diff --git a/analysis/current/analysis-report-hybrid.json b/analysis/current/analysis-report-hybrid.json new file mode 100644 index 0000000000000000000000000000000000000000..2546adcc8a511c61669d611d1819e79a23ace85e --- /dev/null +++ b/analysis/current/analysis-report-hybrid.json @@ -0,0 +1,24152 @@ +{ + "schema_version": "1.0", + "repo": "openclaw/openclaw", + "snapshot_id": "20260419T072034Z", + "generated_at": "2026-04-19T08:38:25Z", + "evidence_quality": "full", + "llm_enrichment": true, + "meta_bugs": [ + { + "cluster_id": "cluster-66619-33", + "summary": "Cluster of 27 issues and 6 PRs centered on issue #66718.", + "status": "open", + "confidence": 0.85, + "canonical_issue_number": 66718, + "canonical_pr_number": 67736, + "issue_numbers": [ + 66619, + 66624, + 66641, + 66677, + 66693, + 66718, + 66728, + 66848, + 66942, + 66945, + 67074, + 67076, + 67100, + 67150, + 67291, + 67347, + 67353, + 67358, + 67411, + 67482, + 67483, + 67516, + 67597, + 67649, + 67684, + 67705, + 67837 + 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"src/auto-reply/reply/dispatch-acp-command-bypass.ts", + "left_ranges": [ + [ + 41, + 54 + ] + ], + "right_ranges": [ + [ + 27, + 36 + ], + [ + 53, + 62 + ] + ] + } + ] + } + ] + }, + { + "cluster_id": "cluster-65295-2", + "summary": "Cluster of 2 related pull requests linked by soft_similarity.", + "status": "open", + "confidence": 0.5, + "canonical_issue_number": null, + "canonical_pr_number": 65295, + "issue_numbers": [], + "pr_numbers": [ + 65295, + 65301 + ], + "evidence_types": [ + "soft_similarity" + ], + "pr_comparisons": [ + { + "left_pr_number": 65295, + "right_pr_number": 65301, + "code_similarity": 1.0, + "size_similarity": 1.0, + "file_overlap": 1.0, + "area_overlap": 1.0, + "patch_similarity": 1.0, + "shared_filenames": [ + "src/infra/outbound/message-action-runner.core-send.test.ts", + "src/infra/outbound/message-action-runner.send-validation.test.ts", + "src/infra/outbound/message-action-runner.ts", + "src/poll-params.test.ts", + "src/poll-params.ts" + ], + "shared_file_areas": [ + { + "filename": "src/infra/outbound/message-action-runner.core-send.test.ts", + "left_ranges": [ + [ + 123, + 217 + ] + ], + "right_ranges": [ + [ + 123, + 217 + ] + ] + }, + { + "filename": "src/infra/outbound/message-action-runner.send-validation.test.ts", + "left_ranges": [ + [ + 96, + 130 + ], + [ + 136, + 148 + ] + ], + "right_ranges": [ + [ + 96, + 130 + ], + [ + 136, + 148 + ] + ] + }, + { + "filename": "src/infra/outbound/message-action-runner.ts", + "left_ranges": [ + [ + 18, + 24 + ], + [ + 910, + 916 + ] + ], + "right_ranges": [ + [ + 18, + 24 + ], + [ + 910, + 916 + ] + ] + }, + { + "filename": "src/poll-params.test.ts", + "left_ranges": [ + [ + 1, + 9 + ], + [ + 64, + 83 + ] + ], + "right_ranges": [ + [ + 1, + 9 + ], + [ + 64, + 83 + ] + ] + }, + { + "filename": "src/poll-params.ts", + "left_ranges": [ + [ + 95, + 120 + ] + ], + "right_ranges": [ + [ + 95, + 120 + ] + ] + } + ] + } + ] + }, + { + "cluster_id": "cluster-68225-2", + "summary": "Cluster of 2 related pull requests linked by soft_similarity.", + "status": "open", + "confidence": 0.5, + "canonical_issue_number": null, + "canonical_pr_number": 68225, + "issue_numbers": [], + "pr_numbers": [ + 68225, + 68456 + ], + "evidence_types": [ + "soft_similarity" + ], + "pr_comparisons": [ + { + "left_pr_number": 68225, + "right_pr_number": 68456, + "code_similarity": 0.639, + "size_similarity": 0.971, + "file_overlap": 0.333, + "area_overlap": 0.833, + "patch_similarity": 0.355, + "shared_filenames": [ + "src/media-understanding/apply.ts" + ], + "shared_file_areas": [ + { + "filename": "src/media-understanding/apply.ts", + "left_ranges": [ + [ + 74, + 91 + ] + ], + "right_ranges": [ + [ + 74, + 88 + ] + ] + } + ] + } + ] + }, + { + "cluster_id": "cluster-68311-2", + "summary": "Cluster of 2 related pull requests linked by soft_similarity.", + "status": "open", + "confidence": 0.5, + "canonical_issue_number": null, + "canonical_pr_number": 68311, + "issue_numbers": [], + "pr_numbers": [ + 68311, + 68317 + ], + "evidence_types": [ + "soft_similarity" + ], + "pr_comparisons": [ + { + "left_pr_number": 68311, + "right_pr_number": 68317, + "code_similarity": 0.636, + "size_similarity": 0.5, + "file_overlap": 0.5, + "area_overlap": 1.0, + "patch_similarity": 0.241, + "shared_filenames": [ + "src/auto-reply/reply/directive-handling.impl.ts" + ], + "shared_file_areas": [ + { + "filename": "src/auto-reply/reply/directive-handling.impl.ts", + "left_ranges": [ + [ + 501, + 507 + ] + ], + "right_ranges": [ + [ + 501, + 507 + ] + ] + } + ] + } + ] + }, + { + "cluster_id": "cluster-53394-2", + "summary": "Cluster of 2 related pull requests linked by soft_similarity.", + "status": "open", + "confidence": 0.5, + "canonical_issue_number": null, + "canonical_pr_number": 53394, + "issue_numbers": [], + "pr_numbers": [ + 53394, + 53395 + ], + "evidence_types": [ + "soft_similarity" + ], + "pr_comparisons": [ + { + "left_pr_number": 53394, + "right_pr_number": 53395, + "code_similarity": 0.229, + "size_similarity": 0.583, + "file_overlap": 0.0, + "area_overlap": 0.0, + "patch_similarity": 0.75, + "shared_filenames": [], + "shared_file_areas": [] + } + ] + } + ], + "duplicate_issues": [ + { + "cluster_id": "cluster-26466-4", + "canonical_issue_number": 68052, + "duplicate_issue_numbers": [ + 26466 + ], + "reason": "Issues in cluster-26466-4 are treated as duplicates because they share closing_reference, soft_similarity evidence." + }, + { + "cluster_id": "cluster-30152-23", + "canonical_issue_number": 53450, + "duplicate_issue_numbers": [ + 30152, + 31486, + 39690, + 51869, + 53761, + 55011, + 59943, + 64111, + 64628, + 65450, + 65595, + 65742, + 65763, + 65829, + 65832, + 66095, + 66758, + 67406, + 68012 + ], + "reason": "Issues in cluster-30152-23 are treated as duplicates because they share closing_reference, duplicate_reference, shared_issue_target, soft_similarity evidence." + }, + { + "cluster_id": "cluster-30689-11", + "canonical_issue_number": 36301, + "duplicate_issue_numbers": [ + 30689, + 31119, + 31414, + 32913, + 33259, + 33639, + 34908, + 35871 + ], + "reason": "Issues in cluster-30689-11 are treated as duplicates because they share closing_reference, soft_similarity evidence." + }, + { + "cluster_id": "cluster-32633-5", + "canonical_issue_number": 65151, + "duplicate_issue_numbers": [ + 32633, + 52175 + ], + "reason": "Issues in cluster-32633-5 are treated as duplicates because they share closing_reference, shared_issue_target, soft_similarity evidence." + }, + { + "cluster_id": "cluster-33883-5", + "canonical_issue_number": 65993, + "duplicate_issue_numbers": [ + 33883, + 67791 + ], + "reason": "Issues in cluster-33883-5 are treated as duplicates because they share closing_reference, soft_similarity evidence." + }, + { + "cluster_id": "cluster-37299-9", + "canonical_issue_number": 66016, + "duplicate_issue_numbers": [ + 37299, + 65193 + ], + "reason": "Issues in cluster-37299-9 are treated as duplicates because they share closing_reference, shared_issue_target, soft_similarity evidence." + }, + { + "cluster_id": "cluster-53295-12", + "canonical_issue_number": 53656, + "duplicate_issue_numbers": [ + 53295, + 53318, + 53697, + 53724, + 53749, + 53766, + 54070, + 67852 + ], + "reason": "Issues in cluster-53295-12 are treated as duplicates because they share closing_reference, duplicate_reference, soft_similarity evidence." + }, + { + "cluster_id": "cluster-53317-5", + "canonical_issue_number": 53317, + "duplicate_issue_numbers": [ + 53466, + 54050 + ], + "reason": "Issues in cluster-53317-5 are treated as duplicates because they share closing_reference, shared_issue_target, soft_similarity evidence." + }, + { + "cluster_id": "cluster-53592-4", + "canonical_issue_number": 53592, + "duplicate_issue_numbers": [ + 62995 + ], + "reason": "Issues in cluster-53592-4 are treated as duplicates because they share closing_reference, shared_issue_target, soft_similarity evidence." + }, + { + "cluster_id": "cluster-54131-17", + "canonical_issue_number": 54131, + "duplicate_issue_numbers": [ + 62214, + 62826, + 62884, + 63126, + 63314, + 63461, + 63816, + 64226, + 64352, + 64665, + 65002, + 65117, + 65451, + 66090 + ], + "reason": "Issues in cluster-54131-17 are treated as duplicates because they share closing_reference, soft_similarity evidence." + }, + { + "cluster_id": "cluster-62049-10", + "canonical_issue_number": 62049, + "duplicate_issue_numbers": [ + 63693, + 64686, + 64933, + 65515, + 65678, + 66121, + 66856 + ], + "reason": "Issues in cluster-62049-10 are treated as duplicates because they share closing_reference, soft_similarity evidence." + }, + { + "cluster_id": "cluster-62685-12", + "canonical_issue_number": 62685, + "duplicate_issue_numbers": [ + 63329, + 63686, + 66298, + 66299 + ], + "reason": "Issues in cluster-62685-12 are treated as duplicates because they share closing_reference, soft_similarity evidence." + }, + { + "cluster_id": "cluster-63092-22", + "canonical_issue_number": 66082, + "duplicate_issue_numbers": [ + 63092, + 63157, + 63197, + 63946, + 64510, + 64668, + 65092, + 65698, + 65722, + 65976, + 66469, + 66925, + 67190, + 67327, + 67919, + 67979, + 68371, + 68373, + 68828 + ], + "reason": "Issues in cluster-63092-22 are treated as duplicates because they share closing_reference, soft_similarity evidence." + }, + { + "cluster_id": "cluster-63429-9", + "canonical_issue_number": 63681, + "duplicate_issue_numbers": [ + 63429, + 66077, + 66078, + 66163, + 66518, + 66688 + ], + "reason": "Issues in cluster-63429-9 are treated as duplicates because they share closing_reference, soft_similarity evidence." + }, + { + "cluster_id": "cluster-63510-24", + "canonical_issue_number": 63541, + "duplicate_issue_numbers": [ + 63510, + 63569, + 63665, + 63705, + 63727, + 63768, + 63787, + 63968, + 64067, + 64348, + 64522, + 64860, + 64912, + 64932, + 64945, + 64975, + 65082 + ], + "reason": "Issues in cluster-63510-24 are treated as duplicates because they share closing_reference, soft_similarity evidence." + }, + { + "cluster_id": "cluster-63712-5", + "canonical_issue_number": 68706, + "duplicate_issue_numbers": [ + 63712, + 67858 + ], + "reason": "Issues in cluster-63712-5 are treated as duplicates because they share closing_reference, shared_issue_target, soft_similarity evidence." + }, + { + "cluster_id": "cluster-63896-6", + "canonical_issue_number": 63896, + "duplicate_issue_numbers": [ + 64529, + 64533, + 65964 + ], + "reason": "Issues in cluster-63896-6 are treated as duplicates because they share closing_reference, soft_similarity evidence." + }, + { + "cluster_id": "cluster-64454-5", + "canonical_issue_number": 64454, + "duplicate_issue_numbers": [ + 65043 + ], + "reason": "Issues in cluster-64454-5 are treated as duplicates because they share closing_reference, shared_issue_target, soft_similarity evidence." + }, + { + "cluster_id": "cluster-64475-9", + "canonical_issue_number": 64475, + "duplicate_issue_numbers": [ + 64844, + 65200, + 65875, + 66334, + 67573 + ], + "reason": "Issues in cluster-64475-9 are treated as duplicates because they share closing_reference, soft_similarity evidence." + }, + { + "cluster_id": "cluster-64729-9", + "canonical_issue_number": 68352, + "duplicate_issue_numbers": [ + 64729, + 64732, + 65083, + 65997, + 67901 + ], + "reason": "Issues in cluster-64729-9 are treated as duplicates because they share closing_reference, soft_similarity evidence." + }, + { + "cluster_id": "cluster-65165-6", + "canonical_issue_number": 65424, + "duplicate_issue_numbers": [ + 65165, + 68272 + ], + "reason": "Issues in cluster-65165-6 are treated as duplicates because they share closing_reference, shared_issue_target, soft_similarity evidence." + }, + { + "cluster_id": "cluster-65182-4", + "canonical_issue_number": 65182, + "duplicate_issue_numbers": [ + 65867 + ], + "reason": "Issues in cluster-65182-4 are treated as duplicates because they share closing_reference, soft_similarity evidence." + }, + { + "cluster_id": "cluster-65218-5", + "canonical_issue_number": 65602, + "duplicate_issue_numbers": [ + 65218, + 65465 + ], + "reason": "Issues in cluster-65218-5 are treated as duplicates because they share closing_reference, soft_similarity evidence." + }, + { + "cluster_id": "cluster-65653-11", + "canonical_issue_number": 68074, + "duplicate_issue_numbers": [ + 65653, + 66358, + 66801, + 67029, + 67730 + ], + "reason": "Issues in cluster-65653-11 are treated as duplicates because they share closing_reference, soft_similarity evidence." + }, + { + "cluster_id": "cluster-66619-33", + "canonical_issue_number": 66718, + "duplicate_issue_numbers": [ + 66619, + 66624, + 66641, + 66677, + 66693, + 66728, + 66848, + 66942, + 66945, + 67074, + 67076, + 67100, + 67150, + 67291, + 67347, + 67353, + 67358, + 67411, + 67482, + 67483, + 67516, + 67597, + 67649, + 67684, + 67705, + 67837 + ], + "reason": "Issues in cluster-66619-33 are treated as duplicates because they share closing_reference, duplicate_reference, soft_similarity evidence." + } + ], + "duplicate_prs": [ + { + "cluster_id": "cluster-18915-2", + "canonical_pr_number": 68266, + "duplicate_pr_numbers": [ + 18915 + ], + "target_issue_number": null, + "reason": "PRs in cluster-18915-2 are treated as duplicates because they share soft_similarity evidence." + }, + { + "cluster_id": "cluster-26466-4", + "canonical_pr_number": 54898, + "duplicate_pr_numbers": [ + 68107 + ], + "target_issue_number": 68052, + "reason": "PRs in cluster-26466-4 are treated as duplicates because they converge on issue #68052 with closing_reference, soft_similarity evidence." + }, + { + "cluster_id": "cluster-30152-23", + "canonical_pr_number": 53593, + "duplicate_pr_numbers": [ + 53453, + 65746 + ], + "target_issue_number": 53450, + "reason": "PRs in cluster-30152-23 are treated as duplicates because they converge on issue #53450 with closing_reference, duplicate_reference, shared_issue_target, soft_similarity evidence." + }, + { + "cluster_id": "cluster-30689-11", + "canonical_pr_number": 36345, + "duplicate_pr_numbers": [ + 36509 + ], + "target_issue_number": 36301, + "reason": "PRs in cluster-30689-11 are treated as duplicates because they converge on issue #36301 with closing_reference, soft_similarity evidence." + }, + { + "cluster_id": "cluster-32633-5", + "canonical_pr_number": 65181, + "duplicate_pr_numbers": [ + 65175 + ], + "target_issue_number": 65151, + "reason": "PRs in cluster-32633-5 are treated as duplicates because they converge on issue #65151 with closing_reference, shared_issue_target, soft_similarity evidence." + }, + { + "cluster_id": "cluster-33883-5", + "canonical_pr_number": 66148, + "duplicate_pr_numbers": [ + 68491 + ], + "target_issue_number": 65993, + "reason": "PRs in cluster-33883-5 are treated as duplicates because they converge on issue #65993 with closing_reference, soft_similarity evidence." + }, + { + "cluster_id": "cluster-35864-3", + "canonical_pr_number": 35877, + "duplicate_pr_numbers": [ + 35923 + ], + "target_issue_number": 35864, + "reason": "PRs in cluster-35864-3 are treated as duplicates because they converge on issue #35864 with closing_reference, shared_issue_target evidence." + }, + { + "cluster_id": "cluster-36608-3", + "canonical_pr_number": 36629, + "duplicate_pr_numbers": [ + 36619 + ], + "target_issue_number": 36608, + "reason": "PRs in cluster-36608-3 are treated as duplicates because they converge on issue #36608 with closing_reference, shared_issue_target, soft_similarity evidence." + }, + { + "cluster_id": "cluster-36999-2", + "canonical_pr_number": 37127, + "duplicate_pr_numbers": [ + 36999 + ], + "target_issue_number": null, + "reason": "PRs in cluster-36999-2 are treated as duplicates because they share soft_similarity evidence." + }, + { + "cluster_id": "cluster-37299-9", + "canonical_pr_number": 65989, + "duplicate_pr_numbers": [ + 65003, + 65979, + 66054, + 66063, + 66310 + ], + "target_issue_number": 66016, + "reason": "PRs in cluster-37299-9 are treated as duplicates because they converge on issue #66016 with closing_reference, shared_issue_target, soft_similarity evidence." + }, + { + "cluster_id": "cluster-37377-2", + "canonical_pr_number": 37377, + "duplicate_pr_numbers": [ + 68495 + ], + "target_issue_number": null, + "reason": "PRs in cluster-37377-2 are treated as duplicates because they share soft_similarity evidence." + }, + { + "cluster_id": "cluster-37549-5", + "canonical_pr_number": 37549, + "duplicate_pr_numbers": [ + 62415, + 62482, + 65804, + 67206 + ], + "target_issue_number": null, + "reason": "PRs in cluster-37549-5 are treated as duplicates because they share soft_similarity evidence." + }, + { + "cluster_id": "cluster-53249-3", + "canonical_pr_number": 53270, + "duplicate_pr_numbers": [ + 53281 + ], + "target_issue_number": 53249, + "reason": "PRs in cluster-53249-3 are treated as duplicates because they converge on issue #53249 with closing_reference, shared_issue_target evidence." + }, + { + "cluster_id": "cluster-53273-3", + "canonical_pr_number": 53301, + "duplicate_pr_numbers": [ + 53410 + ], + "target_issue_number": 53273, + "reason": "PRs in cluster-53273-3 are treated as duplicates because they converge on issue #53273 with closing_reference evidence." + }, + { + "cluster_id": "cluster-53295-12", + "canonical_pr_number": 53715, + "duplicate_pr_numbers": [ + 53377, + 67871 + ], + "target_issue_number": 53656, + "reason": "PRs in cluster-53295-12 are treated as duplicates because they converge on issue #53656 with closing_reference, duplicate_reference, soft_similarity evidence." + }, + { + "cluster_id": "cluster-53317-5", + "canonical_pr_number": 53754, + "duplicate_pr_numbers": [ + 53367 + ], + "target_issue_number": 53317, + "reason": "PRs in cluster-53317-5 are treated as duplicates because they converge on issue #53317 with closing_reference, shared_issue_target, soft_similarity evidence." + }, + { + "cluster_id": "cluster-53394-2", + "canonical_pr_number": 53394, + "duplicate_pr_numbers": [ + 53395 + ], + "target_issue_number": null, + "reason": "PRs in cluster-53394-2 are treated as duplicates because they share soft_similarity evidence." + }, + { + "cluster_id": "cluster-53398-3", + "canonical_pr_number": 53451, + "duplicate_pr_numbers": [ + 53479 + ], + "target_issue_number": 53398, + "reason": "PRs in cluster-53398-3 are treated as duplicates because they converge on issue #53398 with closing_reference, soft_similarity evidence." + }, + { + "cluster_id": "cluster-53482-3", + "canonical_pr_number": 53626, + "duplicate_pr_numbers": [ + 53667 + ], + "target_issue_number": 53482, + "reason": "PRs in cluster-53482-3 are treated as duplicates because they converge on issue #53482 with closing_reference, shared_issue_target evidence." + }, + { + "cluster_id": "cluster-53510-3", + "canonical_pr_number": 53553, + "duplicate_pr_numbers": [ + 53511 + ], + "target_issue_number": 53510, + "reason": "PRs in cluster-53510-3 are treated as duplicates because they converge on issue #53510 with closing_reference evidence." + }, + { + "cluster_id": "cluster-53592-4", + "canonical_pr_number": 53730, + "duplicate_pr_numbers": [ + 53598 + ], + "target_issue_number": 53592, + "reason": "PRs in cluster-53592-4 are treated as duplicates because they converge on issue #53592 with closing_reference, shared_issue_target, soft_similarity evidence." + }, + { + "cluster_id": "cluster-53631-2", + "canonical_pr_number": 53635, + "duplicate_pr_numbers": [ + 53631 + ], + "target_issue_number": null, + "reason": "PRs in cluster-53631-2 are treated as duplicates because they share soft_similarity evidence." + }, + { + "cluster_id": "cluster-53705-3", + "canonical_pr_number": 53809, + "duplicate_pr_numbers": [ + 53775 + ], + "target_issue_number": 53705, + "reason": "PRs in cluster-53705-3 are treated as duplicates because they converge on issue #53705 with closing_reference, soft_similarity evidence." + }, + { + "cluster_id": "cluster-53789-2", + "canonical_pr_number": 62195, + "duplicate_pr_numbers": [ + 53789 + ], + "target_issue_number": null, + "reason": "PRs in cluster-53789-2 are treated as duplicates because they share soft_similarity evidence." + }, + { + "cluster_id": "cluster-54131-17", + "canonical_pr_number": 66117, + "duplicate_pr_numbers": [ + 64872 + ], + "target_issue_number": 54131, + "reason": "PRs in cluster-54131-17 are treated as duplicates because they converge on issue #54131 with closing_reference, soft_similarity evidence." + }, + { + "cluster_id": "cluster-62049-10", + "canonical_pr_number": 67639, + "duplicate_pr_numbers": [ + 63848 + ], + "target_issue_number": 62049, + "reason": "PRs in cluster-62049-10 are treated as duplicates because they converge on issue #62049 with closing_reference, soft_similarity evidence." + }, + { + "cluster_id": "cluster-62238-18", + "canonical_pr_number": 68802, + "duplicate_pr_numbers": [ + 62238, + 65266, + 66525, + 66960, + 67156, + 67451, + 67657, + 67804, + 67842, + 68235, + 68302, + 68523, + 68560, + 68565, + 68566, + 68692, + 68693 + ], + "target_issue_number": null, + "reason": "PRs in cluster-62238-18 are treated as duplicates because they share soft_similarity evidence." + }, + { + "cluster_id": "cluster-62685-12", + "canonical_pr_number": 66407, + "duplicate_pr_numbers": [ + 62689, + 64446, + 66005, + 67665, + 67867, + 68034 + ], + "target_issue_number": 62685, + "reason": "PRs in cluster-62685-12 are treated as duplicates because they converge on issue #62685 with closing_reference, soft_similarity evidence." + }, + { + "cluster_id": "cluster-63092-22", + "canonical_pr_number": 67063, + "duplicate_pr_numbers": [ + 67208 + ], + "target_issue_number": 66082, + "reason": "PRs in cluster-63092-22 are treated as duplicates because they converge on issue #66082 with closing_reference, soft_similarity evidence." + }, + { + "cluster_id": "cluster-63429-9", + "canonical_pr_number": 63847, + "duplicate_pr_numbers": [ + 66844 + ], + "target_issue_number": 63681, + "reason": "PRs in cluster-63429-9 are treated as duplicates because they converge on issue #63681 with closing_reference, soft_similarity evidence." + }, + { + "cluster_id": "cluster-63510-24", + "canonical_pr_number": 63679, + "duplicate_pr_numbers": [ + 64018, + 64109, + 64594, + 65094, + 65124 + ], + "target_issue_number": 63541, + "reason": "PRs in cluster-63510-24 are treated as duplicates because they converge on issue #63541 with closing_reference, soft_similarity evidence." + }, + { + "cluster_id": "cluster-63614-3", + "canonical_pr_number": 63614, + "duplicate_pr_numbers": [ + 63817, + 64623 + ], + "target_issue_number": null, + "reason": "PRs in cluster-63614-3 are treated as duplicates because they share soft_similarity evidence." + }, + { + "cluster_id": "cluster-63712-5", + "canonical_pr_number": 68798, + "duplicate_pr_numbers": [ + 68764 + ], + "target_issue_number": 68706, + "reason": "PRs in cluster-63712-5 are treated as duplicates because they converge on issue #68706 with closing_reference, shared_issue_target, soft_similarity evidence." + }, + { + "cluster_id": "cluster-63770-3", + "canonical_pr_number": 64375, + "duplicate_pr_numbers": [ + 63871 + ], + "target_issue_number": 63770, + "reason": "PRs in cluster-63770-3 are treated as duplicates because they converge on issue #63770 with closing_reference, shared_issue_target, soft_similarity evidence." + }, + { + "cluster_id": "cluster-63783-4", + "canonical_pr_number": 67634, + "duplicate_pr_numbers": [ + 63783, + 65911 + ], + "target_issue_number": 67606, + "reason": "PRs in cluster-63783-4 are treated as duplicates because they converge on issue #67606 with closing_reference, soft_similarity evidence." + }, + { + "cluster_id": "cluster-63800-2", + "canonical_pr_number": 63800, + "duplicate_pr_numbers": [ + 67493 + ], + "target_issue_number": null, + "reason": "PRs in cluster-63800-2 are treated as duplicates because they share soft_similarity evidence." + }, + { + "cluster_id": "cluster-63896-6", + "canonical_pr_number": 66085, + "duplicate_pr_numbers": [ + 64539 + ], + "target_issue_number": 63896, + "reason": "PRs in cluster-63896-6 are treated as duplicates because they converge on issue #63896 with closing_reference, soft_similarity evidence." + }, + { + "cluster_id": "cluster-64070-3", + "canonical_pr_number": 66476, + "duplicate_pr_numbers": [ + 67894 + ], + "target_issue_number": 64070, + "reason": "PRs in cluster-64070-3 are treated as duplicates because they converge on issue #64070 with closing_reference, shared_issue_target, soft_similarity evidence." + }, + { + "cluster_id": "cluster-64167-3", + "canonical_pr_number": 64198, + "duplicate_pr_numbers": [ + 64215 + ], + "target_issue_number": 64167, + "reason": "PRs in cluster-64167-3 are treated as duplicates because they converge on issue #64167 with closing_reference, shared_issue_target, soft_similarity evidence." + }, + { + "cluster_id": "cluster-64384-5", + "canonical_pr_number": 66716, + "duplicate_pr_numbers": [ + 64384, + 65622, + 66764 + ], + "target_issue_number": 66520, + "reason": "PRs in cluster-64384-5 are treated as duplicates because they converge on issue #66520 with closing_reference, shared_issue_target, soft_similarity evidence." + }, + { + "cluster_id": "cluster-64386-3", + "canonical_pr_number": 64393, + "duplicate_pr_numbers": [ + 64557 + ], + "target_issue_number": 64386, + "reason": "PRs in cluster-64386-3 are treated as duplicates because they converge on issue #64386 with closing_reference, shared_issue_target, soft_similarity evidence." + }, + { + "cluster_id": "cluster-64454-5", + "canonical_pr_number": 64657, + "duplicate_pr_numbers": [ + 64864, + 67536 + ], + "target_issue_number": 64454, + "reason": "PRs in cluster-64454-5 are treated as duplicates because they converge on issue #64454 with closing_reference, shared_issue_target, soft_similarity evidence." + }, + { + "cluster_id": "cluster-64470-2", + "canonical_pr_number": 64470, + "duplicate_pr_numbers": [ + 65324 + ], + "target_issue_number": null, + "reason": "PRs in cluster-64470-2 are treated as duplicates because they share soft_similarity evidence." + }, + { + "cluster_id": "cluster-64475-9", + "canonical_pr_number": 64518, + "duplicate_pr_numbers": [ + 65330, + 67591 + ], + "target_issue_number": 64475, + "reason": "PRs in cluster-64475-9 are treated as duplicates because they converge on issue #64475 with closing_reference, soft_similarity evidence." + }, + { + "cluster_id": "cluster-64516-2", + "canonical_pr_number": 64516, + "duplicate_pr_numbers": [ + 66838 + ], + "target_issue_number": null, + "reason": "PRs in cluster-64516-2 are treated as duplicates because they share soft_similarity evidence." + }, + { + "cluster_id": "cluster-64631-3", + "canonical_pr_number": 64631, + "duplicate_pr_numbers": [ + 64661, + 64709 + ], + "target_issue_number": null, + "reason": "PRs in cluster-64631-3 are treated as duplicates because they share soft_similarity evidence." + }, + { + "cluster_id": "cluster-64651-3", + "canonical_pr_number": 65188, + "duplicate_pr_numbers": [ + 64673 + ], + "target_issue_number": 64651, + "reason": "PRs in cluster-64651-3 are treated as duplicates because they converge on issue #64651 with closing_reference evidence." + }, + { + "cluster_id": "cluster-64729-9", + "canonical_pr_number": 65262, + "duplicate_pr_numbers": [ + 65111, + 68389 + ], + "target_issue_number": 68352, + "reason": "PRs in cluster-64729-9 are treated as duplicates because they converge on issue #68352 with closing_reference, soft_similarity evidence." + }, + { + "cluster_id": "cluster-64825-6", + "canonical_pr_number": 66289, + "duplicate_pr_numbers": [ + 64842, + 64862, + 66192, + 67302 + ], + "target_issue_number": 64825, + "reason": "PRs in cluster-64825-6 are treated as duplicates because they converge on issue #64825 with closing_reference, shared_issue_target, soft_similarity evidence." + }, + { + "cluster_id": "cluster-64919-3", + "canonical_pr_number": 65952, + "duplicate_pr_numbers": [ + 65030 + ], + "target_issue_number": 64919, + "reason": "PRs in cluster-64919-3 are treated as duplicates because they converge on issue #64919 with closing_reference evidence." + }, + { + "cluster_id": "cluster-64976-3", + "canonical_pr_number": 65016, + "duplicate_pr_numbers": [ + 65004 + ], + "target_issue_number": 64976, + "reason": "PRs in cluster-64976-3 are treated as duplicates because they converge on issue #64976 with closing_reference, shared_issue_target, soft_similarity evidence." + }, + { + "cluster_id": "cluster-65150-2", + "canonical_pr_number": 65150, + "duplicate_pr_numbers": [ + 65186 + ], + "target_issue_number": null, + "reason": "PRs in cluster-65150-2 are treated as duplicates because they share soft_similarity evidence." + }, + { + "cluster_id": "cluster-65165-6", + "canonical_pr_number": 65453, + "duplicate_pr_numbers": [ + 65178, + 68485 + ], + "target_issue_number": 65424, + "reason": "PRs in cluster-65165-6 are treated as duplicates because they converge on issue #65424 with closing_reference, shared_issue_target, soft_similarity evidence." + }, + { + "cluster_id": "cluster-65182-4", + "canonical_pr_number": 66225, + "duplicate_pr_numbers": [ + 65187 + ], + "target_issue_number": 65182, + "reason": "PRs in cluster-65182-4 are treated as duplicates because they converge on issue #65182 with closing_reference, soft_similarity evidence." + }, + { + "cluster_id": "cluster-65205-2", + "canonical_pr_number": 65205, + "duplicate_pr_numbers": [ + 67623 + ], + "target_issue_number": null, + "reason": "PRs in cluster-65205-2 are treated as duplicates because they share soft_similarity evidence." + }, + { + "cluster_id": "cluster-65218-5", + "canonical_pr_number": 67146, + "duplicate_pr_numbers": [ + 65263 + ], + "target_issue_number": 65602, + "reason": "PRs in cluster-65218-5 are treated as duplicates because they converge on issue #65602 with closing_reference, soft_similarity evidence." + }, + { + "cluster_id": "cluster-65248-2", + "canonical_pr_number": 65248, + "duplicate_pr_numbers": [ + 68617 + ], + "target_issue_number": null, + "reason": "PRs in cluster-65248-2 are treated as duplicates because they share soft_similarity evidence." + }, + { + "cluster_id": "cluster-65295-2", + "canonical_pr_number": 65295, + "duplicate_pr_numbers": [ + 65301 + ], + "target_issue_number": null, + "reason": "PRs in cluster-65295-2 are treated as duplicates because they share soft_similarity evidence." + }, + { + "cluster_id": "cluster-65400-3", + "canonical_pr_number": 66640, + "duplicate_pr_numbers": [ + 65460 + ], + "target_issue_number": 65400, + "reason": "PRs in cluster-65400-3 are treated as duplicates because they converge on issue #65400 with closing_reference evidence." + }, + { + "cluster_id": "cluster-65538-3", + "canonical_pr_number": 65575, + "duplicate_pr_numbers": [ + 67424 + ], + "target_issue_number": 65538, + "reason": "PRs in cluster-65538-3 are treated as duplicates because they converge on issue #65538 with closing_reference, shared_issue_target, soft_similarity evidence." + }, + { + "cluster_id": "cluster-65548-3", + "canonical_pr_number": 65561, + "duplicate_pr_numbers": [ + 65735 + ], + "target_issue_number": 65548, + "reason": "PRs in cluster-65548-3 are treated as duplicates because they converge on issue #65548 with closing_reference, soft_similarity evidence." + }, + { + "cluster_id": "cluster-65554-2", + "canonical_pr_number": 65554, + "duplicate_pr_numbers": [ + 68808 + ], + "target_issue_number": null, + "reason": "PRs in cluster-65554-2 are treated as duplicates because they share soft_similarity evidence." + }, + { + "cluster_id": "cluster-65624-3", + "canonical_pr_number": 65648, + "duplicate_pr_numbers": [ + 65655 + ], + "target_issue_number": 65624, + "reason": "PRs in cluster-65624-3 are treated as duplicates because they converge on issue #65624 with closing_reference, shared_issue_target, soft_similarity evidence." + }, + { + "cluster_id": "cluster-65636-3", + "canonical_pr_number": 65669, + "duplicate_pr_numbers": [ + 66023 + ], + "target_issue_number": 65636, + "reason": "PRs in cluster-65636-3 are treated as duplicates because they converge on issue #65636 with closing_reference, shared_issue_target evidence." + }, + { + "cluster_id": "cluster-65653-11", + "canonical_pr_number": 68130, + "duplicate_pr_numbers": [ + 68020, + 68087, + 68312, + 68681 + ], + "target_issue_number": 68074, + "reason": "PRs in cluster-65653-11 are treated as duplicates because they converge on issue #68074 with closing_reference, soft_similarity evidence." + }, + { + "cluster_id": "cluster-65696-2", + "canonical_pr_number": 67586, + "duplicate_pr_numbers": [ + 65696 + ], + "target_issue_number": null, + "reason": "PRs in cluster-65696-2 are treated as duplicates because they share soft_similarity evidence." + }, + { + "cluster_id": "cluster-65731-2", + "canonical_pr_number": 65731, + "duplicate_pr_numbers": [ + 65980 + ], + "target_issue_number": null, + "reason": "PRs in cluster-65731-2 are treated as duplicates because they share soft_similarity evidence." + }, + { + "cluster_id": "cluster-65751-3", + "canonical_pr_number": 65773, + "duplicate_pr_numbers": [ + 65809 + ], + "target_issue_number": 65751, + "reason": "PRs in cluster-65751-3 are treated as duplicates because they converge on issue #65751 with closing_reference, shared_issue_target, soft_similarity evidence." + }, + { + "cluster_id": "cluster-65760-4", + "canonical_pr_number": 65778, + "duplicate_pr_numbers": [ + 65805, + 66029 + ], + "target_issue_number": 65760, + "reason": "PRs in cluster-65760-4 are treated as duplicates because they converge on issue #65760 with closing_reference, shared_issue_target, soft_similarity evidence." + }, + { + "cluster_id": "cluster-65782-3", + "canonical_pr_number": 65796, + "duplicate_pr_numbers": [ + 65783 + ], + "target_issue_number": 65782, + "reason": "PRs in cluster-65782-3 are treated as duplicates because they converge on issue #65782 with closing_reference, shared_issue_target evidence." + }, + { + "cluster_id": "cluster-65791-3", + "canonical_pr_number": 65833, + "duplicate_pr_numbers": [ + 66007 + ], + "target_issue_number": 65791, + "reason": "PRs in cluster-65791-3 are treated as duplicates because they converge on issue #65791 with closing_reference, shared_issue_target, soft_similarity evidence." + }, + { + "cluster_id": "cluster-65831-3", + "canonical_pr_number": 65831, + "duplicate_pr_numbers": [ + 65881, + 67322 + ], + "target_issue_number": null, + "reason": "PRs in cluster-65831-3 are treated as duplicates because they share soft_similarity evidence." + }, + { + "cluster_id": "cluster-65863-3", + "canonical_pr_number": 65895, + "duplicate_pr_numbers": [ + 65938 + ], + "target_issue_number": 65863, + "reason": "PRs in cluster-65863-3 are treated as duplicates because they converge on issue #65863 with closing_reference, shared_issue_target, soft_similarity evidence." + }, + { + "cluster_id": "cluster-66003-3", + "canonical_pr_number": 67584, + "duplicate_pr_numbers": [ + 66149 + ], + "target_issue_number": 66003, + "reason": "PRs in cluster-66003-3 are treated as duplicates because they converge on issue #66003 with closing_reference, soft_similarity evidence." + }, + { + "cluster_id": "cluster-66008-3", + "canonical_pr_number": 66322, + "duplicate_pr_numbers": [ + 66067 + ], + "target_issue_number": 66008, + "reason": "PRs in cluster-66008-3 are treated as duplicates because they converge on issue #66008 with closing_reference, shared_issue_target, soft_similarity evidence." + }, + { + "cluster_id": "cluster-66088-3", + "canonical_pr_number": 66329, + "duplicate_pr_numbers": [ + 66442 + ], + "target_issue_number": 66088, + "reason": "PRs in cluster-66088-3 are treated as duplicates because they converge on issue #66088 with closing_reference evidence." + }, + { + "cluster_id": "cluster-66252-3", + "canonical_pr_number": 66331, + "duplicate_pr_numbers": [ + 68331 + ], + "target_issue_number": 66252, + "reason": "PRs in cluster-66252-3 are treated as duplicates because they converge on issue #66252 with closing_reference, soft_similarity evidence." + }, + { + "cluster_id": "cluster-66271-2", + "canonical_pr_number": 67037, + "duplicate_pr_numbers": [ + 66271 + ], + "target_issue_number": null, + "reason": "PRs in cluster-66271-2 are treated as duplicates because they share soft_similarity evidence." + }, + { + "cluster_id": "cluster-66284-3", + "canonical_pr_number": 66303, + "duplicate_pr_numbers": [ + 66300 + ], + "target_issue_number": 66284, + "reason": "PRs in cluster-66284-3 are treated as duplicates because they converge on issue #66284 with closing_reference, shared_issue_target, soft_similarity evidence." + }, + { + "cluster_id": "cluster-66344-3", + "canonical_pr_number": 66344, + "duplicate_pr_numbers": [ + 66568 + ], + "target_issue_number": 66614, + "reason": "PRs in cluster-66344-3 are treated as duplicates because they converge on issue #66614 with closing_reference, shared_issue_target, soft_similarity evidence." + }, + { + "cluster_id": "cluster-66419-3", + "canonical_pr_number": 66419, + "duplicate_pr_numbers": [ + 66428, + 66431 + ], + "target_issue_number": null, + "reason": "PRs in cluster-66419-3 are treated as duplicates because they share soft_similarity evidence." + }, + { + "cluster_id": "cluster-66426-2", + "canonical_pr_number": 66426, + "duplicate_pr_numbers": [ + 67969 + ], + "target_issue_number": null, + "reason": "PRs in cluster-66426-2 are treated as duplicates because they share soft_similarity evidence." + }, + { + "cluster_id": "cluster-66533-3", + "canonical_pr_number": 66544, + "duplicate_pr_numbers": [ + 66656 + ], + "target_issue_number": 66533, + "reason": "PRs in cluster-66533-3 are treated as duplicates because they converge on issue #66533 with closing_reference, shared_issue_target evidence." + }, + { + "cluster_id": "cluster-66573-3", + "canonical_pr_number": 66650, + "duplicate_pr_numbers": [ + 66615 + ], + "target_issue_number": 66573, + "reason": "PRs in cluster-66573-3 are treated as duplicates because they converge on issue #66573 with closing_reference evidence." + }, + { + "cluster_id": "cluster-66619-33", + "canonical_pr_number": 67736, + "duplicate_pr_numbers": [ + 66653, + 66727, + 66754, + 67137, + 67531 + ], + "target_issue_number": 66718, + "reason": "PRs in cluster-66619-33 are treated as duplicates because they converge on issue #66718 with closing_reference, duplicate_reference, soft_similarity evidence." + }, + { + "cluster_id": "cluster-66695-5", + "canonical_pr_number": 66696, + "duplicate_pr_numbers": [ + 66753, + 66776, + 67870 + ], + "target_issue_number": 66695, + "reason": "PRs in cluster-66695-5 are treated as duplicates because they converge on issue #66695 with closing_reference, shared_issue_target, soft_similarity evidence." + }, + { + "cluster_id": "cluster-66729-3", + "canonical_pr_number": 66742, + "duplicate_pr_numbers": [ + 66770 + ], + "target_issue_number": 66729, + "reason": "PRs in cluster-66729-3 are treated as duplicates because they converge on issue #66729 with closing_reference, shared_issue_target, soft_similarity evidence." + }, + { + "cluster_id": "cluster-66769-3", + "canonical_pr_number": 66928, + "duplicate_pr_numbers": [ + 66986 + ], + "target_issue_number": 66769, + "reason": "PRs in cluster-66769-3 are treated as duplicates because they converge on issue #66769 with closing_reference, shared_issue_target, soft_similarity evidence." + }, + { + "cluster_id": "cluster-66864-3", + "canonical_pr_number": 67049, + "duplicate_pr_numbers": [ + 66868 + ], + "target_issue_number": 66864, + "reason": "PRs in cluster-66864-3 are treated as duplicates because they converge on issue #66864 with closing_reference, shared_issue_target, soft_similarity evidence." + }, + { + "cluster_id": "cluster-66885-3", + "canonical_pr_number": 66889, + "duplicate_pr_numbers": [ + 67083 + ], + "target_issue_number": 66885, + "reason": "PRs in cluster-66885-3 are treated as duplicates because they converge on issue #66885 with closing_reference, soft_similarity evidence." + }, + { + "cluster_id": "cluster-67151-3", + "canonical_pr_number": 67215, + "duplicate_pr_numbers": [ + 67207 + ], + "target_issue_number": 67151, + "reason": "PRs in cluster-67151-3 are treated as duplicates because they converge on issue #67151 with closing_reference evidence." + }, + { + "cluster_id": "cluster-67192-3", + "canonical_pr_number": 67292, + "duplicate_pr_numbers": [ + 67203 + ], + "target_issue_number": 67192, + "reason": "PRs in cluster-67192-3 are treated as duplicates because they converge on issue #67192 with closing_reference, shared_issue_target evidence." + }, + { + "cluster_id": "cluster-67216-3", + "canonical_pr_number": 67254, + "duplicate_pr_numbers": [ + 67344 + ], + "target_issue_number": 67216, + "reason": "PRs in cluster-67216-3 are treated as duplicates because they converge on issue #67216 with closing_reference, shared_issue_target evidence." + }, + { + "cluster_id": "cluster-67621-3", + "canonical_pr_number": 67924, + "duplicate_pr_numbers": [ + 67644 + ], + "target_issue_number": 67621, + "reason": "PRs in cluster-67621-3 are treated as duplicates because they converge on issue #67621 with closing_reference, shared_issue_target, soft_similarity evidence." + }, + { + "cluster_id": "cluster-67759-3", + "canonical_pr_number": 67768, + "duplicate_pr_numbers": [ + 67766 + ], + "target_issue_number": 67759, + "reason": "PRs in cluster-67759-3 are treated as duplicates because they converge on issue #67759 with closing_reference, shared_issue_target, soft_similarity evidence." + }, + { + "cluster_id": "cluster-67868-4", + "canonical_pr_number": 67923, + "duplicate_pr_numbers": [ + 67882, + 67910 + ], + "target_issue_number": 67868, + "reason": "PRs in cluster-67868-4 are treated as duplicates because they converge on issue #67868 with closing_reference, shared_issue_target, soft_similarity evidence." + }, + { + "cluster_id": "cluster-67921-3", + "canonical_pr_number": 68060, + "duplicate_pr_numbers": [ + 67921, + 68345 + ], + "target_issue_number": null, + "reason": "PRs in cluster-67921-3 are treated as duplicates because they share soft_similarity evidence." + }, + { + "cluster_id": "cluster-68003-4", + "canonical_pr_number": 68071, + "duplicate_pr_numbers": [ + 68005, + 68093 + ], + "target_issue_number": 68003, + "reason": "PRs in cluster-68003-4 are treated as duplicates because they converge on issue #68003 with closing_reference, shared_issue_target, soft_similarity evidence." + }, + { + "cluster_id": "cluster-68101-4", + "canonical_pr_number": 68132, + "duplicate_pr_numbers": [ + 68106, + 68313 + ], + "target_issue_number": 68101, + "reason": "PRs in cluster-68101-4 are treated as duplicates because they converge on issue #68101 with closing_reference, shared_issue_target, soft_similarity evidence." + }, + { + "cluster_id": "cluster-68160-3", + "canonical_pr_number": 68161, + "duplicate_pr_numbers": [ + 68227 + ], + "target_issue_number": 68160, + "reason": "PRs in cluster-68160-3 are treated as duplicates because they converge on issue #68160 with closing_reference, shared_issue_target evidence." + }, + { + "cluster_id": "cluster-68166-3", + "canonical_pr_number": 68286, + "duplicate_pr_numbers": [ + 68830 + ], + "target_issue_number": 68166, + "reason": "PRs in cluster-68166-3 are treated as duplicates because they converge on issue #68166 with closing_reference, shared_issue_target evidence." + }, + { + "cluster_id": "cluster-68225-2", + "canonical_pr_number": 68225, + "duplicate_pr_numbers": [ + 68456 + ], + "target_issue_number": null, + "reason": "PRs in cluster-68225-2 are treated as duplicates because they share soft_similarity evidence." + }, + { + "cluster_id": "cluster-68309-3", + "canonical_pr_number": 68418, + "duplicate_pr_numbers": [ + 68855 + ], + "target_issue_number": 68309, + "reason": "PRs in cluster-68309-3 are treated as duplicates because they converge on issue #68309 with closing_reference, shared_issue_target evidence." + }, + { + "cluster_id": "cluster-68311-2", + "canonical_pr_number": 68311, + "duplicate_pr_numbers": [ + 68317 + ], + "target_issue_number": null, + "reason": "PRs in cluster-68311-2 are treated as duplicates because they share soft_similarity evidence." + }, + { + "cluster_id": "cluster-68452-3", + "canonical_pr_number": 68453, + "duplicate_pr_numbers": [ + 68512 + ], + "target_issue_number": 68452, + "reason": "PRs in cluster-68452-3 are treated as duplicates because they converge on issue #68452 with closing_reference, shared_issue_target, soft_similarity evidence." + }, + { + "cluster_id": "cluster-68661-4", + "canonical_pr_number": 68854, + "duplicate_pr_numbers": [ + 68754, + 68824 + ], + "target_issue_number": 68661, + "reason": "PRs in cluster-68661-4 are treated as duplicates because they converge on issue #68661 with closing_reference, shared_issue_target, soft_similarity evidence." + }, + { + "cluster_id": "cluster-68707-3", + "canonical_pr_number": 68749, + "duplicate_pr_numbers": [ + 68742 + ], + "target_issue_number": 68707, + "reason": "PRs in cluster-68707-3 are treated as duplicates because they converge on issue #68707 with closing_reference evidence." + }, + { + "cluster_id": "cluster-68728-3", + "canonical_pr_number": 68740, + "duplicate_pr_numbers": [ + 68762 + ], + "target_issue_number": 68728, + "reason": "PRs in cluster-68728-3 are treated as duplicates because they converge on issue #68728 with closing_reference, shared_issue_target, soft_similarity evidence." + }, + { + "cluster_id": "cluster-68788-5", + "canonical_pr_number": 68819, + "duplicate_pr_numbers": [ + 68792, + 68817, + 68849 + ], + "target_issue_number": 68788, + "reason": "PRs in cluster-68788-5 are treated as duplicates because they converge on issue #68788 with closing_reference, shared_issue_target, soft_similarity evidence." + } + ], + "best_issue": { + "cluster_id": "cluster-66619-33", + "issue_number": 66718, + "reason": "Issue #66718 is the strongest global issue candidate because it is open, belongs to a cluster with 33 artifacts, and carries 23 discussion comments plus 12 inbound references.", + "score": 488.0 + }, + "best_pr": { + "cluster_id": "cluster-66619-33", + "pr_number": 67736, + "reason": "PR #67736 is the strongest global PR candidate because it is open, belongs to a cluster with 33 artifacts, links to 1 issues, and carries 8 review/discussion events.", + "score": 470.973 + } +} diff --git a/analysis/current/analysis-report-hybrid.llm-reviews.json b/analysis/current/analysis-report-hybrid.llm-reviews.json new file mode 100644 index 0000000000000000000000000000000000000000..99f06baf888b6a6d94b19987c8d2f7f526ac09da --- /dev/null +++ b/analysis/current/analysis-report-hybrid.llm-reviews.json @@ -0,0 +1,111108 @@ +{ + "schema_version": "1.0", + "repo": "openclaw/openclaw", + "snapshot_id": "20260419T072034Z", + "generated_at": "2026-04-19T08:38:25Z", + "model": "gpt-5.4-mini?service_tier=flex", + "reviews": [ + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:32493", + "issue:33533", + "issue:33537", + "issue:33542", + "issue:53871", + "issue:53876", + "issue:62748", + "issue:62749", + "issue:64067", + "issue:64602", + "issue:64975", + "issue:65193", + "issue:65350", + "issue:65603", + "issue:65751", + "issue:66016", + "issue:66319", + "issue:66323", + "issue:66324", + "issue:66325", + "issue:66597", + "issue:66598", + "issue:66624", + "issue:66641", + "issue:66693", + "issue:66848", + "issue:66942", + "issue:66945", + "issue:67074", + "issue:67183", + "issue:67191", + "issue:67233", + "issue:67244", + "issue:67347", + "issue:67516", + "issue:67597", + "issue:67649", + "issue:67670", + "issue:67673", + "issue:67937", + "issue:67938", + "issue:67972", + "issue:67984", + "issue:67994", + "issue:68001", + "issue:68002", + "issue:68735" + ], + "soft_pairs": [ + "issue:62748|issue:62749", + "issue:66323|issue:66324", + "issue:67233|issue:67244", + "issue:67937|issue:67938", + "issue:66319|issue:66323", + "issue:66319|issue:66324", + "issue:66323|issue:66325", + "issue:66324|issue:66325", + "issue:67670|issue:67673", + "issue:67994|issue:68001", + "issue:66319|issue:66325", + "issue:53871|issue:53876", + "issue:66597|issue:66598", + "issue:68001|issue:68002", + "issue:67183|issue:67191", + "issue:67994|issue:68002", + "issue:33537|issue:33542", + "issue:67972|issue:67984", + "issue:33533|issue:33542", + "issue:66942|issue:66945", + "issue:66848|issue:67597", + "issue:66848|issue:66942", + "issue:66624|issue:67347", + "issue:66848|issue:66945", + "issue:65603|issue:68735", + "issue:66942|issue:67347", + "issue:66942|issue:67597", + "issue:66848|issue:67074", + "issue:66624|issue:67074", + "issue:66641|issue:66945", + "issue:66641|issue:67347", + "issue:65193|issue:66016", + "issue:66641|issue:67649", + "issue:32493|issue:65751", + "issue:66641|issue:66942", + "issue:66641|issue:66848", + "issue:66624|issue:67597", + "issue:66848|issue:67347", + "issue:66624|issue:66848", + "issue:66624|issue:66942", + "issue:66624|issue:66945", + "issue:66641|issue:67597", + "issue:66693|issue:67347", + "issue:66624|issue:67516", + "issue:64067|issue:64975", + "issue:66693|issue:67597", + "issue:64602|issue:65350" + ], + "prepared_review_unit_hash": "e7a96bf34a943a4fc5bfb952c883f4da27b71977574d04122cdec66bea871f75", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 47, + "serialized_chars": 41158, + "estimated_input_tokens": 10290, + "estimated_eval_tokens": 20836 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Mostly duplicate families are clear: the trim-TypeError onboarding cluster, the qa-scenario-pack missing-file regression, exact-title repeats, and a few exact same-symptom provider/install bugs. I tightened the LLM-provider soft edge and rejected issue:65603 vs issue:68735 because the packet only supports a broad theme, not the same concrete bug.", + "confidence": 0.68, + "canonical_issue_reason": "issue:66641 is the best anchor for the trim-crash family because it names a concrete repro path (QuickStart/select channel) and the underlying TypeError, making nearby reports easier to consolidate.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:66641 is the most actionable representative issue in the cluster: specific repro, clear crash signature, and central to the largest duplicate family.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:62748", + "right": "issue:62749", + "accept": true, + "reason": "Exact same Slack manifest framing bug; straightforward duplicate." + }, + { + "left": "issue:66323", + "right": "issue:66324", + "accept": false, + "reason": "Different promotional/spam-like Chinese titles; no evidence they describe the same bug." + }, + { + "left": "issue:67233", + "right": "issue:67244", + "accept": true, + "reason": "Same ACP agent-run failure with identical title and description; clear duplicate." + }, + { + "left": "issue:67937", + "right": "issue:67938", + "accept": true, + "reason": "Same probe-timeout bug with the same cause described in the title." + }, + { + "left": "issue:66319", + "right": "issue:66323", + "accept": false, + "reason": "Promotional/spam-like issues with different wording; not the same concrete bug." + }, + { + "left": "issue:66319", + "right": "issue:66324", + "accept": false, + "reason": "Promotional/spam-like issues with different wording; not the same concrete bug." + }, + { + "left": "issue:66323", + "right": "issue:66325", + "accept": false, + "reason": "Promotional/spam-like issues with different wording; not the same concrete bug." + }, + { + "left": "issue:66324", + "right": "issue:66325", + "accept": false, + "reason": "Promotional/spam-like issues with different wording; not the same concrete bug." + }, + { + "left": "issue:67670", + "right": "issue:67673", + "accept": true, + "reason": "Same Cloudflare/proxy provider-blocking bug with identical title wording." + }, + { + "left": "issue:67994", + "right": "issue:68001", + "accept": true, + "reason": "Exact same Ollama/TUI reply regression." + }, + { + "left": "issue:66319", + "right": "issue:66325", + "accept": false, + "reason": "Promotional/spam-like issues with different wording; not the same concrete bug." + }, + { + "left": "issue:53871", + "right": "issue:53876", + "accept": true, + "reason": "Same Telegram post-upgrade configuration regression; titles differ only by formatting/version detail." + }, + { + "left": "issue:66597", + "right": "issue:66598", + "accept": true, + "reason": "Same webchat flicker-after-send bug, just phrased slightly differently." + }, + { + "left": "issue:68001", + "right": "issue:68002", + "accept": true, + "reason": "Same Ollama/TUI reply regression; later duplicate report." + }, + { + "left": "issue:67183", + "right": "issue:67191", + "accept": true, + "reason": "Same BOOT.md delivery bug with the same deliver:false root cause." + }, + { + "left": "issue:67994", + "right": "issue:68002", + "accept": true, + "reason": "Same Ollama/TUI reply regression; clearly the same issue family." + }, + { + "left": "issue:33537", + "right": "issue:33542", + "accept": false, + "reason": "Different extension targets (iMessage vs Slack); same symptom pattern, but not enough to prove one concrete bug." + }, + { + "left": "issue:67972", + "right": "issue:67984", + "accept": true, + "reason": "Same npm install failure for openclaw@latest in the same release." + }, + { + "left": "issue:33533", + "right": "issue:33542", + "accept": false, + "reason": "Different extension targets (Signal vs Slack); related symptom, but not the same concrete bug." + }, + { + "left": "issue:66942", + "right": "issue:66945", + "accept": true, + "reason": "Same generic trim TypeError title; likely the same crash report." + }, + { + "left": "issue:66848", + "right": "issue:67597", + "accept": true, + "reason": "Same generic trim TypeError; these look like duplicate crash reports." + }, + { + "left": "issue:66848", + "right": "issue:66942", + "accept": true, + "reason": "Same generic trim TypeError; these look like duplicate crash reports." + }, + { + "left": "issue:66848", + "right": "issue:66945", + "accept": true, + "reason": "Same generic trim TypeError; these look like duplicate crash reports." + }, + { + "left": "issue:65603", + "right": "issue:68735", + "accept": false, + "reason": "Titles only share a broad LLM-provider rejection theme; the packet gives no body-level or link evidence that they are the same concrete bug." + }, + { + "left": "issue:66942", + "right": "issue:67347", + "accept": true, + "reason": "Same trim TypeError family; the titles point to the same crash." + }, + { + "left": "issue:66942", + "right": "issue:67597", + "accept": true, + "reason": "Same trim TypeError family; the titles point to the same crash." + }, + { + "left": "issue:66848", + "right": "issue:67074", + "accept": true, + "reason": "Same trim TypeError regression, with one report localized into Chinese." + }, + { + "left": "issue:66624", + "right": "issue:67074", + "accept": true, + "reason": "Same onboarding/configure-channel trim crash family." + }, + { + "left": "issue:66641", + "right": "issue:66945", + "accept": true, + "reason": "Same trim crash family around onboarding/QuickStart." + }, + { + "left": "issue:66641", + "right": "issue:67347", + "accept": true, + "reason": "Same trim crash family around onboarding/QuickStart." + }, + { + "left": "issue:65193", + "right": "issue:66016", + "accept": true, + "reason": "Same cron runningAtMs TypeError; clear duplicate bug report." + }, + { + "left": "issue:66641", + "right": "issue:66942", + "accept": true, + "reason": "Same trim crash family around onboarding/QuickStart." + }, + { + "left": "issue:66641", + "right": "issue:66848", + "accept": true, + "reason": "Same trim crash family around onboarding/QuickStart." + }, + { + "left": "issue:66624", + "right": "issue:66848", + "accept": true, + "reason": "Same onboarding/configure-channel trim crash family." + }, + { + "left": "issue:66624", + "right": "issue:66942", + "accept": true, + "reason": "Same onboarding/configure-channel trim crash family." + }, + { + "left": "issue:66624", + "right": "issue:66945", + "accept": true, + "reason": "Same onboarding/configure-channel trim crash family." + }, + { + "left": "issue:66624", + "right": "issue:67074", + "accept": true, + "reason": "Same trim crash family; the Chinese report matches the same undefined.trim failure." + }, + { + "left": "issue:66641", + "right": "issue:67649", + "accept": true, + "reason": "Same QuickStart/onboarding trim crash, just phrased more generally in the second report." + }, + { + "left": "issue:66693", + "right": "issue:67347", + "accept": true, + "reason": "Same onboarding trim TypeError; both reports describe the same crash path." + }, + { + "left": "issue:66693", + "right": "issue:67597", + "accept": true, + "reason": "Same onboarding trim TypeError; both reports describe the same crash path." + }, + { + "left": "issue:66624", + "right": "issue:67516", + "accept": true, + "reason": "Same onboarding/configure-channel trim crash family." + }, + { + "left": "issue:64067", + "right": "issue:64975", + "accept": true, + "reason": "Same completion-cache failure: qa scenario pack missing qa/scenarios/index.md." + }, + { + "left": "issue:66693", + "right": "issue:67597", + "accept": true, + "reason": "Same onboarding trim TypeError; both reports describe the same crash path." + }, + { + "left": "issue:64602", + "right": "issue:65350", + "accept": true, + "reason": "Same memory-core narrative generation failure with idempotencyKey required." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "Overall the clustering is plausible, but at least one soft-edge accept is too strong for the evidence in the packet. In particular, issue:65603 vs issue:68735 only share a broad LLM-provider failure theme; the titles are not the same and the packet provides no body-level or link evidence that they are the same bug. Because the review needs to stay conservative on soft edges, I can\u2019t accept this set as-is." + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 2, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:30908", + "issue:33504", + "issue:33533", + "issue:33537", + "issue:33542", + "issue:35884", + "issue:55346", + "issue:55350", + "issue:62875", + "issue:62905", + "issue:63092", + "issue:63214", + "issue:63705", + "issue:64067", + "issue:64250", + "issue:64295", + "issue:64602", + "issue:64686", + "issue:64845", + "issue:64861", + "issue:64894", + "issue:65045", + "issue:65515", + "issue:65829", + "issue:65832", + "issue:66082", + "issue:66619", + "issue:66621", + "issue:66624", + "issue:66641", + "issue:66669", + "issue:66693", + "issue:66718", + "issue:66848", + "issue:66942", + "issue:66945", + "issue:67029", + "issue:67074", + "issue:67100", + "issue:67358", + "issue:67411", + "issue:67516", + "issue:67649", + "issue:68074", + "issue:68154", + "issue:68461", + "issue:68786" + ], + "soft_pairs": [ + "issue:66621|issue:66669", + "issue:66693|issue:66945", + "issue:64250|issue:68461", + "issue:66693|issue:66942", + "issue:67100|issue:67516", + "issue:65829|issue:65832", + "issue:63705|issue:64067", + "issue:55346|issue:55350", + "issue:63214|issue:64845", + "issue:67029|issue:68074", + "issue:64295|issue:64602", + "issue:67411|issue:67516", + "issue:68154|issue:68786", + "issue:33504|issue:33542", + "issue:66624|issue:66718", + "issue:64686|issue:65515", + "issue:33533|issue:33537", + "issue:66619|issue:67074", + "issue:66624|issue:67100", + "issue:66619|issue:67649", + "issue:66624|issue:67649", + "issue:30908|issue:35884", + "issue:66619|issue:66641", + "issue:64861|issue:64894", + "issue:62875|issue:62905", + "issue:66641|issue:67074", + "issue:66624|issue:67358", + "issue:64894|issue:65045", + "issue:66693|issue:67649", + "issue:66848|issue:67649", + "issue:63092|issue:66082" + ], + "prepared_review_unit_hash": "7a3e65dd8f0d430600aaad087b0b4ce6cc7a1abe8f8703af796fd6aa6316e682", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 31, + "serialized_chars": 36829, + "estimated_input_tokens": 9208, + "estimated_eval_tokens": 18672 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "The set is mostly several tight duplicate subgroups rather than one single bug: onboarding/\"trim\" TypeErrors, memory-core idempotencyKey failures, Telegram packaging/setup bugs, Discord reconnect crashes, and a few exact config/provenance/image-tool duplicates. No PRs are present.", + "confidence": 0.88, + "canonical_issue_reason": "Issue 66693 is the strongest consolidation target for the largest duplicate family: the onboarding/channel-selection \"trim\" TypeError. It has high discussion/inbound activity and clearly sits at the center of multiple near-duplicate reports.", + "canonical_pr_reason": null, + "best_issue_reason": "Same reason: 66693 is the most representative issue among the provided set for the biggest duplicate cluster, so it is the best single issue to keep as the canonical tracker.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:66621", + "right": "issue:66669", + "accept": true, + "reason": "Same user-facing webchat bug: user-sent image attachments are not rendered." + }, + { + "left": "issue:66693", + "right": "issue:66945", + "accept": true, + "reason": "Same onboarding trim TypeError reported with slightly different wording." + }, + { + "left": "issue:64250", + "right": "issue:68461", + "accept": true, + "reason": "Both report the same \"Context limit exceeded\" reset/conversation error." + }, + { + "left": "issue:66693", + "right": "issue:66942", + "accept": true, + "reason": "Same trim-related onboarding failure; titles describe the same crash." + }, + { + "left": "issue:67100", + "right": "issue:67516", + "accept": true, + "reason": "Same onboarding/channel-selection trim TypeError, just phrased differently." + }, + { + "left": "issue:65829", + "right": "issue:65832", + "accept": true, + "reason": "Exact same custom-provider image tool/model registry bug." + }, + { + "left": "issue:63705", + "right": "issue:64067", + "accept": true, + "reason": "Same completion-cache update failure: missing qa scenario pack path." + }, + { + "left": "issue:55346", + "right": "issue:55350", + "accept": true, + "reason": "Same Discord gateway reconnect crash around max reconnect attempts / close code 1006." + }, + { + "left": "issue:63214", + "right": "issue:64845", + "accept": true, + "reason": "Exact same memory-core dreaming failure requiring idempotencyKey." + }, + { + "left": "issue:67029", + "right": "issue:68074", + "accept": true, + "reason": "Same memory-core narrative session cleanup failure due to missing operator.admin scope." + }, + { + "left": "issue:64295", + "right": "issue:64602", + "accept": true, + "reason": "Same idempotencyKey-required dreaming narrative generation bug." + }, + { + "left": "issue:67411", + "right": "issue:67516", + "accept": true, + "reason": "Same trim TypeError during onboarding; one is a more specific save-phase report." + }, + { + "left": "issue:68154", + "right": "issue:68786", + "accept": true, + "reason": "Same security-audit false positive for bundled plugins being flagged as phantom." + }, + { + "left": "issue:33504", + "right": "issue:33542", + "accept": true, + "reason": "Same sendMedia/mediaLocalRoots forwarding bug in extension plugins; different plugin names but same defect pattern." + }, + { + "left": "issue:66624", + "right": "issue:66718", + "accept": true, + "reason": "Same trim TypeError in the channel-selection/configure onboarding flow." + }, + { + "left": "issue:64686", + "right": "issue:65515", + "accept": true, + "reason": "Same false provenance warning for ouraclaw in openclaw status." + }, + { + "left": "issue:33533", + "right": "issue:33537", + "accept": true, + "reason": "Same sendMedia/mediaLocalRoots forwarding bug across extension plugins." + }, + { + "left": "issue:66619", + "right": "issue:67074", + "accept": true, + "reason": "Same trim-related setup/onboarding crash; wording and locale differ but the error is the same." + }, + { + "left": "issue:66624", + "right": "issue:67100", + "accept": true, + "reason": "Same onboarding trim crash, one during channel selection and one during onboarding." + }, + { + "left": "issue:66619", + "right": "issue:67649", + "accept": true, + "reason": "Same undefined-trim crash in the QuickStart/setup path." + }, + { + "left": "issue:66624", + "right": "issue:67649", + "accept": true, + "reason": "Same trim TypeError in onboarding/QuickStart flow." + }, + { + "left": "issue:30908", + "right": "issue:35884", + "accept": true, + "reason": "Same duplicate-plugin-id warning for the feishu bundled plugin." + }, + { + "left": "issue:66619", + "right": "issue:66641", + "accept": true, + "reason": "Same undefined-trim crash triggered during channel selection in onboarding." + }, + { + "left": "issue:64861", + "right": "issue:64894", + "accept": true, + "reason": "Same OpenAI Codex OAuth invalid_scope/model.request failure." + }, + { + "left": "issue:62875", + "right": "issue:62905", + "accept": true, + "reason": "Same Telegram bundled-plugin packaging bug: missing required src files." + }, + { + "left": "issue:66693", + "right": "issue:67649", + "accept": true, + "reason": "Same trim TypeError in onboarding/QuickStart; both describe the same crash family." + }, + { + "left": "issue:66848", + "right": "issue:67649", + "accept": true, + "reason": "Same generic trim TypeError during onboarding/QuickStart setup." + }, + { + "left": "issue:63092", + "right": "issue:66082", + "accept": true, + "reason": "Same memory-wiki bridge artifact-export issue showing zero artifacts despite memory-core content being present." + }, + { + "left": "issue:66624", + "right": "issue:66718", + "accept": true, + "reason": "Same trim TypeError in the configure/onboarding channel-selection flow." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet: it correctly identifies multiple separate duplicate clusters, names 66693 as the strongest canonical target for the largest trim/TypeError cluster, and correctly notes that no PRs are present. The soft-edge acceptances are generally conservative enough given the titles and the shared error strings." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 3, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:31959", + "issue:35095", + "issue:53294", + "issue:53558", + "issue:53618", + "issue:62409", + "issue:62875", + "issue:62886", + "issue:63092", + "issue:63197", + "issue:63214", + "issue:63510", + "issue:63569", + "issue:63665", + "issue:63705", + "issue:63768", + "issue:64019", + "issue:64067", + "issue:64295", + "issue:64348", + "issue:64510", + "issue:64551", + "issue:64602", + "issue:64833", + "issue:64932", + "issue:64975", + "issue:65045", + "issue:65276", + "issue:65350", + "issue:65695", + "issue:65698", + "issue:66096", + "issue:66099", + "issue:66480", + "issue:66527", + "issue:66619", + "issue:66641", + "issue:66693", + "issue:67074", + "issue:67076", + "issue:67291", + "issue:67358", + "issue:67411", + "issue:67516", + "issue:67786", + "issue:67837", + "issue:68828" + ], + "soft_pairs": [ + "issue:63569|issue:64348", + "issue:63092|issue:64510", + "issue:66619|issue:67837", + "issue:62875|issue:62886", + "issue:66693|issue:67074", + "issue:35095|issue:67786", + "issue:64019|issue:64295", + "issue:66693|issue:67358", + "issue:64067|issue:64932", + "issue:67076|issue:67291", + "issue:53294|issue:53558", + "issue:63092|issue:63197", + "issue:63665|issue:63705", + "issue:53618|issue:66480", + "issue:63665|issue:64067", + "issue:63214|issue:64602", + "issue:67358|issue:67837", + "issue:66619|issue:67516", + "issue:64833|issue:65045", + "issue:66641|issue:67516", + "issue:63214|issue:65350", + "issue:64295|issue:65350", + "issue:66096|issue:66527", + "issue:64932|issue:64975", + "issue:63705|issue:64932", + "issue:67358|issue:67411", + "issue:62409|issue:65276", + "issue:65695|issue:66099", + "issue:63510|issue:63768", + "issue:65698|issue:68828", + "issue:31959|issue:64551" + ], + "prepared_review_unit_hash": "69cda03efeadfbfbc0d7c971b1b8a6b6c43cfb182b91af05f811aa5e83571263", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 31, + "serialized_chars": 36554, + "estimated_input_tokens": 9139, + "estimated_eval_tokens": 18534 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Mostly duplicate bug families: onboarding trim crashes, missing QA scenario packs/completion-cache failures, memory-wiki artifact import regressions, Telegram packaging/leak issues, and a few auth/runtime bugs. I accepted the same-underlying-defect pairs and rejected the WebChat image-upload pair because it is a feature request, not the same bugfix.", + "confidence": 0.79, + "canonical_issue_reason": "Best global issue anchor: issue:66693 is the most generic and representative report for the recurring onboarding \"Cannot read properties of undefined (reading 'trim')\" crash family, and it spans the broader channel-specific variants.", + "canonical_pr_reason": null, + "best_issue_reason": "Most suitable overall issue representative because it captures the shared onboarding trim-crash pattern with broad wording and strong duplicate signal across several variants.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:63569", + "right": "issue:64348", + "accept": true, + "reason": "Same missing qa/scenarios files causing completion-cache generation to fail." + }, + { + "left": "issue:63092", + "right": "issue:64510", + "accept": true, + "reason": "Same memory-wiki bridge regression: 0 artifacts imported despite memory-core public artifacts." + }, + { + "left": "issue:66619", + "right": "issue:67837", + "accept": true, + "reason": "Same undefined-trim onboarding/setup crash, reported through different channel-specific flows." + }, + { + "left": "issue:62875", + "right": "issue:62886", + "accept": true, + "reason": "Same Telegram packaging regression: bundled plugin missing src/ and setup-entry.js points at it." + }, + { + "left": "issue:66693", + "right": "issue:67074", + "accept": true, + "reason": "Same onboarding trim crash, with only wording/localization differences." + }, + { + "left": "issue:35095", + "right": "issue:67786", + "accept": true, + "reason": "Same Google Chat inbound webhook 401/auth failure despite valid audience/token." + }, + { + "left": "issue:64019", + "right": "issue:64295", + "accept": true, + "reason": "Same idempotencyKey-required failure in memory-core dreaming narrative generation." + }, + { + "left": "issue:66693", + "right": "issue:67358", + "accept": true, + "reason": "Same trim-related onboarding crash, surfaced in another setup path." + }, + { + "left": "issue:64067", + "right": "issue:64932", + "accept": true, + "reason": "Same completion-cache failure caused by missing qa/scenarios/index.md." + }, + { + "left": "issue:67076", + "right": "issue:67291", + "accept": true, + "reason": "Same undefined-trim onboarding crash; 67291 is the more detailed report." + }, + { + "left": "issue:53294", + "right": "issue:53558", + "accept": true, + "reason": "Same memory status bug reporting 0 files/chunks with the QMD backend." + }, + { + "left": "issue:63092", + "right": "issue:63197", + "accept": true, + "reason": "Same memory-wiki bridge regression where imports return 0 artifacts." + }, + { + "left": "issue:63665", + "right": "issue:63705", + "accept": true, + "reason": "Same completion-cache update failure: QA scenario pack not found at qa/scenarios/index.md." + }, + { + "left": "issue:53618", + "right": "issue:66480", + "accept": false, + "reason": "WebChat image upload is a feature request, not the same underlying bugfix as a duplicate bug report." + }, + { + "left": "issue:63665", + "right": "issue:64067", + "accept": true, + "reason": "Same missing QA scenario pack error during completion-cache update." + }, + { + "left": "issue:63214", + "right": "issue:64602", + "accept": true, + "reason": "Same memory-core narrative generation failure requiring idempotencyKey." + }, + { + "left": "issue:67358", + "right": "issue:67837", + "accept": true, + "reason": "Same trim-related onboarding crash, reported from different setup flows." + }, + { + "left": "issue:66619", + "right": "issue:67516", + "accept": true, + "reason": "Same undefined-trim onboarding/setup crash." + }, + { + "left": "issue:64833", + "right": "issue:65045", + "accept": true, + "reason": "Same OpenAI Codex OAuth invalid_scope redirect problem; one report emphasizes the misleading callback symptom." + }, + { + "left": "issue:66641", + "right": "issue:67516", + "accept": true, + "reason": "Same onboarding/installer trim crash during setup." + }, + { + "left": "issue:64295", + "right": "issue:65350", + "accept": true, + "reason": "Same idempotencyKey-required error in memory-core narrative generation." + }, + { + "left": "issue:66096", + "right": "issue:66527", + "accept": true, + "reason": "Same missing subagent-registry.runtime.js npm packaging regression." + }, + { + "left": "issue:64932", + "right": "issue:64975", + "accept": true, + "reason": "Same CLI/completion failure caused by missing qa/scenarios/index.md." + }, + { + "left": "issue:63705", + "right": "issue:64932", + "accept": true, + "reason": "Same completion-cache missing scenario pack bug." + }, + { + "left": "issue:67358", + "right": "issue:67411", + "accept": true, + "reason": "Same undefined-trim onboarding/setup error during save/setup flow." + }, + { + "left": "issue:62409", + "right": "issue:65276", + "accept": true, + "reason": "Same Telegram leak of commentary-phase assistant text into user-visible chat." + }, + { + "left": "issue:65695", + "right": "issue:66099", + "accept": true, + "reason": "Same Chrome CDP startup/connectivity failure: websocket not reachable after start." + }, + { + "left": "issue:63510", + "right": "issue:63768", + "accept": true, + "reason": "Same completion-cache generation/update failure from missing qa/scenarios/index.md." + }, + { + "left": "issue:65698", + "right": "issue:68828", + "accept": true, + "reason": "Same memory-wiki bridge artifact-import regression tied to publicArtifacts access/restoration." + }, + { + "left": "issue:31959", + "right": "issue:64551", + "accept": true, + "reason": "Same macOS node regression where system.run.prepare is missing and exec host=node fails." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "The cluster summary is mostly grounded, but at least one soft-edge verdict is too aggressive: issue:53618 vs issue:66480 is a feature request for WebChat image upload, not the same bugfix as a duplicate bug report, so it should not be accepted as mergeable into one PR. A few other cross-channel trim pairs are also only soft-similarity and should be phrased more conservatively." + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 4, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:33554", + "issue:33561", + "issue:35045", + "issue:35051", + "issue:53174", + "issue:53386", + "issue:53472", + "issue:61033", + "issue:62038", + "issue:62272", + "issue:62574", + "issue:62875", + "issue:62904", + "issue:63092", + "issue:63225", + "issue:64011", + "issue:64295", + "issue:64590", + "issue:64845", + "issue:64861", + "issue:65045", + "issue:65193", + "issue:65281", + "issue:65350", + "issue:65529", + "issue:65698", + "issue:65840", + "issue:66078", + "issue:66486", + "issue:66619", + "issue:66624", + "issue:66641", + "issue:66688", + "issue:66693", + "issue:66848", + "issue:67072", + "issue:67076", + "issue:67081", + "issue:67100", + "issue:67190", + "issue:67291", + "issue:67353", + "issue:67358", + "issue:67684", + "issue:67930", + "issue:67931", + "issue:68484" + ], + "soft_pairs": [ + "issue:62038|issue:64011", + "issue:64295|issue:64845", + "issue:67930|issue:67931", + "issue:67072|issue:67081", + "issue:35045|issue:35051", + "issue:66619|issue:67100", + "issue:65840|issue:66486", + "issue:66619|issue:66848", + "issue:66641|issue:67100", + "issue:33554|issue:33561", + "issue:66619|issue:66624", + "issue:66848|issue:67076", + "issue:66624|issue:67684", + "issue:66624|issue:66693", + "issue:53174|issue:53472", + "issue:66078|issue:66688", + "issue:66693|issue:67100", + "issue:65193|issue:66619", + "issue:64590|issue:65350", + "issue:67291|issue:67358", + "issue:62574|issue:65529", + "issue:62875|issue:62904", + "issue:63092|issue:65698", + "issue:67291|issue:67353", + "issue:65193|issue:66624", + "issue:65281|issue:68484", + "issue:62272|issue:63225", + "issue:67100|issue:67684", + "issue:64861|issue:65045", + "issue:53386|issue:61033", + "issue:66624|issue:67076", + "issue:63092|issue:67190", + "issue:66693|issue:67291", + "issue:66693|issue:67353", + "issue:65193|issue:66641" + ], + "prepared_review_unit_hash": "2aac75f1629d008a8cf91fa96b0ef8ffd96bb027ea0d64f366efc002ad81ce47", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 35, + "serialized_chars": 37678, + "estimated_input_tokens": 9420, + "estimated_eval_tokens": 19096 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This cluster is dominated by a few duplicate bug families: the onboarding/channel-selection `trim` crash, memory narrative generation `idempotencyKey` failures, and a couple of webchat/image/wikibridge regressions. No PRs are present, so the analysis is issue-only.", + "confidence": 0.88, + "canonical_issue_reason": "issue:67291 is the strongest representative of the large onboarding `trim` crash family: it has a clear repro, broad symptom coverage (channel setup / skip flow), and the highest discussion/inbound activity among the overlapping reports.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:67291 best represents the dominant duplicate set and is the clearest single issue to keep as the canonical onboarding crash report.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:62038", + "right": "issue:64011", + "accept": false, + "reason": "Same exception text, but different providers and contexts (Telegram gateway crash-loop vs Discord Windows crash), so this is not clearly the same underlying bug." + }, + { + "left": "issue:64295", + "right": "issue:64845", + "accept": true, + "reason": "Both report memory-core narrative generation failing because `idempotencyKey` is required / missing." + }, + { + "left": "issue:67930", + "right": "issue:67931", + "accept": true, + "reason": "Exact duplicate feature request asking for llama.cpp support." + }, + { + "left": "issue:67072", + "right": "issue:67081", + "accept": true, + "reason": "Same webchat symptom: a sent user message does not render immediately and only appears after the assistant responds." + }, + { + "left": "issue:35045", + "right": "issue:35051", + "accept": false, + "reason": "Related malformed-content crashes, but one is in the response parser and the other in input conversion, so they are different code paths." + }, + { + "left": "issue:66619", + "right": "issue:67100", + "accept": true, + "reason": "Same onboarding/channel-selection `trim` TypeError during channel setup." + }, + { + "left": "issue:65840", + "right": "issue:66486", + "accept": true, + "reason": "Both describe the image tool rejecting a registered `imageModel` as `Unknown model`." + }, + { + "left": "issue:66619", + "right": "issue:66848", + "accept": true, + "reason": "Both are the same `Cannot read properties of undefined (reading 'trim')` onboarding/setup crash." + }, + { + "left": "issue:66641", + "right": "issue:67100", + "accept": true, + "reason": "Same onboarding channel-selection `trim` crash with the same failure mode." + }, + { + "left": "issue:33554", + "right": "issue:33561", + "accept": false, + "reason": "Similar outbound-send behavior, but Discord and Mattermost are different extensions and the threadId handling is not the same concrete bug." + }, + { + "left": "issue:66619", + "right": "issue:66624", + "accept": true, + "reason": "Both reports point to the same onboarding/channel-selection `trim` error." + }, + { + "left": "issue:66848", + "right": "issue:67076", + "accept": true, + "reason": "Same undefined-`trim` TypeError report, just phrased differently." + }, + { + "left": "issue:66624", + "right": "issue:67684", + "accept": true, + "reason": "Same onboarding `trim` crash; the second report is just a typoed variant of the same error." + }, + { + "left": "issue:66624", + "right": "issue:66693", + "accept": true, + "reason": "Same onboarding/channel-selection `trim` exception." + }, + { + "left": "issue:53174", + "right": "issue:53472", + "accept": true, + "reason": "Both `/btw` reports fail with the same `400 [] is too short - 'tools'` error, suggesting the same request-construction bug." + }, + { + "left": "issue:66078", + "right": "issue:66688", + "accept": true, + "reason": "Exact same memory embedding provider problem: Ollama is not recognized." + }, + { + "left": "issue:66693", + "right": "issue:67100", + "accept": true, + "reason": "Same onboarding `trim` crash during channel selection/setup." + }, + { + "left": "issue:65193", + "right": "issue:66619", + "accept": false, + "reason": "Different subsystems and different failures: cron `runningAtMs` vs onboarding `trim`." + }, + { + "left": "issue:64590", + "right": "issue:65350", + "accept": true, + "reason": "Same memory-core narrative generation failure caused by missing `idempotencyKey`." + }, + { + "left": "issue:67291", + "right": "issue:67358", + "accept": true, + "reason": "Both are the same onboarding `trim` crash, with Telegram called out in one report." + }, + { + "left": "issue:62574", + "right": "issue:65529", + "accept": false, + "reason": "Both concern missing TTS provider registration, but they name different providers (Microsoft TTS vs Microsoft Edge TTS), so they are not clearly the same bug." + }, + { + "left": "issue:62875", + "right": "issue:62904", + "accept": true, + "reason": "Same Telegram bundled-plugin packaging issue: missing `src/` causes config load failure." + }, + { + "left": "issue:63092", + "right": "issue:65698", + "accept": true, + "reason": "Same memory-wiki bridge import failure returning 0 artifacts, with the later report identifying the cached-registry/publicArtifacts root cause." + }, + { + "left": "issue:67291", + "right": "issue:67353", + "accept": true, + "reason": "Same onboarding crash on `trim` when setting up channels, including the skip-channel path." + }, + { + "left": "issue:65193", + "right": "issue:66624", + "accept": false, + "reason": "Cron `runningAtMs` error and onboarding `trim` error are unrelated." + }, + { + "left": "issue:65281", + "right": "issue:68484", + "accept": true, + "reason": "Both report webchat image paste/send not working in the same version window." + }, + { + "left": "issue:62272", + "right": "issue:63225", + "accept": true, + "reason": "Exact duplicate `Cannot find module '@buape/carbon'` update failure." + }, + { + "left": "issue:67100", + "right": "issue:67684", + "accept": true, + "reason": "Same onboarding `trim` crash; one report just misspells `undefined`." + }, + { + "left": "issue:64861", + "right": "issue:65045", + "accept": true, + "reason": "Same OpenAI Codex OAuth `invalid_scope` failure for `model.request`." + }, + { + "left": "issue:53386", + "right": "issue:61033", + "accept": true, + "reason": "Same WhatsApp self-message echo loop causing infinite replies." + }, + { + "left": "issue:66624", + "right": "issue:67076", + "accept": true, + "reason": "Same `trim` TypeError during onboarding/channel selection." + }, + { + "left": "issue:63092", + "right": "issue:67190", + "accept": true, + "reason": "Both describe the wiki bridge import returning 0 artifacts; the CLI-vs-gateway detail still points to the same underlying import bug." + }, + { + "left": "issue:65193", + "right": "issue:66641", + "accept": false, + "reason": "Different failure modes and subsystems: cron undefined state vs onboarding `trim` crash." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet: the onboarding `trim` crash family is clearly the largest cluster, the memory-core `idempotencyKey` reports are a smaller duplicate set, and the remaining webchat/image/wiki items are reasonably characterized as separate smaller regressions. The soft-edge verdicts are generally conservative, with the non-duplicates rejected and the clear near-duplicates accepted." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 5, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:53824", + "issue:62819", + "issue:62868", + "issue:62905", + "issue:63197", + "issue:63429", + "issue:63510", + "issue:63541", + "issue:63681", + "issue:64011", + "issue:64019", + "issue:64499", + "issue:64510", + "issue:64551", + "issue:64590", + "issue:64602", + "issue:64668", + "issue:64894", + "issue:64947", + "issue:65009", + "issue:65193", + "issue:65350", + "issue:65698", + "issue:65740", + "issue:65890", + "issue:65908", + "issue:65990", + "issue:66050", + "issue:66077", + "issue:66078", + "issue:66099", + "issue:66163", + "issue:66328", + "issue:66335", + "issue:66518", + "issue:66611", + "issue:66619", + "issue:66641", + "issue:66688", + "issue:66693", + "issue:66839", + "issue:66958", + "issue:67076", + "issue:67104", + "issue:67922", + "issue:68027", + "issue:68117" + ], + "soft_pairs": [ + "issue:64551|issue:66839", + "issue:65890|issue:65908", + "issue:66641|issue:67076", + "issue:64011|issue:65009", + "issue:64499|issue:66839", + "issue:66619|issue:66693", + "issue:66611|issue:68027", + "issue:63429|issue:66688", + "issue:63510|issue:63541", + "issue:63429|issue:66078", + "issue:64894|issue:64947", + "issue:65990|issue:68117", + "issue:53824|issue:62819", + "issue:62868|issue:62905", + "issue:66050|issue:66099", + "issue:64590|issue:64602", + "issue:66693|issue:67076", + "issue:65193|issue:66693", + "issue:64668|issue:65698", + "issue:66077|issue:66518", + "issue:65990|issue:66335", + "issue:63681|issue:66163", + "issue:63197|issue:64510", + "issue:66077|issue:66688", + "issue:64019|issue:65350", + "issue:65740|issue:66099", + "issue:66958|issue:67104", + "issue:63681|issue:66077", + "issue:66328|issue:67922" + ], + "prepared_review_unit_hash": "b566ee39956d43b49772e9d8b844ef24b104840742b8b2825c76b6b7e02d7502", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 29, + "serialized_chars": 36152, + "estimated_input_tokens": 9038, + "estimated_eval_tokens": 18332 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This cluster is actually several duplicate subclusters: browser/CDP startup and attach/connect failures, memory embedding-provider resolution errors for `ollama`, Telegram/onboarding `trim` crashes, memory-wiki bridge artifact export failures, and a few smaller cron/idempotency/manifest issues. I accepted only the pairs that clearly share the same concrete bug path.", + "confidence": 0.88, + "canonical_issue_reason": "issue:66050 is the most generic and representative browser/CDP report: it describes the shared failure mode without extra environment-specific framing, and it aligns with several near-identical CDP websocket duplicates.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:66050 is the strongest overall issue representative for the largest browser/CDP duplicate subcluster; its wording is broad enough to cover the same underlying startup/connectivity failure seen in the related reports.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:64551", + "right": "issue:66839", + "accept": true, + "reason": "Same macOS node bug: `system.run.prepare` is missing, so `exec host=node` fails." + }, + { + "left": "issue:65890", + "right": "issue:65908", + "accept": true, + "reason": "Same QMD collection mismatch causing search to fall back to builtin." + }, + { + "left": "issue:66641", + "right": "issue:67076", + "accept": true, + "reason": "Both report the same onboarding/install `trim` crash path." + }, + { + "left": "issue:64011", + "right": "issue:65009", + "accept": true, + "reason": "Same gateway zombie-connection crash after disconnect/restart, including systemd restart behavior." + }, + { + "left": "issue:64499", + "right": "issue:66839", + "accept": true, + "reason": "Same macOS companion/node `system.run.prepare` advertising failure breaking `exec host=node`." + }, + { + "left": "issue:66619", + "right": "issue:66693", + "accept": true, + "reason": "Same setup/onboarding `trim` undefined crash." + }, + { + "left": "issue:66611", + "right": "issue:68027", + "accept": true, + "reason": "Same browser attachOnly/CDP connection failure around the `openclaw` profile." + }, + { + "left": "issue:63429", + "right": "issue:66688", + "accept": true, + "reason": "Same `Unknown memory embedding provider: ollama` error in memory indexing commands." + }, + { + "left": "issue:63510", + "right": "issue:63541", + "accept": true, + "reason": "Same missing `qa/scenarios/index.md` published-dist problem crashing completion cache generation." + }, + { + "left": "issue:63429", + "right": "issue:66078", + "accept": true, + "reason": "Same `ollama` provider resolution bug." + }, + { + "left": "issue:64894", + "right": "issue:64947", + "accept": true, + "reason": "Same OpenAI Codex OAuth scope regression (`invalid_scope` for `model.request` / `api.responses.write`)." + }, + { + "left": "issue:65990", + "right": "issue:68117", + "accept": true, + "reason": "Same Chrome CDP websocket-not-reachable startup failure." + }, + { + "left": "issue:53824", + "right": "issue:62819", + "accept": true, + "reason": "Both describe cron delivery failing in isolated session after gateway restart." + }, + { + "left": "issue:62868", + "right": "issue:62905", + "accept": true, + "reason": "Same bundled Telegram plugin startup failure from missing `src/channel.setup.js`." + }, + { + "left": "issue:66050", + "right": "issue:66099", + "accept": true, + "reason": "Same CDP websocket not reachable after Chrome start." + }, + { + "left": "issue:64590", + "right": "issue:64602", + "accept": true, + "reason": "Same narrative generation failure caused by missing `idempotencyKey`." + }, + { + "left": "issue:66693", + "right": "issue:67076", + "accept": true, + "reason": "Same `trim` undefined onboarding crash, just reported with different wording." + }, + { + "left": "issue:65193", + "right": "issue:66693", + "accept": false, + "reason": "Different bugs: cron `runningAtMs` undefined vs onboarding `trim` crash." + }, + { + "left": "issue:64668", + "right": "issue:65698", + "accept": true, + "reason": "Same memory-wiki bridge import failure; 65698 gives the root cause of missing restored public artifacts." + }, + { + "left": "issue:66077", + "right": "issue:66518", + "accept": true, + "reason": "Same `Unknown memory embedding provider: ollama` bug in deep/status memory commands." + }, + { + "left": "issue:65990", + "right": "issue:66335", + "accept": true, + "reason": "Same browser startup/CDP websocket failure, with manual CDP working as the contrasting symptom." + }, + { + "left": "issue:63681", + "right": "issue:66163", + "accept": true, + "reason": "Same `ollama` provider error hitting CLI memory commands." + }, + { + "left": "issue:63197", + "right": "issue:64510", + "accept": true, + "reason": "Same memory-wiki bridge import regression with zero imported artifacts." + }, + { + "left": "issue:66077", + "right": "issue:66688", + "accept": true, + "reason": "Same `ollama` provider resolution failure during memory index/status operations." + }, + { + "left": "issue:64019", + "right": "issue:65350", + "accept": true, + "reason": "Same missing `idempotencyKey` required-property failure in narrative generation." + }, + { + "left": "issue:65740", + "right": "issue:66099", + "accept": true, + "reason": "Same Chrome CDP websocket startup failure; 65740 is the macOS ARM64 variant." + }, + { + "left": "issue:66958", + "right": "issue:67104", + "accept": true, + "reason": "Same Telegram command-menu initialization bug where runtime registration resolves to empty." + }, + { + "left": "issue:63681", + "right": "issue:66077", + "accept": true, + "reason": "Same `ollama` provider bug across memory command paths." + }, + { + "left": "issue:66328", + "right": "issue:67922", + "accept": false, + "reason": "Related Dream Diary output issues, but one is stdout-vs-file and the other is extra daily-memory-file writes; not the same concrete bug." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The cluster summary is grounded in the packet and stays appropriately conservative. The accepted soft pairs are generally supported by the titles, and the representative issue choice (66050) is a reasonable generic browser/CDP anchor for the largest subcluster." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 6, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:31633", + "issue:36185", + "issue:48624", + "issue:49395", + "issue:52605", + "issue:53231", + "issue:53558", + "issue:53592", + "issue:53888", + "issue:53927", + "issue:57542", + "issue:62886", + "issue:62898", + "issue:62920", + "issue:62995", + "issue:63157", + "issue:63184", + "issue:63214", + "issue:63314", + "issue:63465", + "issue:63510", + "issue:63541", + "issue:63705", + "issue:63768", + "issue:63946", + "issue:64019", + "issue:64226", + "issue:64295", + "issue:64475", + "issue:64590", + "issue:64602", + "issue:64668", + "issue:65092", + "issue:65434", + "issue:65722", + "issue:66016", + "issue:66097", + "issue:66382", + "issue:66480", + "issue:66487", + "issue:66619", + "issue:66624", + "issue:66641", + "issue:66693", + "issue:67411", + "issue:67573", + "issue:67622", + "issue:68828" + ], + "soft_pairs": [ + "issue:66016|issue:66624", + "issue:66016|issue:66619", + "issue:31633|issue:36185", + "issue:62886|issue:62898", + "issue:64475|issue:67573", + "issue:62920|issue:63465", + "issue:65092|issue:65722", + "issue:63214|issue:64590", + "issue:63541|issue:63768", + "issue:48624|issue:52605", + "issue:66016|issue:66641", + "issue:65092|issue:68828", + "issue:53592|issue:62995", + "issue:64668|issue:65722", + "issue:66480|issue:67622", + "issue:63314|issue:64226", + "issue:63946|issue:68828", + "issue:63510|issue:63705", + "issue:64019|issue:64602", + "issue:62898|issue:63184", + "issue:53231|issue:53558", + "issue:64295|issue:64590", + "issue:66382|issue:66487", + "issue:63157|issue:63946", + "issue:66016|issue:66693", + "issue:53888|issue:57542", + "issue:49395|issue:53927", + "issue:63705|issue:63768", + "issue:65434|issue:66097", + "issue:66624|issue:67411" + ], + "prepared_review_unit_hash": "02980820bfcf212b31bc50487a5ff401d4fcc59a1be8d4745d93923558e9133a", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 30, + "serialized_chars": 36931, + "estimated_input_tokens": 9233, + "estimated_eval_tokens": 18722 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This cluster is not one duplicate set; it contains several distinct bug families. Most soft edges within the same family are true duplicates (BlueBubbles webhook 404, memory-core idempotencyKey, completion-cache missing file, memory-wiki capability restore, WhatsApp/Bedrock auth, etc.), but a few are false positives where only the subsystem or generic symptom overlaps.", + "confidence": 0.94, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": null, + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:66016", + "right": "issue:66624", + "accept": false, + "reason": "Different bugs: cron runningAtMs error vs onboarding trim error." + }, + { + "left": "issue:66016", + "right": "issue:66619", + "accept": false, + "reason": "Different bugs: cron failure vs Telegram setup trim error." + }, + { + "left": "issue:31633", + "right": "issue:36185", + "accept": true, + "reason": "Same media-root bug; both say handlers/tools use default roots instead of agent-scoped roots." + }, + { + "left": "issue:62886", + "right": "issue:62898", + "accept": true, + "reason": "Same setup-entry path bug affecting Telegram and other channel plugins." + }, + { + "left": "issue:64475", + "right": "issue:67573", + "accept": true, + "reason": "Same /new and /reset model-override clearing issue." + }, + { + "left": "issue:62920", + "right": "issue:63465", + "accept": true, + "reason": "Same managed-dreaming cron not being created after startup/config changes." + }, + { + "left": "issue:65092", + "right": "issue:65722", + "accept": false, + "reason": "Related memory-wiki import failures, but different suspected causes (cache capability loss vs CLI runtime init)." + }, + { + "left": "issue:63214", + "right": "issue:64590", + "accept": true, + "reason": "Same idempotencyKey-required failure in dreaming narrative generation." + }, + { + "left": "issue:63541", + "right": "issue:63768", + "accept": false, + "reason": "Both mention missing qa/scenarios/index.md, but one is a published-dist/install issue and the other is a cache refresh issue; not clearly the same code path." + }, + { + "left": "issue:48624", + "right": "issue:52605", + "accept": true, + "reason": "Same BlueBubbles webhook 404 route failure after upgrade." + }, + { + "left": "issue:66016", + "right": "issue:66641", + "accept": false, + "reason": "Different bugs: cron runningAtMs error vs onboarding trim error." + }, + { + "left": "issue:65092", + "right": "issue:68828", + "accept": true, + "reason": "Same memory-wiki import failure caused by capability exposure/restore problems." + }, + { + "left": "issue:53592", + "right": "issue:62995", + "accept": true, + "reason": "Same Bedrock aws-sdk auth-mode regression; API key lookup fails under instance role." + }, + { + "left": "issue:64668", + "right": "issue:65722", + "accept": true, + "reason": "Same memory-wiki bridge import failure; both point to missing plugin/runtime initialization." + }, + { + "left": "issue:66480", + "right": "issue:67622", + "accept": true, + "reason": "Same feature request for image/file upload in Control UI webchat." + }, + { + "left": "issue:63314", + "right": "issue:64226", + "accept": true, + "reason": "Same WhatsApp media-send silent failure around `hasMedia: false` in 2026.4.5+." + }, + { + "left": "issue:63946", + "right": "issue:68828", + "accept": true, + "reason": "Same memory-wiki bridge import/capability bug." + }, + { + "left": "issue:63510", + "right": "issue:63705", + "accept": true, + "reason": "Same completion-cache crash from missing qa/scenarios/index.md." + }, + { + "left": "issue:64019", + "right": "issue:64602", + "accept": true, + "reason": "Same missing idempotencyKey failure in memory-core narrative generation." + }, + { + "left": "issue:62898", + "right": "issue:63184", + "accept": true, + "reason": "Same non-existent ./src path in setup-entry.js breaking Telegram/channel plugins." + }, + { + "left": "issue:53231", + "right": "issue:53558", + "accept": true, + "reason": "Same QMD memory-status bug showing 0 files/0 chunks despite populated index." + }, + { + "left": "issue:64295", + "right": "issue:64590", + "accept": true, + "reason": "Same idempotencyKey-required narrative generation failure." + }, + { + "left": "issue:66382", + "right": "issue:66487", + "accept": true, + "reason": "Same heartbeat exec-event prompt bug dropping the real payload and falling back to generic text." + }, + { + "left": "issue:63157", + "right": "issue:63946", + "accept": true, + "reason": "Same cached-plugin-restore bug that drops memory capability and breaks bridge imports." + }, + { + "left": "issue:66016", + "right": "issue:66693", + "accept": false, + "reason": "Different bugs: cron runningAtMs error vs onboarding trim error." + }, + { + "left": "issue:53888", + "right": "issue:57542", + "accept": true, + "reason": "Same Google Chat app-url auth problem: appPrincipal/JWT-sub requirement is undocumented and failures are silent." + }, + { + "left": "issue:49395", + "right": "issue:53927", + "accept": true, + "reason": "Same BlueBubbles webhook POST 404 after plugin reports listening." + }, + { + "left": "issue:63705", + "right": "issue:63768", + "accept": true, + "reason": "Same completion-cache missing qa/scenarios/index.md failure." + }, + { + "left": "issue:65434", + "right": "issue:66097", + "accept": true, + "reason": "Same attachOnly CDP profile misdetected as not running despite healthy /json/version." + }, + { + "left": "issue:66624", + "right": "issue:67411", + "accept": true, + "reason": "Same onboarding trim/null-input failure during channel/model setup." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet: it correctly notes multiple distinct bug families rather than one duplicate set, and the soft-edge calls are mostly conservative based on the titles. The false edges are appropriately cautious where the symptoms are similar but the suspected causes differ. " + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 7, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:31959", + "issue:33533", + "issue:33537", + "issue:33542", + "issue:33548", + "issue:35045", + "issue:35063", + "issue:51824", + "issue:52482", + "issue:52766", + "issue:53168", + "issue:56193", + "issue:61724", + "issue:62049", + "issue:62158", + "issue:63569", + "issue:63681", + "issue:63693", + "issue:63768", + "issue:64012", + "issue:64499", + "issue:64551", + "issue:64667", + "issue:64894", + "issue:64912", + "issue:64947", + "issue:65045", + "issue:65082", + "issue:65431", + "issue:65518", + "issue:65523", + "issue:66189", + "issue:66518", + "issue:66619", + "issue:66641", + "issue:66839", + "issue:66848", + "issue:67044", + "issue:67684", + "issue:67806", + "issue:67837", + "issue:67907", + "issue:67999", + "issue:68172", + "issue:68261", + "issue:68810", + "issue:68815" + ], + "soft_pairs": [ + "issue:63681|issue:66518", + "issue:66189|issue:67044", + "issue:63569|issue:65082", + "issue:62049|issue:63693", + "issue:64499|issue:64551", + "issue:64947|issue:65045", + "issue:52766|issue:53168", + "issue:63768|issue:65082", + "issue:56193|issue:61724", + "issue:31959|issue:66839", + "issue:66619|issue:67684", + "issue:35045|issue:35063", + "issue:33542|issue:33548", + "issue:68810|issue:68815", + "issue:66848|issue:67837", + "issue:65518|issue:65523", + "issue:64912|issue:65082", + "issue:65431|issue:68172", + "issue:66641|issue:67684", + "issue:64667|issue:64894", + "issue:67806|issue:67999", + "issue:62158|issue:64012", + "issue:33533|issue:33548", + "issue:67907|issue:68261", + "issue:33537|issue:33548", + "issue:51824|issue:52482" + ], + "prepared_review_unit_hash": "21e79fe93919307dd6df096831c79879f87b0474bab812cfff408c2c67d0caf1", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 26, + "serialized_chars": 35101, + "estimated_input_tokens": 8776, + "estimated_eval_tokens": 17808 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "The set breaks into several distinct duplicate themes (package packaging regressions, macOS node capability gaps, OAuth scope failures, Control UI/provider-prefix mapping, and a few unrelated setup/parser bugs). I accepted only pairs that clearly share the same concrete root cause; broader similarity alone was not enough for the rest.", + "confidence": 0.84, + "canonical_issue_reason": "issue:65082 is the strongest canonical issue in the set: it most completely describes the recurring npm-package regression around missing qa/scenarios files, and multiple near-duplicates point to the same root cause.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:65082 is the best global issue representative because it has the clearest problem statement, the strongest duplicate evidence, and directly subsumes the other missing-qa/scenarios reports.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:63681", + "right": "issue:66518", + "accept": true, + "reason": "Same Ollama memory-embedding provider failure; one surfaces it in memory index, the other in memory status --deep." + }, + { + "left": "issue:66189", + "right": "issue:67044", + "accept": true, + "reason": "Same build/dist packaging bug: subagent-registry.runtime.js is missing from the output bundle." + }, + { + "left": "issue:63569", + "right": "issue:65082", + "accept": true, + "reason": "Same npm package regression: qa/scenarios files are missing and completion cache generation/update fails as a result." + }, + { + "left": "issue:62049", + "right": "issue:63693", + "accept": true, + "reason": "Same false-positive plugins.allow warning in status / memory-search resolution." + }, + { + "left": "issue:64499", + "right": "issue:64551", + "accept": true, + "reason": "Same macOS node problem: system.run.prepare is missing, so exec host=node fails." + }, + { + "left": "issue:64947", + "right": "issue:65045", + "accept": true, + "reason": "Same OpenAI Codex OAuth invalid_scope issue; both mention unauthorized model.request-style scopes." + }, + { + "left": "issue:52766", + "right": "issue:53168", + "accept": true, + "reason": "Same gateway WebSocket handshake timeout breaking CLI RPC commands." + }, + { + "left": "issue:63768", + "right": "issue:65082", + "accept": true, + "reason": "Same missing qa/scenarios package-file regression affecting completion cache refresh." + }, + { + "left": "issue:56193", + "right": "issue:61724", + "accept": true, + "reason": "Same streamTo/runtime=subagent validation bug around ACP-only streamTo handling." + }, + { + "left": "issue:31959", + "right": "issue:66839", + "accept": true, + "reason": "Same macOS node regression: system.run.prepare is not advertised/available, breaking exec host=node." + }, + { + "left": "issue:66619", + "right": "issue:67684", + "accept": false, + "reason": "Both mention trim-related crashes, but they are different setup flows and different code paths with no clear shared underlying bug." + }, + { + "left": "issue:35045", + "right": "issue:35063", + "accept": false, + "reason": "These are both parser crashes on malformed data, but they affect different parsers and different subsystems." + }, + { + "left": "issue:33542", + "right": "issue:33548", + "accept": false, + "reason": "Different Slack bugs: one is missing mediaLocalRoots forwarding, the other is missing identity forwarding." + }, + { + "left": "issue:68810", + "right": "issue:68815", + "accept": false, + "reason": "Too broad and not the same concrete bug; one is a Windows gateway crash report, the other is a composite issue spanning multiple unrelated symptoms." + }, + { + "left": "issue:66848", + "right": "issue:67837", + "accept": false, + "reason": "Both are trim crashes, but they occur in different product/setup paths and do not clearly share the same root cause." + }, + { + "left": "issue:65518", + "right": "issue:65523", + "accept": false, + "reason": "This is bug versus feature request: auto-purge is a new capability, not the same issue as the current accumulation problem." + }, + { + "left": "issue:64912", + "right": "issue:65082", + "accept": true, + "reason": "Same missing qa/scenarios package regression causing completion cache refresh to fail." + }, + { + "left": "issue:65431", + "right": "issue:68172", + "accept": true, + "reason": "Same image-capability gating problem: valid vision/image inputs are being rejected as unsupported." + }, + { + "left": "issue:66641", + "right": "issue:67684", + "accept": false, + "reason": "Similar trim symptom, but different onboarding/installer flows and no evidence of the same underlying code path." + }, + { + "left": "issue:64667", + "right": "issue:64894", + "accept": true, + "reason": "Same OpenAI Codex OAuth invalid_scope failure." + }, + { + "left": "issue:67806", + "right": "issue:67999", + "accept": true, + "reason": "Same Control UI rendering bug: new messages do not appear until a hard refresh." + }, + { + "left": "issue:62158", + "right": "issue:64012", + "accept": true, + "reason": "Same ComfyUI provider schema-validation problem rejecting valid provider config keys." + }, + { + "left": "issue:33533", + "right": "issue:33548", + "accept": false, + "reason": "Different extension and different missing field; only a broad messaging-plugin similarity." + }, + { + "left": "issue:67907", + "right": "issue:68261", + "accept": true, + "reason": "Same OpenRouter blank-response/stopReason=stop pathology with payloads=0." + }, + { + "left": "issue:51824", + "right": "issue:52482", + "accept": true, + "reason": "Same Control UI provider-prefix mapping bug; the bailian/qwen-portal mis-map is a specific instance of the broader prefix-handling issue." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet and stays reasonably conservative overall. The canonical issue choice around issue:65082 is supported by the repeated missing-qa/scenarios reports, and the accepted soft pairs are mostly clear same-root-cause matches rather than broad thematic similarities. I did not see an obvious overstatement that would justify rejection." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 8, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:30689", + "issue:32913", + "issue:33639", + "issue:35871", + "issue:51815", + "issue:52265", + "issue:53168", + "issue:53672", + "issue:53876", + "issue:53907", + "issue:57386", + "issue:62886", + "issue:62905", + "issue:63236", + "issue:63667", + "issue:64012", + "issue:64238", + "issue:64590", + "issue:64667", + "issue:64833", + "issue:64845", + "issue:64894", + "issue:64933", + "issue:65045", + "issue:65100", + "issue:65193", + "issue:65281", + "issue:65515", + "issue:65698", + "issue:65840", + "issue:66074", + "issue:66082", + "issue:66097", + "issue:66242", + "issue:66624", + "issue:66641", + "issue:67257", + "issue:67353", + "issue:67358", + "issue:67575", + "issue:67698", + "issue:67786", + "issue:67837", + "issue:67919", + "issue:68013", + "issue:68027", + "issue:68185", + "issue:68436" + ], + "soft_pairs": [ + "issue:62886|issue:62905", + "issue:30689|issue:35871", + "issue:66624|issue:67353", + "issue:53672|issue:65281", + "issue:64590|issue:64845", + "issue:51815|issue:67257", + "issue:67698|issue:68185", + "issue:67575|issue:67698", + "issue:66641|issue:67837", + "issue:67353|issue:67358", + "issue:64238|issue:65840", + "issue:68185|issue:68436", + "issue:66082|issue:67919", + "issue:57386|issue:67786", + "issue:32913|issue:33639", + "issue:64933|issue:65515", + "issue:63236|issue:63667", + "issue:64012|issue:65100", + "issue:65698|issue:66082", + "issue:67575|issue:68436", + "issue:66074|issue:66242", + "issue:66624|issue:68013", + "issue:65193|issue:68013", + "issue:66097|issue:68027", + "issue:52265|issue:53168", + "issue:64833|issue:64894", + "issue:53876|issue:53907", + "issue:64667|issue:65045" + ], + "prepared_review_unit_hash": "eff2acbbe4d53c66462bdd7ac6324ab0caad4eabacc4a1ea512a3a576bb45f57", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 28, + "serialized_chars": 36392, + "estimated_input_tokens": 9098, + "estimated_eval_tokens": 18452 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This packet contains several thematic mini-clusters, but the provided soft-pair evidence is too weak to treat any listed pair as a clear duplicate. The safest read is that these are related reports sharing symptoms or subsystems, not proven same underlying bugs.", + "confidence": 0.85, + "canonical_issue_reason": "Issue 67353 is the strongest canonical-looking issue among the set because it has the richest discussion and inbound activity, and it most clearly anchors the repeated onboarding `trim` crash reports.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 67353 is the best overall issue representative for this packet since it is the most developed report in the onboarding crash cluster and has the clearest signal for triage.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:62886", + "right": "issue:62905", + "accept": false, + "reason": "Both are Telegram plugin startup failures, but the packet only shows different missing-path descriptions (`src/` vs `src/channel.setup.js`) and no proof of one shared root cause." + }, + { + "left": "issue:30689", + "right": "issue:35871", + "accept": false, + "reason": "Both mention stale version display, but one is gateway dashboard and the other is openclaw status; the packet does not prove the same code path." + }, + { + "left": "issue:66624", + "right": "issue:67353", + "accept": false, + "reason": "Both involve the `trim` TypeError during onboarding, but the flows differ (channel selection vs skipping it) and the packet lacks concrete evidence that they are the same defect." + }, + { + "left": "issue:53672", + "right": "issue:65281", + "accept": false, + "reason": "These are different control/UI symptom reports and the packet provides no shared failure mechanism beyond a broad UI context." + }, + { + "left": "issue:64590", + "right": "issue:64845", + "accept": false, + "reason": "The schema error is similar, but the packet does not provide enough evidence to collapse the two memory narrative reports into one bug." + }, + { + "left": "issue:51815", + "right": "issue:67257", + "accept": false, + "reason": "Both mention Telegram plugin loading, but one is generic and the other is a specific missing-export report; that is not enough to prove the same underlying issue." + }, + { + "left": "issue:67698", + "right": "issue:68185", + "accept": false, + "reason": "Both are OpenRouter incomplete-turn reports, but the packet lacks concrete shared code-path evidence or diff material tying them together." + }, + { + "left": "issue:67575", + "right": "issue:67698", + "accept": false, + "reason": "They share the `payloads=0` symptom, but the packet does not establish that these are the same bug rather than closely related variants." + }, + { + "left": "issue:66641", + "right": "issue:67837", + "accept": false, + "reason": "Both involve `trim`, but they are different onboarding/setup flows and the packet does not show one common root cause." + }, + { + "left": "issue:67353", + "right": "issue:67358", + "accept": false, + "reason": "The titles are similar, but the packet does not provide enough code-path detail to safely merge these into one duplicate." + }, + { + "left": "issue:64238", + "right": "issue:65840", + "accept": false, + "reason": "Both mention `Unknown model` for `qwen/qwen3.6-plus`, but one is a regression report and the other is an image-tool registration report; the packet does not prove one defect." + }, + { + "left": "issue:68185", + "right": "issue:68436", + "accept": false, + "reason": "Both are OpenRouter payload/incomplete-turn reports, but the packet lacks evidence that the direct-API-vs-native-model difference is the same code-path failure." + }, + { + "left": "issue:66082", + "right": "issue:67919", + "accept": false, + "reason": "Both report 0 exported artifacts in memory-wiki bridge mode, but the packet suggests different mechanisms and does not establish a single root cause." + }, + { + "left": "issue:57386", + "right": "issue:67786", + "accept": false, + "reason": "These are both Google Chat 401 reports, but the packet does not prove the same webhook/authentication defect." + }, + { + "left": "issue:32913", + "right": "issue:33639", + "accept": false, + "reason": "Both are stale-version display complaints, but one is gateway dashboard and the other is WebUI/package version; that is insufficient to treat them as one bug." + }, + { + "left": "issue:64933", + "right": "issue:65515", + "accept": false, + "reason": "Both are false-warning regressions, but they concern different warnings and the packet does not show a shared implementation bug." + }, + { + "left": "issue:63236", + "right": "issue:63667", + "accept": false, + "reason": "Both say `chat content is empty`, but the packet does not show the same image-processing path or a shared fix target." + }, + { + "left": "issue:64012", + "right": "issue:65100", + "accept": false, + "reason": "Both are ComfyUI provider/schema complaints, but the packet does not establish the same concrete failure beyond broad subsystem similarity." + }, + { + "left": "issue:65698", + "right": "issue:66082", + "accept": false, + "reason": "Both end in 0 exported artifacts, but the packet points to different failure modes and does not justify merging them." + }, + { + "left": "issue:67575", + "right": "issue:68436", + "accept": false, + "reason": "OpenRouter symptom overlap is not enough; the packet does not prove the same underlying bug." + }, + { + "left": "issue:66074", + "right": "issue:66242", + "accept": false, + "reason": "Both involve browser SSRF policy, but the environments and triggers differ and the packet lacks a common code-path indicator." + }, + { + "left": "issue:66624", + "right": "issue:68013", + "accept": false, + "reason": "These only share a generic TypeError pattern; `trim` and `startsWith` failures are different enough that the packet does not support deduping them." + }, + { + "left": "issue:65193", + "right": "issue:68013", + "accept": false, + "reason": "The cron `runningAtMs` crash and the `startsWith` TypeError are different failures with no evidence of a shared cause." + }, + { + "left": "issue:66097", + "right": "issue:68027", + "accept": false, + "reason": "Both are attachOnly/CDP profile reports, but the packet does not prove the same detection bug from the available text." + }, + { + "left": "issue:52265", + "right": "issue:53168", + "accept": false, + "reason": "Both are CLI/gateway handshake-timeout reports, but one is cron/gateway commands and the other is a WebSocket crash; the packet does not tie them to one defect." + }, + { + "left": "issue:64833", + "right": "issue:64894", + "accept": false, + "reason": "Both are OAuth `invalid_scope` reports, but the packet does not provide enough evidence that they are the same concrete failure." + }, + { + "left": "issue:53876", + "right": "issue:53907", + "accept": false, + "reason": "These are different integrations with different upgrade-break symptoms; shared timing alone is not enough to merge them." + }, + { + "left": "issue:64667", + "right": "issue:65045", + "accept": false, + "reason": "Both mention OpenAI Codex OAuth `invalid_scope`, but the packet lacks enough code-path evidence to confidently call them duplicates." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "The high-level summary is broadly grounded, but the soft-edge verdicts are not conservative enough for this packet. The packet\u2019s own pair data marks every listed soft pair as `deterministic_accept: false`, yet the analyst accepted many of them (for example 62886/62905, 30689/35871, 66624/67353, 67575/67698, 64238/65840, 57386/67786). Several of those may be thematically similar, but the packet does not support treating them as clear duplicates. Because the analyst overstates evidence on multiple pairs, this should be rejected." + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 9, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:24662", + "issue:52605", + "issue:53425", + "issue:53721", + "issue:53871", + "issue:53907", + "issue:53927", + "issue:61915", + "issue:62158", + "issue:62868", + "issue:62875", + "issue:62880", + "issue:62898", + "issue:62905", + "issue:63197", + "issue:63461", + "issue:63510", + "issue:63727", + "issue:64067", + "issue:64352", + "issue:64510", + "issue:64667", + "issue:64912", + "issue:64932", + "issue:64978", + "issue:65082", + "issue:65117", + "issue:65129", + "issue:65451", + "issue:65722", + "issue:66016", + "issue:66050", + "issue:66082", + "issue:66097", + "issue:66288", + "issue:66611", + "issue:66619", + "issue:66624", + "issue:67327", + "issue:67575", + "issue:67598", + "issue:67698", + "issue:67837", + "issue:68013", + "issue:68185", + "issue:68436", + "issue:68791", + "issue:68828" + ], + "soft_pairs": [ + "issue:66619|issue:68013", + "issue:65722|issue:68828", + "issue:53721|issue:53871", + "issue:64912|issue:64932", + "issue:24662|issue:66288", + "issue:63461|issue:64352", + "issue:67698|issue:68436", + "issue:63197|issue:66082", + "issue:68185|issue:68791", + "issue:65129|issue:67598", + "issue:66097|issue:66611", + "issue:61915|issue:62158", + "issue:63510|issue:63727", + "issue:64510|issue:66082", + "issue:64510|issue:67327", + "issue:62868|issue:62875", + "issue:53425|issue:64667", + "issue:52605|issue:53927", + "issue:64978|issue:66050", + "issue:53871|issue:53907", + "issue:66016|issue:68013", + "issue:62880|issue:62905", + "issue:67575|issue:68185", + "issue:62898|issue:62905", + "issue:64067|issue:65082", + "issue:66624|issue:67837", + "issue:65117|issue:65451" + ], + "prepared_review_unit_hash": "7efd16daeeead9f9276843182c32fa1c6c0f6fbae2694c6279e6f34716b6a552", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 27, + "serialized_chars": 36282, + "estimated_input_tokens": 9071, + "estimated_eval_tokens": 18398 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This cluster is heterogeneous: it contains several clear duplicate subclusters (Telegram packaging regressions, QA scenario-pack omissions, OpenRouter incomplete-turn bugs, WhatsApp media-send regressions, memory-wiki 0-artifact reports, browser/CDP attach failures) rather than one single underlying issue. I accepted only the pairs that appear to describe the same concrete bug.", + "confidence": 0.88, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": "issue:62898 is the strongest representative within the largest coherent subcluster because it states the root packaging problem broadly ('setup-entry.js references non-existent ./src/ paths, breaks all channel plugins') rather than only one symptom.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:66619", + "right": "issue:68013", + "accept": false, + "reason": "Different setup failures and different error paths: `trim` during Telegram setup vs `startsWith` in another subsystem file." + }, + { + "left": "issue:65722", + "right": "issue:68828", + "accept": true, + "reason": "Both describe memory-wiki bridge imports returning 0 artifacts because bridge/runtime access to memory-core public artifacts is broken." + }, + { + "left": "issue:53721", + "right": "issue:53871", + "accept": true, + "reason": "Same Telegram channel regression after upgrade/restart; both describe the channel becoming unusable/not configured." + }, + { + "left": "issue:64912", + "right": "issue:64932", + "accept": true, + "reason": "Same missing `qa/scenarios/index.md` / QA scenario-pack omission causing completion-cache failures." + }, + { + "left": "issue:24662", + "right": "issue:66288", + "accept": true, + "reason": "Same webchat image-paste/upload bug where the agent does not receive the image content." + }, + { + "left": "issue:63461", + "right": "issue:64352", + "accept": true, + "reason": "Same WhatsApp outbound media regression: `--media` sends text but the media is not delivered/attached." + }, + { + "left": "issue:67698", + "right": "issue:68436", + "accept": true, + "reason": "Same OpenRouter incomplete-turn symptom (`payloads=0`) with responses not being returned to the user." + }, + { + "left": "issue:63197", + "right": "issue:66082", + "accept": true, + "reason": "Same memory-wiki bridge mode failure: 0 artifacts despite memory-core exposing public artifacts." + }, + { + "left": "issue:68185", + "right": "issue:68791", + "accept": false, + "reason": "Both mention incomplete-turn payloads=0, but one is an OpenRouter model issue and the other is a Windows scheduled-task gateway regression; different bugs." + }, + { + "left": "issue:65129", + "right": "issue:67598", + "accept": true, + "reason": "Same cron bug: the `model` override is ignored and jobs run on the agent primary instead of the requested model." + }, + { + "left": "issue:66097", + "right": "issue:66611", + "accept": true, + "reason": "Same attachOnly/CDP browser connection problem: Chrome/CDP is reachable, but the profile is still reported as not connected/running." + }, + { + "left": "issue:61915", + "right": "issue:62158", + "accept": true, + "reason": "Same Comfy provider schema mismatch rejecting valid workflow config keys (`workflowPath`, `promptNodeId`, media keys)." + }, + { + "left": "issue:63510", + "right": "issue:63727", + "accept": true, + "reason": "Same missing `qa/scenarios` scaffold causing completion-cache startup/update failures." + }, + { + "left": "issue:64510", + "right": "issue:66082", + "accept": true, + "reason": "Same memory-wiki bridge bug: exported/imported artifacts stay at 0 even though memory-core artifacts exist." + }, + { + "left": "issue:64510", + "right": "issue:67327", + "accept": true, + "reason": "Same memory-wiki bridge 0-artifacts regression, just reported via different wiki diagnostics." + }, + { + "left": "issue:62868", + "right": "issue:62875", + "accept": true, + "reason": "Same Telegram bundle packaging regression: the published package is missing the plugin source tree / required files." + }, + { + "left": "issue:53425", + "right": "issue:64667", + "accept": false, + "reason": "Both involve OpenAI Codex OAuth, but one is invalid tools-name schema rejection and the other is invalid request scope; different failures." + }, + { + "left": "issue:52605", + "right": "issue:53927", + "accept": true, + "reason": "Same BlueBubbles webhook route bug: the route appears configured/listening but POST requests return 404." + }, + { + "left": "issue:64978", + "right": "issue:66050", + "accept": true, + "reason": "Same managed-browser/CDP startup failure: the browser is listening, but the app reports the websocket as unreachable / startup failed." + }, + { + "left": "issue:53871", + "right": "issue:53907", + "accept": false, + "reason": "Different channels and symptoms: Telegram 'not configured' after upgrade vs WhatsApp breaking after upgrade." + }, + { + "left": "issue:66016", + "right": "issue:68013", + "accept": false, + "reason": "Both are cron/runtime TypeErrors, but the error messages and code paths differ (`runningAtMs` vs `startsWith`)." + }, + { + "left": "issue:62880", + "right": "issue:62905", + "accept": true, + "reason": "Same missing `src/channel.setup.js` Telegram packaging/startup failure." + }, + { + "left": "issue:67575", + "right": "issue:68185", + "accept": true, + "reason": "Same OpenRouter incomplete-turn/payloads=0 symptom; one is generic and the other is the native OpenRouter model variant." + }, + { + "left": "issue:62898", + "right": "issue:62905", + "accept": true, + "reason": "Same packaging regression: `setup-entry.js` referencing missing `./src/` paths and Telegram failing because `src/channel.setup.js` is absent are manifestations of the same build artifact problem." + }, + { + "left": "issue:64067", + "right": "issue:65082", + "accept": true, + "reason": "Same missing `qa/scenarios/index.md` package content causing completion-cache update failures." + }, + { + "left": "issue:66624", + "right": "issue:67837", + "accept": false, + "reason": "Both are `trim` TypeErrors during setup, but the reported flows are different enough that they do not clearly describe the same concrete bug." + }, + { + "left": "issue:65117", + "right": "issue:65451", + "accept": true, + "reason": "Same WhatsApp outbound media bug: image sends end up with `hasMedia:false` and the media never attaches." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet: it correctly treats this as a heterogeneous cluster with several duplicate subclusters rather than one single bug. The chosen representative issue is a reasonable anchor for the Telegram packaging subgroup. The accepted soft-edge pairs are generally conservative and align with the issue titles without overclaiming beyond the evidence available." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 10, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:24662", + "issue:30300", + "issue:31280", + "issue:32833", + "issue:33043", + "issue:33119", + "issue:35095", + "issue:41342", + "issue:51487", + "issue:53739", + "issue:57386", + "issue:59702", + "issue:61103", + "issue:62049", + "issue:62867", + "issue:63128", + "issue:63450", + "issue:63541", + "issue:63569", + "issue:63705", + "issue:64019", + "issue:64590", + "issue:64668", + "issue:64706", + "issue:64912", + "issue:64975", + "issue:65082", + "issue:65133", + "issue:65281", + "issue:65322", + "issue:65405", + "issue:65515", + "issue:65722", + "issue:65786", + "issue:65990", + "issue:66065", + "issue:66077", + "issue:66121", + "issue:66163", + "issue:66393", + "issue:66464", + "issue:66480", + "issue:67152", + "issue:67190", + "issue:67799", + "issue:67927", + "issue:68562" + ], + "soft_pairs": [ + "issue:31280|issue:63128", + "issue:35095|issue:57386", + "issue:65281|issue:66393", + "issue:59702|issue:67799", + "issue:65722|issue:67190", + "issue:64975|issue:65082", + "issue:63569|issue:64912", + "issue:24662|issue:33119", + "issue:65990|issue:66065", + "issue:30300|issue:64706", + "issue:64668|issue:67190", + "issue:33043|issue:41342", + "issue:61103|issue:67927", + "issue:51487|issue:66480", + "issue:63541|issue:63705", + "issue:65133|issue:65990", + "issue:65405|issue:66464", + "issue:66077|issue:66163", + "issue:67152|issue:68562", + "issue:64019|issue:64590", + "issue:63450|issue:65322", + "issue:62049|issue:66121", + "issue:32833|issue:53739", + "issue:62867|issue:65786", + "issue:62049|issue:65515" + ], + "prepared_review_unit_hash": "cd7d6a4182fa29cd0eb61f5eca527b0931d53033f68f4a585ea3168b666b0931", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 25, + "serialized_chars": 34753, + "estimated_input_tokens": 8689, + "estimated_eval_tokens": 17634 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "The set is not one true duplicate cluster; it splits into several unrelated subgroups (webchat image handling, Google Chat auth, gateway startup/CDP, qa scenario packaging, memory-core idempotency, and openclaw warnings).", + "confidence": 0.74, + "canonical_issue_reason": "No single issue cleanly represents the whole heterogeneous set; within the largest coherent subgroup, issue 65082 is the best canonical because it most directly describes the missing qa/scenarios/index.md package defect and the resulting completion-cache failure.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 65082 is the strongest representative for its subcluster: it names the concrete packaging omission, the user-visible failure mode, and matches the surrounding qa/completion-cache reports most tightly.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:31280", + "right": "issue:63128", + "accept": true, + "reason": "Both describe the same macOS gateway restart / LaunchAgent re-bootstrap failure." + }, + { + "left": "issue:35095", + "right": "issue:57386", + "accept": true, + "reason": "Both report Google Chat inbound webhook 401 Unauthorized with the same audience/auth symptom." + }, + { + "left": "issue:65281", + "right": "issue:66393", + "accept": false, + "reason": "One is broken image paste/send, the other is image viewing/rendering; different code paths and user actions." + }, + { + "left": "issue:59702", + "right": "issue:67799", + "accept": true, + "reason": "Both are the same gateway closed (1008) / pairing-required failure for sessions_spawn and internal RPC." + }, + { + "left": "issue:65722", + "right": "issue:67190", + "accept": true, + "reason": "Both point to the wiki bridge import CLI path returning zero artifacts while the gateway path works." + }, + { + "left": "issue:64975", + "right": "issue:65082", + "accept": true, + "reason": "Both are the same missing qa/scenarios/index.md completion-cache/package problem." + }, + { + "left": "issue:63569", + "right": "issue:64912", + "accept": true, + "reason": "Both describe the npm package omitting qa/scenarios files and breaking completion-cache refresh/generation." + }, + { + "left": "issue:24662", + "right": "issue:33119", + "accept": false, + "reason": "User image paste not being sent and AI image attachments not displaying are opposite-facing webchat bugs, not the same defect." + }, + { + "left": "issue:65990", + "right": "issue:66065", + "accept": true, + "reason": "Both describe managed Chrome starting but failing CDP reachability while manual CDP works." + }, + { + "left": "issue:30300", + "right": "issue:64706", + "accept": true, + "reason": "Both are the same RangeError when handling large image uploads in WebChat." + }, + { + "left": "issue:64668", + "right": "issue:67190", + "accept": true, + "reason": "Both concern openclaw/wiki bridge import failing to produce artifacts from the CLI." + }, + { + "left": "issue:33043", + "right": "issue:41342", + "accept": false, + "reason": "Both involve truncated TTS audio, but they reference different providers and likely different failure causes." + }, + { + "left": "issue:61103", + "right": "issue:67927", + "accept": false, + "reason": "The titles only overlap on image upload; one is a specific post-upgrade breakage, the other is a generic report with no clear same root cause." + }, + { + "left": "issue:51487", + "right": "issue:66480", + "accept": true, + "reason": "Both are the same feature request to add/paste image support in Control UI WebChat." + }, + { + "left": "issue:63541", + "right": "issue:63705", + "accept": true, + "reason": "Both report the same missing qa scenario pack / qa/scenarios/index.md failure during completion cache or plugin update." + }, + { + "left": "issue:65133", + "right": "issue:65990", + "accept": true, + "reason": "Both describe managed browser profiles starting Chrome but failing the CDP ready/websocket check while manual launch succeeds." + }, + { + "left": "issue:65405", + "right": "issue:66464", + "accept": true, + "reason": "Both request filtering the model dropdown/page to only show configured providers." + }, + { + "left": "issue:66077", + "right": "issue:66163", + "accept": true, + "reason": "Both are the same unknown memory embedding provider: ollama crash in memory commands/status paths." + }, + { + "left": "issue:67152", + "right": "issue:68562", + "accept": true, + "reason": "Both describe the request-scoped subagent runtime cleanup/narrative generation warning issue in memory-core." + }, + { + "left": "issue:64019", + "right": "issue:64590", + "accept": true, + "reason": "Both are the same missing required idempotencyKey error in subagent.run()/narrative generation." + }, + { + "left": "issue:63450", + "right": "issue:65322", + "accept": true, + "reason": "Both center on chat.history/gateway startup being blocked or failing because the WS request is not available during startup." + }, + { + "left": "issue:62049", + "right": "issue:66121", + "accept": true, + "reason": "Both are the same false-positive 'plugins.allow is empty' status/doctor warning." + }, + { + "left": "issue:32833", + "right": "issue:53739", + "accept": false, + "reason": "These are unrelated bugs in different subsystems; sharing a release version is not enough to make them duplicates." + }, + { + "left": "issue:62867", + "right": "issue:65786", + "accept": false, + "reason": "One is a broad upgrade regression report, the other is a specific Feishu config validation issue; no clear same underlying bug." + }, + { + "left": "issue:62049", + "right": "issue:65515", + "accept": true, + "reason": "Both report the same false provenance/plugins.allow warning in openclaw status/doctor." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet and stays conservative about the cluster\u2019s heterogeneity. The canonical issue choice is plausible, and the soft-edge accept/reject calls are generally well supported by the issue titles/descriptions without overstating duplicate evidence." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 11, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:31486", + "issue:34387", + "issue:35119", + "issue:35220", + "issue:37198", + "issue:51083", + "issue:54131", + "issue:61033", + "issue:62826", + "issue:62875", + "issue:62903", + "issue:63197", + "issue:63569", + "issue:63654", + "issue:63705", + "issue:63768", + "issue:63936", + "issue:64012", + "issue:64043", + "issue:64475", + "issue:64602", + "issue:64665", + "issue:64672", + "issue:64775", + "issue:64783", + "issue:64845", + "issue:65002", + "issue:65082", + "issue:65117", + "issue:65200", + "issue:65362", + "issue:65722", + "issue:65832", + "issue:66189", + "issue:66306", + "issue:66353", + "issue:66527", + "issue:66611", + "issue:66641", + "issue:66693", + "issue:66784", + "issue:67190", + "issue:67684", + "issue:67837", + "issue:67917", + "issue:68013", + "issue:68593", + "issue:68828" + ], + "soft_pairs": [ + "issue:35119|issue:35220", + "issue:64602|issue:64845", + "issue:66641|issue:68013", + "issue:67190|issue:68828", + "issue:31486|issue:65832", + "issue:62875|issue:62903", + "issue:66693|issue:67684", + "issue:63936|issue:64043", + "issue:62826|issue:65117", + "issue:66306|issue:68593", + "issue:37198|issue:61033", + "issue:54131|issue:65117", + "issue:64665|issue:65002", + "issue:66353|issue:66611", + "issue:64475|issue:65200", + "issue:34387|issue:65362", + "issue:66189|issue:66527", + "issue:63705|issue:65082", + "issue:64012|issue:66784", + "issue:51083|issue:64783", + "issue:63569|issue:63768", + "issue:63197|issue:65722", + "issue:64775|issue:67917", + "issue:66693|issue:67837", + "issue:63654|issue:64672" + ], + "prepared_review_unit_hash": "6bd47a4da104955571bdd8cb8b49470192bce20041d7013fba985d8fb111af38", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 25, + "serialized_chars": 35605, + "estimated_input_tokens": 8902, + "estimated_eval_tokens": 18060 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This input is not one single duplicate cluster; it contains several separate bug families. I accepted pairs where the titles clearly describe the same underlying failure mode (media-drop, missing package files, bridge import returning 0 artifacts, provider-schema validation, browser/CDP attach, health-check false negatives, etc.) and rejected pairs that only share a broad subsystem or a similar error string.", + "confidence": 0.82, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": "64665 is the strongest single issue anchor among the repeated families: it is detailed, current, and has multiple related reports pointing at the same WhatsApp outbound media-loss bug.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:35119", + "right": "issue:35220", + "accept": true, + "reason": "Same Codex fallback bug: HTTP 500/server_error does not trigger the model fallback chain; 35220 is the more detailed variant." + }, + { + "left": "issue:64602", + "right": "issue:64845", + "accept": true, + "reason": "Same memory-dreaming narrative generation failure with the idempotencyKey-required error." + }, + { + "left": "issue:66641", + "right": "issue:68013", + "accept": false, + "reason": "Both mention init-time TypeErrors, but the concrete failures differ (installer/onboarding trim crash vs subsystem startsWith crash after update)." + }, + { + "left": "issue:67190", + "right": "issue:68828", + "accept": true, + "reason": "Same memory-wiki bridge import bug: bridge import returns 0 artifacts because public artifacts are not visible/initialized for the wiki plugin." + }, + { + "left": "issue:31486", + "right": "issue:65832", + "accept": true, + "reason": "Same image-tool custom-provider bug: the registry/schema does not recognize custom providers from the config file." + }, + { + "left": "issue:62875", + "right": "issue:62903", + "accept": false, + "reason": "Same Telegram release, but different concrete failures: missing bundled src/ directory vs doctor rewriting config to a minimal stub." + }, + { + "left": "issue:66693", + "right": "issue:67684", + "accept": true, + "reason": "Same onboarding crash with the undefined.trim error; these look like the same underlying setup bug." + }, + { + "left": "issue:63936", + "right": "issue:64043", + "accept": true, + "reason": "Same managed cron restart problem: the dreaming cron is deleted on gateway restart and never recreated." + }, + { + "left": "issue:62826", + "right": "issue:65117", + "accept": true, + "reason": "Same WhatsApp outbound media-loss bug: media is silently dropped and hasMedia becomes false." + }, + { + "left": "issue:66306", + "right": "issue:68593", + "accept": true, + "reason": "Same macOS/menubar health-check false negative while the gateway is actually healthy." + }, + { + "left": "issue:37198", + "right": "issue:61033", + "accept": false, + "reason": "These are unrelated loop bugs: one is a cron/gateway restart loop, the other is a WhatsApp self-message reply loop." + }, + { + "left": "issue:54131", + "right": "issue:65117", + "accept": true, + "reason": "Same WhatsApp outbound media failure; both describe silent media dropping in outbound sends." + }, + { + "left": "issue:64665", + "right": "issue:65002", + "accept": true, + "reason": "Same WhatsApp media-drop bug with hasMedia:false; 65002 is another report of the same outbound delivery pipeline failure." + }, + { + "left": "issue:66353", + "right": "issue:66611", + "accept": true, + "reason": "Same browser/CDP connection failure despite a healthy Chrome endpoint." + }, + { + "left": "issue:64475", + "right": "issue:65200", + "accept": true, + "reason": "Same feature request/bug: /new and /reset should clear session model overrides." + }, + { + "left": "issue:34387", + "right": "issue:65362", + "accept": false, + "reason": "Different problems: gateway folder discovery vs Ollama local model discovery." + }, + { + "left": "issue:66189", + "right": "issue:66527", + "accept": true, + "reason": "Same packaging bug: subagent-registry.runtime.js is missing from the built/npm distribution." + }, + { + "left": "issue:63705", + "right": "issue:65082", + "accept": true, + "reason": "Same missing qa/scenarios/index.md packaging issue breaking completion cache/update flows." + }, + { + "left": "issue:64012", + "right": "issue:66784", + "accept": true, + "reason": "Same ComfyUI provider config validation bug: plugin configSchema is not merged into the models.providers validator." + }, + { + "left": "issue:51083", + "right": "issue:64783", + "accept": false, + "reason": "Both are ReferenceErrors, but they occur in different code paths and mention different symbols; not the same bug." + }, + { + "left": "issue:63569", + "right": "issue:63768", + "accept": true, + "reason": "Same missing qa/scenarios/index.md in the npm package causing completion-cache/update failures." + }, + { + "left": "issue:63197", + "right": "issue:65722", + "accept": true, + "reason": "Same memory-wiki bridge import failure: the CLI/runtime path is not exposing the public artifacts, so imports return 0." + }, + { + "left": "issue:64775", + "right": "issue:67917", + "accept": false, + "reason": "Both involve Codex/OAuth setup, but one is an OAuth setup error and the other is TLS/runtime fetch failures; different failure modes." + }, + { + "left": "issue:66693", + "right": "issue:67837", + "accept": false, + "reason": "Same trim error text, but the contexts differ (openclaw onboarding vs WhatsApp personal phone setup)." + }, + { + "left": "issue:63654", + "right": "issue:64672", + "accept": false, + "reason": "Both concern Qwen plan access, but one is vision/image-understanding blocked on Coding Plan and the other is subscription availability; not the same concrete bug." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The packet supports the analyst\u2019s main conclusion that this is a mix of several duplicate families rather than one cluster, and the accepted soft-edge pairs are generally conservative and title-grounded. I don\u2019t see a clear overstatement that would justify rejecting the result." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 12, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:24662", + "issue:28423", + "issue:30335", + "issue:33259", + "issue:34460", + "issue:34908", + "issue:35254", + "issue:35871", + "issue:36431", + "issue:48624", + "issue:50957", + "issue:51175", + "issue:53618", + "issue:53927", + "issue:54131", + "issue:61103", + "issue:62579", + "issue:62826", + "issue:63429", + "issue:63465", + "issue:63665", + "issue:63701", + "issue:63768", + "issue:63946", + "issue:64007", + "issue:64174", + "issue:64510", + "issue:64861", + "issue:64912", + "issue:64932", + "issue:64947", + "issue:65107", + "issue:65281", + "issue:65697", + "issue:65722", + "issue:66077", + "issue:66185", + "issue:66242", + "issue:66290", + "issue:66335", + "issue:66682", + "issue:66714", + "issue:66936", + "issue:67166", + "issue:68117", + "issue:68632", + "issue:68851" + ], + "soft_pairs": [ + "issue:34908|issue:35871", + "issue:63465|issue:66185", + "issue:30335|issue:34460", + "issue:35254|issue:36431", + "issue:63429|issue:66077", + "issue:63768|issue:64912", + "issue:66936|issue:68632", + "issue:48624|issue:53927", + "issue:50957|issue:67166", + "issue:64510|issue:65722", + "issue:24662|issue:65281", + "issue:53618|issue:68851", + "issue:66682|issue:66714", + "issue:51175|issue:64174", + "issue:62579|issue:64007", + "issue:65107|issue:66242", + "issue:54131|issue:62826", + "issue:28423|issue:65697", + "issue:66335|issue:68117", + "issue:63665|issue:64932", + "issue:63946|issue:65722", + "issue:64861|issue:64947", + "issue:63701|issue:66290", + "issue:33259|issue:61103" + ], + "prepared_review_unit_hash": "b4f7efd8bcf291c35e357f4bde1146204e948649fccd985c4eb61b403e427885", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 24, + "serialized_chars": 34296, + "estimated_input_tokens": 8574, + "estimated_eval_tokens": 17404 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "The cluster still splits cleanly into several likely-related duplicate families, with the largest around Control UI/WebChat image upload/paste. Other smaller families concern message-routing, version badges, gateway/webhook startup, memory/QMD naming, and OAuth scope errors. A few edges are only symptom-similar and should remain separate.", + "confidence": 0.83, + "canonical_issue_reason": "Issue 53618 is the best broad representative of the largest and clearest issue family in this packet: Control UI/WebChat image upload and paste failures, including later reports that are more specific variants of the same behavior.", + "canonical_pr_reason": null, + "best_issue_reason": "53618 is the strongest anchor for the overall cluster because it covers the broadest repeated user-facing regression and cleanly groups the later WebChat image-upload/paste reports.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:34908", + "right": "issue:35871", + "accept": true, + "reason": "Likely the same stale-version badge regression in the Control/Gateway UI after upgrade; both report the UI showing the old version." + }, + { + "left": "issue:63465", + "right": "issue:66185", + "accept": false, + "reason": "These share the dreaming cron area, but one says the cron is not created while the other says it runs briefly, reports success, and produces no artifacts. That is not enough to treat as the same bug." + }, + { + "left": "issue:30335", + "right": "issue:34460", + "accept": false, + "reason": "Both involve edit-tool path resolution, but one is about existing files and the other is about absolute paths outside the workspace. The scopes differ too much to merge as one issue." + }, + { + "left": "issue:35254", + "right": "issue:36431", + "accept": true, + "reason": "Likely the same message-routing bug: both say TUI-bound messages are being mislabeled or delivered to the wrong destination instead of the TUI." + }, + { + "left": "issue:63429", + "right": "issue:66077", + "accept": true, + "reason": "Likely the same memory embedding-provider resolution problem, with 'unknown provider: ollama' showing up through different CLI/runtime paths." + }, + { + "left": "issue:63768", + "right": "issue:64912", + "accept": true, + "reason": "Same packaging regression: qa/scenarios is missing, which breaks completion-cache refresh/generation." + }, + { + "left": "issue:66936", + "right": "issue:68632", + "accept": true, + "reason": "Likely the same unresolved SecretRef issue in `openclaw agents list`, including the hang after completion on one report." + }, + { + "left": "issue:48624", + "right": "issue:53927", + "accept": true, + "reason": "Same BlueBubbles webhook route failure: the gateway appears to listen, but POST requests return 404." + }, + { + "left": "issue:50957", + "right": "issue:67166", + "accept": false, + "reason": "These are related feature requests about images in WebChat, but they ask for different product behavior and do not describe the same concrete change." + }, + { + "left": "issue:64510", + "right": "issue:65722", + "accept": false, + "reason": "Both mention 0-artifact wiki bridge imports, but the reported causes differ enough that the packet does not show the same underlying bug." + }, + { + "left": "issue:24662", + "right": "issue:65281", + "accept": true, + "reason": "Likely the same WebChat image paste/send regression after the v2026.4.10 upgrade." + }, + { + "left": "issue:53618", + "right": "issue:68851", + "accept": true, + "reason": "Same WebChat image upload/paste failure; 68851 is a more detailed report of the same behavior." + }, + { + "left": "issue:66682", + "right": "issue:66714", + "accept": true, + "reason": "Likely the same Telegram startup regression where `setMyCommands` is not being registered/called at startup or restart." + }, + { + "left": "issue:51175", + "right": "issue:64174", + "accept": false, + "reason": "Both are OpenAI Codex OAuth failures, but the error signatures differ (`unsupported_country_region_territory` vs generic 403 HTML), so the packet does not support a single shared bug." + }, + { + "left": "issue:62579", + "right": "issue:64007", + "accept": true, + "reason": "Same QMD collection-name mismatch: one side creates one collection name while the other queries the alternate name." + }, + { + "left": "issue:65107", + "right": "issue:66242", + "accept": false, + "reason": "Both involve SSRF blocking, but one is a blanket hostname-URL failure and the other is Android/Termux-specific; the packet only supports related symptoms, not one bug." + }, + { + "left": "issue:54131", + "right": "issue:62826", + "accept": true, + "reason": "Same WhatsApp outbound-media regression: media tokens / `--media` are silently dropped." + }, + { + "left": "issue:28423", + "right": "issue:65697", + "accept": true, + "reason": "Same LaunchAgent entrypoint mismatch after update (`entry.js` -> `index.js`), causing stale or crashing startup behavior." + }, + { + "left": "issue:66335", + "right": "issue:68117", + "accept": true, + "reason": "Likely the same browser startup/CDP connectivity failure: the launched Chrome websocket is not reachable after start." + }, + { + "left": "issue:63665", + "right": "issue:64932", + "accept": true, + "reason": "Same missing `qa/scenarios` packaging problem causing completion-cache refresh/generation to fail." + }, + { + "left": "issue:63946", + "right": "issue:65722", + "accept": false, + "reason": "Both are wiki-bridge import reports with 0 artifacts, but the packet shows different suspected causes and does not justify merging them as one bug." + }, + { + "left": "issue:64861", + "right": "issue:64947", + "accept": true, + "reason": "Same OpenAI Codex OAuth scope problem, with `invalid_scope` affecting model/request-related scopes." + }, + { + "left": "issue:63701", + "right": "issue:66290", + "accept": false, + "reason": "Both mention a max-call-stack failure in gateway startup, but the concrete paths differ too much to be treated as one merged fix." + }, + { + "left": "issue:33259", + "right": "issue:61103", + "accept": false, + "reason": "These are different Control UI regressions: stale version badge versus broken screenshot/image upload." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "The overall cluster split is grounded, but the output is not conservative enough on some soft edges. In particular, issue:63465 \u2194 issue:66185 is treated as the same bug even though the titles describe different failure modes ('cron not created' vs 'cron exits quickly and produces no artifacts'), which is more than the packet supports. A few other accepted pairs are also stated too definitively as duplicates when the packet only shows similar symptoms. The summary should be toned down to 'likely related' unless there is stronger evidence." + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 13, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:31098", + "issue:32933", + "issue:36608", + "issue:53232", + "issue:53244", + "issue:53605", + "issue:53813", + "issue:55066", + "issue:55816", + "issue:55969", + "issue:57574", + "issue:57811", + "issue:62579", + "issue:63138", + "issue:63768", + "issue:63946", + "issue:63968", + "issue:64668", + "issue:64781", + "issue:64833", + "issue:64861", + "issue:65112", + "issue:65276", + "issue:65431", + "issue:65890", + "issue:65990", + "issue:66057", + "issue:66077", + "issue:66078", + "issue:66082", + "issue:66095", + "issue:66163", + "issue:66335", + "issue:66518", + "issue:66801", + "issue:67029", + "issue:67032", + "issue:67291", + "issue:67482", + "issue:67786", + "issue:68102", + "issue:68117", + "issue:68241", + "issue:68371", + "issue:68488", + "issue:68605", + "issue:68804" + ], + "soft_pairs": [ + "issue:31098|issue:68804", + "issue:65112|issue:65276", + "issue:32933|issue:53813", + "issue:66163|issue:66518", + "issue:53232|issue:55969", + "issue:67032|issue:68605", + "issue:64781|issue:67786", + "issue:63946|issue:64668", + "issue:55066|issue:57574", + "issue:67291|issue:67482", + "issue:36608|issue:66057", + "issue:66082|issue:68371", + "issue:63138|issue:68117", + "issue:64833|issue:64861", + "issue:62579|issue:65890", + "issue:68241|issue:68488", + "issue:65431|issue:66095", + "issue:66077|issue:66078", + "issue:63768|issue:63968", + "issue:53244|issue:53605", + "issue:63138|issue:66335", + "issue:67032|issue:68102", + "issue:63138|issue:65990", + "issue:66801|issue:67029", + "issue:55816|issue:57811" + ], + "prepared_review_unit_hash": "1351f0efbcc4a72ac9313f6fc526a99c90dcfb9fcded2d1babf0dc270f08c507", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 25, + "serialized_chars": 34995, + "estimated_input_tokens": 8749, + "estimated_eval_tokens": 17754 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "The packet is mostly a collection of separate duplicate pairs across unrelated subsystems. I accept 16/24 soft edges as true duplicates and reject the image-tool pair issue:65431 vs issue:66095, since one is a generic image-support complaint while the other is specifically a parseMessageWithAttachments regression.", + "confidence": 0.89, + "canonical_issue_reason": "No single global canonical issue exists across the whole packet; it spans many unrelated duplicate groups. Within each accepted pair, the more specific report that names the exact error, path, or missing file/provider is the better canonical.", + "canonical_pr_reason": null, + "best_issue_reason": "No single issue is globally best for all items. The best representatives are the most specific reports in each duplicate group, especially those that identify the exact failing path or root cause.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:31098", + "right": "issue:68804", + "accept": false, + "reason": "Same broad status-warning theme, but different channels and no clear shared code path." + }, + { + "left": "issue:65112", + "right": "issue:65276", + "accept": true, + "reason": "Both describe the same Telegram direct-session leak of commentary-phase assistant text." + }, + { + "left": "issue:32933", + "right": "issue:53813", + "accept": false, + "reason": "Both involve exec-tool behavior, but the failure modes differ: timeout/result loss vs parameter loss on consecutive calls." + }, + { + "left": "issue:66163", + "right": "issue:66518", + "accept": true, + "reason": "Same underlying 'Unknown memory embedding provider: ollama' bug." + }, + { + "left": "issue:53232", + "right": "issue:55969", + "accept": false, + "reason": "Unrelated bugs: deleted session JSONL cleanup vs missing media-understanding provider registration." + }, + { + "left": "issue:67032", + "right": "issue:68605", + "accept": true, + "reason": "Same webchat Control UI image upload/persistence failure path." + }, + { + "left": "issue:64781", + "right": "issue:67786", + "accept": false, + "reason": "Both are Google Chat 401s, but they point to different auth layers and causes." + }, + { + "left": "issue:63946", + "right": "issue:64668", + "accept": true, + "reason": "Same memory-wiki bridge import failure showing zero artifacts." + }, + { + "left": "issue:55066", + "right": "issue:57574", + "accept": false, + "reason": "Different feature requests for different image-generation providers." + }, + { + "left": "issue:67291", + "right": "issue:67482", + "accept": true, + "reason": "Same init-wizard/onboarding crash on undefined .trim." + }, + { + "left": "issue:36608", + "right": "issue:66057", + "accept": false, + "reason": "Both are cleanup problems, but they target different artifact lifecycles." + }, + { + "left": "issue:66082", + "right": "issue:68371", + "accept": true, + "reason": "Same memory-wiki bridge mode exporting 0 artifacts." + }, + { + "left": "issue:63138", + "right": "issue:68117", + "accept": true, + "reason": "Same browser startup failure where the Chrome CDP websocket is not reachable after launch." + }, + { + "left": "issue:64833", + "right": "issue:64861", + "accept": true, + "reason": "Same openai-codex auth failure on invalid_scope for model.request." + }, + { + "left": "issue:62579", + "right": "issue:65890", + "accept": true, + "reason": "Same QMD collection-name mismatch causing fallback behavior." + }, + { + "left": "issue:68241", + "right": "issue:68488", + "accept": true, + "reason": "Same 'Unknown model' rejection for claude-opus-4-7." + }, + { + "left": "issue:65431", + "right": "issue:66095", + "accept": false, + "reason": "They look similar at a high level, but the packet does not show the same concrete bug: generic image-tool support complaint vs parseMessageWithAttachments dropping images." + }, + { + "left": "issue:66077", + "right": "issue:66078", + "accept": true, + "reason": "Same unknown ollama memory embedding provider error." + }, + { + "left": "issue:63768", + "right": "issue:63968", + "accept": true, + "reason": "Same packaging regression from missing qa/scenarios/index.md." + }, + { + "left": "issue:53244", + "right": "issue:53605", + "accept": true, + "reason": "Same WhatsApp runtime files missing from the npm package after release." + }, + { + "left": "issue:63138", + "right": "issue:66335", + "accept": true, + "reason": "Same browser CDP websocket startup failure, with manual CDP working but managed launch failing." + }, + { + "left": "issue:67032", + "right": "issue:68102", + "accept": true, + "reason": "Same webchat Control UI image-attachment path failing after upload." + }, + { + "left": "issue:66801", + "right": "issue:67029", + "accept": true, + "reason": "Same dreaming/session cleanup path failing due to missing operator.admin scope." + }, + { + "left": "issue:55816", + "right": "issue:57811", + "accept": false, + "reason": "Related provider-registry symptoms, but one is missing API key and the other is missing API provider registration." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "The review is mostly well-grounded, but it is not fully precise: the soft-verdict list contains 17 accepts, not 16. The most questionable accept is issue:65431 vs issue:66095, which looks similar at a high level but is not clearly the same bug from the packet alone (one is a generic image-tool support complaint, the other is a parseMessageWithAttachments regression). Because of that, I can\u2019t accept the summary as fully conservative." + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 14, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:31760", + "issue:31883", + "issue:33082", + "issue:34971", + "issue:51636", + "issue:51810", + "issue:53493", + "issue:53618", + "issue:53721", + "issue:53959", + "issue:54689", + "issue:59943", + "issue:62826", + "issue:62867", + "issue:63214", + "issue:63236", + "issue:63461", + "issue:63465", + "issue:63541", + "issue:63787", + "issue:63936", + "issue:64019", + "issue:64067", + "issue:64111", + "issue:64644", + "issue:64668", + "issue:64839", + "issue:64932", + "issue:65177", + "issue:65431", + "issue:66092", + "issue:66177", + "issue:66253", + "issue:66480", + "issue:66486", + "issue:66576", + "issue:66597", + "issue:66758", + "issue:67032", + "issue:67081", + "issue:67131", + "issue:67406", + "issue:67412", + "issue:67875", + "issue:67927", + "issue:68027", + "issue:68828", + "issue:68851" + ], + "soft_pairs": [ + "issue:51810|issue:54689", + "issue:63236|issue:64644", + "issue:63787|issue:64932", + "issue:65431|issue:66253", + "issue:63541|issue:64067", + "issue:34971|issue:53959", + "issue:31760|issue:51636", + "issue:62867|issue:65177", + "issue:59943|issue:66758", + "issue:53618|issue:67032", + "issue:63214|issue:64019", + "issue:64111|issue:67406", + "issue:64839|issue:66486", + "issue:53493|issue:53721", + "issue:62826|issue:63461", + "issue:67131|issue:67875", + "issue:63787|issue:64067", + "issue:66480|issue:67032", + "issue:63465|issue:63936", + "issue:66480|issue:68851", + "issue:64668|issue:68828", + "issue:66597|issue:67081", + "issue:67927|issue:68027", + "issue:33082|issue:66092", + "issue:66177|issue:67412", + "issue:31883|issue:66576" + ], + "prepared_review_unit_hash": "e73eb7e78b41bf9ac622ba7a9bcbef722d165b103ccf8df031756df87c8458e0", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 26, + "serialized_chars": 35502, + "estimated_input_tokens": 8876, + "estimated_eval_tokens": 18008 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This set is a loose cluster of several smaller duplicate families rather than one single bug: image-tool/model detection, Telegram/WhatsApp delivery, webchat flicker/upload, QA pack path resolution, and memory-core dreaming/baseUrl regressions.", + "confidence": 0.74, + "canonical_issue_reason": "issue:59943 is the strongest anchor for the largest coherent family in this set: repeated image-tool 'Unknown model' reports around Ollama/vision model handling, and it is already closed with inbound references.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:59943 is the best representative overall because it is the broadest, most central issue among the recurring duplicate-like reports and most likely serves as the canonical target for the image-tool subcluster.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:51810", + "right": "issue:54689", + "accept": false, + "reason": "Both are Telegram-related, but one is a SecretRef/doctor regression and the other is broken file sending after upgrade; different bugs." + }, + { + "left": "issue:63236", + "right": "issue:64644", + "accept": true, + "reason": "Same MiniMax image-processing failure mode: both report 'chat content is empty (2013)' when handling images." + }, + { + "left": "issue:63787", + "right": "issue:64932", + "accept": true, + "reason": "Both point to the same QA scenario pack path problem around qa/scenarios/index.md causing completion-cache failures." + }, + { + "left": "issue:65431", + "right": "issue:66253", + "accept": false, + "reason": "Related image-tool symptoms, but one is a generic model-capability mismatch while the other is a specific attachment-parsing drop for glm-5v-turbo." + }, + { + "left": "issue:63541", + "right": "issue:64067", + "accept": true, + "reason": "Same missing qa/scenarios/index.md / scenario-pack-not-found failure in completion-cache update." + }, + { + "left": "issue:34971", + "right": "issue:53959", + "accept": false, + "reason": "Only share a broad upgrade/regression framing; they describe different broken behaviors and different subsystems." + }, + { + "left": "issue:31760", + "right": "issue:51636", + "accept": true, + "reason": "Both describe the Discord health-monitor restart loop / gateway disconnect pattern after upgrade." + }, + { + "left": "issue:62867", + "right": "issue:65177", + "accept": false, + "reason": "Both involve OpenClaw upgrades, but one is a general breakage and the other is a specific Feishu botName migration bug." + }, + { + "left": "issue:59943", + "right": "issue:66758", + "accept": true, + "reason": "Same image-tool 'Unknown model' family for Ollama/provider models; the second reads like the broader follow-up/regression of the first." + }, + { + "left": "issue:53618", + "right": "issue:67032", + "accept": false, + "reason": "67032 bundles image-upload missing with a separate message-display lag issue, so it is not cleanly the same single bug." + }, + { + "left": "issue:63214", + "right": "issue:64019", + "accept": false, + "reason": "Both are memory-core dreaming regressions, but one is an idempotencyKey failure and the other is missing cron creation; different code paths." + }, + { + "left": "issue:64111", + "right": "issue:67406", + "accept": true, + "reason": "Both are about Ollama vision models not being recognized/available through the image tool." + }, + { + "left": "issue:64839", + "right": "issue:66486", + "accept": false, + "reason": "These are both image-tool issues, but the former combines a Bailian/Qwen case with QQ URL blocking while the latter is a local imageModel-capability mismatch." + }, + { + "left": "issue:53493", + "right": "issue:53721", + "accept": true, + "reason": "Same Telegram channel initialization failure around restart/polling-stall behavior." + }, + { + "left": "issue:62826", + "right": "issue:63461", + "accept": true, + "reason": "Same WhatsApp OpenClaw --media sending bug; both say media is not delivered." + }, + { + "left": "issue:67131", + "right": "issue:67875", + "accept": true, + "reason": "Both describe the models.json baseUrl being mutated into an invalid /v1-style form on restart, causing codex/baseUrl failures." + }, + { + "left": "issue:66480", + "right": "issue:67032", + "accept": false, + "reason": "One is a feature request for image upload/paste; the other is a bug report that also includes a separate message-lag symptom." + }, + { + "left": "issue:64668", + "right": "issue:68828", + "accept": true, + "reason": "Same memory-wiki bridge import failure, with the second identifying publicArtifacts capability exposure as the cause." + }, + { + "left": "issue:66597", + "right": "issue:67081", + "accept": true, + "reason": "Same webchat symptom: user messages are not shown immediately after sending." + }, + { + "left": "issue:67927", + "right": "issue:68027", + "accept": false, + "reason": "Different areas entirely: OpenClaw image upload versus browser attachOnly/CDP profile detection." + }, + { + "left": "issue:33082", + "right": "issue:66092", + "accept": true, + "reason": "Both describe Telegram voice-note/TTS auto-delivery failing because media/voice metadata is lost in the outbound pipeline." + }, + { + "left": "issue:66177", + "right": "issue:67412", + "accept": true, + "reason": "Same Control UI/webchat flicker where the sent message disappears and reappears." + }, + { + "left": "issue:31883", + "right": "issue:66576", + "accept": true, + "reason": "These are the same feature request: configurable bootstrapFiles / workspace file inclusion-exclusion." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet: it correctly describes multiple small duplicate families rather than one monolithic bug, and the canonicalization of issue:59943 is supported by inbound references plus the follow-up issue:66758 explicitly referencing #59943. The accepted soft-edge pairs are conservative overall, with title-level evidence that the reports concern the same symptom families." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 15, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:30300", + "issue:30908", + "issue:31486", + "issue:32948", + "issue:32949", + "issue:33119", + "issue:33561", + "issue:33572", + "issue:34659", + "issue:35523", + "issue:37028", + "issue:52186", + "issue:53135", + "issue:53672", + "issue:53749", + "issue:53766", + "issue:53955", + "issue:55272", + "issue:62409", + "issue:62886", + "issue:62904", + "issue:63317", + "issue:63541", + "issue:63667", + "issue:63701", + "issue:64067", + "issue:64139", + "issue:64348", + "issue:64606", + "issue:64852", + "issue:64860", + "issue:65283", + "issue:65662", + "issue:65829", + "issue:66046", + "issue:66082", + "issue:66161", + "issue:66202", + "issue:66353", + "issue:66624", + "issue:66625", + "issue:66641", + "issue:66669", + "issue:66677", + "issue:66728", + "issue:66785", + "issue:67327", + "issue:68027" + ], + "soft_pairs": [ + "issue:53955|issue:63317", + "issue:65283|issue:66625", + "issue:30908|issue:37028", + "issue:32948|issue:55272", + "issue:30300|issue:63701", + "issue:66353|issue:68027", + "issue:63541|issue:64348", + "issue:63667|issue:64139", + "issue:32949|issue:64606", + "issue:62409|issue:66161", + "issue:31486|issue:65829", + "issue:33119|issue:66669", + "issue:66677|issue:66728", + "issue:64852|issue:66046", + "issue:34659|issue:35523", + "issue:53749|issue:53766", + "issue:66624|issue:66641", + "issue:33561|issue:33572", + "issue:66082|issue:67327", + "issue:53135|issue:53672", + "issue:66202|issue:66785", + "issue:64067|issue:64860", + "issue:52186|issue:65662", + "issue:62886|issue:62904" + ], + "prepared_review_unit_hash": "4be2db2ccd59d1965787ae0c6b317ec6f646cad9843c4657302b991e5515140c", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 34914, + "estimated_input_tokens": 8729, + "estimated_eval_tokens": 17714 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This cluster is heterogeneous: it contains several separate duplicate families (Telegram leakage, Control UI image rendering, onboarding Select channel crashes, missing qa/scenario-pack dist files, model/status display bugs, etc.). I only accepted pairs that appear to be the same concrete bug or change.", + "confidence": 0.78, + "canonical_issue_reason": "No single canonical issue covers the whole cluster; it splits into multiple unrelated duplicate subgroups.", + "canonical_pr_reason": null, + "best_issue_reason": "Among the accepted groups, issue 66161 is the clearest representative of the Telegram commentary/scratch leakage subgroup, but the overall cluster is too mixed to collapse to one issue.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:53955", + "right": "issue:63317", + "accept": true, + "reason": "Both report QMD memory indexing/search returning empty after an update; same underlying memory-index/search path." + }, + { + "left": "issue:65283", + "right": "issue:66625", + "accept": false, + "reason": "Both involve MiniMax image-tool failures, but one is an API-key/model-capability mismatch and the other is a specific VLM model failure; not clearly the same bug." + }, + { + "left": "issue:30908", + "right": "issue:37028", + "accept": true, + "reason": "Both point to duplicate Feishu plugin registration/duplicate plugin id causing gateway warnings or crash." + }, + { + "left": "issue:32948", + "right": "issue:55272", + "accept": true, + "reason": "These are the same status-line bug: the UI shows the fallback model instead of the active runtime/primary model." + }, + { + "left": "issue:30300", + "right": "issue:63701", + "accept": false, + "reason": "Same error text (stack overflow) but different subsystems and failure paths: webchat image upload vs gateway cron/plugin-schema compilation." + }, + { + "left": "issue:66353", + "right": "issue:68027", + "accept": false, + "reason": "Both are browser/CDP attach problems, but one is CDP detection and the other is attachOnly/profile-running state; too different to merge." + }, + { + "left": "issue:63541", + "right": "issue:64348", + "accept": true, + "reason": "Both describe the published package missing qa/scenarios artifacts, breaking completion-cache/QA-lab updates." + }, + { + "left": "issue:63667", + "right": "issue:64139", + "accept": false, + "reason": "Image-tool empty-content failure and exec crontab SIGKILL are unrelated." + }, + { + "left": "issue:32949", + "right": "issue:64606", + "accept": false, + "reason": "Both are Telegram retry-related, but one sends to the wrong topic and the other duplicates messages after timeout; different bugs." + }, + { + "left": "issue:62409", + "right": "issue:66161", + "accept": true, + "reason": "Same Telegram leakage bug: assistant commentary/scratch text is exposed to user-visible chat." + }, + { + "left": "issue:31486", + "right": "issue:65829", + "accept": true, + "reason": "Both describe the image tool not handling custom providers because the provider registry/config is not recognized." + }, + { + "left": "issue:33119", + "right": "issue:66669", + "accept": true, + "reason": "Both are the Control UI webchat image-attachment rendering bug; one is user-sent, the other agent-sent." + }, + { + "left": "issue:66677", + "right": "issue:66728", + "accept": true, + "reason": "66728 is a specific repro of the same QuickStart Select channel onboarding crash reported in 66677." + }, + { + "left": "issue:64852", + "right": "issue:66046", + "accept": true, + "reason": "Both report a Google Vertex auth regression after upgrade, with 401 failures from broken credential/auth handling." + }, + { + "left": "issue:34659", + "right": "issue:35523", + "accept": false, + "reason": "Both mention TUI display issues, but one is direct reply rendering and the other is delayed assistant message visibility until restart; not the same concrete defect." + }, + { + "left": "issue:53749", + "right": "issue:53766", + "accept": true, + "reason": "These are the same message-tool schema bug: the react action incorrectly requires the buttons field." + }, + { + "left": "issue:66624", + "right": "issue:66641", + "accept": true, + "reason": "Same onboarding crash at Select channel / trim undefined; 66641 is just a more specific reproduction of the 66624 failure." + }, + { + "left": "issue:33561", + "right": "issue:33572", + "accept": false, + "reason": "Same broad pattern (reply context fallback ignored), but they are different extensions with different code paths, so they are not clearly mergeable." + }, + { + "left": "issue:66082", + "right": "issue:67327", + "accept": true, + "reason": "Both say wiki/memory bridge artifacts are reported as zero despite populated memory; same bridge-export bug." + }, + { + "left": "issue:53135", + "right": "issue:53672", + "accept": false, + "reason": "Control UI assets/build failure and Control UI port 18789 connectivity are unrelated." + }, + { + "left": "issue:66202", + "right": "issue:66785", + "accept": false, + "reason": "Ollama models unavailable and setup wizard scrollability are different problems." + }, + { + "left": "issue:64067", + "right": "issue:64860", + "accept": true, + "reason": "Both are the QA Lab/completion-cache failure to find the scenario pack after the package update." + }, + { + "left": "issue:52186", + "right": "issue:65662", + "accept": false, + "reason": "Both involve ElevenLabs TTS, but one is wrong-voice playback and the other is playback failure with system-voice fallback; not the same bug." + }, + { + "left": "issue:62886", + "right": "issue:62904", + "accept": true, + "reason": "Same Telegram packaging/config-load breakage from the missing src/ directory / bad setup-entry reference." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet, and the accepted pairs are generally conservative and supported by the issue titles. The cluster is clearly heterogeneous, and the rejection choices avoid overclaiming on the more ambiguous soft pairs." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 16, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:32892", + "issue:33533", + "issue:33537", + "issue:33542", + "issue:33548", + "issue:33554", + "issue:33572", + "issue:33580", + "issue:34298", + "issue:35051", + "issue:35063", + "issue:43637", + "issue:51126", + "issue:51432", + "issue:51656", + "issue:52282", + "issue:53135", + "issue:57131", + "issue:62515", + "issue:62535", + "issue:63641", + "issue:63863", + "issue:63968", + "issue:64012", + "issue:64067", + "issue:64566", + "issue:64687", + "issue:64861", + "issue:64894", + "issue:64975", + "issue:65062", + "issue:65064", + "issue:65322", + "issue:65701", + "issue:66095", + "issue:66253", + "issue:66319", + "issue:66486", + "issue:66619", + "issue:66624", + "issue:66641", + "issue:66643", + "issue:66677", + "issue:66693", + "issue:67214", + "issue:67342", + "issue:67353", + "issue:68165" + ], + "soft_pairs": [ + "issue:51126|issue:51432", + "issue:34298|issue:63641", + "issue:66641|issue:66677", + "issue:63968|issue:64975", + "issue:64012|issue:64566", + "issue:43637|issue:57131", + "issue:66624|issue:67214", + "issue:32892|issue:64861", + "issue:66641|issue:66693", + "issue:63863|issue:65322", + "issue:65701|issue:68165", + "issue:33548|issue:33572", + "issue:67214|issue:67342", + "issue:65062|issue:65064", + "issue:52282|issue:53135", + "issue:63968|issue:64067", + "issue:33533|issue:33580", + "issue:64687|issue:64894", + "issue:35051|issue:35063", + "issue:62515|issue:62535", + "issue:33554|issue:33572", + "issue:66095|issue:66253", + "issue:33537|issue:33580", + "issue:33542|issue:33580", + "issue:66619|issue:67353", + "issue:33548|issue:33554", + "issue:51656|issue:66486", + "issue:66319|issue:66643" + ], + "prepared_review_unit_hash": "27c3b40fe0ac4db78e8d70220222617e86e353c3969c4182f638d75e34e77936", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 28, + "serialized_chars": 36391, + "estimated_input_tokens": 9098, + "estimated_eval_tokens": 18452 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "The cluster has several likely issue families, but the soft-edge pairs are mostly title-level or subsystem-level similarities without enough evidence of the same concrete bug. I would keep the onboarding/trim crash as the main issue anchor, but reject all soft-edge merges here given the lack of deterministic evidence and no shared targets/files.", + "confidence": 0.83, + "canonical_issue_reason": "Issue 66641 is the best canonical issue anchor because it most clearly names the onboarding crash and can absorb the related trim-error reports without being too narrow.", + "canonical_pr_reason": null, + "best_issue_reason": "66641 is the strongest overall issue representative: it is specific enough to identify the defect while still broad enough to group the closely related onboarding crash reports.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:51126", + "right": "issue:51432", + "accept": false, + "reason": "Different bugs: command parsing of /model subcommands vs a specific Codex model fallback error." + }, + { + "left": "issue:34298", + "right": "issue:63641", + "accept": false, + "reason": "Unrelated symptoms: localhost routing/404 behavior vs missing /prose command registration." + }, + { + "left": "issue:66641", + "right": "issue:66677", + "accept": false, + "reason": "Similar onboarding wording, but no direct evidence they are the same exact crash path." + }, + { + "left": "issue:63968", + "right": "issue:64975", + "accept": false, + "reason": "Both mention missing qa/scenarios/index.md, but the reports describe different failure surfaces and are not proven identical." + }, + { + "left": "issue:64012", + "right": "issue:64566", + "accept": false, + "reason": "Same provider area, but one is schema validation rejection and the other is a docs mismatch report; not enough to merge." + }, + { + "left": "issue:43637", + "right": "issue:57131", + "accept": false, + "reason": "macOS gateway stop issues are related, but the evidence does not show they are the same concrete stop/unload defect." + }, + { + "left": "issue:66624", + "right": "issue:67214", + "accept": false, + "reason": "Onboarding trim crash vs cron-job collapse after update: different failure modes." + }, + { + "left": "issue:32892", + "right": "issue:64861", + "accept": false, + "reason": "Both involve openai-codex auth, but the reported failures differ materially: missing provider plugins vs invalid_scope/model.request." + }, + { + "left": "issue:66641", + "right": "issue:66693", + "accept": false, + "reason": "Same error text appears, but the packet does not prove both reports hit the identical code path." + }, + { + "left": "issue:63863", + "right": "issue:65322", + "accept": false, + "reason": "Both touch startup/chat.history timing, but one is a long delay and the other is an explicit unavailable error." + }, + { + "left": "issue:65701", + "right": "issue:68165", + "accept": false, + "reason": "Different messaging-provider problems: duplicate Telegram sends vs WhatsApp validation-message behavior and Telegram setup failure." + }, + { + "left": "issue:33548", + "right": "issue:33572", + "accept": false, + "reason": "Both are context-forwarding bugs, but they affect different providers and different context fields." + }, + { + "left": "issue:67214", + "right": "issue:67342", + "accept": false, + "reason": "Cron-job regression and BlueBubbles startup runtime error are distinct defects." + }, + { + "left": "issue:65062", + "right": "issue:65064", + "accept": false, + "reason": "65062 is a composite report; 65064 is one specific startup issue, so they are not the same issue." + }, + { + "left": "issue:52282", + "right": "issue:53135", + "accept": false, + "reason": "Windows quoting/path failure is different from missing Control UI assets." + }, + { + "left": "issue:63968", + "right": "issue:64067", + "accept": false, + "reason": "Shared missing-file theme, but one is a packaging regression and the other is a completion-update failure; not proven identical." + }, + { + "left": "issue:33533", + "right": "issue:33580", + "accept": false, + "reason": "Same method name, but different providers and no evidence of one shared bug." + }, + { + "left": "issue:64687", + "right": "issue:64894", + "accept": false, + "reason": "Likely same auth family, but the reports are not specific enough to treat as one concrete duplicate without stronger evidence." + }, + { + "left": "issue:35051", + "right": "issue:35063", + "accept": false, + "reason": "Different parsers and different malformed-input surfaces." + }, + { + "left": "issue:62515", + "right": "issue:62535", + "accept": false, + "reason": "Very similar Dreaming config reports, but the packet only shows title similarity and no deeper linking evidence." + }, + { + "left": "issue:33554", + "right": "issue:33572", + "accept": false, + "reason": "Thread/reply-context handling in Discord is not the same bug as Feishu reply-target context." + }, + { + "left": "issue:66095", + "right": "issue:66253", + "accept": false, + "reason": "Same function name and symptom class, but different models and no proof they share the exact failure path." + }, + { + "left": "issue:33537", + "right": "issue:33580", + "accept": false, + "reason": "Both mention mediaLocalRoots, but across different plugins and without evidence of a single shared defect." + }, + { + "left": "issue:33542", + "right": "issue:33580", + "accept": false, + "reason": "Same as above: similar parameter-level symptom, not enough to merge as one bug." + }, + { + "left": "issue:66619", + "right": "issue:67353", + "accept": false, + "reason": "Same trim-related onboarding family, but the evidence here is still only similarity of symptom text." + }, + { + "left": "issue:33548", + "right": "issue:33554", + "accept": false, + "reason": "Different providers and different missing-context fields; too broad to merge." + }, + { + "left": "issue:51656", + "right": "issue:66486", + "accept": false, + "reason": "Both mention image routing, but one is vision fallback logic and the other is local imageModel handling; not the same bug." + }, + { + "left": "issue:66319", + "right": "issue:66643", + "accept": false, + "reason": "No technical overlap is evident from the titles or metadata." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "The high-level summary is mostly grounded, but the soft-edge verdicts are not conservative enough. Every pair the analyst marked as accepting is labeled `deterministic_accept: false` in the packet, and several of those calls rely on title-level similarity rather than enough evidence to treat them as the same concrete bug. The response should be rejected for over-accepting uncertain duplicates." + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 17, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:33259", + "issue:33548", + "issue:33561", + "issue:33607", + "issue:33880", + "issue:34659", + "issue:36301", + "issue:37546", + "issue:51036", + "issue:53582", + "issue:53739", + "issue:53907", + "issue:53927", + "issue:55346", + "issue:56854", + "issue:61033", + "issue:63534", + "issue:64055", + "issue:64238", + "issue:64250", + "issue:64636", + "issue:64775", + "issue:64839", + "issue:64894", + "issue:65125", + "issue:65218", + "issue:65281", + "issue:65283", + "issue:65347", + "issue:65362", + "issue:65431", + "issue:65465", + "issue:65611", + "issue:66017", + "issue:66048", + "issue:66281", + "issue:66323", + "issue:66324", + "issue:66643", + "issue:66981", + "issue:67056", + "issue:67745", + "issue:67955", + "issue:68027", + "issue:68076", + "issue:68185", + "issue:68851" + ], + "soft_pairs": [ + "issue:53739|issue:53907", + "issue:34659|issue:65362", + "issue:64894|issue:65347", + "issue:53927|issue:67955", + "issue:66323|issue:66643", + "issue:66324|issue:66643", + "issue:65125|issue:66281", + "issue:66048|issue:66981", + "issue:33259|issue:36301", + "issue:65283|issue:65431", + "issue:64238|issue:64839", + "issue:65281|issue:68851", + "issue:65611|issue:68027", + "issue:37546|issue:64250", + "issue:64055|issue:66048", + "issue:64775|issue:65362", + "issue:33548|issue:33561", + "issue:53582|issue:61033", + "issue:68076|issue:68185", + "issue:66017|issue:67056", + "issue:55346|issue:56854", + "issue:33607|issue:33880", + "issue:65218|issue:65465", + "issue:63534|issue:64636", + "issue:51036|issue:67745" + ], + "prepared_review_unit_hash": "ad9db6f76027c27d446c6a35bde6640bd44928d96033f26f472f1c48d8ade459", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 25, + "serialized_chars": 34671, + "estimated_input_tokens": 8668, + "estimated_eval_tokens": 17592 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This set splits into several distinct bug themes. A few soft pairs are true duplicates (version mismatch after upgrade, Codex OAuth failure, browser attach failures on macOS, image send/paste regression, reserve-token precheck bug, and incomplete-turn payload=0 reports), but most other pairs are different integrations or unrelated symptoms and should stay separate.", + "confidence": 0.81, + "canonical_issue_reason": "issue:36301 is the clearest open, detailed representative of the stale version/UI-service discrepancy after upgrade, and it aligns closely with issue:33259.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:36301 is the best global issue anchor here because it is open, specific, and describes the core upgrade/version-discrepancy bug more clearly than the older duplicate.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:53739", + "right": "issue:53907", + "accept": false, + "reason": "Both are post-upgrade messaging problems, but they affect different platforms (Feishu vs WhatsApp) and do not look like the same underlying bug." + }, + { + "left": "issue:34659", + "right": "issue:65362", + "accept": false, + "reason": "One is a TUI reply-display issue; the other is local model discovery. Different code paths and symptoms." + }, + { + "left": "issue:64894", + "right": "issue:65347", + "accept": true, + "reason": "Both report OpenAI Codex OAuth authentication failures with invalid_scope / missing authorization-code behavior; these look like the same bug." + }, + { + "left": "issue:53927", + "right": "issue:67955", + "accept": false, + "reason": "Both mention a route returning 404, but they are different integrations (BlueBubbles vs Slack HTTP mode) and likely separate registration bugs." + }, + { + "left": "issue:66323", + "right": "issue:66643", + "accept": false, + "reason": "Looks like unrelated spam/garbage content, not the same bug report." + }, + { + "left": "issue:66324", + "right": "issue:66643", + "accept": false, + "reason": "Looks like unrelated spam/garbage content, not the same bug report." + }, + { + "left": "issue:65125", + "right": "issue:66281", + "accept": true, + "reason": "Both describe macOS browser/CDP attach failures after update; they appear to be the same attach-path regression." + }, + { + "left": "issue:66048", + "right": "issue:66981", + "accept": false, + "reason": "One is about config flattening and $include handling; the other is a browser timeout after gateway restart. Different failures." + }, + { + "left": "issue:33259", + "right": "issue:36301", + "accept": true, + "reason": "Both describe the same stale-version / UI-service version mismatch after upgrade, with issue:36301 being the fuller report." + }, + { + "left": "issue:65283", + "right": "issue:65431", + "accept": true, + "reason": "Both are image-tool failures where the provider/model is treated as not supporting images despite image-capable configuration; same underlying bug." + }, + { + "left": "issue:64238", + "right": "issue:64839", + "accept": true, + "reason": "Both report a post-upgrade qwen3.6-plus regression with 'Unknown model' behavior; 64839 adds extra symptoms but appears to share the same root cause." + }, + { + "left": "issue:65281", + "right": "issue:68851", + "accept": true, + "reason": "Both describe Control UI/webchat image paste or drag-drop failing to send images after the v2026.4.10-era changes." + }, + { + "left": "issue:65611", + "right": "issue:68027", + "accept": true, + "reason": "Both are attachOnly/CDP session detection failures where a healthy Chrome session is not recognized; same browser attach bug." + }, + { + "left": "issue:37546", + "right": "issue:64250", + "accept": false, + "reason": "Message ordering conflict and context-limit reset are different user-facing errors and do not point to the same bug." + }, + { + "left": "issue:64055", + "right": "issue:66048", + "accept": false, + "reason": "Port-in-use restart failures and config-include flattening are unrelated gateway issues." + }, + { + "left": "issue:64775", + "right": "issue:65362", + "accept": false, + "reason": "Codex OAuth setup failure and Ollama model discovery failure are unrelated." + }, + { + "left": "issue:33548", + "right": "issue:33561", + "accept": false, + "reason": "Slack identity forwarding and Mattermost threadId fallback are different outbound adapter bugs." + }, + { + "left": "issue:53582", + "right": "issue:61033", + "accept": false, + "reason": "Both are self-message loop reports, but they involve different channels and are not clearly the same code-path defect." + }, + { + "left": "issue:68076", + "right": "issue:68185", + "accept": true, + "reason": "Both report incomplete turns with payloads=0; one is the user-facing symptom and the other is a concrete OpenRouter model repro of the same issue." + }, + { + "left": "issue:66017", + "right": "issue:67056", + "accept": false, + "reason": "Custom provider recognition and provider-header preservation are related area-wise, but they are not the same concrete bug." + }, + { + "left": "issue:55346", + "right": "issue:56854", + "accept": false, + "reason": "Discord reconnect-limit crashes and stale-socket restart exceptions are different gateway failure modes." + }, + { + "left": "issue:33607", + "right": "issue:33880", + "accept": false, + "reason": "A general UI issues bundle is not the same bug as WhatsApp group messages failing to spawn sessions." + }, + { + "left": "issue:65218", + "right": "issue:65465", + "accept": true, + "reason": "Both report the compaction-reserve setting being ignored and prechecks still using reserveTokens=16384; same underlying bug." + }, + { + "left": "issue:63534", + "right": "issue:64636", + "accept": false, + "reason": "UI layout/rendering abnormality and proxy-variable handling are unrelated." + }, + { + "left": "issue:51036", + "right": "issue:67745", + "accept": false, + "reason": "Empty payloads/zero usage and tool_calls not executed are both provider-related, but they describe different concrete failures and should not be merged." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet, and the accepted soft pairs are generally conservative duplicates of the same concrete bug families (OAuth scope/auth failure, macOS CDP attach failure, stale version after upgrade, image-tool image-support regression, incomplete turn payload=0, compaction reserve ignored, etc.). The rejected pairs also stay cautious and do not over-merge clearly different integrations or symptoms. The canonical/best-issue choice for the version-discrepancy bug is supported by the titles and open/closed status." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 18, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:20478", + "issue:24662", + "issue:31514", + "issue:32892", + "issue:33119", + "issue:33607", + "issue:34631", + "issue:36935", + "issue:37548", + "issue:50253", + "issue:51126", + "issue:53485", + "issue:53766", + "issue:53927", + "issue:54070", + "issue:61915", + "issue:62623", + "issue:62960", + "issue:63092", + "issue:63225", + "issue:63534", + "issue:63541", + "issue:63665", + "issue:63743", + "issue:64012", + "issue:64238", + "issue:64667", + "issue:64686", + "issue:64687", + "issue:64729", + "issue:64861", + "issue:64933", + "issue:65083", + "issue:65347", + "issue:65698", + "issue:66151", + "issue:66633", + "issue:66674", + "issue:66740", + "issue:67190", + "issue:67327", + "issue:67619", + "issue:67834", + "issue:68447", + "issue:68484", + "issue:68522", + "issue:68605" + ], + "soft_pairs": [ + "issue:64686|issue:64933", + "issue:53485|issue:67619", + "issue:51126|issue:64861", + "issue:64667|issue:64687", + "issue:65698|issue:67190", + "issue:66674|issue:68522", + "issue:32892|issue:33607", + "issue:50253|issue:63743", + "issue:61915|issue:64012", + "issue:62623|issue:62960", + "issue:66633|issue:67834", + "issue:31514|issue:36935", + "issue:24662|issue:68484", + "issue:33119|issue:68605", + "issue:63541|issue:63665", + "issue:63092|issue:67327", + "issue:53766|issue:54070", + "issue:63534|issue:64238", + "issue:66740|issue:68447", + "issue:20478|issue:37548", + "issue:34631|issue:53927", + "issue:64687|issue:65347", + "issue:64729|issue:65083", + "issue:63225|issue:66151" + ], + "prepared_review_unit_hash": "ad530015137aa9fc57ee28da8f98b66e88d0156fa3bd99bbc37fbe18d43df8a9", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 24, + "serialized_chars": 34357, + "estimated_input_tokens": 8590, + "estimated_eval_tokens": 17436 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Clear duplicate clusters appear around OpenAI Codex OAuth/provider failures, webchat image handling, Slack DM reply duplication, memory-wiki artifact counts, ComfyUI schema validation, and plugin-allow warnings. A few same-subsystem pairs are similar but not close enough to treat as the same bug.", + "confidence": 0.82, + "canonical_issue_reason": "Issue 61915 is the best representative of its duplicate pair with 64012: it names the exact failing config surface and the schema/docs/runtime mismatch in a way that is directly actionable.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 61915 is the strongest standalone triage anchor in this set because it is specific, root-cause oriented, and easy to map to a fix.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:64686", + "right": "issue:64933", + "accept": false, + "reason": "Both mention misleading plugin warnings, but one is a provenance warning and the other is a plugins.allow-empty warning; the underlying bugs appear different." + }, + { + "left": "issue:53485", + "right": "issue:67619", + "accept": false, + "reason": "Both involve chat context loss, but one is web-chat records lost after update and the other is session switching without save; not the same concrete bug." + }, + { + "left": "issue:51126", + "right": "issue:64861", + "accept": false, + "reason": "One is command parsing for /model list/status being treated as model IDs; the other is openai-codex OAuth invalid_scope. Different code paths." + }, + { + "left": "issue:64667", + "right": "issue:64687", + "accept": true, + "reason": "Both report the same OpenAI Codex OAuth breakage; one is the specific invalid-request-scope symptom and the other is the generic follow-up report." + }, + { + "left": "issue:65698", + "right": "issue:67190", + "accept": true, + "reason": "Both describe memory-wiki bridge import returning 0 artifacts; the second is the CLI manifestation of the same cached-registry/publicArtifacts problem." + }, + { + "left": "issue:66674", + "right": "issue:68522", + "accept": false, + "reason": "Shared provider/version and DNS-like wording, but one is an infer/rawError HTML issue while the other is a reply-path endpoint resolution failure; not clearly the same bug." + }, + { + "left": "issue:32892", + "right": "issue:33607", + "accept": false, + "reason": "The first is a specific provider-plugin discovery failure; the second is a broad multi-issue umbrella ticket. Not the same underlying change/bug." + }, + { + "left": "issue:50253", + "right": "issue:63743", + "accept": false, + "reason": "Both request IPv6 support, but one is bind_lan and the other is gateway listening; similar feature area, not the same bug report." + }, + { + "left": "issue:61915", + "right": "issue:64012", + "accept": true, + "reason": "These are the same ComfyUI provider schema-validation failure, with matching affected config path and symptom." + }, + { + "left": "issue:62623", + "right": "issue:62960", + "accept": true, + "reason": "Both describe Slack private-file attachment downloads/visibility breaking after the SSRF redirect fix; same underlying fetch regression." + }, + { + "left": "issue:66633", + "right": "issue:67834", + "accept": true, + "reason": "Both point to the OpenAI Codex provider being broken with Cloudflare 403s, and the second identifies the likely same endpoint-shaping root cause." + }, + { + "left": "issue:31514", + "right": "issue:36935", + "accept": true, + "reason": "Both are Slack DM duplicate-message reports tied to reply_to tags; same symptom and likely same code path." + }, + { + "left": "issue:24662", + "right": "issue:68484", + "accept": true, + "reason": "Both are webchat image-paste failures; the later report is the same bug with a slightly different description/version." + }, + { + "left": "issue:33119", + "right": "issue:68605", + "accept": true, + "reason": "Both describe Control UI/webchat image attachments not persisting or displaying correctly; same underlying UI bug." + }, + { + "left": "issue:63541", + "right": "issue:63665", + "accept": true, + "reason": "Both are the same qa scenario pack / published-dist missing-file regression causing completion-cache update failures." + }, + { + "left": "issue:63092", + "right": "issue:67327", + "accept": true, + "reason": "Both report memory-wiki bridge artifact counts stuck at zero despite populated memory; same bridge/import problem." + }, + { + "left": "issue:53766", + "right": "issue:54070", + "accept": true, + "reason": "Both describe the message tool incorrectly requiring buttons data when interactive buttons are not being used; same validation bug." + }, + { + "left": "issue:63534", + "right": "issue:64238", + "accept": false, + "reason": "One is a UI layout issue in a feature page; the other is an unknown-model regression. No shared bug." + }, + { + "left": "issue:66740", + "right": "issue:68447", + "accept": false, + "reason": "One is a wrong context-window display for a Google model; the other is provider-prefix routing to the wrong provider in LM Studio. Different defects." + }, + { + "left": "issue:20478", + "right": "issue:37548", + "accept": true, + "reason": "Both report duplicate plugin-id warnings when a channel-specific plugin and bundled/entry plugin coexist; same configuration conflict." + }, + { + "left": "issue:34631", + "right": "issue:53927", + "accept": false, + "reason": "Both are webhook 404s, but they involve different integrations and failure modes; too broad to treat as the same bug." + }, + { + "left": "issue:64687", + "right": "issue:65347", + "accept": true, + "reason": "Both are OpenAI Codex OAuth failures with invalid scope / missing authorization code; same auth flow regression." + }, + { + "left": "issue:64729", + "right": "issue:65083", + "accept": true, + "reason": "Both are misleading plugins.allow-related CLI failures caused by stale or mismatched plugin IDs; same validation/error-reporting bug." + }, + { + "left": "issue:63225", + "right": "issue:66151", + "accept": false, + "reason": "These are unrelated missing-module failures in different packages and code paths." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The triage summary is grounded in the packet, and the soft-edge calls stay conservative overall. The accepted pairs are sufficiently close on symptom and subsystem to plausibly be the same bug, while the rejected pairs avoid over-merging similar-but-distinct reports. The ComfyUI 61915/64012 anchor is especially well supported by the titles." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 19, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:31038", + "issue:37142", + "issue:48624", + "issue:49395", + "issue:50966", + "issue:51056", + "issue:51824", + "issue:53644", + "issue:53753", + "issue:55346", + "issue:62158", + "issue:62867", + "issue:62875", + "issue:62898", + "issue:62923", + "issue:62958", + "issue:64312", + "issue:64710", + "issue:64762", + "issue:64764", + "issue:64900", + "issue:64991", + "issue:65045", + "issue:65078", + "issue:65079", + "issue:65100", + "issue:65133", + "issue:65318", + "issue:65321", + "issue:65347", + "issue:65500", + "issue:65521", + "issue:65611", + "issue:66065", + "issue:66097", + "issue:66381", + "issue:66393", + "issue:66516", + "issue:67056", + "issue:67081", + "issue:67454", + "issue:67737", + "issue:67989", + "issue:68117", + "issue:68245", + "issue:68520", + "issue:68605" + ], + "soft_pairs": [ + "issue:65611|issue:66097", + "issue:31038|issue:67737", + "issue:65045|issue:65347", + "issue:66381|issue:67081", + "issue:65133|issue:66065", + "issue:65133|issue:68117", + "issue:51824|issue:53753", + "issue:37142|issue:51056", + "issue:65133|issue:65521", + "issue:66393|issue:68605", + "issue:53644|issue:55346", + "issue:64312|issue:64762", + "issue:62158|issue:65100", + "issue:64991|issue:65318", + "issue:65079|issue:65321", + "issue:64764|issue:64900", + "issue:65078|issue:65500", + "issue:67056|issue:67989", + "issue:62867|issue:62875", + "issue:66516|issue:68245", + "issue:67454|issue:68520", + "issue:62898|issue:62923", + "issue:48624|issue:49395", + "issue:50966|issue:67989", + "issue:62958|issue:64710" + ], + "prepared_review_unit_hash": "9346a46affbb59c15bd89e4c0ead698ff9877d2897ed03db43a6a3f35991fd8b", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 25, + "serialized_chars": 34901, + "estimated_input_tokens": 8726, + "estimated_eval_tokens": 17708 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This set splits into several distinct duplicate mini-clusters rather than one unified cluster. I only accepted pairs that clearly describe the same underlying bug path (OAuth/auth, CDP status detection, webchat rendering, Comfy schema regression, multipart FormData corruption, setup-entry regression, and Ollama agent timeout).", + "confidence": 0.82, + "canonical_issue_reason": "Issue 62898 is the clearest root-cause report in the setup-entry.js regression cluster: it names the broken specifier, explains the impact, and covers the broadest duplicate surface.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 62898 is the strongest global representative among the listed issues because it is explicit about the broken code path and has the broadest, most actionable diagnosis.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:65611", + "right": "issue:66097", + "accept": true, + "reason": "Same CDP session-detection problem for attachOnly/custom browser profiles; both report the profile as not running despite an active/reachable CDP endpoint." + }, + { + "left": "issue:31038", + "right": "issue:67737", + "accept": true, + "reason": "Same hook-delivery bug in api.on(); the WhatsApp report is a channel-specific instance of hooks never firing." + }, + { + "left": "issue:65045", + "right": "issue:65347", + "accept": true, + "reason": "Both describe the same OpenAI Codex OAuth failure with invalid_scope / missing auth-code symptoms." + }, + { + "left": "issue:66381", + "right": "issue:67081", + "accept": true, + "reason": "Same webchat message-visibility regression: sent user messages disappear or are not shown until the assistant response arrives." + }, + { + "left": "issue:65133", + "right": "issue:66065", + "accept": false, + "reason": "Both involve managed browser/CDP startup, but one is a ready-check failure and the other is a browser that exits immediately; not enough evidence of the same concrete bug." + }, + { + "left": "issue:65133", + "right": "issue:68117", + "accept": false, + "reason": "Related managed-browser/CDP symptoms, but the reports differ on failure mode and platform; not clearly the same code-path bug." + }, + { + "left": "issue:51824", + "right": "issue:53753", + "accept": true, + "reason": "Same model-picker mapping error: provider and model ID are being combined/misassigned when switching models." + }, + { + "left": "issue:37142", + "right": "issue:51056", + "accept": false, + "reason": "Both are 401/authentication failures, but they affect different providers and show different request failures; too broad to treat as one bug." + }, + { + "left": "issue:65133", + "right": "issue:65521", + "accept": false, + "reason": "Similar managed browser launch area, but one is a CDP readiness problem and the other is Chrome exiting on Windows; not the same concrete defect." + }, + { + "left": "issue:66393", + "right": "issue:68605", + "accept": true, + "reason": "Same webchat image-rendering/persistence issue; both say uploaded/sent images fail to remain visible correctly in the UI." + }, + { + "left": "issue:53644", + "right": "issue:55346", + "accept": false, + "reason": "Both mention Discord crashes, but one is a WebSocket close-code 1006 exception while the other is a max reconnect-attempts failure; too different to merge." + }, + { + "left": "issue:64312", + "right": "issue:64762", + "accept": true, + "reason": "Same multipart/FormData corruption in the guarded/SSRF-protected fetch path, breaking audio transcription uploads." + }, + { + "left": "issue:62158", + "right": "issue:65100", + "accept": true, + "reason": "Same Comfy provider schema mismatch: config keys used by code are rejected by the provider schema." + }, + { + "left": "issue:64991", + "right": "issue:65318", + "accept": true, + "reason": "Same Gemini CLI OAuth regression/orphaning issue in v2026.4.10; both describe the broken auth flow." + }, + { + "left": "issue:65079", + "right": "issue:65321", + "accept": false, + "reason": "Security-vulnerability package audit and built-in TTS breakage are unrelated." + }, + { + "left": "issue:64764", + "right": "issue:64900", + "accept": true, + "reason": "Same remote CDP/WSL2 Edge status-detection problem: one report says unreachable, the other says running:false despite live targets." + }, + { + "left": "issue:65078", + "right": "issue:65500", + "accept": false, + "reason": "Both mention Telegram/Web UI model visibility, but one is about conversation transcripts and the other about /models listing; not the same bug." + }, + { + "left": "issue:67056", + "right": "issue:67989", + "accept": false, + "reason": "These are different OpenRouter problems: preserving headers for custom models versus requests not routing to models." + }, + { + "left": "issue:62867", + "right": "issue:62875", + "accept": false, + "reason": "A general upgrade regression and a missing src directory in one bundled plugin are not the same underlying issue." + }, + { + "left": "issue:66516", + "right": "issue:68245", + "accept": false, + "reason": "Both involve hangs/timeouts, but the active-memory blocker is a different flow than the beta-blocker timeout report." + }, + { + "left": "issue:67454", + "right": "issue:68520", + "accept": false, + "reason": "Both concern OpenRouter empty responses, but the titles indicate different symptom descriptions and likely different regression points without clearer code-path evidence." + }, + { + "left": "issue:62898", + "right": "issue:62923", + "accept": true, + "reason": "Same setup-entry.js specifier regression affecting channel plugins; 62923 is a broader manifestation of the same broken ./src references." + }, + { + "left": "issue:48624", + "right": "issue:49395", + "accept": true, + "reason": "Same BlueBubbles webhook route issue: the endpoint reports listening but the POST still returns 404." + }, + { + "left": "issue:50966", + "right": "issue:67989", + "accept": false, + "reason": "One is a UI model-switch/provider-selection bug, the other is OpenRouter request routing; they are not the same defect." + }, + { + "left": "issue:62958", + "right": "issue:64710", + "accept": true, + "reason": "Same Ollama agent timeout/hang behavior; the direct-API-vs-agent contrast matches the macOS local Ollama report." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet and stays mostly conservative. The accepted pairs are supported by closely matching titles and symptom descriptions, and the rejected pairs avoid over-merging broader or different failure modes. The canonical issue choice for the setup-entry.js regression cluster is also well supported by 62898/62923." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 20, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:30922", + "issue:33607", + "issue:34243", + "issue:34387", + "issue:50730", + "issue:51175", + "issue:52175", + "issue:52265", + "issue:52766", + "issue:53295", + "issue:53644", + "issue:53672", + "issue:53721", + "issue:53724", + "issue:55304", + "issue:55350", + "issue:56854", + "issue:61412", + "issue:62886", + "issue:63184", + "issue:64667", + "issue:64775", + "issue:64833", + "issue:64947", + "issue:64985", + "issue:65529", + "issue:65613", + "issue:65695", + "issue:65740", + "issue:66281", + "issue:66306", + "issue:66381", + "issue:66393", + "issue:66597", + "issue:66611", + "issue:67072", + "issue:67355", + "issue:67483", + "issue:67705", + "issue:68120", + "issue:68261", + "issue:68272", + "issue:68436", + "issue:68484", + "issue:68513", + "issue:68520", + "issue:68585" + ], + "soft_pairs": [ + "issue:64833|issue:64947", + "issue:61412|issue:65529", + "issue:62886|issue:63184", + "issue:53644|issue:56854", + "issue:68120|issue:68436", + "issue:66381|issue:66597", + "issue:52175|issue:53672", + "issue:66393|issue:68484", + "issue:56854|issue:65613", + "issue:68272|issue:68513", + "issue:34243|issue:64985", + "issue:53644|issue:55350", + "issue:53721|issue:55304", + "issue:65695|issue:66611", + "issue:34387|issue:64775", + "issue:67483|issue:67705", + "issue:68261|issue:68520", + "issue:51175|issue:64667", + "issue:53295|issue:53724", + "issue:50730|issue:68585", + "issue:65740|issue:66281", + "issue:30922|issue:33607", + "issue:52265|issue:52766", + "issue:66381|issue:67072", + "issue:66306|issue:67355" + ], + "prepared_review_unit_hash": "5db39b81cb52d4ea66a2a112be75cb36a1a4dcefefeee71b32bea3a86c777f79", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 25, + "serialized_chars": 34456, + "estimated_input_tokens": 8614, + "estimated_eval_tokens": 17484 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "The batch contains several separate duplicate clusters (Discord gateway crashes, OpenRouter empty responses, webchat flicker, Chrome/CDP attach failures, Telegram setup issues, Feishu validation, sandbox skill path checks, Slack thread replies). I accepted only the pairs that appear to share the same concrete bug or feature change.", + "confidence": 0.93, + "canonical_issue_reason": "No single issue cleanly represents the entire batch because the items split into multiple unrelated clusters; among the duplicate candidates, the most canonical-style reports are the ones that most directly describe the shared failure mode and reproduction path.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 52766 is the strongest single issue report here: it gives the clearest end-to-end description of the gateway WebSocket timeout failure and is the most actionable representative of its cluster.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:64833", + "right": "issue:64947", + "accept": true, + "reason": "Same OpenAI Codex OAuth scope bug: both report invalid/unauthorized scopes during OAuth, with one just surfacing a misleading callback error." + }, + { + "left": "issue:61412", + "right": "issue:65529", + "accept": false, + "reason": "Both are TTS/provider registration issues, but they involve different providers and different missing registrations, so they are not the same bug." + }, + { + "left": "issue:62886", + "right": "issue:63184", + "accept": true, + "reason": "Same Telegram packaging/setup-path breakage: both say the extension setup entry points to a missing/non-existent src path." + }, + { + "left": "issue:53644", + "right": "issue:56854", + "accept": true, + "reason": "Same Discord gateway crash family: both describe an uncaught exception around stale-socket / close-code-1006 handling instead of reconnecting cleanly." + }, + { + "left": "issue:68120", + "right": "issue:68436", + "accept": true, + "reason": "Same OpenRouter empty-response symptom: both report assistant turns coming back empty/payloads=0 while direct OpenRouter API calls work." + }, + { + "left": "issue:66381", + "right": "issue:66597", + "accept": true, + "reason": "Same webchat UI flicker bug: both say the sent user message disappears or flickers briefly and only stabilizes after the model response." + }, + { + "left": "issue:52175", + "right": "issue:53672", + "accept": false, + "reason": "One is about sessions not being registered in sessions.json; the other is a Control UI port problem. They do not look like the same underlying bug." + }, + { + "left": "issue:66393", + "right": "issue:68484", + "accept": false, + "reason": "Both concern webchat images, but one is viewing/previewing images and the other is paste/upload handling; different code paths and symptoms." + }, + { + "left": "issue:56854", + "right": "issue:65613", + "accept": true, + "reason": "Same Discord stale-socket health-monitor restart issue; both point to the same reconnect/crash path in the gateway." + }, + { + "left": "issue:68272", + "right": "issue:68513", + "accept": false, + "reason": "Both mention dropped image attachments, but one is about models that already support vision and the other is about fallback to imageModel when the primary model lacks vision." + }, + { + "left": "issue:34243", + "right": "issue:64985", + "accept": true, + "reason": "Same sandbox path-check regression: both say bundled skills are blocked because SKILL.md/src path access is being rejected." + }, + { + "left": "issue:53644", + "right": "issue:55350", + "accept": true, + "reason": "Same Discord WebSocket close-code-1006 crash/reconnect bug; one reports the exception path, the other the max-reconnect failure outcome." + }, + { + "left": "issue:53721", + "right": "issue:55304", + "accept": true, + "reason": "Same Telegram channel initialization failure after gateway restart; the second is just a later/more specific report of the same regression." + }, + { + "left": "issue:65695", + "right": "issue:66611", + "accept": true, + "reason": "Same Chrome/CDP attach failure: both say the browser process is running but the gateway/browser tool cannot establish the CDP connection." + }, + { + "left": "issue:34387", + "right": "issue:64775", + "accept": false, + "reason": "One is a missing gateway folder/path issue, the other is an OAuth setup error. The underlying bugs are different." + }, + { + "left": "issue:67483", + "right": "issue:67705", + "accept": true, + "reason": "Same formatDocsLink crash when docsPath is undefined on channel plugins." + }, + { + "left": "issue:68261", + "right": "issue:68520", + "accept": true, + "reason": "Same OpenRouter regression: both report payloads=0 / empty assistant output on 2026.4.15 while direct API calls still work." + }, + { + "left": "issue:51175", + "right": "issue:64667", + "accept": false, + "reason": "These are different OAuth failures: one is a country/region 403, the other is an invalid scope request." + }, + { + "left": "issue:53295", + "right": "issue:53724", + "accept": true, + "reason": "Same Feishu message-tool validation bug: text-only sends fail because the API incorrectly requires a card field." + }, + { + "left": "issue:50730", + "right": "issue:68585", + "accept": true, + "reason": "Same Slack feature request: both ask for thread-aware/thread_ts replies in sendMessage." + }, + { + "left": "issue:65740", + "right": "issue:66281", + "accept": true, + "reason": "Same Chrome CDP attach/connect failure on macOS after startup/update; both describe the browser being up but unreachable via DevTools/CDP." + }, + { + "left": "issue:30922", + "right": "issue:33607", + "accept": false, + "reason": "A hardcoded version string bug is unrelated to a broad multi-UI-issues report." + }, + { + "left": "issue:52265", + "right": "issue:52766", + "accept": true, + "reason": "Same gateway handshake timeout problem affecting CLI RPC commands on local loopback / non-systemd environments." + }, + { + "left": "issue:66381", + "right": "issue:67072", + "accept": true, + "reason": "Same webchat send-state flicker: the message is not rendered immediately and only appears fully after the assistant response." + }, + { + "left": "issue:66306", + "right": "issue:67355", + "accept": true, + "reason": "Both describe the app health indicator stuck on 'pending' even though the gateway is healthy." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The clustering summary is grounded in the packet, and the accepted soft-edge verdicts stay conservative overall. The rejected pairs are also appropriately separated, with no clear overstatement of evidence." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 21, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:30030", + "issue:30922", + "issue:31275", + "issue:31486", + "issue:32245", + "issue:32532", + "issue:33119", + "issue:33259", + "issue:33468", + "issue:33650", + "issue:35476", + "issue:41845", + "issue:46012", + "issue:49071", + "issue:53138", + "issue:53233", + "issue:53247", + "issue:53425", + "issue:53878", + "issue:57131", + "issue:62472", + "issue:63197", + "issue:63461", + "issue:63534", + "issue:63641", + "issue:63896", + "issue:64111", + "issue:64292", + "issue:64687", + "issue:64775", + "issue:65045", + "issue:65283", + "issue:65698", + "issue:65964", + "issue:65976", + "issue:66096", + "issue:66131", + "issue:66189", + "issue:66253", + "issue:66635", + "issue:66674", + "issue:67152", + "issue:67712", + "issue:67919", + "issue:68012", + "issue:68074", + "issue:68172", + "issue:68851" + ], + "soft_pairs": [ + "issue:32532|issue:33650", + "issue:30922|issue:33259", + "issue:32245|issue:33468", + "issue:64687|issue:65045", + "issue:53138|issue:53247", + "issue:66096|issue:66189", + "issue:46012|issue:53878", + "issue:53878|issue:57131", + "issue:53425|issue:64775", + "issue:63896|issue:65964", + "issue:63197|issue:65976", + "issue:30030|issue:53233", + "issue:41845|issue:53878", + "issue:63534|issue:64292", + "issue:66674|issue:67712", + "issue:63461|issue:66635", + "issue:67152|issue:68074", + "issue:66253|issue:68012", + "issue:64111|issue:68172", + "issue:35476|issue:62472", + "issue:65283|issue:68172", + "issue:63641|issue:66131", + "issue:31486|issue:68012", + "issue:33119|issue:68851", + "issue:31275|issue:49071", + "issue:65698|issue:67919", + "issue:31486|issue:65283" + ], + "prepared_review_unit_hash": "2a56bd1ee90377a195785b099c9c4baec46367533c2830da1607e96252eff9ea", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 27, + "serialized_chars": 36333, + "estimated_input_tokens": 9084, + "estimated_eval_tokens": 18424 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "The set is mostly a grab-bag of unrelated bug reports. A few soft edges are true duplicates around macOS gateway LaunchAgent behavior, memory-wiki artifact export, OAuth failures, TTS media paths, Codex HTML/rate-limit error masking, and some Feishu/session-memory issues; most other soft matches are false positives.", + "confidence": 0.87, + "canonical_issue_reason": "issue:53878 is the clearest anchor for the macOS gateway LaunchAgent bug: it states the stop/start recovery failure directly and is more concrete than the nearby variants.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:53878 is the best single issue representative in this set because it is the most specific, actionable, and central of the overlapping macOS gateway reports.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:32532", + "right": "issue:33650", + "accept": false, + "reason": "Both mention Chrome/Brave relay startup, but one is a startup deadlock and the other is a browser-target attach permission failure; different failure modes." + }, + { + "left": "issue:30922", + "right": "issue:33259", + "accept": false, + "reason": "Both are version-display regressions, but one is a hardcoded Web UI version and the other is a stale Control UI version after upgrade; not clearly the same code path." + }, + { + "left": "issue:32245", + "right": "issue:33468", + "accept": false, + "reason": "They share the same exception text, but one is Vertex embedded runs on Telegram/cron and the other is googlechat startup; too little evidence they are the same bug." + }, + { + "left": "issue:64687", + "right": "issue:65045", + "accept": true, + "reason": "Both are OpenAI Codex OAuth breakages; the second is the specific invalid_scope/macOS manifestation of the broader OAuth failure." + }, + { + "left": "issue:53138", + "right": "issue:53247", + "accept": false, + "reason": "One is a missing WhatsApp plugin on clean install; the other is a WhatsApp plugin crash due to a missing runtime API. Related area, but different underlying defects." + }, + { + "left": "issue:66096", + "right": "issue:66189", + "accept": true, + "reason": "Same missing subagent-registry.runtime.js problem: one reports the dist/package omission, the other shows the runtime subagent task failing because of it." + }, + { + "left": "issue:46012", + "right": "issue:53878", + "accept": true, + "reason": "Same macOS gateway LaunchAgent stop/start recovery bug; the titles describe the same failure sequence from different angles." + }, + { + "left": "issue:53878", + "right": "issue:57131", + "accept": true, + "reason": "The stop/start recovery failure and the launchctl bootout-vs-stop diagnosis are the same macOS gateway bug." + }, + { + "left": "issue:53425", + "right": "issue:64775", + "accept": false, + "reason": "One is a tools[*].name validation failure after upgrade; the other is a generic codex OAuth setup error. Different bugs." + }, + { + "left": "issue:63896", + "right": "issue:65964", + "accept": true, + "reason": "Same TTS media path allowlist regression; one mentions the temp dir not being allowed, the other names the rejecting check directly." + }, + { + "left": "issue:63197", + "right": "issue:65976", + "accept": true, + "reason": "Both describe memory-wiki bridge mode exporting zero artifacts because public artifacts are not being loaded/restored correctly." + }, + { + "left": "issue:30030", + "right": "issue:53233", + "accept": true, + "reason": "Same cooldown propagation bug: Anthropic rate-limit state is leaking into an independent fallback provider." + }, + { + "left": "issue:41845", + "right": "issue:53878", + "accept": true, + "reason": "Both are reports of the macOS gateway being unable to restart/recover after stop because LaunchAgent state is mishandled." + }, + { + "left": "issue:63534", + "right": "issue:64292", + "accept": false, + "reason": "Different issues: one is a UI/layout problem, the other is a sessions_spawn authorization failure." + }, + { + "left": "issue:66674", + "right": "issue:67712", + "accept": true, + "reason": "Same misclassification of upstream HTML/rate-limit responses as DNS lookup failures in the openai-codex path." + }, + { + "left": "issue:63461", + "right": "issue:66635", + "accept": false, + "reason": "Both involve WhatsApp media, but one is CLI send --media and the other is inline auto-reply MEDIA path behavior; not the same concrete bug." + }, + { + "left": "issue:67152", + "right": "issue:68074", + "accept": false, + "reason": "Both are memory-core issues, but one is a request-scoped subagent runtime misuse and the other is a cleanup permission error; different defects." + }, + { + "left": "issue:66253", + "right": "issue:68012", + "accept": false, + "reason": "Both concern image attachments, but one is a specific model/parser drop and the other is custom-provider gateway handling; not enough to treat as the same bug." + }, + { + "left": "issue:64111", + "right": "issue:68172", + "accept": false, + "reason": "Both are image-tool capability mismatches, but they involve different providers and likely different metadata paths." + }, + { + "left": "issue:35476", + "right": "issue:62472", + "accept": false, + "reason": "Shared model-id collision theme, but one is UI selection state and the other is persisted context/token values; related, but not the same bug." + }, + { + "left": "issue:65283", + "right": "issue:68172", + "accept": false, + "reason": "Different providers and symptoms: MiniMax coding-plan key vs Gemini 3 Flash vision capability. Too broad to merge." + }, + { + "left": "issue:63641", + "right": "issue:66131", + "accept": false, + "reason": "One is a missing /prose command, the other is invalid plugin IDs written into config during gateway auto-enable; different failure mechanisms." + }, + { + "left": "issue:31486", + "right": "issue:68012", + "accept": false, + "reason": "Both mention custom providers and images, but one is image-tool support and the other is gateway attachment dropping; separate code paths." + }, + { + "left": "issue:33119", + "right": "issue:68851", + "accept": false, + "reason": "One is display of AI-sent image attachments in Control UI, the other is sending images from drag/drop or paste; opposite directions and different bugs." + }, + { + "left": "issue:31275", + "right": "issue:49071", + "accept": true, + "reason": "Both point to the Feishu /new/session-memory flow creating the wrong workspace/session state, with duplicate-workspace creation as a direct symptom of the same issue." + }, + { + "left": "issue:65698", + "right": "issue:67919", + "accept": true, + "reason": "Same memory-wiki bridge artifact-export failure caused by plugin/memory artifact state not being loaded in bridge mode." + }, + { + "left": "issue:31486", + "right": "issue:65283", + "accept": false, + "reason": "Both are image-tool complaints, but one is custom-provider support and the other is a provider-specific vision capability mismatch; not the same bug." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet, and the accepted soft-edge matches stay within the evidence shown by the issue titles. The macOS gateway cluster is handled conservatively enough, and the other accepted pairs are all plausibly the same underlying bug rather than clearly distinct defects." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 22, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:32937", + "issue:33259", + "issue:33514", + "issue:33607", + "issue:34908", + "issue:51099", + "issue:51468", + "issue:51728", + "issue:52328", + "issue:54689", + "issue:59702", + "issue:61915", + "issue:62049", + "issue:62296", + "issue:62880", + "issue:62886", + "issue:62920", + "issue:63197", + "issue:63936", + "issue:64003", + "issue:64019", + "issue:64047", + "issue:64254", + "issue:64480", + "issue:64590", + "issue:64686", + "issue:64710", + "issue:64845", + "issue:64971", + "issue:65100", + "issue:65184", + "issue:65698", + "issue:65706", + "issue:65742", + "issue:66034", + "issue:66288", + "issue:66336", + "issue:66393", + "issue:66486", + "issue:66520", + "issue:66768", + "issue:67425", + "issue:67949", + "issue:67979", + "issue:68371", + "issue:68373", + "issue:68580" + ], + "soft_pairs": [ + "issue:65698|issue:67979", + "issue:64710|issue:67949", + "issue:64019|issue:64845", + "issue:62049|issue:64686", + "issue:64003|issue:64590", + "issue:59702|issue:66336", + "issue:61915|issue:65100", + "issue:66288|issue:66393", + "issue:52328|issue:64480", + "issue:66768|issue:67425", + "issue:32937|issue:33607", + "issue:33514|issue:51468", + "issue:65698|issue:68373", + "issue:51728|issue:64971", + "issue:62880|issue:62886", + "issue:62920|issue:64254", + "issue:65184|issue:65706", + "issue:62920|issue:63936", + "issue:51099|issue:54689", + "issue:65742|issue:66486", + "issue:33259|issue:34908", + "issue:62296|issue:64254", + "issue:64047|issue:66034", + "issue:66520|issue:68580", + "issue:63197|issue:68371" + ], + "prepared_review_unit_hash": "e23b150b1dc81734170df3cd2d8e1d5deaa826027617d717dd74593744d37240", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 25, + "serialized_chars": 34926, + "estimated_input_tokens": 8732, + "estimated_eval_tokens": 17720 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Mixed issue set with several real duplicate pairs, mostly around memory-core dreaming/idempotencyKey, memory-wiki export restoration, Telegram packaging, cron persistence, ComfyUI schema drift, sessions_spawn pairing failures, and OpenRouter embedded-runner turn abandonment. No PRs are present.", + "confidence": 0.63, + "canonical_issue_reason": "64019 is the clearest root-cause report among the strongest duplicate chain: it names the concrete missing-idempotencyKey failure and directly matches the sibling reports more precisely than the others.", + "canonical_pr_reason": null, + "best_issue_reason": "64019 is the best representative issue to anchor deduping because it is specific, actionable, and captures the underlying bug more directly than the related variant titles.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:65698", + "right": "issue:67979", + "accept": false, + "reason": "Same memory-wiki area, but one is cached-registry publicArtifacts restoration and the other is CLI-context capability undefined; related, not the same concrete bug." + }, + { + "left": "issue:64710", + "right": "issue:67949", + "accept": false, + "reason": "Both are Ollama/UI timeouts, but the symptoms and code paths differ; not enough evidence they are the same bug." + }, + { + "left": "issue:64019", + "right": "issue:64845", + "accept": true, + "reason": "Same underlying bug: missing idempotencyKey in memory-core dreaming/narrative generation." + }, + { + "left": "issue:62049", + "right": "issue:64686", + "accept": false, + "reason": "Both are false warnings in status, but they complain about different warning types and likely different logic." + }, + { + "left": "issue:64003", + "right": "issue:64590", + "accept": true, + "reason": "Same underlying idempotencyKey validation failure in memory-core dreaming." + }, + { + "left": "issue:59702", + "right": "issue:66336", + "accept": true, + "reason": "Same sessions_spawn / gateway-closed-1008 pairing-required failure mode on Windows." + }, + { + "left": "issue:61915", + "right": "issue:65100", + "accept": true, + "reason": "Same ComfyUI provider schema drift: config fields are being rejected by the provider schema." + }, + { + "left": "issue:66288", + "right": "issue:66393", + "accept": false, + "reason": "Both involve webchat images, but one is delivery after reply and the other is image viewing; not the same concrete failure." + }, + { + "left": "issue:52328", + "right": "issue:64480", + "accept": false, + "reason": "Different channels/integrations and different failure modes; only a broad delivery-silence similarity." + }, + { + "left": "issue:66768", + "right": "issue:67425", + "accept": true, + "reason": "Likely the same embedded-runner/OpenRouter turn-abandonment bug manifesting as empty completed turns in the image." + }, + { + "left": "issue:32937", + "right": "issue:33607", + "accept": false, + "reason": "One is a web UI 404, the other is a grab-bag of UI issues; too broad to be the same bug." + }, + { + "left": "issue:33514", + "right": "issue:51468", + "accept": false, + "reason": "Both mention acpx on Windows, but one is a missing function and the other is runtime/version availability; not clearly the same code-path bug." + }, + { + "left": "issue:65698", + "right": "issue:68373", + "accept": true, + "reason": "Same memory-wiki bridge import failure caused by cached plugin restore dropping memory capability/publicArtifacts." + }, + { + "left": "issue:51728", + "right": "issue:64971", + "accept": false, + "reason": "Both concern Control UI/webchat routing, but one is attachment delivery and the other is reply destination routing." + }, + { + "left": "issue:62880", + "right": "issue:62886", + "accept": true, + "reason": "Same Telegram packaging breakage: published package/setup entry references missing src files." + }, + { + "left": "issue:62920", + "right": "issue:64254", + "accept": true, + "reason": "Same managed dreaming cron lifecycle bug: cron creation/persistence is failing across startup/restart." + }, + { + "left": "issue:65184", + "right": "issue:65706", + "accept": false, + "reason": "Install/unit-file failure versus node-status/list sync issue; different problems." + }, + { + "left": "issue:62920", + "right": "issue:63936", + "accept": true, + "reason": "Same managed dreaming cron not being created/recreated across lifecycle events." + }, + { + "left": "issue:51099", + "right": "issue:54689", + "accept": false, + "reason": "Sandbox image python3 missing and Telegram file sending broke after update are unrelated." + }, + { + "left": "issue:65742", + "right": "issue:66486", + "accept": false, + "reason": "Both are Unknown model errors, but they hit different tools and configuration paths." + }, + { + "left": "issue:33259", + "right": "issue:34908", + "accept": false, + "reason": "Version badge stale after upgrade is not the same as the control UI/version badge report, despite similar wording." + }, + { + "left": "issue:62296", + "right": "issue:64254", + "accept": false, + "reason": "One is a hook not firing with deliveryStatus:not-requested; the other is cron persistence across restarts." + }, + { + "left": "issue:64047", + "right": "issue:66034", + "accept": false, + "reason": "Different Feishu commands and no clear shared code-path evidence." + }, + { + "left": "issue:66520", + "right": "issue:68580", + "accept": false, + "reason": "Both are auto-compaction failures, but one is cache-hit suppression and the other is embedded-runner threshold behavior; too broad to merge." + }, + { + "left": "issue:63197", + "right": "issue:68371", + "accept": false, + "reason": "Both show zero exported artifacts, but the stated causes differ (cached registry/publicArtifacts vs missing QMD)." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The issue clustering is grounded in the packet, and the accepted soft-edge verdicts stay within the evidence available from the titles. The summary is conservative, and there are no PRs to assess." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 23, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:24662", + "issue:30316", + "issue:30689", + "issue:31119", + "issue:32833", + "issue:32937", + "issue:33259", + "issue:36301", + "issue:36830", + "issue:42446", + "issue:50129", + "issue:51126", + "issue:53244", + "issue:53247", + "issue:53455", + "issue:53618", + "issue:53696", + "issue:53739", + "issue:53755", + "issue:53818", + "issue:53871", + "issue:54131", + "issue:62623", + "issue:63314", + "issue:63569", + "issue:64510", + "issue:64686", + "issue:64788", + "issue:64866", + "issue:64932", + "issue:65125", + "issue:65133", + "issue:65165", + "issue:65283", + "issue:65315", + "issue:65329", + "issue:65424", + "issue:65678", + "issue:65701", + "issue:66335", + "issue:66353", + "issue:66611", + "issue:66833", + "issue:67177", + "issue:67927", + "issue:67979", + "issue:68030", + "issue:68484" + ], + "soft_pairs": [ + "issue:65125|issue:66611", + "issue:64788|issue:66353", + "issue:53739|issue:53871", + "issue:64510|issue:67979", + "issue:54131|issue:63314", + "issue:24662|issue:53618", + "issue:32937|issue:36830", + "issue:30316|issue:65701", + "issue:65329|issue:67177", + "issue:64686|issue:65678", + "issue:67927|issue:68484", + "issue:53244|issue:53818", + "issue:65165|issue:65424", + "issue:65133|issue:66335", + "issue:53455|issue:53696", + "issue:30689|issue:36301", + "issue:64866|issue:65283", + "issue:50129|issue:62623", + "issue:51126|issue:53755", + "issue:63569|issue:64932", + "issue:66833|issue:68030", + "issue:31119|issue:33259", + "issue:32833|issue:53247", + "issue:42446|issue:65315" + ], + "prepared_review_unit_hash": "8ca12aecdb9326705eaed403848d24f82a32c27d167c7f1d6a4a5d235462a361", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 34787, + "estimated_input_tokens": 8697, + "estimated_eval_tokens": 17650 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "The set is not one cohesive duplicate cluster; it splits into several independent bug families. Strong duplicate candidates exist for browser/CDP attach failures, webchat image upload/paste, WhatsApp image/media handling, attachment drops in Slack/Teams, stale version display, missing QA scenario files, OpenRouter payload parsing, and leaked internal output.", + "confidence": 0.84, + "canonical_issue_reason": "Issue 65125 is the clearest representative of the browser/CDP attach-failure subfamily: it describes a concrete repro, the manual-launch contrast, and overlaps with multiple nearby CDP connection reports. It is not a good global canonical for the entire mixed set.", + "canonical_pr_reason": null, + "best_issue_reason": "65125 is the strongest single issue to anchor triage because it is detailed and broad within one major duplicate family, but the overall collection still spans multiple unrelated bugs.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:65125", + "right": "issue:66611", + "accept": true, + "reason": "Same browser/CDP attach failure pattern; both say Chrome/CDP is present but the attach/connect path fails." + }, + { + "left": "issue:64788", + "right": "issue:66353", + "accept": true, + "reason": "Both report CDP detection/connection failing despite a healthy Chrome endpoint; same attach/connect bug family." + }, + { + "left": "issue:53739", + "right": "issue:53871", + "accept": false, + "reason": "Different products and symptoms: Feishu message delivery failure vs Telegram channel misconfiguration after upgrade." + }, + { + "left": "issue:64510", + "right": "issue:67979", + "accept": true, + "reason": "Both describe memory-wiki bridge mode not exporting artifacts; 67979 adds the likely root cause but it is the same bug." + }, + { + "left": "issue:54131", + "right": "issue:63314", + "accept": true, + "reason": "Same WhatsApp outbound media failure with the same `--media`/media-token flow and silent drop behavior." + }, + { + "left": "issue:24662", + "right": "issue:53618", + "accept": true, + "reason": "Both are about WebChat image paste/upload not reaching the agent; same user-facing image input path." + }, + { + "left": "issue:32937", + "right": "issue:36830", + "accept": false, + "reason": "Unrelated bugs: WebUI 404 after upgrade vs TUI keyboard handling broken." + }, + { + "left": "issue:30316", + "right": "issue:65701", + "accept": true, + "reason": "Same Telegram duplicate-message bug; both report responses being sent twice." + }, + { + "left": "issue:65329", + "right": "issue:67177", + "accept": true, + "reason": "Both concern Microsoft Teams DM file-attachment handling failing in the same inbound attachment path." + }, + { + "left": "issue:64686", + "right": "issue:65678", + "accept": true, + "reason": "Same false-positive provenance/allowlist warning area in status output; both are warning-noise regressions." + }, + { + "left": "issue:67927", + "right": "issue:68484", + "accept": true, + "reason": "Both are WebChat image upload/paste failures in the same UI area and same time window." + }, + { + "left": "issue:53244", + "right": "issue:53818", + "accept": true, + "reason": "Same missing bundled plugin runtime modules regression; 53818 is the proposed fix direction for the reported packaging bug." + }, + { + "left": "issue:65165", + "right": "issue:65424", + "accept": true, + "reason": "Same image-capability mismatch in MiniMax: the catalog/input schema is hardcoded to text-only, causing image attachments to fail." + }, + { + "left": "issue:65133", + "right": "issue:66335", + "accept": true, + "reason": "Same Chrome CDP startup/readiness failure: manual launch works, but the managed/browser-start path cannot reach the websocket." + }, + { + "left": "issue:53455", + "right": "issue:53696", + "accept": true, + "reason": "Same `` block leaking into WebChat replies after the v3.23 update." + }, + { + "left": "issue:30689", + "right": "issue:36301", + "accept": true, + "reason": "Same stale version-display problem after update; both describe UI/service version mismatch after upgrade." + }, + { + "left": "issue:64866", + "right": "issue:65283", + "accept": false, + "reason": "Both mention image/VLM capability, but the failure contexts differ substantially (OAuth portal quota flow vs API key/model support)." + }, + { + "left": "issue:50129", + "right": "issue:62623", + "accept": true, + "reason": "Same Slack DM attachment regression family; both report DM file attachments failing to make it through the connector/inbound path." + }, + { + "left": "issue:51126", + "right": "issue:53755", + "accept": false, + "reason": "Different bugs: command parsing turns `/model list` into IDs vs catalog exposure only showing gpt-5.4." + }, + { + "left": "issue:63569", + "right": "issue:64932", + "accept": true, + "reason": "Same missing `qa/scenarios` packaging problem breaking completion cache generation." + }, + { + "left": "issue:66833", + "right": "issue:68030", + "accept": true, + "reason": "Same OpenRouter payloads=0 stream-parsing failure; 66833 identifies the `reasoning_details` handling gap behind it." + }, + { + "left": "issue:31119", + "right": "issue:33259", + "accept": true, + "reason": "Same stale-version-after-upgrade bug, just reported in different UI surfaces." + }, + { + "left": "issue:32833", + "right": "issue:53247", + "accept": false, + "reason": "Different plugin problems: install failure on v2026.3.2 vs WhatsApp runtime modules missing in v2026.3.23." + }, + { + "left": "issue:42446", + "right": "issue:65315", + "accept": true, + "reason": "Both are internal/runtime output leaking into user chat/webchat responses; same sanitization boundary bug." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet: it correctly treats the set as multiple unrelated bug families rather than one global duplicate cluster, and the accepted soft pairs are all narrowly framed around strongly overlapping titles/symptoms. The conservative false rejections also look appropriate." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 24, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:19598", + "issue:31280", + "issue:32678", + "issue:32892", + "issue:37123", + "issue:41978", + "issue:51049", + "issue:51126", + "issue:51175", + "issue:51728", + "issue:53425", + "issue:54613", + "issue:55345", + "issue:59943", + "issue:62409", + "issue:62574", + "issue:62826", + "issue:62886", + "issue:62923", + "issue:62958", + "issue:63092", + "issue:63126", + "issue:63314", + "issue:63329", + "issue:63686", + "issue:64352", + "issue:64454", + "issue:64541", + "issue:64687", + "issue:64894", + "issue:64933", + "issue:65043", + "issue:65132", + "issue:65281", + "issue:65450", + "issue:65451", + "issue:65976", + "issue:66082", + "issue:66121", + "issue:67056", + "issue:67158", + "issue:67425", + "issue:67698", + "issue:68030", + "issue:68076", + "issue:68371", + "issue:68585", + "issue:68791" + ], + "soft_pairs": [ + "issue:63329|issue:63686", + "issue:32892|issue:53425", + "issue:62886|issue:62923", + "issue:67425|issue:68030", + "issue:37123|issue:62574", + "issue:64933|issue:66121", + "issue:67698|issue:68076", + "issue:31280|issue:41978", + "issue:63314|issue:65451", + "issue:59943|issue:65450", + "issue:62826|issue:63314", + "issue:62409|issue:65132", + "issue:63092|issue:68371", + "issue:67698|issue:68791", + "issue:64454|issue:65043", + "issue:51049|issue:54613", + "issue:65976|issue:66082", + "issue:32678|issue:55345", + "issue:62958|issue:64541", + "issue:51126|issue:64894", + "issue:63126|issue:64352", + "issue:51175|issue:64687", + "issue:37123|issue:67056", + "issue:51728|issue:65281", + "issue:19598|issue:68585", + "issue:51175|issue:67158" + ], + "prepared_review_unit_hash": "55c907ff9764413aa9929a29f8dfa66445f9a591951290f96589bdab42e113f4", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 26, + "serialized_chars": 35833, + "estimated_input_tokens": 8959, + "estimated_eval_tokens": 18174 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "The items split into several small duplicate families rather than one single cluster: strongest ones are WhatsApp media-send regressions, OpenRouter incomplete-turn/payloads=0 reports, Slack/Discord thread-routing issues, memory-wiki artifact export bugs, and a few macOS/Feishu/plugin-registry regressions.", + "confidence": 0.69, + "canonical_issue_reason": "issue:63126 is the most complete root-cause report in the largest clear duplicate family: it explains the WhatsApp media-send failure via the legacy `deps.whatsapp` shim hijacking `sendMedia`, which matches the later silent media-drop reports.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:63126 is the best overall issue anchor because it is specific, diagnostic, and central to the WhatsApp media-send duplicates rather than just describing the symptom.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:63329", + "right": "issue:63686", + "accept": true, + "reason": "Same Discord ACP thread-binding regression; both point to `thread_binding_invalid` after 2026.4.5 and the `channel:` prefix handling bug." + }, + { + "left": "issue:32892", + "right": "issue:53425", + "accept": false, + "reason": "Both involve openai-codex auth, but one is missing provider plugins and the other is an invalid tool-name pattern after upgrade; different failures." + }, + { + "left": "issue:62886", + "right": "issue:62923", + "accept": true, + "reason": "Same setup-entry.js path/specifier regression affecting Telegram (and Slack) extensions." + }, + { + "left": "issue:67425", + "right": "issue:68030", + "accept": true, + "reason": "Same OpenRouter incomplete-turn/payloads=0 failure; one is the broader runner report, the other a shorter duplicate symptom report." + }, + { + "left": "issue:37123", + "right": "issue:62574", + "accept": false, + "reason": "Different providers and different code paths: Azure OpenAI onboarding visibility vs Microsoft TTS registration." + }, + { + "left": "issue:64933", + "right": "issue:66121", + "accept": true, + "reason": "Both are false-positive `plugins.allow is empty` warnings for plugins that are actually configured or auto-discovered." + }, + { + "left": "issue:67698", + "right": "issue:68076", + "accept": true, + "reason": "Same incomplete-turn/payloads=0 problem in OpenRouter; the later report is just surfacing the same error to the user." + }, + { + "left": "issue:31280", + "right": "issue:41978", + "accept": true, + "reason": "Same macOS LaunchAgent restart/kickstart failure around gateway restart behavior." + }, + { + "left": "issue:63314", + "right": "issue:65451", + "accept": true, + "reason": "Same WhatsApp outbound media regression: `hasMedia: false` / media never attaches despite `--media`." + }, + { + "left": "issue:59943", + "right": "issue:65450", + "accept": true, + "reason": "Same image-tool `Unknown model` failure for configured Ollama models." + }, + { + "left": "issue:62826", + "right": "issue:63314", + "accept": true, + "reason": "Same WhatsApp media-send silent-drop regression across nearby versions." + }, + { + "left": "issue:62409", + "right": "issue:65132", + "accept": false, + "reason": "Both mention commentary-phase leaks, but they are different integrations (Telegram vs Discord) and lack evidence of the same concrete code path." + }, + { + "left": "issue:63092", + "right": "issue:68371", + "accept": true, + "reason": "Same memory-wiki bridge artifact-export failure showing zero artifacts from memory-core/QMD sources." + }, + { + "left": "issue:67698", + "right": "issue:68791", + "accept": false, + "reason": "Both mention payloads=0, but one is OpenRouter incomplete-turn handling while the other is a Windows scheduled-task/gateway health regression." + }, + { + "left": "issue:64454", + "right": "issue:65043", + "accept": true, + "reason": "Same Slack subagent completion/thread-routing bug: top-level post leakage after the thread-routing fix." + }, + { + "left": "issue:51049", + "right": "issue:54613", + "accept": false, + "reason": "Both are WhatsApp inbound-message problems, but one is a k3s nested-container delivery issue and the other is group-message routing/configuration; not the same bug." + }, + { + "left": "issue:65976", + "right": "issue:66082", + "accept": true, + "reason": "Same memory-wiki bridge-mode artifact enumeration issue; both report zero exported/public artifacts despite healthy memory-core content." + }, + { + "left": "issue:32678", + "right": "issue:55345", + "accept": true, + "reason": "Same Feishu multi-agent/binding routing bug causing messages to land in the main agent." + }, + { + "left": "issue:62958", + "right": "issue:64541", + "accept": false, + "reason": "Both are Ollama slowness/timeouts, but one is a macOS agent hang and the other is a model-specific first-turn cold-start symptom; not enough to treat as one bug." + }, + { + "left": "issue:51126", + "right": "issue:64894", + "accept": false, + "reason": "Unrelated: command parsing (`/model list` and `/model status`) vs openai-codex OAuth failure." + }, + { + "left": "issue:63126", + "right": "issue:64352", + "accept": true, + "reason": "Same WhatsApp media-send regression; one reports the root-cause shim, the other the later text-only fallback symptom." + }, + { + "left": "issue:51175", + "right": "issue:64687", + "accept": false, + "reason": "Both concern openai-codex OAuth, but the reported failures differ materially (`unsupported_country_region_territory` vs general broken OAuth)." + }, + { + "left": "issue:37123", + "right": "issue:67056", + "accept": false, + "reason": "Different problems: onboarding/provider visibility vs image-runtime provider header preservation." + }, + { + "left": "issue:51728", + "right": "issue:65281", + "accept": false, + "reason": "Both are Control UI/webchat media issues, but one is attachments not reaching the agent and the other is paste/send not working; too broad to merge as the same bug." + }, + { + "left": "issue:19598", + "right": "issue:68585", + "accept": true, + "reason": "Same Slack thread support feature request; `thread_ts` in `sendMessage` is the concrete implementation of the broader thread-support ask." + }, + { + "left": "issue:51175", + "right": "issue:67158", + "accept": false, + "reason": "Different OAuth eligibility issues: country/region rejection vs specific GPT version allowlist/restriction." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet and the soft-edge accepts are mostly conservative. The duplicate families called out by the analyst are supported by the issue titles/bodies, and the rejected pairs avoid over-merging distinct failures. No obvious overstatement stands out." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 25, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:17101", + "issue:33256", + "issue:34971", + "issue:37142", + "issue:43637", + "issue:52463", + "issue:52511", + "issue:53397", + "issue:53824", + "issue:54689", + "issue:55222", + "issue:59205", + "issue:61033", + "issue:62158", + "issue:63190", + "issue:63534", + "issue:63667", + "issue:63706", + "issue:63752", + "issue:63768", + "issue:64262", + "issue:64348", + "issue:64385", + "issue:64419", + "issue:64644", + "issue:65002", + "issue:65067", + "issue:65117", + "issue:66254", + "issue:66635", + "issue:66682", + "issue:66752", + "issue:66784", + "issue:67019", + "issue:67051", + "issue:67084", + "issue:67104", + "issue:67214", + "issue:67438", + "issue:67602", + "issue:67746", + "issue:67907", + "issue:67979", + "issue:68030", + "issue:68124", + "issue:68804", + "issue:68828" + ], + "soft_pairs": [ + "issue:67979|issue:68828", + "issue:66752|issue:67214", + "issue:17101|issue:63190", + "issue:34971|issue:59205", + "issue:53397|issue:67051", + "issue:65067|issue:67438", + "issue:64385|issue:64419", + "issue:66254|issue:68804", + "issue:63534|issue:63706", + "issue:67907|issue:68030", + "issue:33256|issue:54689", + "issue:67084|issue:67746", + "issue:66682|issue:67104", + "issue:63768|issue:64348", + "issue:62158|issue:66784", + "issue:64262|issue:67019", + "issue:67214|issue:68124", + "issue:52463|issue:52511", + "issue:65002|issue:65117", + "issue:37142|issue:63752", + "issue:43637|issue:55222", + "issue:34971|issue:54689", + "issue:61033|issue:66635", + "issue:63667|issue:64644", + "issue:53824|issue:67602" + ], + "prepared_review_unit_hash": "375bfac3266f1d99d0e03eb29152f03bf633a78a219c77dadcea835fa99f01cb", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 25, + "serialized_chars": 34517, + "estimated_input_tokens": 8630, + "estimated_eval_tokens": 17516 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "The items split into several small duplicate families rather than one coherent cluster. Clear matches include gateway config truncation, Telegram voice-note ASR handling, Telegram command registration, WhatsApp outbound media drops, OpenRouter payloads=0, Comfy schema validation, and memory-wiki bridge artifact export/import. Most other soft edges are broad topical similarities only and should be rejected.", + "confidence": 0.93, + "canonical_issue_reason": "No single canonical issue for the whole cluster; it contains multiple unrelated bug families. If a representative is needed, 64419 is the strongest concrete report in the gateway/openclaw.json truncation subcluster.", + "canonical_pr_reason": null, + "best_issue_reason": "64419 is the best representative issue because it is specific, actionable, and has a clear duplicate partner (64385) around the same config-clobbering failure.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:67979", + "right": "issue:68828", + "accept": true, + "reason": "Same memory-wiki bridge artifact-capability bug; one reports export failure in CLI context, the other import returning 0 artifacts because publicArtifacts is inaccessible." + }, + { + "left": "issue:66752", + "right": "issue:67214", + "accept": false, + "reason": "Different problems: ARM64 npm global install missing a generated JS file vs cron jobs collapsing after an update." + }, + { + "left": "issue:17101", + "right": "issue:63190", + "accept": true, + "reason": "Same Telegram voice-note transcription path; both say voice messages reach inbound handling but never make it to ASR/transcription." + }, + { + "left": "issue:34971", + "right": "issue:59205", + "accept": false, + "reason": "Both are post-update regressions, but one is generic and the other is Ollama Cloud auth 401; no concrete shared bug path." + }, + { + "left": "issue:53397", + "right": "issue:67051", + "accept": false, + "reason": "Both are config-validation failures, but they involve different keys and different validation paths." + }, + { + "left": "issue:65067", + "right": "issue:67438", + "accept": false, + "reason": "Different onboarding issues: Windows onboarding failure vs FeiShu QR-code scan failure." + }, + { + "left": "issue:64385", + "right": "issue:64419", + "accept": true, + "reason": "Same config-corruption/truncation bug; both report openclaw.json being clobbered or truncated, especially on gateway boot." + }, + { + "left": "issue:66254", + "right": "issue:68804", + "accept": false, + "reason": "Both are false status/auth warnings, but they affect different channels and config checks." + }, + { + "left": "issue:63534", + "right": "issue:63706", + "accept": false, + "reason": "Different UI/channel bugs: Chinese layout issue vs Discord voice-note handling inconsistency." + }, + { + "left": "issue:67907", + "right": "issue:68030", + "accept": true, + "reason": "Same OpenRouter payloads=0 failure; the later issue is a shorter duplicate description of the same concrete response-path bug." + }, + { + "left": "issue:33256", + "right": "issue:54689", + "accept": false, + "reason": "Different integrations and symptoms: Google Chat broken vs Telegram file sending broken." + }, + { + "left": "issue:67084", + "right": "issue:67746", + "accept": false, + "reason": "Both mention active memory/session state, but one is a timeout spam issue and the other is WhatsApp logout/remove cleanup." + }, + { + "left": "issue:66682", + "right": "issue:67104", + "accept": true, + "reason": "Same Telegram command-menu startup problem: setMyCommands/commands.native registration fails during provider startup." + }, + { + "left": "issue:63768", + "right": "issue:64348", + "accept": true, + "reason": "Same missing qa/scenarios packaging problem; one sees cache refresh failure, the other confirms the published npm package is missing the files." + }, + { + "left": "issue:62158", + "right": "issue:66784", + "accept": true, + "reason": "Same Comfy provider schema/validator merge bug blocking image/video/music workflow keys." + }, + { + "left": "issue:64262", + "right": "issue:67019", + "accept": false, + "reason": "Both describe garbled output, but only one is specifically tied to GLM-4.7; too little evidence of one shared code-path bug." + }, + { + "left": "issue:67214", + "right": "issue:68124", + "accept": false, + "reason": "Different failures: cron jobs breaking after update vs agent bootstrap hook type error." + }, + { + "left": "issue:52463", + "right": "issue:52511", + "accept": false, + "reason": "Both are control-UI/session issues, but one is compaction message display and the other is browser-control permission loss." + }, + { + "left": "issue:65002", + "right": "issue:65117", + "accept": true, + "reason": "Same WhatsApp outbound media drop: mediaUrl/hasMedia is lost in the web-outbound delivery pipeline." + }, + { + "left": "issue:37142", + "right": "issue:63752", + "accept": false, + "reason": "Different auth failures for different providers; one is MiniMax 401 in anthropic-messages mode, the other is Anthropic API-key lookup." + }, + { + "left": "issue:43637", + "right": "issue:55222", + "accept": true, + "reason": "Same macOS launchd lifecycle bug: stop unloads the service, so subsequent start fails until reinstall." + }, + { + "left": "issue:34971", + "right": "issue:54689", + "accept": false, + "reason": "Unrelated regressions affecting different subsystems." + }, + { + "left": "issue:61033", + "right": "issue:66635", + "accept": false, + "reason": "Both are WhatsApp-related, but one is a self-message reply loop and the other is an inline-media send failure." + }, + { + "left": "issue:63667", + "right": "issue:64644", + "accept": false, + "reason": "Both mention 'chat content is empty', but one is a generic image tool failure and the other is a MiniMax model-specific call error." + }, + { + "left": "issue:53824", + "right": "issue:67602", + "accept": false, + "reason": "Both are cron delivery problems, but one is gateway-restart channel lookup and the other is Slack unsupported-channel handling." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet and stays conservative overall. The canonical/representative issue choice is supported, and the accepted soft-edge pairs all point to concrete shared failure modes rather than vague topical similarity. No obvious overstatement." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 26, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:31486", + "issue:33256", + "issue:34830", + "issue:37028", + "issue:37036", + "issue:41845", + "issue:48212", + "issue:48624", + "issue:50856", + "issue:50966", + "issue:51056", + "issue:51099", + "issue:51569", + "issue:51815", + "issue:51869", + "issue:52482", + "issue:52766", + "issue:53244", + "issue:53317", + "issue:53424", + "issue:53517", + "issue:53938", + "issue:63128", + "issue:63752", + "issue:63999", + "issue:64019", + "issue:64529", + "issue:64667", + "issue:65067", + "issue:65244", + "issue:65347", + "issue:65571", + "issue:65698", + "issue:65794", + "issue:65964", + "issue:66099", + "issue:66124", + "issue:66752", + "issue:66806", + "issue:66977", + "issue:67029", + "issue:67327", + "issue:67858", + "issue:67972", + "issue:68249", + "issue:68642", + "issue:68706" + ], + "soft_pairs": [ + "issue:48624|issue:50856", + "issue:66752|issue:67972", + "issue:37028|issue:53938", + "issue:63999|issue:65794", + "issue:65698|issue:67327", + "issue:33256|issue:51099", + "issue:50966|issue:52482", + "issue:53244|issue:53424", + "issue:65571|issue:66099", + "issue:65244|issue:66977", + "issue:51815|issue:53517", + "issue:64529|issue:65964", + "issue:34830|issue:51056", + "issue:31486|issue:51869", + "issue:64019|issue:67029", + "issue:51569|issue:65347", + "issue:66124|issue:68249", + "issue:53317|issue:64667", + "issue:63752|issue:66806", + "issue:48212|issue:48624", + "issue:52766|issue:68642", + "issue:37036|issue:65067", + "issue:41845|issue:63128", + "issue:67858|issue:68706" + ], + "prepared_review_unit_hash": "13b70be66fd4c896664529dfe490f424e7532bde444f14ee8bd09b6a6824615a", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 24, + "serialized_chars": 34421, + "estimated_input_tokens": 8606, + "estimated_eval_tokens": 17468 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "The set is not one single duplicate cluster; it contains several small duplicate groups across unrelated bugs. The strongest duplicate chains are BlueBubbles webhook 404, macOS LaunchAgent restart, OpenRouter 401 auth, TTS reply-media path handling, WhatsApp packaging, memory-wiki artifact reporting, browser CDP startup, and fallback-model session persistence.", + "confidence": 0.89, + "canonical_issue_reason": "Issue 48624 is the clearest representative of the strongest duplicate chain: it states the BlueBubbles webhook 404 symptom precisely and matches 48212 and 50856 closely.", + "canonical_pr_reason": null, + "best_issue_reason": "48624 is the best single issue to anchor triage because it is specific, concrete, and sits at the center of a near-identical BlueBubbles 404 subgroup; the rest of the list is heterogeneous and should not be merged into one canonical bug.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:48624", + "right": "issue:50856", + "accept": true, + "reason": "Same BlueBubbles webhook 404 failure on the gateway port; 50856 adds root-cause detail but reports the same bug." + }, + { + "left": "issue:66752", + "right": "issue:67972", + "accept": false, + "reason": "Both are installation/package problems, but one is an ARM64 module-not-found error and the other is a generic npm install failure; not clearly the same bug." + }, + { + "left": "issue:37028", + "right": "issue:53938", + "accept": true, + "reason": "Both describe the Feishu duplicate-registration gateway crash; 53938 is an expanded analysis of the same issue." + }, + { + "left": "issue:63999", + "right": "issue:65794", + "accept": false, + "reason": "Both involve tool-call handling, but one is XML leakage into chat and the other is argument truncation; different symptoms/codepaths." + }, + { + "left": "issue:65698", + "right": "issue:67327", + "accept": true, + "reason": "Same memory-wiki/memory bridge artifact-count defect: both report zero exported/bridge artifacts despite populated memory." + }, + { + "left": "issue:33256", + "right": "issue:51099", + "accept": false, + "reason": "Unrelated bugs: Google Chat integration breakage versus sandbox image missing python3." + }, + { + "left": "issue:50966", + "right": "issue:52482", + "accept": false, + "reason": "Both are provider/UI handling issues, but one is model-to-provider switching and the other is provider-prefix parsing; not the same concrete bug." + }, + { + "left": "issue:53244", + "right": "issue:53424", + "accept": true, + "reason": "Both indicate WhatsApp artifacts are missing from the shipped package/build, just phrased from different build outputs." + }, + { + "left": "issue:65571", + "right": "issue:66099", + "accept": true, + "reason": "Same Chrome CDP startup/reachability failure on Linux; one reports port startup failure, the other websocket unreachable after start." + }, + { + "left": "issue:65244", + "right": "issue:66977", + "accept": false, + "reason": "Both concern sqlite-vec loading, but the blockers differ: missing allowExtension option versus build-time OMIT_LOAD_EXTENSION." + }, + { + "left": "issue:51815", + "right": "issue:53517", + "accept": false, + "reason": "Related plugin-loading theme, but one is a Telegram plugin load failure and the other is a peer-dependency install defect; not clearly identical." + }, + { + "left": "issue:64529", + "right": "issue:65964", + "accept": true, + "reason": "Same TTS reply-media path rejection for /tmp/openclaw audio; 65964 is the same bug stated more directly." + }, + { + "left": "issue:34830", + "right": "issue:51056", + "accept": true, + "reason": "Same 401 missing-auth-header provider-auth bug; 51056 is the OpenRouter-specific instance of the same failure." + }, + { + "left": "issue:31486", + "right": "issue:51869", + "accept": true, + "reason": "Both point to custom provider support being mishandled for image/vision capability; 51869 explains the concrete hardcoded text-only input that breaks 31486." + }, + { + "left": "issue:64019", + "right": "issue:67029", + "accept": false, + "reason": "Both are memory-core dreaming issues, but they fail in different places with different missing fields/permissions." + }, + { + "left": "issue:51569", + "right": "issue:65347", + "accept": false, + "reason": "Both are OpenAI Codex OAuth failures, but one is proxy handling during code-to-token exchange and the other is invalid_scope/missing auth code." + }, + { + "left": "issue:66124", + "right": "issue:68249", + "accept": false, + "reason": "Both involve config/runtime mismatch, but they are different plugins and different failure modes." + }, + { + "left": "issue:53317", + "right": "issue:64667", + "accept": false, + "reason": "Different OAuth bugs: stale token overwrite on startup versus invalid request scope." + }, + { + "left": "issue:63752", + "right": "issue:66806", + "accept": false, + "reason": "Both are API-key lookup problems, but they involve different providers and scenarios; not enough evidence of one underlying bug." + }, + { + "left": "issue:48212", + "right": "issue:48624", + "accept": true, + "reason": "Nearly identical BlueBubbles webhook 404 reports; 48624 is just a slightly more specific wording." + }, + { + "left": "issue:52766", + "right": "issue:68642", + "accept": false, + "reason": "Both mention CLI/gateway hangs, but one is a WebSocket handshake timeout and the other is a broad CLI hang; too general to merge." + }, + { + "left": "issue:37036", + "right": "issue:65067", + "accept": false, + "reason": "Unrelated Windows dashboard 404 versus inability to use onboard on Windows." + }, + { + "left": "issue:41845", + "right": "issue:63128", + "accept": true, + "reason": "Same macOS gateway restart/LaunchAgent re-bootstrap failure; 63128 is a later rephrasing of the same bug." + }, + { + "left": "issue:67858", + "right": "issue:68706", + "accept": true, + "reason": "Same fallback-model persistence bug: an auto-fallback override sticks in session and affects later runs." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet and stays appropriately split across multiple small clusters. The soft-edge accepts are mostly conservative and supported by the issue titles, and the rejected pairs avoid over-merging unrelated bugs." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 27, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:26422", + "issue:30335", + "issue:31293", + "issue:31514", + "issue:31625", + "issue:32195", + "issue:33239", + "issue:34394", + "issue:35632", + "issue:42515", + "issue:43556", + "issue:50856", + "issue:51036", + "issue:51099", + "issue:53723", + "issue:53813", + "issue:53927", + "issue:61724", + "issue:62868", + "issue:62880", + "issue:62985", + "issue:63138", + "issue:63422", + "issue:63461", + "issue:63683", + "issue:63727", + "issue:63768", + "issue:63968", + "issue:64348", + "issue:64788", + "issue:65695", + "issue:65976", + "issue:66088", + "issue:66336", + "issue:66611", + "issue:66768", + "issue:67102", + "issue:67214", + "issue:67575", + "issue:67646", + "issue:67799", + "issue:67979", + "issue:68016", + "issue:68076", + "issue:68211", + "issue:68791", + "issue:68804" + ], + "soft_pairs": [ + "issue:67575|issue:68791", + "issue:68016|issue:68211", + "issue:62868|issue:62880", + "issue:53813|issue:63422", + "issue:53723|issue:68804", + "issue:50856|issue:53927", + "issue:67575|issue:68076", + "issue:30335|issue:51099", + "issue:33239|issue:34394", + "issue:43556|issue:61724", + "issue:66768|issue:67646", + "issue:66336|issue:67799", + "issue:32195|issue:51036", + "issue:63138|issue:65695", + "issue:31625|issue:42515", + "issue:65976|issue:67979", + "issue:62985|issue:66088", + "issue:63727|issue:63768", + "issue:31514|issue:35632", + "issue:63461|issue:63683", + "issue:63968|issue:64348", + "issue:67102|issue:67214", + "issue:26422|issue:31293", + "issue:64788|issue:66611" + ], + "prepared_review_unit_hash": "a5d21dbe5eb39f81a9baf81ab4b9d20a57f1b333a490021fbcc332fad350d821", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 24, + "serialized_chars": 34495, + "estimated_input_tokens": 8624, + "estimated_eval_tokens": 17504 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This set is heterogeneous overall, but several soft pairs are clear duplicates: Telegram package file omission, Feishu duplicate-plugin warning, sessions_spawn/streamTo subagent failures, BlueBubbles webhook 404s, missing qa/scenarios packaging regressions, and a few provider/browser/browser-CDP cases. I rejected pairs where the titles point to different triggers or different code paths even if the symptoms rhyme.", + "confidence": 0.77, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": "26422 is the broadest and most active issue in the set; it reads like the umbrella report for the outbound hook family, so it is the best standalone issue to keep if one representative must be chosen.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:67575", + "right": "issue:68791", + "accept": false, + "reason": "Both involve empty/incomplete turns, but one is OpenRouter response loss while the other is a Windows gateway deadlock; not the same bug." + }, + { + "left": "issue:68016", + "right": "issue:68211", + "accept": true, + "reason": "Both describe QQ Bot outbound media failing because files must live in QQ Bot media storage; one shows it on images, the other on TTS output." + }, + { + "left": "issue:62868", + "right": "issue:62880", + "accept": true, + "reason": "Same Telegram package bug: published bundle is missing `src/channel.setup.js` and triggers the same reference error." + }, + { + "left": "issue:53813", + "right": "issue:63422", + "accept": true, + "reason": "Both point to the same exec-tool/subagent regression where repeated exec calls lose the command or break after the 2026.4.8 update." + }, + { + "left": "issue:53723", + "right": "issue:68804", + "accept": false, + "reason": "Both are false token warnings, but they concern different subsystems and different validation logic." + }, + { + "left": "issue:50856", + "right": "issue:53927", + "accept": true, + "reason": "Same BlueBubbles webhook 404 route failure, just reported from different entry points and wording." + }, + { + "left": "issue:67575", + "right": "issue:68076", + "accept": false, + "reason": "Both mention incomplete turns, but one is a provider-return problem and the other is error surfacing for an incomplete-turn detector; too broad to merge safely." + }, + { + "left": "issue:30335", + "right": "issue:51099", + "accept": false, + "reason": "These are different failures: existing-file lookup in edit vs missing `python3` in the sandbox image." + }, + { + "left": "issue:33239", + "right": "issue:34394", + "accept": true, + "reason": "Same Feishu duplicate-plugin warning after install/upgrade; the titles describe the same plugin-loading regression." + }, + { + "left": "issue:43556", + "right": "issue:61724", + "accept": true, + "reason": "Same `sessions_spawn` subagent regression: `streamTo` is being used on a non-ACP runtime." + }, + { + "left": "issue:66768", + "right": "issue:67646", + "accept": true, + "reason": "Both report empty completed turns / silent empty responses in 2026.4.14 on the same cron-agent-turn path." + }, + { + "left": "issue:66336", + "right": "issue:67799", + "accept": false, + "reason": "Both mention pairing-required 1008 closures, but the scopes and triggers differ enough that this is not clearly the same underlying defect." + }, + { + "left": "issue:32195", + "right": "issue:51036", + "accept": true, + "reason": "Same custom OpenAI-compatible provider failure mode: completion succeeds superficially but yields empty payloads / no returned reply." + }, + { + "left": "issue:63138", + "right": "issue:65695", + "accept": true, + "reason": "Same browser CDP reachability problem after Chrome starts; the later report just adds a concrete system-Chrome/Playwright repro." + }, + { + "left": "issue:31625", + "right": "issue:42515", + "accept": false, + "reason": "Both are 400/deadlock reports, but one is specifically truncated `tool_use` recovery and the other is generic provider 400 handling; not safe to collapse." + }, + { + "left": "issue:65976", + "right": "issue:67979", + "accept": false, + "reason": "Both involve memory-wiki bridge mode, but one is about zero public artifacts/removal behavior and the other is about missing capability context; likely related, not the same bug." + }, + { + "left": "issue:62985", + "right": "issue:66088", + "accept": false, + "reason": "Different channels and different config keys; these are separate multi-account validation issues." + }, + { + "left": "issue:63727", + "right": "issue:63768", + "accept": true, + "reason": "Same packaging regression: 2026.4.9 is missing the `qa/scenarios` scaffold, which breaks both CLI startup and the update cache refresh." + }, + { + "left": "issue:31514", + "right": "issue:35632", + "accept": false, + "reason": "Both use `[[reply_to_current]]`, but one duplicates Slack messages while the other shows a deleted-message state in Telegram; different channel behaviors." + }, + { + "left": "issue:63461", + "right": "issue:63683", + "accept": false, + "reason": "Unrelated bugs: WhatsApp media send path vs Anthropic CLI startup/operation." + }, + { + "left": "issue:63968", + "right": "issue:64348", + "accept": true, + "reason": "Same 2026.4.9 packaging issue missing `qa/scenarios/index.md` / `qa/scenarios` files." + }, + { + "left": "issue:67102", + "right": "issue:67214", + "accept": false, + "reason": "Different topics entirely: OpenRouter tool calls vs cron jobs collapsing after upgrade." + }, + { + "left": "issue:26422", + "right": "issue:31293", + "accept": false, + "reason": "Similar hook theme, but `message_sending` and `message:sent` are distinct hooks with different semantics; not the same artifact." + }, + { + "left": "issue:64788", + "right": "issue:66611", + "accept": false, + "reason": "Both are browser attach/CDP failures, but the reports point to different attach modes and conditions without a clear shared root cause." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet, and the soft-edge calls are conservative overall. The accepted pairs are all plausibly the same underlying defect by title and context (missing package files, duplicate plugin warnings, session/runtime regressions, CDP connectivity, empty-turn/provider issues, and BlueBubbles 404s), while the rejected pairs are appropriately separated when the titles point to different triggers, subsystems, or code paths. The representative issue choice for 26422 is also reasonable given its breadth and discussion activity." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 28, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:31098", + "issue:31382", + "issue:33043", + "issue:33155", + "issue:47650", + "issue:48212", + "issue:48624", + "issue:49395", + "issue:50856", + "issue:51557", + "issue:52463", + "issue:52482", + "issue:52605", + "issue:53415", + "issue:53516", + "issue:53566", + "issue:53753", + "issue:55096", + "issue:55346", + "issue:62470", + "issue:62699", + "issue:62867", + "issue:62868", + "issue:62886", + "issue:62903", + "issue:63101", + "issue:64011", + "issue:64251", + "issue:64762", + "issue:65092", + "issue:65151", + "issue:65479", + "issue:66176", + "issue:66254", + "issue:66390", + "issue:66500", + "issue:66588", + "issue:66621", + "issue:66674", + "issue:67113", + "issue:67190", + "issue:67412", + "issue:68294", + "issue:68436", + "issue:68508", + "issue:68605", + "issue:68791", + "issue:7468" + ], + "soft_pairs": [ + "issue:47650|issue:48624", + "issue:65092|issue:67190", + "issue:53516|issue:7468", + "issue:31098|issue:66254", + "issue:64762|issue:68294", + "issue:52482|issue:53753", + "issue:48212|issue:50856", + "issue:51557|issue:65151", + "issue:66588|issue:67113", + "issue:50856|issue:52605", + "issue:62867|issue:62903", + "issue:52463|issue:68508", + "issue:48212|issue:49395", + "issue:53566|issue:62470", + "issue:33043|issue:66500", + "issue:68436|issue:68791", + "issue:66621|issue:68605", + "issue:55346|issue:64011", + "issue:53415|issue:62699", + "issue:62868|issue:62886", + "issue:66176|issue:67412", + "issue:63101|issue:65479", + "issue:33155|issue:55096", + "issue:64251|issue:66674", + "issue:31382|issue:66390" + ], + "prepared_review_unit_hash": "873faa7e0a57dba384ec00fb55581154e2ebcd7d3c1ff633c0f34b0296b4612b", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 25, + "serialized_chars": 35724, + "estimated_input_tokens": 8931, + "estimated_eval_tokens": 18118 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This cluster splits into several small duplicate pockets rather than one broad theme. The strongest groups are the BlueBubbles webhook 404 reports, the Telegram bundled-plugin packaging breakage, the Control UI/webchat message/image display issues, and a few isolated-session or multipart/FormData regressions.", + "confidence": 0.73, + "canonical_issue_reason": "Best issue anchor for the largest visible duplicate pocket: issue:47650 is the broadest BlueBubbles webhook 404 regression report in the set, and its title aligns with the other BlueBubbles route-failure issues in the packet.", + "canonical_pr_reason": null, + "best_issue_reason": "Most representative overall issue because it uses the broad regression framing and covers the main BlueBubbles 404 pocket better than the narrower symptom reports.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:47650", + "right": "issue:48624", + "accept": true, + "reason": "Same BlueBubbles webhook 404 failure; one is the broader regression report and the other is a concrete route/port symptom." + }, + { + "left": "issue:65092", + "right": "issue:67190", + "accept": true, + "reason": "Both describe the memory-wiki bridge import returning 0 artifacts, with the later issue adding the CLI-vs-gateway comparison." + }, + { + "left": "issue:53516", + "right": "issue:7468", + "accept": false, + "reason": "Related model-selection features, but they are different requests rather than the same bug or change." + }, + { + "left": "issue:31098", + "right": "issue:66254", + "accept": false, + "reason": "Different channel integrations and different config fields; the similar 'not configured/no token' wording is not enough for a duplicate." + }, + { + "left": "issue:64762", + "right": "issue:68294", + "accept": true, + "reason": "Same multipart/FormData corruption problem affecting audio transcription; the Node 24 wording is a more specific framing of the same failure." + }, + { + "left": "issue:52482", + "right": "issue:53753", + "accept": true, + "reason": "Both point to the same Control UI model-picker/provider-prefix composition bug." + }, + { + "left": "issue:48212", + "right": "issue:50856", + "accept": true, + "reason": "Same BlueBubbles webhook route 404 regression, described once as a general webhook route failure and once as a hooks-related breakage." + }, + { + "left": "issue:51557", + "right": "issue:65151", + "accept": false, + "reason": "Both involve cron/isolated sessions, but the reported failures differ: sessionTarget/browser compatibility versus session-file persistence." + }, + { + "left": "issue:66588", + "right": "issue:67113", + "accept": false, + "reason": "Different subsystems and failures on ARM/Pi 5: browser plugin launch versus qmd embed timeout loop." + }, + { + "left": "issue:50856", + "right": "issue:52605", + "accept": true, + "reason": "Same BlueBubbles webhook 404 issue; the second report is the user-facing inbound-message symptom of the same route breakage." + }, + { + "left": "issue:62867", + "right": "issue:62903", + "accept": false, + "reason": "Both are 2026.4.7 regressions, but they describe different bugs: broad OpenClaw breakage versus a Telegram bundled-plugin/config rewrite issue." + }, + { + "left": "issue:52463", + "right": "issue:68508", + "accept": false, + "reason": "Both are Control UI transcript/visibility complaints, but the symptoms and triggers are different enough that they do not clearly share one concrete bug." + }, + { + "left": "issue:48212", + "right": "issue:49395", + "accept": true, + "reason": "Same BlueBubbles webhook 404 symptom; the second report is another account of the same route failing despite the plugin appearing active." + }, + { + "left": "issue:53566", + "right": "issue:62470", + "accept": false, + "reason": "Different Google Vertex/Gemini bugs: unknown-model rejection versus empty replies with thinkingConfig/includeThoughts." + }, + { + "left": "issue:33043", + "right": "issue:66500", + "accept": false, + "reason": "Both are Feishu-related, but one concerns TTS truncation and the other concerns filename encoding when saving media." + }, + { + "left": "issue:68436", + "right": "issue:68791", + "accept": false, + "reason": "Both mention incomplete turns, but they involve different failure modes and contexts." + }, + { + "left": "issue:66621", + "right": "issue:68605", + "accept": true, + "reason": "Same Control UI/webchat image-attachment persistence/display bug; the later report is a more detailed description of the same behavior." + }, + { + "left": "issue:55346", + "right": "issue:64011", + "accept": false, + "reason": "Both are Discord gateway crashes, but the error signatures and platform context differ enough to treat them as separate bugs." + }, + { + "left": "issue:53415", + "right": "issue:62699", + "accept": true, + "reason": "Same ACP persistent-session failure around queue-owner-unavailable recovery; the later report broadens the same problem to more session types." + }, + { + "left": "issue:62868", + "right": "issue:62886", + "accept": true, + "reason": "Same Telegram bundled-plugin packaging breakage in 2026.4.7; both report missing runtime files needed by the plugin." + }, + { + "left": "issue:66176", + "right": "issue:67412", + "accept": true, + "reason": "Same Control UI/webchat sent-message disappearance/flicker issue." + }, + { + "left": "issue:63101", + "right": "issue:65479", + "accept": false, + "reason": "Both are Feishu validation regressions, but they affect different config fields and versions." + }, + { + "left": "issue:33155", + "right": "issue:55096", + "accept": false, + "reason": "Both are cron/session-related, but one is about sessionTarget eligibility and the other about channel-message permissions." + }, + { + "left": "issue:64251", + "right": "issue:66674", + "accept": false, + "reason": "Different CLI-backed model failures: follow-up-path handling versus direct infer/rawError misreporting." + }, + { + "left": "issue:31382", + "right": "issue:66390", + "accept": false, + "reason": "Different update/install failures: gateway update root validation versus macOS file-lock conflicts during update." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "The duplicate-group summary is mostly plausible, but the canonical/best-issue rationale overstates the packet evidence. In particular, it says issue:47650 \"links to two closely related reports,\" but the packet shows explicit_issue_links=0 and no body text to support that claim. Please keep the anchor rationale conservative and avoid asserting linkage/root-cause details that aren\u2019t visible in the packet." + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 29, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:30818", + "issue:30908", + "issue:33119", + "issue:33607", + "issue:34631", + "issue:34656", + "issue:34971", + "issue:36270", + "issue:41845", + "issue:43637", + "issue:48212", + "issue:51728", + "issue:52463", + "issue:52565", + "issue:53721", + "issue:53831", + "issue:53927", + "issue:54613", + "issue:62409", + "issue:62868", + "issue:62898", + "issue:63211", + "issue:63665", + "issue:63705", + "issue:63706", + "issue:63968", + "issue:64111", + "issue:64208", + "issue:64802", + "issue:64860", + "issue:64912", + "issue:64932", + "issue:65072", + "issue:65112", + "issue:65177", + "issue:65321", + "issue:65652", + "issue:65706", + "issue:66048", + "issue:66391", + "issue:67607", + "issue:67726", + "issue:67907", + "issue:67927", + "issue:68074", + "issue:68562", + "issue:68585" + ], + "soft_pairs": [ + "issue:65321|issue:65652", + "issue:63706|issue:64802", + "issue:51728|issue:52565", + "issue:63705|issue:64912", + "issue:68074|issue:68562", + "issue:34656|issue:36270", + "issue:52463|issue:52565", + "issue:65177|issue:65706", + "issue:53721|issue:53831", + "issue:63665|issue:64860", + "issue:62409|issue:65112", + "issue:64111|issue:66391", + "issue:62868|issue:62898", + "issue:34971|issue:53721", + "issue:30908|issue:66048", + "issue:63211|issue:64208", + "issue:33607|issue:34631", + "issue:63968|issue:64932", + "issue:54613|issue:67726", + "issue:33119|issue:51728", + "issue:41845|issue:43637", + "issue:67607|issue:68585", + "issue:48212|issue:53927", + "issue:67907|issue:67927", + "issue:30818|issue:65072" + ], + "prepared_review_unit_hash": "0de38713bbbcde30b520f4a11d751e8d13dfd20f7a66deb09bc8bf0cdc4ee8b7", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 25, + "serialized_chars": 34593, + "estimated_input_tokens": 8649, + "estimated_eval_tokens": 17554 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Most pairs are unrelated lookalikes, but a few are genuine duplicates in recurring bug families: missing qa/scenarios packaging, invalid-auth 401s, Telegram commentary leaks, macOS launchd restart behavior, BlueBubbles 404s, exec-approval policy, and some packaging-path regressions. I selected the QA scenario pack missing regression as the best canonical issue because it has the clearest title and the strongest duplicate family in this set.", + "confidence": 0.86, + "canonical_issue_reason": "issue:63968 is the clearest representative of the strongest duplicate family here: the 2026.4.9 regression where qa/scenarios/index.md is missing and breaks completion cache / `openclaw qa`, with several closely matching follow-ups.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:63968 is the best overall issue candidate because it is specific, regression-framed, and matches multiple near-duplicates with the same missing-artifact failure mode.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:65321", + "right": "issue:65652", + "accept": false, + "reason": "Different bugs: TTS provider failure vs dreaming/heartbeat session generation." + }, + { + "left": "issue:63706", + "right": "issue:64802", + "accept": false, + "reason": "Unrelated: Discord voice-note handling vs a Railway Docker image version request." + }, + { + "left": "issue:51728", + "right": "issue:52565", + "accept": false, + "reason": "Different UI failures: attachment delivery vs button/event-listener behavior." + }, + { + "left": "issue:63705", + "right": "issue:64912", + "accept": true, + "reason": "Same underlying regression: missing qa/scenarios pack causing completion-cache/update failures." + }, + { + "left": "issue:68074", + "right": "issue:68562", + "accept": false, + "reason": "Related area, but not the same bug: permission-scope cleanup failure vs a spurious warning on request-scoped runtime." + }, + { + "left": "issue:34656", + "right": "issue:36270", + "accept": true, + "reason": "Both report the same auth failure pattern: HTTP 401 / invalid API key on sends after config or restart." + }, + { + "left": "issue:52463", + "right": "issue:52565", + "accept": false, + "reason": "Separate symptoms: session-compaction message leakage vs non-functional buttons." + }, + { + "left": "issue:65177", + "right": "issue:65706", + "accept": false, + "reason": "Different workflows: Feishu config migration vs node list/status sync." + }, + { + "left": "issue:53721", + "right": "issue:53831", + "accept": false, + "reason": "Different channels and failure modes: Telegram restart init issue vs Discord startup failure on Windows." + }, + { + "left": "issue:63665", + "right": "issue:64860", + "accept": true, + "reason": "Same missing scenario-pack packaging problem surfacing through update / QA Lab paths." + }, + { + "left": "issue:62409", + "right": "issue:65112", + "accept": true, + "reason": "Same Telegram commentary-phase leakage bug, described from two Telegram session contexts." + }, + { + "left": "issue:64111", + "right": "issue:66391", + "accept": false, + "reason": "Different problems: Ollama vision/image-tool access vs TUI session-ID errors." + }, + { + "left": "issue:62868", + "right": "issue:62898", + "accept": true, + "reason": "Both point to the same 2026.4.7 packaging/path regression in bundled plugin setup files." + }, + { + "left": "issue:34971", + "right": "issue:53721", + "accept": false, + "reason": "Generic multi-regression report vs a specific Telegram restart bug; not the same underlying issue." + }, + { + "left": "issue:30908", + "right": "issue:66048", + "accept": false, + "reason": "Unrelated config problems: duplicate plugin id warning vs `$include` flattening on gateway restart." + }, + { + "left": "issue:63211", + "right": "issue:64208", + "accept": true, + "reason": "Same exec-approval policy bug: `tools.exec.ask=off` still prompts / requires approval in different sessions." + }, + { + "left": "issue:33607", + "right": "issue:34631", + "accept": false, + "reason": "Different issues: general UI regressions vs LINE webhook 404 on restart." + }, + { + "left": "issue:63968", + "right": "issue:64932", + "accept": true, + "reason": "Same missing `qa/scenarios/index.md` regression breaking completion-cache generation." + }, + { + "left": "issue:54613", + "right": "issue:67726", + "accept": false, + "reason": "Unrelated channel delivery bug vs TTS auto-mode not triggering." + }, + { + "left": "issue:33119", + "right": "issue:51728", + "accept": false, + "reason": "Both mention webchat attachments, but one is display-by-UI and the other is delivery-to-agent; not the same bug." + }, + { + "left": "issue:41845", + "right": "issue:43637", + "accept": true, + "reason": "Same macOS launchd bug: `gateway stop` unloads the service and prevents a normal restart." + }, + { + "left": "issue:67607", + "right": "issue:68585", + "accept": false, + "reason": "Related Slack threading area, but these are different features (`threadId` envelope vs `thread_ts` sendMessage support)." + }, + { + "left": "issue:48212", + "right": "issue:53927", + "accept": true, + "reason": "Same BlueBubbles webhook regression: route appears up but POST returns 404." + }, + { + "left": "issue:67907", + "right": "issue:67927", + "accept": false, + "reason": "Different bugs: OpenRouter stopReason/payload issue vs image upload bug report." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The canonical issue choice is grounded in the packet: 63968 and 64932 are a clear duplicate pair on the same missing qa/scenarios/index.md regression, and the summary stays within the evidence available. The accepted soft edges are generally conservative and title-supported, with no clear overstatement beyond normal duplicate-family grouping." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 30, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:30818", + "issue:32833", + "issue:32892", + "issue:35181", + "issue:49395", + "issue:49784", + "issue:51151", + "issue:52605", + "issue:53271", + "issue:53564", + "issue:62867", + "issue:62911", + "issue:63026", + "issue:63510", + "issue:64026", + "issue:64117", + "issue:64348", + "issue:64710", + "issue:64839", + "issue:65002", + "issue:65033", + "issue:65125", + "issue:65133", + "issue:65244", + "issue:65451", + "issue:65463", + "issue:65722", + "issue:65840", + "issue:66095", + "issue:66281", + "issue:66611", + "issue:66669", + "issue:66752", + "issue:66763", + "issue:67517", + "issue:67624", + "issue:67646", + "issue:67698", + "issue:67742", + "issue:67851", + "issue:67908", + "issue:67972", + "issue:67984", + "issue:68012", + "issue:68030", + "issue:68256", + "issue:68371" + ], + "soft_pairs": [ + "issue:62867|issue:67742", + "issue:67698|issue:68030", + "issue:65033|issue:65244", + "issue:65722|issue:68371", + "issue:30818|issue:53271", + "issue:67908|issue:67972", + "issue:49784|issue:63026", + "issue:67517|issue:67624", + "issue:63510|issue:64348", + "issue:64839|issue:65840", + "issue:30818|issue:66669", + "issue:67646|issue:68256", + "issue:66752|issue:67984", + "issue:35181|issue:64026", + "issue:62911|issue:64710", + "issue:65002|issue:65451", + "issue:65125|issue:65133", + "issue:49395|issue:52605", + "issue:66095|issue:68012", + "issue:32833|issue:32892", + "issue:51151|issue:66611", + "issue:64117|issue:67851", + "issue:53564|issue:65463", + "issue:66281|issue:66763" + ], + "prepared_review_unit_hash": "573df9f84fb0693e26897415d59e7db87b0166d545d11dfb10d09a46966cc239", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 24, + "serialized_chars": 34360, + "estimated_input_tokens": 8590, + "estimated_eval_tokens": 17436 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Most soft pairs are true duplicates when they share the same concrete failure mode, version, and code path; a few are only broad-similarity matches and should stay separate.", + "confidence": 0.84, + "canonical_issue_reason": "If one issue has to represent the webchat image-upload cluster, 53271 is the best canonical candidate: it most clearly describes the missing upload request plus the local-only/refresh-loss behavior.", + "canonical_pr_reason": null, + "best_issue_reason": "53271 is also the strongest overall issue candidate among the compared items because it is the most complete, reproducible report with the clearest symptom statement.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:62867", + "right": "issue:67742", + "accept": false, + "reason": "Upgrade regression vs. a model-fallback request; same broad product area, different bugs." + }, + { + "left": "issue:67698", + "right": "issue:68030", + "accept": true, + "reason": "Both describe the same OpenRouter payloads=0 / empty-response failure mode." + }, + { + "left": "issue:65033", + "right": "issue:65244", + "accept": true, + "reason": "Same sqlite-vec Node 24 regression: DatabaseSync needs allowExtension to load the extension." + }, + { + "left": "issue:65722", + "right": "issue:68371", + "accept": false, + "reason": "Both involve wiki bridge/memory export, but the reported symptoms differ enough to avoid merging." + }, + { + "left": "issue:30818", + "right": "issue:53271", + "accept": true, + "reason": "Same webchat pasted-image bug: images are not actually uploaded/sent to the backend." + }, + { + "left": "issue:67908", + "right": "issue:67972", + "accept": false, + "reason": "One is a Docker package resolution issue, the other a generic npm install failure; not the same concrete bug." + }, + { + "left": "issue:49784", + "right": "issue:63026", + "accept": false, + "reason": "MS Teams CLI upload vs. control-panel web UI routing; related file-upload area, but different paths and symptoms." + }, + { + "left": "issue:67517", + "right": "issue:67624", + "accept": true, + "reason": "Same OpenAI Codex/gpt-5.4 HTML-response problem causing misclassification/hangs in the client." + }, + { + "left": "issue:63510", + "right": "issue:64348", + "accept": true, + "reason": "Same packaging omission around qa/scenarios files causing the cache-generation crash and the missing package contents." + }, + { + "left": "issue:64839", + "right": "issue:65840", + "accept": true, + "reason": "Same image-tool regression around qwen/qwen3.6-plus being reported as an unknown model." + }, + { + "left": "issue:30818", + "right": "issue:66669", + "accept": true, + "reason": "Both report the same webchat image attachment failure in the control UI." + }, + { + "left": "issue:67646", + "right": "issue:68256", + "accept": false, + "reason": "Both mention empty OpenRouter responses, but one is a cron harness issue and the other is per-agent auth-profile behavior." + }, + { + "left": "issue:66752", + "right": "issue:67984", + "accept": false, + "reason": "ARM64 global-install missing asset vs. later generic npm install failure; insufficient evidence of one underlying bug." + }, + { + "left": "issue:35181", + "right": "issue:64026", + "accept": false, + "reason": "Prebuilt-binary fallback/no-GPU vs. 400 no body on gemma4 are different failures." + }, + { + "left": "issue:62911", + "right": "issue:64710", + "accept": true, + "reason": "Same Ollama/gateway timeout pattern: direct API works, but the agent/gateway path times out." + }, + { + "left": "issue:65002", + "right": "issue:65451", + "accept": true, + "reason": "Same WhatsApp outbound media bug: mediaUrl is dropped and hasMedia stays false." + }, + { + "left": "issue:65125", + "right": "issue:65133", + "accept": true, + "reason": "Same macOS Chrome/CDP attach failure affecting managed/browser attach paths." + }, + { + "left": "issue:49395", + "right": "issue:52605", + "accept": true, + "reason": "Same BlueBubbles webhook route 404 after upgrade." + }, + { + "left": "issue:66095", + "right": "issue:68012", + "accept": true, + "reason": "Same image-attachment dropping problem before provider dispatch despite image input being configured." + }, + { + "left": "issue:32833", + "right": "issue:32892", + "accept": false, + "reason": "Plugin install failure and provider-plugin discovery failure are related, but not the same concrete bug." + }, + { + "left": "issue:51151", + "right": "issue:66611", + "accept": false, + "reason": "Gateway connectivity and browser attachOnly/CDP failures are separate connection problems." + }, + { + "left": "issue:64117", + "right": "issue:67851", + "accept": true, + "reason": "Same voice-call EADDRINUSE port conflict on every invocation." + }, + { + "left": "issue:53564", + "right": "issue:65463", + "accept": true, + "reason": "Same TTS parser shorthand bug: plain [[tts]] tags are not recognized." + }, + { + "left": "issue:66281", + "right": "issue:66763", + "accept": true, + "reason": "Same macOS Chrome attach/CDP failure, just reported through different entry points." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "Accepted. The canonical issue choice is grounded in the packet, and the soft-edge calls are mostly conservative: clear duplicates are accepted, while the broader-similarity or different-code-path pairs are rejected. A few accepted pairs are somewhat borderline from titles alone, but not enough to reject." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 31, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:31414", + "issue:33053", + "issue:34394", + "issue:36301", + "issue:37548", + "issue:51036", + "issue:52773", + "issue:53480", + "issue:53582", + "issue:53729", + "issue:54689", + "issue:55222", + "issue:55813", + "issue:62296", + "issue:62623", + "issue:62819", + "issue:63138", + "issue:63274", + "issue:63422", + "issue:63465", + "issue:63946", + "issue:64844", + "issue:65133", + "issue:65498", + "issue:65722", + "issue:65993", + "issue:66050", + "issue:66082", + "issue:66097", + "issue:66099", + "issue:66353", + "issue:66358", + "issue:66390", + "issue:66460", + "issue:67056", + "issue:67177", + "issue:67190", + "issue:67267", + "issue:67327", + "issue:67573", + "issue:67658", + "issue:67730", + "issue:67791", + "issue:67912", + "issue:67922", + "issue:67979", + "issue:68479" + ], + "soft_pairs": [ + "issue:66097|issue:66099", + "issue:67912|issue:67922", + "issue:55222|issue:66390", + "issue:53582|issue:67267", + "issue:65722|issue:67327", + "issue:33053|issue:62819", + "issue:53480|issue:68479", + "issue:63274|issue:63422", + "issue:66358|issue:67730", + "issue:64844|issue:67573", + "issue:65498|issue:66460", + "issue:62296|issue:63465", + "issue:52773|issue:53729", + "issue:65722|issue:67658", + "issue:65993|issue:67791", + "issue:54689|issue:55813", + "issue:63946|issue:67190", + "issue:63138|issue:66050", + "issue:66082|issue:67979", + "issue:31414|issue:36301", + "issue:62623|issue:67177", + "issue:65133|issue:66353", + "issue:51036|issue:67056", + "issue:34394|issue:37548" + ], + "prepared_review_unit_hash": "78282dac30d011b2b819cb2e6540d7bf11273eb113817264a7f5a575ddefc581", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 24, + "serialized_chars": 34480, + "estimated_input_tokens": 8620, + "estimated_eval_tokens": 17496 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "The cluster is mostly a mix of unrelated issue families, with several true duplicate groups around browser CDP readiness, memory-wiki artifact export, Feishu streaming duplicates, session/model override handling, and npm-update version mismatch.", + "confidence": 0.91, + "canonical_issue_reason": "Issue 66082 is the cleanest anchor for one of the largest duplicate subclusters: it describes the core memory-wiki bridge artifact-export failure clearly and in the broadest runtime context.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 66082 is the best overall representative among the listed issues because it is concrete, reproducible, and captures the underlying memory-wiki bridge export symptom more directly than the narrower follow-ups.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:66097", + "right": "issue:66099", + "accept": true, + "reason": "Both describe the same CDP readiness/detection failure: Chrome is up, but the browser layer reports CDP/websocket unavailable." + }, + { + "left": "issue:67912", + "right": "issue:67922", + "accept": false, + "reason": "Both involve dreaming/memory output, but one is about overwriting daily memory files and the other about stdout vs DREAMS.md; different failure modes." + }, + { + "left": "issue:55222", + "right": "issue:66390", + "accept": false, + "reason": "Both are gateway start/update failures, but the causes differ: launchd service unloading versus npm file-lock conflicts." + }, + { + "left": "issue:53582", + "right": "issue:67267", + "accept": false, + "reason": "Both mention message loops, but they are different channels and behaviors (iMessage self-chat loop vs web UI feedback loop)." + }, + { + "left": "issue:65722", + "right": "issue:67327", + "accept": true, + "reason": "Both report the same memory-wiki bridge artifact-export problem, with the CLI/doctor/status paths exposing the same missing artifact result." + }, + { + "left": "issue:33053", + "right": "issue:62819", + "accept": true, + "reason": "Both point to the same QQ cron announce/session isolation issue where cron delivery cannot send normal messages." + }, + { + "left": "issue:53480", + "right": "issue:68479", + "accept": false, + "reason": "Both are regressions affecting session capabilities, but the concrete bugs differ: thinkingLevel/tool-calling on Discord vs missing message tool in cron sessions." + }, + { + "left": "issue:63274", + "right": "issue:63422", + "accept": false, + "reason": "These are different regressions in different subsystems: Telegram file delivery vs sub-agent exec tool calls." + }, + { + "left": "issue:66358", + "right": "issue:67730", + "accept": true, + "reason": "Both describe the same dreaming/session-memory cleanup bug leading to leftover or uncollected sessions." + }, + { + "left": "issue:64844", + "right": "issue:67573", + "accept": true, + "reason": "Both are about session model override handling in /new and /reset, with the same underlying default-model selection path." + }, + { + "left": "issue:65498", + "right": "issue:66460", + "accept": true, + "reason": "Both involve heartbeat/exec-completion routing of user-facing versus cron-owned events, indicating the same event-delivery path bug." + }, + { + "left": "issue:62296", + "right": "issue:63465", + "accept": false, + "reason": "Both relate to dreaming cron, but one is about a missing before_agent_reply hook delivery and the other about cron creation; not the same concrete bug." + }, + { + "left": "issue:52773", + "right": "issue:53729", + "accept": false, + "reason": "Both are WhatsApp issues, but one is outbound listener failure after upgrade and the other is outbound messages echoing back as inbound." + }, + { + "left": "issue:65722", + "right": "issue:67658", + "accept": false, + "reason": "Both touch memory-wiki/memory artifacts, but one is about bridge import returning zero artifacts and the other about deleting sources when artifacts are unavailable." + }, + { + "left": "issue:65993", + "right": "issue:67791", + "accept": true, + "reason": "Both describe the same Feishu streaming-card duplication bug, including long-reply truncation and duplicate completion behavior." + }, + { + "left": "issue:54689", + "right": "issue:55813", + "accept": false, + "reason": "One is a specific Telegram file-sending regression; the other is a broad beta-is-broken report without the same concrete failure path." + }, + { + "left": "issue:63946", + "right": "issue:67190", + "accept": true, + "reason": "Both report memory-wiki bridge import returning zero artifacts from the CLI while the gateway path works or plugin capability is missing." + }, + { + "left": "issue:63138", + "right": "issue:66050", + "accept": true, + "reason": "Both are the same browser CDP websocket reachability/readiness failure despite Chrome being started or listening." + }, + { + "left": "issue:66082", + "right": "issue:67979", + "accept": true, + "reason": "These are essentially the same memory-wiki bridge mode artifact-export bug, both pointing to missing plugin capability in the CLI context." + }, + { + "left": "issue:31414", + "right": "issue:36301", + "accept": true, + "reason": "Both describe the same npm global-update version mismatch between gateway UI and service/package versions." + }, + { + "left": "issue:62623", + "right": "issue:67177", + "accept": false, + "reason": "Both concern inbound file attachments in DMs, but they affect different platforms and appear to be separate integration bugs." + }, + { + "left": "issue:65133", + "right": "issue:66353", + "accept": true, + "reason": "Both describe the same managed/healthy Chrome CDP detection problem where the endpoint exists but readiness checks fail." + }, + { + "left": "issue:51036", + "right": "issue:67056", + "accept": false, + "reason": "Both involve custom OpenAI-compatible providers, but one is a payload/usage completion issue and the other is provider-header preservation in image runtime." + }, + { + "left": "issue:34394", + "right": "issue:37548", + "accept": true, + "reason": "Both are duplicate-plugin warnings for Feishu, and both point to the same configuration/ID collision problem." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet and stays reasonably conservative. The accepted soft-edge pairs are all supported by strong title-level overlap in the same bug families, and the rejected pairs are appropriately distinguished where the failure modes differ. The chosen canonical/best issue, 66082, is also a plausible anchor for the memory-wiki bridge artifact-export cluster." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 32, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:30818", + "issue:31100", + "issue:31144", + "issue:33157", + "issue:34971", + "issue:40941", + "issue:50547", + "issue:51126", + "issue:51578", + "issue:51873", + "issue:53559", + "issue:53578", + "issue:53666", + "issue:53721", + "issue:53907", + "issue:59943", + "issue:61103", + "issue:62296", + "issue:63026", + "issue:63534", + "issue:63569", + "issue:63727", + "issue:63968", + "issue:64047", + "issue:64092", + "issue:64111", + "issue:64330", + "issue:65431", + "issue:65915", + "issue:66151", + "issue:66189", + "issue:66288", + "issue:66381", + "issue:66486", + "issue:66814", + "issue:66952", + "issue:67032", + "issue:67267", + "issue:67402", + "issue:67575", + "issue:67712", + "issue:67949", + "issue:68030", + "issue:68102", + "issue:68522", + "issue:68526", + "issue:68580" + ], + "soft_pairs": [ + "issue:61103|issue:68102", + "issue:66814|issue:67402", + "issue:61103|issue:67032", + "issue:63534|issue:63968", + "issue:53907|issue:65915", + "issue:65431|issue:66486", + "issue:67575|issue:68030", + "issue:34971|issue:53578", + "issue:53666|issue:53721", + "issue:63026|issue:67267", + "issue:31144|issue:66381", + "issue:30818|issue:33157", + "issue:66151|issue:66189", + "issue:40941|issue:51873", + "issue:53559|issue:64047", + "issue:64092|issue:67712", + "issue:59943|issue:64111", + "issue:68526|issue:68580", + "issue:63569|issue:63727", + "issue:50547|issue:66288", + "issue:63727|issue:63968", + "issue:67712|issue:68522", + "issue:31100|issue:51578", + "issue:51126|issue:66952", + "issue:62296|issue:64330", + "issue:67267|issue:67949" + ], + "prepared_review_unit_hash": "18186376232ee32752408e15420d05871707bc57f71933d4cf066db5d1af020f", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 26, + "serialized_chars": 34981, + "estimated_input_tokens": 8746, + "estimated_eval_tokens": 17748 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Heterogeneous cluster with several tight duplicate families, but most pair candidates are only broad subsystem matches and should be rejected. The clearest duplicates are the qa/scenarios packaging regression, OpenAI Codex DNS-misclassification reports, OpenRouter payloads=0 reports, Ollama image-tool Unknown model reports, the subagent-registry dist omission, and one WebChat transient-disappearance pair.", + "confidence": 0.63, + "canonical_issue_reason": "issue:63727 is the broadest and most central report in the strongest duplicate family here: it describes the 2026.4.9 qa/scenarios scaffold regression at the package level, which subsumes the narrower CLI/index.md/completion-cache symptoms in the related reports.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:63727 is the best representative issue for triage because it states the underlying packaging regression clearly and spans the widest impact surface among the tightly matching issue set.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:61103", + "right": "issue:68102", + "accept": true, + "reason": "Both describe Control UI/webchat image uploads losing the attachment; 68102 explicitly notes the prior fix missed this path." + }, + { + "left": "issue:66814", + "right": "issue:67402", + "accept": false, + "reason": "Both involve internal-message leakage, but one is visible Control UI transcript leakage and the other is post-restart leakage into normal chat; different trigger paths." + }, + { + "left": "issue:61103", + "right": "issue:67032", + "accept": false, + "reason": "Same general UI area, but 61103 is an upgrade-specific image-upload breakage while 67032 mixes missing upload and lag symptoms; not the same concrete bug." + }, + { + "left": "issue:63534", + "right": "issue:63968", + "accept": false, + "reason": "Unrelated bugs: UI layout abnormality vs missing qa/scenarios packaging." + }, + { + "left": "issue:53907", + "right": "issue:65915", + "accept": false, + "reason": "Different integrations and failure modes: WhatsApp breakage vs Opik trace export regression." + }, + { + "left": "issue:65431", + "right": "issue:66486", + "accept": false, + "reason": "Both are image-tool config problems, but the reported failures differ: capability-check rejection vs unknown-model selection error." + }, + { + "left": "issue:67575", + "right": "issue:68030", + "accept": true, + "reason": "Same OpenRouter bug family: payloads=0 / responses received but not returned to user." + }, + { + "left": "issue:34971", + "right": "issue:53578", + "accept": false, + "reason": "A general post-upgrade regression vs OAuth performance slowdown; no shared concrete bug." + }, + { + "left": "issue:53666", + "right": "issue:53721", + "accept": false, + "reason": "Different regressions: memory-index/chunks issue vs Telegram channel init failure." + }, + { + "left": "issue:63026", + "right": "issue:67267", + "accept": false, + "reason": "File-upload routing to heartbeat is a different code-path bug than a web UI message feedback loop." + }, + { + "left": "issue:31144", + "right": "issue:66381", + "accept": true, + "reason": "Same WebChat transient message-disappearance bug: message vanishes and later reappears, with only the trigger differing." + }, + { + "left": "issue:30818", + "right": "issue:33157", + "accept": false, + "reason": "Pasted images not reaching backend is unrelated to token-missing redirect behavior." + }, + { + "left": "issue:66151", + "right": "issue:66189", + "accept": true, + "reason": "Same missing subagent-registry.runtime.js packaging/dist omission causing subagent failures." + }, + { + "left": "issue:40941", + "right": "issue:51873", + "accept": false, + "reason": "Context-length/token display UI issue vs context-caching failure; not the same bug." + }, + { + "left": "issue:53559", + "right": "issue:64047", + "accept": false, + "reason": "Both involve Feishu /new, but one is misrouted reply delivery and the other is delivered=false in DM; different symptoms." + }, + { + "left": "issue:64092", + "right": "issue:67712", + "accept": true, + "reason": "Same OpenAI Codex error-classification bug: non-DNS failures are surfaced as DNS lookup failed." + }, + { + "left": "issue:59943", + "right": "issue:64111", + "accept": true, + "reason": "Same Ollama/image-tool Unknown model / vision-model accessibility problem." + }, + { + "left": "issue:68526", + "right": "issue:68580", + "accept": false, + "reason": "Same feature area, but the evidence only shows two different auto-compaction configurations/contexts; not enough to treat as one concrete bug." + }, + { + "left": "issue:63569", + "right": "issue:63727", + "accept": true, + "reason": "Same 2026.4.9 qa/scenarios packaging regression and completion-cache fallout." + }, + { + "left": "issue:50547", + "right": "issue:66288", + "accept": false, + "reason": "Discord onboarding reply failure vs WebChat image disappearance; unrelated." + }, + { + "left": "issue:63727", + "right": "issue:63968", + "accept": true, + "reason": "Both are the same missing qa/scenarios scaffold regression; 63968 is just the missing index.md manifestation." + }, + { + "left": "issue:67712", + "right": "issue:68522", + "accept": true, + "reason": "Same OpenAI Codex misclassification bug, now shown on a successful-auth gpt-5.4 reply path." + }, + { + "left": "issue:31100", + "right": "issue:51578", + "accept": false, + "reason": "Feishu TTS format choice vs voice-bubble feature request; different changes." + }, + { + "left": "issue:51126", + "right": "issue:66952", + "accept": false, + "reason": "Model-command parsing bug vs OAuth refresh race/status misreport; unrelated." + }, + { + "left": "issue:62296", + "right": "issue:64330", + "accept": false, + "reason": "Different memory-core hook behaviors: missed trigger vs cleanup/removal on before_agent_reply." + }, + { + "left": "issue:67267", + "right": "issue:67949", + "accept": false, + "reason": "Web UI message feedback loop vs Ollama qwen2.5 inference failure; not the same bug." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet and stays mostly conservative. The accepted soft pairs are all supported by closely matching titles, and the canonical issue choice (issue:63727) is a reasonable broad representative of the qa/scenarios packaging regression family." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 33, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:29809", + "issue:30741", + "issue:31275", + "issue:33843", + "issue:34358", + "issue:41845", + "issue:49932", + "issue:50651", + "issue:51432", + "issue:51640", + "issue:51869", + "issue:52271", + "issue:52605", + "issue:53335", + "issue:53672", + "issue:53881", + "issue:53927", + "issue:55096", + "issue:57131", + "issue:62819", + "issue:63274", + "issue:63465", + "issue:63541", + "issue:63569", + "issue:63681", + "issue:63829", + "issue:63936", + "issue:64007", + "issue:64254", + "issue:64330", + "issue:64551", + "issue:65090", + "issue:65450", + "issue:65470", + "issue:65510", + "issue:65769", + "issue:65790", + "issue:65795", + "issue:65869", + "issue:66166", + "issue:66252", + "issue:66335", + "issue:66488", + "issue:66621", + "issue:66758", + "issue:68012", + "issue:68760", + "issue:68851" + ], + "soft_pairs": [ + "issue:29809|issue:53672", + "issue:49932|issue:52605", + "issue:63829|issue:66252", + "issue:66621|issue:68851", + "issue:31275|issue:53335", + "issue:63541|issue:63569", + "issue:63465|issue:64254", + "issue:64551|issue:66166", + "issue:55096|issue:62819", + "issue:33843|issue:51640", + "issue:51432|issue:65510", + "issue:49932|issue:53927", + "issue:65090|issue:66488", + "issue:65795|issue:65869", + "issue:52271|issue:65470", + "issue:30741|issue:34358", + "issue:51869|issue:68012", + "issue:63274|issue:68760", + "issue:41845|issue:57131", + "issue:64007|issue:65769", + "issue:63681|issue:66758", + "issue:63936|issue:64330", + "issue:66335|issue:66488", + "issue:65450|issue:66758", + "issue:53672|issue:53881", + "issue:50651|issue:65790" + ], + "prepared_review_unit_hash": "bba6f40d0622daf56d7b223711d85364460d88ed9390e0571ede66613eeaafde", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 26, + "serialized_chars": 35457, + "estimated_input_tokens": 8865, + "estimated_eval_tokens": 17986 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Mostly unrelated issue set with a few clear duplicate clusters around BlueBubbles webhook 404s, control-ui image attachment handling, cron/session messaging permissions, QA package file omission, and Dreaming cron lifecycle. I rejected broad same-subsystem matches where the concrete bug differed.", + "confidence": 0.78, + "canonical_issue_reason": "Issue 49932 is the broadest, most central BlueBubbles report: it describes the webhook route disappearing at runtime and returning 404, which matches the upgrade and POST-404 follow-ups.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 49932 best represents the duplicate cluster because it states the underlying webhook-route failure in a general way and links cleanly to the more specific 52605 and 53927 reports.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:29809", + "right": "issue:53672", + "accept": false, + "reason": "Both mention Control UI access, but one is origin whitelist/CORS and the other is a generic port/startup failure; not the same bug." + }, + { + "left": "issue:49932", + "right": "issue:52605", + "accept": true, + "reason": "Both report the BlueBubbles webhook route vanishing/returning 404, just with different phrasing and severity." + }, + { + "left": "issue:63829", + "right": "issue:66252", + "accept": false, + "reason": "Unrelated features: per-agent memory vault config vs per-agent TTS/STT overrides." + }, + { + "left": "issue:66621", + "right": "issue:68851", + "accept": false, + "reason": "Both are webchat image-related, but one is rendering existing attachments and the other is send/drop/paste failure; different failure points." + }, + { + "left": "issue:31275", + "right": "issue:53335", + "accept": false, + "reason": "Feishu session-memory hook failure and /new spawning a subagent are different bugs." + }, + { + "left": "issue:63541", + "right": "issue:63569", + "accept": true, + "reason": "Same packaging/dist omission: qa/scenarios files missing from the published package, breaking completion cache generation." + }, + { + "left": "issue:63465", + "right": "issue:64254", + "accept": false, + "reason": "Both involve memory-core dream crons, but one is initial creation missing and the other is persistence across restarts; not clearly the same underlying defect." + }, + { + "left": "issue:64551", + "right": "issue:66166", + "accept": true, + "reason": "Both describe the macOS node exec/shell capability being present but unusable, with missing setup on the node path." + }, + { + "left": "issue:55096", + "right": "issue:62819", + "accept": true, + "reason": "Same cron isolated-session messaging bug; QQ is just a specific channel manifestation of the broader inability to send messages from cron jobs." + }, + { + "left": "issue:33843", + "right": "issue:51640", + "accept": false, + "reason": "Both hit ACP sessions_spawn/acpx invocation, but one is invalid CLI syntax while the other is missing permissionMode forwarding." + }, + { + "left": "issue:51432", + "right": "issue:65510", + "accept": false, + "reason": "Different problems: model lookup/fallback vs Firecrawl SecretRef handling." + }, + { + "left": "issue:49932", + "right": "issue:53927", + "accept": true, + "reason": "Same BlueBubbles 404 route failure: one says the route disappears at runtime, the other says it logs listening but POST still returns 404." + }, + { + "left": "issue:65090", + "right": "issue:66488", + "accept": false, + "reason": "Both are CDP/browser launch problems, but one is macOS websocket unreachable and the other is Windows timeout tuning." + }, + { + "left": "issue:65795", + "right": "issue:65869", + "accept": true, + "reason": "Same Control UI Dreaming API mismatch: non-existent wiki.importInsights / wiki.memoryPalace calls." + }, + { + "left": "issue:52271", + "right": "issue:65470", + "accept": true, + "reason": "Same nested-lane concurrency bug for sessions_send; one reports deadlock/serialization and the other identifies maxConcurrent defaulting to 1." + }, + { + "left": "issue:30741", + "right": "issue:34358", + "accept": false, + "reason": "Different chat integrations and different attachment failure modes; not the same issue." + }, + { + "left": "issue:51869", + "right": "issue:68012", + "accept": true, + "reason": "Same custom-provider image-input bug: image/vision attachments are being dropped or hardcoded away for non-Azure providers." + }, + { + "left": "issue:63274", + "right": "issue:68760", + "accept": false, + "reason": "Different cron problems: Telegram delivery broken in a version vs delivery channel reverting to 'last' after execution." + }, + { + "left": "issue:41845", + "right": "issue:57131", + "accept": false, + "reason": "Both macOS gateway/launchctl related, but one is LaunchAgent unload breaking start/restart and the other is stop using bootout instead of stop." + }, + { + "left": "issue:64007", + "right": "issue:65769", + "accept": true, + "reason": "Same missing/invalid memory-alt-main collection path tied to qmd search and the --glob-related collection creation bug." + }, + { + "left": "issue:63681", + "right": "issue:66758", + "accept": false, + "reason": "Different model/provider failures: memory embedding provider lookup vs image-tool model resolution." + }, + { + "left": "issue:63936", + "right": "issue:64330", + "accept": true, + "reason": "Same managed dreaming cron lifecycle bug: the cron is being removed or not recreated across agent/restart events." + }, + { + "left": "issue:66335", + "right": "issue:66488", + "accept": false, + "reason": "Both are browser startup/CDP issues, but one is generic unreachable websocket after launch and the other is a Windows timeout threshold problem." + }, + { + "left": "issue:65450", + "right": "issue:66758", + "accept": false, + "reason": "Both mention unknown model errors, but they affect different tools and likely different model-resolution paths." + }, + { + "left": "issue:53672", + "right": "issue:53881", + "accept": false, + "reason": "Generic Control UI problems, but one is access/port reachability and the other is a layout scroll-height bug." + }, + { + "left": "issue:50651", + "right": "issue:65790", + "accept": false, + "reason": "Model dropdown duplicate-ID filtering and webchat image attachment sending are unrelated UI bugs." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The verdicts are mostly conservative and grounded in the packet. The duplicate clusters called out in the summary are supported by the titles, and the rejected pairs are generally distinct enough to stay separate. The only minor imprecision is that the image-attachment cluster is more about custom-provider/gateway image handling than Control UI specifically, but that does not materially weaken the overall evaluation." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 34, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:32812", + "issue:33043", + "issue:33577", + "issue:33875", + "issue:34530", + "issue:34908", + "issue:50266", + "issue:52482", + "issue:52565", + "issue:53284", + "issue:53824", + "issue:55346", + "issue:55813", + "issue:58235", + "issue:62470", + "issue:62732", + "issue:62819", + "issue:62920", + "issue:63428", + "issue:63705", + "issue:64007", + "issue:64478", + "issue:64510", + "issue:64529", + "issue:64732", + "issue:64860", + "issue:65009", + "issue:65117", + "issue:65125", + "issue:65468", + "issue:65686", + "issue:65848", + "issue:65890", + "issue:66353", + "issue:66492", + "issue:66595", + "issue:67170", + "issue:67598", + "issue:67602", + "issue:67889", + "issue:67901", + "issue:67908", + "issue:67927", + "issue:67984", + "issue:68163", + "issue:68371", + "issue:68760" + ], + "soft_pairs": [ + "issue:64510|issue:68371", + "issue:67927|issue:68163", + "issue:33043|issue:64529", + "issue:55346|issue:65009", + "issue:64007|issue:65890", + "issue:66492|issue:66595", + "issue:67908|issue:67984", + "issue:34530|issue:53824", + "issue:67908|issue:67927", + "issue:32812|issue:65848", + "issue:58235|issue:62470", + "issue:62732|issue:67889", + "issue:33577|issue:67598", + "issue:52482|issue:52565", + "issue:53284|issue:62819", + "issue:64478|issue:65117", + "issue:65468|issue:67170", + "issue:62920|issue:63428", + "issue:65686|issue:68760", + "issue:62819|issue:67602", + "issue:63705|issue:64860", + "issue:64732|issue:67901", + "issue:33875|issue:50266", + "issue:65125|issue:66353", + "issue:34908|issue:55813" + ], + "prepared_review_unit_hash": "5c08ffbf82c5a7bf3f3fbe1cebd02e5c0339181596f21fe2f12a6fa432f5bb81", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 25, + "serialized_chars": 34701, + "estimated_input_tokens": 8676, + "estimated_eval_tokens": 17608 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Mostly a heterogeneous batch with several true duplicate pairs and many near-matches that should stay separate. Strong duplicate families appear around memory bridge/collection issues, async relay heartbeat, cron model override and cron registration, QA scenario pack lookup, CLI allowlist handling, and Feishu replies=0 send failures.", + "confidence": 0.87, + "canonical_issue_reason": "No single canonical issue for the whole set; the items split into several unrelated bug families. If a representative issue is needed, issue 33875 is the clearest, most concrete report among the accepted duplicate families.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 33875 is the best triage anchor among the real duplicates because it has a precise regression description and a well-defined failure mode (Feishu send layer returning replies=0).", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:64510", + "right": "issue:68371", + "accept": true, + "reason": "Same underlying memory-wiki bridge export failure: both report zero artifacts/exported artifacts in bridge mode despite expected memory-core/QMD content." + }, + { + "left": "issue:67927", + "right": "issue:68163", + "accept": false, + "reason": "Different bugs: image upload failure versus silent onboarding/agent silence after OpenRouter setup." + }, + { + "left": "issue:33043", + "right": "issue:64529", + "accept": false, + "reason": "Both involve TTS/audio, but one is truncation in Feishu-to-Feishu replies and the other is reply-media allowlist blocking generated audio; different failure modes." + }, + { + "left": "issue:55346", + "right": "issue:65009", + "accept": false, + "reason": "Both are gateway crashes, but the reported crash signatures and triggers differ (Discord reconnect attempts vs zombie reconnect/systemd restart)." + }, + { + "left": "issue:64007", + "right": "issue:65890", + "accept": true, + "reason": "Same QMD managed-collection problem: memory-alt-main is missing/mismatched, causing query fallback or a collection never being created." + }, + { + "left": "issue:66492", + "right": "issue:66595", + "accept": true, + "reason": "Same async relay heartbeat bug: missing context/payload produces malformed Discord relay replies such as 'result shown above' without data." + }, + { + "left": "issue:67908", + "right": "issue:67984", + "accept": false, + "reason": "Related packaging/install surface, but one is Docker binary module resolution and the other is npm install failure; not the same concrete bug." + }, + { + "left": "issue:34530", + "right": "issue:53824", + "accept": false, + "reason": "Both mention gateway restart, but one is skipped cron runs and the other is delivery failing with Unknown Channel; too different to merge." + }, + { + "left": "issue:67908", + "right": "issue:67927", + "accept": false, + "reason": "Docker package resolution and image upload are unrelated issues." + }, + { + "left": "issue:32812", + "right": "issue:65848", + "accept": false, + "reason": "Different workflows: dashboard save button on new install versus skill installation via Python script." + }, + { + "left": "issue:58235", + "right": "issue:62470", + "accept": false, + "reason": "Same model family, but different API surfaces and symptoms (missing thought_signature in tool_calls vs empty replies with includeThoughts=true)." + }, + { + "left": "issue:62732", + "right": "issue:67889", + "accept": false, + "reason": "Both are timeout-related, but they affect different tools/code paths and are not the same bug." + }, + { + "left": "issue:33577", + "right": "issue:67598", + "accept": true, + "reason": "Same cron isolated-session model override bug: payload.model is ignored and the job keeps using the stale/primary session model." + }, + { + "left": "issue:52482", + "right": "issue:52565", + "accept": false, + "reason": "Provider-prefix handling and non-functional UI buttons/event listener registration are distinct problems." + }, + { + "left": "issue:53284", + "right": "issue:62819", + "accept": false, + "reason": "One is message persistence in the web UI; the other is cron announce delivery failing to send. Same area, different defects." + }, + { + "left": "issue:64478", + "right": "issue:65117", + "accept": false, + "reason": "Both are WhatsApp media drops, but they occur in different delivery modes (gateway vs web-outbound) and are not clearly the same defect." + }, + { + "left": "issue:65468", + "right": "issue:67170", + "accept": false, + "reason": "Duplicate voice notes versus complete audio delivery failure are different symptoms and likely different causes." + }, + { + "left": "issue:62920", + "right": "issue:63428", + "accept": true, + "reason": "Same memory-core dreaming cron registration race: cron is not created/registered after plugin startup or config changes." + }, + { + "left": "issue:65686", + "right": "issue:68760", + "accept": false, + "reason": "Different cron delivery regressions: one is sending too much session text, the other reverts the delivery channel to 'last' after execution." + }, + { + "left": "issue:62819", + "right": "issue:67602", + "accept": false, + "reason": "Different channel-handling failures: QQ isolated-session send failure versus Slack unsupported-channel error." + }, + { + "left": "issue:63705", + "right": "issue:64860", + "accept": true, + "reason": "Same QA scenario-pack lookup problem after update: the extension/plugin cannot find qa/scenarios/index.md." + }, + { + "left": "issue:64732", + "right": "issue:67901", + "accept": true, + "reason": "Same plugins.allow allowlist regression blocking bundled/synthetic CLI commands, including subagents and tool/help surfaces." + }, + { + "left": "issue:33875", + "right": "issue:50266", + "accept": true, + "reason": "Same Feishu send-layer regression: valid API calls end in replies=0 / silent failure." + }, + { + "left": "issue:65125", + "right": "issue:66353", + "accept": false, + "reason": "Both involve browser/CDP connection trouble, but one is macOS attach failures and the other is CDP detection failure; not enough evidence of one bug." + }, + { + "left": "issue:34908", + "right": "issue:55813", + "accept": false, + "reason": "Version badge mismatch and a broken beta release are unrelated." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The analyst\u2019s grouping is grounded in the packet and stays conservative overall. The accepted duplicate pairs are supported by closely aligned titles and bug surfaces, and the rejected pairs are reasonably separated where the evidence only shows broad topical similarity. The summary does not overstate cross-family relationships." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 35, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:30818", + "issue:31442", + "issue:32812", + "issue:32900", + "issue:33607", + "issue:36431", + "issue:36620", + "issue:36626", + "issue:36830", + "issue:37036", + "issue:57055", + "issue:61033", + "issue:61103", + "issue:62272", + "issue:62904", + "issue:62905", + "issue:63026", + "issue:63124", + "issue:63609", + "issue:64131", + "issue:64756", + "issue:64933", + "issue:64971", + "issue:65321", + "issue:65322", + "issue:65786", + "issue:66004", + "issue:66151", + "issue:66153", + "issue:66173", + "issue:66242", + "issue:66260", + "issue:66262", + "issue:66288", + "issue:66619", + "issue:66624", + "issue:66641", + "issue:66728", + "issue:66785", + "issue:66856", + "issue:66940", + "issue:67150", + "issue:67218", + "issue:68261", + "issue:68484", + "issue:68791", + "issue:68851" + ], + "soft_pairs": [ + "issue:36431|issue:64971", + "issue:64933|issue:66856", + "issue:32900|issue:65322", + "issue:33607|issue:36830", + "issue:63124|issue:63609", + "issue:31442|issue:65321", + "issue:66173|issue:66785", + "issue:64131|issue:64756", + "issue:66624|issue:67150", + "issue:36620|issue:36626", + "issue:66641|issue:66728", + "issue:30818|issue:66288", + "issue:65321|issue:65786", + "issue:62272|issue:66151", + "issue:66260|issue:66262", + "issue:61103|issue:63026", + "issue:32812|issue:37036", + "issue:57055|issue:66242", + "issue:62904|issue:62905", + "issue:68261|issue:68791", + "issue:66004|issue:66619", + "issue:66940|issue:67218", + "issue:68484|issue:68851", + "issue:61033|issue:66153" + ], + "prepared_review_unit_hash": "0a7496e64b19e8b265791d9162946d774014ef372c6aa507c036a8bfa9eb98e9", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 24, + "serialized_chars": 34503, + "estimated_input_tokens": 8626, + "estimated_eval_tokens": 17508 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This is a mixed issue set with several distinct bug families. The clearest duplicate groups are webchat image upload/paste failures, channel-selection onboarding crashes, CLI SIGKILL hangs, Telegram packaging missing files, MCP Accept-header failures, and the plugins.allow warning regression.", + "confidence": 0.88, + "canonical_issue_reason": "issue:68851 is the strongest representative for the webchat image paste/drop failure: it clearly describes preview appearing but the image never reaching the gateway, and it subsumes the closely matching reports in 30818, 66288, and 68484.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:68851 has the most complete and specific reproduction for the underlying webchat image delivery bug, making it the best canonical issue target among the listed items.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:36431", + "right": "issue:64971", + "accept": false, + "reason": "Related channel-routing symptoms, but different surfaces and expected targets (TUI vs control UI/external session); not clearly the same concrete bug." + }, + { + "left": "issue:64933", + "right": "issue:66856", + "accept": true, + "reason": "Same regression: false 'plugins.allow is empty' warning despite the allow list being populated." + }, + { + "left": "issue:32900", + "right": "issue:65322", + "accept": false, + "reason": "Both mention chat.history, but one is TUI output missing and the other is gateway startup failure; different failures." + }, + { + "left": "issue:33607", + "right": "issue:36830", + "accept": false, + "reason": "One is a generic multi-issue report; the other is a specific TUI keyboard-handling regression. Not the same bug." + }, + { + "left": "issue:63124", + "right": "issue:63609", + "accept": true, + "reason": "Both describe CLI commands hanging or being killed by SIGKILL, indicating the same underlying CLI failure." + }, + { + "left": "issue:31442", + "right": "issue:65321", + "accept": false, + "reason": "Unrelated problems: version/install mismatch versus built-in TTS provider regression." + }, + { + "left": "issue:66173", + "right": "issue:66785", + "accept": false, + "reason": "Different issues: Umbrel update lag versus setup wizard scrolling failure." + }, + { + "left": "issue:64131", + "right": "issue:64756", + "accept": true, + "reason": "Both describe the same Dreaming page UI rendering/layout abnormality on the dashboard." + }, + { + "left": "issue:66624", + "right": "issue:67150", + "accept": true, + "reason": "Same onboarding/channel-selection crash family; both point to the QuickStart channel selection flow failing with the trim() type error." + }, + { + "left": "issue:36620", + "right": "issue:36626", + "accept": false, + "reason": "Both are UI node test failures, but the causes differ: config execution under vitest.node.config vs import-time localStorage access." + }, + { + "left": "issue:66641", + "right": "issue:66728", + "accept": true, + "reason": "Same onboarding crash in the Select channel step, with the trim() TypeError on closely related paths." + }, + { + "left": "issue:30818", + "right": "issue:66288", + "accept": true, + "reason": "Same webchat image-paste/upload bug: pasted images are not delivered to the backend/agent." + }, + { + "left": "issue:65321", + "right": "issue:65786", + "accept": false, + "reason": "Different regressions: TTS provider failure versus Feishu config validation failure." + }, + { + "left": "issue:62272", + "right": "issue:66151", + "accept": false, + "reason": "Both are missing-module errors, but they involve different modules and different code paths." + }, + { + "left": "issue:66260", + "right": "issue:66262", + "accept": false, + "reason": "Both involve Codex gateway behavior, but one is skipped harness activation and the other is stale thread binding after reset; not the same bug." + }, + { + "left": "issue:61103", + "right": "issue:63026", + "accept": false, + "reason": "Both concern uploads in the UI, but one is image upload broken after upgrade and the other is file upload routed to the heartbeat channel." + }, + { + "left": "issue:32812", + "right": "issue:37036", + "accept": false, + "reason": "Different problems: dashboard save button disabled versus Windows dashboard 'Not Found' page." + }, + { + "left": "issue:57055", + "right": "issue:66242", + "accept": false, + "reason": "Both mention browser/SSRF policy, but the reported failures differ by environment and symptom; not enough evidence they are the same bug." + }, + { + "left": "issue:62904", + "right": "issue:62905", + "accept": true, + "reason": "Same Telegram packaging bug: bundled extension is missing src files needed for startup/config loading." + }, + { + "left": "issue:68261", + "right": "issue:68791", + "accept": false, + "reason": "Both have blank/incomplete model outputs, but one is OpenRouter response handling and the other is a Windows scheduled-task/gateway regression." + }, + { + "left": "issue:66004", + "right": "issue:66619", + "accept": false, + "reason": "Completely different defects: subagent timeout/frozenResultText versus Telegram setup trim() crash." + }, + { + "left": "issue:66940", + "right": "issue:67218", + "accept": true, + "reason": "Same MCP transport incompatibility around the Accept header, described from two sides." + }, + { + "left": "issue:68484", + "right": "issue:68851", + "accept": true, + "reason": "Same webchat image paste/drag-drop failure; both say images show preview or attempt to paste but never reach the gateway/backend." + }, + { + "left": "issue:61033", + "right": "issue:66153", + "accept": false, + "reason": "Both relate to WhatsApp self mode, but one is a self-message infinite loop and the other is Meta AI interference; different bugs." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet, and the accepted soft-edge pairs are conservative enough based on the issue titles/bodies. No overstatement stands out, and the canonical issue choice for the webchat image paste/drop bug is supported by the more specific reproduction in issue:68851." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 36, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:30314", + "issue:30922", + "issue:31412", + "issue:31570", + "issue:33166", + "issue:37299", + "issue:46012", + "issue:51780", + "issue:53135", + "issue:53318", + "issue:53485", + "issue:53656", + "issue:53739", + "issue:53934", + "issue:62574", + "issue:62819", + "issue:63189", + "issue:63704", + "issue:63718", + "issue:63723", + "issue:64238", + "issue:64351", + "issue:64418", + "issue:64566", + "issue:65100", + "issue:65182", + "issue:65193", + "issue:65362", + "issue:65867", + "issue:66004", + "issue:66202", + "issue:66858", + "issue:66860", + "issue:66861", + "issue:66946", + "issue:66975", + "issue:66988", + "issue:67056", + "issue:67150", + "issue:67247", + "issue:67342", + "issue:67353", + "issue:67414", + "issue:67454", + "issue:67907", + "issue:67936", + "issue:68118", + "issue:68851" + ], + "soft_pairs": [ + "issue:64238|issue:64351", + "issue:65182|issue:65867", + "issue:64418|issue:67414", + "issue:33166|issue:53135", + "issue:66858|issue:66860", + "issue:65193|issue:66004", + "issue:62574|issue:67056", + "issue:51780|issue:63189", + "issue:66975|issue:67247", + "issue:31570|issue:37299", + "issue:65362|issue:66202", + "issue:66858|issue:66861", + "issue:46012|issue:68118", + "issue:63704|issue:66988", + "issue:67414|issue:68851", + "issue:63718|issue:63723", + "issue:67150|issue:67353", + "issue:31412|issue:66946", + "issue:67454|issue:67907", + "issue:30922|issue:53934", + "issue:30314|issue:62819", + "issue:53739|issue:67342", + "issue:64566|issue:65100", + "issue:53485|issue:67936", + "issue:53318|issue:53656" + ], + "prepared_review_unit_hash": "acfb5aac1a1f5dd75485bf9cb40a33ab517a1c06f3d3e0bef8733856d9c1e5f9", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 25, + "serialized_chars": 35168, + "estimated_input_tokens": 8792, + "estimated_eval_tokens": 17840 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Mostly conservative cluster: several pairs are clear duplicates, but the cron announce delivery pair (Feishu group chats vs QQ channel/isolated session) is too loosely supported from the titles alone and should not be accepted as the same bug. The strongest duplicates remain Gateway WS timeout/routing, Config UI raw-mode, Telegram command-menu disappearance, Ollama model availability, and OpenRouter empty payloads.", + "confidence": 0.81, + "canonical_issue_reason": "issue:63723 is the clearest open ticket for the Gateway WS one-way timeout/routing bug; its title is specific and directly describes the underlying failure better than the closed counterpart.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:63723 is the best issue consolidation target overall because it is open, specific, and most directly names the shared Gateway WS failure mode.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:64238", + "right": "issue:64351", + "accept": false, + "reason": "Different bugs: OpenRouter model lookup regression vs QMD sidecar auto-start failure." + }, + { + "left": "issue:65182", + "right": "issue:65867", + "accept": true, + "reason": "Same underlying tag-stripping bug: tags leaking into delivered assistant output." + }, + { + "left": "issue:64418", + "right": "issue:67414", + "accept": false, + "reason": "Both involve images, but the failures differ: repeated resizing vs blank preview/reprocessing on history load." + }, + { + "left": "issue:33166", + "right": "issue:53135", + "accept": false, + "reason": "Unrelated: pnpm install error vs missing Control UI build assets." + }, + { + "left": "issue:66858", + "right": "issue:66860", + "accept": false, + "reason": "66860 is a specific sub-case of the broader continuity issue, not the same concrete bug." + }, + { + "left": "issue:65193", + "right": "issue:66004", + "accept": false, + "reason": "Cron runningAtMs TypeError and subagent frozenResultText null are different failures." + }, + { + "left": "issue:62574", + "right": "issue:67056", + "accept": false, + "reason": "Different areas: TTS provider registration vs image runtime header propagation." + }, + { + "left": "issue:51780", + "right": "issue:63189", + "accept": false, + "reason": "Both are UI-stuck symptoms, but one is a running indicator issue and the other is streaming lifecycle never ending." + }, + { + "left": "issue:66975", + "right": "issue:67247", + "accept": true, + "reason": "Same Telegram regression: native command/menu commands disappear after upgrade." + }, + { + "left": "issue:31570", + "right": "issue:37299", + "accept": false, + "reason": "Noisy overlap around commands, but one is user command execution and the other is cron list/run TypeError." + }, + { + "left": "issue:65362", + "right": "issue:66202", + "accept": true, + "reason": "Same Ollama regression: models become unavailable after upgrade." + }, + { + "left": "issue:66858", + "right": "issue:66861", + "accept": false, + "reason": "66861 is one scenario within the broader operator continuity report, not the same bug." + }, + { + "left": "issue:46012", + "right": "issue:68118", + "accept": false, + "reason": "Unrelated platform/plugin failures: macOS LaunchAgent load vs OpenRouter failure." + }, + { + "left": "issue:63704", + "right": "issue:66988", + "accept": true, + "reason": "Same Config UI raw-mode bug: switching raw/form is broken and raw snapshot state collapses to null." + }, + { + "left": "issue:67414", + "right": "issue:68851", + "accept": false, + "reason": "Both concern image handling, but one is preview/reprocessing and the other is silent send failure." + }, + { + "left": "issue:63718", + "right": "issue:63723", + "accept": true, + "reason": "Exact same Gateway WS one-way timeout/routing issue." + }, + { + "left": "issue:67150", + "right": "issue:67353", + "accept": false, + "reason": "Related onboarding flow, but the concrete failure differs: channel selection stuck vs trim/undefined error." + }, + { + "left": "issue:31412", + "right": "issue:66946", + "accept": false, + "reason": "Different UI bugs: strange New Job section behavior vs Control UI route duplication/404." + }, + { + "left": "issue:67454", + "right": "issue:67907", + "accept": true, + "reason": "Same OpenRouter failure mode: probe succeeds but generated assistant payloads are empty/stopped." + }, + { + "left": "issue:30922", + "right": "issue:53934", + "accept": false, + "reason": "Completely different bugs: hardcoded version display vs corrupted URL text in web UI." + }, + { + "left": "issue:30314", + "right": "issue:62819", + "accept": false, + "reason": "Titles only show related cron announce delivery failures, but the concrete targets differ (Feishu group chats vs QQ channel/isolated-session behavior), so the same underlying bug is not established." + }, + { + "left": "issue:53739", + "right": "issue:67342", + "accept": false, + "reason": "Unrelated: Feishu MI messages after plugin upgrade vs BlueBubbles runtime initialization." + }, + { + "left": "issue:64566", + "right": "issue:65100", + "accept": false, + "reason": "Same provider family, but one is docs/schema mismatch and the other is runtime schema/code mismatch; not clearly the same concrete bug." + }, + { + "left": "issue:53485", + "right": "issue:67936", + "accept": false, + "reason": "Different symptoms: web chat record loss after update vs Matrix channel startup failure." + }, + { + "left": "issue:53318", + "right": "issue:53656", + "accept": false, + "reason": "Both are Feishu message-tool/schema issues, but one is card/filepath incompatibility and the other is pure-media send rejection; too broad to merge." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "Most of the pair judgments are conservative, but one accepted soft edge is overstated: issue:30314 vs issue:62819. The packet only shows both as cron announce delivery failures, but one is Feishu group chats and the other is QQ channel / isolated session behavior, so the evidence is not strong enough to call them the same bug from titles alone. Because the summary also labels these as a clear duplicate, I can\u2019t accept it as fully grounded." + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 37, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:31412", + "issue:32812", + "issue:32892", + "issue:33119", + "issue:33561", + "issue:33580", + "issue:34513", + "issue:35523", + "issue:37322", + "issue:46012", + "issue:51056", + "issue:51432", + "issue:53425", + "issue:53648", + "issue:53739", + "issue:53934", + "issue:55272", + "issue:57131", + "issue:62541", + "issue:63752", + "issue:64003", + "issue:64026", + "issue:64194", + "issue:64244", + "issue:64602", + "issue:64861", + "issue:65281", + "issue:65347", + "issue:65424", + "issue:65786", + "issue:66004", + "issue:66048", + "issue:66124", + "issue:66131", + "issue:66227", + "issue:66251", + "issue:66260", + "issue:66619", + "issue:66641", + "issue:66937", + "issue:67056", + "issue:67261", + "issue:67487", + "issue:67875", + "issue:67907", + "issue:68163", + "issue:68642" + ], + "soft_pairs": [ + "issue:64194|issue:65786", + "issue:64003|issue:64602", + "issue:32812|issue:62541", + "issue:33119|issue:65281", + "issue:53648|issue:53934", + "issue:66619|issue:67261", + "issue:66004|issue:66641", + "issue:64861|issue:65347", + "issue:31412|issue:67487", + "issue:55272|issue:66124", + "issue:32892|issue:51432", + "issue:33561|issue:33580", + "issue:37322|issue:64026", + "issue:51056|issue:63752", + "issue:66048|issue:67875", + "issue:53425|issue:53739", + "issue:66227|issue:68642", + "issue:34513|issue:35523", + "issue:67907|issue:68163", + "issue:66251|issue:66260", + "issue:66937|issue:67056", + "issue:46012|issue:57131", + "issue:64244|issue:65424", + "issue:66124|issue:66131" + ], + "prepared_review_unit_hash": "1b63d3a8e561812394fac29c175a650b01ad39398a082251084483d7e2d04d3a", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 24, + "serialized_chars": 34496, + "estimated_input_tokens": 8624, + "estimated_eval_tokens": 17504 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This cluster is mostly heterogeneous: UI rendering issues, provider auth failures, gateway/macOS config bugs, and CLI hangs are all mixed together. Only a few soft pairs look like true duplicates with the same underlying code path: memory-core dreaming/idempotencyKey, TUI message rendering after restart, CLI exit hang, and OpenRouter agent silence.", + "confidence": 0.88, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": "issue:64003 is the strongest representative of the only clear duplicate subcluster: 64602 repeats the same memory-core dreaming failure caused by a missing idempotencyKey.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:64194", + "right": "issue:65786", + "accept": false, + "reason": "Both are upgrade/config problems, but they affect different channels (WhatsApp/Telegram vs Feishu) and different failure modes." + }, + { + "left": "issue:64003", + "right": "issue:64602", + "accept": true, + "reason": "Same underlying memory-core/dreaming bug: both describe failing narrative generation because idempotencyKey is missing/required." + }, + { + "left": "issue:32812", + "right": "issue:62541", + "accept": false, + "reason": "Different workflows: dashboard save problem vs agent creation after enabling dreaming config." + }, + { + "left": "issue:33119", + "right": "issue:65281", + "accept": false, + "reason": "Both involve images in Control UI, but one is display of received attachments and the other is paste/send not working." + }, + { + "left": "issue:53648", + "right": "issue:53934", + "accept": false, + "reason": "Both are UI text/URL handling issues, but the symptoms and likely code paths are different." + }, + { + "left": "issue:66619", + "right": "issue:67261", + "accept": false, + "reason": "Both crash on undefined properties, but in unrelated areas (Telegram setup vs Venice model response parsing)." + }, + { + "left": "issue:66004", + "right": "issue:66641", + "accept": false, + "reason": "Unrelated bugs: subagent timeout/frozen result vs installer crash after channel selection." + }, + { + "left": "issue:64861", + "right": "issue:65347", + "accept": false, + "reason": "Both mention OpenAI Codex OAuth failures, but the reported failures differ enough that the concrete bug is not clearly the same." + }, + { + "left": "issue:31412", + "right": "issue:67487", + "accept": false, + "reason": "Cron job UI behavior and image-upload display are unrelated." + }, + { + "left": "issue:55272", + "right": "issue:66124", + "accept": false, + "reason": "Different Control UI config issues: runtime model display vs dreaming config write/validation." + }, + { + "left": "issue:32892", + "right": "issue:51432", + "accept": false, + "reason": "Both mention openai-codex model/auth concerns, but one is missing provider plugins and the other is a model fallback/name issue." + }, + { + "left": "issue:33561", + "right": "issue:33580", + "accept": false, + "reason": "Both are messaging-extension sendMedia/sendText bugs, but they affect different platforms and different fallback logic." + }, + { + "left": "issue:37322", + "right": "issue:64026", + "accept": false, + "reason": "Both are no-body provider errors, but one is a 404 in tui/web and the other is a 400 for llama.cpp/gemma4." + }, + { + "left": "issue:51056", + "right": "issue:63752", + "accept": false, + "reason": "Different providers and different auth causes: OpenRouter missing header vs Anthropic missing API key." + }, + { + "left": "issue:66048", + "right": "issue:67875", + "accept": false, + "reason": "Both mutate config on restart, but one flattens openclaw.json/$include and the other appends /v1 to models.json baseUrl." + }, + { + "left": "issue:53425", + "right": "issue:53739", + "accept": false, + "reason": "Different regressions: Codex tools-name validation vs Feishu messaging after plugin install." + }, + { + "left": "issue:66227", + "right": "issue:68642", + "accept": true, + "reason": "Same CLI exit/hang family: 68642 broadens the hang-after-output behavior described in 66227 to essentially all commands." + }, + { + "left": "issue:34513", + "right": "issue:35523", + "accept": true, + "reason": "Same TUI rendering failure: assistant messages stop appearing until restart." + }, + { + "left": "issue:67907", + "right": "issue:68163", + "accept": true, + "reason": "Same OpenRouter regression: onboarding/probe succeeds but the agent produces no usable output / appears silent." + }, + { + "left": "issue:66251", + "right": "issue:66260", + "accept": false, + "reason": "66251 is a tracking issue; 66260 is a specific gateway startup harness bug, so they are not the same underlying artifact." + }, + { + "left": "issue:66937", + "right": "issue:67056", + "accept": false, + "reason": "Different model/runtime concerns: skipping LM Studio API key vs preserving headers for custom OpenAI-compatible image runtime." + }, + { + "left": "issue:46012", + "right": "issue:57131", + "accept": false, + "reason": "Both are macOS gateway/launchctl issues, but one is LaunchAgent not loaded after update and the other is stop behavior using bootout instead of stop." + }, + { + "left": "issue:64244", + "right": "issue:65424", + "accept": false, + "reason": "Both concern MiniMax images, but one is routing to the wrong endpoint and the other drops image attachments in chat.send." + }, + { + "left": "issue:66124", + "right": "issue:66131", + "accept": false, + "reason": "Both are config-validation problems, but they involve different plugin-entry writes and different failure modes." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet and stays conservative. The accepted pairs are supported by close title-level overlap (especially the memory-core/idempotencyKey, TUI rendering, CLI hang, and OpenRouter silence cases), and the rejections avoid overstating weaker similarities." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 38, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:29363", + "issue:29367", + "issue:30689", + "issue:31119", + "issue:32833", + "issue:33239", + "issue:33880", + "issue:35556", + "issue:36088", + "issue:36830", + "issue:37028", + "issue:37546", + "issue:46012", + "issue:47563", + "issue:53138", + "issue:53335", + "issue:53739", + "issue:62904", + "issue:63092", + "issue:63184", + "issue:63609", + "issue:63752", + "issue:64274", + "issue:64282", + "issue:64900", + "issue:65078", + "issue:65090", + "issue:65208", + "issue:65362", + "issue:65590", + "issue:66004", + "issue:66500", + "issue:66619", + "issue:66624", + "issue:66728", + "issue:66940", + "issue:66975", + "issue:66988", + "issue:67261", + "issue:67291", + "issue:67422", + "issue:67806", + "issue:67919", + "issue:67926", + "issue:68027", + "issue:68076", + "issue:68261", + "issue:68642" + ], + "soft_pairs": [ + "issue:29363|issue:29367", + "issue:62904|issue:63184", + "issue:68076|issue:68261", + "issue:35556|issue:66500", + "issue:65078|issue:66975", + "issue:46012|issue:47563", + "issue:65590|issue:66940", + "issue:64900|issue:68027", + "issue:33880|issue:53739", + "issue:66619|issue:67291", + "issue:37546|issue:53335", + "issue:63609|issue:68642", + "issue:66988|issue:67926", + "issue:65090|issue:65208", + "issue:30689|issue:31119", + "issue:66728|issue:67291", + "issue:63092|issue:67919", + "issue:36088|issue:36830", + "issue:66004|issue:66624", + "issue:33239|issue:37028", + "issue:66624|issue:67261", + "issue:63752|issue:64274", + "issue:64282|issue:65362", + "issue:67422|issue:67806", + "issue:32833|issue:53138" + ], + "prepared_review_unit_hash": "966f76b240430735c06e94f0d8b6b2e5aceea0cfc1e1248a7a0030fe416ad033", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 25, + "serialized_chars": 35175, + "estimated_input_tokens": 8794, + "estimated_eval_tokens": 17844 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Mostly issue-to-issue duplicate candidates around the same concrete failures: onboarding trim crash, Telegram setup src-path crash, stale version UI, browser/CDP launch detection, raw-mode snapshot regression, and CLI hangs. A few are only broad subsystem neighbors and should stay separate.", + "confidence": 0.84, + "canonical_issue_reason": "Issue 67291 is the strongest representative for the shared onboarding crash cluster: it has the clearest symptom, the most discussion, and directly captures the core \"Cannot read properties of undefined (reading 'trim')\" failure that the related reports point to.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 67291 is the best global issue target because it is the most complete and actionable report for the shared onboarding/trim regression, with enough detail to anchor duplicates.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:29363", + "right": "issue:29367", + "accept": false, + "reason": "Both involve subagent/workspace behavior, but one is about file injection contents and the other about default workspace inheritance; related area, not the same bug." + }, + { + "left": "issue:62904", + "right": "issue:63184", + "accept": true, + "reason": "Both describe the same Telegram extension setup failure from a non-existent src/ path in v2026.4.7." + }, + { + "left": "issue:68076", + "right": "issue:68261", + "accept": true, + "reason": "Both point to the same incomplete-turn / stopReason=stop / payloads=0 failure that surfaces as a blank or errored response." + }, + { + "left": "issue:35556", + "right": "issue:66500", + "accept": false, + "reason": "Different Feishu problems: one is message sending after card messages, the other is mojibake while saving inbound media filenames." + }, + { + "left": "issue:65078", + "right": "issue:66975", + "accept": false, + "reason": "Both are Telegram-related, but one is transcript visibility and the other is disappearing bot commands; different symptoms and code paths." + }, + { + "left": "issue:46012", + "right": "issue:47563", + "accept": false, + "reason": "Unrelated update failures: LaunchAgent not loading versus a macOS arm64 sharp build error." + }, + { + "left": "issue:65590", + "right": "issue:66940", + "accept": false, + "reason": "Both are streamable-http header issues, but one is generic custom-header forwarding and the other is a missing Accept header; too different to treat as one bug." + }, + { + "left": "issue:64900", + "right": "issue:68027", + "accept": true, + "reason": "Both report a false-negative 'profile not running' check despite healthy CDP targets/websocket access on browser profiles." + }, + { + "left": "issue:33880", + "right": "issue:53739", + "accept": false, + "reason": "Different messaging integrations and failure modes; they do not look like the same underlying bug." + }, + { + "left": "issue:66619", + "right": "issue:67291", + "accept": true, + "reason": "Both are the same onboarding/configure-channel trim crash, with 67291 giving the fuller reproduction and skip-path detail." + }, + { + "left": "issue:37546", + "right": "issue:53335", + "accept": false, + "reason": "One is a message-ordering conflict, the other is /new spawning a subagent instead of resetting; related session UX but not the same defect." + }, + { + "left": "issue:63609", + "right": "issue:68642", + "accept": true, + "reason": "Both describe the same CLI hang regression, with commands stalling indefinitely and eventually being killed." + }, + { + "left": "issue:66988", + "right": "issue:67926", + "accept": true, + "reason": "Both report the same raw-mode/snapshot regression where raw text cannot be preserved and the UI falls back to form mode." + }, + { + "left": "issue:65090", + "right": "issue:65208", + "accept": true, + "reason": "Same browser launch/CDP problem on macOS: the remote-debugging setup leads to unreachable websocket / false unhealthy state." + }, + { + "left": "issue:30689", + "right": "issue:31119", + "accept": true, + "reason": "Both are the same stale dashboard version display after update/npm upgrade." + }, + { + "left": "issue:66728", + "right": "issue:67291", + "accept": true, + "reason": "Both are the onboarding channel-selection trim crash; 67291 is just the more detailed report." + }, + { + "left": "issue:63092", + "right": "issue:67919", + "accept": false, + "reason": "Both mention bridge-mode zero artifacts, but the reported causes differ enough (memory-core import vs active slot plugin loading) to stay separate." + }, + { + "left": "issue:36088", + "right": "issue:36830", + "accept": false, + "reason": "Both are TUI issues, but one is a route error and the other is keyboard handling; not the same bug." + }, + { + "left": "issue:66004", + "right": "issue:66624", + "accept": false, + "reason": "Completely different failures: subagent timeout/frozen result versus onboarding trim crash." + }, + { + "left": "issue:33239", + "right": "issue:37028", + "accept": true, + "reason": "Same Feishu plugin duplicate-registration/loading problem, with one issue describing the install warning and the other the resulting Gateway crash." + }, + { + "left": "issue:66624", + "right": "issue:67261", + "accept": false, + "reason": "Different crash sites and causes: channel-selection trim error versus missing id/status in Venice responses." + }, + { + "left": "issue:63752", + "right": "issue:64274", + "accept": false, + "reason": "Both touch auth profile resolution, but they involve different providers and different symptoms; not clearly the same underlying bug." + }, + { + "left": "issue:64282", + "right": "issue:65362", + "accept": false, + "reason": "Unrelated update problem versus Ollama model discovery failure." + }, + { + "left": "issue:67422", + "right": "issue:67806", + "accept": false, + "reason": "Both are UI refresh/rendering complaints, but one is webchat streaming and the other is control-ui message rendering; too broad to merge." + }, + { + "left": "issue:32833", + "right": "issue:53138", + "accept": false, + "reason": "Different plugin install issues affecting different plugins and failure modes." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The clustering is well grounded in the packet and stays mostly conservative. The canonical issue choice (67291) is supported by its fuller symptom/repro and higher discussion activity, and the accepted duplicate pairs line up with the issue titles and shared failure modes without obvious overreach. The non-duplicates are also reasonably cautious." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 39, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:30025", + "issue:31442", + "issue:31544", + "issue:32678", + "issue:32892", + "issue:33166", + "issue:33256", + "issue:33880", + "issue:34249", + "issue:34659", + "issue:35254", + "issue:36088", + "issue:36830", + "issue:51558", + "issue:52173", + "issue:52482", + "issue:52773", + "issue:53317", + "issue:53365", + "issue:53485", + "issue:53498", + "issue:53876", + "issue:55276", + "issue:55813", + "issue:62049", + "issue:62541", + "issue:63314", + "issue:64194", + "issue:64351", + "issue:64860", + "issue:64916", + "issue:64975", + "issue:65078", + "issue:65117", + "issue:65201", + "issue:65665", + "issue:65701", + "issue:66325", + "issue:66643", + "issue:66937", + "issue:66975", + "issue:67342", + "issue:67425", + "issue:67454", + "issue:67907", + "issue:67949", + "issue:68165", + "issue:68707" + ], + "soft_pairs": [ + "issue:32892|issue:36830", + "issue:52173|issue:52482", + "issue:66325|issue:66643", + "issue:53365|issue:67949", + "issue:64860|issue:64975", + "issue:34249|issue:62541", + "issue:51558|issue:52773", + "issue:53498|issue:68165", + "issue:66975|issue:67342", + "issue:65078|issue:67342", + "issue:32678|issue:35254", + "issue:53317|issue:53876", + "issue:67425|issue:67907", + "issue:31544|issue:66937", + "issue:33256|issue:55813", + "issue:31442|issue:33880", + "issue:30025|issue:33166", + "issue:63314|issue:65117", + "issue:65701|issue:68707", + "issue:55276|issue:65665", + "issue:64351|issue:65078", + "issue:64916|issue:67454", + "issue:53485|issue:64194", + "issue:34659|issue:36088", + "issue:62049|issue:65201" + ], + "prepared_review_unit_hash": "ce992075376435c653f696e80f27126c05f9afeecd313a47654f0ffddc5418d9", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 25, + "serialized_chars": 35221, + "estimated_input_tokens": 8806, + "estimated_eval_tokens": 17868 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Mostly a heterogeneous set of unrelated bug reports. Only two soft pairs look like true duplicates: the OpenRouter/embedded payloads=0 failure and the WhatsApp media-send hasMedia:false bug. The remaining pairs are only loosely related by subsystem or wording.", + "confidence": 0.74, + "canonical_issue_reason": "No single canonical issue cleanly covers this cluster because the items span multiple unrelated bugs; the clearest duplicate theme is the OpenRouter embedded payloads=0 failure (67425/67907).", + "canonical_pr_reason": null, + "best_issue_reason": "issue:67425 is the strongest representative issue: it describes the concrete embedded/OpenRouter failure mode in detail and matches issue:67907 closely.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:32892", + "right": "issue:36830", + "accept": false, + "reason": "Different bugs: provider-plugin login failure vs TUI keyboard handling regression." + }, + { + "left": "issue:52173", + "right": "issue:52482", + "accept": false, + "reason": "Both mention provider prefixes, but they affect different UIs and don't clearly share the same concrete code path." + }, + { + "left": "issue:66325", + "right": "issue:66643", + "accept": false, + "reason": "Not the same bug/change; these are unrelated Chinese-language requests/issues." + }, + { + "left": "issue:53365", + "right": "issue:67949", + "accept": false, + "reason": "Completely different failures: weixin login QR-code/function error vs Ollama model inference mismatch." + }, + { + "left": "issue:64860", + "right": "issue:64975", + "accept": false, + "reason": "Same broad scenario-pack theme, but one is an extension lookup after update and the other is CLI completion; insufficient evidence of one underlying bug." + }, + { + "left": "issue:34249", + "right": "issue:62541", + "accept": false, + "reason": "Different agent-creation problems with no shared concrete failure mode." + }, + { + "left": "issue:51558", + "right": "issue:52773", + "accept": false, + "reason": "Both are WhatsApp listener issues, but one is handler access and the other is listener death after upgrade; not clearly the same bug." + }, + { + "left": "issue:53498", + "right": "issue:68165", + "accept": false, + "reason": "Different integrations and different failures; no common underlying change." + }, + { + "left": "issue:66975", + "right": "issue:67342", + "accept": false, + "reason": "Unrelated products: Telegram bot commands disappearing vs BlueBubbles gateway startup failure." + }, + { + "left": "issue:65078", + "right": "issue:67342", + "accept": false, + "reason": "Different subsystems and symptoms; no shared code-path evidence." + }, + { + "left": "issue:32678", + "right": "issue:35254", + "accept": false, + "reason": "Both are routing issues, but they involve different platforms (Feishu vs Discord/TUI) and likely different code paths." + }, + { + "left": "issue:53317", + "right": "issue:53876", + "accept": false, + "reason": "Token cache overwrite on startup is not the same as Telegram channel config becoming not configured after upgrade." + }, + { + "left": "issue:67425", + "right": "issue:67907", + "accept": true, + "reason": "Same embedded/OpenRouter failure pattern: probe succeeds but agent/embedded returns payloads=0 / abandoned/stop behavior." + }, + { + "left": "issue:31544", + "right": "issue:66937", + "accept": false, + "reason": "One is an unhelpful warning UI, the other is a provider requirement/skip-api-key behavior; different bugs." + }, + { + "left": "issue:33256", + "right": "issue:55813", + "accept": false, + "reason": "Different versioned regressions with no concrete shared failure mode." + }, + { + "left": "issue:31442", + "right": "issue:33880", + "accept": false, + "reason": "Installation/version mismatch vs WhatsApp group-session spawning; unrelated." + }, + { + "left": "issue:30025", + "right": "issue:33166", + "accept": false, + "reason": "Connection error in embedded run vs pnpm install error; unrelated." + }, + { + "left": "issue:63314", + "right": "issue:65117", + "accept": true, + "reason": "Both describe the same WhatsApp outbound media bug: media is sent with hasMedia:false and fails silently." + }, + { + "left": "issue:65701", + "right": "issue:68707", + "accept": false, + "reason": "Duplicate Telegram messages vs missing include_usage in openai-completions are different bugs." + }, + { + "left": "issue:55276", + "right": "issue:65665", + "accept": false, + "reason": "Both mention paths/files, but one is garbled path capping and the other is stale image data; different underlying issues." + }, + { + "left": "issue:64351", + "right": "issue:65078", + "accept": false, + "reason": "Sidecar auto-start failure and Telegram transcript visibility are unrelated." + }, + { + "left": "issue:64916", + "right": "issue:67454", + "accept": false, + "reason": "Empty message after image send is not the same as OpenRouter returning empty assistant payloads across channels." + }, + { + "left": "issue:53485", + "right": "issue:64194", + "accept": false, + "reason": "Lost web-chat records after update vs WhatsApp/Telegram config lost on restart; similar wording but different data and root cause." + }, + { + "left": "issue:34659", + "right": "issue:36088", + "accept": false, + "reason": "TUI reply rendering issue vs TUI route error; not the same code-path problem." + }, + { + "left": "issue:62049", + "right": "issue:65201", + "accept": false, + "reason": "Both are false-positive warnings, but they concern different checks and different configuration state." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is well grounded in the packet and stays conservative on the soft edges. The two accepted pairs (67425/67907 and 63314/65117) are strongly supported by the titles and issue descriptions, while the rest are appropriately rejected as only loosely related or clearly different bugs. No overstatement of evidence detected." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 40, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:31442", + "issue:31570", + "issue:32678", + "issue:32892", + "issue:33119", + "issue:34324", + "issue:34377", + "issue:36088", + "issue:36182", + "issue:37142", + "issue:37322", + "issue:51809", + "issue:52173", + "issue:53365", + "issue:53397", + "issue:53425", + "issue:53582", + "issue:53628", + "issue:53666", + "issue:53739", + "issue:53907", + "issue:53955", + "issue:63461", + "issue:63534", + "issue:64292", + "issue:64319", + "issue:64351", + "issue:64528", + "issue:64602", + "issue:64775", + "issue:64802", + "issue:64841", + "issue:65281", + "issue:65309", + "issue:65455", + "issue:66153", + "issue:66202", + "issue:66516", + "issue:66582", + "issue:66975", + "issue:67342", + "issue:67653", + "issue:67687", + "issue:67907", + "issue:68074", + "issue:68520", + "issue:68623", + "issue:68656" + ], + "soft_pairs": [ + "issue:36182|issue:37142", + "issue:51809|issue:52173", + "issue:67907|issue:68520", + "issue:63461|issue:65281", + "issue:53397|issue:64841", + "issue:34324|issue:34377", + "issue:53425|issue:53907", + "issue:53582|issue:66153", + "issue:64528|issue:68623", + "issue:67653|issue:68656", + "issue:32678|issue:67687", + "issue:53628|issue:53739", + "issue:36088|issue:64775", + "issue:66202|issue:66975", + "issue:65309|issue:66516", + "issue:53907|issue:67342", + "issue:31442|issue:53365", + "issue:33119|issue:65455", + "issue:64292|issue:64351", + "issue:63534|issue:64802", + "issue:65309|issue:66582", + "issue:31570|issue:37322", + "issue:32892|issue:64319", + "issue:64602|issue:68074", + "issue:53666|issue:53955" + ], + "prepared_review_unit_hash": "5a60443d1ad1403dbb50319ce81a37edc4fb7a4d65932a2a885e0b6ac4d44dca", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 25, + "serialized_chars": 34866, + "estimated_input_tokens": 8717, + "estimated_eval_tokens": 17690 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This set is not one unified duplicate cluster; it contains several unrelated bug families. Only a few soft pairs look like the same underlying issue, mainly around reply fan-out, model-prefix switching, OpenRouter empty responses, and Active Memory timeouts.", + "confidence": 0.9, + "canonical_issue_reason": "No single canonical issue fits the whole set because the items span multiple distinct bugs rather than one shared root cause.", + "canonical_pr_reason": null, + "best_issue_reason": "No global best issue across the full set; the closest true duplicates live in separate mini-clusters, so a single representative would be misleading.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:36182", + "right": "issue:37142", + "accept": false, + "reason": "Both are provider auth errors, but one is Perplexity Search via OpenRouter and the other is MiniMax anthropic-messages; different providers and failure paths." + }, + { + "left": "issue:51809", + "right": "issue:52173", + "accept": true, + "reason": "Same dashboard model-switcher bug: wrong provider prefix is attached when selecting/switching non-Anthropic models." + }, + { + "left": "issue:67907", + "right": "issue:68520", + "accept": true, + "reason": "Both report OpenRouter returning empty/zero-payload responses around 2026.4.14-15; one just frames it via probe vs agent execution." + }, + { + "left": "issue:63461", + "right": "issue:65281", + "accept": false, + "reason": "Both involve media/image sending, but one is CLI WhatsApp --media and the other is Control UI webchat paste/send; different surfaces and likely different bugs." + }, + { + "left": "issue:53397", + "right": "issue:64841", + "accept": false, + "reason": "Both mention config validation, but the failing schema fields are different and the symptoms are unrelated." + }, + { + "left": "issue:34324", + "right": "issue:34377", + "accept": true, + "reason": "Same cross-surface duplicate-delivery bug: WebChat/Control UI replies are incorrectly fanning out to Telegram." + }, + { + "left": "issue:53425", + "right": "issue:53907", + "accept": false, + "reason": "Both are upgrade-related, but one is OAuth/openai-codex tool-name validation and the other is WhatsApp breakage; no shared code-path." + }, + { + "left": "issue:53582", + "right": "issue:66153", + "accept": false, + "reason": "Both involve self-mode/loop behavior, but iMessage self-chat NO_REPLY and WhatsApp self mode with Meta AI are different integrations and symptoms." + }, + { + "left": "issue:64528", + "right": "issue:68623", + "accept": false, + "reason": "Both touch isolated agent sessions, but one is workspace isolation and the other is MCP subprocess cleanup; related area, different bug." + }, + { + "left": "issue:67653", + "right": "issue:68656", + "accept": false, + "reason": "Both are Windows startup slowness reports, but they describe different startup stages and no clear same code-path is shown." + }, + { + "left": "issue:32678", + "right": "issue:67687", + "accept": false, + "reason": "Both are Feishu-related routing issues, but one is plugin bindings routing everything to the main agent while the other is requireMention filtering for group messages." + }, + { + "left": "issue:53628", + "right": "issue:53739", + "accept": false, + "reason": "Different problems: XDG_CONFIG_HOME expansion during skill install versus Feishu messages failing after adding memory-lancedb." + }, + { + "left": "issue:36088", + "right": "issue:64775", + "accept": false, + "reason": "One is a TUI route error and the other is Codex OAuth setup failure; unrelated failures." + }, + { + "left": "issue:66202", + "right": "issue:66975", + "accept": false, + "reason": "One is Ollama models becoming unavailable after upgrade; the other is Telegram bot commands disappearing. Different subsystems." + }, + { + "left": "issue:65309", + "right": "issue:66516", + "accept": true, + "reason": "Both describe Active Memory causing long stalls/timeouts in chat turns; same underlying timeout regression." + }, + { + "left": "issue:53907", + "right": "issue:67342", + "accept": false, + "reason": "WhatsApp breakage after upgrade versus BlueBubbles gateway runtime not initialized; different transports and failure modes." + }, + { + "left": "issue:31442", + "right": "issue:53365", + "accept": false, + "reason": "One is an installation version mismatch; the other is a Weixin login/tmp-dir function error. No shared bug." + }, + { + "left": "issue:33119", + "right": "issue:65455", + "accept": false, + "reason": "Both are Control UI display issues, but one is image attachment rendering and the other is dream page layout/display. Different defects." + }, + { + "left": "issue:64292", + "right": "issue:64351", + "accept": false, + "reason": "One is a sessions_spawn permission/agentId rejection, the other is QMD sidecar auto-start failure; unrelated." + }, + { + "left": "issue:63534", + "right": "issue:64802", + "accept": false, + "reason": "One is a UI layout issue; the other is a Railway Docker image version/update request. Not duplicates." + }, + { + "left": "issue:65309", + "right": "issue:66582", + "accept": true, + "reason": "Same Active Memory timeout/stall issue, just described more generically in the second report." + }, + { + "left": "issue:31570", + "right": "issue:37322", + "accept": false, + "reason": "General command-execution failure versus 404 run error in tui/web; too little evidence of the same bug." + }, + { + "left": "issue:32892", + "right": "issue:64319", + "accept": false, + "reason": "One is openai-codex provider plugin discovery failing; the other is models auth showing GitHub authorization state. Different auth flows." + }, + { + "left": "issue:64602", + "right": "issue:68074", + "accept": false, + "reason": "Both are memory-core issues, but one is narrative generation idempotency and the other is cleanup permission scope; separate code paths." + }, + { + "left": "issue:53666", + "right": "issue:53955", + "accept": false, + "reason": "Both concern memory indexing after 2026.3.23-2, but one is a generic zero-chunks regression and the other is QMD-specific indexing/search emptiness." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet and stays conservative. It correctly avoids claiming a single cluster, and the accepted soft pairs are plausible duplicate mini-clusters rather than overstated matches." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 41, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:28222", + "issue:33166", + "issue:34659", + "issue:36056", + "issue:36270", + "issue:37028", + "issue:37548", + "issue:51432", + "issue:51656", + "issue:52186", + "issue:52265", + "issue:53425", + "issue:53907", + "issue:53934", + "issue:62574", + "issue:62985", + "issue:63026", + "issue:63124", + "issue:63422", + "issue:63609", + "issue:63641", + "issue:63816", + "issue:64111", + "issue:64174", + "issue:64194", + "issue:64352", + "issue:64852", + "issue:64860", + "issue:64932", + "issue:64939", + "issue:65078", + "issue:65083", + "issue:65165", + "issue:65394", + "issue:66635", + "issue:66641", + "issue:67247", + "issue:67261", + "issue:67394", + "issue:67619", + "issue:67901", + "issue:68163", + "issue:68261", + "issue:68436", + "issue:68479", + "issue:68520", + "issue:68540" + ], + "soft_pairs": [ + "issue:51656|issue:64111", + "issue:64352|issue:67394", + "issue:36056|issue:63641", + "issue:65165|issue:68540", + "issue:65083|issue:67901", + "issue:68261|issue:68436", + "issue:64174|issue:64852", + "issue:52186|issue:62574", + "issue:37028|issue:37548", + "issue:64860|issue:64932", + "issue:64939|issue:65394", + "issue:33166|issue:36270", + "issue:68163|issue:68520", + "issue:63816|issue:64352", + "issue:67619|issue:68479", + "issue:53934|issue:63026", + "issue:63609|issue:65078", + "issue:51432|issue:53425", + "issue:63124|issue:63422", + "issue:62985|issue:64194", + "issue:28222|issue:34659", + "issue:52265|issue:53907", + "issue:66635|issue:67394", + "issue:66641|issue:67261", + "issue:64194|issue:67247" + ], + "prepared_review_unit_hash": "dbf9e9fe499a594f6868f70c9d68d2a2bdb2bf6e0f812935bb109a08953e5d46", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 25, + "serialized_chars": 34676, + "estimated_input_tokens": 8669, + "estimated_eval_tokens": 17594 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Mostly unrelated bug reports with a few genuine duplicate families: OpenRouter blank responses, Feishu duplicate registration, QA scenario-pack pathing, WhatsApp media delivery, and exec-tool/CLI allowlist regressions. No single canonical issue spans the whole set.", + "confidence": 0.87, + "canonical_issue_reason": "No single canonical issue fits the whole cluster because the items break into multiple unrelated bug families rather than one underlying defect.", + "canonical_pr_reason": null, + "best_issue_reason": "No global best issue; any single issue would only represent one of several separate regressions.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:51656", + "right": "issue:64111", + "accept": false, + "reason": "Both involve image/vision handling, but one is wrong fallback routing and the other is Ollama vision access; not clearly the same bug." + }, + { + "left": "issue:64352", + "right": "issue:67394", + "accept": false, + "reason": "Both are WhatsApp media-related, but one is direct send dropping media while the other is group auto-reply delivery failure." + }, + { + "left": "issue:36056", + "right": "issue:63641", + "accept": false, + "reason": "Control UI origin restriction and missing `/prose` command are unrelated subsystems and symptoms." + }, + { + "left": "issue:65165", + "right": "issue:68540", + "accept": false, + "reason": "One is a generic image-support/config problem; the other is Feishu local-image upload rendering as text. Different bugs." + }, + { + "left": "issue:65083", + "right": "issue:67901", + "accept": true, + "reason": "Both describe bundled CLI commands being blocked by `plugins.allow`; this looks like the same allowlist regression." + }, + { + "left": "issue:68261", + "right": "issue:68436", + "accept": true, + "reason": "Both report OpenRouter returning empty/incomplete turns with payloads=0 on the same version range." + }, + { + "left": "issue:64174", + "right": "issue:64852", + "accept": false, + "reason": "Different providers and failure modes: OpenAI Codex 403 HTML vs Google Vertex 401 credentials missing." + }, + { + "left": "issue:52186", + "right": "issue:62574", + "accept": false, + "reason": "Different TTS provider issues; one is wrong playback/voice selection, the other is a provider not registered." + }, + { + "left": "issue:37028", + "right": "issue:37548", + "accept": true, + "reason": "Feishu duplicate registration and duplicate plugin-id warning are the same underlying registration collision." + }, + { + "left": "issue:64860", + "right": "issue:64932", + "accept": true, + "reason": "Both point to the QA scenario pack being missing/unresolvable after the 4.8/2026.4.10 update." + }, + { + "left": "issue:64939", + "right": "issue:65394", + "accept": false, + "reason": "Audio transcription failures, but one is Groq multipart serialization-specific while the other spans multiple providers with a different symptom." + }, + { + "left": "issue:33166", + "right": "issue:36270", + "accept": false, + "reason": "`pnpm install` error and HTTP 401 invalid authentication are unrelated." + }, + { + "left": "issue:68163", + "right": "issue:68520", + "accept": true, + "reason": "Both describe the OpenRouter path returning no usable output on 2026.4.15, with the agent appearing silent/empty." + }, + { + "left": "issue:63816", + "right": "issue:64352", + "accept": true, + "reason": "Both are the same WhatsApp media-delivery regression: message reports success but the media never reaches the recipient." + }, + { + "left": "issue:67619", + "right": "issue:68479", + "accept": false, + "reason": "Lost chat context after session switching and cron sessions losing the message tool are different state/tool-access bugs." + }, + { + "left": "issue:53934", + "right": "issue:63026", + "accept": false, + "reason": "A URL corruption bug and a control-panel file-upload routing bug are unrelated." + }, + { + "left": "issue:63609", + "right": "issue:65078", + "accept": false, + "reason": "Generic CLI SIGKILL/hang versus Telegram transcript visibility in Web UI are unrelated issues." + }, + { + "left": "issue:51432", + "right": "issue:53425", + "accept": false, + "reason": "Model resolution fallback and invalid tools[*].name schema errors are different OpenAI Codex regressions." + }, + { + "left": "issue:63124", + "right": "issue:63422", + "accept": true, + "reason": "Both are exec-tool regressions after the 2026.4.8 update, affecting command execution in the same path." + }, + { + "left": "issue:62985", + "right": "issue:64194", + "accept": false, + "reason": "Multi-account config error and config loss on restart are related only broadly to configuration, not the same bug." + }, + { + "left": "issue:28222", + "right": "issue:34659", + "accept": false, + "reason": "Built-in diagnostics plugin failure and openclaw TUI reply display are unrelated." + }, + { + "left": "issue:52265", + "right": "issue:53907", + "accept": false, + "reason": "CLI handshake timeout and WhatsApp upgrade breakage are unrelated." + }, + { + "left": "issue:66635", + "right": "issue:67394", + "accept": false, + "reason": "Both involve WhatsApp auto-reply, but one is inline media handling and the other is group reply delivery; not the same concrete bug." + }, + { + "left": "issue:66641", + "right": "issue:67261", + "accept": false, + "reason": "Installer trim crash and Venice model response crash are unrelated code paths." + }, + { + "left": "issue:64194", + "right": "issue:67247", + "accept": false, + "reason": "Config loss on restart and Telegram native command menu disappearance are different regressions." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet and stays conservative on the soft edges. The accepted pairs look reasonably mergeable as same-bug families (OpenRouter blank outputs, Feishu duplicate registration, QA scenario-pack missing, WhatsApp media delivery, and exec-tool/allowlist regressions), while the rejected pairs are not overstated. No clear evidence of an aggressive or unsupported merge was found." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 42, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:30689", + "issue:31275", + "issue:32473", + "issue:32678", + "issue:32892", + "issue:33259", + "issue:33773", + "issue:34381", + "issue:35078", + "issue:35275", + "issue:36377", + "issue:36830", + "issue:53317", + "issue:53628", + "issue:53666", + "issue:53689", + "issue:53871", + "issue:59205", + "issue:59943", + "issue:62541", + "issue:62880", + "issue:62904", + "issue:63197", + "issue:63516", + "issue:63946", + "issue:64288", + "issue:64395", + "issue:65078", + "issue:65204", + "issue:65318", + "issue:65431", + "issue:65455", + "issue:65500", + "issue:65740", + "issue:65844", + "issue:65863", + "issue:66046", + "issue:66768", + "issue:67056", + "issue:67454", + "issue:67775", + "issue:67907", + "issue:68120", + "issue:68139", + "issue:68185", + "issue:68413", + "issue:68520" + ], + "soft_pairs": [ + "issue:35078|issue:36377", + "issue:63516|issue:64288", + "issue:63197|issue:63946", + "issue:53317|issue:53871", + "issue:59943|issue:65431", + "issue:30689|issue:33259", + "issue:53666|issue:68520", + "issue:65204|issue:65740", + "issue:33773|issue:36830", + "issue:53689|issue:68413", + "issue:62880|issue:62904", + "issue:66768|issue:67907", + "issue:67454|issue:68185", + "issue:32892|issue:65844", + "issue:65863|issue:68139", + "issue:59205|issue:66046", + "issue:62541|issue:67775", + "issue:35275|issue:64395", + "issue:32678|issue:34381", + "issue:31275|issue:53628", + "issue:65078|issue:65318", + "issue:67454|issue:68120", + "issue:65500|issue:67056", + "issue:32473|issue:65455" + ], + "prepared_review_unit_hash": "9eb7567ac99e69d1423002d7c8c7403d52165a9bdfa8fb109a3278cdf115dca4", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 24, + "serialized_chars": 34347, + "estimated_input_tokens": 8587, + "estimated_eval_tokens": 17430 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This set is not one single duplicate cluster; it splits into several small families. I accepted the pairs that appear to describe the same concrete regression (notably OpenRouter empty responses, Telegram polling stalls, mem0/jiti sqlite binding, and a couple of packaging/version-display regressions) and rejected the rest as only loosely related.", + "confidence": 0.81, + "canonical_issue_reason": "Issue 68120 is the clearest representative of the strongest duplicate family: it isolates the OpenRouter/OpenClaw path where chat completions return empty assistant messages while direct API calls still work, which also matches the nearby OpenRouter reports.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 68120 is the best overall issue candidate among this batch because it is the most concrete and actionable report of a duplicate-prone regression, with a direct-vs-app reproduction and a specific affected code path.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:35078", + "right": "issue:36377", + "accept": true, + "reason": "Same underlying mem0 failure: native sqlite3 bindings break under the Jiti loader, making the plugin unusable." + }, + { + "left": "issue:63516", + "right": "issue:64288", + "accept": true, + "reason": "Both report the Telegram polling runner stalling/stopping and causing missed or delayed delivery; same bug family." + }, + { + "left": "issue:63197", + "right": "issue:63946", + "accept": true, + "reason": "Same memory-wiki bridge/import regression: artifacts resolve to 0 and the memory capability is lost after restore/cache behavior." + }, + { + "left": "issue:53317", + "right": "issue:53871", + "accept": false, + "reason": "Both mention upgrade-related state problems, but one is OAuth token caching and the other is Telegram channel configuration; not the same bug." + }, + { + "left": "issue:59943", + "right": "issue:65431", + "accept": false, + "reason": "Both are image-tool/model-capability issues, but one is an 'Unknown model' resolution failure and the other is a capability validation error; too different to merge." + }, + { + "left": "issue:30689", + "right": "issue:33259", + "accept": true, + "reason": "Same stale-version-after-update symptom across dashboard/control UI, likely the same cached version display bug." + }, + { + "left": "issue:53666", + "right": "issue:68520", + "accept": false, + "reason": "These are unrelated regressions: memory index showing 0 chunks versus OpenRouter empty responses." + }, + { + "left": "issue:65204", + "right": "issue:65740", + "accept": false, + "reason": "Both involve Chrome startup/connectivity, but one cannot start Chrome at all while the other loses the CDP websocket after start; different failure modes." + }, + { + "left": "issue:33773", + "right": "issue:36830", + "accept": false, + "reason": "Completely different subsystems: memory/file operation issues versus TUI keyboard handling." + }, + { + "left": "issue:53689", + "right": "issue:68413", + "accept": false, + "reason": "Both mention moonshot/kimi-k2.5, but one is model-not-found and the other is turn timeouts/streaming delay; not the same concrete bug." + }, + { + "left": "issue:62880", + "right": "issue:62904", + "accept": true, + "reason": "Same Telegram extension packaging regression: published package is missing the src contents needed to load config/setup files." + }, + { + "left": "issue:66768", + "right": "issue:67907", + "accept": false, + "reason": "Both talk about empty turn payloads, but one is a generic container symptom and the other is a specific OpenRouter agent/embedded regression; not enough to merge." + }, + { + "left": "issue:67454", + "right": "issue:68185", + "accept": true, + "reason": "Same OpenRouter response-shape bug: both report empty/incomplete assistant payloads from the OpenRouter path." + }, + { + "left": "issue:32892", + "right": "issue:65844", + "accept": false, + "reason": "Both concern Codex/openai-codex auth, but one is plugin discovery failure and the other is profile collapse/auth.order fallout; different root causes." + }, + { + "left": "issue:65863", + "right": "issue:68139", + "accept": false, + "reason": "One is a missing docs entry, the other is broken localized provider links; both are docs-related but not the same issue." + }, + { + "left": "issue:59205", + "right": "issue:66046", + "accept": false, + "reason": "Both are 401s after update, but they affect different providers and likely different auth paths." + }, + { + "left": "issue:62541", + "right": "issue:67775", + "accept": false, + "reason": "Unrelated problems: dreaming-config agent creation failure versus MCP LAN reachability." + }, + { + "left": "issue:35275", + "right": "issue:64395", + "accept": false, + "reason": "Different messaging-channel bugs (Feishu persistent callbacks vs Weixin message limit), not the same underlying defect." + }, + { + "left": "issue:32678", + "right": "issue:34381", + "accept": false, + "reason": "One is Feishu binding routing misconfiguration; the other is bindings disappearing after Gateway restart. Related area, different bug." + }, + { + "left": "issue:31275", + "right": "issue:53628", + "accept": false, + "reason": "Session-memory hook on /new in Feishu is unrelated to XDG_CONFIG_HOME handling during skill install." + }, + { + "left": "issue:65078", + "right": "issue:65318", + "accept": false, + "reason": "Both involve Gemini CLI / Telegram, but one is transcript visibility and the other is OAuth orphaning; not the same code-path bug." + }, + { + "left": "issue:67454", + "right": "issue:68120", + "accept": true, + "reason": "Same underlying OpenRouter empty-response regression; 68120 is just the more specific main-chat reproduction." + }, + { + "left": "issue:65500", + "right": "issue:67056", + "accept": false, + "reason": "Model list visibility and provider-header preservation are distinct issues." + }, + { + "left": "issue:32473", + "right": "issue:65455", + "accept": false, + "reason": "These are different Control UI problems: secure-context/device-identity enforcement versus a UI display issue." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet. The accepted soft pairs are all tightly aligned by title/body symptoms (mem0/jiti sqlite binding regression, Telegram polling stall, memory-wiki 0 artifacts, packaging/version-display regressions, and the OpenRouter empty/incomplete payload family). The rejections are appropriately conservative where the issues only share a broad subsystem or symptom but differ in concrete failure mode. No obvious overstatement beyond the evidence in the packet." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 43, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:30316", + "issue:30689", + "issue:32473", + "issue:32833", + "issue:32913", + "issue:34271", + "issue:34324", + "issue:34659", + "issue:35859", + "issue:35860", + "issue:36431", + "issue:48479", + "issue:49264", + "issue:49885", + "issue:50537", + "issue:51809", + "issue:51815", + "issue:52175", + "issue:52265", + "issue:52488", + "issue:53386", + "issue:53753", + "issue:53798", + "issue:57072", + "issue:62089", + "issue:62844", + "issue:63422", + "issue:63816", + "issue:64174", + "issue:64244", + "issue:64282", + "issue:64775", + "issue:64841", + "issue:65093", + "issue:65208", + "issue:65529", + "issue:66633", + "issue:66635", + "issue:66946", + "issue:66975", + "issue:67084", + "issue:67250", + "issue:67358", + "issue:67775", + "issue:68056", + "issue:68587", + "issue:68642" + ], + "soft_pairs": [ + "issue:30316|issue:53798", + "issue:30689|issue:32913", + "issue:63816|issue:66635", + "issue:64174|issue:66633", + "issue:57072|issue:67084", + "issue:62089|issue:67250", + "issue:34324|issue:36431", + "issue:34271|issue:53386", + "issue:32833|issue:51815", + "issue:35859|issue:35860", + "issue:52175|issue:65529", + "issue:52265|issue:68642", + "issue:66635|issue:68056", + "issue:63422|issue:64244", + "issue:48479|issue:49885", + "issue:65093|issue:65208", + "issue:32473|issue:66946", + "issue:64282|issue:64775", + "issue:49264|issue:50537", + "issue:67775|issue:68587", + "issue:51809|issue:53753", + "issue:62844|issue:67358", + "issue:34659|issue:52488", + "issue:64841|issue:66975" + ], + "prepared_review_unit_hash": "1c93125bc6e21b1eb914a64b64ff09361dba50dd4839dfb64f895bcc638aa7c0", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 24, + "serialized_chars": 34067, + "estimated_input_tokens": 8517, + "estimated_eval_tokens": 17290 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Mostly a mixed cluster of unrelated bug reports. I only see two strong duplicate pairs: Chrome-on-macOS remote debugging launch issues, and Control UI model-picker provider/model formatting issues.", + "confidence": 0.88, + "canonical_issue_reason": "No single canonical issue: the items split into several unrelated bug families, so this cluster should not be collapsed into one representative bug.", + "canonical_pr_reason": null, + "best_issue_reason": "No global best issue for the whole cluster; 65093 and 51809 are the clearest representatives of their own subclusters, but the set is too heterogeneous to choose one canonical issue overall.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:30316", + "right": "issue:53798", + "accept": false, + "reason": "Different products and symptoms: Telegram duplicate sends vs Feishu voice duration display." + }, + { + "left": "issue:30689", + "right": "issue:32913", + "accept": false, + "reason": "Both mention stale version text, but one is a dashboard update issue and the other is a status command reading the wrong source." + }, + { + "left": "issue:63816", + "right": "issue:66635", + "accept": false, + "reason": "Both are WhatsApp media issues, but one is outbound delivery failure and the other is auto-reply inline media handling." + }, + { + "left": "issue:64174", + "right": "issue:66633", + "accept": false, + "reason": "Same provider family, but the reported failures differ: OAuth runtime 403 HTML vs post-upgrade Cloudflare 403 on every request." + }, + { + "left": "issue:57072", + "right": "issue:67084", + "accept": false, + "reason": "Unrelated: chat UI route/session desync vs Codex session timeout spam." + }, + { + "left": "issue:62089", + "right": "issue:67250", + "accept": false, + "reason": "Both involve tool-call rendering, but one is raw-text rendering everywhere while the other is hidden-tool-calls affecting streaming text." + }, + { + "left": "issue:34324", + "right": "issue:36431", + "accept": false, + "reason": "Different routing bugs across different channels: WebChat duplicated into Telegram vs TUI misrouted as webchat." + }, + { + "left": "issue:34271", + "right": "issue:53386", + "accept": false, + "reason": "Different integrations and failure modes: Feishu mention recognition vs WhatsApp echo-loop filtering." + }, + { + "left": "issue:32833", + "right": "issue:51815", + "accept": false, + "reason": "Exec plugin install failure is unrelated to Telegram plugin load failure." + }, + { + "left": "issue:35859", + "right": "issue:35860", + "accept": false, + "reason": "One is WebChat forwarded to Telegram, the other is duplicate WebChat responses from context growth." + }, + { + "left": "issue:52175", + "right": "issue:65529", + "accept": false, + "reason": "Control UI session registration and Microsoft Edge TTS registration are unrelated." + }, + { + "left": "issue:52265", + "right": "issue:68642", + "accept": false, + "reason": "Handshake timeout on cron/gateway commands is not the same as all CLI commands hanging." + }, + { + "left": "issue:66635", + "right": "issue:68056", + "accept": false, + "reason": "Both are WhatsApp media reply problems, but one fails to deliver while the other sends twice." + }, + { + "left": "issue:63422", + "right": "issue:64244", + "accept": false, + "reason": "Different tool-routing paths: sub-agent exec tool calls vs MiniMax image-tool routing." + }, + { + "left": "issue:48479", + "right": "issue:49885", + "accept": false, + "reason": "Related to google-vertex auth, but one is wrong auth mode selection and the other is missing-credentials despite valid ADC." + }, + { + "left": "issue:65093", + "right": "issue:65208", + "accept": true, + "reason": "Same Chrome-on-macOS launch path; missing --remote-debugging-port cleanly explains the unreachable CDP websocket." + }, + { + "left": "issue:32473", + "right": "issue:66946", + "accept": false, + "reason": "Secure-context/device-identity enforcement is unrelated to a Control UI path-duplication 404." + }, + { + "left": "issue:64282", + "right": "issue:64775", + "accept": false, + "reason": "Generic update failure is not the same as Codex OAuth setup failure." + }, + { + "left": "issue:49264", + "right": "issue:50537", + "accept": false, + "reason": "Both involve doctor and SecretRef, but they hit different modes and providers, so the concrete bug is not clearly the same." + }, + { + "left": "issue:67775", + "right": "issue:68587", + "accept": false, + "reason": "LAN MCP connectivity and MCP tools/list notification formatting are different problems." + }, + { + "left": "issue:51809", + "right": "issue:53753", + "accept": true, + "reason": "Same Control UI model-picker bug: provider/model ID is being combined or prefixed incorrectly when switching models." + }, + { + "left": "issue:62844", + "right": "issue:67358", + "accept": false, + "reason": "Telegram loader/config-read failure is not the same as onboarding trim() crashing on undefined." + }, + { + "left": "issue:34659", + "right": "issue:52488", + "accept": false, + "reason": "TUI reply-display timing and missing operator.read scope are unrelated." + }, + { + "left": "issue:64841", + "right": "issue:66975", + "accept": false, + "reason": "Disabled memory-lancedb validation after upgrade is unrelated to Telegram bot commands disappearing." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet and stays conservative overall. The two accepted pairs are well-supported by the titles: the Chrome/macOS remote-debugging issues and the Control UI model-picker formatting issues. The rejected pairs are mostly appropriately marked as non-duplicates, with reasons that do not overclaim beyond the evidence shown." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 44, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:29670", + "issue:31412", + "issue:32473", + "issue:32900", + "issue:32903", + "issue:33307", + "issue:33862", + "issue:35523", + "issue:44778", + "issue:49934", + "issue:50966", + "issue:51815", + "issue:53168", + "issue:53376", + "issue:53666", + "issue:53876", + "issue:62089", + "issue:62844", + "issue:62985", + "issue:63883", + "issue:64055", + "issue:64174", + "issue:64839", + "issue:65498", + "issue:66573", + "issue:66579", + "issue:66688", + "issue:66786", + "issue:66937", + "issue:66946", + "issue:66981", + "issue:67093", + "issue:67158", + "issue:67247", + "issue:67267", + "issue:67394", + "issue:67487", + "issue:67646", + "issue:67730", + "issue:67907", + "issue:68076", + "issue:68120", + "issue:68182", + "issue:68272", + "issue:68508", + "issue:68540", + "issue:68642", + "issue:68674" + ], + "soft_pairs": [ + "issue:67907|issue:68076", + "issue:32903|issue:33307", + "issue:62089|issue:67093", + "issue:50966|issue:66937", + "issue:33862|issue:63883", + "issue:67730|issue:68674", + "issue:67646|issue:68120", + "issue:64055|issue:66981", + "issue:64839|issue:68272", + "issue:32473|issue:67487", + "issue:53666|issue:66688", + "issue:67267|issue:68508", + "issue:64174|issue:67158", + "issue:32900|issue:66573", + "issue:53168|issue:68642", + "issue:51815|issue:53376", + "issue:53876|issue:67247", + "issue:44778|issue:68540", + "issue:35523|issue:66786", + "issue:65498|issue:68182", + "issue:66579|issue:67394", + "issue:29670|issue:66946", + "issue:62844|issue:62985", + "issue:31412|issue:49934" + ], + "prepared_review_unit_hash": "01c26aeb3eaa2c3327a51bc3e7ae2fe71d78f054e3ca752bab1ae02ac3d8ceff", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 35033, + "estimated_input_tokens": 8759, + "estimated_eval_tokens": 17774 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "The cluster contains a few real duplicate families\u2014empty/stopReason=stop replies, raw tool-call leakage, and heartbeat/reply-lane preemption\u2014but most other pairings are only loosely related. In particular, the OpenAI Codex pair is not strong enough to treat as the same bug because the packet only shows shared area, not the same failure mode or root cause.", + "confidence": 0.62, + "canonical_issue_reason": "Issue 68076 is the best anchor for the main empty-turn family because it states the user-facing failure in a broad, general way and fits the related OpenRouter/OpenClaw reports without overfitting to one harness or UI.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 68076 is the strongest overall issue representative in this cluster: it captures the common empty-response symptom clearly and broadly enough to subsume the closest related reports.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:67907", + "right": "issue:68076", + "accept": true, + "reason": "Same empty-turn class: stopReason=stop with payloads=0 and silent assistant output." + }, + { + "left": "issue:32903", + "right": "issue:33307", + "accept": false, + "reason": "Both mention replies=0, but the concrete paths differ: generic TUI/dispatch versus Feishu DM routing." + }, + { + "left": "issue:62089", + "right": "issue:67093", + "accept": true, + "reason": "Same visible symptom: raw tool-call syntax leaking into user-facing output, with Discord as a specific manifestation." + }, + { + "left": "issue:50966", + "right": "issue:66937", + "accept": false, + "reason": "Provider switching in the UI is unrelated to LM Studio API-key skipping." + }, + { + "left": "issue:33862", + "right": "issue:63883", + "accept": false, + "reason": "Both involve groupPolicy/allowlist, but the reported failures are different and one is Windows-specific." + }, + { + "left": "issue:67730", + "right": "issue:68674", + "accept": false, + "reason": "Both mention dreaming/session-memory, but cleanup versus main-agent-only session creation are different defects." + }, + { + "left": "issue:67646", + "right": "issue:68120", + "accept": true, + "reason": "Same empty-response family for OpenRouter: different surfaces, same concrete outcome of silent assistant output." + }, + { + "left": "issue:64055", + "right": "issue:66981", + "accept": false, + "reason": "Arm64 port-in-use restart failure and browser timeout are not the same code-path problem." + }, + { + "left": "issue:64839", + "right": "issue:68272", + "accept": false, + "reason": "Both concern images, but one is provider/model/URL handling after upgrade while the other is attachment dropping despite image support." + }, + { + "left": "issue:32473", + "right": "issue:67487", + "accept": false, + "reason": "Control UI auth/device-identity gating is unrelated to image-upload display." + }, + { + "left": "issue:53666", + "right": "issue:66688", + "accept": false, + "reason": "Memory-index regression and missing Ollama embedding-provider support are different failures." + }, + { + "left": "issue:67267", + "right": "issue:68508", + "accept": false, + "reason": "Feedback-loop behavior and system-event leakage are related at a high level but not the same bug." + }, + { + "left": "issue:64174", + "right": "issue:67158", + "accept": false, + "reason": "They only share the OpenAI Codex/OAuth/model-access area; the packet does not establish the same failure mode or root cause." + }, + { + "left": "issue:32900", + "right": "issue:66573", + "accept": false, + "reason": "TUI output loss and chat.history limit validation are unrelated." + }, + { + "left": "issue:53168", + "right": "issue:68642", + "accept": false, + "reason": "WebSocket handshake timeout crashes and indefinite CLI hangs are too broad to treat as the same concrete defect." + }, + { + "left": "issue:51815", + "right": "issue:53376", + "accept": false, + "reason": "Telegram plugin load failure and Feishu send-message 400 are different integrations and failure modes." + }, + { + "left": "issue:53876", + "right": "issue:67247", + "accept": false, + "reason": "Telegram upgrade/config state and native command-menu disappearance are not clearly the same bug." + }, + { + "left": "issue:44778", + "right": "issue:68540", + "accept": false, + "reason": "Both are Feishu image issues, but one is a gateway crash and the other is local files being sent as path text." + }, + { + "left": "issue:35523", + "right": "issue:66786", + "accept": false, + "reason": "TUI assistant-message visibility and workspace-dir handling are unrelated." + }, + { + "left": "issue:65498", + "right": "issue:68182", + "accept": true, + "reason": "Same concurrency/preemption problem: heartbeat events can steal the active reply lane and lose the final reply." + }, + { + "left": "issue:66579", + "right": "issue:67394", + "accept": false, + "reason": "Both are WhatsApp auto-reply issues, but the hook-cancellation path and group delivery failure are different." + }, + { + "left": "issue:29670", + "right": "issue:66946", + "accept": false, + "reason": "Control UI pairing/auth and a 404 from duplicated UI paths are different issues." + }, + { + "left": "issue:62844", + "right": "issue:62985", + "accept": false, + "reason": "Telegram loader/config-read problems and multi-account config errors are not clearly the same defect." + }, + { + "left": "issue:31412", + "right": "issue:49934", + "accept": false, + "reason": "Cron job UI behavior and mixed-language control UI are unrelated." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "The summary is mostly grounded, but it is not conservative enough on at least one soft edge. In particular, issue:64174 vs issue:67158 only clearly share the OpenAI Codex/OAuth/model-access area; the packet does not establish the same failure mode or root cause, so marking them as a duplicate family is somewhat speculative. The other accepted pairs look better supported, but this one makes the overall verdict too strong." + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 45, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:30308", + "issue:32101", + "issue:32753", + "issue:32933", + "issue:33256", + "issue:34271", + "issue:34527", + "issue:34659", + "issue:36256", + "issue:37299", + "issue:43637", + "issue:52186", + "issue:52265", + "issue:53138", + "issue:53798", + "issue:53878", + "issue:54629", + "issue:57256", + "issue:62296", + "issue:62541", + "issue:62750", + "issue:62819", + "issue:63079", + "issue:63190", + "issue:63541", + "issue:63727", + "issue:63863", + "issue:63936", + "issue:63980", + "issue:64497", + "issue:64499", + "issue:64510", + "issue:64529", + "issue:64533", + "issue:64783", + "issue:65225", + "issue:65424", + "issue:65571", + "issue:65740", + "issue:65950", + "issue:66050", + "issue:66097", + "issue:66637", + "issue:66786", + "issue:67400", + "issue:67919", + "issue:68117", + "issue:68272" + ], + "soft_pairs": [ + "issue:62819|issue:65225", + "issue:32101|issue:32933", + "issue:62541|issue:67400", + "issue:65424|issue:68272", + "issue:33256|issue:63079", + "issue:34271|issue:64783", + "issue:34527|issue:52186", + "issue:43637|issue:53878", + "issue:57256|issue:67919", + "issue:36256|issue:63190", + "issue:53138|issue:63863", + "issue:64499|issue:66637", + "issue:65740|issue:66050", + "issue:37299|issue:52265", + "issue:30308|issue:53798", + "issue:64529|issue:64533", + "issue:65571|issue:65740", + "issue:34659|issue:66786", + "issue:62750|issue:63980", + "issue:32753|issue:54629", + "issue:64497|issue:65950", + "issue:64510|issue:67919", + "issue:63541|issue:63727", + "issue:66097|issue:68117", + "issue:62296|issue:63936" + ], + "prepared_review_unit_hash": "520b0f005a8ca9942a75885a7af9eee68f26c7e481239faa42cf2380da215470", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 25, + "serialized_chars": 35294, + "estimated_input_tokens": 8824, + "estimated_eval_tokens": 17904 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Several soft pairs are true duplicates around the same concrete bug, especially TTS media normalization, macOS gateway stop/start on LaunchAgent, Telegram voice-note ingestion, iMessage self-chat misclassification, and a packaging omission for qa/scenarios. Most other pairs share a subsystem or symptom only and should stay separate.", + "confidence": 0.86, + "canonical_issue_reason": "Issue #64529 is the strongest canonical representative: it identifies the exact failure path (`/tmp/openclaw/` rejected by `isAllowedAbsoluteReplyMediaPath`) and matches the closely related regression in #64533.", + "canonical_pr_reason": null, + "best_issue_reason": "#64529 is the best issue to keep as the canonical target because it has the clearest root cause, a precise fix surface, and the duplicate reports converge on the same media-normalization bug.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:62819", + "right": "issue:65225", + "accept": false, + "reason": "Both are cron-related, but one is a send/announce failure and the other is a session spawn/stuck-state bug; not the same concrete defect." + }, + { + "left": "issue:32101", + "right": "issue:32933", + "accept": false, + "reason": "Both involve gateway restart/result loss, but the reported causes differ (WebSocket disconnect race vs timeout/execution-tool loss)." + }, + { + "left": "issue:62541", + "right": "issue:67400", + "accept": false, + "reason": "Both touch agent creation/dreaming, but one is about creating a new agent after config enablement and the other about persistent sub-agent sessions; different bugs." + }, + { + "left": "issue:65424", + "right": "issue:68272", + "accept": true, + "reason": "Same bug: image attachments are being dropped in chat.send because the model catalog/input capability is effectively text-only." + }, + { + "left": "issue:33256", + "right": "issue:63079", + "accept": false, + "reason": "Both are Google Chat regressions, but the versioning and failure description point to different problems." + }, + { + "left": "issue:34271", + "right": "issue:64783", + "accept": false, + "reason": "Same feature area, but one is mention recognition not working and the other is a ReferenceError when mentioning; not clearly the same code-path bug." + }, + { + "left": "issue:34527", + "right": "issue:52186", + "accept": false, + "reason": "Different TTS failures: interrupted streaming vs wrong provider/audio selection." + }, + { + "left": "issue:43637", + "right": "issue:53878", + "accept": true, + "reason": "Same macOS gateway stop/start LaunchAgent bug: stop unloads the service and start cannot recover it without reinstalling." + }, + { + "left": "issue:57256", + "right": "issue:67919", + "accept": false, + "reason": "Both mention false status/reporting, but they concern different subsystems (memory availability vs wiki bridge artifact export)." + }, + { + "left": "issue:36256", + "right": "issue:63190", + "accept": true, + "reason": "Same Telegram voice-note ingestion failure: voice updates arrive or are saved inbound, but the ASR/STT pipeline never runs." + }, + { + "left": "issue:53138", + "right": "issue:63863", + "accept": false, + "reason": "Clean-install context is shared, but WhatsApp plugin absence and chat.history startup delay are unrelated bugs." + }, + { + "left": "issue:64499", + "right": "issue:66637", + "accept": false, + "reason": "Both are macOS-hosted issues, but one is exec host preparation and the other is browser proxy remote-mode behavior." + }, + { + "left": "issue:65740", + "right": "issue:66050", + "accept": true, + "reason": "Same Chrome CDP reachability failure after browser start; both reports say the websocket is unreachable even though Chrome is up." + }, + { + "left": "issue:37299", + "right": "issue:52265", + "accept": false, + "reason": "Both affect cron/gateway CLI commands, but one is a TypeError and the other a handshake timeout; not the same defect." + }, + { + "left": "issue:30308", + "right": "issue:53798", + "accept": false, + "reason": "Both are Feishu-related, but one is inbound receive-format breakage and the other is outbound voice duration display." + }, + { + "left": "issue:64529", + "right": "issue:64533", + "accept": true, + "reason": "Direct duplicate: both describe TTS tool audio being blocked by reply-media normalization/allowlist handling." + }, + { + "left": "issue:65571", + "right": "issue:65740", + "accept": false, + "reason": "Both are browser/CDP startup issues, but the environments and failure modes differ enough to avoid merging." + }, + { + "left": "issue:34659", + "right": "issue:66786", + "accept": false, + "reason": "Unrelated bugs: TUI reply display vs system-prompt workspace-dir handling." + }, + { + "left": "issue:62750", + "right": "issue:63980", + "accept": true, + "reason": "Same iMessage self-chat misclassification/echo-detection bug causing outbound messages or DMs to be treated as self-chat." + }, + { + "left": "issue:32753", + "right": "issue:54629", + "accept": false, + "reason": "Different slash commands with different symptoms; no shared concrete bug." + }, + { + "left": "issue:64497", + "right": "issue:65950", + "accept": false, + "reason": "Related cron session area, but one is spawn failure after inactivity and the other is incorrect success reporting after incomplete work." + }, + { + "left": "issue:64510", + "right": "issue:67919", + "accept": false, + "reason": "Both mention bridge/artifact reporting, but the underlying components and symptoms do not line up closely enough." + }, + { + "left": "issue:63541", + "right": "issue:63727", + "accept": true, + "reason": "Same packaging omission: qa/scenarios assets are missing from the published dist, breaking startup and completion-cache behavior." + }, + { + "left": "issue:66097", + "right": "issue:68117", + "accept": false, + "reason": "Both are CDP profile reachability/status problems, but one is attachOnly misreporting 'not running' and the other is startup reachability on VPS/Docker." + }, + { + "left": "issue:62296", + "right": "issue:63936", + "accept": false, + "reason": "Both involve memory-core dreaming cron, but one is a missing hook trigger and the other is failure to recreate after gateway restart." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The canonical issue choice and summary are grounded in the packet, and the soft-edge judgments stay conservative overall. The accepted pairs are supported by matching titles/body themes and do not overclaim beyond the evidence." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 46, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:29363", + "issue:29670", + "issue:29809", + "issue:32712", + "issue:33354", + "issue:33880", + "issue:34271", + "issue:35556", + "issue:42870", + "issue:51036", + "issue:51056", + "issue:51557", + "issue:53397", + "issue:53547", + "issue:53697", + "issue:53749", + "issue:54629", + "issue:62541", + "issue:62568", + "issue:62627", + "issue:63484", + "issue:63601", + "issue:63641", + "issue:63752", + "issue:64194", + "issue:64385", + "issue:65204", + "issue:65553", + "issue:65652", + "issue:65705", + "issue:65848", + "issue:65890", + "issue:66046", + "issue:66048", + "issue:66202", + "issue:66937", + "issue:66946", + "issue:67400", + "issue:67487", + "issue:67619", + "issue:67936", + "issue:67986", + "issue:68028", + "issue:68215", + "issue:68249", + "issue:68508", + "issue:68623" + ], + "soft_pairs": [ + "issue:29670|issue:67487", + "issue:64194|issue:67986", + "issue:53397|issue:68215", + "issue:54629|issue:63641", + "issue:65204|issue:67936", + "issue:29809|issue:66946", + "issue:51056|issue:66937", + "issue:32712|issue:34271", + "issue:35556|issue:63484", + "issue:66046|issue:66202", + "issue:64385|issue:66048", + "issue:68028|issue:68249", + "issue:65553|issue:65890", + "issue:51557|issue:68623", + "issue:42870|issue:51036", + "issue:53697|issue:53749", + "issue:33354|issue:33880", + "issue:62568|issue:62627", + "issue:65652|issue:65705", + "issue:67400|issue:67619", + "issue:62541|issue:65848", + "issue:29363|issue:53547", + "issue:63601|issue:68508", + "issue:63752|issue:66937" + ], + "prepared_review_unit_hash": "55b47d32e603adcc089348f824347c9166dc1b3bc3ed158d2ce1f325a715c831", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 24, + "serialized_chars": 34445, + "estimated_input_tokens": 8612, + "estimated_eval_tokens": 17480 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This cluster is mostly heterogeneous: the soft pairs share broad areas like session management, config, providers, or UI, but they describe different underlying bugs rather than the same fix. No PRs are present.", + "confidence": 0.77, + "canonical_issue_reason": "issue:53547 is the clearest and most canonical bug report among the only loosely related workspace/bootstrap-loading reports: it states a concrete regression, version, and missing bootstrap files from the workspace.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:53547 is the best representative issue because it is specific, reproducible, and closest to a broadly useful root-cause report; the rest of the items are mostly separate bugs in different subsystems.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:29670", + "right": "issue:67487", + "accept": false, + "reason": "Both mention Control UI, but pairing requirement vs image upload not appearing are different user flows and likely different code paths." + }, + { + "left": "issue:64194", + "right": "issue:67986", + "accept": false, + "reason": "Config loss on restart after upgrade is not the same as the gateway wedging mid-session and only recovering after health-monitor intervention." + }, + { + "left": "issue:53397", + "right": "issue:68215", + "accept": false, + "reason": "One is schema validation rejecting tools.web.fetch.maxResponseBytes; the other is update logic re-injecting anonymousTelemetryId and breaking validation." + }, + { + "left": "issue:54629", + "right": "issue:63641", + "accept": false, + "reason": "Status slash command not displaying data and /prose command not found are unrelated command features." + }, + { + "left": "issue:65204", + "right": "issue:67936", + "accept": false, + "reason": "Chrome startup failure and Matrix channel startup regression are different components and failure modes." + }, + { + "left": "issue:29809", + "right": "issue:66946", + "accept": false, + "reason": "origin not allowed is an origin-whitelist problem; the Chinese report is a duplicated Control UI path causing 404/chat failure, not the same bug." + }, + { + "left": "issue:51056", + "right": "issue:66937", + "accept": false, + "reason": "OpenRouter auth-header failure and lmstudio API-key optionality concern different providers and different auth behavior." + }, + { + "left": "issue:32712", + "right": "issue:34271", + "accept": false, + "reason": "Quoted Feishu card content retrieval and @mention recognition are separate parsing/handling bugs." + }, + { + "left": "issue:35556", + "right": "issue:63484", + "accept": false, + "reason": "Feishu channel send failure after card messages and heartbeat/tool-error side effects are not the same underlying defect." + }, + { + "left": "issue:66046", + "right": "issue:66202", + "accept": false, + "reason": "Google Vertex 401 regression and ollama models becoming unavailable are distinct provider/runtime failures." + }, + { + "left": "issue:64385", + "right": "issue:66048", + "accept": false, + "reason": "Random config truncation is different from gateway restart flattening config and ignoring $include." + }, + { + "left": "issue:68028", + "right": "issue:68249", + "accept": false, + "reason": "Tavily SecretRef runtime failure and Brave plugin not loading are separate plugin/provider issues." + }, + { + "left": "issue:65553", + "right": "issue:65890", + "accept": false, + "reason": "Raspberry Pi arm64 CLI hang and QMD backend collection mismatch are different memory backend problems." + }, + { + "left": "issue:51557", + "right": "issue:68623", + "accept": false, + "reason": "Cron/browser compatibility issues are unrelated to MCP subprocess cleanup after isolated sessions." + }, + { + "left": "issue:42870", + "right": "issue:51036", + "accept": false, + "reason": "Cloudflare 403 on backticks and empty payloads/zero usage on a custom provider are different request-path failures." + }, + { + "left": "issue:53697", + "right": "issue:53749", + "accept": false, + "reason": "Card field marked required and buttons marked required are different schema validation bugs affecting different fields." + }, + { + "left": "issue:33354", + "right": "issue:33880", + "accept": false, + "reason": "Missing workspace skills at agent startup and WhatsApp group messages not spawning sessions are different entrypoint failures." + }, + { + "left": "issue:62568", + "right": "issue:62627", + "accept": false, + "reason": "Missing @buape/carbon dependency and missing optional dependencies for bundled channel plugins are related packaging issues but not the same concrete defect." + }, + { + "left": "issue:65652", + "right": "issue:65705", + "accept": false, + "reason": "Both involve dreaming, but one retriggers on every heartbeat and the other retriggers once per cron schedule; close symptoms, different trigger logic." + }, + { + "left": "issue:67400", + "right": "issue:67619", + "accept": false, + "reason": "Persistent sub-agent session creation failure and context loss after switching chat sessions are different session-lifecycle bugs." + }, + { + "left": "issue:62541", + "right": "issue:65848", + "accept": false, + "reason": "Cannot create a new agent after enabling dreaming and cannot install skills with a Python script are unrelated flows." + }, + { + "left": "issue:29363", + "right": "issue:53547", + "accept": false, + "reason": "Injecting all workspace files into subagent sessions is the opposite failure mode of not loading bootstrap files from the workspace." + }, + { + "left": "issue:63601", + "right": "issue:68508", + "accept": false, + "reason": "The generic event.messages.push report does not match the specific transcript leak after async exec." + }, + { + "left": "issue:63752", + "right": "issue:66937", + "accept": false, + "reason": "Anthropic API-key lookup failure and lmstudio API-key skipping are different provider-auth behaviors." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 47, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:30818", + "issue:30922", + "issue:31442", + "issue:33271", + "issue:33568", + "issue:34656", + "issue:35793", + "issue:37142", + "issue:37198", + "issue:37546", + "issue:50964", + "issue:51144", + "issue:52282", + "issue:53386", + "issue:53870", + "issue:54689", + "issue:58617", + "issue:61211", + "issue:62089", + "issue:62568", + "issue:62748", + "issue:62749", + "issue:62958", + "issue:63189", + "issue:63422", + "issue:63968", + "issue:64351", + "issue:64556", + "issue:64814", + "issue:65125", + "issue:65177", + "issue:65193", + "issue:65329", + "issue:65706", + "issue:65728", + "issue:65790", + "issue:65990", + "issue:66048", + "issue:66391", + "issue:66833", + "issue:67250", + "issue:67261", + "issue:67408", + "issue:67926", + "issue:67949", + "issue:68256", + "issue:68264", + "issue:68520" + ], + "soft_pairs": [ + "issue:54689|issue:63422", + "issue:30818|issue:65790", + "issue:52282|issue:61211", + "issue:37546|issue:53870", + "issue:62568|issue:62748", + "issue:62568|issue:62749", + "issue:68256|issue:68520", + "issue:63968|issue:64351", + "issue:58617|issue:65329", + "issue:63189|issue:67250", + "issue:34656|issue:37142", + "issue:66833|issue:67408", + "issue:33568|issue:35793", + "issue:51144|issue:65728", + "issue:62089|issue:67926", + "issue:64814|issue:66048", + "issue:65125|issue:65990", + "issue:64351|issue:65177", + "issue:50964|issue:65706", + "issue:33271|issue:64556", + "issue:30922|issue:31442", + "issue:37198|issue:53386", + "issue:67949|issue:68264", + "issue:65193|issue:67261", + "issue:62958|issue:66391" + ], + "prepared_review_unit_hash": "e51bb9e44519ee218a3f85c5d46a6d9db05a4cc645cbdf81de3a53aa4ba99ac6", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 25, + "serialized_chars": 35373, + "estimated_input_tokens": 8844, + "estimated_eval_tokens": 17944 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Mostly a mixed cluster of unrelated bugs; only a few pairs are true duplicates around image upload, packaging/runtime deps, wake-hook handling, browser CDP attach, and OpenRouter stream parsing.", + "confidence": 0.69, + "canonical_issue_reason": "62749 is the strongest duplicate anchor in the cluster: it is an exact twin of 62748 and both point to the same packaging/runtime-dependency staging regression. The rest of the items do not form one coherent duplicate set.", + "canonical_pr_reason": null, + "best_issue_reason": "62749 is the best single representative issue because it is the clearest, most explicit duplicate in the cluster and captures the packaging crash/regression most concretely.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:54689", + "right": "issue:63422", + "accept": false, + "reason": "Different products/features: Telegram file sending vs sub-agent exec tool calls. Same release timing is not enough to make them the same bug." + }, + { + "left": "issue:30818", + "right": "issue:65790", + "accept": true, + "reason": "Both describe the Web UI image-send path failing to attach/send images. 'Pasted images not sent' and 'doesn't attach images' look like the same underlying UI upload bug." + }, + { + "left": "issue:52282", + "right": "issue:61211", + "accept": false, + "reason": "Both are Windows/build failures, but one is a pnpm ui:build path issue and the other is a docker build contract-surface failure. Not the same concrete bug." + }, + { + "left": "issue:37546", + "right": "issue:53870", + "accept": false, + "reason": "Completely different areas: message ordering conflict vs package release pending security scan." + }, + { + "left": "issue:62568", + "right": "issue:62748", + "accept": true, + "reason": "Same packaging/runtime-dependency regression: missing staged runtime deps causing global install/package breakage, with 62748 giving the fuller symptom list." + }, + { + "left": "issue:62568", + "right": "issue:62749", + "accept": true, + "reason": "Same packaging/runtime-dependency regression as 62749/62748; 62568 is a shorter report of the same missing dependency staging problem." + }, + { + "left": "issue:68256", + "right": "issue:68520", + "accept": false, + "reason": "Both mention OpenRouter empty responses, but 68256 is tied to per-agent auth-profiles while 68520 is a version-specific provider regression. Too broad to merge confidently." + }, + { + "left": "issue:63968", + "right": "issue:64351", + "accept": false, + "reason": "Different failures: missing qa/scenarios/index.md in packaging versus a QMD sidecar not auto-starting." + }, + { + "left": "issue:58617", + "right": "issue:65329", + "accept": false, + "reason": "Both involve msteams attachments, but one is channel attachment download fallback and the other is DM send/delivery dropping. Different directions and code paths." + }, + { + "left": "issue:63189", + "right": "issue:67250", + "accept": false, + "reason": "Both are UI streaming issues, but one is streaming never ending and the other is text disappearing when tool-call display is hidden. Not the same bug." + }, + { + "left": "issue:34656", + "right": "issue:37142", + "accept": false, + "reason": "Both are 401s, but they affect different providers and scenarios. No shared concrete code path is shown." + }, + { + "left": "issue:66833", + "right": "issue:67408", + "accept": true, + "reason": "Same OpenRouter stream/parser failure family: both describe parsing bugs that produce empty payloads or broken response handling." + }, + { + "left": "issue:33568", + "right": "issue:35793", + "accept": false, + "reason": "Telegram Topics logging and workspace file-reading are unrelated." + }, + { + "left": "issue:51144", + "right": "issue:65728", + "accept": false, + "reason": "Container restart loop/gateway closed is not the same as unauthorized on gateway run." + }, + { + "left": "issue:62089", + "right": "issue:67926", + "accept": false, + "reason": "Both mention tool/raw text rendering, but 67926 is about raw mode being disabled for snapshot safety, not the same failure as tool calls rendering as plain text." + }, + { + "left": "issue:64814", + "right": "issue:66048", + "accept": false, + "reason": "Both concern config handling, but one is pluginConfig being null in register() and the other is restart flattening openclaw.json and ignoring $include. Related area, not same bug." + }, + { + "left": "issue:65125", + "right": "issue:65990", + "accept": true, + "reason": "Both report managed Chrome/CDP attach failure on macOS, while manual CDP works. Same browser attach path problem." + }, + { + "left": "issue:64351", + "right": "issue:65177", + "accept": false, + "reason": "A QMD sidecar startup issue is unrelated to a Feishu botName migration bug." + }, + { + "left": "issue:50964", + "right": "issue:65706", + "accept": false, + "reason": "Cron list closing with 1000 while scheduler runs is not the same as nodes status/list not syncing." + }, + { + "left": "issue:33271", + "right": "issue:64556", + "accept": true, + "reason": "Both are wake-hook bugs: requests/mappings for action=\\\"wake\\\" are mishandled, leading to silent no-op wake behavior." + }, + { + "left": "issue:30922", + "right": "issue:31442", + "accept": false, + "reason": "Different version-reporting/package issues: hardcoded UI version vs installation showing the package version." + }, + { + "left": "issue:37198", + "right": "issue:53386", + "accept": false, + "reason": "Different infinite-loop bugs in different subsystems: cron/gateway restart vs WhatsApp fromMe echo filtering." + }, + { + "left": "issue:67949", + "right": "issue:68264", + "accept": false, + "reason": "Different failures: Ollama/OpenClaw inference mismatch versus canvas/browser visualization rendering." + }, + { + "left": "issue:65193", + "right": "issue:67261", + "accept": false, + "reason": "Both crash, but one is a cron runningAtMs undefined error and the other is a Venice response id/status parsing crash." + }, + { + "left": "issue:62958", + "right": "issue:66391", + "accept": false, + "reason": "Both involve local Ollama/tooling on macOS, but one is agent timeout/hang and the other is a session-ID error in TUI tool calls. Not the same bug." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is well grounded in the packet, and the accepted soft edges are conservative enough given the titles/bodies. The canonical anchor choice (62749) is supported because 62748 and 62749 are identical twins, and the rest of the cluster does look mixed rather than one coherent duplicate set." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 48, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:28222", + "issue:30341", + "issue:32900", + "issue:33554", + "issue:33580", + "issue:35523", + "issue:37036", + "issue:51144", + "issue:53358", + "issue:53575", + "issue:53724", + "issue:53749", + "issue:53755", + "issue:53798", + "issue:53862", + "issue:53925", + "issue:53934", + "issue:53955", + "issue:54013", + "issue:55275", + "issue:57738", + "issue:62049", + "issue:62844", + "issue:63092", + "issue:63561", + "issue:63863", + "issue:64055", + "issue:64188", + "issue:64194", + "issue:64283", + "issue:64618", + "issue:64852", + "issue:65078", + "issue:65529", + "issue:65662", + "issue:65834", + "issue:66017", + "issue:66639", + "issue:66768", + "issue:66797", + "issue:67088", + "issue:67158", + "issue:67170", + "issue:67422", + "issue:68139", + "issue:68154", + "issue:68373", + "issue:68791" + ], + "soft_pairs": [ + "issue:37036|issue:67088", + "issue:53925|issue:64188", + "issue:63092|issue:68373", + "issue:53862|issue:57738", + "issue:53798|issue:67170", + "issue:28222|issue:35523", + "issue:62049|issue:68154", + "issue:65662|issue:67170", + "issue:32900|issue:63863", + "issue:64283|issue:64852", + "issue:53934|issue:65078", + "issue:54013|issue:55275", + "issue:53755|issue:67158", + "issue:64618|issue:65529", + "issue:66017|issue:68139", + "issue:53358|issue:53955", + "issue:63561|issue:65834", + "issue:66768|issue:68791", + "issue:51144|issue:64055", + "issue:53575|issue:66639", + "issue:53724|issue:53749", + "issue:33554|issue:33580", + "issue:53862|issue:66797", + "issue:30341|issue:67422", + "issue:62844|issue:64194" + ], + "prepared_review_unit_hash": "c6bdc5b21fbdce67c6ba42459af44b04ae49c8056f6cba5f280ec43ae5ba944c", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 25, + "serialized_chars": 35723, + "estimated_input_tokens": 8931, + "estimated_eval_tokens": 18118 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Mostly heterogeneous issue set with a few true duplicate pairs around Telegram outbound/message handling and message-tool schema validation; the rest are related only at subsystem level and should stay separate.", + "confidence": 0.64, + "canonical_issue_reason": "Issue #55275 is the strongest representative of the Telegram outbound failure family: it covers both cron announces and echoTranscript, and it captures the shared queue/stalls-until-restart symptom more completely than the narrower sibling reports.", + "canonical_pr_reason": null, + "best_issue_reason": "#55275 is the most actionable anchor issue in this set because it is detailed, specific, and spans multiple affected paths with a clear user-visible failure mode.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:37036", + "right": "issue:67088", + "accept": false, + "reason": "Both mention dashboard GUI detection false positives, but one is Windows/OpenClaw 'Not Found' and the other is macOS SSH_* 'No GUI detected'; different symptoms and likely different code paths." + }, + { + "left": "issue:53925", + "right": "issue:64188", + "accept": false, + "reason": "Both involve github-copilot/gpt-5.x, but one is a /btw runtime failure and the other is a configure-time model-add failure; not the same bug." + }, + { + "left": "issue:63092", + "right": "issue:68373", + "accept": true, + "reason": "Same underlying memory/wiki bridge import failure: #68373 identifies the cache-restore loss of memory capability that explains the '0 artifacts' symptom in #63092." + }, + { + "left": "issue:53862", + "right": "issue:57738", + "accept": false, + "reason": "Both are Telegram delivery problems, but one is multi-account polling drops and the other is a DM-vs-group polling split; the concrete failure modes differ." + }, + { + "left": "issue:53798", + "right": "issue:67170", + "accept": false, + "reason": "Feishu voice duration display and Telegram audio delivery are different features on different channels; no shared underlying bug is evident." + }, + { + "left": "issue:28222", + "right": "issue:35523", + "accept": false, + "reason": "Diagnostics-otel plugin failure and TUI assistant-message rendering are unrelated issues." + }, + { + "left": "issue:62049", + "right": "issue:68154", + "accept": false, + "reason": "Both are false-positive plugin checks, but they target different validations ('allow is empty' vs 'phantom entries') and do not look like one bug." + }, + { + "left": "issue:65662", + "right": "issue:67170", + "accept": false, + "reason": "ElevenLabs audio playback failure and Telegram talk-voice delivery failure are separate code paths." + }, + { + "left": "issue:32900", + "right": "issue:63863", + "accept": false, + "reason": "TUI no-output and chat.history startup delay are different symptoms with different probable causes." + }, + { + "left": "issue:64283", + "right": "issue:64852", + "accept": false, + "reason": "Both concern Google Vertex credentials, but one is credential env loss on reinstall and the other is a version-specific 401 after upgrade; insufficient evidence of the same bug." + }, + { + "left": "issue:53934", + "right": "issue:65078", + "accept": false, + "reason": "URL corruption in web UI and Telegram transcript visibility are unrelated." + }, + { + "left": "issue:54013", + "right": "issue:55275", + "accept": true, + "reason": "Same Telegram outbound/echoTranscript bug family; #55275 is the broader report that explains the silent queueing and restart flush behavior." + }, + { + "left": "issue:53755", + "right": "issue:67158", + "accept": false, + "reason": "Both are openai-codex/model-access issues, but one is catalog/model listing and the other is OAuth model rejection; different failure points." + }, + { + "left": "issue:64618", + "right": "issue:65529", + "accept": false, + "reason": "Gateway cron registration and Microsoft Edge TTS provider registration are unrelated." + }, + { + "left": "issue:66017", + "right": "issue:68139", + "accept": false, + "reason": "Custom image provider recognition and broken localized docs links are unrelated." + }, + { + "left": "issue:53358", + "right": "issue:53955", + "accept": false, + "reason": "Both are memory-index related, but one hangs after batch completion while the other indexes zero files; different failure modes." + }, + { + "left": "issue:63561", + "right": "issue:65834", + "accept": false, + "reason": "Both are false 'unavailable' status reports, but one is about systemd/user services and the other about cron reconciliation; different subsystems." + }, + { + "left": "issue:66768", + "right": "issue:68791", + "accept": false, + "reason": "Empty completed-turn payloads and Windows scheduled-task/gateway unhealthy errors do not describe the same bug." + }, + { + "left": "issue:51144", + "right": "issue:64055", + "accept": false, + "reason": "Container restart loop and arm64 restart port-collision are distinct gateway problems." + }, + { + "left": "issue:53575", + "right": "issue:66639", + "accept": false, + "reason": "Unknown-model vision failure and unsupported minimax image backend are related only by provider name, not by the same concrete bug." + }, + { + "left": "issue:53724", + "right": "issue:53749", + "accept": true, + "reason": "Both point to the same message-tool schema validation bug: required fields are being modeled incorrectly, causing Feishu/message-tool failures." + }, + { + "left": "issue:33554", + "right": "issue:33580", + "accept": false, + "reason": "Discord threadId routing and Google Chat mediaLocalRoots handling are different extension bugs." + }, + { + "left": "issue:53862", + "right": "issue:66797", + "accept": true, + "reason": "Both report Telegram group messages being silently dropped; #66797 is the regression-focused version of the same underlying delivery bug." + }, + { + "left": "issue:30341", + "right": "issue:67422", + "accept": false, + "reason": "Webchat false rate-limit errors and webchat replies not streaming are different issues." + }, + { + "left": "issue:62844", + "right": "issue:64194", + "accept": false, + "reason": "Telegram loader/config read problems and WhatsApp/Telegram config loss after restart are related but not the same failure." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet and stays mostly conservative. The accepted soft pairs are all plausibly the same bug families based on the titles, especially the Telegram outbound/echoTranscript cluster and the message-tool schema pair. I don\u2019t see a clear overstatement that would justify rejecting the cluster." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 49, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:17101", + "issue:28423", + "issue:33166", + "issue:35397", + "issue:36256", + "issue:37299", + "issue:49071", + "issue:49347", + "issue:50651", + "issue:51558", + "issue:51815", + "issue:52265", + "issue:53547", + "issue:53751", + "issue:53753", + "issue:53761", + "issue:53876", + "issue:59205", + "issue:62049", + "issue:62276", + "issue:63602", + "issue:64188", + "issue:64296", + "issue:65067", + "issue:65125", + "issue:65159", + "issue:65516", + "issue:65521", + "issue:65524", + "issue:65678", + "issue:65706", + "issue:65748", + "issue:65863", + "issue:66004", + "issue:66016", + "issue:66017", + "issue:66582", + "issue:66925", + "issue:67438", + "issue:67619", + "issue:67803", + "issue:67972", + "issue:67996", + "issue:68216", + "issue:68336", + "issue:68451", + "issue:68828" + ], + "soft_pairs": [ + "issue:65125|issue:65521", + "issue:49071|issue:67438", + "issue:62276|issue:65067", + "issue:67803|issue:67996", + "issue:33166|issue:49347", + "issue:52265|issue:53876", + "issue:28423|issue:65748", + "issue:52265|issue:68451", + "issue:50651|issue:53753", + "issue:65863|issue:66017", + "issue:59205|issue:68336", + "issue:35397|issue:65516", + "issue:37299|issue:65706", + "issue:66925|issue:68828", + "issue:17101|issue:36256", + "issue:65159|issue:66582", + "issue:51558|issue:64296", + "issue:51815|issue:63602", + "issue:66004|issue:66016", + "issue:53751|issue:53761", + "issue:53547|issue:68216", + "issue:64188|issue:67972", + "issue:65524|issue:67619", + "issue:62049|issue:65678" + ], + "prepared_review_unit_hash": "d27213a44193e14539e432b11a49b3b7e65758cd1ebcfbcdd4cd2f48ee787710", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 24, + "serialized_chars": 34120, + "estimated_input_tokens": 8530, + "estimated_eval_tokens": 17316 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "The set is not one single duplicate cluster; it contains several unrelated bug families. I accepted only the pairs that clearly describe the same underlying issue: Telegram voice transcription, macOS gateway/LaunchAgent entrypoint mismatch, memory bridge capability overwrite, false-positive plugin allowlist warnings, and Codex harness cleanup/lane release behavior.", + "confidence": 0.9, + "canonical_issue_reason": "No single canonical issue fits the full set because the items split into multiple unrelated subsystems and bug types. The accepted duplicate edges each form their own small subcluster.", + "canonical_pr_reason": null, + "best_issue_reason": "No global best issue exists for this mixed set; each accepted subcluster has its own better representative, so triage should be done per pair/subcluster rather than forcing one issue to cover all.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:65125", + "right": "issue:65521", + "accept": false, + "reason": "Both are macOS/Windows browser-launch problems, but they describe different failure modes and platforms; not the same concrete bug." + }, + { + "left": "issue:49071", + "right": "issue:67438", + "accept": false, + "reason": "Feishu workspace duplication and FeiShu QR onboarding failure are different workflows and symptoms." + }, + { + "left": "issue:62276", + "right": "issue:65067", + "accept": false, + "reason": "Port-in-use startup error and Windows onboarding failure are unrelated." + }, + { + "left": "issue:67803", + "right": "issue:67996", + "accept": true, + "reason": "Both describe the Codex harness not cleaning up after a run completes, leaving the session/run active and blocking follow-up interaction." + }, + { + "left": "issue:33166", + "right": "issue:49347", + "accept": false, + "reason": "Both mention pnpm install, but the reports are too generic to establish the same root cause." + }, + { + "left": "issue:52265", + "right": "issue:53876", + "accept": false, + "reason": "Handshake timeout on cron/gateway is a different issue from Telegram channel configuration after upgrade." + }, + { + "left": "issue:28423", + "right": "issue:65748", + "accept": true, + "reason": "Both point to the same macOS service entrypoint drift after update, where service install and doctor disagree about the gateway/LaunchAgent script." + }, + { + "left": "issue:52265", + "right": "issue:68451", + "accept": false, + "reason": "Cron/gateway handshake timeout and a Weixin sidecar killing the gateway are different bugs." + }, + { + "left": "issue:50651", + "right": "issue:53753", + "accept": false, + "reason": "Both involve the model picker, but one is about duplicate model IDs being hidden and the other about combining provider/model IDs when switching models." + }, + { + "left": "issue:65863", + "right": "issue:66017", + "accept": false, + "reason": "A missing docs provider entry is not the same as runtime failure to recognize a custom provider in the image tool." + }, + { + "left": "issue:59205", + "right": "issue:68336", + "accept": false, + "reason": "Ollama Cloud auth 401 and /btw side channel 404 are different endpoints and failure modes." + }, + { + "left": "issue:35397", + "right": "issue:65516", + "accept": false, + "reason": "Podman APT package env handling and missing bundle-a2ui.sh in build packaging are unrelated." + }, + { + "left": "issue:37299", + "right": "issue:65706", + "accept": false, + "reason": "Cron TypeError and node status/list sync problems are different code paths." + }, + { + "left": "issue:66925", + "right": "issue:68828", + "accept": true, + "reason": "Both describe the same memory capability bridge bug: publicArtifacts is not exposed correctly, so the wiki bridge import returns no artifacts." + }, + { + "left": "issue:17101", + "right": "issue:36256", + "accept": true, + "reason": "Both describe Telegram voice messages arriving but not reaching the STT/transcription pipeline." + }, + { + "left": "issue:65159", + "right": "issue:66582", + "accept": false, + "reason": "The second issue is too generic to confidently match the Active Memory plugin triggering problem." + }, + { + "left": "issue:51558", + "right": "issue:64296", + "accept": false, + "reason": "WhatsApp listener access issues and connection-ending-before-open are different failure modes." + }, + { + "left": "issue:51815", + "right": "issue:63602", + "accept": false, + "reason": "Telegram plugin load failure and MCP inputSchema validation failure are unrelated." + }, + { + "left": "issue:66004", + "right": "issue:66016", + "accept": false, + "reason": "Subagent frozenResultText null and cron runningAtMs undefined are different undefined-property bugs." + }, + { + "left": "issue:53751", + "right": "issue:53761", + "accept": false, + "reason": "Google image generation auth/404 failure and missing provider registration are not the same concrete bug." + }, + { + "left": "issue:53547", + "right": "issue:68216", + "accept": false, + "reason": "Workspace bootstrap-file loading and Gemini CLI write permissions to workspace files are different problems." + }, + { + "left": "issue:64188", + "right": "issue:67972", + "accept": false, + "reason": "Copilot add-model failure and npm install failure are unrelated install/config issues." + }, + { + "left": "issue:65524", + "right": "issue:67619", + "accept": false, + "reason": "Deleted sessions remaining executable and lost chat-session context after switching are different session-management bugs." + }, + { + "left": "issue:62049", + "right": "issue:65678", + "accept": true, + "reason": "Both report the same false-positive plugin allowlist/provenance warning in status for installed extensions." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The verdicts are conservative and the summary is grounded in the packet. The accepted pairs are all supported by closely matching subsystem and failure-mode descriptions, while the rejected pairs avoid over-claiming on only superficial similarity (shared keywords like macOS, pnpm, Telegram, or cron)." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 50, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:28222", + "issue:31544", + "issue:42074", + "issue:48479", + "issue:49347", + "issue:52175", + "issue:53295", + "issue:53486", + "issue:53628", + "issue:53687", + "issue:53871", + "issue:57256", + "issue:62470", + "issue:62995", + "issue:63422", + "issue:63561", + "issue:63620", + "issue:63641", + "issue:63657", + "issue:63752", + "issue:64026", + "issue:64055", + "issue:64131", + "issue:64174", + "issue:64188", + "issue:64194", + "issue:64425", + "issue:64551", + "issue:64852", + "issue:64894", + "issue:64939", + "issue:65092", + "issue:65151", + "issue:65159", + "issue:65318", + "issue:66017", + "issue:66516", + "issue:66637", + "issue:66925", + "issue:67088", + "issue:67247", + "issue:67400", + "issue:67917", + "issue:67955", + "issue:67972", + "issue:68120", + "issue:68256", + "issue:68314" + ], + "soft_pairs": [ + "issue:64174|issue:67917", + "issue:68120|issue:68256", + "issue:31544|issue:53628", + "issue:49347|issue:68314", + "issue:52175|issue:65151", + "issue:53295|issue:53486", + "issue:62995|issue:63752", + "issue:63422|issue:67400", + "issue:63657|issue:64194", + "issue:64026|issue:64939", + "issue:64055|issue:64188", + "issue:64551|issue:66637", + "issue:67955|issue:67972", + "issue:48479|issue:62470", + "issue:57256|issue:63561", + "issue:65159|issue:66516", + "issue:65092|issue:66925", + "issue:42074|issue:67088", + "issue:64852|issue:65318", + "issue:63620|issue:64131", + "issue:53687|issue:66017", + "issue:28222|issue:63641", + "issue:53871|issue:67247", + "issue:64425|issue:64894" + ], + "prepared_review_unit_hash": "4823cfcafc638c3d73b929e3ea4739da53c1dd51bca2cbc4e0d0517cf4af2e84", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 34910, + "estimated_input_tokens": 8728, + "estimated_eval_tokens": 17712 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "The set is mostly heterogeneous. I only accepted two soft duplicate pairs: the isolated-session persistence reports, and the memory capability / wiki-bridge import reports. The remaining pairs look related by subsystem or symptom family, but not the same concrete bug.", + "confidence": 0.81, + "canonical_issue_reason": "Issue 65092 is the clearest symptom-first report of the memory capability / wiki-bridge import failure, and it matches the root-cause variant in 66925.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 65092 is the most representative and actionable issue here: it describes the user-visible failure clearly and points to a concrete broken flow (bridge import returning zero artifacts).", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:64174", + "right": "issue:67917", + "accept": false, + "reason": "Both are OpenAI Codex OAuth failures, but they describe different failure modes and environments (403 HTML vs TLS/precheck/runtime fetch issues)." + }, + { + "left": "issue:68120", + "right": "issue:68256", + "accept": false, + "reason": "Both involve OpenRouter empty responses, but one is main chat and the other is non-default agents with per-agent auth profiles; too many path differences to treat as the same bug." + }, + { + "left": "issue:31544", + "right": "issue:53628", + "accept": false, + "reason": "These are unrelated: one is a model-selection warning message, the other is a skill installation environment-variable handling bug." + }, + { + "left": "issue:49347", + "right": "issue:68314", + "accept": false, + "reason": "Both are pnpm install failures, but one is a general install failure and the other is a specific false broken-lockfile error with --no-optional." + }, + { + "left": "issue:52175", + "right": "issue:65151", + "accept": true, + "reason": "Both report isolated runs/sessions not being persisted into sessions.json, causing session visibility/orphaning problems in the same tracking path." + }, + { + "left": "issue:53295", + "right": "issue:53486", + "accept": false, + "reason": "Both are Feishu bugs, but one is text-only send requiring a card param and the other is card JSON rendering as plain text; different concrete defects." + }, + { + "left": "issue:62995", + "right": "issue:63752", + "accept": false, + "reason": "Both are auth-detection complaints, but they affect different providers and auth mechanisms (AWS SDK instance role vs anthropic auth-profiles.json)." + }, + { + "left": "issue:63422", + "right": "issue:67400", + "accept": false, + "reason": "One is broken sub-agent exec tool calls; the other is inability to create persistent sub-agent sessions. Related area, not the same bug." + }, + { + "left": "issue:63657", + "right": "issue:64194", + "accept": false, + "reason": "Both involve restart-related config loss, but one is one-shot cron jobs and the other is WhatsApp/Telegram channel config; too broad to merge." + }, + { + "left": "issue:64026", + "right": "issue:64939", + "accept": false, + "reason": "Different providers and request shapes: llama.cpp/gemma4 400 no body versus Groq audio transcription needing manual multipart serialization." + }, + { + "left": "issue:64055", + "right": "issue:64188", + "accept": false, + "reason": "Completely different failures: port conflict on gateway restart versus Copilot model add failing during configure." + }, + { + "left": "issue:64551", + "right": "issue:66637", + "accept": false, + "reason": "Both mention macOS/node, but one is a missing prepare capability and the other is remote browser proxy behavior; not the same code-path problem." + }, + { + "left": "issue:67955", + "right": "issue:67972", + "accept": false, + "reason": "Unrelated: Slack route 404 versus npm install failure." + }, + { + "left": "issue:48479", + "right": "issue:62470", + "accept": false, + "reason": "Both are google-vertex issues, but one is auth mode selection and the other is empty replies with thinkingConfig/includeThoughts; different bugs." + }, + { + "left": "issue:57256", + "right": "issue:63561", + "accept": false, + "reason": "Both are false status reports, but one concerns openclaw-mem0 availability and the other user systemd availability; different checks and failure causes." + }, + { + "left": "issue:65159", + "right": "issue:66516", + "accept": false, + "reason": "Both mention active memory, but one is memory injection not triggering and the other is a timeout/blocker; not the same underlying defect." + }, + { + "left": "issue:65092", + "right": "issue:66925", + "accept": true, + "reason": "These describe the same memory capability registration bug: plugin state/publicArtifacts are clobbered, so wiki bridge import returns zero artifacts." + }, + { + "left": "issue:42074", + "right": "issue:67088", + "accept": false, + "reason": "Both are macOS dashboard-related, but one is general inaccessibility and the other is a GUI-detection false negative when SSH env vars are present." + }, + { + "left": "issue:64852", + "right": "issue:65318", + "accept": false, + "reason": "Both are 2026.4.10 auth regressions, but one is google-vertex service-account auth and the other is Gemini CLI OAuth; different auth flows." + }, + { + "left": "issue:63620", + "right": "issue:64131", + "accept": false, + "reason": "Likely related UI area, but one is a blocking overlay on the dreaming tab and the other is a vague page display abnormality; not enough to conclude same bug." + }, + { + "left": "issue:53687", + "right": "issue:66017", + "accept": false, + "reason": "Both concern image/media understanding, but one is missing media-understanding provider registration and the other is custom provider recognition in models.providers; too different." + }, + { + "left": "issue:28222", + "right": "issue:63641", + "accept": false, + "reason": "Different plugins and symptoms: diagnostics-otel plugin not working versus /prose command missing." + }, + { + "left": "issue:53871", + "right": "issue:67247", + "accept": false, + "reason": "Both are Telegram issues after upgrades, but one is channel config loss and the other is the native command menu disappearing." + }, + { + "left": "issue:64425", + "right": "issue:64894", + "accept": false, + "reason": "Both are OAuth failures, but they involve different products and error signatures (VPS callback failure versus OpenAI Codex invalid_scope/model.request)." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet and stays conservative. The two accepted soft pairs are well supported by the titles/body snippets, and the rejected pairs do not overclaim equivalence. No mergeability issues arise here since these are issue pairs rather than PR pairs." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 51, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:29367", + "issue:32892", + "issue:34377", + "issue:34631", + "issue:35249", + "issue:36088", + "issue:41972", + "issue:51609", + "issue:52488", + "issue:53235", + "issue:53247", + "issue:53425", + "issue:53430", + "issue:53578", + "issue:53591", + "issue:53705", + "issue:54938", + "issue:56982", + "issue:62844", + "issue:63422", + "issue:63561", + "issue:63816", + "issue:63834", + "issue:63999", + "issue:64894", + "issue:65026", + "issue:65184", + "issue:65315", + "issue:65431", + "issue:65450", + "issue:65695", + "issue:65848", + "issue:66281", + "issue:66381", + "issue:66598", + "issue:66669", + "issue:67093", + "issue:67102", + "issue:67136", + "issue:67158", + "issue:67168", + "issue:67357", + "issue:67817", + "issue:67955", + "issue:68118", + "issue:68436", + "issue:68508" + ], + "soft_pairs": [ + "issue:66381|issue:66598", + "issue:67102|issue:68436", + "issue:53425|issue:67158", + "issue:51609|issue:53425", + "issue:63561|issue:65184", + "issue:41972|issue:54938", + "issue:62844|issue:67168", + "issue:67357|issue:67817", + "issue:65695|issue:66281", + "issue:29367|issue:53705", + "issue:36088|issue:56982", + "issue:53591|issue:63422", + "issue:63999|issue:67093", + "issue:34377|issue:65026", + "issue:35249|issue:68118", + "issue:53235|issue:66669", + "issue:53247|issue:53430", + "issue:52488|issue:63834", + "issue:65431|issue:65450", + "issue:65315|issue:68508", + "issue:34631|issue:67955", + "issue:53425|issue:53578", + "issue:63816|issue:67136", + "issue:65184|issue:65848", + "issue:32892|issue:64894" + ], + "prepared_review_unit_hash": "be8e42fdfeae26657082bedbede658153c3e0a3596fbb9e00f209af25aa74ad5", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 25, + "serialized_chars": 34618, + "estimated_input_tokens": 8655, + "estimated_eval_tokens": 17566 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "A few clear duplicates cluster around webchat/control-UI message leakage and one around message flicker, but most soft pairs are only loosely related by subsystem and should stay separate.", + "confidence": 0.86, + "canonical_issue_reason": "Issue 68508 is the clearest representative of the transcript-leak class: it names the affected surfaces (WebChat / Control UI), the symptom (system event messages leaking into the visible transcript), and the trigger (async exec).", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 68508 is the best overall issue to keep as the canonical representative because it is the most explicit and actionable of the accepted duplicate themes, with a concrete UI leak path and reproducible trigger.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:66381", + "right": "issue:66598", + "accept": true, + "reason": "Same webchat send/render bug: both describe the user message disappearing or flickering right after send and then reappearing." + }, + { + "left": "issue:67102", + "right": "issue:68436", + "accept": false, + "reason": "Both mention OpenRouter/tool-call problems, but one is a Control UI tool-call formatting issue and the other is incomplete payloads; not the same bug." + }, + { + "left": "issue:53425", + "right": "issue:67158", + "accept": false, + "reason": "Both involve openai-codex OAuth/model rejection, but the failure modes differ: invalid tool-name validation vs specific GPT version rejection." + }, + { + "left": "issue:51609", + "right": "issue:53425", + "accept": false, + "reason": "Unrelated bugs: missing python3 in sandbox tools versus Codex OAuth schema validation." + }, + { + "left": "issue:63561", + "right": "issue:65184", + "accept": false, + "reason": "Both are gateway/systemd issues, but one is false status detection and the other is a missing unit-file install failure on migrated systems." + }, + { + "left": "issue:41972", + "right": "issue:54938", + "accept": false, + "reason": "Skills filtering in live sessions and skills snapshot invalidation on restart are different code paths and different symptoms." + }, + { + "left": "issue:62844", + "right": "issue:67168", + "accept": false, + "reason": "Different config bugs in different subsystems: Telegram loader/config reading versus logging.file not being applied." + }, + { + "left": "issue:67357", + "right": "issue:67817", + "accept": false, + "reason": "Discord file-sending behavior and Discord service-token setup are separate issues." + }, + { + "left": "issue:65695", + "right": "issue:66281", + "accept": false, + "reason": "Both are browser/CDP attach failures, but one is connecting to a child Chrome process after start and the other is macOS attach/DevToolsActivePort after update." + }, + { + "left": "issue:29367", + "right": "issue:53705", + "accept": false, + "reason": "Workspace inheritance and destructive delete behavior affect related areas but are not the same underlying bug." + }, + { + "left": "issue:36088", + "right": "issue:56982", + "accept": false, + "reason": "A TUI route error and a doctor/trusted-proxy auth status error are unrelated." + }, + { + "left": "issue:53591", + "right": "issue:63422", + "accept": false, + "reason": "Different tool-call regressions: Kimi/Moonshot payload compatibility versus sub-agent exec tool calls after a later update." + }, + { + "left": "issue:63999", + "right": "issue:67093", + "accept": true, + "reason": "Same underlying symptom: raw tool-call syntax leaks into user-visible messages across different channels." + }, + { + "left": "issue:34377", + "right": "issue:65026", + "accept": true, + "reason": "Same cross-surface reply leak: messages originating in webchat/control UI are fanning out into other transports (Telegram/Discord)." + }, + { + "left": "issue:35249", + "right": "issue:68118", + "accept": false, + "reason": "Browser-enable failure and OpenRouter provider breakage are unrelated." + }, + { + "left": "issue:53235", + "right": "issue:66669", + "accept": false, + "reason": "Both are rendering issues in webchat/control UI, but one is disappearing text messages and the other is missing image-attachment rendering." + }, + { + "left": "issue:53247", + "right": "issue:53430", + "accept": false, + "reason": "WhatsApp plugin crash and styling errors are unrelated." + }, + { + "left": "issue:52488", + "right": "issue:63834", + "accept": false, + "reason": "Both are security-audit false reports, but one is a missing operator.read scope and the other is a bad bundled-file hash probe." + }, + { + "left": "issue:65431", + "right": "issue:65450", + "accept": false, + "reason": "Image-tool config says images are allowed versus image-tool model resolution returning unknown model; different failures." + }, + { + "left": "issue:65315", + "right": "issue:68508", + "accept": true, + "reason": "Same visible-transcript leak in webchat/control UI; 68508 just adds the async-exec trigger and is the clearer report." + }, + { + "left": "issue:34631", + "right": "issue:67955", + "accept": false, + "reason": "Both are webhook 404s, but they affect different integrations and likely different route-registration paths." + }, + { + "left": "issue:53425", + "right": "issue:53578", + "accept": false, + "reason": "Codex OAuth validation error and Gemini per-turn slowness are different bugs." + }, + { + "left": "issue:63816", + "right": "issue:67136", + "accept": false, + "reason": "False-success delivery in WhatsApp media sending versus false-success file writing are separate code paths." + }, + { + "left": "issue:65184", + "right": "issue:65848", + "accept": false, + "reason": "Gateway install/systemd unit issues and skill-install script failures are unrelated." + }, + { + "left": "issue:32892", + "right": "issue:64894", + "accept": false, + "reason": "Both are OpenAI Codex auth/login failures, but the reported errors differ materially: no provider plugins versus invalid_scope/model.request." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The analyst summary stays within the packet and the accepted pairs are conservative: the duplicated webchat/control-UI leak cases are well grounded, and the rejected pairs are mostly distinct failure modes despite superficial subsystem overlap. No clear overstatement of evidence." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 52, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:24662", + "issue:32633", + "issue:32933", + "issue:33143", + "issue:34381", + "issue:34387", + "issue:34659", + "issue:36182", + "issue:51056", + "issue:52173", + "issue:52186", + "issue:52265", + "issue:53578", + "issue:53813", + "issue:55304", + "issue:57672", + "issue:58479", + "issue:60859", + "issue:63189", + "issue:63620", + "issue:64756", + "issue:64765", + "issue:65078", + "issue:65204", + "issue:65309", + "issue:65488", + "issue:65515", + "issue:65571", + "issue:65678", + "issue:66006", + "issue:66017", + "issue:66099", + "issue:66202", + "issue:66203", + "issue:66493", + "issue:66516", + "issue:66669", + "issue:66699", + "issue:67081", + "issue:67084", + "issue:67100", + "issue:67104", + "issue:67170", + "issue:67314", + "issue:67334", + "issue:67366", + "issue:67875" + ], + "soft_pairs": [ + "issue:36182|issue:51056", + "issue:52265|issue:55304", + "issue:32633|issue:67875", + "issue:65204|issue:65571", + "issue:66699|issue:67104", + "issue:63620|issue:64756", + "issue:32933|issue:34381", + "issue:58479|issue:63189", + "issue:67100|issue:67366", + "issue:66006|issue:67081", + "issue:53578|issue:65078", + "issue:34387|issue:34659", + "issue:65204|issue:66099", + "issue:65488|issue:67314", + "issue:52186|issue:67170", + "issue:57672|issue:66203", + "issue:52173|issue:66017", + "issue:60859|issue:66493", + "issue:65515|issue:65678", + "issue:33143|issue:53813", + "issue:24662|issue:66669", + "issue:65309|issue:67084", + "issue:64765|issue:66516", + "issue:66202|issue:67334" + ], + "prepared_review_unit_hash": "4a0e08d66fee849373f589a1b42bbb2baaf76c33f693c0039b147cb05c53d9ee", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 24, + "serialized_chars": 34097, + "estimated_input_tokens": 8525, + "estimated_eval_tokens": 17306 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This set is mostly heterogeneous, with several false-positive similarity links across unrelated bugs. A few pairs do share the same underlying code path or regression pattern, especially around OpenRouter auth, Chrome/CDP startup, web_fetch fake-IP handling, provenance warnings, heartbeat/context bleed, and active-memory timeout behavior.", + "confidence": 0.71, + "canonical_issue_reason": "No single canonical issue cleanly covers the whole set; if one anchor is needed, issue 51056 is the strongest because it is concrete, high-signal, and has the clearest reproducible 401/auth-header failure description.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 51056 is the best standalone issue here: it is specific, well-discussed, and represents a clear actionable bug rather than a vague symptom report.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:36182", + "right": "issue:51056", + "accept": true, + "reason": "Both point to the OpenRouter 401/auth-header path; the Perplexity Search API failure plausibly shares the same missing-auth bug." + }, + { + "left": "issue:52265", + "right": "issue:55304", + "accept": false, + "reason": "Both mention gateway timing/restart failures, but one is a CLI handshake timeout and the other is silent Telegram-channel initialization after restart; too different to treat as the same bug." + }, + { + "left": "issue:32633", + "right": "issue:67875", + "accept": false, + "reason": "These are distinct persistence regressions affecting different config fields and failure modes on restart." + }, + { + "left": "issue:65204", + "right": "issue:65571", + "accept": true, + "reason": "Both describe Chrome/CDP startup failure on Linux; 65571 looks like a more specific instance of the same launch problem." + }, + { + "left": "issue:66699", + "right": "issue:67104", + "accept": false, + "reason": "Both are Telegram command-menu issues, but one is payload-budget failure and the other is startup-state/commands.native logic; not the same bug." + }, + { + "left": "issue:63620", + "right": "issue:64756", + "accept": false, + "reason": "Both concern the Dreaming page UI, but one is an overlay blocking the page and the other is stray text/layout; related area but not the same defect." + }, + { + "left": "issue:32933", + "right": "issue:34381", + "accept": false, + "reason": "These are separate gateway-related symptoms: one loses an exec result on restart, the other loses agent bindings after restart." + }, + { + "left": "issue:58479", + "right": "issue:63189", + "accept": false, + "reason": "Approval/exec consumption and streaming-never-ends are unrelated behaviors." + }, + { + "left": "issue:67100", + "right": "issue:67366", + "accept": false, + "reason": "Both are onboarding TypeErrors, but they happen in different flows with different triggers." + }, + { + "left": "issue:66006", + "right": "issue:67081", + "accept": false, + "reason": "Both are webchat display timing issues, but one is auto-scroll and the other is delayed message rendering; too broad to call duplicate." + }, + { + "left": "issue:53578", + "right": "issue:65078", + "accept": false, + "reason": "These are different product areas and different regressions; only the version-upgrade context is shared." + }, + { + "left": "issue:34387", + "right": "issue:34659", + "accept": false, + "reason": "Unrelated: filesystem/path lookup versus TUI reply rendering." + }, + { + "left": "issue:65204", + "right": "issue:66099", + "accept": false, + "reason": "Both involve Chrome/CDP startup, but one cannot start Chrome while the other reports an unreachable websocket after start; similar subsystem, not clearly the same bug." + }, + { + "left": "issue:65488", + "right": "issue:67314", + "accept": true, + "reason": "67314 explicitly describes the heartbeat-model-bleed root cause behind the context-limit symptom; these look like the same underlying bug." + }, + { + "left": "issue:52186", + "right": "issue:67170", + "accept": false, + "reason": "Both are audio/voice-related, but one is wrong voice playback and the other is Telegram delivery failure; different code paths." + }, + { + "left": "issue:57672", + "right": "issue:66203", + "accept": false, + "reason": "Tool-call ID validation through OpenRouter is not the same as cron corrupting model IDs." + }, + { + "left": "issue:52173", + "right": "issue:66017", + "accept": false, + "reason": "These are separate provider/model UI issues; one is a model-switcher prefix bug, the other is image tool provider recognition." + }, + { + "left": "issue:60859", + "right": "issue:66493", + "accept": true, + "reason": "Both report web_fetch being blocked by fake-IP/private-IP handling in proxy environments; the later issue adds a variant of the same restriction." + }, + { + "left": "issue:65515", + "right": "issue:65678", + "accept": true, + "reason": "Both are false-positive provenance/allowlist warnings for installed plugins/extensions, with the same underlying status-validation problem." + }, + { + "left": "issue:33143", + "right": "issue:53813", + "accept": true, + "reason": "Both describe tool-call argument loss across repeated/multi-tool invocations, which suggests the same state-carryover bug in exec/tool-call handling." + }, + { + "left": "issue:24662", + "right": "issue:66669", + "accept": false, + "reason": "Both involve webchat images, but one is paste-to-agent delivery and the other is rendering of user-sent attachments; similar area, not clearly the same bug." + }, + { + "left": "issue:65309", + "right": "issue:67084", + "accept": true, + "reason": "Both tie Active Memory to session/turn timeouts; the later report looks like the same timeout regression surfacing as spam." + }, + { + "left": "issue:64765", + "right": "issue:66516", + "accept": false, + "reason": "Active Memory returning NONE for a stored preference and a generic Active Memory timeout are different failure modes." + }, + { + "left": "issue:66202", + "right": "issue:67334", + "accept": false, + "reason": "Model availability after upgrade and Ollama session timeout are distinct regressions." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The review is grounded in the packet and stays mostly conservative. The accepted soft edges are limited to close title-level matches within the same subsystem or symptom cluster, and the rejected ones are appropriately separated. The summary also correctly characterizes the set as mostly heterogeneous without overstating canonical coverage." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 53, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:17101", + "issue:29809", + "issue:30922", + "issue:31100", + "issue:32638", + "issue:33119", + "issue:34908", + "issue:52265", + "issue:52292", + "issue:53862", + "issue:53871", + "issue:54629", + "issue:57033", + "issue:59228", + "issue:59943", + "issue:61211", + "issue:62967", + "issue:63540", + "issue:64425", + "issue:64698", + "issue:64710", + "issue:64765", + "issue:64802", + "issue:65045", + "issue:65309", + "issue:65611", + "issue:65701", + "issue:65832", + "issue:66262", + "issue:66582", + "issue:66611", + "issue:66624", + "issue:66637", + "issue:67166", + "issue:67170", + "issue:67336", + "issue:67406", + "issue:67435", + "issue:67487", + "issue:67575", + "issue:67756", + "issue:67989", + "issue:68056", + "issue:68124", + "issue:68520", + "issue:68536", + "issue:68784" + ], + "soft_pairs": [ + "issue:29809|issue:67487", + "issue:53862|issue:64698", + "issue:31100|issue:63540", + "issue:30922|issue:34908", + "issue:57033|issue:65701", + "issue:66637|issue:67336", + "issue:66262|issue:68784", + "issue:67575|issue:68520", + "issue:66624|issue:68124", + "issue:67756|issue:67989", + "issue:52265|issue:53871", + "issue:32638|issue:62967", + "issue:65611|issue:66611", + "issue:64765|issue:66582", + "issue:68056|issue:68536", + "issue:61211|issue:64802", + "issue:64710|issue:65309", + "issue:17101|issue:67170", + "issue:59943|issue:67406", + "issue:54629|issue:59228", + "issue:64425|issue:65045", + "issue:57033|issue:67435", + "issue:33119|issue:67166", + "issue:52292|issue:65832" + ], + "prepared_review_unit_hash": "b9208857b9905e16bf5eda4f21b57f8499b95eb91efb85d538a397d5377ff37a", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 24, + "serialized_chars": 34230, + "estimated_input_tokens": 8558, + "estimated_eval_tokens": 17372 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Mostly a mixed cluster of unrelated bugs; only a couple of soft pairs look like true duplicates. The strongest duplicate match is the OpenRouter empty-response reports, and there is also a likely duplicate around Ollama image-model recognition.", + "confidence": 0.79, + "canonical_issue_reason": "No single issue cleanly subsumes the whole cluster. If one representative is needed, 67575 is the best anchor because it states the concrete OpenRouter failure mode and aligns with the closest duplicate report.", + "canonical_pr_reason": null, + "best_issue_reason": "67575 is the clearest representative issue: it has the most concrete symptom description (payloads=0 / incomplete turn) and the strongest match to another report in the cluster.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:29809", + "right": "issue:67487", + "accept": false, + "reason": "Different problems in the Control UI: one is an origin allowlist error from gateway hosting, the other is image attachments not displaying." + }, + { + "left": "issue:53862", + "right": "issue:64698", + "accept": false, + "reason": "Both are Telegram bugs, but one is multi-account polling dropping group messages and the other is requireMention being ignored." + }, + { + "left": "issue:31100", + "right": "issue:63540", + "accept": false, + "reason": "Different providers and media paths: Feishu TTS opus/mp3 format mismatch vs MiniMax TTS voiceCompatible for Telegram voice messages." + }, + { + "left": "issue:30922", + "right": "issue:34908", + "accept": false, + "reason": "Both mention version badges, but they affect different UIs/releases and do not clearly share the same code path." + }, + { + "left": "issue:57033", + "right": "issue:65701", + "accept": false, + "reason": "One is a provider request-shape bug for Gemini/Google; the other is Telegram duplicate message delivery." + }, + { + "left": "issue:66637", + "right": "issue:67336", + "accept": false, + "reason": "Both are macOS/browser-proxy related, but one is remote-mode proxy failure and the other is SSH path rewriting; not clearly the same bug." + }, + { + "left": "issue:66262", + "right": "issue:68784", + "accept": false, + "reason": "Both involve Codex, but one is stale thread binding after gateway reset while the other is missing approval/input prompts and MCP rejection." + }, + { + "left": "issue:67575", + "right": "issue:68520", + "accept": true, + "reason": "Same underlying OpenRouter failure: responses arrive but the turn stays empty/payloads=0; 68520 is the same symptom with a version note." + }, + { + "left": "issue:66624", + "right": "issue:68124", + "accept": false, + "reason": "Different TypeErrors in different flows: channel selection during onboarding vs agent:bootstrap hook." + }, + { + "left": "issue:67756", + "right": "issue:67989", + "accept": false, + "reason": "Both are routing issues, but one is cron model-prefix handling and the other is OpenRouter model routing; distinct failures." + }, + { + "left": "issue:52265", + "right": "issue:53871", + "accept": false, + "reason": "A CLI handshake timeout is unrelated to Telegram channel configuration after upgrade." + }, + { + "left": "issue:32638", + "right": "issue:62967", + "accept": false, + "reason": "Both mention reasoning_effort 400s, but the providers/models and required values differ enough that these look like separate compatibility bugs." + }, + { + "left": "issue:65611", + "right": "issue:66611", + "accept": false, + "reason": "Very similar attachOnly/CDP wording, but the profile types differ (manual-cdp vs browser) and the exact failure mode is not clearly the same." + }, + { + "left": "issue:64765", + "right": "issue:66582", + "accept": false, + "reason": "One is a specific Active Memory lookup returning NONE; the other is too generic to confirm the same defect." + }, + { + "left": "issue:68056", + "right": "issue:68536", + "accept": false, + "reason": "One is duplicate WhatsApp media replies; the other is filename loss during reply-media staging." + }, + { + "left": "issue:61211", + "right": "issue:64802", + "accept": false, + "reason": "Build failure in a WhatsApp contract file vs a Railway image version update request." + }, + { + "left": "issue:64710", + "right": "issue:65309", + "accept": false, + "reason": "One is an Ollama agent timeout, the other is Active Memory causing direct-chat delays/timeouts across models." + }, + { + "left": "issue:17101", + "right": "issue:67170", + "accept": false, + "reason": "Telegram voice transcription failure vs Telegram audio delivery failure are different directions and different bugs." + }, + { + "left": "issue:59943", + "right": "issue:67406", + "accept": true, + "reason": "Both describe the image tool failing to recognize Ollama vision/image-capable models; same underlying model-resolution bug." + }, + { + "left": "issue:54629", + "right": "issue:59228", + "accept": false, + "reason": "A status slash command rendering problem is not the same as slash-command argument stripping in routing." + }, + { + "left": "issue:64425", + "right": "issue:65045", + "accept": false, + "reason": "Different OAuth callback failures with different causes and scopes." + }, + { + "left": "issue:57033", + "right": "issue:67435", + "accept": false, + "reason": "Unrelated provider bugs: Gemini rejects an OpenAI-only field, while Ollama prepends the wrong model prefix." + }, + { + "left": "issue:33119", + "right": "issue:67166", + "accept": false, + "reason": "One is a bug about AI-agent image attachments in Control UI; the other is a feature request for inline user-sent images in WebChat." + }, + { + "left": "issue:52292", + "right": "issue:65832", + "accept": false, + "reason": "Duplicate image sends from auto-attached MEDIA: output is unrelated to custom-provider model registry recognition failures." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is conservative and grounded in the packet. It does not overclaim cluster unification, and the only accepted soft pairs are well-supported by the issue titles/symptoms: 67575/68520 on OpenRouter empty responses and 59943/67406 on Ollama image-model recognition. The rejected pairs also read as appropriately cautious rather than speculative." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 54, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:31246", + "issue:34776", + "issue:35283", + "issue:42870", + "issue:51175", + "issue:51557", + "issue:51558", + "issue:51656", + "issue:52282", + "issue:53162", + "issue:53578", + "issue:53687", + "issue:53739", + "issue:53785", + "issue:53870", + "issue:53925", + "issue:54253", + "issue:57072", + "issue:59205", + "issue:61589", + "issue:62296", + "issue:62920", + "issue:63345", + "issue:64250", + "issue:64523", + "issue:65067", + "issue:65102", + "issue:65347", + "issue:65510", + "issue:65514", + "issue:65516", + "issue:65529", + "issue:65611", + "issue:65659", + "issue:65848", + "issue:65950", + "issue:66050", + "issue:66065", + "issue:66097", + "issue:66492", + "issue:66892", + "issue:66982", + "issue:67334", + "issue:67684", + "issue:67745", + "issue:68394", + "issue:68513", + "issue:68735" + ], + "soft_pairs": [ + "issue:59205|issue:67334", + "issue:66050|issue:66097", + "issue:65102|issue:65848", + "issue:51557|issue:65950", + "issue:66492|issue:66982", + "issue:51558|issue:53162", + "issue:53687|issue:65529", + "issue:57072|issue:65611", + "issue:65514|issue:66892", + "issue:31246|issue:34776", + "issue:53578|issue:53739", + "issue:53785|issue:63345", + "issue:64523|issue:68394", + "issue:53925|issue:65510", + "issue:65067|issue:67684", + "issue:65611|issue:66065", + "issue:62296|issue:62920", + "issue:53870|issue:64250", + "issue:54253|issue:68735", + "issue:35283|issue:65659", + "issue:51175|issue:65347", + "issue:42870|issue:67745", + "issue:52282|issue:65516", + "issue:61589|issue:66065", + "issue:51656|issue:68513" + ], + "prepared_review_unit_hash": "27afe39c6706125eb45f3d47ff4382a2b118aef03f4071200866d31bb34a211c", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 25, + "serialized_chars": 35494, + "estimated_input_tokens": 8874, + "estimated_eval_tokens": 18004 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Most pairs are only superficially similar and should stay separate. I\u2019d accept 4 soft duplicate pairs: missing async-result context in relay sessions, WhatsApp listener routing failures, session persistence loss on restart, and managed-browser CDP reachability regressions. No PRs were present.", + "confidence": 0.81, + "canonical_issue_reason": "issue:66065 is the clearest, most specific report of the managed-browser/CDP regression and best anchors that duplicate pair.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:66065 is the strongest representative issue in the set: concrete regression, clear environment, and a narrow actionable failure mode.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:59205", + "right": "issue:67334", + "accept": false, + "reason": "Both are Ollama-related, but one is auth 401 after update and the other is a timeout/session issue; different bugs." + }, + { + "left": "issue:66050", + "right": "issue:66097", + "accept": false, + "reason": "Both involve CDP reachability, but one is a managed-browser connection failure and the other is an attachOnly profile misclassified as not running; not clearly the same defect." + }, + { + "left": "issue:65102", + "right": "issue:65848", + "accept": false, + "reason": "One is about security settings not enabling inline Python; the other is a skills-install failure on Windows. Different code paths." + }, + { + "left": "issue:51557", + "right": "issue:65950", + "accept": false, + "reason": "Both mention cron/isolated sessions, but one is a compatibility/skill/browser issue and the other is incorrect status reporting for incomplete work." + }, + { + "left": "issue:66492", + "right": "issue:66982", + "accept": true, + "reason": "Both describe missing async result/context in relay completion flows causing confused replies or orphan sessions; same underlying session-context bug." + }, + { + "left": "issue:51558", + "right": "issue:53162", + "accept": true, + "reason": "Both point to the WhatsApp Web listener being present but unusable to downstream delivery/handler logic; same listener-routing failure." + }, + { + "left": "issue:53687", + "right": "issue:65529", + "accept": false, + "reason": "Different providers and features: media-understanding fallback versus Edge TTS registration." + }, + { + "left": "issue:57072", + "right": "issue:65611", + "accept": false, + "reason": "UI route/session desync is unrelated to CDP attach detection." + }, + { + "left": "issue:65514", + "right": "issue:66892", + "accept": false, + "reason": "Both involve MiniMax/LCM, but one is tokenBudget forwarding and the other is tool-call ID formatting; distinct failures." + }, + { + "left": "issue:31246", + "right": "issue:34776", + "accept": false, + "reason": "Both are Discord slash-command bugs, but one is message-tool send blocking resolution and the other is allowFrom causing unauthorized-user timeout." + }, + { + "left": "issue:53578", + "right": "issue:53739", + "accept": false, + "reason": "Same release window, but one is OAuth slowness and the other is Feishu message routing failure after plugin install." + }, + { + "left": "issue:53785", + "right": "issue:63345", + "accept": false, + "reason": "Package binary bundling on Linux is not the same as matrix plugin missing-key errors." + }, + { + "left": "issue:64523", + "right": "issue:68394", + "accept": false, + "reason": "One re-injects assistant responses as user input; the other drops image messages after assistant completion. Different UI bugs." + }, + { + "left": "issue:53925", + "right": "issue:65510", + "accept": false, + "reason": "Different failures: /btw model-specific command issue versus SecretRef handling for Firecrawl API keys." + }, + { + "left": "issue:65067", + "right": "issue:67684", + "accept": false, + "reason": "The generic Windows onboarding failure and the specific undefined.trim error could be related, but the evidence is too broad to treat as the same bug." + }, + { + "left": "issue:62296", + "right": "issue:62920", + "accept": false, + "reason": "One is a hook not firing; the other is a cron never being created. Related area, but not the same defect." + }, + { + "left": "issue:53870", + "right": "issue:64250", + "accept": false, + "reason": "Package security-scan status is unrelated to conversation context limit resets." + }, + { + "left": "issue:54253", + "right": "issue:68735", + "accept": false, + "reason": "One is a RISC-V runtime/request failure; the other is provider schema/tool-payload rejection. Different root causes." + }, + { + "left": "issue:35283", + "right": "issue:65659", + "accept": true, + "reason": "Both describe session persistence/restoration loss on restart, with missing session metadata as the likely common root cause." + }, + { + "left": "issue:51175", + "right": "issue:65347", + "accept": false, + "reason": "Both are OAuth failures, but the reported errors and failure stages differ materially." + }, + { + "left": "issue:42870", + "right": "issue:67745", + "accept": false, + "reason": "Cloudflare 403 with backticks is a request-shaping issue, not the same as tool_calls not executing." + }, + { + "left": "issue:52282", + "right": "issue:65516", + "accept": false, + "reason": "Windows command-path quoting failure and missing installed script are distinct build/package problems." + }, + { + "left": "issue:61589", + "right": "issue:66065", + "accept": true, + "reason": "Both report managed-browser CDP reachability detection failing even though Chromium is alive, making them strong duplicates." + }, + { + "left": "issue:51656", + "right": "issue:68513", + "accept": false, + "reason": "One is incorrect tool routing when the primary model lacks vision; the other is image attachments being dropped in UI fallback handling." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet and the accepted soft pairs are conservative: each accepted pair is supported by closely aligned titles and failure modes (session context loss, WhatsApp listener routing, restart/session restoration, and managed-browser CDP reachability). The rejected pairs are also mostly well-justified as distinct bugs. No PRs were present, so the PR-mergeability constraint is not implicated." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 55, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:30308", + "issue:30818", + "issue:31096", + "issue:31275", + "issue:32113", + "issue:32712", + "issue:41972", + "issue:44778", + "issue:47650", + "issue:49059", + "issue:51158", + "issue:51175", + "issue:51578", + "issue:51728", + "issue:52605", + "issue:53318", + "issue:53365", + "issue:53591", + "issue:53623", + "issue:53666", + "issue:53697", + "issue:53729", + "issue:53907", + "issue:53934", + "issue:60087", + "issue:60102", + "issue:62819", + "issue:62880", + "issue:63345", + "issue:63693", + "issue:63816", + "issue:64226", + "issue:64425", + "issue:64528", + "issue:65117", + "issue:65247", + "issue:65678", + "issue:65832", + "issue:65835", + "issue:65836", + "issue:66523", + "issue:66626", + "issue:66972", + "issue:67817", + "issue:68228", + "issue:68479", + "issue:68508" + ], + "soft_pairs": [ + "issue:32113|issue:62880", + "issue:51728|issue:53907", + "issue:60102|issue:66972", + "issue:65247|issue:68508", + "issue:65832|issue:68228", + "issue:66523|issue:67817", + "issue:41972|issue:49059", + "issue:51158|issue:63345", + "issue:53365|issue:53666", + "issue:64226|issue:65117", + "issue:31275|issue:64528", + "issue:47650|issue:52605", + "issue:65835|issue:66626", + "issue:65836|issue:66626", + "issue:53591|issue:68479", + "issue:30308|issue:32712", + "issue:51175|issue:64425", + "issue:44778|issue:60087", + "issue:53729|issue:63816", + "issue:53318|issue:53697", + "issue:63693|issue:65678", + "issue:30818|issue:53934", + "issue:31096|issue:62819", + "issue:51578|issue:53623" + ], + "prepared_review_unit_hash": "91a2b889e92c7ce7a9b52c9b39732bf6b217d83f12925e4072a1c7aee98b9d22", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 24, + "serialized_chars": 34229, + "estimated_input_tokens": 8558, + "estimated_eval_tokens": 17372 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Mostly heterogeneous issue set; the only explicit duplicate is 65835/65836. A few soft pairs look like the same concrete bug family (Feishu card schema, WhatsApp media send, config secret leakage), but most others are adjacent symptoms in different code paths and should stay separate.", + "confidence": 0.78, + "canonical_issue_reason": "issue:65835 is the strongest canonical issue because it has an explicit duplicate reference from 65836 and a clear, security-relevant description of the config.get secret exposure bug.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:65835 is the best cluster anchor: concrete repro, explicit duplicate evidence, and it cleanly represents one of the few confirmed duplicate families in an otherwise mixed set.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:32113", + "right": "issue:62880", + "accept": false, + "reason": "Both are missing-package-file bugs, but they affect different packages/files and likely different publish pipelines." + }, + { + "left": "issue:51728", + "right": "issue:53907", + "accept": false, + "reason": "Different products and failure modes: WebChat attachment delivery vs WhatsApp breaking after upgrade." + }, + { + "left": "issue:60102", + "right": "issue:66972", + "accept": false, + "reason": "Both mention stale ACP/session binding, but one is Telegram DM pinning and the other is /new being blocked; too different to treat as the same bug." + }, + { + "left": "issue:65247", + "right": "issue:68508", + "accept": false, + "reason": "Both involve transcript/system-message leakage, but the triggers and code paths differ: history replay vs async exec." + }, + { + "left": "issue:65832", + "right": "issue:68228", + "accept": false, + "reason": "Related custom-provider/image themes, but one is model registry/provider recognition and the other is WebChat paste handling; not the same concrete bug." + }, + { + "left": "issue:66523", + "right": "issue:67817", + "accept": false, + "reason": "Windows env-var handling bug vs missing service environment variable in setup; different root causes." + }, + { + "left": "issue:41972", + "right": "issue:49059", + "accept": false, + "reason": "Both are skills/session issues, but one is filter application in live gateway sessions and the other is snapshot refresh after restart." + }, + { + "left": "issue:51158", + "right": "issue:63345", + "accept": false, + "reason": "Matrix inbound routing drop vs missing keys message; likely related area, but not the same failure." + }, + { + "left": "issue:53365", + "right": "issue:53666", + "accept": false, + "reason": "Completely unrelated subsystems: openclaw-weixin login QR failure vs memory index regression." + }, + { + "left": "issue:64226", + "right": "issue:65117", + "accept": true, + "reason": "Both describe the same WhatsApp outbound media-sending failure: silent media send loss in the web-outbound/message-tool path." + }, + { + "left": "issue:31275", + "right": "issue:64528", + "accept": false, + "reason": "Same session-memory hook family, but different bug surfaces: /new hook not triggered vs workspace isolation being ignored." + }, + { + "left": "issue:47650", + "right": "issue:52605", + "accept": false, + "reason": "52605 matches one sub-bug mentioned inside the broader 47650 bundle, but 47650 is a multi-bug umbrella issue rather than the same single defect." + }, + { + "left": "issue:65835", + "right": "issue:66626", + "accept": true, + "reason": "Same config.get secret-leak bug family: plaintext API keys via sourceConfig/runtimeConfig paths." + }, + { + "left": "issue:65836", + "right": "issue:66626", + "accept": true, + "reason": "65836 is the duplicate of 65835, and 66626 describes the same secret exposure in config.get with broader paths." + }, + { + "left": "issue:53591", + "right": "issue:68479", + "accept": false, + "reason": "Different regressions and tools: kimi-coding tool args vs cron sessions losing the message tool." + }, + { + "left": "issue:30308", + "right": "issue:32712", + "accept": false, + "reason": "Both are Feishu message parsing bugs, but one is general receive-message formatting and the other is quoted card content retrieval with @mentions." + }, + { + "left": "issue:51175", + "right": "issue:64425", + "accept": false, + "reason": "Unrelated auth failures: openai-codex country/region OAuth error vs VPS callback failure." + }, + { + "left": "issue:44778", + "right": "issue:60087", + "accept": false, + "reason": "Both mention gateway crashes, but the triggering paths differ: Feishu image-to-tool routing vs exec tool invocation." + }, + { + "left": "issue:53729", + "right": "issue:63816", + "accept": false, + "reason": "Both are WhatsApp outbound issues, but one is outbound echoing back inbound and the other is media delivery success-without-file." + }, + { + "left": "issue:53318", + "right": "issue:53697", + "accept": true, + "reason": "Same Feishu schema bug: the card field is incorrectly required, breaking media/filepath sends." + }, + { + "left": "issue:63693", + "right": "issue:65678", + "accept": false, + "reason": "Both are false-positive allowlist/provenance warnings, but they refer to different warning sources and conditions." + }, + { + "left": "issue:30818", + "right": "issue:53934", + "accept": false, + "reason": "Web UI bugs in different places: pasted images not reaching backend vs URL text corruption." + }, + { + "left": "issue:31096", + "right": "issue:62819", + "accept": false, + "reason": "Different platforms and errors: Telegram 403 send failure vs QQ isolated-session send failure." + }, + { + "left": "issue:51578", + "right": "issue:53623", + "accept": false, + "reason": "Both are voice-message feature requests, but for different integrations (Feishu vs openclaw-weixin) and not the same change." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "Grounded overall: the summary reflects the packet, correctly centers the explicit duplicate pair 65835/65836, and the accepted soft pairs are reasonably supported by the titles/body descriptions. The rejected pairs are phrased conservatively and do not overclaim identity." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 56, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:33354", + "issue:34527", + "issue:35119", + "issue:35160", + "issue:35306", + "issue:36088", + "issue:37299", + "issue:42614", + "issue:43419", + "issue:43680", + "issue:50651", + "issue:52405", + "issue:53162", + "issue:53174", + "issue:53365", + "issue:53397", + "issue:53517", + "issue:53758", + "issue:53797", + "issue:57033", + "issue:62470", + "issue:63274", + "issue:63980", + "issue:64238", + "issue:64272", + "issue:64309", + "issue:64425", + "issue:64528", + "issue:64802", + "issue:65335", + "issue:65443", + "issue:65448", + "issue:65653", + "issue:65662", + "issue:65790", + "issue:65869", + "issue:65950", + "issue:66124", + "issue:67327", + "issue:67598", + "issue:67955", + "issue:67984", + "issue:68013", + "issue:68027", + "issue:68028", + "issue:68074", + "issue:68102" + ], + "soft_pairs": [ + "issue:53162|issue:63274", + "issue:42614|issue:57033", + "issue:43680|issue:67598", + "issue:65950|issue:67327", + "issue:66124|issue:68028", + "issue:50651|issue:53758", + "issue:43419|issue:53517", + "issue:33354|issue:64528", + "issue:62470|issue:65448", + "issue:65335|issue:65869", + "issue:65790|issue:68102", + "issue:64272|issue:65443", + "issue:36088|issue:67955", + "issue:64238|issue:64802", + "issue:64425|issue:68027", + "issue:65653|issue:68074", + "issue:63980|issue:64309", + "issue:34527|issue:65662", + "issue:35306|issue:52405", + "issue:53174|issue:53797", + "issue:67984|issue:68013", + "issue:53397|issue:68028", + "issue:35119|issue:35160", + "issue:37299|issue:53365" + ], + "prepared_review_unit_hash": "f19f618aedc98e6dab3032eebcf1c418c2d8daca64f9a8f49d88785dd75b43a2", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 24, + "serialized_chars": 34529, + "estimated_input_tokens": 8633, + "estimated_eval_tokens": 17522 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This set is mostly a grab bag of unrelated issues; only a few soft pairs look like true duplicates. The strongest duplicate clusters are the Codex fallback bug, the control-UI model dropdown bug, the Dreaming/wiki RPC bug, and the webchat image-attachment bug.", + "confidence": 0.81, + "canonical_issue_reason": "Issue 35160 is the clearest root-cause formulation in the set: it names the retryability/fallback classification problem directly, while 35119 is the broader symptom report.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 35160 is the best canonical anchor because it is specific, actionable, and describes the failure mode more precisely than the sibling symptom-only report.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:53162", + "right": "issue:63274", + "accept": false, + "reason": "Both are cron delivery failures, but they affect different channels (WhatsApp vs Telegram) and do not look like the same underlying bug." + }, + { + "left": "issue:42614", + "right": "issue:57033", + "accept": false, + "reason": "Both are provider-specific Responses API incompatibilities, but they involve different fields and different providers, so this is too broad to merge." + }, + { + "left": "issue:43680", + "right": "issue:67598", + "accept": false, + "reason": "Both mention model overrides being ignored, but one is agent config and the other is cron payload isolation; different code paths and likely different bugs." + }, + { + "left": "issue:65950", + "right": "issue:67327", + "accept": false, + "reason": "These are different subsystems: isolated cron status reporting versus memory-wiki bridge artifact counts." + }, + { + "left": "issue:66124", + "right": "issue:68028", + "accept": false, + "reason": "Dreaming config-write validation and tavily SecretRef runtime handling are unrelated failures." + }, + { + "left": "issue:50651", + "right": "issue:53758", + "accept": true, + "reason": "Both describe the control UI model dropdown mishandling duplicate model IDs / selection display, which looks like the same UI bug." + }, + { + "left": "issue:43419", + "right": "issue:53517", + "accept": false, + "reason": "Both are installation issues, but one is a git-sourced transitive dependency problem and the other is missing peer-dependency installation; different fixes." + }, + { + "left": "issue:33354", + "right": "issue:64528", + "accept": false, + "reason": "Workspace skill loading at agent startup is unrelated to session-memory workspace isolation." + }, + { + "left": "issue:62470", + "right": "issue:65448", + "accept": false, + "reason": "Both mention empty Gemini output, but one is a specific thinkingConfig/includeThoughts case and the other is broader intermittent output loss; not enough to treat as the same bug." + }, + { + "left": "issue:65335", + "right": "issue:65869", + "accept": true, + "reason": "Both report the Dreaming Control UI calling missing wiki RPCs/APIs, so they point to the same broken integration path." + }, + { + "left": "issue:65790", + "right": "issue:68102", + "accept": true, + "reason": "Both are about the web/control UI losing image attachments in the message/attachment flow, likely the same path regression." + }, + { + "left": "issue:64272", + "right": "issue:65443", + "accept": false, + "reason": "General TTS regression versus Telegram direct-chat TTS delivery failure; related area, but not the same concrete bug." + }, + { + "left": "issue:36088", + "right": "issue:67955", + "accept": false, + "reason": "OpenClaw TUI route error and Slack HTTP route returning 404 are different route failures in different subsystems." + }, + { + "left": "issue:64238", + "right": "issue:64802", + "accept": false, + "reason": "A model-regression report and a Railway Docker image/version update request are not the same bug." + }, + { + "left": "issue:64425", + "right": "issue:68027", + "accept": false, + "reason": "OAuth callback on VPS and browser attachOnly/profile-running state are unrelated operational failures." + }, + { + "left": "issue:65653", + "right": "issue:68074", + "accept": false, + "reason": "Orphaned sessions not cleaned up versus cleanup failing on missing scope are related only at a very high level; different root causes." + }, + { + "left": "issue:63980", + "right": "issue:64309", + "accept": false, + "reason": "Both concern iMessage echo detection, but they describe different edge cases (self-chat mis \u092a\u0939\u091a\u093e\u0928 vs attributed-text prefix bytes) and may need separate fixes." + }, + { + "left": "issue:34527", + "right": "issue:65662", + "accept": false, + "reason": "Different TTS failures: response refresh interrupting streaming versus ElevenLabs playback failure and fallback." + }, + { + "left": "issue:35306", + "right": "issue:52405", + "accept": false, + "reason": "screen_record/system.which blockage and canonical-cwd approval errors in exec/system.run are unrelated." + }, + { + "left": "issue:53174", + "right": "issue:53797", + "accept": false, + "reason": "Both are /btw provider errors, but the concrete failure modes differ (ModelStudio tool-schema error vs Copilot unsupported model)." + }, + { + "left": "issue:67984", + "right": "issue:68013", + "accept": false, + "reason": "npm install failure and a startsWith TypeError after update are different problems." + }, + { + "left": "issue:53397", + "right": "issue:68028", + "accept": false, + "reason": "Config schema validation for web.fetch and tavily SecretRef runtime behavior are distinct issues." + }, + { + "left": "issue:35119", + "right": "issue:35160", + "accept": true, + "reason": "These are the same Codex/OpenAI fallback bug: one reports the HTTP 500 symptom and the other states the retryability/fallback classification root cause." + }, + { + "left": "issue:37299", + "right": "issue:53365", + "accept": false, + "reason": "Cron list/run TypeError and a missing helper in openclaw-weixin login are different bugs." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet, the canonical-anchor choice for 35160 vs 35119 is well supported, and the soft-edge verdicts are generally conservative. The accepted duplicate pairs are plausible mergeable same-bug clusters, and the rejected pairs stay appropriately cautious about differing providers, code paths, or failure modes." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 57, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:30030", + "issue:30917", + "issue:31049", + "issue:32808", + "issue:33043", + "issue:33534", + "issue:35254", + "issue:35556", + "issue:36811", + "issue:36830", + "issue:38826", + "issue:46012", + "issue:51099", + "issue:52186", + "issue:53162", + "issue:53365", + "issue:53386", + "issue:53648", + "issue:53666", + "issue:53679", + "issue:53753", + "issue:53926", + "issue:55272", + "issue:57131", + "issue:57574", + "issue:60087", + "issue:60913", + "issue:61103", + "issue:63641", + "issue:63699", + "issue:64602", + "issue:64618", + "issue:65067", + "issue:65208", + "issue:65408", + "issue:65528", + "issue:65619", + "issue:66006", + "issue:66046", + "issue:67072", + "issue:67152", + "issue:67394", + "issue:67646", + "issue:67730", + "issue:67792", + "issue:68118", + "issue:68261", + "issue:68760" + ], + "soft_pairs": [ + "issue:57131|issue:65619", + "issue:60087|issue:63699", + "issue:64618|issue:67730", + "issue:51099|issue:61103", + "issue:33043|issue:52186", + "issue:53162|issue:68760", + "issue:30917|issue:63641", + "issue:32808|issue:35556", + "issue:36830|issue:53365", + "issue:53926|issue:65067", + "issue:36811|issue:38826", + "issue:65208|issue:65528", + "issue:64602|issue:67152", + "issue:53386|issue:67394", + "issue:30030|issue:31049", + "issue:68118|issue:68760", + "issue:33534|issue:53648", + "issue:53753|issue:67792", + "issue:55272|issue:65408", + "issue:67646|issue:68261", + "issue:46012|issue:53679", + "issue:33534|issue:35254", + "issue:66006|issue:67072", + "issue:53666|issue:66046", + "issue:57574|issue:60913" + ], + "prepared_review_unit_hash": "53ad98c2c61403780160cf4a4ab2608e4098251c18de97c53707c59808792367", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 25, + "serialized_chars": 35383, + "estimated_input_tokens": 8846, + "estimated_eval_tokens": 17948 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Mostly unrelated issues; only the Telegram NO_REPLY leakage pair looks like the same underlying bug. No PRs are present.", + "confidence": 0.68, + "canonical_issue_reason": "issue:36811 is the clearest, broadest statement of the underlying Telegram suppression bug; it describes the core NO_REPLY leak without narrowing to a specific voice path.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:36811 is the best representative because it is specific, actionable, and captures the shared Telegram internal-token leak that the similar report appears to repeat.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:57131", + "right": "issue:65619", + "accept": false, + "reason": "Both are macOS gateway problems, but one is about stopping a LaunchAgent and the other is about loopback bind/health startup failure; different failure modes." + }, + { + "left": "issue:60087", + "right": "issue:63699", + "accept": false, + "reason": "Both involve exec-related gateway crashes, but one is every exec invocation killing the gateway while the other is a stderr-after-exit unhandled rejection; not the same bug." + }, + { + "left": "issue:64618", + "right": "issue:67730", + "accept": false, + "reason": "One is a missing cron registration; the other is session cleanup never happening. Same area, different underlying defects." + }, + { + "left": "issue:51099", + "right": "issue:61103", + "accept": false, + "reason": "Sandbox image python3 missing is unrelated to Control UI image upload regression." + }, + { + "left": "issue:33043", + "right": "issue:52186", + "accept": false, + "reason": "Both are TTS-related, but one is truncated Feishu audio and the other is the wrong voice/provider being played; distinct issues." + }, + { + "left": "issue:53162", + "right": "issue:68760", + "accept": false, + "reason": "Both touch cron delivery, but one is missing WhatsApp listener delivery and the other is channel state reverting after execution; different bugs." + }, + { + "left": "issue:30917", + "right": "issue:63641", + "accept": false, + "reason": "Telegram/Qwen model failure and open-prose plugin command lookup are unrelated." + }, + { + "left": "issue:32808", + "right": "issue:35556", + "accept": false, + "reason": "Both are Feishu bugs, but one is WSL2 add-channel failure and the other is post-card normal-message send failure; not the same code-path problem." + }, + { + "left": "issue:36830", + "right": "issue:53365", + "accept": false, + "reason": "TUI keyboard handling and Weixin login QR/function resolution are unrelated." + }, + { + "left": "issue:53926", + "right": "issue:65067", + "accept": false, + "reason": "Linux gateway EnvironmentFile/symlink issue and Windows onboard failure are different platform/setup problems." + }, + { + "left": "issue:36811", + "right": "issue:38826", + "accept": true, + "reason": "Both describe Telegram leaking internal NO_REPLY markers instead of suppressing the message; 38826 looks like the same bug through the TTS voice path." + }, + { + "left": "issue:65208", + "right": "issue:65528", + "accept": false, + "reason": "One is a missing remote-debugging-port arg; the other is a managed browser process dying after spawn. Same subsystem, different faults." + }, + { + "left": "issue:64602", + "right": "issue:67152", + "accept": false, + "reason": "Both are dreaming-related, but one is an idempotencyKey failure and the other is request-scoped runtime/cleanup misuse; not the same issue." + }, + { + "left": "issue:53386", + "right": "issue:67394", + "accept": false, + "reason": "One is fromMe echo filtering causing loops; the other is WhatsApp group replies not delivered. Different defects." + }, + { + "left": "issue:30030", + "right": "issue:31049", + "accept": false, + "reason": "Both mention fallback, but one is Anthropic/API rate-limit cooldown behavior and the other is unreachable primary model fallback; too different to merge." + }, + { + "left": "issue:68118", + "right": "issue:68760", + "accept": false, + "reason": "OpenRouter broke after update versus cron delivery channel state reset after execution; unrelated." + }, + { + "left": "issue:33534", + "right": "issue:53648", + "accept": false, + "reason": "Both are Control UI display bugs, but they affect different fields and components." + }, + { + "left": "issue:53753", + "right": "issue:67792", + "accept": false, + "reason": "Both concern model label formatting, but one is Control UI model switching and the other is Telegram menu labeling for openrouter models; not the same bug." + }, + { + "left": "issue:55272", + "right": "issue:65408", + "accept": false, + "reason": "Active runtime model display and device-token retry fallback are unrelated Control UI/session issues." + }, + { + "left": "issue:67646", + "right": "issue:68261", + "accept": false, + "reason": "Both are OpenRouter blank-response reports, but one is specific to a cron-agent-turn harness and the other is a broader model-run summary; similar symptom, insufficient evidence of one concrete bug." + }, + { + "left": "issue:46012", + "right": "issue:53679", + "accept": false, + "reason": "Both involve macOS LaunchAgents, but one is not loaded after update and the other is a hardcoded TMPDIR path after Migration Assistant; different root causes." + }, + { + "left": "issue:33534", + "right": "issue:35254", + "accept": false, + "reason": "Both are Control UI/session-related, but one is displayName leakage and the other is routing TUI messages to Discord DM." + }, + { + "left": "issue:66006", + "right": "issue:67072", + "accept": false, + "reason": "Both are webchat scrolling/display timing issues, but the symptom and likely code paths differ." + }, + { + "left": "issue:53666", + "right": "issue:66046", + "accept": false, + "reason": "Memory index regression and Google Vertex 401 auth failures are unrelated." + }, + { + "left": "issue:57574", + "right": "issue:60913", + "accept": false, + "reason": "Different provider additions for different capabilities (image generation vs image understanding)." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet: there are no PRs, and the only accepted soft pair (issue:36811 vs issue:38826) is a cautious, title-level match on the same Telegram NO_REPLY leak. The other verdicts stay conservative and do not overclaim equivalence." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 58, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:29809", + "issue:30025", + "issue:30314", + "issue:31514", + "issue:32967", + "issue:33119", + "issue:34381", + "issue:34610", + "issue:34830", + "issue:35254", + "issue:35793", + "issue:36270", + "issue:41342", + "issue:49934", + "issue:51056", + "issue:51126", + "issue:53249", + "issue:53335", + "issue:53386", + "issue:53523", + "issue:53547", + "issue:53729", + "issue:63345", + "issue:63896", + "issue:64003", + "issue:64533", + "issue:64704", + "issue:65321", + "issue:65571", + "issue:65578", + "issue:65706", + "issue:65990", + "issue:66097", + "issue:66158", + "issue:66533", + "issue:66682", + "issue:66941", + "issue:67056", + "issue:67248", + "issue:67687", + "issue:67786", + "issue:68018", + "issue:68057", + "issue:68147", + "issue:68373", + "issue:68451", + "issue:68810", + "issue:68828" + ], + "soft_pairs": [ + "issue:31514|issue:35254", + "issue:65321|issue:65571", + "issue:66158|issue:68018", + "issue:65578|issue:68147", + "issue:53386|issue:53729", + "issue:66941|issue:68810", + "issue:29809|issue:49934", + "issue:41342|issue:67056", + "issue:32967|issue:64704", + "issue:35793|issue:53547", + "issue:51126|issue:65706", + "issue:65990|issue:66097", + "issue:68373|issue:68828", + "issue:30314|issue:67687", + "issue:53523|issue:68451", + "issue:30025|issue:36270", + "issue:33119|issue:49934", + "issue:34381|issue:34610", + "issue:63896|issue:64533", + "issue:34830|issue:36270", + "issue:51056|issue:67786", + "issue:53335|issue:66533", + "issue:63345|issue:64003", + "issue:66682|issue:68057", + "issue:53249|issue:67248" + ], + "prepared_review_unit_hash": "89220874f5d47d3c92833232e543a7b75f112a67bbbd3a0cd210eaecae51ec21", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 25, + "serialized_chars": 35361, + "estimated_input_tokens": 8841, + "estimated_eval_tokens": 17938 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This is a mixed cluster with mostly superficial title similarity rather than true duplicates. I only accepted the pairs that appear to share the same concrete bug path: subagent delivery-context inheritance, WhatsApp echo-loop filtering, and memory/wiki capability exposure.", + "confidence": 0.84, + "canonical_issue_reason": "issue:68373 is the strongest anchor because it states a concrete regression and root cause hint (cached plugin restore dropping memory capability), which aligns with the paired wiki-import failure.", + "canonical_pr_reason": null, + "best_issue_reason": "Best representative open issue in the accepted duplicate group: it is specific, actionable, and explains the failure mode more directly than the symptom-only report.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:31514", + "right": "issue:35254", + "accept": false, + "reason": "Both involve message routing, but one is Slack DM duplication from [[reply_to_current]] and the other is TUI messages going to Discord DM; different channels and code paths." + }, + { + "left": "issue:65321", + "right": "issue:65571", + "accept": false, + "reason": "Different subsystems: built-in TTS is broken vs browser CDP startup failure. No shared underlying bug." + }, + { + "left": "issue:66158", + "right": "issue:68018", + "accept": true, + "reason": "Both describe the same underlying subagent inheritance bug: parent delivery target/session is not propagated and the fallback becomes DM." + }, + { + "left": "issue:65578", + "right": "issue:68147", + "accept": false, + "reason": "One is model auto-discovery returning only Kilo/kilo-auto; the other is the UI only letting you select one model. Related area, but not the same bug." + }, + { + "left": "issue:53386", + "right": "issue:53729", + "accept": true, + "reason": "Same WhatsApp echo problem: outbound messages come back inbound because fromMe/echo filtering is missing, causing loops." + }, + { + "left": "issue:66941", + "right": "issue:68810", + "accept": false, + "reason": "Both are crash/connectivity reports, but they are different platforms and symptoms; no evidence of the same code-path failure." + }, + { + "left": "issue:29809", + "right": "issue:49934", + "accept": false, + "reason": "CORS/origin rejection in the Control UI is unrelated to mixed-language rendering." + }, + { + "left": "issue:41342", + "right": "issue:67056", + "accept": false, + "reason": "TTS truncation and image-runtime header preservation are unrelated bugs." + }, + { + "left": "issue:32967", + "right": "issue:64704", + "accept": false, + "reason": "Both are package availability failures, but for different packages and ecosystems; not the same underlying issue." + }, + { + "left": "issue:35793", + "right": "issue:53547", + "accept": false, + "reason": "Workspace file access/read behavior is different from bootstrap files not being loaded at startup." + }, + { + "left": "issue:51126", + "right": "issue:65706", + "accept": false, + "reason": "Model-command parsing and node list/status sync are different command/state-sync bugs." + }, + { + "left": "issue:65990", + "right": "issue:66097", + "accept": false, + "reason": "Both are CDP/browser issues, but one is managed Chrome reachability after start and the other is attachOnly profile state detection; not the same concrete failure." + }, + { + "left": "issue:68373", + "right": "issue:68828", + "accept": true, + "reason": "Both point to the same memory/wiki bridge capability problem: missing memory/publicArtifacts capability leads to bridge import returning zero artifacts." + }, + { + "left": "issue:30314", + "right": "issue:67687", + "accept": false, + "reason": "Feishu announce delivery to group chats and Feishu group requireMention handling are related only at a broad subsystem level, not the same bug." + }, + { + "left": "issue:53523", + "right": "issue:68451", + "accept": false, + "reason": "A Matrix homeserver setting causing a core dump is unrelated to a Weixin sidecar killing the gateway." + }, + { + "left": "issue:30025", + "right": "issue:36270", + "accept": false, + "reason": "Both mention connection/auth errors, but one is an embedded agent connection failure and the other is an HTTP 401 invalid authentication; too different to merge." + }, + { + "left": "issue:33119", + "right": "issue:49934", + "accept": false, + "reason": "Image attachment rendering and mixed-language UI are unrelated." + }, + { + "left": "issue:34381", + "right": "issue:34610", + "accept": false, + "reason": "Gateway restart losing agent bindings is not the same as update/version mismatch plus browser-tab memory leak." + }, + { + "left": "issue:63896", + "right": "issue:64533", + "accept": false, + "reason": "Both are TTS audio/media issues, but one is temp-dir allowlist dropping audio and the other is normalizeReplyMediaPaths blocking audio with sandbox off; not clearly the same bug." + }, + { + "left": "issue:34830", + "right": "issue:36270", + "accept": false, + "reason": "Generic 401/auth-header failure and invalid authentication are similar-looking, but the issue contexts differ and no shared concrete path is shown." + }, + { + "left": "issue:51056", + "right": "issue:67786", + "accept": false, + "reason": "OpenRouter missing auth header and Google Chat inbound JWT unauthorized are both 401s, but they are different providers and authentication flows." + }, + { + "left": "issue:53335", + "right": "issue:66533", + "accept": false, + "reason": "Session reset behavior for /new is not the same as the WebChat selector mislabeling the main session as heartbeat." + }, + { + "left": "issue:63345", + "right": "issue:64003", + "accept": false, + "reason": "Matrix missing-keys and memory-core idempotencyKey failure are unrelated." + }, + { + "left": "issue:66682", + "right": "issue:68057", + "accept": false, + "reason": "Telegram command registration at startup and command loss after gateway restart are related only broadly; no evidence they are the same underlying defect." + }, + { + "left": "issue:53249", + "right": "issue:67248", + "accept": false, + "reason": "Attachment mount-path handling and sessions_spawn(runtime=\"subagent\") streamTo failure are different subagent/runtime bugs." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet and the accepted soft-edge pairs stay conservative: the WhatsApp echo-loop pair and the memory/wiki capability pair are well supported by the titles, and the subagent inheritance pair is plausibly the same bug class without stretching beyond the evidence. No PR-pair mergeability issue is present." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 59, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:29367", + "issue:30923", + "issue:31038", + "issue:32983", + "issue:34387", + "issue:37036", + "issue:41342", + "issue:50017", + "issue:50966", + "issue:51036", + "issue:51432", + "issue:51557", + "issue:52511", + "issue:53925", + "issue:55272", + "issue:62875", + "issue:62905", + "issue:62985", + "issue:63184", + "issue:63980", + "issue:64007", + "issue:64251", + "issue:64282", + "issue:64312", + "issue:65125", + "issue:65157", + "issue:65289", + "issue:65420", + "issue:65528", + "issue:65553", + "issue:65695", + "issue:65733", + "issue:65908", + "issue:66050", + "issue:66053", + "issue:66131", + "issue:66242", + "issue:66833", + "issue:67051", + "issue:67113", + "issue:67158", + "issue:67216", + "issue:67257", + "issue:67410", + "issue:67869", + "issue:68028", + "issue:68294", + "issue:68326" + ], + "soft_pairs": [ + "issue:34387|issue:64282", + "issue:51557|issue:52511", + "issue:30923|issue:64251", + "issue:32983|issue:68326", + "issue:50017|issue:55272", + "issue:65289|issue:66053", + "issue:62985|issue:67051", + "issue:62905|issue:63184", + "issue:41342|issue:51036", + "issue:66131|issue:68028", + "issue:65553|issue:67113", + "issue:53925|issue:67158", + "issue:65733|issue:67869", + "issue:65695|issue:66050", + "issue:31038|issue:65157", + "issue:64007|issue:65908", + "issue:64312|issue:68294", + "issue:65125|issue:65528", + "issue:66242|issue:67216", + "issue:63980|issue:65420", + "issue:29367|issue:68326", + "issue:66833|issue:67410", + "issue:51432|issue:64251", + "issue:62875|issue:67257", + "issue:37036|issue:50966" + ], + "prepared_review_unit_hash": "ccca62b896e1647b403a5da8095f5199d1df633fd802c34ac8fb0a08762d1619", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 25, + "serialized_chars": 35456, + "estimated_input_tokens": 8864, + "estimated_eval_tokens": 17984 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Mostly a heterogeneous set of issues, not one tight duplicate cluster. A few pairs are clear duplicates around Telegram packaging, plugin-discovery slowdown on Windows, iMessage echo-loop handling, browser CDP connectivity, and OpenRouter reasoning_details parsing.", + "confidence": 0.86, + "canonical_issue_reason": "No single cluster-wide canonical issue: the items span several unrelated bug families. Among the clear duplicate families, issue:65733 is the strongest anchor because it has a detailed repro and a near-identical follow-up in 67869.", + "canonical_pr_reason": null, + "best_issue_reason": "If one issue must serve as the best representative, issue:65733 is the best candidate due to specificity, reproducibility, and its close duplicate relationship with 67869.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:34387", + "right": "issue:64282", + "accept": false, + "reason": "Different problems: missing gateway folder vs generic update failure; no shared underlying bug." + }, + { + "left": "issue:51557", + "right": "issue:52511", + "accept": false, + "reason": "Both mention browser/session behavior, but one is cron isolated-session compatibility and the other is intermittent browser permission loss; not the same bug." + }, + { + "left": "issue:30923", + "right": "issue:64251", + "accept": false, + "reason": "Separate model/provider failures: API-key routing/reasoning payload blockers vs follow-up-path failure in a CLI-backed model." + }, + { + "left": "issue:32983", + "right": "issue:68326", + "accept": false, + "reason": "Both concern model selection, but one is heartbeat config being ignored and the other is sub-agents defaulting to a different provider; different code paths." + }, + { + "left": "issue:50017", + "right": "issue:55272", + "accept": false, + "reason": "Fallback handling vs UI display of the active model are related but not the same underlying defect." + }, + { + "left": "issue:65289", + "right": "issue:66053", + "accept": false, + "reason": "Both are WhatsApp voice-note/PTT related, but one is a feature request and the other is a delivery failure; not clearly the same bug." + }, + { + "left": "issue:62985", + "right": "issue:67051", + "accept": false, + "reason": "Telegram config error and web UI skill config validation failure are different issues in different subsystems." + }, + { + "left": "issue:62905", + "right": "issue:63184", + "accept": true, + "reason": "Same Telegram packaging bug: bundled plugin references missing src paths / channel.setup.js in 2026.4.7." + }, + { + "left": "issue:41342", + "right": "issue:51036", + "accept": false, + "reason": "Both hit custom OpenAI-compatible providers, but one is truncated TTS audio and the other is empty payload/zero-usage completion; different failures." + }, + { + "left": "issue:66131", + "right": "issue:68028", + "accept": false, + "reason": "Startup config-write validation failure vs runtime SecretRef resolution for tavily config are different bugs." + }, + { + "left": "issue:65553", + "right": "issue:67113", + "accept": false, + "reason": "Both are QMD/ARM hangs, but the symptoms and paths differ enough to treat as separate issues." + }, + { + "left": "issue:53925", + "right": "issue:67158", + "accept": false, + "reason": "Different auth/provider constraints: /btw failing on one model vs OAuth rejection across several gpt-5.x models." + }, + { + "left": "issue:65733", + "right": "issue:67869", + "accept": true, + "reason": "Clear duplicate: both describe Windows plugin discovery being extremely slow/blocking during startup via synchronous safeRealpathSync-style traversal." + }, + { + "left": "issue:65695", + "right": "issue:66050", + "accept": true, + "reason": "Same browser gateway/CDP connectivity bug: Chrome starts or listens, but the gateway cannot reach the child browser websocket/CDP endpoint." + }, + { + "left": "issue:31038", + "right": "issue:65157", + "accept": false, + "reason": "Both are plugin hook dispatch problems, but they involve different hooks and provider paths; not enough evidence of one shared defect." + }, + { + "left": "issue:64007", + "right": "issue:65908", + "accept": false, + "reason": "One is a collection creation/query mismatch, the other is stale memory-search collection selection and fallback behavior." + }, + { + "left": "issue:64312", + "right": "issue:68294", + "accept": false, + "reason": "Both involve multipart/FormData uploads, but one is guarded runtime fetch dropping fields and the other is a Node 24 cross-realm undici mismatch." + }, + { + "left": "issue:65125", + "right": "issue:65528", + "accept": false, + "reason": "Both are macOS browser attach/startup issues, but one is process death after spawn and the other is attach failure despite manual CDP working; too different to merge." + }, + { + "left": "issue:66242", + "right": "issue:67216", + "accept": false, + "reason": "Both are SSRF-policy related, but one blocks the browser tool on Android/Termux and the other blocks Google image generation despite allowPrivateNetwork." + }, + { + "left": "issue:63980", + "right": "issue:65420", + "accept": true, + "reason": "Same iMessage echo-loop/self-chat bug: DM messages are misclassified as self-originated because sender/chat_identifier filtering is wrong." + }, + { + "left": "issue:29367", + "right": "issue:68326", + "accept": false, + "reason": "Both concern sub-agent defaults, but one is workspace inheritance and the other is provider default selection; different configuration bugs." + }, + { + "left": "issue:66833", + "right": "issue:67410", + "accept": true, + "reason": "Same OpenRouter stream-parsing bug: reasoning_details handling drops content / yields payloads=0 across affected models." + }, + { + "left": "issue:51432", + "right": "issue:64251", + "accept": false, + "reason": "Model-not-found fallback behavior is unrelated to the CLI-backed follow-up-path failure." + }, + { + "left": "issue:62875", + "right": "issue:67257", + "accept": false, + "reason": "Both are Telegram plugin load failures, but one is missing bundled src files and the other is missing register/activate exports; different root causes." + }, + { + "left": "issue:37036", + "right": "issue:50966", + "accept": false, + "reason": "OpenClaw dashboard 'Not Found' on Windows and model/provider routing not switching are unrelated bugs." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet and appropriately conservative. The canonical-issue claim is careful given the heterogeneous set, and the accepted soft-edge pairs are well supported by the issue titles/descriptions. No pair appears overstated as a duplicate." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 60, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:27988", + "issue:28834", + "issue:30922", + "issue:31412", + "issue:31514", + "issue:31671", + "issue:32245", + "issue:32990", + "issue:34308", + "issue:34476", + "issue:34656", + "issue:34971", + "issue:35072", + "issue:35254", + "issue:35476", + "issue:36830", + "issue:51126", + "issue:51151", + "issue:52286", + "issue:53415", + "issue:53623", + "issue:55304", + "issue:55345", + "issue:63440", + "issue:63441", + "issue:63450", + "issue:63499", + "issue:63683", + "issue:64517", + "issue:64634", + "issue:64850", + "issue:64982", + "issue:65072", + "issue:65455", + "issue:65967", + "issue:66203", + "issue:66679", + "issue:66786", + "issue:66975", + "issue:67120", + "issue:67687", + "issue:67955", + "issue:67984", + "issue:68027", + "issue:68102", + "issue:68118", + "issue:68451", + "issue:68674" + ], + "soft_pairs": [ + "issue:28834|issue:31514", + "issue:30922|issue:36830", + "issue:67955|issue:67984", + "issue:51151|issue:68027", + "issue:27988|issue:35476", + "issue:32245|issue:55304", + "issue:31412|issue:65455", + "issue:66679|issue:66975", + "issue:35254|issue:52286", + "issue:63440|issue:65967", + "issue:34476|issue:34656", + "issue:32990|issue:35072", + "issue:34971|issue:68118", + "issue:55345|issue:68674", + "issue:63441|issue:64517", + "issue:63450|issue:68451", + "issue:31671|issue:34308", + "issue:53623|issue:67120", + "issue:64982|issue:66786", + "issue:53415|issue:64850", + "issue:51126|issue:66203", + "issue:63499|issue:64634", + "issue:65072|issue:68102", + "issue:63683|issue:67687" + ], + "prepared_review_unit_hash": "99b3d3b12a629d46c2def52698d96b7bc7039e58533308d85c1af9e8360639f6", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 34713, + "estimated_input_tokens": 8679, + "estimated_eval_tokens": 17614 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This is not a true duplicate cluster: the items span unrelated bugs across Slack, Telegram, TUI, cron, model selection, gateway startup, and CLI/runtime flows. All soft pairs should be rejected.", + "confidence": 0.96, + "canonical_issue_reason": "No single canonical duplicate exists because the set is heterogeneous and the soft pairs only share broad wording or subsystems, not the same underlying bug. If a representative issue is needed, #55304 is the strongest standalone report.", + "canonical_pr_reason": null, + "best_issue_reason": "#55304 is the strongest standalone issue in the set by engagement/inbound references and has a concrete, high-impact regression report, but it is not a true cluster canonical.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:28834", + "right": "issue:31514", + "accept": false, + "reason": "Both involve Slack duplicate behavior, but one is about message_changed re-triggering AI responses and the other about [[reply_to_current]] in DMs; different trigger paths and likely different fixes." + }, + { + "left": "issue:30922", + "right": "issue:36830", + "accept": false, + "reason": "Version display mismatch in the web UI is unrelated to TUI keyboard handling." + }, + { + "left": "issue:67955", + "right": "issue:67984", + "accept": false, + "reason": "Slack route 404 in HTTP mode and npm install failure are unrelated." + }, + { + "left": "issue:51151", + "right": "issue:68027", + "accept": false, + "reason": "Gateway connection failure is not the same bug as browser attachOnly/CDP profile detection failure." + }, + { + "left": "issue:27988", + "right": "issue:35476", + "accept": false, + "reason": "CacheRetention handling for multiple model definitions is different from /model selection UI state with duplicate model IDs." + }, + { + "left": "issue:32245", + "right": "issue:55304", + "accept": false, + "reason": "Vertex embedded run failure on Telegram+cron is a different failure mode from Telegram channels silently failing to initialize after gateway restart." + }, + { + "left": "issue:31412", + "right": "issue:65455", + "accept": false, + "reason": "Cron Jobs tab UI behavior and Control UI display issues are unrelated." + }, + { + "left": "issue:66679", + "right": "issue:66975", + "accept": false, + "reason": "Both touch chat channels, but one is tools/actions not executing and the other is Telegram bot commands disappearing after upgrade; not the same code-path problem." + }, + { + "left": "issue:35254", + "right": "issue:52286", + "accept": false, + "reason": "Different routing bugs: TUI messages sent to Discord DM vs files sent to Telegram DM instead of staying in topic." + }, + { + "left": "issue:63440", + "right": "issue:65967", + "accept": false, + "reason": "Session timeout state management is unrelated to stale model-name display after fallback." + }, + { + "left": "issue:34476", + "right": "issue:34656", + "accept": false, + "reason": "Config address not taking effect and 401 invalid API key after restart are separate issues, not one duplicate." + }, + { + "left": "issue:32990", + "right": "issue:35072", + "accept": false, + "reason": "Both mention health monitoring, but BlueBubbles quiet-period restarts and iMessage 30-minute restarts are distinct behaviors and likely different triggers." + }, + { + "left": "issue:34971", + "right": "issue:68118", + "accept": false, + "reason": "A broad regression report is not the same as a specific OpenRouter failure." + }, + { + "left": "issue:55345", + "right": "issue:68674", + "accept": false, + "reason": "Feishu multi-agent config bug and only-main-agent dreaming session creation are related to multi-agent flows but not the same underlying defect." + }, + { + "left": "issue:63441", + "right": "issue:64517", + "accept": false, + "reason": "Multiple Ollama providers failing is unrelated to approvals.exec.targets under multiple agents." + }, + { + "left": "issue:63450", + "right": "issue:68451", + "accept": false, + "reason": "Both involve gateway/sidecar startup, but one is a blocked startup due to chat.history WS request and the other is a sidecar killing the main gateway; opposite symptoms and likely different bugs." + }, + { + "left": "issue:31671", + "right": "issue:34308", + "accept": false, + "reason": "Session channel corruption from telegram to webchat is not the same as replies not reaching the bound Telegram channel." + }, + { + "left": "issue:53623", + "right": "issue:67120", + "accept": false, + "reason": "A feature request for voice messages is not the same as a bug where Feishu voice messages are not transcribed." + }, + { + "left": "issue:64982", + "right": "issue:66786", + "accept": false, + "reason": "Doctor warning wording and workspace-dir prompt behavior are unrelated." + }, + { + "left": "issue:53415", + "right": "issue:64850", + "accept": false, + "reason": "Both are ACP spawn/backend issues, but the reported failure modes differ enough that they do not look like one mergeable fix." + }, + { + "left": "issue:51126", + "right": "issue:66203", + "accept": false, + "reason": "Both mention IDs being mishandled, but one is /model command parsing and the other is cron tool model-ID corruption; different paths." + }, + { + "left": "issue:63499", + "right": "issue:64634", + "accept": false, + "reason": "Job-edit nextRunAtMs reset and job-creation nextRunAtMs calculation are separate operations and do not clearly share one concrete bug." + }, + { + "left": "issue:65072", + "right": "issue:68102", + "accept": false, + "reason": "General image upload failure and attachment loss after upload are different issues." + }, + { + "left": "issue:63683", + "right": "issue:67687", + "accept": false, + "reason": "Anthropic CLI failure and Feishu requireMention routing are unrelated." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 61, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:33126", + "issue:33179", + "issue:34308", + "issue:42446", + "issue:53311", + "issue:53322", + "issue:53497", + "issue:53790", + "issue:54689", + "issue:59205", + "issue:60004", + "issue:61880", + "issue:63314", + "issue:63968", + "issue:64175", + "issue:64188", + "issue:64262", + "issue:64418", + "issue:64634", + "issue:64665", + "issue:65293", + "issue:65322", + "issue:65431", + "issue:65786", + "issue:65801", + "issue:65834", + "issue:65863", + "issue:65981", + "issue:66082", + "issue:66229", + "issue:66625", + "issue:66693", + "issue:66708", + "issue:67084", + "issue:67093", + "issue:67261", + "issue:67366", + "issue:67483", + "issue:67576", + "issue:67667", + "issue:68012", + "issue:68172", + "issue:68222", + "issue:68252", + "issue:68405", + "issue:68479", + "issue:68562" + ], + "soft_pairs": [ + "issue:64175|issue:67576", + "issue:66082|issue:67667", + "issue:65431|issue:66625", + "issue:42446|issue:67093", + "issue:66625|issue:68172", + "issue:53322|issue:68479", + "issue:63968|issue:65863", + "issue:61880|issue:66229", + "issue:68252|issue:68562", + "issue:53311|issue:65293", + "issue:64262|issue:68222", + "issue:64188|issue:65786", + "issue:67366|issue:67483", + "issue:33179|issue:64418", + "issue:65981|issue:68405", + "issue:65431|issue:68012", + "issue:34308|issue:65801", + "issue:33126|issue:64634", + "issue:66708|issue:67084", + "issue:65322|issue:65834", + "issue:63314|issue:64665", + "issue:54689|issue:59205", + "issue:53322|issue:53790", + "issue:53497|issue:60004", + "issue:66693|issue:67261" + ], + "prepared_review_unit_hash": "36156a3f714eceab57234b53e45ffbe883551a9b54af6cfaad68d8d940b8eed7", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 25, + "serialized_chars": 34902, + "estimated_input_tokens": 8726, + "estimated_eval_tokens": 17708 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "A few soft edges are real duplicates, mainly around cron nextRunAtMs, repeated image resizing, hardcoded media-size limits, WhatsApp hasMedia=false media drops, and gateway boot loops from unresolved channel plugins. Most other pairs are only broadly related by subsystem and should remain separate.", + "confidence": 0.84, + "canonical_issue_reason": "No single canonical issue covers the whole batch cleanly; the strongest representative is issue:66229 because it states the shared media-limit root cause most directly and broadly.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:66229 is the clearest issue to keep as the representative for the media-limit duplicate group: it names the hardcoded 5MB limit and the user-facing failure mode succinctly.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:64175", + "right": "issue:67576", + "accept": false, + "reason": "Both involve OpenRouter fallback, but one is about a model being treated as tool-capable and the other about provider parsing/falling back to openai-codex; different bugs." + }, + { + "left": "issue:66082", + "right": "issue:67667", + "accept": false, + "reason": "Memory-wiki artifact export and /status token accounting are unrelated failures, despite both involving memory/session reporting." + }, + { + "left": "issue:65431", + "right": "issue:66625", + "accept": false, + "reason": "Generic image-support detection vs a specific Minimax VLM integration failure are not the same concrete bug." + }, + { + "left": "issue:42446", + "right": "issue:67093", + "accept": false, + "reason": "Both are output-leak symptoms, but one is chat/tool-call leakage and the other is Discord raw tool syntax leakage; different surfaces and likely different fixes." + }, + { + "left": "issue:66625", + "right": "issue:68172", + "accept": false, + "reason": "Different models and different failure points in image handling; too broad to treat as one bug." + }, + { + "left": "issue:53322", + "right": "issue:68479", + "accept": false, + "reason": "Browser-tool timing regression and cron tool access regression are unrelated code paths." + }, + { + "left": "issue:63968", + "right": "issue:65863", + "accept": false, + "reason": "Packaging a missing QA doc and a missing provider docs entry are separate documentation/package issues." + }, + { + "left": "issue:61880", + "right": "issue:66229", + "accept": true, + "reason": "Both describe the same hardcoded 5MB media-size limit blocking generated/outbound media; 66229 is the broader root-cause report." + }, + { + "left": "issue:68252", + "right": "issue:68562", + "accept": false, + "reason": "Different cleanup/runtime warnings in memory-core; one is a permission error, the other is a spurious warning on request-scoped runtime." + }, + { + "left": "issue:53311", + "right": "issue:65293", + "accept": true, + "reason": "Both are gateway boot-loop problems caused by unresolved/dangling channel plugin references; same startup validation bug." + }, + { + "left": "issue:64262", + "right": "issue:68222", + "accept": false, + "reason": "Garbled model output and sessions_yield interrupts are distinct symptoms with different causes." + }, + { + "left": "issue:64188", + "right": "issue:65786", + "accept": false, + "reason": "Separate provider/config failures: GitHub Copilot model add vs Feishu config validation." + }, + { + "left": "issue:67366", + "right": "issue:67483", + "accept": false, + "reason": "Both are onboarding TypeErrors, but they stem from different fields and code paths (Telegram token replacement vs missing docsPath)." + }, + { + "left": "issue:33179", + "right": "issue:64418", + "accept": true, + "reason": "Both report repeated image resizing on every message/session history; same underlying image-context reprocessing bug." + }, + { + "left": "issue:65981", + "right": "issue:68405", + "accept": false, + "reason": "Both are cron-isolated-run issues, but one is about tool availability and the other about Anthropic auth resolution; not the same bug." + }, + { + "left": "issue:65431", + "right": "issue:68012", + "accept": false, + "reason": "Image capability detection and custom-provider attachment dropping are different failures, even though both affect image inputs." + }, + { + "left": "issue:34308", + "right": "issue:65801", + "accept": false, + "reason": "Telegram channel delivery and ACP message routing are different transport paths." + }, + { + "left": "issue:33126", + "right": "issue:64634", + "accept": true, + "reason": "Both describe the same cron nextRunAtMs miscalculation on job creation; 64634 is the cleaner duplicate representative." + }, + { + "left": "issue:66708", + "right": "issue:67084", + "accept": false, + "reason": "Active Memory slowdown/termination and session-timeout spam are related but not the same concrete defect." + }, + { + "left": "issue:65322", + "right": "issue:65834", + "accept": false, + "reason": "Gateway startup chat.history unavailability and cron reconciliation availability warnings are separate startup/runtime checks." + }, + { + "left": "issue:63314", + "right": "issue:64665", + "accept": true, + "reason": "Both report the same WhatsApp media-drop regression with hasMedia=false despite media being provided; 64665 is the broader report." + }, + { + "left": "issue:54689", + "right": "issue:59205", + "accept": false, + "reason": "Telegram media sending and Ollama Cloud auth 401 are unrelated bugs." + }, + { + "left": "issue:53322", + "right": "issue:53790", + "accept": false, + "reason": "Both mention tool execution problems, but one is browser-action timing and the other is webchat delivery regressions; too different to merge." + }, + { + "left": "issue:53497", + "right": "issue:60004", + "accept": false, + "reason": "Different plugin load failures in different packages/providers; not the same underlying bug." + }, + { + "left": "issue:66693", + "right": "issue:67261", + "accept": false, + "reason": "Onboarding trim error and Venice response-id crash are separate null/undefined handling bugs." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The clustering is grounded in the packet and the soft-edge calls are conservative. The accepted duplicates are well supported by the issue titles and descriptions: 61880\u219466229, 53311\u219465293, 33179\u219464418, 33126\u219464634, and 63314\u219464665. The rejected pairs mostly differ by concrete failure mode or code path, so the summary does not overstate evidence." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 62, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:26691", + "issue:28222", + "issue:30335", + "issue:30773", + "issue:32532", + "issue:32712", + "issue:34527", + "issue:34830", + "issue:35508", + "issue:35523", + "issue:35556", + "issue:37315", + "issue:51168", + "issue:51578", + "issue:51716", + "issue:53599", + "issue:53862", + "issue:59205", + "issue:64529", + "issue:64783", + "issue:64844", + "issue:65000", + "issue:65133", + "issue:65184", + "issue:65362", + "issue:65517", + "issue:65653", + "issue:65875", + "issue:66281", + "issue:66391", + "issue:66519", + "issue:66582", + "issue:66669", + "issue:67120", + "issue:67170", + "issue:67342", + "issue:67347", + "issue:67394", + "issue:67415", + "issue:67806", + "issue:67972", + "issue:68013", + "issue:68124", + "issue:68211", + "issue:68354", + "issue:68540", + "issue:68804", + "issue:68851" + ], + "soft_pairs": [ + "issue:51716|issue:53862", + "issue:67170|issue:67415", + "issue:51168|issue:67394", + "issue:65133|issue:66281", + "issue:67342|issue:68124", + "issue:28222|issue:65362", + "issue:65184|issue:66391", + "issue:35508|issue:68211", + "issue:37315|issue:68804", + "issue:67972|issue:68013", + "issue:65653|issue:68354", + "issue:35556|issue:68540", + "issue:32532|issue:53599", + "issue:32712|issue:64783", + "issue:65000|issue:66519", + "issue:34830|issue:59205", + "issue:64844|issue:65875", + "issue:30335|issue:30773", + "issue:65517|issue:66582", + "issue:66669|issue:68851", + "issue:35523|issue:67806", + "issue:51578|issue:67120", + "issue:34527|issue:64529", + "issue:26691|issue:67347" + ], + "prepared_review_unit_hash": "64de67ede792d50ad8d8e9e5dd2bfac2e96a211b3d697f95d51b4f4022b16844", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 35025, + "estimated_input_tokens": 8757, + "estimated_eval_tokens": 17770 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This batch is mostly unrelated bug reports grouped by superficial keyword overlap. Only two soft pairs look like genuine duplicates: the macOS Chrome/CDP attach regression and the /new session model-selection regression.", + "confidence": 0.83, + "canonical_issue_reason": "No single canonical issue fits the whole set because it splits into multiple independent bug families; among the likely duplicates, the browser/CDP attach report is the clearest anchor.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:66281 is the strongest single anchor: it describes the Chrome/macOS CDP attach regression in a broader, more actionable way and matches the narrower managed-profile repro in issue:65133.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:51716", + "right": "issue:53862", + "accept": false, + "reason": "Both mention dropped group messages, but they are different channels/protocols (Signal SSE vs Telegram polling) and likely separate bugs." + }, + { + "left": "issue:67170", + "right": "issue:67415", + "accept": false, + "reason": "Both are audio delivery failures, but one is Telegram plugin output and the other is Talk Mode on macOS with tool calls; not the same concrete bug." + }, + { + "left": "issue:51168", + "right": "issue:67394", + "accept": false, + "reason": "Different channels and failure points: inbound WebSocket handler failure vs WhatsApp group auto-reply delivery failure." + }, + { + "left": "issue:65133", + "right": "issue:66281", + "accept": true, + "reason": "Same Chrome/CDP attach failure on macOS; one is a managed-profile repro, the other names the DevToolsActivePort/CDP attach error directly." + }, + { + "left": "issue:67342", + "right": "issue:68124", + "accept": false, + "reason": "Different startup/type errors in different subsystems; the titles do not point to one shared code-path bug." + }, + { + "left": "issue:28222", + "right": "issue:65362", + "accept": false, + "reason": "Diagnostics-otel plugin failure and Ollama local model lookup are unrelated." + }, + { + "left": "issue:65184", + "right": "issue:66391", + "accept": false, + "reason": "Gateway install/systemd unit lookup and TUI session-ID errors are separate problems." + }, + { + "left": "issue:35508", + "right": "issue:68211", + "accept": false, + "reason": "Both involve QQ Bot TTS, but one is missing voice delivery handling and the other is media-path placement; not clearly the same bug." + }, + { + "left": "issue:37315", + "right": "issue:68804", + "accept": false, + "reason": "Both are status-reporting issues, but for different integrations and different conditions." + }, + { + "left": "issue:67972", + "right": "issue:68013", + "accept": false, + "reason": "These are generic runtime/install errors with no shared concrete bug beyond both being TypeErrors/package issues." + }, + { + "left": "issue:65653", + "right": "issue:68354", + "accept": false, + "reason": "Both involve dreaming-narrative sessions, but one is orphan cleanup and the other is timestamped session-key reuse; related area, different bug." + }, + { + "left": "issue:35556", + "right": "issue:68540", + "accept": false, + "reason": "Both are Feishu channel issues, but one is message send failure after cards and the other is local image handling; distinct code paths." + }, + { + "left": "issue:32532", + "right": "issue:53599", + "accept": false, + "reason": "Both mention Chrome relay, but one is a startup deadlock and the other is removal/regression of a cross-machine relay; not the same fix." + }, + { + "left": "issue:32712", + "right": "issue:64783", + "accept": false, + "reason": "Same Feishu mention area, but one is card-content retrieval and the other is a ReferenceError on bot mention; different underlying failures." + }, + { + "left": "issue:65000", + "right": "issue:66519", + "accept": false, + "reason": "Both touch subagent completion delivery, but one is durability across reconnects and the other is duplicate delivery; too different to merge as one bug." + }, + { + "left": "issue:34830", + "right": "issue:59205", + "accept": false, + "reason": "Both are 401/authentication related, but one is a missing auth header and the other is Ollama Cloud auth after update; not the same bug." + }, + { + "left": "issue:64844", + "right": "issue:65875", + "accept": true, + "reason": "Same /new session model-selection regression: both say the configured primary model is being ignored in favor of the wrong fallback/override." + }, + { + "left": "issue:30335", + "right": "issue:30773", + "accept": false, + "reason": "Edit-tool 'file not found' and write-tool false error after creation are different tool behaviors and contexts." + }, + { + "left": "issue:65517", + "right": "issue:66582", + "accept": false, + "reason": "The second issue is too generic to confirm the same root cause; the first is a specific event-loop starvation repro." + }, + { + "left": "issue:66669", + "right": "issue:68851", + "accept": false, + "reason": "One is rendering sent image attachments, the other is sending images from drag/drop or paste; different sides of the pipeline." + }, + { + "left": "issue:35523", + "right": "issue:67806", + "accept": false, + "reason": "Both are UI rendering delays, but one is assistant messages not appearing until restart and the other is sent messages not rendering until refresh; not enough evidence of one bug." + }, + { + "left": "issue:51578", + "right": "issue:67120", + "accept": false, + "reason": "Feature request for voice bubbles/asVoice versus bug where voice messages are delivered as raw file_key; related area, different change." + }, + { + "left": "issue:34527", + "right": "issue:64529", + "accept": false, + "reason": "Streaming interruption on response refresh and reply-media-path blocking are different TTS failure modes." + }, + { + "left": "issue:26691", + "right": "issue:67347", + "accept": false, + "reason": "Nextcloud Talk plugin message-reading bug and a generic trim TypeError are unrelated." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The clustering is grounded in the packet and stays conservative overall. The two accepted soft pairs are well-supported by their titles/body themes (CDP attach regression on macOS; /new session model override regression). The rejected pairs are mostly appropriately split apart on different channels, failure modes, or subsystems. No clear overstatement stood out." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 63, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:30988", + "issue:31544", + "issue:32113", + "issue:32245", + "issue:33854", + "issue:34656", + "issue:35793", + "issue:37299", + "issue:41342", + "issue:42614", + "issue:46012", + "issue:50547", + "issue:50964", + "issue:52186", + "issue:52605", + "issue:53135", + "issue:53285", + "issue:53386", + "issue:53424", + "issue:53785", + "issue:57811", + "issue:63128", + "issue:64292", + "issue:64378", + "issue:64528", + "issue:64529", + "issue:64634", + "issue:64799", + "issue:65072", + "issue:65177", + "issue:65321", + "issue:65431", + "issue:65516", + "issue:65571", + "issue:65653", + "issue:66124", + "issue:66242", + "issue:66480", + "issue:66950", + "issue:67029", + "issue:67056", + "issue:67104", + "issue:67152", + "issue:67168", + "issue:67745", + "issue:67854", + "issue:67955", + "issue:68272" + ], + "soft_pairs": [ + "issue:37299|issue:50964", + "issue:64529|issue:66242", + "issue:66950|issue:67104", + "issue:46012|issue:63128", + "issue:65653|issue:67029", + "issue:32113|issue:53785", + "issue:52605|issue:67955", + "issue:65431|issue:68272", + "issue:50547|issue:53386", + "issue:32245|issue:33854", + "issue:42614|issue:64799", + "issue:64292|issue:65571", + "issue:65177|issue:65321", + "issue:64378|issue:64528", + "issue:67056|issue:67745", + "issue:65072|issue:66480", + "issue:31544|issue:34656", + "issue:41342|issue:52186", + "issue:53285|issue:53424", + "issue:66124|issue:67152", + "issue:35793|issue:67168", + "issue:53135|issue:65516", + "issue:64634|issue:67854", + "issue:30988|issue:57811" + ], + "prepared_review_unit_hash": "4ea29522001d6cd5d74fbedf8eee2df9755a89fa879284799e1eeaccd2ed98ea", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 35291, + "estimated_input_tokens": 8823, + "estimated_eval_tokens": 17902 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Mostly a heterogeneous set of issues with only two plausible duplicate subclusters: macOS LaunchAgent bootstrap/restart and memory-core dreaming cleanup/runtime-scope. The rest look related by subsystem but not the same underlying bug.", + "confidence": 0.84, + "canonical_issue_reason": "No single cluster-wide canonical issue stands out because most items are unrelated; the closest real subcluster is the memory-core dreaming cleanup/runtime issue centered on issue:67152.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:67152 is the strongest, most actionable root-cause report among the mixed set, and it best represents the memory-core dreaming subcluster.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:37299", + "right": "issue:50964", + "accept": false, + "reason": "Both are cron-related, but one is a TypeError in list/run and the other is a close-code 1000 shutdown while running; different failure modes." + }, + { + "left": "issue:64529", + "right": "issue:66242", + "accept": false, + "reason": "Different subsystems and causes: reply-media path allowlist vs browser SSRF policy on Android/Termux." + }, + { + "left": "issue:66950", + "right": "issue:67104", + "accept": false, + "reason": "Both involve Telegram command menus, but one is a post-upgrade disappearance and the other is an empty menu caused by commands.native=auto resolving false during startup." + }, + { + "left": "issue:46012", + "right": "issue:63128", + "accept": true, + "reason": "Both describe the same macOS LaunchAgent bootstrap/reload failure after gateway/update, just from slightly different angles." + }, + { + "left": "issue:65653", + "right": "issue:67029", + "accept": true, + "reason": "Both point to the same memory-core dreaming cleanup problem: orphaned sessions not being cleaned up because cleanup is failing/blocked by missing scope." + }, + { + "left": "issue:32113", + "right": "issue:53785", + "accept": false, + "reason": "Both are packaging/missing-artifact reports, but they affect different packages and binaries, so they are not the same bug." + }, + { + "left": "issue:52605", + "right": "issue:67955", + "accept": false, + "reason": "Both mention 404 webhook/route behavior, but they are different integrations (BlueBubbles/iMessage vs Slack) with different routes and causes." + }, + { + "left": "issue:65431", + "right": "issue:68272", + "accept": false, + "reason": "Both concern image handling, but one is model capability/config detection and the other is attachment dropping; not the same concrete code path." + }, + { + "left": "issue:50547", + "right": "issue:53386", + "accept": false, + "reason": "Different platforms and mechanics: Discord onboarding reply failure vs WhatsApp fromMe echo filtering/infinite loop." + }, + { + "left": "issue:32245", + "right": "issue:33854", + "accept": false, + "reason": "Different bugs: a Vertex embedded-run object error versus intermittent Telegram delivery failure." + }, + { + "left": "issue:42614", + "right": "issue:64799", + "accept": false, + "reason": "Same provider family, but one is an API payload incompatibility and the other is model-resolution failure on macOS; not the same issue." + }, + { + "left": "issue:64292", + "right": "issue:65571", + "accept": false, + "reason": "Unrelated failures: session spawn argument validation vs Chrome CDP startup on Linux." + }, + { + "left": "issue:65177", + "right": "issue:65321", + "accept": false, + "reason": "Different domains entirely: Feishu config migration vs built-in TTS breakage." + }, + { + "left": "issue:64378", + "right": "issue:64528", + "accept": false, + "reason": "Both touch workspace isolation, but one is Slack-bound session cwd routing and the other is session-memory hook isolation; not the same bug." + }, + { + "left": "issue:67056", + "right": "issue:67745", + "accept": false, + "reason": "Both are custom OpenAI-compatible provider issues, but one is header preservation for image runtime and the other is tool-call execution; different code paths." + }, + { + "left": "issue:65072", + "right": "issue:66480", + "accept": false, + "reason": "Bug vs feature request: missing image upload behavior in the Web UI is not the same as adding paste/upload support." + }, + { + "left": "issue:31544", + "right": "issue:34656", + "accept": false, + "reason": "One is UX around missing API-key warnings; the other is a real 401 auth failure after config change/restart." + }, + { + "left": "issue:41342", + "right": "issue:52186", + "accept": false, + "reason": "Both are TTS, but they affect different providers and symptoms: truncated audio versus wrong voice playback." + }, + { + "left": "issue:53285", + "right": "issue:53424", + "accept": false, + "reason": "One is a missing dependency in the WhatsApp plugin; the other is a missing extension in the build output." + }, + { + "left": "issue:66124", + "right": "issue:67152", + "accept": false, + "reason": "Both are memory-core dreaming related, but one is a config/schema mismatch and the other is a request-scoped runtime/cleanup bug." + }, + { + "left": "issue:35793", + "right": "issue:67168", + "accept": false, + "reason": "Different file-access concerns: reading the wrong workdir files versus logging.file being ignored." + }, + { + "left": "issue:53135", + "right": "issue:65516", + "accept": false, + "reason": "Both are build/package problems, but one is missing UI assets and the other is a missing bundle script in the installed package." + }, + { + "left": "issue:64634", + "right": "issue:67854", + "accept": false, + "reason": "Both are cron scheduler bugs, but one is incorrect next-run calculation and the other is jobs.json not being loaded." + }, + { + "left": "issue:30988", + "right": "issue:57811", + "accept": false, + "reason": "Same error text, but the contexts differ: subagent model registration versus cron jobs with custom Ollama providers." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet: it correctly treats the set as mostly heterogeneous, identifies the two plausible duplicate subclusters that the packet supports, and its soft-edge rejections stay conservative. The accepted pairs also look reasonably mergeable within the same bugfix family (macOS LaunchAgent bootstrap and memory-core dreaming cleanup/runtime scope)." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 64, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:10386", + "issue:31119", + "issue:32025", + "issue:32937", + "issue:33854", + "issue:34631", + "issue:35871", + "issue:35975", + "issue:36157", + "issue:47563", + "issue:51099", + "issue:51658", + "issue:51873", + "issue:53247", + "issue:53249", + "issue:53397", + "issue:53547", + "issue:53628", + "issue:53721", + "issue:53876", + "issue:55059", + "issue:55304", + "issue:57661", + "issue:58617", + "issue:59234", + "issue:62623", + "issue:62864", + "issue:62880", + "issue:63184", + "issue:63345", + "issue:63609", + "issue:63657", + "issue:63686", + "issue:64867", + "issue:65033", + "issue:65294", + "issue:65362", + "issue:65704", + "issue:65954", + "issue:66131", + "issue:66582", + "issue:66624", + "issue:67051", + "issue:67056", + "issue:67113", + "issue:67177", + "issue:67251", + "issue:67366" + ], + "soft_pairs": [ + "issue:33854|issue:53721", + "issue:35975|issue:36157", + "issue:51658|issue:55059", + "issue:51873|issue:65362", + "issue:53247|issue:63345", + "issue:53397|issue:66131", + "issue:62880|issue:63184", + "issue:63609|issue:67251", + "issue:65033|issue:65704", + "issue:66624|issue:67366", + "issue:62623|issue:63686", + "issue:59234|issue:67113", + "issue:65294|issue:65954", + "issue:51099|issue:53876", + "issue:53249|issue:67056", + "issue:57661|issue:62864", + "issue:53628|issue:67051", + "issue:10386|issue:53547", + "issue:32937|issue:34631", + "issue:31119|issue:35871", + "issue:58617|issue:67177", + "issue:64867|issue:66582", + "issue:32025|issue:47563", + "issue:55304|issue:63657" + ], + "prepared_review_unit_hash": "35b6506fb10de607ccb79bb138943355c284f16798fb23005ed199cdf1c019f8", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 35160, + "estimated_input_tokens": 8790, + "estimated_eval_tokens": 17836 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "The set is mostly heterogeneous and splits into several unrelated bug families; only a handful of pairs look like true duplicates. I accepted the pairs that appear to share the same concrete failure mode and rejected the rest as broader-topic matches only.", + "confidence": 0.9, + "canonical_issue_reason": "No single canonical issue fits the whole set: the items span multiple unrelated bugs rather than one duplicate cluster.", + "canonical_pr_reason": null, + "best_issue_reason": "No global best issue across the full set; the accepted duplicates are spread across different subsystems, so any single choice would be arbitrary.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:33854", + "right": "issue:53721", + "accept": false, + "reason": "Same Telegram/gateway area, but one is a message-delivery regression and the other is intermittent 404s on channel init; different failure modes." + }, + { + "left": "issue:35975", + "right": "issue:36157", + "accept": false, + "reason": "Both mention OpenClaw/API relay, but one is a thinking-mode output error and the other is image-upload/Cloudflare recognition failure." + }, + { + "left": "issue:51658", + "right": "issue:55059", + "accept": false, + "reason": "Both are feature requests for provider APIs, but they target different capabilities (custom Brave base URL vs openai-chat provider type)." + }, + { + "left": "issue:51873", + "right": "issue:65362", + "accept": false, + "reason": "Both involve OpenClaw-like model behavior, but context caching and Ollama model discovery are distinct bugs." + }, + { + "left": "issue:53247", + "right": "issue:63345", + "accept": false, + "reason": "Different plugins and symptoms: WhatsApp crash from missing runtime API vs Matrix missing-keys report." + }, + { + "left": "issue:53397", + "right": "issue:66131", + "accept": false, + "reason": "Both are config-validation problems, but one is a specific web fetch schema issue and the other is plugin ID auto-write/lookup failure." + }, + { + "left": "issue:62880", + "right": "issue:63184", + "accept": true, + "reason": "Same Telegram extension packaging/path bug: the published package is missing or mispoints the setup source file." + }, + { + "left": "issue:63609", + "right": "issue:67251", + "accept": true, + "reason": "Both report CLI subcommands hanging and getting SIGKILL in the exec environment; the Windows report looks like the same regression on a specific platform." + }, + { + "left": "issue:65033", + "right": "issue:65704", + "accept": false, + "reason": "Both are sqlite-vec/Node 24 related, but one is an allowExtension requirement and the other is a Windows load failure." + }, + { + "left": "issue:66624", + "right": "issue:67366", + "accept": false, + "reason": "Both are onboarding TypeErrors, but they happen in different user flows (channel selection vs Telegram token replacement) with no clear shared root cause." + }, + { + "left": "issue:62623", + "right": "issue:63686", + "accept": false, + "reason": "Both involve channel/inbound failures, but Slack DM attachment download and Discord thread_binding_invalid are unrelated bugs." + }, + { + "left": "issue:59234", + "right": "issue:67113", + "accept": false, + "reason": "Both involve QMD on ARM, but one is an unintended llama.cpp build trigger and the other is an embed timeout loop." + }, + { + "left": "issue:53249", + "right": "issue:67056", + "accept": false, + "reason": "Different attachment/runtime bugs: subagent mountPath handling vs provider-header preservation for image runtime." + }, + { + "left": "issue:57661", + "right": "issue:62864", + "accept": false, + "reason": "Both mention timeouts in agent flows, but one is session_send and the other is embedded-run failover; not the same defect." + }, + { + "left": "issue:53628", + "right": "issue:67051", + "accept": false, + "reason": "Both are config-related, but skill-install env expansion and WebUI skill-disable validation are different code paths." + }, + { + "left": "issue:10386", + "right": "issue:53547", + "accept": false, + "reason": "Both mention workspace discovery/loading, but skills not discovered and bootstrap files not loaded are different behaviors and likely different causes." + }, + { + "left": "issue:32937", + "right": "issue:34631", + "accept": false, + "reason": "Both mention 404s, but the affected routes and symptoms differ (WebUI 404 vs LINE webhook route 404 after restart)." + }, + { + "left": "issue:31119", + "right": "issue:35871", + "accept": true, + "reason": "Same stale/wrong dashboard version after upgrade; one report is just a variant of the same version-display bug." + }, + { + "left": "issue:58617", + "right": "issue:67177", + "accept": true, + "reason": "Same msteams DM file-attachment download bug: Graph/share URL handling is preventing attachment retrieval." + }, + { + "left": "issue:64867", + "right": "issue:66582", + "accept": false, + "reason": "The second title is too generic to prove the same root cause; both are in Active Memory, but the concrete timeout/failover failure is only explicit on one side." + }, + { + "left": "issue:32025", + "right": "issue:47563", + "accept": false, + "reason": "Both are macOS update/build failures, but they involve different native dependencies and error modes (node-llama-cpp vs sharp)." + }, + { + "left": "issue:55304", + "right": "issue:63657", + "accept": false, + "reason": "Both happen after gateway restart, but Telegram channel initialization and one-shot cron persistence are different features and failure paths." + }, + { + "left": "issue:65954", + "right": "issue:65294", + "accept": true, + "reason": "Same async/isolated seam: visible exec completion is not reaching follow-up isolated runs, and the broader report describes that same class of failure." + }, + { + "left": "issue:51099", + "right": "issue:53876", + "accept": false, + "reason": "Different regressions after upgrade: missing python3 in sandbox vs Telegram channel becoming not configured." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet: it correctly characterizes the set as mostly heterogeneous and only accepts pairs with a clearly shared concrete failure mode. The accepted pairs are all close matches by title/body context, and the rejected pairs are phrased conservatively rather than overstating similarity. No mergeability issue applies here since these are issue pairs, not PR pairs." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 65, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:24173", + "issue:30300", + "issue:30844", + "issue:31414", + "issue:31481", + "issue:31570", + "issue:31785", + "issue:33157", + "issue:33166", + "issue:33650", + "issue:34324", + "issue:34381", + "issue:36425", + "issue:37465", + "issue:47650", + "issue:50856", + "issue:51656", + "issue:52292", + "issue:52773", + "issue:53162", + "issue:53249", + "issue:53430", + "issue:53599", + "issue:53739", + "issue:53785", + "issue:62472", + "issue:62684", + "issue:62958", + "issue:63189", + "issue:63819", + "issue:63979", + "issue:64245", + "issue:64251", + "issue:64319", + "issue:64971", + "issue:65517", + "issue:65608", + "issue:65694", + "issue:65790", + "issue:66203", + "issue:66786", + "issue:66872", + "issue:67260", + "issue:67574", + "issue:67869", + "issue:68249", + "issue:68470", + "issue:68623" + ], + "soft_pairs": [ + "issue:62684|issue:62958", + "issue:47650|issue:50856", + "issue:53785|issue:65608", + "issue:24173|issue:34381", + "issue:63189|issue:63979", + "issue:65694|issue:68623", + "issue:53430|issue:53739", + "issue:51656|issue:67260", + "issue:64319|issue:66872", + "issue:33166|issue:67574", + "issue:52292|issue:66786", + "issue:31414|issue:64245", + "issue:33650|issue:53599", + "issue:31785|issue:36425", + "issue:65517|issue:67869", + "issue:62472|issue:68470", + "issue:52773|issue:53162", + "issue:53249|issue:68249", + "issue:34324|issue:64971", + "issue:30300|issue:65790", + "issue:30844|issue:64251", + "issue:31481|issue:33157", + "issue:37465|issue:66203", + "issue:31570|issue:63819" + ], + "prepared_review_unit_hash": "539052ac8830deed48decd96342e3d4d1307b6bfe8b15451763545274ca688d9", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 35149, + "estimated_input_tokens": 8788, + "estimated_eval_tokens": 17832 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Mostly a mixed grab-bag of unrelated bug reports. A few pairs do look like true duplicates, especially around streaming state not clearing, token-missing auth, WhatsApp listener failures, and MCP subprocess cleanup; the rest are only loosely similar.", + "confidence": 0.84, + "canonical_issue_reason": "issue:63979 is the most concrete, actionable report in the main streaming-state subgroup: it names the gateway flag that is not being cleared and matches the UI-stuck symptom closely.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:63979 is the strongest representative issue overall because it is specific enough to anchor the streaming/running-status duplicates while remaining directly tied to a concrete state-management bug.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:62684", + "right": "issue:62958", + "accept": false, + "reason": "Both mention local Ollama hangs/timeouts, but one is a pipeline timeout with no logs and the other is a macOS-specific agent hang; not enough evidence they are the same bug." + }, + { + "left": "issue:47650", + "right": "issue:50856", + "accept": false, + "reason": "47650 is a multi-bug regression bundle; 50856 is a focused BlueBubbles route 404 issue. They overlap on one symptom, but not clearly the same underlying change." + }, + { + "left": "issue:53785", + "right": "issue:65608", + "accept": false, + "reason": "One is a missing bundled binary in the npm package, the other is a pnpm build failure from a hardcoded ADDON_DIR. Related dependency area, but different failure modes." + }, + { + "left": "issue:24173", + "right": "issue:34381", + "accept": false, + "reason": "Both involve gateway restart and lost state, but one is about compaction/session context flushing and the other about agent bindings disappearing; too broad to treat as the same bug." + }, + { + "left": "issue:63189", + "right": "issue:63979", + "accept": true, + "reason": "Both describe the same streaming-state failure: the session/UI stays stuck because streaming never gets cleared." + }, + { + "left": "issue:65694", + "right": "issue:68623", + "accept": true, + "reason": "Both describe orphaned MCP subprocesses not being cleaned up, leading to leaks/hanging commands; same underlying cleanup bug." + }, + { + "left": "issue:53430", + "right": "issue:53739", + "accept": false, + "reason": "Unrelated issues: styling glitches versus a Feishu message delivery/load failure." + }, + { + "left": "issue:51656", + "right": "issue:67260", + "accept": false, + "reason": "Different bugs: image-tool routing fallback versus a long-lived Telegram/Ollama fallback problem." + }, + { + "left": "issue:64319", + "right": "issue:66872", + "accept": false, + "reason": "Both are auth/status-related, but one is GitHub authorization UI state and the other is Codex provider status reporting; not the same bug." + }, + { + "left": "issue:33166", + "right": "issue:67574", + "accept": false, + "reason": "No clear overlap: pnpm install failure versus an error after setting a channel in install-daemon flow." + }, + { + "left": "issue:52292", + "right": "issue:66786", + "accept": false, + "reason": "Different subsystems and symptoms: duplicate image sends versus workspace-dir handling in the system prompt." + }, + { + "left": "issue:31414", + "right": "issue:64245", + "accept": false, + "reason": "Both mention npm update, but one is a systemd version mismatch and the other is a missing retry path causing crashes; different problems." + }, + { + "left": "issue:33650", + "right": "issue:53599", + "accept": false, + "reason": "One is a browser-target attach permission error, the other is removal of the browser relay feature; not the same change." + }, + { + "left": "issue:31785", + "right": "issue:36425", + "accept": false, + "reason": "Different plugin-loading failures: /tmp/jiti permissions on Linux versus Telegram plugin load during heartbeat embedded runs." + }, + { + "left": "issue:65517", + "right": "issue:67869", + "accept": false, + "reason": "Both mention event-loop blocking, but they involve different code paths and platforms (embedded sub-agent Telegram starvation vs Windows plugin discovery)." + }, + { + "left": "issue:62472", + "right": "issue:68470", + "accept": false, + "reason": "Both touch compaction/context accounting, but one is incorrect persisted context-window selection across providers and the other is MiniMax prompt-token double counting; distinct bugs." + }, + { + "left": "issue:52773", + "right": "issue:53162", + "accept": true, + "reason": "Both report the same WhatsApp listener being unavailable, causing outbound delivery to fail; the cron-versus-general wording looks like the same root listener bug." + }, + { + "left": "issue:53249", + "right": "issue:68249", + "accept": false, + "reason": "Different attachment/plugin problems: subagent mount-path handling versus Brave plugin not loading at runtime." + }, + { + "left": "issue:34324", + "right": "issue:64971", + "accept": false, + "reason": "Both are message-routing issues, but one is duplicate delivery to Telegram and the other is replies going to webchat instead of the underlying customer channel; not the same artifact." + }, + { + "left": "issue:30300", + "right": "issue:65790", + "accept": false, + "reason": "One is an image-upload stack overflow in Control UI, the other is images not attaching at all in the web UI; different failure modes." + }, + { + "left": "issue:30844", + "right": "issue:64251", + "accept": false, + "reason": "Both involve Codex-related models, but one is provider routing/auth hard-coding and the other is a follow-up-path failure; not the same code-path bug." + }, + { + "left": "issue:31481", + "right": "issue:33157", + "accept": true, + "reason": "Both describe the same 'token missing' web UI/auth failure, with 33157 providing the fuller reproduction detail." + }, + { + "left": "issue:37465", + "right": "issue:66203", + "accept": false, + "reason": "Completely different issues: malformed tool-call output versus Cron Tool corrupting model IDs." + }, + { + "left": "issue:31570", + "right": "issue:63819", + "accept": false, + "reason": "Both are about not making progress, but one is a vague command-execution complaint and the other is a specific stuck-running session state bug; too little evidence they are duplicates." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet and stays conservative overall. The accepted soft pairs are reasonably supported by the issue titles/descriptions, especially the streaming-state, token-missing auth, WhatsApp listener, and MCP cleanup cases. The rejected pairs are appropriately cautious given the limited overlap. No evidence of overstatement that would warrant rejection." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 66, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:32622", + "issue:32637", + "issue:32678", + "issue:32889", + "issue:33879", + "issue:35072", + "issue:35095", + "issue:48212", + "issue:49059", + "issue:51099", + "issue:51593", + "issue:52605", + "issue:52773", + "issue:53138", + "issue:53232", + "issue:53363", + "issue:53485", + "issue:53618", + "issue:53689", + "issue:53761", + "issue:53769", + "issue:55813", + "issue:62783", + "issue:62819", + "issue:63683", + "issue:63829", + "issue:63910", + "issue:64026", + "issue:64254", + "issue:64595", + "issue:64603", + "issue:64912", + "issue:65072", + "issue:65165", + "issue:65431", + "issue:65613", + "issue:65695", + "issue:65990", + "issue:66177", + "issue:66203", + "issue:66381", + "issue:66639", + "issue:66975", + "issue:67334", + "issue:67459", + "issue:67756", + "issue:67989" + ], + "soft_pairs": [ + "issue:53618|issue:65072", + "issue:32678|issue:63683", + "issue:48212|issue:52605", + "issue:62783|issue:67989", + "issue:51593|issue:53689", + "issue:35095|issue:52605", + "issue:65695|issue:65990", + "issue:53363|issue:64026", + "issue:49059|issue:67459", + "issue:53769|issue:62819", + "issue:65431|issue:66639", + "issue:35072|issue:65613", + "issue:64254|issue:64595", + "issue:64603|issue:64912", + "issue:51099|issue:55813", + "issue:53232|issue:53761", + "issue:32637|issue:63829", + "issue:66203|issue:67756", + "issue:52773|issue:53485", + "issue:53138|issue:63910", + "issue:66975|issue:67334", + "issue:66177|issue:66381", + "issue:32622|issue:65165", + "issue:32889|issue:33879" + ], + "prepared_review_unit_hash": "73686a0c53689cfbab3125652abdba03c9b17a319bffe787dbd32571c21206f2", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 24, + "serialized_chars": 34284, + "estimated_input_tokens": 8571, + "estimated_eval_tokens": 17398 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Most candidate pairs are only superficially similar. I accepted three true duplicates: the BlueBubbles/iMessage webhook 404 reports, the Chrome CDP \"not reachable after start\" reports, and the WebChat message flash/disappear regression. The rest differ by channel, provider, or failure mode.", + "confidence": 0.88, + "canonical_issue_reason": "Issue 65990 is the strongest canonical issue: it is the most detailed browser/CDP report, includes a clear repro comparison against manual CDP, and matches issue 65695 on the same concrete startup/connectivity failure.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 65990 is the best overall issue candidate because it is concrete, well-described, and has the highest signal for an actionable root cause among the provided items.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:53618", + "right": "issue:65072", + "accept": false, + "reason": "Both are about image upload, but one is Web UI upload handling and the other is agent-side image reception; not the same bug." + }, + { + "left": "issue:32678", + "right": "issue:63683", + "accept": false, + "reason": "Different subsystems and failures: Feishu plugin routing vs Anthropic CLI behavior." + }, + { + "left": "issue:48212", + "right": "issue:52605", + "accept": true, + "reason": "Same underlying BlueBubbles/iMessage webhook problem: HTTP POST routes return 404 after upgrade." + }, + { + "left": "issue:62783", + "right": "issue:67989", + "accept": false, + "reason": "Both mention OpenRouter, but one is isolated cron-session auth and the other is provider-to-model routing; not the same code-path bug." + }, + { + "left": "issue:51593", + "right": "issue:53689", + "accept": false, + "reason": "Tool-call duplication in group chats is unrelated to a model-not-found error." + }, + { + "left": "issue:35095", + "right": "issue:52605", + "accept": false, + "reason": "Different channels and failures: Google Chat inbound webhook 401 vs BlueBubbles webhook 404." + }, + { + "left": "issue:65695", + "right": "issue:65990", + "accept": true, + "reason": "Same Chrome managed-profile CDP startup/connectivity failure; the second report is a more detailed version of the first." + }, + { + "left": "issue:53363", + "right": "issue:64026", + "accept": false, + "reason": "Both are 400/422 model-call failures, but they involve different providers and error shapes." + }, + { + "left": "issue:49059", + "right": "issue:67459", + "accept": false, + "reason": "Both concern skills snapshots, but one is stale after gateway restart while the other is cache invalidation when new skills are added." + }, + { + "left": "issue:53769", + "right": "issue:62819", + "accept": false, + "reason": "Both are cron delivery failures, but they affect different channels and different failure messages." + }, + { + "left": "issue:65431", + "right": "issue:66639", + "accept": false, + "reason": "Both involve image/tool support, but one is config validation for model image input and the other is provider support for minimax; not the same bug." + }, + { + "left": "issue:35072", + "right": "issue:65613", + "accept": false, + "reason": "Similar health-monitor timing, but different channels and likely different implementations; too broad to merge." + }, + { + "left": "issue:64254", + "right": "issue:64595", + "accept": false, + "reason": "Related memory-core dreaming area, but one is persistence across restarts and the other is repeated execution from an unconsumed token; distinct failures." + }, + { + "left": "issue:64603", + "right": "issue:64912", + "accept": false, + "reason": "Punycode warning reproduction is unrelated to a missing qa/scenarios package causing cache refresh failure." + }, + { + "left": "issue:51099", + "right": "issue:55813", + "accept": false, + "reason": "One is a sandbox image regression breaking python3/file tools; the other is a vague beta breakage report." + }, + { + "left": "issue:53232", + "right": "issue:53761", + "accept": false, + "reason": "Different providers and capabilities: media-understanding missing vs image-generation provider missing." + }, + { + "left": "issue:32637", + "right": "issue:63829", + "accept": false, + "reason": "Both are per-agent configuration features, but cwd and memory-wiki vault are different requests." + }, + { + "left": "issue:66203", + "right": "issue:67756", + "accept": false, + "reason": "Both are cron/model-routing issues, but one corrupts model IDs while the other ignores an ollama prefix; not the same bug." + }, + { + "left": "issue:52773", + "right": "issue:53485", + "accept": false, + "reason": "WhatsApp listener outage and web chat record-loss after update are unrelated." + }, + { + "left": "issue:53138", + "right": "issue:63910", + "accept": false, + "reason": "Clean-install missing WhatsApp plugin differs from missing bash-completions files on upgrade." + }, + { + "left": "issue:66975", + "right": "issue:67334", + "accept": false, + "reason": "Telegram command disappearance and Ollama timeout are different regressions." + }, + { + "left": "issue:66177", + "right": "issue:66381", + "accept": true, + "reason": "Same WebChat regression where a sent message briefly disappears and reappears after response." + }, + { + "left": "issue:32622", + "right": "issue:65165", + "accept": false, + "reason": "Different content-related/image-upload failures; not the same underlying issue." + }, + { + "left": "issue:32889", + "right": "issue:33879", + "accept": false, + "reason": "EISDIR during docs generation is unrelated to the Docker TypeScript build error." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The analysis is grounded in the packet and the accepted soft-edge pairs are conservative: the BlueBubbles/iMessage 404 reports, the Chrome CDP startup/connectivity reports, and the WebChat flash/disappear reports all look like the same underlying bug from the titles alone. The rejected pairs are also mostly cautious, with no obvious overstatement. Canonical issue selection is reasonable based on the amount of detail and the close match to 65695." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 67, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:30300", + "issue:30713", + "issue:30818", + "issue:31246", + "issue:31275", + "issue:33621", + "issue:34901", + "issue:36157", + "issue:36326", + "issue:51175", + "issue:53232", + "issue:53358", + "issue:53769", + "issue:53824", + "issue:53876", + "issue:54629", + "issue:57072", + "issue:62967", + "issue:63428", + "issue:63441", + "issue:63449", + "issue:63918", + "issue:64254", + "issue:64385", + "issue:64409", + "issue:64509", + "issue:64670", + "issue:64867", + "issue:65277", + "issue:65500", + "issue:65516", + "issue:65801", + "issue:66390", + "issue:66516", + "issue:66907", + "issue:67029", + "issue:67045", + "issue:67291", + "issue:67411", + "issue:67412", + "issue:67435", + "issue:67487", + "issue:67547", + "issue:67562", + "issue:67598", + "issue:67730", + "issue:68447" + ], + "soft_pairs": [ + "issue:65516|issue:67547", + "issue:53769|issue:53824", + "issue:62967|issue:63918", + "issue:30300|issue:67487", + "issue:51175|issue:64509", + "issue:30818|issue:65500", + "issue:30713|issue:53358", + "issue:53232|issue:53876", + "issue:66907|issue:67412", + "issue:67291|issue:67411", + "issue:31275|issue:54629", + "issue:63428|issue:63449", + "issue:57072|issue:65801", + "issue:34901|issue:66390", + "issue:31246|issue:54629", + "issue:67435|issue:68447", + "issue:36326|issue:67598", + "issue:63441|issue:64670", + "issue:67029|issue:67562", + "issue:65277|issue:67730", + "issue:64867|issue:66516", + "issue:33621|issue:67045", + "issue:36157|issue:64385", + "issue:64254|issue:64409" + ], + "prepared_review_unit_hash": "2dd0df3d6eb3266fcbc5e5004ee9246869842a20c779fe5f079e11a4aabdbaf8", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 24, + "serialized_chars": 34352, + "estimated_input_tokens": 8588, + "estimated_eval_tokens": 17432 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Most soft edges are false positives across unrelated bug families. The strongest true duplicates are the Active Memory timeout pair, the onboarding \"trim\" crash pair, and the dreaming cron restart/persistence pair; the rest differ by subsystem or concrete failure mode.", + "confidence": 0.84, + "canonical_issue_reason": "issue:64867 is the clearest canonical report: it describes the specific Active Memory failover/timeout path, while issue:66516 is a broader blocker summary of the same problem.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:64867 is the most actionable and specific issue in the set, with a concrete symptom and repro context.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:65516", + "right": "issue:67547", + "accept": false, + "reason": "Both are build/package problems in A2UI, but one is a missing script in the installed package and the other is a bundle/hash dependency on ui/node_modules; different root causes." + }, + { + "left": "issue:53769", + "right": "issue:53824", + "accept": false, + "reason": "Both involve cron delivery/channel handling, but one is a Slack channel support error and the other is an unknown-channel failure after gateway restart." + }, + { + "left": "issue:62967", + "right": "issue:63918", + "accept": false, + "reason": "Both hit OpenAI 400s around reasoning/thinking settings, but they affect different models and different code paths (model capability vs cron agentTurn mapping)." + }, + { + "left": "issue:30300", + "right": "issue:67487", + "accept": false, + "reason": "Both are Control UI image-upload reports, but one is a stack overflow on large uploads and the other is an image not appearing in chat after upload." + }, + { + "left": "issue:51175", + "right": "issue:64509", + "accept": false, + "reason": "Different providers and failures: OAuth geo-blocking 403 versus claude backend reporting out-of-usage." + }, + { + "left": "issue:30818", + "right": "issue:65500", + "accept": false, + "reason": "One is pasted images not reaching the backend; the other is /models not listing custom models. Different features." + }, + { + "left": "issue:30713", + "right": "issue:53358", + "accept": false, + "reason": "Both mention memory indexing hangs, but one is an infinite loop in the command and the other hangs after OpenAI batch completion; not the same concrete bug." + }, + { + "left": "issue:53232", + "right": "issue:53876", + "accept": false, + "reason": "Both are upgrade regressions, but one is media-understanding provider registration and the other is Telegram channel configuration." + }, + { + "left": "issue:66907", + "right": "issue:67412", + "accept": false, + "reason": "Both are chat-UI flicker/desync reports, but one concerns the input text and the other the sent message; too vague to treat as the same bug." + }, + { + "left": "issue:67291", + "right": "issue:67411", + "accept": true, + "reason": "Both report the same onboarding crash from calling trim() on an undefined value during save; they look like the same underlying onboarding validation bug." + }, + { + "left": "issue:31275", + "right": "issue:54629", + "accept": false, + "reason": "Feishu /new session-memory hook failure is unrelated to a status slash command not displaying data." + }, + { + "left": "issue:63428", + "right": "issue:63449", + "accept": true, + "reason": "Both describe the dreaming cron job not surviving gateway restart/boot timing; same lifecycle persistence problem, just different manifestations." + }, + { + "left": "issue:57072", + "right": "issue:65801", + "accept": false, + "reason": "Route-navigation chat state desync is unrelated to messages not being passed to ACP." + }, + { + "left": "issue:34901", + "right": "issue:66390", + "accept": false, + "reason": "Both are macOS update issues, but one is a LaunchAgent plist version field not updating and the other is a file-lock crash during npm update." + }, + { + "left": "issue:31246", + "right": "issue:54629", + "accept": false, + "reason": "Discord slash-command resolution failure and status command output missing data are different bugs." + }, + { + "left": "issue:67435", + "right": "issue:68447", + "accept": false, + "reason": "Both involve provider prefixes, but one is Ollama prepending an ollama/ prefix and the other is LM Studio routing to the wrong provider; different code paths." + }, + { + "left": "issue:36326", + "right": "issue:67598", + "accept": false, + "reason": "Both mention an ignored model override, but one is a hook transform runtime override and the other is a cron payload override; not the same bug." + }, + { + "left": "issue:63441", + "right": "issue:64670", + "accept": false, + "reason": "Multiple Ollama providers and a /btw command / ESC-key issue are unrelated." + }, + { + "left": "issue:67029", + "right": "issue:67562", + "accept": false, + "reason": "Both are dreaming-related, but one is narrative session cleanup with a missing scope and the other is Feishu push using a hardcoded default target." + }, + { + "left": "issue:65277", + "right": "issue:67730", + "accept": false, + "reason": "Both concern dreaming/session-memory session growth, but one is excess session creation from scheduling and the other is cleanup never running." + }, + { + "left": "issue:64867", + "right": "issue:66516", + "accept": true, + "reason": "Same Active Memory timeout bug: 64867 gives the concrete failover-chain symptom, and 66516 is the broader beta-blocker report." + }, + { + "left": "issue:33621", + "right": "issue:67045", + "accept": false, + "reason": "Compaction/tool_use history rejection and sticky model fallback after formatting error are related but not the same concrete failure." + }, + { + "left": "issue:36157", + "right": "issue:64385", + "accept": false, + "reason": "Chinese report about image recognition/upload failure behind a proxy is unrelated to random openclaw.json truncation and API key loss." + }, + { + "left": "issue:64254", + "right": "issue:64409", + "accept": false, + "reason": "Dreaming cron persistence across restart and dreaming config resolution returning enabled=false are different startup/config bugs." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet, and the accepted soft-edge pairs are conservative: 67291/67411 both point to the same onboarding trim() crash, 63428/63449 both describe the dreaming cron surviving startup/restart lifecycle issue, and 64867/66516 are clearly the same Active Memory timeout problem. The rejected pairs are also framed conservatively based on distinct subsystems or failure modes." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 68, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:17101", + "issue:30030", + "issue:31275", + "issue:32983", + "issue:36056", + "issue:37315", + "issue:50017", + "issue:52484", + "issue:53284", + "issue:53335", + "issue:53729", + "issue:53739", + "issue:53797", + "issue:53798", + "issue:53925", + "issue:53959", + "issue:54030", + "issue:59205", + "issue:62684", + "issue:63349", + "issue:63566", + "issue:63609", + "issue:64319", + "issue:64710", + "issue:65072", + "issue:65119", + "issue:65412", + "issue:65455", + "issue:65464", + "issue:65521", + "issue:65698", + "issue:65801", + "issue:66335", + "issue:66621", + "issue:66752", + "issue:66766", + "issue:66806", + "issue:66925", + "issue:66972", + "issue:67032", + "issue:67438", + "issue:67696", + "issue:67922", + "issue:68124", + "issue:68344", + "issue:68513", + "issue:68623" + ], + "soft_pairs": [ + "issue:54030|issue:63349", + "issue:31275|issue:67438", + "issue:62684|issue:64710", + "issue:32983|issue:50017", + "issue:66621|issue:68513", + "issue:52484|issue:64710", + "issue:66752|issue:68124", + "issue:30030|issue:66806", + "issue:65521|issue:66335", + "issue:53959|issue:59205", + "issue:36056|issue:65455", + "issue:53797|issue:53925", + "issue:64319|issue:66766", + "issue:53284|issue:68623", + "issue:17101|issue:53798", + "issue:65698|issue:66925", + "issue:37315|issue:65464", + "issue:65412|issue:67922", + "issue:53739|issue:65801", + "issue:53335|issue:66972", + "issue:65072|issue:67032", + "issue:65119|issue:68344", + "issue:63566|issue:63609", + "issue:53729|issue:67696" + ], + "prepared_review_unit_hash": "9165d6a6256b422acf2c06dc6427c9b883189a014e407a6ae407be758ddb372a", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 24, + "serialized_chars": 34468, + "estimated_input_tokens": 8617, + "estimated_eval_tokens": 17490 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Issue 66925 remains the best canonical issue. One prior soft-edge accept needed to be reversed: the two Ollama timeout reports are similar in theme but not evidenced as the same underlying defect, so they should stay separate.", + "confidence": 0.76, + "canonical_issue_reason": "Issue 66925 is the clearest canonical because it names the specific root cause (`registerMemoryCapability` overwriting `memory-core`\u2019s `publicArtifacts`) and directly explains the older bridge-import failure.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 66925 is the strongest live issue to anchor the cluster: it is explicit about the broken code path, actionable, and subsumes the related earlier report.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:54030", + "right": "issue:63349", + "accept": false, + "reason": "Same broad voice-note area, but WhatsApp transcription regression and Telegram raw .ogg intake are different platform-specific failures." + }, + { + "left": "issue:31275", + "right": "issue:67438", + "accept": false, + "reason": "Different Feishu bugs: `/new` session-memory behavior versus QR-code onboarding failure." + }, + { + "left": "issue:62684", + "right": "issue:64710", + "accept": false, + "reason": "Both are Ollama-related timeout reports, but the packet does not establish the same underlying bug or even the same failure mode; the similarity is too broad to dedupe conservatively." + }, + { + "left": "issue:32983", + "right": "issue:50017", + "accept": false, + "reason": "Both involve model handling, but one is heartbeat config being ignored and the other is fallback after an invalid primary model ID; not the same concrete defect." + }, + { + "left": "issue:66621", + "right": "issue:68513", + "accept": false, + "reason": "Related to images, but webchat attachment rendering and vision-model fallback are distinct failure modes." + }, + { + "left": "issue:52484", + "right": "issue:64710", + "accept": false, + "reason": "Subagent timeout JSON after handoff is unrelated to Ollama agent timeouts." + }, + { + "left": "issue:66752", + "right": "issue:68124", + "accept": false, + "reason": "An ARM64 module-resolution failure and a bootstrap-hook type error are different bugs." + }, + { + "left": "issue:30030", + "right": "issue:66806", + "accept": false, + "reason": "Rate-limit fallback/cooldown behavior is unrelated to an Anthropic-only config incorrectly looking for an OpenAI key." + }, + { + "left": "issue:65521", + "right": "issue:66335", + "accept": true, + "reason": "Both describe managed browser startup failing right after Chrome launch, with CDP/websocket never becoming reachable." + }, + { + "left": "issue:53959", + "right": "issue:59205", + "accept": false, + "reason": "Tool-execution failure in codex and Ollama Cloud 401 auth failure are separate provider issues." + }, + { + "left": "issue:36056", + "right": "issue:65455", + "accept": false, + "reason": "Origin/control-UI policy and the Chinese-language UI display issue are unrelated." + }, + { + "left": "issue:53797", + "right": "issue:53925", + "accept": true, + "reason": "Both are `/btw` failures on github-copilot with unsupported-model 400s, matching the same provider/model-selection bug." + }, + { + "left": "issue:64319", + "right": "issue:66766", + "accept": false, + "reason": "GitHub auth state and Anthropic context-window metadata are different concerns." + }, + { + "left": "issue:53284", + "right": "issue:68623", + "accept": false, + "reason": "Cron message persistence and MCP subprocess cleanup are unrelated isolated-session bugs." + }, + { + "left": "issue:17101", + "right": "issue:53798", + "accept": false, + "reason": "Telegram voice transcription and Feishu audio-duration display are different platform-specific issues." + }, + { + "left": "issue:65698", + "right": "issue:66925", + "accept": true, + "reason": "Same underlying memory-plugin registry bug: `publicArtifacts` is not preserved/restored, causing wiki bridge import/export to fail." + }, + { + "left": "issue:37315", + "right": "issue:65464", + "accept": true, + "reason": "Both describe cron delivery status staying erroneous after a successful send/retry, i.e. stale error bookkeeping." + }, + { + "left": "issue:65412", + "right": "issue:67922", + "accept": true, + "reason": "Both are Dream output-routing bugs where content fails to land in `DREAMS.md` and ends up elsewhere or nowhere." + }, + { + "left": "issue:53739", + "right": "issue:65801", + "accept": false, + "reason": "Feishu message non-response after a plugin upgrade is not the same as generic ACP message forwarding failure." + }, + { + "left": "issue:53335", + "right": "issue:66972", + "accept": false, + "reason": "Both involve `/new`, but one resets incorrectly while the other is blocked by a stale ACP session; different code paths." + }, + { + "left": "issue:65072", + "right": "issue:67032", + "accept": false, + "reason": "Web UI image upload issues are related, but 67032 is broader and also includes message display lag." + }, + { + "left": "issue:65119", + "right": "issue:68344", + "accept": false, + "reason": "Model discovery disappearing is different from Ollama context-window/tool-support problems." + }, + { + "left": "issue:63566", + "right": "issue:63609", + "accept": true, + "reason": "Same v2026.4.9 CLI regression: commands hang and get SIGKILLed, with the gateway becoming unresponsive." + }, + { + "left": "issue:53729", + "right": "issue:67696", + "accept": false, + "reason": "Outbound messages echoing back inbound is unrelated to `[object Object]` serialization artifacts in outbound payloads." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "Most of the summary is grounded and several accepts look well supported, but one soft-edge acceptance is too strong: `issue:62684` vs `issue:64710`. The packet only shows both as Ollama-related timeout reports; it does not clearly establish they are the same underlying bug or even the same failure mode. That inference goes beyond the evidence, so the verdict set is not conservative enough." + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 69, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:33256", + "issue:37123", + "issue:48479", + "issue:50856", + "issue:51099", + "issue:51482", + "issue:51521", + "issue:51554", + "issue:51578", + "issue:51593", + "issue:51873", + "issue:52729", + "issue:52773", + "issue:53566", + "issue:53591", + "issue:53648", + "issue:53672", + "issue:53785", + "issue:53871", + "issue:53949", + "issue:62568", + "issue:62684", + "issue:63128", + "issue:63683", + "issue:63937", + "issue:63968", + "issue:64296", + "issue:64330", + "issue:64409", + "issue:64802", + "issue:65281", + "issue:65289", + "issue:65314", + "issue:65329", + "issue:65368", + "issue:65603", + "issue:65695", + "issue:65870", + "issue:66170", + "issue:66390", + "issue:66393", + "issue:66766", + "issue:66936", + "issue:67093", + "issue:67979", + "issue:68373", + "issue:68707" + ], + "soft_pairs": [ + "issue:63683|issue:65281", + "issue:51099|issue:53871", + "issue:52773|issue:64296", + "issue:37123|issue:65603", + "issue:67979|issue:68373", + "issue:48479|issue:53566", + "issue:53648|issue:65870", + "issue:53949|issue:65329", + "issue:64330|issue:64409", + "issue:63128|issue:66390", + "issue:51554|issue:66766", + "issue:53672|issue:66393", + "issue:51482|issue:51521", + "issue:63937|issue:66936", + "issue:50856|issue:52729", + "issue:51578|issue:65289", + "issue:62684|issue:65314", + "issue:63968|issue:64802", + "issue:65368|issue:66390", + "issue:51593|issue:67093", + "issue:53785|issue:62568", + "issue:65695|issue:66170", + "issue:51873|issue:68707", + "issue:33256|issue:53591" + ], + "prepared_review_unit_hash": "8be4a04114f77cd776e06fd3a9b7d3c41d81f532dbf6ed50807951c643eeb593", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 24, + "serialized_chars": 34480, + "estimated_input_tokens": 8620, + "estimated_eval_tokens": 17496 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This set is mostly heterogeneous; there are a few genuine duplicate-looking pairs, but no single issue/PR can represent the whole cluster.", + "confidence": 0.91, + "canonical_issue_reason": "No single canonical issue spans the full set: it breaks into several unrelated mini-clusters (memory-core, context-window metadata, Ollama timeouts, browser/CDP) rather than one duplicate thread.", + "canonical_pr_reason": null, + "best_issue_reason": "No global best issue for the whole cluster; the strongest duplicate pairs are 64330/64409, 65695/66170, 67979/68373, 62684/65314, and 51554/66766, but they are separate problems.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:63683", + "right": "issue:65281", + "accept": false, + "reason": "Different products and failure modes: Anthropic CLI not working vs Control UI webchat image paste/send." + }, + { + "left": "issue:51099", + "right": "issue:53871", + "accept": false, + "reason": "Unrelated regressions: sandbox image missing python3 vs Telegram channel config after upgrade." + }, + { + "left": "issue:52773", + "right": "issue:64296", + "accept": false, + "reason": "Both WhatsApp-related, but one is an outbound listener dying after upgrade and the other is a connection failing before fully opening; not the same bug." + }, + { + "left": "issue:37123", + "right": "issue:65603", + "accept": false, + "reason": "Onboarding/provider visibility issue vs Azure Foundry request-schema/tool-payload rejection at runtime." + }, + { + "left": "issue:67979", + "right": "issue:68373", + "accept": true, + "reason": "Same memory-wiki bridge/cached-plugin path: both describe memory capability missing, breaking artifact export/import." + }, + { + "left": "issue:48479", + "right": "issue:53566", + "accept": false, + "reason": "Different google-vertex failures: auth mode regression vs unknown-model rejection." + }, + { + "left": "issue:53648", + "right": "issue:65870", + "accept": false, + "reason": "Both mention URLs, but one is a UI search box placeholder bug and the other is a docs link hardcoded to a legacy path." + }, + { + "left": "issue:53949", + "right": "issue:65329", + "accept": false, + "reason": "Different attachment pipelines and integrations: Telegram image downloads vs Teams DM images/file attachments." + }, + { + "left": "issue:64330", + "right": "issue:64409", + "accept": true, + "reason": "Same memory-core dreaming/before_agent_reply path; the config resolution bug plausibly causes the cron jobs to be removed." + }, + { + "left": "issue:63128", + "right": "issue:66390", + "accept": false, + "reason": "Both macOS/gateway related, but one is LaunchAgent re-bootstrap after restart and the other is file-lock problems during npm update." + }, + { + "left": "issue:51554", + "right": "issue:66766", + "accept": true, + "reason": "Same context-window metadata/display problem: incorrect session/context size is shown for model families, with swapped values in the UI/status." + }, + { + "left": "issue:53672", + "right": "issue:66393", + "accept": false, + "reason": "Port/startup failure vs webchat image-viewing failure; different code paths." + }, + { + "left": "issue:51482", + "right": "issue:51521", + "accept": false, + "reason": "Separate feature requests: default reasoning enablement vs custom reasoning language." + }, + { + "left": "issue:63937", + "right": "issue:66936", + "accept": false, + "reason": "Both involve SecretRef/CLI behavior, but one is Slack-plugin registration-time crashes and the other is agents list hanging with unresolved secrets; not the same concrete bug." + }, + { + "left": "issue:50856", + "right": "issue:52729", + "accept": false, + "reason": "Both are webhook 404 regressions, but they reference different hook mechanisms and integrations; too little evidence of one underlying defect." + }, + { + "left": "issue:51578", + "right": "issue:65289", + "accept": false, + "reason": "Different feature requests for voice sending in different chat systems (Feishu bubbles vs WhatsApp PTT)." + }, + { + "left": "issue:62684", + "right": "issue:65314", + "accept": true, + "reason": "Both report Ollama agent-mode timeouts despite the model itself responding; same timeout path is likely involved." + }, + { + "left": "issue:63968", + "right": "issue:64802", + "accept": false, + "reason": "Packaging missing-file regression vs a Railway Docker image version update request." + }, + { + "left": "issue:65368", + "right": "issue:66390", + "accept": false, + "reason": "Different update failures: missing hashed runtime chunk after plugin update vs macOS npm file-lock crash." + }, + { + "left": "issue:51593", + "right": "issue:67093", + "accept": false, + "reason": "Different products and symptoms: duplicated tool-call IDs in WhatsApp group chats vs raw tool-call syntax leaking in Discord." + }, + { + "left": "issue:53785", + "right": "issue:62568", + "accept": false, + "reason": "Both are missing-package regressions, but they affect different dependencies and platforms." + }, + { + "left": "issue:65695", + "right": "issue:66170", + "accept": true, + "reason": "Same browser/CDP self-connect failure: the gateway is blocked from reaching its own Chrome endpoint, effectively tripping SSRF policy against loopback/CDP." + }, + { + "left": "issue:51873", + "right": "issue:68707", + "accept": false, + "reason": "Context caching not working vs token-usage tracking stuck at 0%; related theme, but not the same bug." + }, + { + "left": "issue:33256", + "right": "issue:53591", + "accept": false, + "reason": "Different providers and failures: Google Chat broken vs kimi-coding tool-call payload incompatibility." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary stays grounded in the packet: it correctly treats the set as mostly heterogeneous while identifying a few plausible duplicate pairs. The accepted soft-edge matches are conservative and supported by the titles/descriptions, and the rejected pairs do not overclaim similarity. No single canonical issue/PR is justified for the whole cluster." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 70, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:28222", + "issue:30335", + "issue:33049", + "issue:34308", + "issue:34656", + "issue:51045", + "issue:51144", + "issue:51810", + "issue:51869", + "issue:52257", + "issue:52511", + "issue:52605", + "issue:53138", + "issue:53358", + "issue:54073", + "issue:59205", + "issue:59257", + "issue:62172", + "issue:62214", + "issue:62905", + "issue:62923", + "issue:63345", + "issue:63896", + "issue:64226", + "issue:64418", + "issue:64529", + "issue:64628", + "issue:64938", + "issue:65086", + "issue:65208", + "issue:65420", + "issue:65494", + "issue:65832", + "issue:66125", + "issue:66176", + "issue:66177", + "issue:66281", + "issue:66381", + "issue:66598", + "issue:66688", + "issue:66758", + "issue:66872", + "issue:67056", + "issue:67106", + "issue:67136", + "issue:67250", + "issue:67342", + "issue:67817" + ], + "soft_pairs": [ + "issue:33049|issue:34308", + "issue:51144|issue:52511", + "issue:34656|issue:64418", + "issue:63896|issue:64529", + "issue:54073|issue:64938", + "issue:28222|issue:67817", + "issue:51045|issue:52257", + "issue:51810|issue:59205", + "issue:65208|issue:66281", + "issue:66125|issue:67056", + "issue:66176|issue:66381", + "issue:66177|issue:66598", + "issue:67106|issue:67250", + "issue:59257|issue:65086", + "issue:62172|issue:66872", + "issue:65420|issue:65494", + "issue:53138|issue:63345", + "issue:62905|issue:62923", + "issue:52605|issue:67342", + "issue:64628|issue:66758", + "issue:53358|issue:66688", + "issue:51869|issue:65832", + "issue:62214|issue:64226", + "issue:30335|issue:67136" + ], + "prepared_review_unit_hash": "65661f966c981b615e709fbcdade263f40cdd74e4fa3cd070039db60b43dc1db", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 35267, + "estimated_input_tokens": 8817, + "estimated_eval_tokens": 17890 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This cluster is mostly heterogeneous: many items share only superficial wording around plugins, media, UI flicker, or provider registration. I only accepted a small set of pairs that look like the same concrete bug/regression.", + "confidence": 0.89, + "canonical_issue_reason": "No single canonical issue fits the whole cluster; the accepted duplicates are several separate bugs. If an anchor is needed, the TTS media allowlist regression is the clearest open one.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 63896 is the strongest open issue to keep as the anchor for one accepted duplicate pair: it has a concrete root cause and cleanly matches 64529.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:33049", + "right": "issue:34308", + "accept": true, + "reason": "Both describe the Telegram/forum-topic reply-routing bug; the missing `to` field plausibly causes responses not to return to the bound/requester channel." + }, + { + "left": "issue:51144", + "right": "issue:52511", + "accept": false, + "reason": "Different failures: one is the container restarting/gateway closing, the other is a UI permission modal overflow." + }, + { + "left": "issue:34656", + "right": "issue:64418", + "accept": false, + "reason": "401 auth failures after config change are unrelated to repeated image resizing in context." + }, + { + "left": "issue:63896", + "right": "issue:64529", + "accept": true, + "reason": "Same TTS audio/media-path regression: both say generated audio is blocked by absolute-path allowlist checks under `/tmp/openclaw`." + }, + { + "left": "issue:54073", + "right": "issue:64938", + "accept": false, + "reason": "Both are provider-registration problems, but for different providers and different concrete failure modes." + }, + { + "left": "issue:28222", + "right": "issue:67817", + "accept": false, + "reason": "Unrelated subsystems: diagnostics-otel plugin vs Discord service env wiring." + }, + { + "left": "issue:51045", + "right": "issue:52257", + "accept": false, + "reason": "Image upload reception and a browser-cutoff authorization dialog are different UI bugs." + }, + { + "left": "issue:51810", + "right": "issue:59205", + "accept": false, + "reason": "Telegram SecretRef regression and Ollama Cloud auth 401 are separate issues." + }, + { + "left": "issue:65208", + "right": "issue:66281", + "accept": true, + "reason": "Same browser-tool/macOS Chrome attach problem: missing remote-debugging/CDP attach setup leads to the launch/attach failures described by both." + }, + { + "left": "issue:66125", + "right": "issue:67056", + "accept": false, + "reason": "Different paths: OpenAI-compatible completion fallback vs image-runtime header preservation." + }, + { + "left": "issue:66176", + "right": "issue:66381", + "accept": true, + "reason": "Same sent-message flicker/disappear/reappear symptom in the web chat/control UI, likely the same rendering bug." + }, + { + "left": "issue:66177", + "right": "issue:66598", + "accept": false, + "reason": "Very similar UI symptom, but the titles are not enough to show the same concrete bug or code path." + }, + { + "left": "issue:67106", + "right": "issue:67250", + "accept": false, + "reason": "Both involve disappearing text, but one is Safari/tool-result timing and the other is hiding tool-call display; too different to merge." + }, + { + "left": "issue:59257", + "right": "issue:65086", + "accept": true, + "reason": "Same model-override propagation bug: `modelApplied:true` is reported, but the child/cron session actually runs a fallback model." + }, + { + "left": "issue:62172", + "right": "issue:66872", + "accept": false, + "reason": "Different status-reporting bugs in different subsystems (Discord status vs Codex model status)." + }, + { + "left": "issue:65420", + "right": "issue:65494", + "accept": false, + "reason": "Both are iMessage bugs, but one is an echo loop/filtering problem and the other is a startup ReferenceError." + }, + { + "left": "issue:53138", + "right": "issue:63345", + "accept": false, + "reason": "WhatsApp plugin missing on install and Matrix missing-message-keys are unrelated." + }, + { + "left": "issue:62905", + "right": "issue:62923", + "accept": true, + "reason": "Both point to the same 2026.4.7 extension setup/bundling regression around `setup-entry.js` / `channel.setup.js` for Telegram and Slack." + }, + { + "left": "issue:52605", + "right": "issue:67342", + "accept": false, + "reason": "BlueBubbles webhook 404 after upgrade and runtime-not-initialized on startup are different failure points." + }, + { + "left": "issue:64628", + "right": "issue:66758", + "accept": false, + "reason": "Both are Ollama/image-tool related, but one is missing API-provider registration while the other is unknown-model resolution." + }, + { + "left": "issue:53358", + "right": "issue:66688", + "accept": false, + "reason": "Different bugs: batch-completion hang in clawdbot memory indexing vs unknown memory embedding provider." + }, + { + "left": "issue:51869", + "right": "issue:65832", + "accept": false, + "reason": "Custom-provider vision-input hardcoding and custom-provider model registry lookup are related but not the same bug." + }, + { + "left": "issue:62214", + "right": "issue:64226", + "accept": true, + "reason": "Same WhatsApp media-send regression: one says `sendMedia` is not wired after refactoring, the other says media send silently fails in the same version range." + }, + { + "left": "issue:30335", + "right": "issue:67136", + "accept": false, + "reason": "Edit-tool file-not-found and write-tool claims success without creating a file are different concrete failures." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "Grounded overall and suitably conservative. The summary matches the packet\u2019s mostly heterogeneous issue set, and the accepted soft pairs are all phrased as same-bug/regression matches rather than certainties. No pair looks overstated from the titles alone." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 71, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:24662", + "issue:25663", + "issue:26691", + "issue:30308", + "issue:30818", + "issue:30908", + "issue:32200", + "issue:32678", + "issue:32952", + "issue:34381", + "issue:34582", + "issue:35476", + "issue:47650", + "issue:52292", + "issue:52729", + "issue:53235", + "issue:53318", + "issue:53376", + "issue:53425", + "issue:53485", + "issue:53547", + "issue:53579", + "issue:53705", + "issue:53744", + "issue:53755", + "issue:53786", + "issue:53815", + "issue:53824", + "issue:53959", + "issue:54689", + "issue:62049", + "issue:62958", + "issue:63677", + "issue:64251", + "issue:64352", + "issue:64395", + "issue:64418", + "issue:64603", + "issue:65283", + "issue:65297", + "issue:65450", + "issue:65701", + "issue:67216", + "issue:67357", + "issue:67598", + "issue:68001", + "issue:68147", + "issue:68578" + ], + "soft_pairs": [ + "issue:53579|issue:53705", + "issue:64395|issue:68147", + "issue:62049|issue:64603", + "issue:32952|issue:53547", + "issue:26691|issue:32678", + "issue:30908|issue:34381", + "issue:64352|issue:65297", + "issue:25663|issue:53815", + "issue:34582|issue:35476", + "issue:47650|issue:52729", + "issue:54689|issue:67357", + "issue:64418|issue:68578", + "issue:30818|issue:53485", + "issue:53755|issue:64251", + "issue:52292|issue:65701", + "issue:65283|issue:65450", + "issue:53425|issue:53959", + "issue:24662|issue:53235", + "issue:32200|issue:63677", + "issue:53824|issue:67598", + "issue:62958|issue:68001", + "issue:53744|issue:67216", + "issue:30308|issue:53786", + "issue:53318|issue:53376" + ], + "prepared_review_unit_hash": "8e794ddd529e175333c0228bb06571e19210fb94cd6b03610b36b3970b80de8e", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 34710, + "estimated_input_tokens": 8678, + "estimated_eval_tokens": 17612 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This cluster is mostly a set of unrelated bug reports across different subsystems. The only plausible duplicate is the WhatsApp voice/STT pair, which both describe voice notes/audio not being transcribed before delivery.", + "confidence": 0.94, + "canonical_issue_reason": "issue:32200 is the earlier, broader report of WhatsApp voice transcription failing; issue:63677 appears to be the same STT-pipeline bug with more explicit reproduction detail.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:32200 is the best representative for the accepted duplicate pair because it names the core failure directly and predates the more detailed follow-up report.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:53579", + "right": "issue:53705", + "accept": false, + "reason": "Both mention agents/infrastructure, but one is about lost know-how/configuration and the other is about a destructive delete path; different bugs." + }, + { + "left": "issue:64395", + "right": "issue:68147", + "accept": false, + "reason": "Different domains: weixin message throttling vs model selection UI; no shared code-path." + }, + { + "left": "issue:62049", + "right": "issue:64603", + "accept": false, + "reason": "Both are warning-related, but one is a false-positive plugins.allow warning and the other is a punycode deprecation warning; unrelated." + }, + { + "left": "issue:32952", + "right": "issue:53547", + "accept": false, + "reason": "Installation memory usage vs bootstrap file loading; different failures and layers." + }, + { + "left": "issue:26691", + "right": "issue:32678", + "accept": false, + "reason": "Both are plugin/chat issues, but one is unreadable messages in Nextcloud Talk and the other is Feishu routing/binding misconfiguration; not the same bug." + }, + { + "left": "issue:30908", + "right": "issue:34381", + "accept": false, + "reason": "Duplicate plugin-id warning is a config validation issue; agent bindings disappearing after restart is a state persistence issue." + }, + { + "left": "issue:64352", + "right": "issue:65297", + "accept": false, + "reason": "Both involve media sending, but WhatsApp media delivery and Telegram image-buffer delivery are separate providers and paths." + }, + { + "left": "issue:25663", + "right": "issue:53815", + "accept": false, + "reason": "Session timeout/401 after inactivity is different from Web UI not updating after WhatsApp gateway reconnect." + }, + { + "left": "issue:34582", + "right": "issue:35476", + "accept": false, + "reason": "WhatsApp delivery only appearing after terminal input is not the same as model-selection state duplication in the /model UI." + }, + { + "left": "issue:47650", + "right": "issue:52729", + "accept": false, + "reason": "A multi-bug regression report is too broad to match the specific LINE webhook 404 issue." + }, + { + "left": "issue:54689", + "right": "issue:67357", + "accept": false, + "reason": "Both are file/media sending bugs, but Telegram file regression and Discord file-sending bugs are distinct endpoints and behaviors." + }, + { + "left": "issue:64418", + "right": "issue:68578", + "accept": false, + "reason": "Repeated image resizing in context is unrelated to an infinite loop while asking weather." + }, + { + "left": "issue:30818", + "right": "issue:53485", + "accept": false, + "reason": "Pasted images not sent to backend is different from web chat records disappearing after update." + }, + { + "left": "issue:53755", + "right": "issue:64251", + "accept": false, + "reason": "Both involve codex/model behavior, but one is model catalog exposure and the other is a follow-up execution-path failure; not the same defect." + }, + { + "left": "issue:52292", + "right": "issue:65701", + "accept": false, + "reason": "Duplicate image sends in a skill is not the same as Telegram provider sending duplicate messages for every response." + }, + { + "left": "issue:65283", + "right": "issue:65450", + "accept": false, + "reason": "MiniMax image-model support failure and unknown-model regression are both image-tool issues but point to different root causes." + }, + { + "left": "issue:53425", + "right": "issue:53959", + "accept": false, + "reason": "One is schema validation breaking GPT models after upgrade; the other is tools not executing at all in codex follow-up flow." + }, + { + "left": "issue:24662", + "right": "issue:53235", + "accept": false, + "reason": "Image paste not sent to agent and agent responses not rendering are opposite directions of the webchat flow and appear unrelated." + }, + { + "left": "issue:32200", + "right": "issue:63677", + "accept": true, + "reason": "Both reports describe WhatsApp voice notes/audio failing to enter the transcription pipeline; 63677 is a more explicit description of the same bug." + }, + { + "left": "issue:53824", + "right": "issue:67598", + "accept": false, + "reason": "Unknown channel after gateway restart is a delivery-routing issue, while cron payload.model override ignored is a model selection issue." + }, + { + "left": "issue:62958", + "right": "issue:68001", + "accept": false, + "reason": "Both involve Ollama/local model behavior, but one is a timeout/hang in agent mode and the other is improper TUI reply handling." + }, + { + "left": "issue:53744", + "right": "issue:67216", + "accept": false, + "reason": "Missing image-generation capability in Google plugin is not the same as SSRF blocking on image generation." + }, + { + "left": "issue:30308", + "right": "issue:53786", + "accept": false, + "reason": "Feishu receive-message formatting break and Feishu/local dashboard status desync are different message-handling problems." + }, + { + "left": "issue:53318", + "right": "issue:53376", + "accept": false, + "reason": "Both are Feishu send-message issues, but one is schema/card-parameter incompatibility and the other is a missing receive_id_type parameter; different failures." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet and stays conservative. The only accepted duplicate pair, issue:32200 vs issue:63677, is supported by the titles and descriptions as the same WhatsApp voice-transcription/STT failure. The other soft-edge rejections are appropriately cautious and do not overstate evidence." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 72, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:25663", + "issue:26691", + "issue:29670", + "issue:31440", + "issue:31883", + "issue:32983", + "issue:33043", + "issue:33880", + "issue:34111", + "issue:34527", + "issue:34656", + "issue:35220", + "issue:36182", + "issue:37123", + "issue:42870", + "issue:43680", + "issue:49934", + "issue:50537", + "issue:51158", + "issue:51810", + "issue:53488", + "issue:54613", + "issue:55272", + "issue:63441", + "issue:63461", + "issue:64117", + "issue:64188", + "issue:64351", + "issue:64541", + "issue:64840", + "issue:65072", + "issue:65309", + "issue:65510", + "issue:65519", + "issue:65578", + "issue:65790", + "issue:65794", + "issue:66131", + "issue:66153", + "issue:66507", + "issue:66728", + "issue:66981", + "issue:67056", + "issue:67158", + "issue:67687", + "issue:68188", + "issue:68451" + ], + "soft_pairs": [ + "issue:64188|issue:66981", + "issue:54613|issue:67687", + "issue:29670|issue:49934", + "issue:33043|issue:34527", + "issue:37123|issue:66728", + "issue:50537|issue:51810", + "issue:65510|issue:67158", + "issue:34656|issue:36182", + "issue:31440|issue:66507", + "issue:65578|issue:66131", + "issue:25663|issue:34656", + "issue:33880|issue:66153", + "issue:43680|issue:65519", + "issue:64541|issue:65309", + "issue:31883|issue:53488", + "issue:42870|issue:67056", + "issue:51158|issue:68188", + "issue:26691|issue:34111", + "issue:63441|issue:63461", + "issue:35220|issue:64840", + "issue:65072|issue:65790", + "issue:64117|issue:65794", + "issue:64351|issue:68451", + "issue:32983|issue:55272" + ], + "prepared_review_unit_hash": "5726b92bc30fce7f08a14a95b8afdd18a8bc1bbf67cb6a32c808c1863206a5a3", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 24, + "serialized_chars": 34080, + "estimated_input_tokens": 8520, + "estimated_eval_tokens": 17296 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "The cluster is mostly heterogeneous and not one duplicate set; only a few pairs look like true duplicates or near-duplicates, centered on Matrix message routing, image attachment, model-override precedence, SecretRef handling, and workspace file injection.", + "confidence": 0.91, + "canonical_issue_reason": "No single canonical for the whole set; the cluster is heterogeneous, but issue:51158 is the clearest duplicate anchor among the real matches.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:51158 is the best standalone representative because it most clearly and completely describes the Matrix inbound-message routing bug, with 68188 repeating the same symptom.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:64188", + "right": "issue:66981", + "accept": false, + "reason": "Model-add failure vs browser/gateway timeout; unrelated code paths." + }, + { + "left": "issue:54613", + "right": "issue:67687", + "accept": false, + "reason": "Both are group-message complaints, but WhatsApp receipt failure and Feishu requireMention behavior are different channel-specific bugs." + }, + { + "left": "issue:29670", + "right": "issue:49934", + "accept": false, + "reason": "Control UI auth/pairing issue vs language-mixing UI bug." + }, + { + "left": "issue:33043", + "right": "issue:34527", + "accept": false, + "reason": "TTS audio truncation vs response refresh interrupting streaming; different failure mechanisms." + }, + { + "left": "issue:37123", + "right": "issue:66728", + "accept": false, + "reason": "Provider missing during onboarding vs onboarding crash on Skip for now; separate startup paths." + }, + { + "left": "issue:50537", + "right": "issue:51810", + "accept": true, + "reason": "Same doctor/update SecretRef resolution crash/failure, just with different bot tokens and secret sources." + }, + { + "left": "issue:65510", + "right": "issue:67158", + "accept": false, + "reason": "Firecrawl SecretRef handling vs OAuth model rejection; different providers and failure causes." + }, + { + "left": "issue:34656", + "right": "issue:36182", + "accept": false, + "reason": "Both are 401s, but one is a post-config/gateway auth failure and the other is a Perplexity/OpenRouter API auth error." + }, + { + "left": "issue:31440", + "right": "issue:66507", + "accept": false, + "reason": "Opposite session-scoping bugs across different channel pairs; not the same issue." + }, + { + "left": "issue:65578", + "right": "issue:66131", + "accept": false, + "reason": "Ollama provider discovery vs invalid plugin IDs written during auto-enable." + }, + { + "left": "issue:25663", + "right": "issue:34656", + "accept": false, + "reason": "Inactive web session timeout vs invalid API key after config change; different auth flows." + }, + { + "left": "issue:33880", + "right": "issue:66153", + "accept": false, + "reason": "WhatsApp group session spawning vs self-mode/Meta AI interference; different behaviors." + }, + { + "left": "issue:43680", + "right": "issue:65519", + "accept": true, + "reason": "Both say explicit model overrides are ignored in favor of defaults/primary model, pointing to the same model-selection precedence bug." + }, + { + "left": "issue:64541", + "right": "issue:65309", + "accept": false, + "reason": "Slow first turn with Ollama vs active memory blocking turns; related performance symptoms, but different triggers and scopes." + }, + { + "left": "issue:31883", + "right": "issue:53488", + "accept": true, + "reason": "Same feature request for configurable workspace injection/bootstrap file lists, phrased differently." + }, + { + "left": "issue:42870", + "right": "issue:67056", + "accept": false, + "reason": "Custom OpenAI-compatible baseUrl 403 on backticks vs provider headers lost for image runtime; different request-building bugs." + }, + { + "left": "issue:51158", + "right": "issue:68188", + "accept": true, + "reason": "Same Matrix inbound-message routing failure: messages are received/synced but never reach the agent session." + }, + { + "left": "issue:26691", + "right": "issue:34111", + "accept": false, + "reason": "Talk message reading failure vs webhook POST not firing; different Nextcloud Talk integration paths." + }, + { + "left": "issue:63441", + "right": "issue:63461", + "accept": false, + "reason": "Multiple Ollama providers failing vs CLI --media send not working; unrelated." + }, + { + "left": "issue:35220", + "right": "issue:64840", + "accept": false, + "reason": "Both are model-fallback issues, but one is streaming server_error and the other is HTTP 400 model_not_supported; not the same concrete path." + }, + { + "left": "issue:65072", + "right": "issue:65790", + "accept": true, + "reason": "Same web UI image-attachment bug: uploads/messages fail to carry the image through to the agent." + }, + { + "left": "issue:64117", + "right": "issue:65794", + "accept": false, + "reason": "Voice-call EADDRINUSE vs truncated tool arguments; unrelated." + }, + { + "left": "issue:64351", + "right": "issue:68451", + "accept": false, + "reason": "QMD sidecar auto-start problem vs weixin sidecar killing gateway; opposite lifecycle failures." + }, + { + "left": "issue:32983", + "right": "issue:55272", + "accept": false, + "reason": "Heartbeat config ignored vs UI showing fallback model; backend config bug versus presentation bug." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet and stays conservative: it correctly treats the set as heterogeneous overall, identifies a plausible canonical anchor for the Matrix duplicate pair, and the accepted soft edges are well supported by the issue titles. I don\u2019t see any overstatement that would require rejection." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 73, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:31412", + "issue:32439", + "issue:33854", + "issue:33875", + "issue:33880", + "issue:35306", + "issue:36507", + "issue:38826", + "issue:45482", + "issue:50266", + "issue:51099", + "issue:52324", + "issue:52463", + "issue:53140", + "issue:53168", + "issue:53475", + "issue:53542", + "issue:53697", + "issue:53766", + "issue:53863", + "issue:53949", + "issue:56957", + "issue:57672", + "issue:62623", + "issue:62699", + "issue:63657", + "issue:64117", + "issue:64732", + "issue:64916", + "issue:65133", + "issue:65204", + "issue:65208", + "issue:65315", + "issue:65317", + "issue:65319", + "issue:65329", + "issue:65568", + "issue:65662", + "issue:65848", + "issue:66281", + "issue:66625", + "issue:67093", + "issue:67343", + "issue:67422", + "issue:67491", + "issue:68479", + "issue:68810" + ], + "soft_pairs": [ + "issue:63657|issue:68479", + "issue:33854|issue:56957", + "issue:64732|issue:65319", + "issue:52324|issue:64916", + "issue:36507|issue:53949", + "issue:53542|issue:53863", + "issue:62623|issue:65329", + "issue:51099|issue:65317", + "issue:53168|issue:68810", + "issue:62699|issue:65568", + "issue:31412|issue:52463", + "issue:65315|issue:67422", + "issue:32439|issue:65848", + "issue:33854|issue:33875", + "issue:33880|issue:53140", + "issue:35306|issue:65662", + "issue:45482|issue:53475", + "issue:50266|issue:67093", + "issue:53697|issue:53766", + "issue:57672|issue:64117", + "issue:65204|issue:66281", + "issue:66625|issue:67491", + "issue:65133|issue:65208", + "issue:38826|issue:67343" + ], + "prepared_review_unit_hash": "8549b3f15e5f8c9a0b11d8d2c55a98507d9da700e3073a58649d433b947517bc", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 24, + "serialized_chars": 34367, + "estimated_input_tokens": 8592, + "estimated_eval_tokens": 17440 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This cluster is mostly heterogeneous and does not have one global canonical issue/PR. A few pairs are true duplicates around the same concrete code paths: sandbox write tooling needing python3, macOS launchd respawn, Chrome launch/CDP setup, MiniMax image preprocessing, ACP session resume, and Telegram TTS token leakage. Most other soft edges are superficial keyword matches and should be rejected.", + "confidence": 0.86, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": null, + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:63657", + "right": "issue:68479", + "accept": false, + "reason": "Both mention cron, but one is one-shot job persistence after restart and the other is cron-session tool access regression; different failure modes." + }, + { + "left": "issue:33854", + "right": "issue:56957", + "accept": false, + "reason": "Different channels and different bugs: Telegram delivery failure vs WhatsApp allowlist policy misbehavior." + }, + { + "left": "issue:64732", + "right": "issue:65319", + "accept": false, + "reason": "One is about synthetic command IDs omitted from plugins.allow; the other is about contradictory help guidance for /lossless." + }, + { + "left": "issue:52324", + "right": "issue:64916", + "accept": false, + "reason": "Queue/input buffering while processing is not the same as an image message arriving empty in WebUI." + }, + { + "left": "issue:36507", + "right": "issue:53949", + "accept": false, + "reason": "Different media paths and surfaces: Slack file upload read-tool access vs Telegram image download failure." + }, + { + "left": "issue:53542", + "right": "issue:53863", + "accept": false, + "reason": "Packaging/version metadata issue vs missing Control UI assets; not the same underlying bug." + }, + { + "left": "issue:62623", + "right": "issue:65329", + "accept": false, + "reason": "Both are attachment-loss reports, but they affect different connectors (Slack vs Teams) and don\u2019t clearly share one concrete code path." + }, + { + "left": "issue:51099", + "right": "issue:65317", + "accept": true, + "reason": "Same sandbox mutation-helper/python3 dependency break: the write/edit tools fail because the sandbox image lacks the required Python binary." + }, + { + "left": "issue:53168", + "right": "issue:68810", + "accept": false, + "reason": "Both involve gateway/WebSocket failures, but one is a handshake timeout on CLI commands and the other is a Windows gateway exit/delivery issue." + }, + { + "left": "issue:62699", + "right": "issue:65568", + "accept": true, + "reason": "Same persistent ACP session resume/recovery path: bound sessions cannot be resumed and later turns fail after seemingly healthy status." + }, + { + "left": "issue:31412", + "right": "issue:52463", + "accept": false, + "reason": "A strange New Job section in cron UI is unrelated to session compaction showing internal messages to users." + }, + { + "left": "issue:65315", + "right": "issue:67422", + "accept": false, + "reason": "Internal-message leakage into webchat output is a different bug from real-time streaming not updating until refresh." + }, + { + "left": "issue:32439", + "right": "issue:65848", + "accept": false, + "reason": "General macOS install failure is not the same as installing skills via a Python script." + }, + { + "left": "issue:33854", + "right": "issue:33875", + "accept": false, + "reason": "Both are messaging regressions, but Telegram intermittent delivery failure and Feishu replies=0 are different channel-specific issues." + }, + { + "left": "issue:33880", + "right": "issue:53140", + "accept": false, + "reason": "One is missing agent session spawning in WhatsApp group chats; the other is unsolicited auto-replies. Related subsystem, different bug." + }, + { + "left": "issue:35306", + "right": "issue:65662", + "accept": false, + "reason": "screen_record/system.which failure is unrelated to ElevenLabs audio playback fallback." + }, + { + "left": "issue:45482", + "right": "issue:53475", + "accept": true, + "reason": "Same macOS launchd/KeepAlive respawn bug after SIGTERM; both describe the gateway not being relaunched correctly." + }, + { + "left": "issue:50266", + "right": "issue:67093", + "accept": false, + "reason": "Feishu replies=0 send failure and Discord raw tool-call syntax leakage are distinct messaging bugs." + }, + { + "left": "issue:53697", + "right": "issue:53766", + "accept": false, + "reason": "These are separate schema-validation regressions in different tools, not one shared bug." + }, + { + "left": "issue:57672", + "right": "issue:64117", + "accept": false, + "reason": "Mistral/OpenRouter tool-call validation has nothing to do with the voice-call EADDRINUSE failure." + }, + { + "left": "issue:65204", + "right": "issue:66281", + "accept": false, + "reason": "Generic Chrome startup failure and macOS CDP attach/remote-debugging-port failure are too different to treat as one concrete bug." + }, + { + "left": "issue:66625", + "right": "issue:67491", + "accept": true, + "reason": "Same MiniMax VLM image-handling path: URL images are not converted to base64 before the API call, causing the image tool failure." + }, + { + "left": "issue:65133", + "right": "issue:65208", + "accept": true, + "reason": "Same macOS Chrome launch/CDP setup issue: missing remote-debugging-port leads to failed CDP ready checks." + }, + { + "left": "issue:38826", + "right": "issue:67343", + "accept": true, + "reason": "Same Telegram TTS sanitization leak: internal TTS tokens/closing tags are surfacing in user-visible chat or captions." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet and stays appropriately conservative. The accepted soft-edge pairs all point to the same concrete failure mode or code path from the issue titles (sandbox write tooling/python3, ACP session resume, macOS launchd respawn, Chrome CDP/remote-debugging, MiniMax image preprocessing, Telegram TTS token leakage). The rejected pairs are also mostly conservative, especially where only broad keyword overlap exists without a clear shared bug path." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 74, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:15036", + "issue:28423", + "issue:30316", + "issue:30962", + "issue:34308", + "issue:34527", + "issue:36425", + "issue:41342", + "issue:42870", + "issue:46012", + "issue:50547", + "issue:51873", + "issue:52292", + "issue:52454", + "issue:53658", + "issue:53697", + "issue:53724", + "issue:54073", + "issue:57033", + "issue:60004", + "issue:62272", + "issue:62568", + "issue:62958", + "issue:64092", + "issue:64236", + "issue:65078", + "issue:65192", + "issue:65277", + "issue:65405", + "issue:65611", + "issue:65653", + "issue:65715", + "issue:65867", + "issue:65971", + "issue:66170", + "issue:66358", + "issue:66633", + "issue:66809", + "issue:67084", + "issue:67100", + "issue:67267", + "issue:67483", + "issue:67896", + "issue:67907", + "issue:68002", + "issue:68354", + "issue:68674" + ], + "soft_pairs": [ + "issue:64092|issue:66633", + "issue:36425|issue:60004", + "issue:65611|issue:67084", + "issue:42870|issue:66633", + "issue:53658|issue:57033", + "issue:65078|issue:67267", + "issue:62958|issue:68002", + "issue:66170|issue:66809", + "issue:15036|issue:65971", + "issue:28423|issue:46012", + "issue:34308|issue:65867", + "issue:51873|issue:52292", + "issue:62272|issue:62568", + "issue:65277|issue:68674", + "issue:34527|issue:41342", + "issue:65653|issue:66358", + "issue:64236|issue:65405", + "issue:66358|issue:68354", + "issue:30962|issue:50547", + "issue:54073|issue:65715", + "issue:67896|issue:67907", + "issue:53697|issue:53724", + "issue:67100|issue:67483", + "issue:30316|issue:52454", + "issue:65192|issue:65277" + ], + "prepared_review_unit_hash": "4b3fe626a6ac29aa60ee12f568014aa04841c72108133bb5b790dca5130e5d85", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 25, + "serialized_chars": 34580, + "estimated_input_tokens": 8645, + "estimated_eval_tokens": 17546 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "The set contains multiple small duplicate families rather than one single cluster. Strong matches include the OpenClaw/macOS gateway regressions, Feishu schema failures, Anthropic-Vertex model-registration issues, missing @buape/carbon packaging, managed loopback CDP policy failures, and the dreaming-session accumulation reports. Most other pairs share only a broad subsystem or similar symptoms, so I rejected them.", + "confidence": 0.91, + "canonical_issue_reason": "issue:65971 is the clearest representative of the gateway failure family: it describes the concrete symptom (message processing stops after 15\u201320 minutes and requires restart) and aligns directly with the older gateway crash report.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:65971 is the best overall issue candidate among the provided items because it is specific, reproducible, and matches a clear duplicate partner (issue:15036) with nearly identical gateway/message-processing failure behavior.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:15036", + "right": "issue:65971", + "accept": true, + "reason": "Same underlying gateway/message-processing failure; one report says it crashes, the other says it stops processing until restart." + }, + { + "left": "issue:28423", + "right": "issue:46012", + "accept": true, + "reason": "Both describe the macOS LaunchAgent entrypoint/loading problem after update; same stale agent fix-up bug." + }, + { + "left": "issue:30316", + "right": "issue:52454", + "accept": false, + "reason": "Both are Telegram-related, but one is duplicate message delivery while the other is thread propagation back to Telegram; different bugs." + }, + { + "left": "issue:30962", + "right": "issue:50547", + "accept": false, + "reason": "Discord bot newline formatting and Discord reply failures are separate behaviors and code paths." + }, + { + "left": "issue:34308", + "right": "issue:65867", + "accept": false, + "reason": "Telegram inter-session delivery and Gemini final-tag leakage are unrelated symptoms." + }, + { + "left": "issue:34527", + "right": "issue:41342", + "accept": false, + "reason": "Both involve TTS, but one is streaming interruption on refresh and the other is truncation from a custom endpoint; not the same concrete bug." + }, + { + "left": "issue:36425", + "right": "issue:60004", + "accept": false, + "reason": "Different plugins and different load failures; only broad plugin startup similarity." + }, + { + "left": "issue:42870", + "right": "issue:66633", + "accept": false, + "reason": "Both mention Cloudflare 403s, but one is backtick-triggered on a custom OpenAI-compatible baseUrl and the other is a provider-wide regression after upgrade." + }, + { + "left": "issue:51873", + "right": "issue:52292", + "accept": false, + "reason": "Context caching failure and duplicate image sends are distinct issues." + }, + { + "left": "issue:53658", + "right": "issue:57033", + "accept": false, + "reason": "Both hit Google/Gemini compatibility, but one is fallback/replay-specific and the other is a native provider sending an OpenAI-only store field; not the same bug." + }, + { + "left": "issue:53697", + "right": "issue:53724", + "accept": true, + "reason": "Same Feishu card-schema regression: a required-card-field error caused by the card field being marked required." + }, + { + "left": "issue:54073", + "right": "issue:65715", + "accept": true, + "reason": "Both report anthropic-vertex models/provider missing after upgrade, with startup/runtime failures from the same registration problem." + }, + { + "left": "issue:62272", + "right": "issue:62568", + "accept": true, + "reason": "Exact same missing dependency/package issue: update fails because @buape/carbon is absent from the v2026.4.5 npm package." + }, + { + "left": "issue:62958", + "right": "issue:68002", + "accept": false, + "reason": "Both mention local Ollama, but one is a macOS agent hang and the other is a TUI reply problem; too different to be the same bug." + }, + { + "left": "issue:64092", + "right": "issue:66633", + "accept": false, + "reason": "Error misclassification versus an actual provider 403 regression; not the same underlying defect." + }, + { + "left": "issue:64236", + "right": "issue:65405", + "accept": false, + "reason": "One is a feature request for reasoning defaults, the other is a /model page filtering request." + }, + { + "left": "issue:65078", + "right": "issue:67267", + "accept": false, + "reason": "Telegram transcript visibility after upgrade and a web UI feedback loop are unrelated." + }, + { + "left": "issue:65192", + "right": "issue:65277", + "accept": true, + "reason": "Both describe the same dreaming-session accumulation problem causing too many internal sessions to be created." + }, + { + "left": "issue:65277", + "right": "issue:68674", + "accept": false, + "reason": "Both mention dreaming sessions, but one is unbounded session creation while the other is only creating sessions for the main agent; different symptoms." + }, + { + "left": "issue:65611", + "right": "issue:67084", + "accept": false, + "reason": "CDP attach/session detection and Codex session timeout spam are separate problems." + }, + { + "left": "issue:65653", + "right": "issue:66358", + "accept": true, + "reason": "Both are about dreaming session cleanup/reuse failing and leaving extra/orphaned sessions in the list." + }, + { + "left": "issue:66170", + "right": "issue:66809", + "accept": true, + "reason": "Same managed loopback/CDP policy bug: the agent applies SSRF/policy checks to its own browser endpoint and blocks tab operations." + }, + { + "left": "issue:67100", + "right": "issue:67483", + "accept": false, + "reason": "Both occur during onboarding, but one is a trim-on-undefined channel selection error and the other is a docsPath formatting error." + }, + { + "left": "issue:67896", + "right": "issue:67907", + "accept": false, + "reason": "Exec-tool no-result and OpenRouter stopReason/payload behavior are different failures." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet: it reflects the visible titles and the provided soft-pair structure, and it correctly treats the collection as multiple small duplicate families rather than one monolithic cluster. The accepted edges are mostly conservative, with the clearest exact/near-exact matches called out, and the rejected edges generally avoid overclaiming when only broad subsystem similarity is present." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 75, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:25303", + "issue:26691", + "issue:30308", + "issue:30316", + "issue:30981", + "issue:32326", + "issue:32449", + "issue:32967", + "issue:33143", + "issue:33880", + "issue:34358", + "issue:34530", + "issue:35859", + "issue:37344", + "issue:51056", + "issue:51175", + "issue:53140", + "issue:53236", + "issue:53271", + "issue:53376", + "issue:53475", + "issue:53591", + "issue:53628", + "issue:53672", + "issue:53813", + "issue:62958", + "issue:63128", + "issue:63197", + "issue:63274", + "issue:63683", + "issue:63732", + "issue:64603", + "issue:64710", + "issue:64776", + "issue:65343", + "issue:65657", + "issue:66077", + "issue:66621", + "issue:66633", + "issue:66641", + "issue:66746", + "issue:67248", + "issue:67670", + "issue:67673", + "issue:67854", + "issue:67919", + "issue:68033", + "issue:68165" + ], + "soft_pairs": [ + "issue:30981|issue:33880", + "issue:53672|issue:63683", + "issue:63274|issue:63732", + "issue:64710|issue:65343", + "issue:64776|issue:66746", + "issue:30308|issue:53376", + "issue:63197|issue:67919", + "issue:51175|issue:66633", + "issue:25303|issue:53628", + "issue:25303|issue:53813", + "issue:67670|issue:68033", + "issue:67673|issue:68033", + "issue:32326|issue:34358", + "issue:32967|issue:53236", + "issue:35859|issue:65657", + "issue:53475|issue:63128", + "issue:53140|issue:68165", + "issue:64603|issue:67248", + "issue:32449|issue:51056", + "issue:62958|issue:66077", + "issue:34530|issue:67854", + "issue:26691|issue:66641", + "issue:33143|issue:53591", + "issue:30316|issue:37344", + "issue:53271|issue:66621" + ], + "prepared_review_unit_hash": "992f78a4fb902aafe92d396ffe0fedd3b0f1958ba961f33991ee2c16a4041899", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 25, + "serialized_chars": 35167, + "estimated_input_tokens": 8792, + "estimated_eval_tokens": 17840 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "The cluster is heterogeneous: most pairs are only loosely similar by keywords and do not look like the same underlying bug. The strongest standalone issue here is the detailed tool-call regression report in issue:53591, but I would not merge any of the soft pairs as duplicates.", + "confidence": 0.73, + "canonical_issue_reason": "issue:53591 is the most concrete and actionable report in the tool-call regression subtheme: it names the regression, describes the exact failure mode, and points to a likely root cause.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:53591 is the best representative issue in this set because it is specific, severe, and root-caused, whereas the other items are spread across unrelated subsystems.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:30981", + "right": "issue:33880", + "accept": false, + "reason": "Different products and symptoms: Signal group admin setting leakage vs WhatsApp group messages not spawning sessions." + }, + { + "left": "issue:53672", + "right": "issue:63683", + "accept": false, + "reason": "Control UI port/startup failure is unrelated to Anthropic CLI not working." + }, + { + "left": "issue:63274", + "right": "issue:63732", + "accept": false, + "reason": "Both involve cron, but one is Telegram delivery and the other is a daily atHour reset regression; different failure paths." + }, + { + "left": "issue:64710", + "right": "issue:65343", + "accept": false, + "reason": "Both mention Ollama timeouts, but one is agent-call behavior and the other is a provider-wide 120s timeout; not the same concrete bug." + }, + { + "left": "issue:64776", + "right": "issue:66746", + "accept": false, + "reason": "Runtime memory sync extension loading vs Windows memory indexing falling back to FTS-only are different layers of the memory stack." + }, + { + "left": "issue:30308", + "right": "issue:53376", + "accept": false, + "reason": "Feishu inbound format break and Feishu send-message 400 are opposite directions with different errors." + }, + { + "left": "issue:63197", + "right": "issue:67919", + "accept": false, + "reason": "Both touch memory/wiki bridge mode, but one is artifact import and the other is plugin loading in the CLI; not the same bug." + }, + { + "left": "issue:51175", + "right": "issue:66633", + "accept": false, + "reason": "Both are OpenAI Codex auth failures, but one is unsupported region territory and the other is Cloudflare 403 after an upgrade; different causes." + }, + { + "left": "issue:25303", + "right": "issue:53628", + "accept": false, + "reason": "Verbose output hiding exec calls is unrelated to XDG_CONFIG_HOME not being processed during skill installation." + }, + { + "left": "issue:25303", + "right": "issue:53813", + "accept": false, + "reason": "Verbose output visibility and command-parameter loss are different exec-tool problems." + }, + { + "left": "issue:67670", + "right": "issue:68033", + "accept": false, + "reason": "Both mention Cloudflare/challenge issues, but one is proxy-access blocking and the other adds missing OAuth scope; not the same code-path problem." + }, + { + "left": "issue:67673", + "right": "issue:68033", + "accept": false, + "reason": "Same as above: similar provider name, but different reported failure modes and causes." + }, + { + "left": "issue:32326", + "right": "issue:34358", + "accept": false, + "reason": "Both involve Telegram media, but one is failed download in group topics and the other is sending media attachments on group replies." + }, + { + "left": "issue:32967", + "right": "issue:53236", + "accept": false, + "reason": "npm 404 for unpublished scoped package is not the same as resolving a plugin install request to a skill." + }, + { + "left": "issue:35859", + "right": "issue:65657", + "accept": false, + "reason": "WebChat messages forwarded to Telegram channel vs Telegram labels missing in session history are unrelated." + }, + { + "left": "issue:53475", + "right": "issue:63128", + "accept": false, + "reason": "Both are macOS LaunchAgent issues, but one is respawn after SIGTERM and the other is re-bootstrap after restart; too different to merge." + }, + { + "left": "issue:53140", + "right": "issue:68165", + "accept": false, + "reason": "WhatsApp takeover/auto-reply and WhatsApp validation messages plus Telegram setup failure are different bugs." + }, + { + "left": "issue:64603", + "right": "issue:67248", + "accept": false, + "reason": "A punycode warning regression is unrelated to subagent streamTo/tool-call failures." + }, + { + "left": "issue:32449", + "right": "issue:51056", + "accept": false, + "reason": "Both are auth/401-related, but one is Chrome Extension relay HMAC rejection and the other is OpenRouter missing authentication header; different stacks." + }, + { + "left": "issue:62958", + "right": "issue:66077", + "accept": false, + "reason": "Agent timeout with local Ollama and unknown memory embedding provider are unrelated subsystems." + }, + { + "left": "issue:34530", + "right": "issue:67854", + "accept": false, + "reason": "Gateway restart skipping runs is different from jobs.json not being loaded at all." + }, + { + "left": "issue:26691", + "right": "issue:66641", + "accept": false, + "reason": "Nextcloud Talk message reading failure is unrelated to installer crash after channel selection." + }, + { + "left": "issue:33143", + "right": "issue:53591", + "accept": false, + "reason": "Both concern tool calls, but one is multi-tool empty/invalid calls generally and the other is a specific kimi-coding regression from missing moonshot-thinking payload compatibility." + }, + { + "left": "issue:30316", + "right": "issue:37344", + "accept": false, + "reason": "Telegram duplicate delivery and Discord fetch failures are unrelated." + }, + { + "left": "issue:53271", + "right": "issue:66621", + "accept": false, + "reason": "Image upload not happening and image attachments not rendering are adjacent UI symptoms but not clearly the same underlying defect." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 76, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:30244", + "issue:30300", + "issue:30335", + "issue:30713", + "issue:31119", + "issue:31959", + "issue:33259", + "issue:34308", + "issue:34381", + "issue:34863", + "issue:35609", + "issue:35793", + "issue:35859", + "issue:36301", + "issue:37123", + "issue:37344", + "issue:49347", + "issue:50547", + "issue:53271", + "issue:53295", + "issue:53517", + "issue:53666", + "issue:53721", + "issue:53759", + "issue:53766", + "issue:57256", + "issue:60087", + "issue:62517", + "issue:62985", + "issue:63422", + "issue:64226", + "issue:64352", + "issue:65072", + "issue:65184", + "issue:65322", + "issue:65424", + "issue:65431", + "issue:65455", + "issue:66203", + "issue:66946", + "issue:67102", + "issue:67220", + "issue:67257", + "issue:67334", + "issue:67425", + "issue:67532", + "issue:68124", + "issue:68479" + ], + "soft_pairs": [ + "issue:62517|issue:62985", + "issue:67220|issue:67532", + "issue:34308|issue:35859", + "issue:53295|issue:53766", + "issue:66203|issue:68479", + "issue:57256|issue:65322", + "issue:67334|issue:67425", + "issue:30300|issue:66946", + "issue:49347|issue:65184", + "issue:64226|issue:64352", + "issue:34381|issue:53721", + "issue:37123|issue:50547", + "issue:30335|issue:35793", + "issue:65424|issue:65431", + "issue:67102|issue:68124", + "issue:30713|issue:53666", + "issue:53271|issue:65072", + "issue:33259|issue:65455", + "issue:53517|issue:67257", + "issue:30244|issue:37344", + "issue:60087|issue:63422", + "issue:34863|issue:35609", + "issue:31119|issue:36301", + "issue:31959|issue:53759" + ], + "prepared_review_unit_hash": "f2aaaa92fc6630f04bc0e211bc4dc62c8bb9ebda46a474c44a1fc14afb94ada9", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 34785, + "estimated_input_tokens": 8697, + "estimated_eval_tokens": 17650 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This set is not one cohesive duplicate cluster; it contains several unrelated bug families. A handful of pairs are genuine duplicates, mostly around proxy handling, baseUrl /v1 rewriting, image upload, WhatsApp media sending, version display after upgrade, and macOS system.run probing.", + "confidence": 0.93, + "canonical_issue_reason": "No single canonical issue across the full set: the items span multiple unrelated bugs, with only a few clear duplicate pairs inside the broader collection.", + "canonical_pr_reason": null, + "best_issue_reason": "No global best issue for the whole set; the strongest matches are pair-specific duplicates rather than one representative issue for all items.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:62517", + "right": "issue:62985", + "accept": false, + "reason": "Different bugs: edit-tool tilde-path failure vs Telegram multi-account config error." + }, + { + "left": "issue:67220", + "right": "issue:67532", + "accept": true, + "reason": "Same underlying bug: spurious /v1 appended to baseUrl causing 404s in agent-scoped model config." + }, + { + "left": "issue:34308", + "right": "issue:35859", + "accept": false, + "reason": "Opposite Telegram symptoms: missing delivery to a bound channel vs messages being forwarded to Telegram." + }, + { + "left": "issue:53295", + "right": "issue:53766", + "accept": false, + "reason": "Both are message-tool validation issues, but one is text-only send/card and the other is react/buttons; different code paths." + }, + { + "left": "issue:66203", + "right": "issue:68479", + "accept": false, + "reason": "Cron model-ID corruption is unrelated to cron sessions losing the message tool." + }, + { + "left": "issue:57256", + "right": "issue:65322", + "accept": false, + "reason": "Memory availability false-negative vs chat.history unavailable during startup; different subsystems and failures." + }, + { + "left": "issue:67334", + "right": "issue:67425", + "accept": false, + "reason": "Different runtime failures: Ollama timeout vs OpenRouter turn abandonment/liveness-state issue." + }, + { + "left": "issue:30300", + "right": "issue:66946", + "accept": false, + "reason": "Image-upload stack overflow is unrelated to the Control UI 404/path-duplication issue." + }, + { + "left": "issue:49347", + "right": "issue:65184", + "accept": false, + "reason": "pnpm install failure and gateway unit-file install failure are separate setup problems." + }, + { + "left": "issue:64226", + "right": "issue:64352", + "accept": true, + "reason": "Same WhatsApp media-send regression: text is sent but media is dropped or silently fails." + }, + { + "left": "issue:34381", + "right": "issue:53721", + "accept": false, + "reason": "Gateway restart binding loss is not the same as Telegram channel initialization failure after restart." + }, + { + "left": "issue:37123", + "right": "issue:50547", + "accept": false, + "reason": "Different onboarding problems: missing Azure OpenAI provider vs Discord bot not replying after onboarding." + }, + { + "left": "issue:30335", + "right": "issue:35793", + "accept": false, + "reason": "Edit-tool false 'File not found' and read-tool workdir mismatch are different file-access bugs." + }, + { + "left": "issue:65424", + "right": "issue:65431", + "accept": false, + "reason": "Minimax chat.send dropping images and an image-tool/model-config mismatch are related only broadly, not the same bug." + }, + { + "left": "issue:67102", + "right": "issue:68124", + "accept": false, + "reason": "OpenRouter tool-call suite issue and agent:bootstrap toLowerCase error are different failures." + }, + { + "left": "issue:30713", + "right": "issue:53666", + "accept": false, + "reason": "Both involve memory index, but one is an infinite loop and the other is a zero-chunks regression; not clearly the same defect." + }, + { + "left": "issue:53271", + "right": "issue:65072", + "accept": true, + "reason": "Same web UI image-upload failure: uploads do not reach the agent and may not even trigger network requests." + }, + { + "left": "issue:33259", + "right": "issue:65455", + "accept": false, + "reason": "Stale version display after upgrade is not the same as the vague Control UI display issue." + }, + { + "left": "issue:53517", + "right": "issue:67257", + "accept": false, + "reason": "Plugin install peer-dependency failure and plugin export-shape failure are different load-time issues." + }, + { + "left": "issue:30244", + "right": "issue:37344", + "accept": true, + "reason": "Same Discord outbound proxy bug: fetch fails despite proxy config because outbound REST sends don't honor the proxy." + }, + { + "left": "issue:60087", + "right": "issue:63422", + "accept": false, + "reason": "Both mention exec-tool failures, but one kills the gateway on invocation and the other is a sub-agent exec regression; too different to merge." + }, + { + "left": "issue:34863", + "right": "issue:35609", + "accept": false, + "reason": "Interactive ACP returning only [end_turn] and status hanging after output are different symptoms and likely different code paths." + }, + { + "left": "issue:31119", + "right": "issue:36301", + "accept": true, + "reason": "Same stale version display / UI-service version mismatch after npm global upgrade." + }, + { + "left": "issue:31959", + "right": "issue:53759", + "accept": true, + "reason": "Same macOS system.run.prepare/probe failure preventing Mac binaries and companion app from responding." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary stays grounded in the packet and does not overstate the cluster: it correctly frames the set as multiple unrelated bug families with only a few clear duplicate-like pairs. The accepted soft-edge verdicts are conservative and well-supported by the issue titles, and the rejected ones avoid merging cases that look only loosely related. " + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 77, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:29809", + "issue:31275", + "issue:31570", + "issue:32633", + "issue:33862", + "issue:34249", + "issue:35035", + "issue:35160", + "issue:35220", + "issue:41845", + "issue:46012", + "issue:50964", + "issue:52484", + "issue:53232", + "issue:53249", + "issue:53475", + "issue:53579", + "issue:53729", + "issue:53755", + "issue:53871", + "issue:62574", + "issue:62623", + "issue:62819", + "issue:63067", + "issue:63214", + "issue:63314", + "issue:63590", + "issue:64710", + "issue:65002", + "issue:65151", + "issue:65309", + "issue:65375", + "issue:65519", + "issue:65656", + "issue:65682", + "issue:66166", + "issue:66674", + "issue:66839", + "issue:67029", + "issue:67113", + "issue:67422", + "issue:67598", + "issue:67624", + "issue:67687", + "issue:68108", + "issue:68326", + "issue:68451" + ], + "soft_pairs": [ + "issue:35160|issue:35220", + "issue:53249|issue:62574", + "issue:63314|issue:65002", + "issue:65519|issue:67598", + "issue:64710|issue:67113", + "issue:41845|issue:53475", + "issue:29809|issue:35035", + "issue:65682|issue:68108", + "issue:31570|issue:62623", + "issue:33862|issue:67687", + "issue:46012|issue:68451", + "issue:53579|issue:68326", + "issue:53729|issue:67422", + "issue:31275|issue:34249", + "issue:53232|issue:53871", + "issue:66166|issue:66839", + "issue:50964|issue:53755", + "issue:63067|issue:63590", + "issue:62819|issue:67598", + "issue:65375|issue:65656", + "issue:52484|issue:65309", + "issue:66674|issue:67624", + "issue:63214|issue:67029", + "issue:32633|issue:65151" + ], + "prepared_review_unit_hash": "5e84bb0e6649225960ffe8e3408a9ff38d81c3161d72501ef1463fb85ebe6f6f", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 24, + "serialized_chars": 34626, + "estimated_input_tokens": 8657, + "estimated_eval_tokens": 17570 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This set is not a single duplicate cluster; it mixes many unrelated bugs across gateway, macOS, memory-core, cron, WhatsApp, LINE, Feishu, and model-provider paths. A few soft pairs do look like the same underlying defect, but most should stay separate.", + "confidence": 0.91, + "canonical_issue_reason": "No single canonical issue: the items span multiple unrelated subsystems and symptom families, so there isn\u2019t one clear duplicate target for the whole set.", + "canonical_pr_reason": null, + "best_issue_reason": "No single best issue for this cluster; any representative would be misleading because the apparent duplicates are only local to a few soft pairs, not the whole set.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:35160", + "right": "issue:35220", + "accept": true, + "reason": "Same fallback/retry bug for OpenAI/Codex server_error responses; 35220 is a variant of the same symptom on the Responses API streaming path." + }, + { + "left": "issue:53249", + "right": "issue:62574", + "accept": false, + "reason": "Different features and failure modes: subagent attachment mount path vs TTS provider registration." + }, + { + "left": "issue:63314", + "right": "issue:65002", + "accept": true, + "reason": "Both report the WhatsApp outbound media path dropping media and ending up with hasMedia:false / missing mediaUrl." + }, + { + "left": "issue:65519", + "right": "issue:67598", + "accept": true, + "reason": "Same underlying bug: session/model override is ignored when spawning isolated/sub-agent sessions, so they fall back to the primary model." + }, + { + "left": "issue:64710", + "right": "issue:67113", + "accept": false, + "reason": "Both are timeouts, but they involve different runtimes and causes (Ollama agent call vs QMD embed loop on ARM)." + }, + { + "left": "issue:41845", + "right": "issue:53475", + "accept": true, + "reason": "Same macOS LaunchAgent lifecycle problem: stop/SIGTERM leaves launchd state preventing normal gateway restart/respawn." + }, + { + "left": "issue:29809", + "right": "issue:35035", + "accept": false, + "reason": "Both mention origin allowlisting, but the reported contexts differ enough (gateway host UI access vs app://localhost matching) to treat as separate bugs." + }, + { + "left": "issue:65682", + "right": "issue:68108", + "accept": true, + "reason": "Same regression in the no-config browser SSRF policy resolver returning {} instead of undefined, which breaks CDP status/tabs checks." + }, + { + "left": "issue:31570", + "right": "issue:62623", + "accept": false, + "reason": "Unrelated: command execution regression vs Slack DM attachment download regression." + }, + { + "left": "issue:33862", + "right": "issue:67687", + "accept": false, + "reason": "Both are Feishu issues, but one is a Windows allowlist bug and the other is requireMention delivery behavior." + }, + { + "left": "issue:46012", + "right": "issue:68451", + "accept": false, + "reason": "Different macOS gateway problems: LaunchAgent not loaded after update vs sidecar killing the gateway process." + }, + { + "left": "issue:53579", + "right": "issue:68326", + "accept": false, + "reason": "One is a broad infra/tooling regression, the other is a provider-default/model-selection problem for sub-agents." + }, + { + "left": "issue:53729", + "right": "issue:67422", + "accept": false, + "reason": "Different channels and symptoms: WhatsApp inbound echo vs webchat streaming latency." + }, + { + "left": "issue:31275", + "right": "issue:34249", + "accept": false, + "reason": "No shared underlying bug: Feishu session-memory hook vs CLI boot configuration question." + }, + { + "left": "issue:53232", + "right": "issue:53871", + "accept": false, + "reason": "Both are upgrade regressions, but they affect different provider registrations (media-understanding vs Telegram channel config)." + }, + { + "left": "issue:66166", + "right": "issue:66839", + "accept": true, + "reason": "Same macOS node execution/capability advertisement regression around shell-command / system.run.prepare availability." + }, + { + "left": "issue:50964", + "right": "issue:53755", + "accept": false, + "reason": "Different areas: cron-list termination bug vs OpenAI-Codex model catalog exposure." + }, + { + "left": "issue:63067", + "right": "issue:63590", + "accept": true, + "reason": "Both describe the same memory-core dreaming/plugin-slot conflict where another plugin owning plugins.slots.memory blocks dreaming." + }, + { + "left": "issue:62819", + "right": "issue:67598", + "accept": false, + "reason": "Different cron-session problems: QQ announce delivery failure vs model override propagation." + }, + { + "left": "issue:65375", + "right": "issue:65656", + "accept": false, + "reason": "Both are LINE bugs, but one blocks the webhook response path and the other drops a reply payload pattern with 429." + }, + { + "left": "issue:52484", + "right": "issue:65309", + "accept": false, + "reason": "Different subsystems: subagent handoff timeout JSON vs Active Memory blocking chat turns." + }, + { + "left": "issue:66674", + "right": "issue:67624", + "accept": true, + "reason": "Same provider-level HTML response bug for openai-codex/gpt-5.4; the two reports differ by surface (CLI vs webchat/TUI) but point to the same bad upstream payload handling." + }, + { + "left": "issue:63214", + "right": "issue:67029", + "accept": false, + "reason": "Same memory-core area, but different bugs: schema validation for idempotencyKey vs missing admin scope during cleanup." + }, + { + "left": "issue:32633", + "right": "issue:65151", + "accept": true, + "reason": "Same sessions.json persistence defect: isolated/session metadata is not being saved correctly, leading to restart/orphan-session fallout." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet: the cluster is heterogeneous, and the accepted soft pairs are all reasonably conservative title-level matches rather than overstated merges. The rejected pairs are also mostly cautious and defensible from the evidence provided." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 78, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:30316", + "issue:31237", + "issue:31447", + "issue:32296", + "issue:32449", + "issue:32532", + "issue:34111", + "issue:34377", + "issue:34908", + "issue:36157", + "issue:42614", + "issue:50982", + "issue:51593", + "issue:51639", + "issue:53384", + "issue:53497", + "issue:53517", + "issue:53697", + "issue:53790", + "issue:53982", + "issue:54004", + "issue:54014", + "issue:54689", + "issue:62699", + "issue:63124", + "issue:63190", + "issue:63274", + "issue:64497", + "issue:64788", + "issue:64814", + "issue:64900", + "issue:64971", + "issue:65151", + "issue:65309", + "issue:66095", + "issue:66142", + "issue:66157", + "issue:66391", + "issue:67400", + "issue:67797", + "issue:68049", + "issue:68241", + "issue:68256", + "issue:68261", + "issue:68272", + "issue:68344", + "issue:68413", + "issue:68585" + ], + "soft_pairs": [ + "issue:54004|issue:66142", + "issue:64497|issue:65151", + "issue:66391|issue:68344", + "issue:31447|issue:53384", + "issue:34111|issue:53982", + "issue:54014|issue:67797", + "issue:51593|issue:68413", + "issue:53790|issue:64971", + "issue:62699|issue:67400", + "issue:42614|issue:68241", + "issue:30316|issue:63190", + "issue:36157|issue:64814", + "issue:50982|issue:68585", + "issue:53697|issue:68049", + "issue:32449|issue:32532", + "issue:65309|issue:66157", + "issue:32296|issue:34377", + "issue:34908|issue:54689", + "issue:53497|issue:53517", + "issue:63124|issue:63274", + "issue:66095|issue:68272", + "issue:31237|issue:51639", + "issue:64788|issue:64900", + "issue:68256|issue:68261" + ], + "prepared_review_unit_hash": "50e6579a93b45a7479fe5a5908ec8cb93c3aa45eaf3b83338e5516074b5c138e", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 35273, + "estimated_input_tokens": 8819, + "estimated_eval_tokens": 17894 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "The cluster is mostly a set of unrelated bug reports connected only by loose wording similarity. I found one plausible duplicate pair around Active Memory timeout behavior; the rest should stay separate.", + "confidence": 0.78, + "canonical_issue_reason": "issue:65309 is the best canonical for the only likely duplicate pair: it is broader, earlier, and describes the same underlying Active Memory timeout/blocking behavior across models, while issue:66157 reads like a later channel-specific manifestation.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:65309 is the strongest representative issue in the cluster because it captures the broadest symptom and would plausibly absorb the narrower Discord-session timeout report.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:54004", + "right": "issue:66142", + "accept": false, + "reason": "Both involve cron/isolated execution, but one is a startup hang reaching MiniMax API and the other is exec-tool calls not running; different failures and code paths." + }, + { + "left": "issue:64497", + "right": "issue:65151", + "accept": false, + "reason": "Both are cron/session related, but one is about isolated jobs failing to spawn after inactivity and the other is about sessionFile persistence to sessions.json; not the same bug." + }, + { + "left": "issue:66391", + "right": "issue:68344", + "accept": false, + "reason": "One is a TUI session-ID error for tool calls; the other is Ollama context-window/tool-support problems. Related area, different concrete failures." + }, + { + "left": "issue:31447", + "right": "issue:53384", + "accept": false, + "reason": "Both mention dropped/stuck output, but one is heartbeat queue draining and the other is streaming partial text-block loss; different subsystems and symptoms." + }, + { + "left": "issue:34111", + "right": "issue:53982", + "accept": false, + "reason": "Both involve Nextcloud Talk, but one is webhook POST delivery and the other is a CLI feature flag for sending messages; not the same underlying bug." + }, + { + "left": "issue:54014", + "right": "issue:67797", + "accept": false, + "reason": "OPENCLAW_HOME path resolution and OpenRouter reasoning-flag caching are unrelated settings bugs." + }, + { + "left": "issue:51593", + "right": "issue:68413", + "accept": false, + "reason": "Both hit Moonshot/Kimi, but one is duplicate tool-call IDs in group chats and the other is agent turns timing out before first chunk; different failure modes." + }, + { + "left": "issue:53790", + "right": "issue:64971", + "accept": false, + "reason": "Both are reply-delivery/routing issues, but they affect different session types and failure modes: intermittent webchat tool-execution loss vs misdelivery from externally-backed sessions." + }, + { + "left": "issue:62699", + "right": "issue:67400", + "accept": false, + "reason": "Both mention persistent sessions, but one is recovery after queue-owner loss in ACP/acpx and the other is inability to create persistent sub-agent sessions; not the same bug." + }, + { + "left": "issue:42614", + "right": "issue:68241", + "accept": false, + "reason": "Volcengine prompt_cache_key incompatibility and Claude model recognition are separate provider/model registry issues." + }, + { + "left": "issue:30316", + "right": "issue:63190", + "accept": false, + "reason": "Telegram duplicate text/audio sends are unrelated to Telegram voice notes reaching inbound but not ASR." + }, + { + "left": "issue:36157", + "right": "issue:64814", + "accept": false, + "reason": "Cloudflare image-recognition failure and pluginConfig being null during extension registration are unrelated extension/runtime issues." + }, + { + "left": "issue:50982", + "right": "issue:68585", + "accept": false, + "reason": "Telegram cron thread-id support and Slack thread reply support are different platform feature requests, not duplicates." + }, + { + "left": "issue:53697", + "right": "issue:68049", + "accept": false, + "reason": "Both are Feishu card bugs, but one is a schema-required-field regression and the other is a missing update_multi field in streaming creation; different concrete defects." + }, + { + "left": "issue:32449", + "right": "issue:32532", + "accept": false, + "reason": "One is Chrome Extension Relay auth failing with 401; the other is a startup deadlock waiting for a connected tab. Different problems." + }, + { + "left": "issue:65309", + "right": "issue:66157", + "accept": true, + "reason": "Both report Active Memory timing out/blocking responses across different contexts; the later Discord-specific report looks like the same underlying timeout bug." + }, + { + "left": "issue:32296", + "right": "issue:34377", + "accept": false, + "reason": "Both mention reply misrouting/session confusion, but one is replying to a previous message and the other is fan-out to Telegram from WebChat/Control UI; different routing defects." + }, + { + "left": "issue:34908", + "right": "issue:54689", + "accept": false, + "reason": "Version badge rendering and Telegram file sending are unrelated." + }, + { + "left": "issue:53497", + "right": "issue:53517", + "accept": false, + "reason": "Both are plugin loading issues, but one is missing exports from a plugin-sdk barrel and the other is missing peer-dependency installation; different root causes." + }, + { + "left": "issue:63124", + "right": "issue:63274", + "accept": false, + "reason": "SIGKILL on CLI subcommands and broken cron Telegram delivery are unrelated." + }, + { + "left": "issue:66095", + "right": "issue:68272", + "accept": false, + "reason": "Both concern dropped image attachments, but they describe different models/code paths and are not clearly the same bug." + }, + { + "left": "issue:31237", + "right": "issue:51639", + "accept": false, + "reason": "Heartbeat queue stuck and native heartbeat never firing are related by theme but not clearly the same underlying defect." + }, + { + "left": "issue:64788", + "right": "issue:64900", + "accept": false, + "reason": "Both are CDP/browser connection issues, but one is launchd-related connection failure and the other is stale running-state detection on WSL2/Windows Edge." + }, + { + "left": "issue:68256", + "right": "issue:68261", + "accept": false, + "reason": "Both involve OpenRouter blank output, but one is per-agent auth-profile behavior and the other is a general blank-response regression; not enough evidence they are the same bug." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet, and the soft-edge calls are conservative. The only accepted pair, issue:65309 vs issue:66157, is a plausible same-bug relationship based on the shared Active Memory timeout/blocking behavior, while the rest are reasonably rejected as different failures or different subsystems." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 79, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:30242", + "issue:30981", + "issue:32204", + "issue:32833", + "issue:33758", + "issue:33879", + "issue:34243", + "issue:34631", + "issue:35272", + "issue:35609", + "issue:37322", + "issue:44778", + "issue:49071", + "issue:49395", + "issue:49784", + "issue:50547", + "issue:51168", + "issue:51175", + "issue:51578", + "issue:52221", + "issue:53168", + "issue:53235", + "issue:53335", + "issue:53363", + "issue:53591", + "issue:53606", + "issue:53739", + "issue:53783", + "issue:53798", + "issue:53959", + "issue:55059", + "issue:55813", + "issue:62541", + "issue:62868", + "issue:62920", + "issue:62923", + "issue:64019", + "issue:64043", + "issue:65225", + "issue:65653", + "issue:65801", + "issue:66142", + "issue:66989", + "issue:67667", + "issue:67834", + "issue:67972", + "issue:68605" + ], + "soft_pairs": [ + "issue:30242|issue:53335", + "issue:34243|issue:35272", + "issue:37322|issue:53363", + "issue:53606|issue:55059", + "issue:65225|issue:66142", + "issue:51168|issue:66989", + "issue:30981|issue:53783", + "issue:34631|issue:49395", + "issue:44778|issue:65801", + "issue:51578|issue:53798", + "issue:62920|issue:64043", + "issue:49071|issue:62541", + "issue:50547|issue:53959", + "issue:53591|issue:55813", + "issue:52221|issue:67667", + "issue:33758|issue:50547", + "issue:32833|issue:67972", + "issue:32204|issue:33879", + "issue:53235|issue:68605", + "issue:62868|issue:62923", + "issue:35609|issue:53739", + "issue:49784|issue:53168", + "issue:51175|issue:67834", + "issue:64019|issue:65653" + ], + "prepared_review_unit_hash": "f31c72597e0d57bd40f5441e741520ac19106fee89ac4ab963dcc2b171ce16d4", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 24, + "serialized_chars": 34264, + "estimated_input_tokens": 8566, + "estimated_eval_tokens": 17388 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Most candidate pairs are not true duplicates; the clearest matches are around cron lifecycle, context-token accounting, webchat rendering, a setup-entry packaging regression, and a Docker TS build regression.", + "confidence": 0.73, + "canonical_issue_reason": "issue:62923 is the strongest anchor: it names a specific regression with explicit cross-extension impact (telegram and slack) and a concrete failing file/specifier, making it a good representative issue.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:62923 is the best overall issue candidate because it is specific, regression-oriented, and broad enough to represent a real duplicate cluster cleanly.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:30242", + "right": "issue:53335", + "accept": false, + "reason": "Different bugs: thread-bound subagent spawn failure vs /new incorrectly spawning a subagent instead of resetting session." + }, + { + "left": "issue:34243", + "right": "issue:35272", + "accept": false, + "reason": "Both involve skills access, but one is a sandbox path-escape problem and the other is shared skills visibility for sub-agents; not the same bug." + }, + { + "left": "issue:37322", + "right": "issue:53363", + "accept": false, + "reason": "Unrelated provider failures: 404/no body in TUI/web vs a Mistral 422 error." + }, + { + "left": "issue:53606", + "right": "issue:55059", + "accept": false, + "reason": "These are separate feature requests in different areas: Feishu doc API auth vs adding openai-chat provider type support." + }, + { + "left": "issue:65225", + "right": "issue:66142", + "accept": false, + "reason": "Same cron/session area, but one is stuck-running state and the other is exec tool calls not executing; too different to merge confidently." + }, + { + "left": "issue:51168", + "right": "issue:66989", + "accept": false, + "reason": "Different failures in different channels: AgentMail inbound handling silently failing vs Slack Socket Mode receiving no inbound events at all." + }, + { + "left": "issue:30981", + "right": "issue:53783", + "accept": false, + "reason": "Different integrations and symptoms: Signal admin setting propagation vs Telegram cross-agent session visibility/send failure." + }, + { + "left": "issue:34631", + "right": "issue:49395", + "accept": false, + "reason": "Both mention webhook 404s, but they are separate channel plugins (LINE vs BlueBubbles) with no clear shared code-path evidence." + }, + { + "left": "issue:44778", + "right": "issue:65801", + "accept": false, + "reason": "Feishu image crash/path handling is not the same as messages not being passed to ACP." + }, + { + "left": "issue:51578", + "right": "issue:53798", + "accept": false, + "reason": "Both are Feishu voice-message related, but one is a new asVoice feature and the other is missing audio duration display." + }, + { + "left": "issue:62920", + "right": "issue:64043", + "accept": true, + "reason": "Same underlying managed dreaming cron lifecycle bug: cron is missing/not recreated after startup, config change, or gateway restart." + }, + { + "left": "issue:49071", + "right": "issue:62541", + "accept": false, + "reason": "Duplicate workspace creation on Feishu/new-session actions is a different problem from failing to create a new agent after dreaming config is enabled." + }, + { + "left": "issue:50547", + "right": "issue:53959", + "accept": false, + "reason": "Discord onboarding reply failure and openai-codex tool-execution failure are unrelated." + }, + { + "left": "issue:53591", + "right": "issue:55813", + "accept": false, + "reason": "A specific kimi-coding payload-compat regression is not the same as a vague \"beta is broken\" report." + }, + { + "left": "issue:52221", + "right": "issue:67667", + "accept": true, + "reason": "Same context-usage accounting bug: both report 0% forever because token totals are not being tracked/saved correctly." + }, + { + "left": "issue:33758", + "right": "issue:50547", + "accept": false, + "reason": "MiniMax-CN streaming display issues are unrelated to Discord bot reply failures." + }, + { + "left": "issue:32833", + "right": "issue:67972", + "accept": false, + "reason": "Both are install failures, but one is exec plugin install on a specific version and the other is npm install of the package release; too little evidence they are the same bug." + }, + { + "left": "issue:32204", + "right": "issue:33879", + "accept": true, + "reason": "Both describe Docker build/install TypeScript compile failures; 32204 gives the concrete file/commit details and 33879 reads like the same regression reported more generally." + }, + { + "left": "issue:53235", + "right": "issue:68605", + "accept": true, + "reason": "Same webchat rendering/persistence problem: responses disappear from the UI and images also vanish after a few seconds." + }, + { + "left": "issue:62868", + "right": "issue:62923", + "accept": true, + "reason": "Direct match on the packaging regression: both point to the setup-entry.js/specifier failure affecting bundled extensions." + }, + { + "left": "issue:35609", + "right": "issue:53739", + "accept": false, + "reason": "A hanging status command is unrelated to Feishu MI message delivery failing after an upgrade/plugin install." + }, + { + "left": "issue:49784", + "right": "issue:53168", + "accept": false, + "reason": "Teams file upload via CLI and gateway WebSocket handshake timeouts are different code paths and failures." + }, + { + "left": "issue:51175", + "right": "issue:67834", + "accept": false, + "reason": "Both involve openai-codex 403s, but one is OAuth region rejection and the other is provider URL/model resolution to Cloudflare; different root causes." + }, + { + "left": "issue:64019", + "right": "issue:65653", + "accept": false, + "reason": "Memory-core dreaming generation failing due to missing idempotencyKey is distinct from orphaned-session cleanup problems." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet, and the accepted soft edges are reasonably conservative given the available evidence. The canonical issue choice is also well-supported by the title text for issue:62923. No PR-mergeability concerns apply here." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 80, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:30335", + "issue:31382", + "issue:32473", + "issue:32900", + "issue:32937", + "issue:32983", + "issue:33773", + "issue:34373", + "issue:34394", + "issue:35523", + "issue:37028", + "issue:37036", + "issue:37198", + "issue:44778", + "issue:49934", + "issue:50651", + "issue:51175", + "issue:51609", + "issue:51873", + "issue:53249", + "issue:62958", + "issue:63450", + "issue:63609", + "issue:63657", + "issue:64003", + "issue:64011", + "issue:64139", + "issue:64235", + "issue:64775", + "issue:64833", + "issue:65362", + "issue:65368", + "issue:65558", + "issue:65595", + "issue:65661", + "issue:65662", + "issue:66682", + "issue:66758", + "issue:66866", + "issue:66892", + "issue:67029", + "issue:67152", + "issue:67598", + "issue:67667", + "issue:67775", + "issue:67859", + "issue:67994", + "issue:68623" + ], + "soft_pairs": [ + "issue:65661|issue:65662", + "issue:34394|issue:37028", + "issue:66682|issue:67859", + "issue:64011|issue:66866", + "issue:31382|issue:65368", + "issue:37198|issue:63657", + "issue:50651|issue:65362", + "issue:62958|issue:67994", + "issue:34373|issue:64235", + "issue:51175|issue:64833", + "issue:64775|issue:65558", + "issue:65595|issue:66758", + "issue:44778|issue:66892", + "issue:67775|issue:68623", + "issue:32983|issue:67598", + "issue:35523|issue:51873", + "issue:32473|issue:49934", + "issue:32937|issue:33773", + "issue:37036|issue:67667", + "issue:30335|issue:51609", + "issue:53249|issue:67152", + "issue:64003|issue:67029", + "issue:32900|issue:63450", + "issue:63609|issue:64139" + ], + "prepared_review_unit_hash": "5fa4b2362c701ba90b15e32da83cd31f9ac8b05b764bdc4baaba57deb406687d", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 35059, + "estimated_input_tokens": 8765, + "estimated_eval_tokens": 17786 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "These issues span many unrelated bugs; the soft-similarity pairs are mostly same-subsystem but not the same underlying defect, so I would not deduplicate them. The strongest representative issue is the Telegram delivery report with clear symptoms and logs.", + "confidence": 0.89, + "canonical_issue_reason": "issue:34373 is the clearest, most actionable user-facing bug report in this set: it has a concrete symptom, backend log correlation, and a specific delivery path to investigate.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:34373 is the best canonical issue candidate because it is detailed, reproducible, and describes the failure mode more precisely than the other reports.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:65661", + "right": "issue:65662", + "accept": false, + "reason": "Related to TTS, but one is wrong voice selection in Talk Mode and the other is ElevenLabs playback failure with fallback; different code paths and fixes." + }, + { + "left": "issue:34394", + "right": "issue:37028", + "accept": false, + "reason": "Both mention duplicate Feishu plugin behavior, but one is a warning after upgrade and the other is a gateway crash from duplicate registration; not the same bug." + }, + { + "left": "issue:66682", + "right": "issue:67859", + "accept": false, + "reason": "Both are Telegram issues, but one is startup command registration and the other is reactions/ack handlers not firing; different APIs and symptoms." + }, + { + "left": "issue:64011", + "right": "issue:66866", + "accept": false, + "reason": "Same Discord gateway area, but one is a Windows reconnect crash and the other is excessive RESUME traffic; not the same underlying defect." + }, + { + "left": "issue:31382", + "right": "issue:65368", + "accept": false, + "reason": "One is a global-install root check failure and the other is an update-time missing hashed chunk error; unrelated install/update failures." + }, + { + "left": "issue:37198", + "right": "issue:63657", + "accept": false, + "reason": "Both involve cron jobs, but one is a restart loop on manual trigger after scheduled time while the other loses one-shot jobs after gateway restart." + }, + { + "left": "issue:50651", + "right": "issue:65362", + "accept": false, + "reason": "Model dropdown deduplication and Ollama local-model discovery are different problems; UI filtering vs backend model enumeration." + }, + { + "left": "issue:62958", + "right": "issue:67994", + "accept": false, + "reason": "Both mention Ollama/local models, but one is agent timeout/hang on macOS and the other is TUI reply rendering not updating until restart." + }, + { + "left": "issue:34373", + "right": "issue:64235", + "accept": false, + "reason": "One says Telegram replies are sent but not delivered/shown; the other is a sendMessage network failure. Opposite failure modes." + }, + { + "left": "issue:51175", + "right": "issue:64833", + "accept": false, + "reason": "Both are Codex OAuth issues, but one is unsupported_country_region_territory and the other is invalid_scope/misleading callback handling." + }, + { + "left": "issue:64775", + "right": "issue:65558", + "accept": false, + "reason": "Different OAuth/provider flows: Codex setup fails versus MiniMax onboarding exposing refs after OAuth setup." + }, + { + "left": "issue:65595", + "right": "issue:66758", + "accept": false, + "reason": "One is hardcoded openai/ prefix for image tool provider selection; the other is Ollama/provider image model lookup failing with Unknown model." + }, + { + "left": "issue:44778", + "right": "issue:66892", + "accept": false, + "reason": "Feishu image path propagation and MiniMax tool-call ID formatting are unrelated bugs in different integrations." + }, + { + "left": "issue:67775", + "right": "issue:68623", + "accept": false, + "reason": "Networking to an MCP server at LAN and subprocess cleanup after isolated sessions are different failure classes." + }, + { + "left": "issue:32983", + "right": "issue:67598", + "accept": false, + "reason": "Both involve model overrides, but heartbeat.model being ignored and cron payload.model being ignored happen in different subsystems and execution contexts." + }, + { + "left": "issue:35523", + "right": "issue:51873", + "accept": false, + "reason": "Assistant messages not displaying until restart is a UI refresh bug; context caching failing is a backend/session-state bug." + }, + { + "left": "issue:32473", + "right": "issue:49934", + "accept": false, + "reason": "Secure-context/device-identity requirement and mixed-language UI are unrelated Control UI issues." + }, + { + "left": "issue:32937", + "right": "issue:33773", + "accept": false, + "reason": "WebUI 404 in one report and file-operation/memory-directory problems in the other are not the same defect." + }, + { + "left": "issue:37036", + "right": "issue:67667", + "accept": false, + "reason": "Dashboard Not Found on Windows and /status showing 0% context usage are unrelated symptoms." + }, + { + "left": "issue:30335", + "right": "issue:51609", + "accept": false, + "reason": "Edit tool 'File not found' and sandbox python3 missing are different toolchain failures at different layers." + }, + { + "left": "issue:53249", + "right": "issue:67152", + "accept": false, + "reason": "Both touch subagent/runtime attachment behavior, but one is mountPath handling and the other is request-scoped runtime cleanup/fallback generation; not one concrete bug." + }, + { + "left": "issue:64003", + "right": "issue:67029", + "accept": false, + "reason": "Missing idempotencyKey for REM dreaming and missing operator.admin scope during cleanup are different root causes." + }, + { + "left": "issue:32900", + "right": "issue:63450", + "accept": false, + "reason": "TUI no output and gateway startup blocked by chat.history WS request are not the same code-path problem." + }, + { + "left": "issue:63609", + "right": "issue:64139", + "accept": false, + "reason": "Both mention hangs/SIGKILL, but one is generic CLI commands and the other is exec crontab; too broad to treat as duplicates." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 81, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:30030", + "issue:30257", + "issue:33864", + "issue:33880", + "issue:34111", + "issue:34863", + "issue:36431", + "issue:36608", + "issue:37040", + "issue:41845", + "issue:42515", + "issue:47563", + "issue:51873", + "issue:53138", + "issue:53232", + "issue:53475", + "issue:53687", + "issue:53729", + "issue:53761", + "issue:53906", + "issue:55011", + "issue:62958", + "issue:63428", + "issue:63441", + "issue:64236", + "issue:64395", + "issue:64509", + "issue:64668", + "issue:65092", + "issue:65281", + "issue:65368", + "issue:65653", + "issue:65657", + "issue:65674", + "issue:65686", + "issue:66020", + "issue:66070", + "issue:66318", + "issue:66390", + "issue:66682", + "issue:66786", + "issue:66958", + "issue:67335", + "issue:67400", + "issue:67598", + "issue:67989", + "issue:68211", + "issue:68373" + ], + "soft_pairs": [ + "issue:53475|issue:67335", + "issue:65674|issue:66318", + "issue:33864|issue:42515", + "issue:41845|issue:66390", + "issue:30030|issue:53906", + "issue:63441|issue:64668", + "issue:53232|issue:53687", + "issue:66070|issue:67598", + "issue:33880|issue:67400", + "issue:51873|issue:66786", + "issue:63441|issue:65281", + "issue:30257|issue:63428", + "issue:65092|issue:68373", + "issue:53138|issue:53729", + "issue:53761|issue:55011", + "issue:66020|issue:68211", + "issue:66682|issue:66958", + "issue:62958|issue:64509", + "issue:36431|issue:65657", + "issue:34863|issue:37040", + "issue:34111|issue:67989", + "issue:47563|issue:65368", + "issue:64236|issue:66070", + "issue:64395|issue:65686", + "issue:36608|issue:65653" + ], + "prepared_review_unit_hash": "67fc28994327c2427c68ebb60d3d88232c0f940c4cdf7c1b5a4c136dbccbd876", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 25, + "serialized_chars": 35011, + "estimated_input_tokens": 8753, + "estimated_eval_tokens": 17762 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "The cluster is heterogeneous and splits into several separate duplicate mini-groups (macOS gateway/LaunchAgent, startup hook races, provider-registration regressions, Telegram command registration, memory-plugin cache regression, etc.). No single issue cleanly represents the whole set.", + "confidence": 0.84, + "canonical_issue_reason": "No single canonical issue: the items break into multiple unrelated duplicate subgroups, so selecting one would be misleading.", + "canonical_pr_reason": null, + "best_issue_reason": "Same reason: this is not one coherent bug cluster, but several distinct bug families grouped by soft similarity.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:53475", + "right": "issue:67335", + "accept": true, + "reason": "Both describe the macOS gateway/LaunchAgent being removed or left non-runnable after stop/SIGTERM, preventing normal restart/respawn." + }, + { + "left": "issue:65674", + "right": "issue:66318", + "accept": false, + "reason": "One is a specific security bug about self-modifying critical config files; the other is a broader configuration-safety architecture feature request." + }, + { + "left": "issue:33864", + "right": "issue:42515", + "accept": false, + "reason": "Both involve provider failures, but the concrete failures differ: silent message deletion vs session deadlock/no recovery." + }, + { + "left": "issue:41845", + "right": "issue:66390", + "accept": false, + "reason": "Both are macOS gateway start problems, but one is launchd unload/respawn behavior and the other is npm file-lock/update failure." + }, + { + "left": "issue:30030", + "right": "issue:53906", + "accept": true, + "reason": "Both point to rate-limit cooldown handling blocking fallback/recovery; 30030 is a specific Anthropic case and 53906 is the broader cascade symptom." + }, + { + "left": "issue:63441", + "right": "issue:64668", + "accept": false, + "reason": "Unrelated bugs: Ollama provider routing vs memory-wiki bridge import." + }, + { + "left": "issue:53232", + "right": "issue:53687", + "accept": true, + "reason": "Both describe the same missing media-understanding provider registration regression after update, with one symptom showing up in webchat visual inspection." + }, + { + "left": "issue:66070", + "right": "issue:67598", + "accept": false, + "reason": "One is a feature request for per-agent API key overrides; the other is a bug where cron payload.model overrides are ignored." + }, + { + "left": "issue:33880", + "right": "issue:67400", + "accept": false, + "reason": "Different session problems: WhatsApp group chats not spawning sessions vs persistent sub-agent session creation failure." + }, + { + "left": "issue:51873", + "right": "issue:66786", + "accept": false, + "reason": "Context caching failure and workspace-dir-respecting system prompt are unrelated code paths." + }, + { + "left": "issue:30257", + "right": "issue:63428", + "accept": true, + "reason": "Both are startup-hook timing races where gateway:startup is missed and dependent registration never happens." + }, + { + "left": "issue:65092", + "right": "issue:68373", + "accept": true, + "reason": "Same underlying plugin-cache regression: restore clobbers memory capability and breaks wiki bridge import." + }, + { + "left": "issue:53138", + "right": "issue:53729", + "accept": false, + "reason": "Different WhatsApp issues: missing plugin on clean install vs outbound messages echoed back as inbound." + }, + { + "left": "issue:53761", + "right": "issue:55011", + "accept": true, + "reason": "Both are the same image_generate/provider-registration regression after update, just reported with different versions/symptoms." + }, + { + "left": "issue:66020", + "right": "issue:68211", + "accept": true, + "reason": "Both concern QQ Bot media staging to the required media storage path; one is local qqmedia mirroring, the other is temp TTS files needing that same path." + }, + { + "left": "issue:66682", + "right": "issue:66958", + "accept": true, + "reason": "Both are Telegram startup command-registration failures leading to missing or empty native command menus." + }, + { + "left": "issue:62958", + "right": "issue:64509", + "accept": false, + "reason": "Different providers and symptoms; local Ollama hangs on macOS is not the same bug as claude-cli backend reporting out-of-usage." + }, + { + "left": "issue:36431", + "right": "issue:65657", + "accept": false, + "reason": "Both are labeling/routing bugs, but for different channels and failure modes (TUI/webchat routing vs Telegram history labels)." + }, + { + "left": "issue:34863", + "right": "issue:37040", + "accept": false, + "reason": "The symptoms are too different and vague to establish the same concrete bug path." + }, + { + "left": "issue:34111", + "right": "issue:67989", + "accept": false, + "reason": "Nextcloud webhook dispatch failure and OpenRouter model-routing failure are unrelated." + }, + { + "left": "issue:47563", + "right": "issue:65368", + "accept": false, + "reason": "Different update failures: macOS sharp build error vs missing hashed runtime chunk during plugin update." + }, + { + "left": "issue:64236", + "right": "issue:66070", + "accept": false, + "reason": "Feature request for reasoning defaults is unrelated to per-cron/per-agent API key overrides." + }, + { + "left": "issue:64395", + "right": "issue:65686", + "accept": false, + "reason": "Weixin message-rate limits and cron outbound session-text trimming are unrelated." + }, + { + "left": "issue:36608", + "right": "issue:65653", + "accept": false, + "reason": "Both mention cleanup/leaks, but one is stale deleted session files on disk and the other is orphaned dreaming sessions; not the same bug." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet: it conservatively treats the set as multiple duplicate mini-groups rather than one cluster, and the accepted soft edges are all supported by strong title-level overlap (LaunchAgent/macOS, startup-hook race, provider-registration regressions, Telegram command startup, memory-plugin cache regression, QQ media-path staging). I don\u2019t see an overstatement that would warrant rejection." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 82, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:17101", + "issue:26691", + "issue:30316", + "issue:31144", + "issue:32678", + "issue:33641", + "issue:34941", + "issue:36757", + "issue:41396", + "issue:43767", + "issue:50651", + "issue:51052", + "issue:51557", + "issue:51716", + "issue:53233", + "issue:53824", + "issue:53906", + "issue:54039", + "issue:57661", + "issue:61033", + "issue:63572", + "issue:63657", + "issue:63721", + "issue:63896", + "issue:64117", + "issue:64235", + "issue:64425", + "issue:64528", + "issue:64698", + "issue:64729", + "issue:64801", + "issue:65283", + "issue:65686", + "issue:65795", + "issue:66034", + "issue:66611", + "issue:66624", + "issue:66892", + "issue:66934", + "issue:67032", + "issue:67406", + "issue:67491", + "issue:67986", + "issue:68091", + "issue:68211", + "issue:68413", + "issue:68578", + "issue:68735" + ], + "soft_pairs": [ + "issue:17101|issue:30316", + "issue:51716|issue:64698", + "issue:53824|issue:68091", + "issue:64117|issue:66892", + "issue:66934|issue:67032", + "issue:26691|issue:66624", + "issue:63896|issue:68211", + "issue:57661|issue:68413", + "issue:31144|issue:33641", + "issue:64425|issue:66611", + "issue:63721|issue:65795", + "issue:43767|issue:64528", + "issue:64729|issue:64801", + "issue:50651|issue:67406", + "issue:61033|issue:68578", + "issue:54039|issue:63572", + "issue:36757|issue:51052", + "issue:34941|issue:41396", + "issue:51557|issue:65686", + "issue:65283|issue:67491", + "issue:53233|issue:53906", + "issue:63657|issue:67986", + "issue:64235|issue:68735", + "issue:32678|issue:66034" + ], + "prepared_review_unit_hash": "823804cb43d9f4e451327f0a3e324616ae2666b33abb1810672054cb8725944b", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 34779, + "estimated_input_tokens": 8695, + "estimated_eval_tokens": 17646 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Mostly unrelated issue set, with one strong duplicate pair in webchat disappearing messages. The rest are similar only at a broad subsystem/symptom level and should stay separate.", + "confidence": 0.73, + "canonical_issue_reason": "issue:33641 is the best canonical issue because it is the more specific root-cause report for the webchat disappearance bug (streaming/blockStreamingDefault conflict) and subsumes the older generic disappearance symptom in issue:31144.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:33641 is the strongest representative of the cluster\u2019s only clear duplicate pair: it names the concrete webchat streaming path and likely fix point, making it a better triage target than the broader symptom report.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:17101", + "right": "issue:30316", + "accept": false, + "reason": "Telegram voice transcription vs duplicate outbound delivery are different bugs and code paths." + }, + { + "left": "issue:51716", + "right": "issue:64698", + "accept": false, + "reason": "Different channels and failures: Signal Node 24 SSE fetch error vs Telegram requireMention behavior." + }, + { + "left": "issue:53824", + "right": "issue:68091", + "accept": false, + "reason": "Both involve isolated crons, but one is lost delivery after restart and the other is a misleading timeout on successful completion." + }, + { + "left": "issue:64117", + "right": "issue:66892", + "accept": false, + "reason": "Voice-call EADDRINUSE and MiniMax tool-call ID format/compaction failure are unrelated." + }, + { + "left": "issue:66934", + "right": "issue:67032", + "accept": false, + "reason": "Sender label mismatch and image upload/message lag are separate webchat issues." + }, + { + "left": "issue:26691", + "right": "issue:66624", + "accept": false, + "reason": "Nextcloud Talk message reading and onboarding channel-selection trim error do not match." + }, + { + "left": "issue:63896", + "right": "issue:68211", + "accept": false, + "reason": "Both mention temp/media handling for TTS, but one is an allowlist regression and the other is QQ Bot storage-path compatibility." + }, + { + "left": "issue:57661", + "right": "issue:68413", + "accept": false, + "reason": "Agent-to-agent session_send timeout is not the same as Moonshot/Kimi first-chunk timeout." + }, + { + "left": "issue:31144", + "right": "issue:33641", + "accept": true, + "reason": "Both describe webchat messages disappearing when a new message/stream arrives, likely the same rendering/state bug." + }, + { + "left": "issue:64425", + "right": "issue:66611", + "accept": false, + "reason": "OAuth callback failure and browser attachOnly/CDP connection failure are different subsystems." + }, + { + "left": "issue:63721", + "right": "issue:65795", + "accept": false, + "reason": "Dreaming page rendering regression and unknown-method GatewayRequestError are different failures." + }, + { + "left": "issue:43767", + "right": "issue:64528", + "accept": false, + "reason": "Heartbeat ignoring lightContext and session-memory ignoring workspace isolation are related themes but different bugs." + }, + { + "left": "issue:64729", + "right": "issue:64801", + "accept": false, + "reason": "Both involve plugins.allow, but stale plugin-ID messaging and Discord exclusion/loading are distinct issues." + }, + { + "left": "issue:50651", + "right": "issue:67406", + "accept": false, + "reason": "Duplicate model IDs in dropdown and Ollama cloud vision recognition are unrelated." + }, + { + "left": "issue:61033", + "right": "issue:68578", + "accept": false, + "reason": "Infinite self-reply loop in WhatsApp vs weather prompt looping are different bug reports." + }, + { + "left": "issue:54039", + "right": "issue:63572", + "accept": false, + "reason": "Windows absolute-path doubling in read tool is not the same as migration/doctor stale-path detection." + }, + { + "left": "issue:36757", + "right": "issue:51052", + "accept": false, + "reason": "Per-message Telegram link previews and configurable Control UI title are unrelated features." + }, + { + "left": "issue:34941", + "right": "issue:41396", + "accept": false, + "reason": "Telegram inbound drop and Discord gateway never connecting are different channel-specific inbound failures." + }, + { + "left": "issue:51557", + "right": "issue:65686", + "accept": false, + "reason": "Cron isolated-session/browser compatibility and cron outbound text-scope control are separate bugs." + }, + { + "left": "issue:65283", + "right": "issue:67491", + "accept": false, + "reason": "MiniMax API image-capability mismatch and URL-to-base64 conversion failure are different image-tool problems." + }, + { + "left": "issue:53233", + "right": "issue:53906", + "accept": false, + "reason": "Both mention rate-limit cooldown behavior, but one is fallback-provider leakage and the other is a broader recovery cascade; not clearly the same bug." + }, + { + "left": "issue:63657", + "right": "issue:67986", + "accept": false, + "reason": "Lost one-shot cron jobs after restart and gateway mid-session wedging are different cron/gateway failures." + }, + { + "left": "issue:64235", + "right": "issue:68735", + "accept": false, + "reason": "Telegram sendMessage network failure and provider schema/tool-payload rejection are unrelated request errors." + }, + { + "left": "issue:32678", + "right": "issue:66034", + "accept": false, + "reason": "Feishu binding routing issue and /trace delivery failure on Feishu are not the same underlying defect." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "Grounded and conservative overall. The lone accepted duplicate pair, issue:31144 \u2194 issue:33641, is supported by the packet and the rest of the soft-edge rejections stay on the cautious side without overclaiming equivalence. The summary does not overstate evidence." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 83, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:31442", + "issue:32678", + "issue:32892", + "issue:32952", + "issue:33854", + "issue:34528", + "issue:34908", + "issue:36247", + "issue:36248", + "issue:36270", + "issue:51432", + "issue:53244", + "issue:53284", + "issue:53578", + "issue:53666", + "issue:53824", + "issue:55816", + "issue:57099", + "issue:59205", + "issue:62276", + "issue:62699", + "issue:62868", + "issue:62978", + "issue:63124", + "issue:63428", + "issue:63516", + "issue:63569", + "issue:63686", + "issue:64043", + "issue:64262", + "issue:64590", + "issue:64776", + "issue:65075", + "issue:65156", + "issue:65225", + "issue:65318", + "issue:65801", + "issue:65834", + "issue:66094", + "issue:67029", + "issue:67251", + "issue:67362", + "issue:67576", + "issue:67624", + "issue:68118", + "issue:68120", + "issue:68413" + ], + "soft_pairs": [ + "issue:63124|issue:67251", + "issue:65834|issue:67362", + "issue:31442|issue:62276", + "issue:33854|issue:63516", + "issue:34528|issue:36247", + "issue:34528|issue:36248", + "issue:53824|issue:65225", + "issue:51432|issue:67576", + "issue:64776|issue:65156", + "issue:63428|issue:64043", + "issue:32678|issue:65801", + "issue:64590|issue:67029", + "issue:62699|issue:63686", + "issue:36270|issue:59205", + "issue:66094|issue:68413", + "issue:32892|issue:32952", + "issue:53284|issue:65075", + "issue:62868|issue:62978", + "issue:53244|issue:63569", + "issue:34908|issue:53666", + "issue:55816|issue:57099", + "issue:64262|issue:67624", + "issue:68118|issue:68120", + "issue:53578|issue:65318" + ], + "prepared_review_unit_hash": "181ea501634d83d423522951edb9140121427408eace05372c05bacf3d7b635a", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 24, + "serialized_chars": 34583, + "estimated_input_tokens": 8646, + "estimated_eval_tokens": 17548 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Mostly heterogeneous. issue:36247 is still the best canonical issue because 36248 explicitly duplicates it. Among the soft edges, only a few show enough concrete overlap in the same bug path to be plausible duplicates; most are just broad subsystem/topic similarity and should stay separate.", + "confidence": 0.81, + "canonical_issue_reason": "issue:36247 has the strongest grounding in the packet: 36248 explicitly points to it as a duplicate, and the report cleanly describes the same concrete sessions_send/group-chat 400-and-hang failure.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:36247 is the best representative issue because it is the explicit duplicate target and the clearest statement of the underlying 400/hang delivery bug.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:63124", + "right": "issue:67251", + "accept": false, + "reason": "Very similar SIGKILL wording, but no hard linkage or stronger evidence that these are the same concrete bug rather than related exec failures." + }, + { + "left": "issue:65834", + "right": "issue:67362", + "accept": true, + "reason": "Both point to the same memory-core dreaming cron reconciliation/lifecycle problem, with the startup cron reference playing the same role in the failure." + }, + { + "left": "issue:31442", + "right": "issue:62276", + "accept": false, + "reason": "Different bugs: version badge/install metadata versus startup port-in-use." + }, + { + "left": "issue:33854", + "right": "issue:63516", + "accept": false, + "reason": "Same Telegram area, but the reports describe different failure surfaces and there is no stronger shared evidence tying them to one bug." + }, + { + "left": "issue:34528", + "right": "issue:36247", + "accept": false, + "reason": "Both mention 400 errors, but the concrete code paths differ: Feishu reaction API versus sessions_send announce delivery." + }, + { + "left": "issue:34528", + "right": "issue:36248", + "accept": false, + "reason": "Same as above; the failure paths are not concrete enough to treat as one duplicate bug." + }, + { + "left": "issue:53824", + "right": "issue:65225", + "accept": false, + "reason": "Both involve cron isolated sessions, but one is an Unknown Channel after restart and the other is a task stuck running; too different." + }, + { + "left": "issue:51432", + "right": "issue:67576", + "accept": false, + "reason": "Different provider-resolution regressions: model fallback/missing model versus OpenRouter provider selection being ignored." + }, + { + "left": "issue:64776", + "right": "issue:65156", + "accept": false, + "reason": "Both involve sqlite-vec, but one is load-time failure and the other is ABI/function-registration mismatch." + }, + { + "left": "issue:63428", + "right": "issue:64043", + "accept": true, + "reason": "Same managed memory dreaming cron lifecycle bug: one report says it is not recreated after restart, the other says it is never registered due to startup hook timing." + }, + { + "left": "issue:32678", + "right": "issue:65801", + "accept": false, + "reason": "Different integration failures: Feishu binding routing versus messages not being passed to ACP." + }, + { + "left": "issue:64590", + "right": "issue:67029", + "accept": false, + "reason": "Both touch memory-core, but the concrete failures are different validation/permission errors." + }, + { + "left": "issue:62699", + "right": "issue:63686", + "accept": false, + "reason": "Both are ACP session regressions, but they affect different channels and failure modes." + }, + { + "left": "issue:36270", + "right": "issue:59205", + "accept": false, + "reason": "Both are auth 401s, but one is generic run auth and the other is specifically Ollama Cloud authentication after an update." + }, + { + "left": "issue:66094", + "right": "issue:68413", + "accept": false, + "reason": "Different providers and different timeout surfaces; not the same mergeable bug." + }, + { + "left": "issue:32892", + "right": "issue:32952", + "accept": false, + "reason": "Provider plugin discovery failure versus install-size/runtime footprint issue." + }, + { + "left": "issue:53284", + "right": "issue:65075", + "accept": false, + "reason": "Both are cron isolated-session issues, but persistence in the UI and workspace selection are different bugs." + }, + { + "left": "issue:62868", + "right": "issue:62978", + "accept": true, + "reason": "Same Telegram plugin packaging/loading regression: the bundled missing file and the restart-loop/loading failure look like the same broken install path." + }, + { + "left": "issue:53244", + "right": "issue:63569", + "accept": false, + "reason": "Both are packaging omissions, but they affect different file sets and different breakages." + }, + { + "left": "issue:34908", + "right": "issue:53666", + "accept": false, + "reason": "Unrelated regressions: UI version badge mismatch versus memory index reporting zero chunks." + }, + { + "left": "issue:55816", + "right": "issue:57099", + "accept": false, + "reason": "Both are provider-config problems after upgrade, but one is missing API key resolution and the other is missing provider registration." + }, + { + "left": "issue:64262", + "right": "issue:67624", + "accept": false, + "reason": "Generic garbled output is too broad to merge with the specific HTML-payload/hang regression." + }, + { + "left": "issue:68118", + "right": "issue:68120", + "accept": false, + "reason": "Both mention OpenRouter, but the evidence is still just topical similarity without stronger proof of the same concrete code path." + }, + { + "left": "issue:53578", + "right": "issue:65318", + "accept": false, + "reason": "Both involve google-gemini-cli OAuth, but one is slow-per-turn and the other is a broken/orphaned auth flow." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "The canonical choice for issue:36247 is grounded: the packet shows an explicit duplicate reference involving 36248. However, the soft-edge section is not conservative enough. Several accepted pairs are based only on broad topical similarity in the titles/body summaries, with no hard linkage or stronger shared evidence in the packet (for example 63124|67251, 33854|63516, and 68118|68120). The summary also overstates the evidence by calling these \u2018true duplicates\u2019 concentrated into clusters, when the packet mostly contains low-similarity soft pairs and only one explicit duplicate link. Please tighten the verdicts to cases with clearer concrete overlap or explicit linkage." + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 84, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:26895", + "issue:29367", + "issue:29727", + "issue:31098", + "issue:31442", + "issue:32252", + "issue:34387", + "issue:35827", + "issue:50464", + "issue:50976", + "issue:51554", + "issue:52463", + "issue:53235", + "issue:53244", + "issue:53318", + "issue:53517", + "issue:53542", + "issue:53813", + "issue:53949", + "issue:54253", + "issue:55345", + "issue:57738", + "issue:60004", + "issue:62472", + "issue:62627", + "issue:63440", + "issue:63686", + "issue:63759", + "issue:64015", + "issue:64378", + "issue:64434", + "issue:64698", + "issue:64976", + "issue:65522", + "issue:65678", + "issue:65686", + "issue:66065", + "issue:66298", + "issue:66621", + "issue:66674", + "issue:66768", + "issue:67081", + "issue:67170", + "issue:67901", + "issue:67961", + "issue:68190", + "issue:68520", + "issue:68656" + ], + "soft_pairs": [ + "issue:57738|issue:64698", + "issue:53517|issue:60004", + "issue:66065|issue:68520", + "issue:32252|issue:67170", + "issue:64015|issue:65678", + "issue:26895|issue:31442", + "issue:29367|issue:64378", + "issue:29727|issue:31098", + "issue:34387|issue:50464", + "issue:35827|issue:63440", + "issue:50976|issue:55345", + "issue:51554|issue:62472", + "issue:52463|issue:54253", + "issue:53235|issue:66621", + "issue:53244|issue:53542", + "issue:53318|issue:53813", + "issue:53949|issue:64434", + "issue:62627|issue:67901", + "issue:63686|issue:66298", + "issue:63759|issue:68656", + "issue:64976|issue:65686", + "issue:65522|issue:68190", + "issue:66674|issue:66768", + "issue:67081|issue:67961" + ], + "prepared_review_unit_hash": "365e8a2f549c7183f35bc1692c55a07d5efacc2f172665860c8903cc53403899", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 34961, + "estimated_input_tokens": 8741, + "estimated_eval_tokens": 17738 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Mostly unrelated issues; only one soft duplicate pair is credible: wrong /status context window values caused by persisted context metadata collisions.", + "confidence": 0.86, + "canonical_issue_reason": "issue:62472 is the best canonical: it states the root cause (context token/window persisted incorrectly when providers share a model id) and covers the /status symptom described in issue:51554.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:62472 is the strongest representative issue because it is the most specific root-cause report and explains the broader symptom set.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:57738", + "right": "issue:64698", + "accept": false, + "reason": "Both are Telegram-group related, but one is about long-polling gateway ingress and the other is a requireMention filtering bug; different failure modes." + }, + { + "left": "issue:53517", + "right": "issue:60004", + "accept": false, + "reason": "Both involve missing dependencies and plugin load failure, but they are different plugins and different missing packages; not the same underlying bug." + }, + { + "left": "issue:66065", + "right": "issue:68520", + "accept": false, + "reason": "Unrelated regressions: one is managed browser/CDP connectivity, the other is empty OpenRouter responses." + }, + { + "left": "issue:32252", + "right": "issue:67170", + "accept": false, + "reason": "Different plugins and delivery paths; one is Nostr DM delivery, the other is Telegram audio delivery." + }, + { + "left": "issue:64015", + "right": "issue:65678", + "accept": false, + "reason": "64015 is a broad bundle of several false positives; 65678 is a narrower plugin allowlist/provenance warning. Not clearly the same concrete bug." + }, + { + "left": "issue:26895", + "right": "issue:31442", + "accept": false, + "reason": "Legacy session-key recreation after migration is unrelated to a version/build mismatch on new installs." + }, + { + "left": "issue:29367", + "right": "issue:64378", + "accept": false, + "reason": "Both mention workspace selection, but they target different code paths: default subagents vs Slack-bound routed sessions." + }, + { + "left": "issue:29727", + "right": "issue:31098", + "accept": false, + "reason": "Both show config being ignored, but one is sub-agent allowlist behavior and the other is Telegram bot token handling; different bugs." + }, + { + "left": "issue:34387", + "right": "issue:50464", + "accept": false, + "reason": "No overlap in subsystem or failure mode; gateway folder lookup is unrelated to client block after account re-linking." + }, + { + "left": "issue:35827", + "right": "issue:63440", + "accept": false, + "reason": "Both mention LLM timeout, but one is a null/object error and the other is stale session state after timeout; different root causes." + }, + { + "left": "issue:50976", + "right": "issue:55345", + "accept": false, + "reason": "Both are multi-agent configuration problems, but on different platforms and with different symptoms; not mergeable as one PR." + }, + { + "left": "issue:51554", + "right": "issue:62472", + "accept": true, + "reason": "Same underlying bug: incorrect persisted context token/window data leads to wrong /status values; 62472 provides the root cause, 51554 is the symptom report." + }, + { + "left": "issue:52463", + "right": "issue:54253", + "accept": false, + "reason": "Session-compaction UI error and a RISC-V LLM request failure are unrelated." + }, + { + "left": "issue:53235", + "right": "issue:66621", + "accept": false, + "reason": "Both are webchat rendering issues, but one is missing agent responses and the other is missing user image attachments; different UI paths." + }, + { + "left": "issue:53244", + "right": "issue:53542", + "accept": false, + "reason": "Both are npm/plugin packaging issues, but one is missing runtime modules and the other is a hardcoded API version plus missing Control UI; distinct fixes." + }, + { + "left": "issue:53318", + "right": "issue:53813", + "accept": false, + "reason": "Different tools and failures: Feishu card schema incompatibility vs exec command parameter loss." + }, + { + "left": "issue:53949", + "right": "issue:64434", + "accept": false, + "reason": "Both involve Telegram media, but one is silent download failure and the other is a storage-path mismatch for later reads; not clearly the same bug." + }, + { + "left": "issue:62627", + "right": "issue:67901", + "accept": false, + "reason": "Both block bundled CLI functionality, but one is missing optional dependencies and the other is a plugins.allow gate on the subagents command." + }, + { + "left": "issue:63686", + "right": "issue:66298", + "accept": false, + "reason": "Both touch Discord ACP thread-bound flows, but one is a thread_binding_invalid regression and the other is command routing being swallowed; too different to treat as one bug." + }, + { + "left": "issue:63759", + "right": "issue:68656", + "accept": false, + "reason": "Typing-indicator timing on Telegram is unrelated to Windows startup latency and plugin registration delay." + }, + { + "left": "issue:64976", + "right": "issue:65686", + "accept": false, + "reason": "Both are cron delivery issues, but one is NO_REPLY parsing and the other is over-sending session text; different behavior." + }, + { + "left": "issue:65522", + "right": "issue:68190", + "accept": false, + "reason": "Both concern active-turn concurrency, but one is refresh-induced wedging and the other is dropped messages during tool execution; not the same code-path problem." + }, + { + "left": "issue:66674", + "right": "issue:66768", + "accept": false, + "reason": "Different regressions: error classification for direct CLI infer vs empty completed turns in an image." + }, + { + "left": "issue:67081", + "right": "issue:67961", + "accept": false, + "reason": "Both are delayed user-message rendering issues, but one is webchat and the other is Control UI history-reload behavior; insufficient evidence of a single bug." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet and the soft-edge verdicts are generally conservative. The only accepted pair, issue:51554 with issue:62472, is supported by the packet as a symptom/root-cause match around incorrect persisted context/window data affecting /status. No PR-pair mergeability issues apply here." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 85, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:30844", + "issue:30908", + "issue:30917", + "issue:30923", + "issue:31598", + "issue:31689", + "issue:32678", + "issue:32900", + "issue:32998", + "issue:33166", + "issue:34659", + "issue:35202", + "issue:37299", + "issue:37322", + "issue:37431", + "issue:37494", + "issue:37566", + "issue:51780", + "issue:53405", + "issue:53485", + "issue:53498", + "issue:53798", + "issue:53934", + "issue:63189", + "issue:63461", + "issue:64991", + "issue:65193", + "issue:65281", + "issue:65316", + "issue:65317", + "issue:65786", + "issue:66090", + "issue:66262", + "issue:66263", + "issue:66288", + "issue:66323", + "issue:66324", + "issue:66325", + "issue:66406", + "issue:66677", + "issue:67150", + "issue:67414", + "issue:67537", + "issue:67649", + "issue:67740", + "issue:67741", + "issue:68522", + "issue:68540" + ], + "soft_pairs": [ + "issue:67740|issue:68522", + "issue:32900|issue:37566", + "issue:32900|issue:32998", + "issue:32998|issue:37566", + "issue:53405|issue:66325", + "issue:34659|issue:37566", + "issue:37431|issue:53485", + "issue:66677|issue:67649", + "issue:53405|issue:66323", + "issue:53405|issue:66324", + "issue:67537|issue:67741", + "issue:30844|issue:30923", + "issue:37322|issue:37431", + "issue:30917|issue:53498", + "issue:66262|issue:66263", + "issue:63189|issue:67150", + "issue:53798|issue:68540", + "issue:37299|issue:65193", + "issue:63461|issue:66090", + "issue:32998|issue:34659", + "issue:65316|issue:65317", + "issue:37431|issue:53934", + "issue:64991|issue:65281", + "issue:66288|issue:67414", + "issue:33166|issue:37494", + "issue:65786|issue:66406", + "issue:30908|issue:35202", + "issue:31598|issue:31689", + "issue:32678|issue:35202", + "issue:51780|issue:67150" + ], + "prepared_review_unit_hash": "33f753bbe7e5b95d89a2b9d7cfff7ce1c145994197b144e1be9a3cba85f21706", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 30, + "serialized_chars": 36846, + "estimated_input_tokens": 9212, + "estimated_eval_tokens": 18680 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "The set is mostly heterogeneous, with a few clear duplicate-like clusters around TUI message rendering, cron TypeErrors, and WhatsApp media sending. Most other pairs are only broadly related and should stay separate.", + "confidence": 0.68, + "canonical_issue_reason": "issue:32998 is the best representative of the TUI message-rendering cluster: it broadly covers the shared symptom of replies/pushes not appearing correctly in TUI.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:32998 is the strongest duplicate target among the items because it captures the broad TUI response/display regression better than the narrower follow-up reports.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:67740", + "right": "issue:68522", + "accept": false, + "reason": "Related Codex/OAuth failures, but one is a store:true/stream:false response mismatch plus misclassification and the other is a provider-endpoint DNS-style failure; not the same concrete bug." + }, + { + "left": "issue:32900", + "right": "issue:37566", + "accept": true, + "reason": "Both report TUI output not rendering incoming messages/replies; same user-facing display regression." + }, + { + "left": "issue:32900", + "right": "issue:32998", + "accept": true, + "reason": "Both describe the TUI failing to surface conversation output; 32998 is the broader wording of the same display problem." + }, + { + "left": "issue:32998", + "right": "issue:37566", + "accept": true, + "reason": "Both are about TUI message display not updating for incoming/push replies, which looks like the same bug." + }, + { + "left": "issue:53405", + "right": "issue:66325", + "accept": false, + "reason": "These look like unrelated promotional/marketing issues, not duplicate bugs." + }, + { + "left": "issue:34659", + "right": "issue:37566", + "accept": true, + "reason": "Both say TUI replies/push messages are not shown directly, so they appear to be the same rendering issue." + }, + { + "left": "issue:37431", + "right": "issue:53485", + "accept": false, + "reason": "Both mention web UI behavior, but one is stutter/\u5361\u4f4f and the other is lost web chat history after update; different bugs." + }, + { + "left": "issue:66677", + "right": "issue:67649", + "accept": false, + "reason": "Both are QuickStart-related, but one is channel selection and the other is a trim undefined TypeError; too different to merge." + }, + { + "left": "issue:53405", + "right": "issue:66323", + "accept": false, + "reason": "Unrelated items; both are spam-like promotional posts." + }, + { + "left": "issue:53405", + "right": "issue:66324", + "accept": false, + "reason": "Unrelated promotional content, not a duplicate bug report." + }, + { + "left": "issue:67537", + "right": "issue:67741", + "accept": false, + "reason": "GitHub login failure is unrelated to the Opus fallback/version issue." + }, + { + "left": "issue:30844", + "right": "issue:30923", + "accept": false, + "reason": "30923 includes the routing blocker but also an additional independent payload bug, so it is not the same single issue as 30844." + }, + { + "left": "issue:37322", + "right": "issue:37431", + "accept": false, + "reason": "404 run error and web UI stutter are different symptoms and likely different code paths." + }, + { + "left": "issue:30917", + "right": "issue:53498", + "accept": false, + "reason": "Both mention Telegram, but one is a model/channel compatibility problem and the other is WhatsApp-like media/file forwarding; not the same bug." + }, + { + "left": "issue:66262", + "right": "issue:66263", + "accept": false, + "reason": "Both are Codex-related, but one is stale thread binding after gateway reset and the other is stale context usage after compaction; separate failures." + }, + { + "left": "issue:63189", + "right": "issue:67150", + "accept": false, + "reason": "Both are stuck-state reports, but one is streaming never ending and the other is channel selection; different underlying problems." + }, + { + "left": "issue:53798", + "right": "issue:68540", + "accept": false, + "reason": "Both are Feishu/media related, but one is missing audio duration and the other is local images sent as path text; different attachment behaviors." + }, + { + "left": "issue:37299", + "right": "issue:65193", + "accept": true, + "reason": "Both describe the cron list/run path throwing a TypeError in the same area of code." + }, + { + "left": "issue:63461", + "right": "issue:66090", + "accept": true, + "reason": "Both are WhatsApp media sending failures on the CLI, so they look like the same bug." + }, + { + "left": "issue:32998", + "right": "issue:34659", + "accept": true, + "reason": "Both are TUI message-display regressions; one says messages cannot be responded to normally and the other says replies do not show directly." + }, + { + "left": "issue:65316", + "right": "issue:65317", + "accept": false, + "reason": "Both concern sandboxed file tools, but one is unsafe tool exposure and the other is write helper failure despite writable shell access; not the same bug." + }, + { + "left": "issue:37431", + "right": "issue:53934", + "accept": false, + "reason": "Both are web UI issues, but stutter and URL corruption are distinct defects." + }, + { + "left": "issue:64991", + "right": "issue:65281", + "accept": false, + "reason": "Gemini OAuth communication failure is unrelated to control-ui image paste/send behavior." + }, + { + "left": "issue:66288", + "right": "issue:67414", + "accept": false, + "reason": "Both involve images in webchat/control UI, but one is disappearance after reply and missing content, while the other is blank preview plus reprocessing on history load; related area but not clearly the same bug." + }, + { + "left": "issue:65786", + "right": "issue:66406", + "accept": false, + "reason": "Feishu config validation after upgrade and Feishu reactions API invalid reaction type are different issues." + }, + { + "left": "issue:30908", + "right": "issue:35202", + "accept": false, + "reason": "Duplicate-plugin-id config warnings and Feishu long-link configuration failure are different configuration problems." + }, + { + "left": "issue:31598", + "right": "issue:31689", + "accept": false, + "reason": "Empty VLLM response and VLLM connection error with qwen3.5-35b-a3b are not the same concrete failure." + }, + { + "left": "issue:32678", + "right": "issue:35202", + "accept": false, + "reason": "Feishu bindings routing all messages to the main agent and Feishu config long-link failure are different bugs." + }, + { + "left": "issue:51780", + "right": "issue:67150", + "accept": false, + "reason": "Running indicator stuck after subagent completion is unrelated to channel-selection stalling." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet and stays mostly conservative. The accepted duplicate-like clusters are supported by the issue titles/text: TUI message-rendering issues (32900/32998/34659/37566), cron TypeErrors (37299/65193), and WhatsApp media sending failures (63461/66090). The rejected pairs are appropriately held apart when symptoms diverge or are only loosely related. No PR-mergeability concern applies here." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 86, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:28077", + "issue:31412", + "issue:32712", + "issue:32952", + "issue:33053", + "issue:33533", + "issue:33537", + "issue:33572", + "issue:34652", + "issue:35202", + "issue:37299", + "issue:37315", + "issue:50964", + "issue:51554", + "issue:52265", + "issue:53365", + "issue:53648", + "issue:53672", + "issue:62089", + "issue:63190", + "issue:63450", + "issue:63704", + "issue:63706", + "issue:63863", + "issue:64055", + "issue:64250", + "issue:64252", + "issue:64395", + "issue:64427", + "issue:64850", + "issue:64978", + "issue:65521", + "issue:65722", + "issue:65867", + "issue:66227", + "issue:66251", + "issue:66262", + "issue:66288", + "issue:66423", + "issue:66799", + "issue:66832", + "issue:66925", + "issue:67314", + "issue:67441", + "issue:67957", + "issue:67987", + "issue:68073", + "issue:68605" + ], + "soft_pairs": [ + "issue:50964|issue:52265", + "issue:64978|issue:65521", + "issue:67957|issue:68073", + "issue:31412|issue:34652", + "issue:53365|issue:64395", + "issue:66288|issue:68605", + "issue:33537|issue:33572", + "issue:63450|issue:63863", + "issue:63190|issue:63706", + "issue:28077|issue:32952", + "issue:33533|issue:33572", + "issue:65867|issue:66423", + "issue:32712|issue:35202", + "issue:66799|issue:66832", + "issue:64252|issue:64850", + "issue:66251|issue:66262", + "issue:37299|issue:66227", + "issue:37315|issue:67441", + "issue:64427|issue:67987", + "issue:64250|issue:67314", + "issue:62089|issue:63704", + "issue:51554|issue:53648", + "issue:53672|issue:64055", + "issue:65722|issue:66925", + "issue:32712|issue:33053" + ], + "prepared_review_unit_hash": "c3d8b86b0bb107124370e3ca70599af9e4c74d259b829b45ddfe649d4c7ddac4", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 25, + "serialized_chars": 35307, + "estimated_input_tokens": 8827, + "estimated_eval_tokens": 17910 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "The set is mostly heterogeneous; only a few soft pairs are true duplicates of the same underlying bug. Most others are adjacent issues in the same subsystem but with different symptoms or root causes.", + "confidence": 0.81, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": "#63450 is the strongest representative issue: it has a clear regression description, a specific root cause (chat.history WS request blocking sidecar startup), and #63863 explicitly points back to it.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:50964", + "right": "issue:52265", + "accept": false, + "reason": "Both are cron/CLI failures, but one is a TypeError on list/run and the other is a handshake-timeout failure on cron/gateway; different concrete bugs." + }, + { + "left": "issue:64978", + "right": "issue:65521", + "accept": false, + "reason": "Both concern browser startup, but one is a false managed-Chrome failure despite DevTools listening while the other is Chrome exiting before CDP binds; not the same bug." + }, + { + "left": "issue:67957", + "right": "issue:68073", + "accept": false, + "reason": "Both are about plugin update/install flow, but one is forced reinstalls and config overwrite while the other is a broader confusing upgrade path; too broad to merge as one bug." + }, + { + "left": "issue:31412", + "right": "issue:34652", + "accept": false, + "reason": "UI oddness in Cron Jobs tab is not the same issue as nextWakeAtMs being null and scheduled tasks not executing." + }, + { + "left": "issue:53365", + "right": "issue:64395", + "accept": false, + "reason": "Different Weixin failures: login/QR-code startup vs a receive-rate limit of 10 messages in a row." + }, + { + "left": "issue:66288", + "right": "issue:68605", + "accept": true, + "reason": "Same webchat image bug: uploaded/pasted images vanish and are not persisted/displayed correctly." + }, + { + "left": "issue:33537", + "right": "issue:33572", + "accept": false, + "reason": "Both are extension outbound-send bugs, but one is about mediaLocalRoots forwarding and the other about reply-target context; different code paths." + }, + { + "left": "issue:63450", + "right": "issue:63863", + "accept": true, + "reason": "Clear duplicate/regression: both describe chat.history blocking sidecar startup, and #63863 explicitly references #63450." + }, + { + "left": "issue:63190", + "right": "issue:63706", + "accept": false, + "reason": "Different channel-specific voice-note bugs: Telegram ASR handoff vs Discord voice-note handling after update." + }, + { + "left": "issue:28077", + "right": "issue:32952", + "accept": false, + "reason": "Generic installation error vs a specific >2G install requirement; not the same failure." + }, + { + "left": "issue:33533", + "right": "issue:33572", + "accept": false, + "reason": "Signal mediaLocalRoots forwarding and Feishu reply-target context are different outbound-message bugs." + }, + { + "left": "issue:65867", + "right": "issue:66423", + "accept": false, + "reason": "Both involve tag leakage, but tags in delivered messages and tags not triggering actions are different concrete problems." + }, + { + "left": "issue:32712", + "right": "issue:35202", + "accept": false, + "reason": "Quoted Feishu card content retrieval and long-link configuration failure are unrelated issues." + }, + { + "left": "issue:66799", + "right": "issue:66832", + "accept": false, + "reason": "Different security issues: arbitrary file read via agents.files.get vs log redaction failures in logs.tail." + }, + { + "left": "issue:64252", + "right": "issue:64850", + "accept": false, + "reason": "Both say backend unavailable, but one is A2UI_HOST_UNAVAILABLE and the other is agent spawn failure on 2026.4.10; insufficient evidence of the same bug." + }, + { + "left": "issue:66251", + "right": "issue:66262", + "accept": false, + "reason": "A tracking/meta issue about Codex harness stability is not the same as stale thread binding after gateway reset." + }, + { + "left": "issue:37299", + "right": "issue:66227", + "accept": false, + "reason": "TypeError in cron list/run is not the same as CLI hanging after output." + }, + { + "left": "issue:37315", + "right": "issue:67441", + "accept": true, + "reason": "Same cron false-positive status bug: delivery succeeds but lastRunStatus/error is reported anyway." + }, + { + "left": "issue:64427", + "right": "issue:67987", + "accept": false, + "reason": "Both are Slack DM context issues, but one is missing dmHistoryLimit implementation and the other is missing outbound bot messages despite userToken; different symptoms." + }, + { + "left": "issue:64250", + "right": "issue:67314", + "accept": false, + "reason": "These share the same misleading user-facing error string, but the reported root causes differ (compaction vs heartbeat model bleed)." + }, + { + "left": "issue:62089", + "right": "issue:63704", + "accept": false, + "reason": "Tool calls rendered as raw text across UIs is not the same as a Control UI config-page Form/Raw toggle SyntaxError." + }, + { + "left": "issue:51554", + "right": "issue:53648", + "accept": false, + "reason": "Wrong context-window display and gateway URL shown in a search box are unrelated Control UI bugs." + }, + { + "left": "issue:53672", + "right": "issue:64055", + "accept": false, + "reason": "Both mention Control UI/gateway availability, but one is a generic UI failure and the other is a port-18789 restart conflict on arm64." + }, + { + "left": "issue:65722", + "right": "issue:66925", + "accept": false, + "reason": "Related wiki-bridge/memory-core area, but one reports zero artifacts from uninitialized runtime while the other is about overwrite-only capability registration; too different to treat as one duplicate." + }, + { + "left": "issue:32712", + "right": "issue:33053", + "accept": false, + "reason": "Feishu quoted-card retrieval and QQ Bot cron announce message filtering are unrelated." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet and stays conservative on the soft edges. The three accepted pairs are well-supported by the issue text: #66288/#68605 describe the same webchat image disappearance/persistence bug, #63450/#63863 are the same chat.history-sidecar startup regression with an explicit cross-reference, and #37315/#67441 are the same false-positive cron delivery-status problem. The other pair rejections are also cautious and avoid overclaiming duplicate status from similarity alone." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 87, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:30818", + "issue:30922", + "issue:31442", + "issue:33089", + "issue:33119", + "issue:33537", + "issue:33554", + "issue:34513", + "issue:35523", + "issue:37142", + "issue:37431", + "issue:37566", + "issue:52454", + "issue:53485", + "issue:53640", + "issue:53689", + "issue:53749", + "issue:53798", + "issue:53873", + "issue:54070", + "issue:61880", + "issue:62158", + "issue:63026", + "issue:63366", + "issue:63602", + "issue:63609", + "issue:63725", + "issue:64252", + "issue:64287", + "issue:64291", + "issue:64566", + "issue:64743", + "issue:64830", + "issue:64861", + "issue:64978", + "issue:65125", + "issue:65192", + "issue:65322", + "issue:65362", + "issue:65603", + "issue:66227", + "issue:66251", + "issue:66263", + "issue:68057", + "issue:68165", + "issue:68333", + "issue:68587", + "issue:68851" + ], + "soft_pairs": [ + "issue:68057|issue:68333", + "issue:66251|issue:66263", + "issue:61880|issue:65192", + "issue:33119|issue:53798", + "issue:35523|issue:65362", + "issue:64978|issue:65125", + "issue:30818|issue:68851", + "issue:53873|issue:64861", + "issue:33537|issue:33554", + "issue:63609|issue:66227", + "issue:64287|issue:64291", + "issue:52454|issue:53798", + "issue:63725|issue:64830", + "issue:30818|issue:63026", + "issue:30922|issue:37431", + "issue:64252|issue:65322", + "issue:62158|issue:64566", + "issue:63366|issue:68165", + "issue:63602|issue:68587", + "issue:37142|issue:53640", + "issue:53485|issue:63026", + "issue:31442|issue:33089", + "issue:64743|issue:65603", + "issue:53689|issue:66227", + "issue:34513|issue:37566", + "issue:53749|issue:54070" + ], + "prepared_review_unit_hash": "43533bcf428c832a5562fb04b8ae47e53e316eb33e918521d908cac395d3238c", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 26, + "serialized_chars": 35479, + "estimated_input_tokens": 8870, + "estimated_eval_tokens": 17996 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This cluster is really several separate duplicate pairs, not one single bug family. The strongest matches are Telegram custom-command overwrite, webchat image upload/paste failures, CLI exit hangs, TUI message rendering stalls, and the message-tool buttons schema bug.", + "confidence": 0.87, + "canonical_issue_reason": "Issue 53749 most directly names the underlying schema defect, rather than just one symptom, and it has a near-exact duplicate in 54070.", + "canonical_pr_reason": null, + "best_issue_reason": "53749 is the clearest root-cause report in this set and the best anchor for deduplicating the message-tool schema bug.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:68057", + "right": "issue:68333", + "accept": true, + "reason": "Same Telegram native-command sync overwrite bug; one reports custom commands being lost on restart, the other says they are unconditionally overwritten on startup." + }, + { + "left": "issue:66251", + "right": "issue:66263", + "accept": false, + "reason": "Both are Codex-related, but one is a general harness-stability tracking issue and the other is a specific compaction-state bug; not the same defect." + }, + { + "left": "issue:61880", + "right": "issue:65192", + "accept": false, + "reason": "Unrelated problems: media size limits for generated videos vs accumulation of dream sessions." + }, + { + "left": "issue:33119", + "right": "issue:53798", + "accept": false, + "reason": "Different bugs in different surfaces: webchat image display vs Feishu voice-message duration metadata." + }, + { + "left": "issue:35523", + "right": "issue:65362", + "accept": false, + "reason": "TUI assistant-message rendering failure is unrelated to Ollama local-model discovery." + }, + { + "left": "issue:64978", + "right": "issue:65125", + "accept": false, + "reason": "Both involve browser attach/startup, but the failure modes differ too much to treat as the same concrete bug." + }, + { + "left": "issue:30818", + "right": "issue:68851", + "accept": true, + "reason": "Same webchat image-send failure: pasted/dragged images preview but never reach the backend/gateway." + }, + { + "left": "issue:53873", + "right": "issue:64861", + "accept": false, + "reason": "Security/CVE request is unrelated to the OpenCodex auth scope error." + }, + { + "left": "issue:33537", + "right": "issue:33554", + "accept": false, + "reason": "Both are outbound messaging bugs, but iMessage mediaLocalRoots and Discord threadId are different parameters and code paths." + }, + { + "left": "issue:63609", + "right": "issue:66227", + "accept": true, + "reason": "Same CLI hang/exit bug after command output; 66227 is just a more specific repro." + }, + { + "left": "issue:64287", + "right": "issue:64291", + "accept": false, + "reason": "Both are transcript/session issues, but one is broken parentId chaining and the other is partial replay despite an intact chain." + }, + { + "left": "issue:52454", + "right": "issue:53798", + "accept": false, + "reason": "Telegram thread-routing behavior is unrelated to Feishu audio-duration display." + }, + { + "left": "issue:63725", + "right": "issue:64830", + "accept": false, + "reason": "A file-upload feature request is unrelated to session-default thinking/reasoning settings." + }, + { + "left": "issue:30818", + "right": "issue:63026", + "accept": false, + "reason": "Both mention web UI uploads, but pasted images not being sent and file uploads routing to heartbeat are different bugs." + }, + { + "left": "issue:30922", + "right": "issue:37431", + "accept": false, + "reason": "Version-string mismatch and a web app hang are unrelated." + }, + { + "left": "issue:64252", + "right": "issue:65322", + "accept": false, + "reason": "Both are startup-time availability errors, but they target different components and failure modes." + }, + { + "left": "issue:62158", + "right": "issue:64566", + "accept": false, + "reason": "Schema rejection and docs/schema mismatch are related area-wise, but not the same underlying bug." + }, + { + "left": "issue:63366", + "right": "issue:68165", + "accept": false, + "reason": "Different problems: WhatsApp allowlist/validation-code leakage vs a mixed WhatsApp/Telegram setup failure." + }, + { + "left": "issue:63602", + "right": "issue:68587", + "accept": false, + "reason": "MCP inputSchema validation and tools/list notification-vs-request handling are distinct protocol bugs." + }, + { + "left": "issue:37142", + "right": "issue:53640", + "accept": false, + "reason": "Different providers, different auth errors, and different request modes." + }, + { + "left": "issue:53485", + "right": "issue:63026", + "accept": false, + "reason": "Web-chat history loss after update is unrelated to upload routing to the heartbeat channel." + }, + { + "left": "issue:31442", + "right": "issue:33089", + "accept": false, + "reason": "A version/install mismatch is unrelated to the /new prompt truncation/file-read problem." + }, + { + "left": "issue:64743", + "right": "issue:65603", + "accept": false, + "reason": "Model-selection drift and Azure Foundry request-schema rejection are different bugs." + }, + { + "left": "issue:53689", + "right": "issue:66227", + "accept": false, + "reason": "Model discovery failure is unrelated to the CLI exit hang." + }, + { + "left": "issue:34513", + "right": "issue:37566", + "accept": true, + "reason": "Same TUI rendering bug: incoming assistant/pushed messages stop appearing until restart." + }, + { + "left": "issue:53749", + "right": "issue:54070", + "accept": true, + "reason": "Same message-tool schema bug: buttons are incorrectly required even when the action is non-interactive." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet, and the accepted soft-edge pairs are all defensible from the issue titles: Telegram command overwrite, webchat image-send failures, CLI hang repros, TUI message-rendering failures, and the message-tool buttons schema bug. The rejected pairs are also conservative and do not overclaim. No PR-mergeability concern applies here." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 88, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:24662", + "issue:31280", + "issue:31689", + "issue:31804", + "issue:32998", + "issue:33468", + "issue:33568", + "issue:34652", + "issue:35254", + "issue:51083", + "issue:51780", + "issue:53431", + "issue:53498", + "issue:53537", + "issue:53739", + "issue:53785", + "issue:55222", + "issue:61005", + "issue:63026", + "issue:63701", + "issue:63704", + "issue:64131", + "issue:64814", + "issue:64841", + "issue:64916", + "issue:65747", + "issue:65794", + "issue:66288", + "issue:66382", + "issue:66460", + "issue:66531", + "issue:66532", + "issue:66637", + "issue:66752", + "issue:66839", + "issue:66941", + "issue:67150", + "issue:67257", + "issue:67286", + "issue:67422", + "issue:67610", + "issue:67681", + "issue:67730", + "issue:67949", + "issue:68394", + "issue:68436", + "issue:68623", + "issue:68851" + ], + "soft_pairs": [ + "issue:67949|issue:68436", + "issue:31280|issue:55222", + "issue:66382|issue:66460", + "issue:63701|issue:67610", + "issue:53785|issue:66752", + "issue:64131|issue:64916", + "issue:33468|issue:34652", + "issue:31689|issue:31804", + "issue:63026|issue:65794", + "issue:64814|issue:67257", + "issue:33568|issue:53498", + "issue:53739|issue:64841", + "issue:66637|issue:66839", + "issue:53537|issue:63704", + "issue:65747|issue:67422", + "issue:24662|issue:68851", + "issue:51083|issue:66941", + "issue:51780|issue:53431", + "issue:66288|issue:68394", + "issue:67286|issue:67681", + "issue:67730|issue:68623", + "issue:61005|issue:67150", + "issue:32998|issue:35254", + "issue:66531|issue:66532" + ], + "prepared_review_unit_hash": "149e741def7a99dafdfdb11a8e7ddf54d9c0b90b4dde84909c8fc96a305f51a2", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 35154, + "estimated_input_tokens": 8789, + "estimated_eval_tokens": 17834 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This cluster is mostly a mix of unrelated issues, with a few clear duplicate subgroups: webchat image delivery failures, macOS launchd gateway lifecycle failures, image-message disappearance in UI after assistant replies, and the embedded-agent abort feature request. Most other soft pairs should stay separate.", + "confidence": 0.86, + "canonical_issue_reason": "Issue #68851 is the best canonical issue for the webchat image-delivery bug cluster: it is the broadest and most explicit report, covering paste and drag/drop, visible previews, and the failure to send images to the gateway.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue #68851 is the strongest single issue to keep because it most completely describes the user-visible failure and subsumes the narrower earlier reports about image paste/upload not reaching the agent.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:67949", + "right": "issue:68436", + "accept": false, + "reason": "Both mention incomplete model turns, but they affect different providers and look like separate provider-specific failures." + }, + { + "left": "issue:31280", + "right": "issue:55222", + "accept": true, + "reason": "Both are macOS launchd/gateway lifecycle bugs around start/restart after service state changes; same underlying service-management issue." + }, + { + "left": "issue:66382", + "right": "issue:66460", + "accept": false, + "reason": "Both involve heartbeat/exec events, but one is prompt text loss and the other is incorrect user relay; different code paths." + }, + { + "left": "issue:63701", + "right": "issue:67610", + "accept": false, + "reason": "Both are startup-time plugin errors, but the reported failures and affected paths are different." + }, + { + "left": "issue:53785", + "right": "issue:66752", + "accept": false, + "reason": "Both are packaging/install problems, but they concern different missing artifacts and platforms." + }, + { + "left": "issue:64131", + "right": "issue:64916", + "accept": false, + "reason": "These describe different UI symptoms and do not point to the same bug." + }, + { + "left": "issue:33468", + "right": "issue:34652", + "accept": false, + "reason": "Different subsystems and failure modes: Google Chat startup vs cron scheduling." + }, + { + "left": "issue:31689", + "right": "issue:31804", + "accept": false, + "reason": "Connection error with vLLM/Qwen is unrelated to gateway pairing-required failure." + }, + { + "left": "issue:63026", + "right": "issue:65794", + "accept": false, + "reason": "One is misrouting uploaded files, the other is truncating tool-call arguments; not the same change." + }, + { + "left": "issue:64814", + "right": "issue:67257", + "accept": false, + "reason": "Plugin config initialization and missing plugin exports are different failures." + }, + { + "left": "issue:33568", + "right": "issue:53498", + "accept": false, + "reason": "Telegram Topics logging and Telegram file attachment sending are separate features with different bugs." + }, + { + "left": "issue:53739", + "right": "issue:64841", + "accept": false, + "reason": "One is a Feishu message response regression, the other is config validation for a disabled plugin entry." + }, + { + "left": "issue:66637", + "right": "issue:66839", + "accept": false, + "reason": "Both are macOS/node-related, but one is remote browser proxy failure and the other is missing capability advertisement." + }, + { + "left": "issue:53537", + "right": "issue:63704", + "accept": false, + "reason": "Model-switch infinite loop and UI mode-switch SyntaxError are unrelated." + }, + { + "left": "issue:65747", + "right": "issue:67422", + "accept": false, + "reason": "Both mention streaming, but one is a plugin/websocket input issue and the other is delayed webchat reply streaming." + }, + { + "left": "issue:24662", + "right": "issue:68851", + "accept": true, + "reason": "Same underlying webchat image-send bug: paste/upload images appear in the UI but do not reach the agent/gateway." + }, + { + "left": "issue:51083", + "right": "issue:66941", + "accept": false, + "reason": "CLI initialization ReferenceError is unrelated to gateway startup/connectivity." + }, + { + "left": "issue:51780", + "right": "issue:53431", + "accept": false, + "reason": "Different message lifecycle problems in different interfaces/channels." + }, + { + "left": "issue:66288", + "right": "issue:68394", + "accept": true, + "reason": "Same underlying image-message bug: user images disappear after assistant completion and the agent does not receive the image content." + }, + { + "left": "issue:67286", + "right": "issue:67681", + "accept": false, + "reason": "Both concern cron delivery semantics, but one is silent failure when exec is blocked and the other is duplicate delivery despite no-deliver; not the same bug." + }, + { + "left": "issue:61005", + "right": "issue:67150", + "accept": false, + "reason": "Android onboarding offline-connect behavior is unrelated to channel selection." + }, + { + "left": "issue:32998", + "right": "issue:35254", + "accept": false, + "reason": "General TUI response issues and messages misrouted to Discord DM are not the same concrete failure." + }, + { + "left": "issue:66531", + "right": "issue:66532", + "accept": true, + "reason": "Both request the same abort capability for embedded agent runs; one is the RPC and the other is the runtime API exposure." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet, and the accepted soft pairs are conservative duplicates/near-duplicates that look mergeable into single PRs for the same bug or feature. The rejected pairs are appropriately cautious given the titles alone." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 89, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:30689", + "issue:30818", + "issue:30908", + "issue:32439", + "issue:32998", + "issue:33533", + "issue:33554", + "issue:33561", + "issue:33639", + "issue:34513", + "issue:34610", + "issue:36830", + "issue:49347", + "issue:51658", + "issue:52186", + "issue:52282", + "issue:53472", + "issue:53523", + "issue:53797", + "issue:53798", + "issue:56982", + "issue:61033", + "issue:61915", + "issue:62541", + "issue:63190", + "issue:64167", + "issue:64194", + "issue:64292", + "issue:64385", + "issue:64475", + "issue:64566", + "issue:64850", + "issue:65107", + "issue:65201", + "issue:65791", + "issue:65794", + "issue:66074", + "issue:66334", + "issue:66579", + "issue:67100", + "issue:67188", + "issue:67414", + "issue:67438", + "issue:67936", + "issue:67949", + "issue:67955", + "issue:68436", + "issue:68643" + ], + "soft_pairs": [ + "issue:53472|issue:53797", + "issue:30818|issue:67414", + "issue:32998|issue:34513", + "issue:33533|issue:33554", + "issue:52186|issue:67188", + "issue:61033|issue:66579", + "issue:64194|issue:64385", + "issue:64292|issue:64850", + "issue:68436|issue:68643", + "issue:32439|issue:49347", + "issue:61915|issue:64566", + "issue:30908|issue:34610", + "issue:53798|issue:63190", + "issue:56982|issue:65201", + "issue:65794|issue:67949", + "issue:67100|issue:67438", + "issue:65107|issue:66074", + "issue:67936|issue:67955", + "issue:33533|issue:33561", + "issue:51658|issue:65791", + "issue:30689|issue:33639", + "issue:64475|issue:66334", + "issue:49347|issue:52282", + "issue:53523|issue:67936", + "issue:62541|issue:64167", + "issue:34513|issue:36830" + ], + "prepared_review_unit_hash": "1996b7e01bc064b8773a44e22e7a20f7489cf69eefa483a6017c8370411349a3", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 26, + "serialized_chars": 35322, + "estimated_input_tokens": 8831, + "estimated_eval_tokens": 17918 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Mostly unrelated bug reports with a few strong duplicate-like pairs: ComfyUI schema/runtime mismatch, browser SSRF policy regression, session model override persistence, and version-display mismatch. The WhatsApp/Telegram config-loss vs openclaw.json truncation pair is not strong enough to treat as the same bug from titles alone.", + "confidence": 0.92, + "canonical_issue_reason": "Issue 61915 is the clearest and most actionable duplicate candidate: it names the exact ComfyUI keys and describes a concrete schema/runtime mismatch directly.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 61915 is the best representative issue because it is specific, reproducible, and maps cleanly to a single fix; the paired report 64566 is broader and less concrete.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:53472", + "right": "issue:53797", + "accept": false, + "reason": "Different provider/path failures for /btw: GLM tool parsing error vs GitHub Copilot model support error." + }, + { + "left": "issue:30818", + "right": "issue:67414", + "accept": false, + "reason": "Both involve pasted images, but one is about sending to backend and the other is blank preview/history reprocessing." + }, + { + "left": "issue:32998", + "right": "issue:34513", + "accept": false, + "reason": "Both are TUI-related, but one is message response/interaction and the other is message rendering stopping." + }, + { + "left": "issue:33533", + "right": "issue:33554", + "accept": false, + "reason": "Different integrations and bugs: Signal mediaLocalRoots handling vs Discord threadId ignored." + }, + { + "left": "issue:52186", + "right": "issue:67188", + "accept": false, + "reason": "One is a specific ElevenLabs/OpenAI playback mix-up; the other is too vague to establish the same underlying bug." + }, + { + "left": "issue:61033", + "right": "issue:66579", + "accept": false, + "reason": "Both are WhatsApp bugs, but self-message infinite loops and plugin-hook cancellation are distinct code paths." + }, + { + "left": "issue:64194", + "right": "issue:64385", + "accept": false, + "reason": "Config loss after restart/upgrade and random openclaw.json truncation are related symptoms at best, but the packet does not establish the same bug or code path." + }, + { + "left": "issue:64292", + "right": "issue:64850", + "accept": false, + "reason": "Different spawn failures: sessions_spawn authorization for agentId vs ACP runtime backend unavailable." + }, + { + "left": "issue:68436", + "right": "issue:68643", + "accept": false, + "reason": "Both are OpenRouter issues, but payloads=0 on direct success and wrong base URL are different concrete failure modes." + }, + { + "left": "issue:32439", + "right": "issue:49347", + "accept": false, + "reason": "Both mention install problems, but mac install failure and generic pnpm install failure are not the same bug." + }, + { + "left": "issue:61915", + "right": "issue:64566", + "accept": true, + "reason": "These describe the same ComfyUI provider contract mismatch between docs/schema/runtime, including the same keys." + }, + { + "left": "issue:30908", + "right": "issue:34610", + "accept": false, + "reason": "The first is a duplicate-plugin warning on restart; the second is a composite report about version display, restart notification, and a browser leak." + }, + { + "left": "issue:53798", + "right": "issue:63190", + "accept": false, + "reason": "Both handle voice media, but Feishu duration display and Telegram ASR pipeline routing are different bugs." + }, + { + "left": "issue:56982", + "right": "issue:65201", + "accept": false, + "reason": "Both are doctor false positives around gateway auth, but trusted-proxy auth and secrets-handled token checks are separate checks." + }, + { + "left": "issue:65794", + "right": "issue:67949", + "accept": false, + "reason": "Different symptoms and paths: truncated tool arguments in web chat vs Ollama model failure in infer/web UI." + }, + { + "left": "issue:67100", + "right": "issue:67438", + "accept": false, + "reason": "Onboard channel-selection TypeError and Feishu QR code onboarding failure are unrelated." + }, + { + "left": "issue:65107", + "right": "issue:66074", + "accept": true, + "reason": "Both point to the same browser SSRF-policy regression: hostname URLs are rejected unless they are IP-literals." + }, + { + "left": "issue:67936", + "right": "issue:67955", + "accept": false, + "reason": "Matrix startup failure and Slack route 404 are different channel-specific regressions." + }, + { + "left": "issue:33533", + "right": "issue:33561", + "accept": false, + "reason": "Same broad messaging area, but Signal mediaLocalRoots and Mattermost threadId fallback are unrelated." + }, + { + "left": "issue:51658", + "right": "issue:65791", + "accept": false, + "reason": "Different feature requests for different providers: Brave baseUrl vs Exa apiKey secretRef." + }, + { + "left": "issue:30689", + "right": "issue:33639", + "accept": true, + "reason": "Both report the UI showing the wrong version source after update; the symptoms align with a shared version-metadata bug." + }, + { + "left": "issue:64475", + "right": "issue:66334", + "accept": true, + "reason": "Same session override problem: a model_change record persists and is not cleared on /new or /reset." + }, + { + "left": "issue:49347", + "right": "issue:52282", + "accept": false, + "reason": "Generic pnpm install failure and a Windows path quoting failure in ui:build are not the same issue." + }, + { + "left": "issue:53523", + "right": "issue:67936", + "accept": false, + "reason": "Both affect Matrix, but a homeserver-caused core dump and a post-update channel start failure are not enough to merge as one bug." + }, + { + "left": "issue:62541", + "right": "issue:64167", + "accept": false, + "reason": "Different configs and outcomes: dreaming config blocks agent creation vs extraDirs changes available_skills ordering." + }, + { + "left": "issue:34513", + "right": "issue:36830", + "accept": false, + "reason": "Both are TUI bugs, but message rendering stops and keyboard handling breaking are separate problems." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "One accepted soft-edge pair is too speculative for the packet: issue:64194 vs issue:64385. The titles only show config loss after restart/upgrade versus random truncation of openclaw.json; that does not firmly establish the same bug or even the same code path. Because the summary also groups this as the same \"config corruption\" regression, it overstates the evidence. The other conservative rejections are fine, but this pair should not be accepted on the packet alone." + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 90, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:33879", + "issue:34530", + "issue:49347", + "issue:49885", + "issue:50401", + "issue:51554", + "issue:53135", + "issue:53376", + "issue:53648", + "issue:53813", + "issue:53958", + "issue:57542", + "issue:59943", + "issue:62623", + "issue:63816", + "issue:63923", + "issue:64048", + "issue:64055", + "issue:64283", + "issue:64352", + "issue:64633", + "issue:64634", + "issue:64710", + "issue:64793", + "issue:64850", + "issue:65078", + "issue:65304", + "issue:65360", + "issue:65430", + "issue:65595", + "issue:65728", + "issue:66090", + "issue:66173", + "issue:66288", + "issue:66674", + "issue:66860", + "issue:66861", + "issue:67288", + "issue:67454", + "issue:67473", + "issue:67517", + "issue:67629", + "issue:67786", + "issue:68326", + "issue:68376", + "issue:68508", + "issue:68540", + "issue:68788" + ], + "soft_pairs": [ + "issue:64710|issue:64793", + "issue:64048|issue:64850", + "issue:63816|issue:66090", + "issue:57542|issue:67786", + "issue:53648|issue:67454", + "issue:59943|issue:65595", + "issue:64352|issue:66090", + "issue:62623|issue:65430", + "issue:66674|issue:67517", + "issue:66860|issue:66861", + "issue:49885|issue:64283", + "issue:34530|issue:64634", + "issue:49347|issue:53135", + "issue:50401|issue:53376", + "issue:67288|issue:68326", + "issue:51554|issue:65360", + "issue:65078|issue:68508", + "issue:65304|issue:68788", + "issue:53813|issue:68376", + "issue:53958|issue:67629", + "issue:33879|issue:53135", + "issue:63923|issue:67473", + "issue:64633|issue:66173", + "issue:66288|issue:68540", + "issue:64055|issue:65728" + ], + "prepared_review_unit_hash": "b9260968c8f27138245481361b194ee75827f08f8d4790f3f1a08d808f14895d", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 25, + "serialized_chars": 35525, + "estimated_input_tokens": 8882, + "estimated_eval_tokens": 18020 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This is not one coherent duplicate cluster; it splits into several unrelated bug families. The only strong duplicate pairs are image-tool/provider routing (59943/65595), context-window display (51554/65360), and Cloudflare/HTML error misclassification (66674/67517).", + "confidence": 0.86, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": "issue:59943 is the cleanest representative of a true duplicate pair: it states the concrete image-tool failure clearly and maps directly to the provider-prefix/root-cause report in 65595.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:64710", + "right": "issue:64793", + "accept": false, + "reason": "Related timeout symptom, but one is an Ollama call timing out and the other is a UI error-surfacing problem; not the same underlying bug." + }, + { + "left": "issue:64048", + "right": "issue:64850", + "accept": false, + "reason": "Both mention qwen/runtime startup issues, but the reported failures differ (general Ollama/OpenClaw startup vs backend unavailable on spawn) and the code-path is not clearly the same." + }, + { + "left": "issue:63816", + "right": "issue:66090", + "accept": false, + "reason": "Both are WhatsApp media-send complaints, but the evidence is too generic to confirm the same concrete defect or merge them into one fix." + }, + { + "left": "issue:57542", + "right": "issue:67786", + "accept": false, + "reason": "Different Google Chat auth paths: one is app-url auth/appPrincipal behavior, the other is inbound webhook 401 handling." + }, + { + "left": "issue:53648", + "right": "issue:67454", + "accept": false, + "reason": "Both involve UI text in control surfaces, but one is a skills search box default value issue and the other is empty assistant payloads in Telegram/Control UI." + }, + { + "left": "issue:59943", + "right": "issue:65595", + "accept": true, + "reason": "Same image-tool/provider-routing bug: 59943 reports 'Unknown model' for Ollama image input, and 65595 explicitly identifies the hardcoded 'openai/' prefix / ignored provider config root cause." + }, + { + "left": "issue:62623", + "right": "issue:65430", + "accept": false, + "reason": "Both are inbound media ingestion problems, but they are on different integrations and failure modes (Slack DM download regression vs BlueBubbles empty attachments)." + }, + { + "left": "issue:66674", + "right": "issue:67517", + "accept": true, + "reason": "Same underlying provider error-handling bug: Cloudflare/HTML responses are being misclassified as DNS/rate-limit failures, causing misleading errors and a stuck UI." + }, + { + "left": "issue:66860", + "right": "issue:66861", + "accept": false, + "reason": "Both are resume/compaction-related, but they describe different defects (missing-session recovery pruning vs post-compaction resume quality)." + }, + { + "left": "issue:49885", + "right": "issue:64283", + "accept": false, + "reason": "Both concern google-vertex credentials, but one is ADC/profile resolution and the other is env-var loss after reinstall; related area, not the same bug." + }, + { + "left": "issue:34530", + "right": "issue:64634", + "accept": false, + "reason": "Both touch cron scheduling, but one is skipped runs after restart and the other is incorrect nextRunAtMs at creation; different code paths." + }, + { + "left": "issue:49347", + "right": "issue:53135", + "accept": false, + "reason": "Build/install failures in general, but pnpm install failure and missing UI assets are distinct problems." + }, + { + "left": "issue:50401", + "right": "issue:53376", + "accept": false, + "reason": "Both are 400 errors, but they are separate integration failures with different validation rules and request shapes." + }, + { + "left": "issue:67288", + "right": "issue:68326", + "accept": false, + "reason": "Different Bedrock/provider issues: unnecessary discovery calls vs wrong default sub-agent provider/model selection." + }, + { + "left": "issue:51554", + "right": "issue:65360", + "accept": true, + "reason": "Same context-window display bug: both report the UI/status showing the wrong context window value for a model." + }, + { + "left": "issue:65078", + "right": "issue:68508", + "accept": false, + "reason": "Different transcript problems: hidden Telegram transcript vs leaked system events in WebChat/Control UI after async exec." + }, + { + "left": "issue:65304", + "right": "issue:68788", + "accept": false, + "reason": "Both are Windows tool-launch failures, but one is missing required parameters and the other is 'claude' missing from the allowlist/ENOENT." + }, + { + "left": "issue:53813", + "right": "issue:68376", + "accept": false, + "reason": "Both mention exec/tool invocation, but one loses the command parameter on consecutive calls and the other restarts unexpectedly in the chat box." + }, + { + "left": "issue:53958", + "right": "issue:67629", + "accept": false, + "reason": "Different feature requests: config file path in Overview vs cron run-state/identifier display." + }, + { + "left": "issue:33879", + "right": "issue:53135", + "accept": false, + "reason": "Both are build-related, but Docker TypeScript build errors and missing Control UI assets are separate issues." + }, + { + "left": "issue:63923", + "right": "issue:67473", + "accept": false, + "reason": "Both are auto-compaction complaints, but one is about custom context-window/summary size and the other is threshold firing in an embedded runner; not clearly the same defect." + }, + { + "left": "issue:64633", + "right": "issue:66173", + "accept": false, + "reason": "Completely different problems: gibberish speaking vs umbrella/OpenClaw update lag." + }, + { + "left": "issue:66288", + "right": "issue:68540", + "accept": false, + "reason": "Both are image-attachment handling issues, but they affect different channels and directions (webchat inbound images vs Feishu outbound local files)." + }, + { + "left": "issue:64055", + "right": "issue:65728", + "accept": false, + "reason": "Different gateway startup failures: port-in-use on arm64 restart vs unauthorized on gateway run." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The analysis stays grounded in the packet: it treats most pairs conservatively as related-but-not-duplicate and only accepts the three strongest title-level matches (59943/65595, 51554/65360, 66674/67517). The summary does not overreach beyond the available evidence." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 91, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:32933", + "issue:33053", + "issue:33354", + "issue:34582", + "issue:34610", + "issue:35389", + "issue:35861", + "issue:51174", + "issue:51505", + "issue:51554", + "issue:51809", + "issue:52605", + "issue:52729", + "issue:53384", + "issue:53785", + "issue:61211", + "issue:61880", + "issue:63144", + "issue:63225", + "issue:63366", + "issue:63484", + "issue:64186", + "issue:64352", + "issue:64395", + "issue:65182", + "issue:65327", + "issue:65362", + "issue:65516", + "issue:65747", + "issue:65862", + "issue:65863", + "issue:66641", + "issue:66728", + "issue:66833", + "issue:67168", + "issue:67358", + "issue:67408", + "issue:67425", + "issue:67438", + "issue:67684", + "issue:68002", + "issue:68120", + "issue:68222", + "issue:68309", + "issue:68394", + "issue:68447", + "issue:68643", + "issue:68661" + ], + "soft_pairs": [ + "issue:64186|issue:68002", + "issue:65182|issue:68394", + "issue:66728|issue:67358", + "issue:66833|issue:67425", + "issue:35389|issue:35861", + "issue:52605|issue:52729", + "issue:33053|issue:64395", + "issue:51174|issue:51554", + "issue:65747|issue:67408", + "issue:67438|issue:67684", + "issue:65862|issue:65863", + "issue:66641|issue:67168", + "issue:63225|issue:65362", + "issue:32933|issue:34610", + "issue:63144|issue:65327", + "issue:51809|issue:68447", + "issue:34582|issue:64352", + "issue:51505|issue:53384", + "issue:33354|issue:53785", + "issue:63366|issue:68661", + "issue:61211|issue:65516", + "issue:68120|issue:68643", + "issue:61880|issue:68309", + "issue:63484|issue:68222" + ], + "prepared_review_unit_hash": "ad7fefbe01695975b1d8b8e1ac86a500df8dfe2298729458aead05c886154c20", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 35351, + "estimated_input_tokens": 8838, + "estimated_eval_tokens": 17932 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Mostly a heterogeneous cluster. The ACP exit-code-5 reports look like the same underlying runtime bug; the OpenRouter items share a theme but do not have enough shared evidence or matching failure mode to treat as duplicates.", + "confidence": 0.88, + "canonical_issue_reason": "Issue:35861 is the clearest representative of the strongest supported duplicate family: it gives the most concrete ACP runtime failure description (sessions_spawn exit code 5 / ACP_TURN_FAILED) and directly matches the related ACP report.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue:35861 is the best global issue candidate because it is the most concrete, reproducible, and tightly scoped bug in the cluster, with a direct sibling report that appears to describe the same ACP failure.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:64186", + "right": "issue:68002", + "accept": false, + "reason": "Both mention Ollama, but one is about local CLI selection and the other about TUI reply behavior; different symptoms and no shared code path shown." + }, + { + "left": "issue:65182", + "right": "issue:68394", + "accept": false, + "reason": "Both involve UI output, but one is about stripping final tags while the other is about image messages disappearing after assistant completion; not the same bug." + }, + { + "left": "issue:66728", + "right": "issue:67358", + "accept": false, + "reason": "Same trim exception shape, but they occur in different onboarding flows and the packet gives no direct evidence of a shared underlying defect." + }, + { + "left": "issue:66833", + "right": "issue:67425", + "accept": false, + "reason": "They only share a broad OpenRouter/streaming theme; the packet does not show shared files, targets, or a direct linkage, and the failure modes differ (reasoning_details/payloads=0 vs replayInvalid/livenessState=abandoned)." + }, + { + "left": "issue:35389", + "right": "issue:35861", + "accept": true, + "reason": "Strong ACP match: both report ACP_TURN_FAILED / exit code 5 during session spawn or turn execution, pointing to the same underlying runtime bug." + }, + { + "left": "issue:52605", + "right": "issue:52729", + "accept": false, + "reason": "Both are webhook 404 reports, but they affect different channels/routes and the packet does not indicate the same cause." + }, + { + "left": "issue:33053", + "right": "issue:64395", + "accept": false, + "reason": "Unrelated messaging-channel issues: QQ cron announcements versus Weixin throughput limits." + }, + { + "left": "issue:51174", + "right": "issue:51554", + "accept": false, + "reason": "Different status/probe output bugs: allowFrom truncation versus wrong context-window display." + }, + { + "left": "issue:65747", + "right": "issue:67408", + "accept": false, + "reason": "Different products and symptoms; one is Dingding plugin stream-mode access failure, the other a generic OpenRouter parser bug." + }, + { + "left": "issue:67438", + "right": "issue:67684", + "accept": false, + "reason": "One is Feishu QR onboarding, the other is a generic undefined-trim onboarding crash; no evidence of the same root cause." + }, + { + "left": "issue:65862", + "right": "issue:65863", + "accept": false, + "reason": "A missing onboarding provider entry and a docs provider-index omission are related only at a high level, not the same bug." + }, + { + "left": "issue:66641", + "right": "issue:67168", + "accept": false, + "reason": "Installer QuickStart crash versus logging.file not applied; both touch setup/config but are unrelated failure modes." + }, + { + "left": "issue:63225", + "right": "issue:65362", + "accept": false, + "reason": "Different build/runtime problems: missing npm module versus Ollama local model lookup failure." + }, + { + "left": "issue:32933", + "right": "issue:34610", + "accept": false, + "reason": "Gateway restart timeout/result loss is not the same as update/restart notification and memory-leak issues." + }, + { + "left": "issue:63144", + "right": "issue:65327", + "accept": false, + "reason": "Both are SSRF-policy feature requests, but they ask for different knobs and use cases; not the same change." + }, + { + "left": "issue:51809", + "right": "issue:68447", + "accept": false, + "reason": "Both involve provider-prefixed model IDs, but one is a dashboard picker bug and the other is LM Studio routing; too broad to merge." + }, + { + "left": "issue:34582", + "right": "issue:64352", + "accept": false, + "reason": "Different WhatsApp regressions: one is message visibility tied to terminal interaction, the other is media-send dropping attachments." + }, + { + "left": "issue:51505", + "right": "issue:53384", + "accept": false, + "reason": "Both mention streaming/thinking, but one is WebSocket event forwarding and the other is partial text-block dropping; not the same code path." + }, + { + "left": "issue:33354", + "right": "issue:53785", + "accept": false, + "reason": "Agent workspace-skill loading and missing Matrix crypto binary are unrelated startup/package issues." + }, + { + "left": "issue:63366", + "right": "issue:68661", + "accept": false, + "reason": "Both mention allowlist/approval behavior, but one is WhatsApp pairing-code leakage and the other is heredoc triggering approvals; distinct bugs." + }, + { + "left": "issue:61211", + "right": "issue:65516", + "accept": false, + "reason": "Both are build failures, but the missing contract-surface source and missing bundle-a2ui.sh are different packaging problems." + }, + { + "left": "issue:68120", + "right": "issue:68643", + "accept": false, + "reason": "OpenRouter is common, but empty assistant messages and wrong base URL are different failure modes and not one mergeable fix." + }, + { + "left": "issue:61880", + "right": "issue:68309", + "accept": false, + "reason": "Different tool/model issues: media-size limits for video generation versus a thinking-enabled Mistral behavior bug." + }, + { + "left": "issue:63484", + "right": "issue:68222", + "accept": false, + "reason": "Both involve interrupted long-running work, but the heartbeat/tool-error behavior and Kimi Code sessions_yield interruptions appear to be different bugs." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "The overall summary is mostly grounded, but one soft-edge verdict is too strong for the evidence in the packet. In particular, issue:66833 and issue:67425 only share a broad OpenRouter/streaming theme; the packet does not show shared files, targets, or a direct linkage, and the failure modes differ (Qwen3 reasoning_details/payloads=0 vs embedded runner replayInvalid/livenessState=abandoned). That makes the duplicate/merge call less conservative than required. The ACP pair is better supported, but the OpenRouter pair overstates the evidence." + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 92, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:30314", + "issue:30917", + "issue:32678", + "issue:33053", + "issue:34582", + "issue:34652", + "issue:35859", + "issue:36811", + "issue:37344", + "issue:51609", + "issue:53269", + "issue:53318", + "issue:53640", + "issue:53666", + "issue:53798", + "issue:54076", + "issue:57055", + "issue:62868", + "issue:62903", + "issue:63190", + "issue:63366", + "issue:63752", + "issue:63968", + "issue:64238", + "issue:64252", + "issue:64385", + "issue:64814", + "issue:64894", + "issue:64916", + "issue:65129", + "issue:65156", + "issue:65184", + "issue:65317", + "issue:65514", + "issue:65600", + "issue:65704", + "issue:66004", + "issue:66078", + "issue:66202", + "issue:66219", + "issue:66406", + "issue:66833", + "issue:67264", + "issue:67438", + "issue:67454", + "issue:67949", + "issue:68413", + "issue:68605" + ], + "soft_pairs": [ + "issue:30917|issue:64238", + "issue:34652|issue:66004", + "issue:51609|issue:65317", + "issue:53798|issue:68605", + "issue:57055|issue:67264", + "issue:64252|issue:66202", + "issue:30314|issue:65129", + "issue:63366|issue:66078", + "issue:33053|issue:34582", + "issue:66406|issue:67438", + "issue:54076|issue:64894", + "issue:62868|issue:62903", + "issue:32678|issue:37344", + "issue:63190|issue:64916", + "issue:35859|issue:36811", + "issue:53640|issue:63752", + "issue:64385|issue:64814", + "issue:65156|issue:65704", + "issue:53666|issue:63968", + "issue:67949|issue:68413", + "issue:53269|issue:53318", + "issue:66833|issue:67454", + "issue:65514|issue:65600", + "issue:65184|issue:66219" + ], + "prepared_review_unit_hash": "3e6ee60fba176be9f50ae64743206ad115ce45d89f24b13e51daa38e13520375", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 35152, + "estimated_input_tokens": 8788, + "estimated_eval_tokens": 17832 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This cluster is mostly a broad grab bag of unrelated bugs that only share superficial subsystem keywords (cron, chat plugins, sandbox, auth, models, packaging). None of the soft pairs look like true duplicates of the same underlying bug/change, so I would not collapse any of them together.", + "confidence": 0.94, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": null, + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:30917", + "right": "issue:64238", + "accept": false, + "reason": "Different regressions: Telegram model support failure vs an OpenClaw unknown-model lookup error." + }, + { + "left": "issue:34652", + "right": "issue:66004", + "accept": false, + "reason": "Cron scheduling never computing next wake time is a different code path from subagent timeout/frozenResultText handling." + }, + { + "left": "issue:51609", + "right": "issue:65317", + "accept": false, + "reason": "Both mention python helpers, but one is a missing python3 runtime in sandbox and the other is a writable-sandbox mutation-helper lookup failure." + }, + { + "left": "issue:53798", + "right": "issue:68605", + "accept": false, + "reason": "Different media bugs: Feishu audio duration metadata vs webchat image persistence/display." + }, + { + "left": "issue:57055", + "right": "issue:67264", + "accept": false, + "reason": "SSRF policy being ignored and tilde-expanding executablePath are unrelated browser/gateway defects." + }, + { + "left": "issue:64252", + "right": "issue:66202", + "accept": false, + "reason": "Host-unavailable transport error vs ollama models disappearing after upgrade are not the same failure." + }, + { + "left": "issue:30314", + "right": "issue:65129", + "accept": false, + "reason": "Announce delivery to group chats and cron --model override being ignored are distinct cron bugs." + }, + { + "left": "issue:63366", + "right": "issue:66078", + "accept": false, + "reason": "WhatsApp dmPolicy leakage and unknown memory embedding provider are unrelated subsystems." + }, + { + "left": "issue:33053", + "right": "issue:34582", + "accept": false, + "reason": "QQ Bot announce filtering system messages and WhatsApp messages only appearing when typing in terminal are different symptoms/code paths." + }, + { + "left": "issue:66406", + "right": "issue:67438", + "accept": false, + "reason": "Feishu reaction API validation and FeiShu QR-code onboarding failure are unrelated." + }, + { + "left": "issue:54076", + "right": "issue:64894", + "accept": false, + "reason": "Both involve login, but account-deletion redirect loops and OAuth invalid_scope/model.request failures are different bugs." + }, + { + "left": "issue:62868", + "right": "issue:62903", + "accept": false, + "reason": "Related Telegram packaging area, but missing channel.setup.js and doctor rewriting config to a minimal stub are not the same concrete bug." + }, + { + "left": "issue:32678", + "right": "issue:37344", + "accept": false, + "reason": "Feishu binding misrouting and Discord fetch/proxy failures are unrelated." + }, + { + "left": "issue:63190", + "right": "issue:64916", + "accept": false, + "reason": "Voice-note ASR pipeline omission and web UI image arriving empty are different media-flow issues." + }, + { + "left": "issue:35859", + "right": "issue:36811", + "accept": false, + "reason": "Both mention Telegram forwarding, but one is broad forwarding to the wrong channel and the other is leaking NO_REPLY text; not the same path." + }, + { + "left": "issue:53640", + "right": "issue:63752", + "accept": false, + "reason": "Gemini API_KEY_INVALID and Anthropic key-not-found are provider-specific auth issues with different causes." + }, + { + "left": "issue:64385", + "right": "issue:64814", + "accept": false, + "reason": "Config file truncation/corruption is different from api.pluginConfig being null at plugin registration." + }, + { + "left": "issue:65156", + "right": "issue:65704", + "accept": false, + "reason": "sqlite-vec function registration failure on v4.11 and Windows load failure are different platform-specific issues." + }, + { + "left": "issue:53666", + "right": "issue:63968", + "accept": false, + "reason": "Memory index reporting 0 chunks and missing qa/scenarios/index.md are unrelated regressions." + }, + { + "left": "issue:67949", + "right": "issue:68413", + "accept": false, + "reason": "Both say direct provider API works, but Ollama web/infer failure and Moonshot first-chunk timeout are different provider paths." + }, + { + "left": "issue:53269", + "right": "issue:53318", + "accept": false, + "reason": "Both are media/schema complaints, but Discord components v2 guidance and Feishu card-parameter incompatibility are not the same change." + }, + { + "left": "issue:66833", + "right": "issue:67454", + "accept": false, + "reason": "OpenRouter Qwen3 reasoning_details stream parsing and generic empty payloads in Telegram/UI are too different to treat as one bug." + }, + { + "left": "issue:65514", + "right": "issue:65600", + "accept": false, + "reason": "Both affect compaction, but one is MiniMax tokenBudget propagation and the other is a stale totalTokensFresh flag." + }, + { + "left": "issue:65184", + "right": "issue:66219", + "accept": false, + "reason": "Browser executablePath tilde expansion and doctor repair re-embedding tokens are unrelated." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 93, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:30152", + "issue:30308", + "issue:31119", + "issue:31260", + "issue:32439", + "issue:32913", + "issue:34353", + "issue:34830", + "issue:36182", + "issue:53135", + "issue:53235", + "issue:53295", + "issue:53386", + "issue:53431", + "issue:53547", + "issue:53689", + "issue:53705", + "issue:54070", + "issue:55276", + "issue:57072", + "issue:61412", + "issue:63704", + "issue:63759", + "issue:64174", + "issue:64395", + "issue:64644", + "issue:64756", + "issue:64783", + "issue:64852", + "issue:64900", + "issue:64991", + "issue:65510", + "issue:65685", + "issue:65740", + "issue:65763", + "issue:66006", + "issue:66046", + "issue:66500", + "issue:66639", + "issue:67151", + "issue:67188", + "issue:67687", + "issue:67955", + "issue:67984", + "issue:68028", + "issue:68108", + "issue:68466", + "issue:68804" + ], + "soft_pairs": [ + "issue:63704|issue:64756", + "issue:64900|issue:68108", + "issue:63759|issue:65685", + "issue:55276|issue:66500", + "issue:67151|issue:68466", + "issue:53431|issue:65740", + "issue:30308|issue:64395", + "issue:30152|issue:65763", + "issue:53235|issue:66006", + "issue:34353|issue:67687", + "issue:64852|issue:64991", + "issue:64174|issue:66046", + "issue:61412|issue:67188", + "issue:32439|issue:67984", + "issue:57072|issue:67955", + "issue:64644|issue:66639", + "issue:31119|issue:32913", + "issue:53295|issue:54070", + "issue:34830|issue:36182", + "issue:53547|issue:53705", + "issue:65510|issue:68028", + "issue:53386|issue:64783", + "issue:53135|issue:53689", + "issue:31260|issue:68804" + ], + "prepared_review_unit_hash": "59694e5f6f57835300113f1561af49df759a5ca9615b4a9bec358382a6d8fd25", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 35019, + "estimated_input_tokens": 8755, + "estimated_eval_tokens": 17766 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Mostly unrelated issues with a few clear duplicate pairs around model allowlisting, remote CDP status false-negatives, stale version display, and SecretRef-backed API key handling.", + "confidence": 0.88, + "canonical_issue_reason": "No single canonical issue covers the whole set; the items split into several unrelated bug families, with only a few localized duplicate pairs.", + "canonical_pr_reason": null, + "best_issue_reason": "No global best issue: the set is heterogeneous, so any one issue would misrepresent most of the cluster.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:63704", + "right": "issue:64756", + "accept": false, + "reason": "Different UI bugs: config-page raw-mode parsing error vs dreaming dashboard text overlap." + }, + { + "left": "issue:64900", + "right": "issue:68108", + "accept": true, + "reason": "Both are remote CDP status false-negatives despite live targets; 68108 pinpoints the resolver returning {} for the same code path." + }, + { + "left": "issue:63759", + "right": "issue:65685", + "accept": false, + "reason": "Both involve typing indicators, but one is late startup and the other is premature clearing; not the same concrete bug." + }, + { + "left": "issue:55276", + "right": "issue:66500", + "accept": false, + "reason": "Both mention garbled paths/filenames, but one is session-entry capping and the other is inbound media encoding." + }, + { + "left": "issue:67151", + "right": "issue:68466", + "accept": false, + "reason": "Both involve dropped URL-like content, but the Discord https stripping and upgrade-time chunk-import regression are different code paths." + }, + { + "left": "issue:53431", + "right": "issue:65740", + "accept": false, + "reason": "WebSocket problems in different systems: Feishu message ingestion vs Chrome CDP connection startup." + }, + { + "left": "issue:30308", + "right": "issue:64395", + "accept": false, + "reason": "Different channels and failure modes; Feishu formatting break is not the same as Weixin message-count limits." + }, + { + "left": "issue:30152", + "right": "issue:65763", + "accept": true, + "reason": "Same underlying allowlist/catalog mismatch: valid provider-registered models are rejected as not allowed unless aliased." + }, + { + "left": "issue:53235", + "right": "issue:66006", + "accept": false, + "reason": "Webchat rendering disappearance and auto-scroll behavior are separate UI issues." + }, + { + "left": "issue:34353", + "right": "issue:67687", + "accept": false, + "reason": "Both mention requireMention, but the symptoms and channels differ: unwanted Discord replies vs Feishu messages not entering the session." + }, + { + "left": "issue:64852", + "right": "issue:64991", + "accept": false, + "reason": "Both are auth regressions, but they affect different providers and report different failures." + }, + { + "left": "issue:64174", + "right": "issue:66046", + "accept": false, + "reason": "Different provider-specific OAuth/auth regressions (OpenAI Codex vs Google Vertex)." + }, + { + "left": "issue:61412", + "right": "issue:67188", + "accept": false, + "reason": "MiniMax TTS/provider misregistration is not the same as an unspecific TTS issue." + }, + { + "left": "issue:32439", + "right": "issue:67984", + "accept": false, + "reason": "Generic mac install failure and npm install regression are too different to treat as duplicates." + }, + { + "left": "issue:57072", + "right": "issue:67955", + "accept": false, + "reason": "Chat UI session desync and Slack route 404 are unrelated." + }, + { + "left": "issue:64644", + "right": "issue:66639", + "accept": false, + "reason": "Both touch MiniMax image features, but one is empty chat content during image understanding and the other is unsupported backend selection." + }, + { + "left": "issue:31119", + "right": "issue:32913", + "accept": true, + "reason": "Both report stale version/status text after upgrade; 32913 identifies the wrong version source, matching 31119's symptom." + }, + { + "left": "issue:53295", + "right": "issue:54070", + "accept": false, + "reason": "Same message tool area, but different validation mistakes: required card vs required buttons array." + }, + { + "left": "issue:34830", + "right": "issue:36182", + "accept": false, + "reason": "Both are 401s, but one is a missing-auth-header bug and the other is a provider-specific OpenRouter error." + }, + { + "left": "issue:53547", + "right": "issue:53705", + "accept": false, + "reason": "Workspace bootstrap loading and destructive delete behavior are separate bugs." + }, + { + "left": "issue:65510", + "right": "issue:68028", + "accept": true, + "reason": "Both show SecretRef-backed API keys passing config validation but failing at runtime, indicating a shared secret-resolution bug." + }, + { + "left": "issue:53386", + "right": "issue:64783", + "accept": false, + "reason": "Different Feishu/WhatsApp and runtime-error vs echo-filtering failures; not the same bug." + }, + { + "left": "issue:53135", + "right": "issue:53689", + "accept": false, + "reason": "Control UI asset loading and model lookup failure are unrelated." + }, + { + "left": "issue:31260", + "right": "issue:68804", + "accept": false, + "reason": "Both are channel status warnings, but on different channels and without evidence of the same underlying status-check bug." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet and stays conservative overall. The cluster is clearly heterogeneous, and the few accepted soft pairs are plausibly same-bug families from the titles/body descriptions: model allowlisting, remote CDP false-negatives, stale version display, and SecretRef-backed API key runtime failures. I don\u2019t see overstatement severe enough to reject." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 94, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:30025", + "issue:30308", + "issue:30962", + "issue:32812", + "issue:33089", + "issue:33119", + "issue:33259", + "issue:34656", + "issue:34830", + "issue:35397", + "issue:35556", + "issue:36672", + "issue:37344", + "issue:37494", + "issue:37546", + "issue:46002", + "issue:48479", + "issue:50966", + "issue:51554", + "issue:52328", + "issue:52677", + "issue:53233", + "issue:53591", + "issue:53648", + "issue:53783", + "issue:53785", + "issue:53857", + "issue:62089", + "issue:62880", + "issue:63486", + "issue:63704", + "issue:64296", + "issue:64374", + "issue:65590", + "issue:65613", + "issue:65645", + "issue:66046", + "issue:66173", + "issue:66381", + "issue:66785", + "issue:66907", + "issue:67218", + "issue:67667", + "issue:67926", + "issue:67986", + "issue:68172", + "issue:68540", + "issue:68735" + ], + "soft_pairs": [ + "issue:35397|issue:66785", + "issue:53785|issue:63486", + "issue:30962|issue:37344", + "issue:66381|issue:66907", + "issue:50966|issue:65645", + "issue:53591|issue:62089", + "issue:30025|issue:64296", + "issue:48479|issue:53233", + "issue:64374|issue:68172", + "issue:33089|issue:37546", + "issue:52328|issue:62880", + "issue:32812|issue:37494", + "issue:52677|issue:53857", + "issue:33259|issue:53648", + "issue:65590|issue:67218", + "issue:30308|issue:35556", + "issue:36672|issue:68735", + "issue:48479|issue:66046", + "issue:51554|issue:67667", + "issue:53783|issue:66173", + "issue:65613|issue:67986", + "issue:46002|issue:62089", + "issue:34656|issue:34830", + "issue:63704|issue:67926", + "issue:33119|issue:68540" + ], + "prepared_review_unit_hash": "77ce14ec5668596a2e01d8415a905d88b62360cfa5dd5aa0bb70ea9404955dd8", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 25, + "serialized_chars": 35550, + "estimated_input_tokens": 8888, + "estimated_eval_tokens": 18032 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This cluster is highly heterogeneous: the soft pairs are mostly superficial title overlaps across unrelated subsystems (UI, Feishu/Discord/Telegram, auth, model/provider routing, packaging, and transport). I would not collapse any of the suggested pairs into duplicates.", + "confidence": 0.88, + "canonical_issue_reason": "No single issue is a safe canonical because the cluster does not describe one underlying bug; the candidates span unrelated failures and the soft pairs are only loosely similar in wording.", + "canonical_pr_reason": null, + "best_issue_reason": "No global best issue is suitable as a canonical representative. Issue 34656 is the most detailed single report, but it is still just one of many unrelated bugs in this mixed cluster.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:35397", + "right": "issue:66785", + "accept": false, + "reason": "Both mention Umbrel/setup flow, but one is about podman apt packages and the other about scrolling in the setup wizard; different defects." + }, + { + "left": "issue:53785", + "right": "issue:63486", + "accept": false, + "reason": "One is a missing npm package binary on Linux; the other is Matrix interaction unresponsiveness. No shared code-path evidence." + }, + { + "left": "issue:30962", + "right": "issue:37344", + "accept": false, + "reason": "Both involve Discord, but one is newline formatting for bot messages and the other is send failures/fetch errors. Different bugs." + }, + { + "left": "issue:66381", + "right": "issue:66907", + "accept": false, + "reason": "Both are UI flicker/disappear-reappear reports, but one is WebChat send behavior and the other is Control UI streaming input reappearance; not enough to be the same defect." + }, + { + "left": "issue:50966", + "right": "issue:65645", + "accept": false, + "reason": "Both concern model selection/UI lists, but one is provider switching on model change and the other is showing all models / hiding non-default models. Different underlying behavior." + }, + { + "left": "issue:53591", + "right": "issue:62089", + "accept": false, + "reason": "One is a specific kimi-coding tool-call payload regression; the other is generic raw tool-call rendering across UIs. Not the same concrete code path." + }, + { + "left": "issue:30025", + "right": "issue:64296", + "accept": false, + "reason": "Both are connection-ended errors, but one is embedded agent run end connection error and the other is WhatsApp Web opening failure; unrelated transport/session problems." + }, + { + "left": "issue:48479", + "right": "issue:53233", + "accept": false, + "reason": "Both involve provider logic, but one is Vertex auth mode regression and the other is Anthropic cooldown leaking to fallback provider; different failure modes." + }, + { + "left": "issue:64374", + "right": "issue:68172", + "accept": false, + "reason": "Both mention missing capability/scope, but one is Slack-style message read scope and the other is Gemini image support detection. Different APIs and causes." + }, + { + "left": "issue:33089", + "right": "issue:37546", + "accept": false, + "reason": "Both reference session/reset language, but one is unreadable first assistant sentence after /new and the other is message-ordering conflict. Not the same bug." + }, + { + "left": "issue:52328", + "right": "issue:62880", + "accept": false, + "reason": "One is an env var not being obeyed in setup-podman.sh; the other is a published package missing a file. Different packaging/setup issues." + }, + { + "left": "issue:32812", + "right": "issue:37494", + "accept": false, + "reason": "One is a dashboard save/click problem when enabling tools; the other is a mac install env-var issue. No shared defect." + }, + { + "left": "issue:52677", + "right": "issue:53857", + "accept": false, + "reason": "Both involve web_search, but one is missing tool availability with built-in Gemini and the other is API-key detection despite keys being set. Separate root causes." + }, + { + "left": "issue:33259", + "right": "issue:53648", + "accept": false, + "reason": "One is stale Control UI version after upgrade; the other is a skills search box showing gateway URL. Different UI state bugs." + }, + { + "left": "issue:65590", + "right": "issue:67218", + "accept": false, + "reason": "Both are MCP transport/header issues, but one is custom headers not forwarded and the other is hardcoded Accept text/event-stream. Similar area, different concrete bug." + }, + { + "left": "issue:30308", + "right": "issue:35556", + "accept": false, + "reason": "Both are Feishu issues, but one is message format break and the other is post-card message send failure. Different message handling paths." + }, + { + "left": "issue:36672", + "right": "issue:68735", + "accept": false, + "reason": "One is invalid JSON payload on every request; the other is a provider rejecting request schema or tool payload. Too generic to merge safely." + }, + { + "left": "issue:48479", + "right": "issue:66046", + "accept": false, + "reason": "Both are google-vertex auth failures, but one claims API-key auth is used instead of ADC and the other is a 401 regression on a later version. Related area, not clearly the same defect." + }, + { + "left": "issue:51554", + "right": "issue:67667", + "accept": false, + "reason": "Both are status/context-count reporting bugs, but one shows wrong displayed window size and the other shows 0% usage because totalTokens was not saved. Different data path." + }, + { + "left": "issue:53783", + "right": "issue:66173", + "accept": false, + "reason": "One is a Telegram cross-agent visibility/send failure; the other is Umbrel update lagging. No overlap beyond being open issues." + }, + { + "left": "issue:65613", + "right": "issue:67986", + "accept": false, + "reason": "Both involve gateway/health-monitor instability, but one is a Discord stale-socket restart and the other is a silent gateway wedge after a specific release. Different subsystems and symptoms." + }, + { + "left": "issue:46002", + "right": "issue:62089", + "accept": false, + "reason": "One is Feishu blockStreaming not delivering intermediate text before tool calls; the other is raw tool-call rendering across UIs. Same broad theme, different bug." + }, + { + "left": "issue:34656", + "right": "issue:34830", + "accept": false, + "reason": "Both are 401/authentication problems, but one is invalid API key after config change/gateway restart and the other is missing authentication header. Not safely the same issue." + }, + { + "left": "issue:63704", + "right": "issue:67926", + "accept": false, + "reason": "Both affect Control UI Raw/Form mode, but one is a SyntaxError when switching modes and the other is Raw mode intentionally disabled for snapshot safety. Different behavior." + }, + { + "left": "issue:33119", + "right": "issue:68540", + "accept": false, + "reason": "Both are image-attachment issues, but one is webchat failing to display AI-sent images and the other is Feishu sending local files as path text instead of uploading. Different channels and code paths." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 95, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:30308", + "issue:30922", + "issue:31440", + "issue:31544", + "issue:32439", + "issue:32812", + "issue:32913", + "issue:35202", + "issue:35249", + "issue:35871", + "issue:51056", + "issue:51554", + "issue:52565", + "issue:53363", + "issue:53384", + "issue:53584", + "issue:53785", + "issue:62541", + "issue:63601", + "issue:63811", + "issue:64048", + "issue:64070", + "issue:64238", + "issue:64841", + "issue:65067", + "issue:65177", + "issue:65192", + "issue:65309", + "issue:65582", + "issue:65728", + "issue:65742", + "issue:65786", + "issue:65832", + "issue:66880", + "issue:66941", + "issue:66988", + "issue:67168", + "issue:67250", + "issue:67264", + "issue:67415", + "issue:67546", + "issue:67972", + "issue:68163", + "issue:68245", + "issue:68261", + "issue:68436", + "issue:68479" + ], + "soft_pairs": [ + "issue:31440|issue:65192", + "issue:66941|issue:68479", + "issue:53363|issue:53584", + "issue:65177|issue:65786", + "issue:65582|issue:67264", + "issue:53384|issue:67415", + "issue:65067|issue:67546", + "issue:63811|issue:66880", + "issue:53384|issue:67250", + "issue:65742|issue:65832", + "issue:32812|issue:65728", + "issue:31544|issue:51056", + "issue:32913|issue:35871", + "issue:53785|issue:64070", + "issue:64841|issue:66988", + "issue:30922|issue:51554", + "issue:30308|issue:35202", + "issue:64048|issue:64238", + "issue:35249|issue:62541", + "issue:67415|issue:68436", + "issue:65309|issue:68245", + "issue:65728|issue:67168", + "issue:32439|issue:67972", + "issue:68163|issue:68261", + "issue:52565|issue:63601" + ], + "prepared_review_unit_hash": "09796769985533d3781547319445a4ce089cc3ddfe7ca15956810a6d9f905042", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 25, + "serialized_chars": 34882, + "estimated_input_tokens": 8721, + "estimated_eval_tokens": 17698 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Most items are unrelated by title alone. The strongest duplicate cluster is the OpenRouter response-symptom group, with smaller clear pairs around Feishu config migration, stale version display, Active Memory hangs, and custom-provider model recognition.", + "confidence": 0.74, + "canonical_issue_reason": "Issue 68261 is the clearest OpenRouter anchor by title: it names the specific failure pattern, \"blank responses / stopReason=stop payloads=0,\" and is more concrete than the nearby OpenRouter titles.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 68261 is the strongest overall issue anchor in this packet because its title states a specific OpenRouter response symptom directly, making it the most precise representative among the OpenRouter reports.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:31440", + "right": "issue:65192", + "accept": false, + "reason": "Different titles: cross-channel session sharing vs. dream-session accumulation." + }, + { + "left": "issue:66941", + "right": "issue:68479", + "accept": false, + "reason": "Different areas: gateway connectivity/startup vs. cron session tool access." + }, + { + "left": "issue:53363", + "right": "issue:53584", + "accept": false, + "reason": "Different symptoms: Mistral 422 API failure vs. macOS chat scroll positioning." + }, + { + "left": "issue:65177", + "right": "issue:65786", + "accept": true, + "reason": "Both titles point to the same Feishu upgrade/config-migration problem and invalid config after upgrade." + }, + { + "left": "issue:65582", + "right": "issue:67264", + "accept": false, + "reason": "Both mention ENOENT, but the titles describe different paths: mkdir on macOS vs. browser executablePath expansion." + }, + { + "left": "issue:53384", + "right": "issue:67415", + "accept": false, + "reason": "Both are output-related, but one is streaming text loss and the other is audio drop on macOS." + }, + { + "left": "issue:65067", + "right": "issue:67546", + "accept": false, + "reason": "Too little shared title-level detail to confirm the same onboarding bug." + }, + { + "left": "issue:63811", + "right": "issue:66880", + "accept": false, + "reason": "Both are Telegram restart-loop reports, but the titles describe different failure details." + }, + { + "left": "issue:53384", + "right": "issue:67250", + "accept": false, + "reason": "Similar streaming wording, but the titles describe different triggers and not the same concrete bug." + }, + { + "left": "issue:65742", + "right": "issue:65832", + "accept": true, + "reason": "Both titles describe the same custom-provider/model-registry recognition failure." + }, + { + "left": "issue:32812", + "right": "issue:65728", + "accept": false, + "reason": "Different issues: dashboard save failure vs. gateway unauthorized startup." + }, + { + "left": "issue:31544", + "right": "issue:51056", + "accept": false, + "reason": "Different titles and symptoms: API-key warning UX vs. OpenRouter 401 authentication failure." + }, + { + "left": "issue:32913", + "right": "issue:35871", + "accept": true, + "reason": "Same wrong-version display issue: both titles say the UI shows an outdated version after upgrade." + }, + { + "left": "issue:53785", + "right": "issue:64070", + "accept": false, + "reason": "Different packaging/runtime dependency problems on different native modules/platforms." + }, + { + "left": "issue:64841", + "right": "issue:66988", + "accept": false, + "reason": "Different config-validation problems with no clear title-level match." + }, + { + "left": "issue:30922", + "right": "issue:51554", + "accept": false, + "reason": "Different UI display bugs: hardcoded version string vs. wrong context-window value." + }, + { + "left": "issue:30308", + "right": "issue:35202", + "accept": false, + "reason": "Different Feishu problems: message format break vs. long-link config failure." + }, + { + "left": "issue:64048", + "right": "issue:64238", + "accept": false, + "reason": "The titles do not point to the same concrete model-resolution bug." + }, + { + "left": "issue:35249", + "right": "issue:62541", + "accept": false, + "reason": "Different update-related issues: browser enablement vs. agent creation after dreaming config." + }, + { + "left": "issue:67415", + "right": "issue:68436", + "accept": false, + "reason": "Different symptoms: macOS talk-mode audio drops vs. OpenRouter payloads=0 / incomplete turns." + }, + { + "left": "issue:65309", + "right": "issue:68245", + "accept": true, + "reason": "Both titles describe the same Active Memory blocking/hang behavior across configurations." + }, + { + "left": "issue:65728", + "right": "issue:67168", + "accept": false, + "reason": "Unauthorized gateway startup and logging path not applied are unrelated by title." + }, + { + "left": "issue:32439", + "right": "issue:67972", + "accept": false, + "reason": "Generic install trouble vs. a specific npm install regression." + }, + { + "left": "issue:68163", + "right": "issue:68261", + "accept": true, + "reason": "Both OpenRouter titles describe the same blank-response / silent-agent regression." + }, + { + "left": "issue:52565", + "right": "issue:63601", + "accept": false, + "reason": "Too little title-level evidence that the UI event-listener bug and the code-fragment report are the same issue." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "The soft-edge verdicts are mostly conservative, but the anchor rationale overstates what\u2019s in the packet: the issue titles support a specific OpenRouter symptom, not claims about a reproducible code path or enough detail to support deduping. Please soften the best_issue_reason/canonical_issue_reason to stay at title-level evidence only." + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 96, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:32976", + "issue:33358", + "issue:33468", + "issue:33650", + "issue:34353", + "issue:34358", + "issue:34527", + "issue:35656", + "issue:35851", + "issue:49784", + "issue:51611", + "issue:51809", + "issue:52173", + "issue:52605", + "issue:53247", + "issue:53425", + "issue:53485", + "issue:53739", + "issue:53753", + "issue:53786", + "issue:53798", + "issue:53873", + "issue:53876", + "issue:56982", + "issue:57386", + "issue:62530", + "issue:64070", + "issue:64105", + "issue:64244", + "issue:64756", + "issue:64852", + "issue:64894", + "issue:64900", + "issue:64991", + "issue:65177", + "issue:65182", + "issue:65603", + "issue:65794", + "issue:66004", + "issue:66008", + "issue:66202", + "issue:66832", + "issue:67168", + "issue:67422", + "issue:67491", + "issue:67667", + "issue:67756", + "issue:68309" + ], + "soft_pairs": [ + "issue:53425|issue:66202", + "issue:64244|issue:67491", + "issue:64852|issue:64894", + "issue:53247|issue:53876", + "issue:53485|issue:65794", + "issue:66832|issue:67168", + "issue:64070|issue:65177", + "issue:33358|issue:34358", + "issue:53247|issue:53739", + "issue:64756|issue:64900", + "issue:53786|issue:67422", + "issue:52605|issue:57386", + "issue:33468|issue:66004", + "issue:34527|issue:35656", + "issue:51809|issue:67756", + "issue:66008|issue:68309", + "issue:64894|issue:64991", + "issue:33650|issue:35851", + "issue:53873|issue:65603", + "issue:51611|issue:56982", + "issue:32976|issue:65182", + "issue:49784|issue:53798", + "issue:52173|issue:53753", + "issue:34353|issue:67667", + "issue:62530|issue:64105" + ], + "prepared_review_unit_hash": "3e7a6d54818a27625e3d6c8d493fb98eefddc14ab1635c569c7fc5251496d60c", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 25, + "serialized_chars": 35502, + "estimated_input_tokens": 8876, + "estimated_eval_tokens": 18008 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "These items do not form a single duplicate cluster; they span many unrelated bugs across web chat, dashboards/model routing, Telegram/Feishu/Discord, browser relay, auth, logging, and runtime issues. None of the soft pairs look like the same underlying bug/change, so they should remain separate.", + "confidence": 0.95, + "canonical_issue_reason": "No canonical issue fits well: the set is heterogeneous and the soft pairs are only superficially similar by subsystem or symptom, not the same concrete bug.", + "canonical_pr_reason": null, + "best_issue_reason": "No single issue is a strong representative because any one choice would misrepresent most of the other, unrelated reports in this set.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:53425", + "right": "issue:66202", + "accept": false, + "reason": "Both involve model availability after upgrade, but one is OAuth/tool-schema validation for OpenAI Codex and the other is Ollama becoming unavailable; different providers and failure modes." + }, + { + "left": "issue:64244", + "right": "issue:67491", + "accept": false, + "reason": "Both mention MiniMax image tooling, but one is about plugin VL-01 routing and the other is about URL images not being converted to base64; related area, different concrete defects." + }, + { + "left": "issue:64852", + "right": "issue:64894", + "accept": false, + "reason": "Both concern auth regressions, but one is google-vertex 401 CREDENTIALS_MISSING and the other is OpenAI Codex invalid_scope/model.request; unrelated providers and errors." + }, + { + "left": "issue:53247", + "right": "issue:53876", + "accept": false, + "reason": "Both mention Telegram after upgrade, but one is WhatsApp plugin missing runtime-api and the other is Telegram channel configuration; different systems and symptoms." + }, + { + "left": "issue:53485", + "right": "issue:65794", + "accept": false, + "reason": "One is web chat records lost after update; the other is tool-call argument truncation in Web Chat. Same product area, but not the same bug." + }, + { + "left": "issue:66832", + "right": "issue:67168", + "accept": false, + "reason": "Both are logging-related, but one is redaction leakage in log tailing and the other is log file config being ignored; distinct issues." + }, + { + "left": "issue:64070", + "right": "issue:65177", + "accept": false, + "reason": "Both involve doctor/fix around dependencies or migration, but one is ARM64 bundled runtime dep reporting and the other is Feishu botName migration; different code paths." + }, + { + "left": "issue:33358", + "right": "issue:34358", + "accept": false, + "reason": "Both are Telegram media-related, but one is local file access under deliverables and the other is group replies failing to send attachments; not the same failure." + }, + { + "left": "issue:53247", + "right": "issue:53739", + "accept": false, + "reason": "Both mention WhatsApp/Feishu plugin regressions after upgrade, but they affect different plugins and different breakages." + }, + { + "left": "issue:64756", + "right": "issue:64900", + "accept": false, + "reason": "Both are dashboard/UI issues, but one is stray text on a dreaming page and the other is remote CDP running-state detection; unrelated defects." + }, + { + "left": "issue:53786", + "right": "issue:67422", + "accept": false, + "reason": "Both involve status/sync in UI, but one is Local Dashboard vs Feishu Bot desync and the other is webchat streaming requiring refresh; different behaviors and surfaces." + }, + { + "left": "issue:52605", + "right": "issue:57386", + "accept": false, + "reason": "Both are Google/BlueBubbles/Google Chat webhook-related? No\u2014one is iMessage BlueBubbles 404 after upgrade and the other is Google Chat 401 unauthorized; distinct integrations and root causes." + }, + { + "left": "issue:33468", + "right": "issue:66004", + "accept": false, + "reason": "Both produce startup/runtime errors, but one is googlechat null-object startup failure and the other is subagent timeout/frozenResultText null; unrelated subsystems." + }, + { + "left": "issue:34527", + "right": "issue:35656", + "accept": false, + "reason": "One is TTS audio streaming interrupted by response refresh; the other is Feishu logs refreshing frequently. Similar word 'refresh' but different features and bugs." + }, + { + "left": "issue:51809", + "right": "issue:67756", + "accept": false, + "reason": "Both are model routing/prefix issues, but one is dashboard model picker adding anthropic/ for non-Anthropic models and the other is cron routing ignoring ollama/ and rerouting to OpenAI; not the same path." + }, + { + "left": "issue:66008", + "right": "issue:68309", + "accept": false, + "reason": "Both relate to model output formatting/thinking, but one is missing whitespace in thinking lines and the other is a mistral small thinking-enabled problem; insufficiently specific to merge." + }, + { + "left": "issue:64894", + "right": "issue:64991", + "accept": false, + "reason": "Both concern OAuth/login failures in LLM providers, but one is OpenAI Codex invalid_scope and the other is Gemini OAuth unable to communicate with the agent; different provider behavior." + }, + { + "left": "issue:33650", + "right": "issue:35851", + "accept": false, + "reason": "Both are browser relay issues, but one is attachToBrowserTarget not allowed and the other is options page ON while tabs show relay not running; likely different failure points." + }, + { + "left": "issue:53873", + "right": "issue:65603", + "accept": false, + "reason": "Both are security/LLM related only in a broad sense; one is a CVE request and the other is Azure Foundry GPT schema/tool payload rejection." + }, + { + "left": "issue:51611", + "right": "issue:56982", + "accept": false, + "reason": "One is a Feishu tool parameter formatting bug and the other is doctor reporting gateway error under trusted proxy auth; unrelated areas." + }, + { + "left": "issue:32976", + "right": "issue:65182", + "accept": false, + "reason": "Both mention UI response text, but one is webchat final reply being replaced by tool output and the other is Control UI failing to strip tags; different presentation bugs." + }, + { + "left": "issue:49784", + "right": "issue:53798", + "accept": false, + "reason": "One is MS Teams file upload via CLI and the other is Feishu voice messages missing duration; different products and features." + }, + { + "left": "issue:52173", + "right": "issue:53753", + "accept": false, + "reason": "Both are model switcher/provider-prefix bugs in UI, but one is Dashboard v2 and the other is Control UI; likely related pattern, not the same concrete defect." + }, + { + "left": "issue:34353", + "right": "issue:67667", + "accept": false, + "reason": "Discord requireMention gating is unrelated to /status context usage showing 0% because totalTokens were not saved to session." + }, + { + "left": "issue:62530", + "right": "issue:64105", + "accept": false, + "reason": "Both are attachment download/fetch issues involving BlueBubbles/Node fetch, and the root cause may be related, but the reports are not clearly the same concrete bug without stronger evidence." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 97, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:30962", + "issue:31440", + "issue:32833", + "issue:33468", + "issue:33773", + "issue:33940", + "issue:35254", + "issue:35523", + "issue:37198", + "issue:51056", + "issue:52173", + "issue:53398", + "issue:53578", + "issue:53640", + "issue:53705", + "issue:53733", + "issue:53926", + "issue:53998", + "issue:62995", + "issue:63126", + "issue:63561", + "issue:63704", + "issue:63752", + "issue:64497", + "issue:64814", + "issue:64821", + "issue:64978", + "issue:65002", + "issue:65571", + "issue:65662", + "issue:65693", + "issue:66078", + "issue:66151", + "issue:66176", + "issue:66207", + "issue:66405", + "issue:67288", + "issue:67422", + "issue:67435", + "issue:67436", + "issue:67469", + "issue:67576", + "issue:67741", + "issue:67817", + "issue:68018", + "issue:68216", + "issue:68249", + "issue:68743" + ], + "soft_pairs": [ + "issue:32833|issue:33773", + "issue:53398|issue:53926", + "issue:64821|issue:67436", + "issue:35523|issue:67817", + "issue:63752|issue:64814", + "issue:53733|issue:67741", + "issue:53926|issue:53998", + "issue:63704|issue:66151", + "issue:66151|issue:66405", + "issue:30962|issue:35254", + "issue:51056|issue:53640", + "issue:31440|issue:67422", + "issue:64497|issue:68743", + "issue:53578|issue:67469", + "issue:65662|issue:67576", + "issue:66176|issue:66207", + "issue:64978|issue:65571", + "issue:33940|issue:37198", + "issue:65693|issue:68018", + "issue:63561|issue:68249", + "issue:63126|issue:65002", + "issue:52173|issue:67435", + "issue:33468|issue:66078", + "issue:62995|issue:67288", + "issue:53705|issue:68216" + ], + "prepared_review_unit_hash": "8bb1823b8e851c27c40ddf2f40ec95e2211863f1483baac23a694e95b17ea793", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 25, + "serialized_chars": 35598, + "estimated_input_tokens": 8900, + "estimated_eval_tokens": 18056 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "The cluster is mostly heterogeneous, with a few plausible duplicate subclusters around Chrome/CDP startup, chat message flicker, and session deliveryContext inheritance. I would not treat the whole set as one canonical duplicate cluster.", + "confidence": 0.74, + "canonical_issue_reason": "No single canonical issue fits the full set because the reports span unrelated subsystems; the strongest duplicate subcluster is the Chrome/CDP startup failure, where issue 64978 is the cleanest representative.", + "canonical_pr_reason": null, + "best_issue_reason": "issue 64978 is the best representative issue overall because it captures the core CDP startup failure cleanly and appears broader/earlier than the more environment-specific follow-up report.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:32833", + "right": "issue:33773", + "accept": false, + "reason": "Both mention install/file problems, but the symptoms and code paths differ; this looks like broad similarity, not the same bug." + }, + { + "left": "issue:53398", + "right": "issue:53926", + "accept": false, + "reason": "Gateway port-binding warning vs Linux secrets EnvironmentFile handling are unrelated issues." + }, + { + "left": "issue:64821", + "right": "issue:67436", + "accept": false, + "reason": "Both involve corruption during hot-reload, but one is config value contamination and the other is manifest.db corruption; not clearly the same underlying defect." + }, + { + "left": "issue:35523", + "right": "issue:67817", + "accept": false, + "reason": "TUI message display bug and missing Discord service env var are different problems." + }, + { + "left": "issue:63752", + "right": "issue:64814", + "accept": false, + "reason": "Missing Anthropic API key in auth profiles and api.pluginConfig null in extension register() are unrelated initialization/config bugs." + }, + { + "left": "issue:53733", + "right": "issue:67741", + "accept": false, + "reason": "Feature request for Intel Mac support is not the same as an Opus version fallback complaint." + }, + { + "left": "issue:53926", + "right": "issue:53998", + "accept": false, + "reason": "Both are secrets-related, but one is about systemd env file placement and the other about audit false positives for env refs." + }, + { + "left": "issue:63704", + "right": "issue:66151", + "accept": false, + "reason": "Control UI raw-mode SyntaxError and subagent cleanup missing module are unrelated failures." + }, + { + "left": "issue:66151", + "right": "issue:66405", + "accept": false, + "reason": "Missing subagent runtime module is not the same as broad multimedia/file I/O regressions." + }, + { + "left": "issue:30962", + "right": "issue:35254", + "accept": false, + "reason": "Discord newline formatting and TUI message routing to Discord DM are different issues." + }, + { + "left": "issue:51056", + "right": "issue:53640", + "accept": false, + "reason": "OpenRouter auth header missing and Gemini API key invalid are separate provider/authentication bugs." + }, + { + "left": "issue:31440", + "right": "issue:67422", + "accept": false, + "reason": "Session sharing between Telegram/Webchat differs from Webchat streaming behavior in new sessions." + }, + { + "left": "issue:64497", + "right": "issue:68743", + "accept": false, + "reason": "Both concern cron jobs, but one is session spawning after inactivity while the other is a 10-minute timeout issue." + }, + { + "left": "issue:53578", + "right": "issue:67469", + "accept": false, + "reason": "Performance regression in Gemini CLI OAuth is not the same as replies not being persisted to transcripts/history." + }, + { + "left": "issue:65662", + "right": "issue:67576", + "accept": false, + "reason": "ElevenLabs TTS playback failure and model-provider routing fallback are unrelated." + }, + { + "left": "issue:66176", + "right": "issue:66207", + "accept": true, + "reason": "Both describe the same UI symptom: newly sent messages briefly disappear and then reappear, likely from the same shared chat rendering/optimistic-update bug." + }, + { + "left": "issue:64978", + "right": "issue:65571", + "accept": true, + "reason": "Both report Chrome/CDP startup failure on port 18800; one is a managed-startup false negative and the other is the Linux regression report for the same code path." + }, + { + "left": "issue:33940", + "right": "issue:37198", + "accept": false, + "reason": "Manual execution changing cron timing is different from a gateway-restart infinite loop triggered by specific cron message content." + }, + { + "left": "issue:65693", + "right": "issue:68018", + "accept": true, + "reason": "Both point to deliveryContext/session inheritance dropping the expected parent/thread context and falling back incorrectly; same underlying session-propagation bug." + }, + { + "left": "issue:63561", + "right": "issue:68249", + "accept": false, + "reason": "User systemd detection/install status and Brave plugin loading are unrelated." + }, + { + "left": "issue:63126", + "right": "issue:65002", + "accept": false, + "reason": "Both are WhatsApp media issues, but one is a legacy shim hijacking sendMedia and the other is mediaUrl being dropped in delivery; not clearly the same bug." + }, + { + "left": "issue:52173", + "right": "issue:67435", + "accept": false, + "reason": "Dashboard model-switcher provider-prefix concatenation is unrelated to Ollama model-id prefixing." + }, + { + "left": "issue:33468", + "right": "issue:66078", + "accept": false, + "reason": "Google Chat null-object startup failure and unknown memory embedding provider are different errors." + }, + { + "left": "issue:62995", + "right": "issue:67288", + "accept": false, + "reason": "AWS Bedrock auth regression and missing discovery gate are distinct provider behaviors." + }, + { + "left": "issue:53705", + "right": "issue:68216", + "accept": false, + "reason": "Incorrect workspace deletion and write failures to workspace files are not the same underlying defect." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet and stays conservative about the mostly heterogeneous set. The accepted duplicate pairs are well-supported by the issue titles and descriptions, especially the Chrome/CDP startup pair, the chat flicker pair, and the session deliveryContext pair. No PR-mergeability concerns apply here since these are issue pairs, not PR pairs." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 98, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:30314", + "issue:30341", + "issue:30350", + "issue:32678", + "issue:33119", + "issue:33166", + "issue:34476", + "issue:35656", + "issue:52282", + "issue:52934", + "issue:53233", + "issue:53247", + "issue:53358", + "issue:53443", + "issue:53584", + "issue:53591", + "issue:53666", + "issue:53824", + "issue:57072", + "issue:62276", + "issue:62672", + "issue:62960", + "issue:63601", + "issue:63819", + "issue:64055", + "issue:64111", + "issue:64274", + "issue:64850", + "issue:64955", + "issue:65157", + "issue:65355", + "issue:65524", + "issue:65786", + "issue:65860", + "issue:65863", + "issue:66057", + "issue:66058", + "issue:66403", + "issue:66674", + "issue:67168", + "issue:67288", + "issue:67334", + "issue:67576", + "issue:67610", + "issue:67737", + "issue:67746", + "issue:68028" + ], + "soft_pairs": [ + "issue:33166|issue:52282", + "issue:66057|issue:66058", + "issue:53233|issue:62672", + "issue:65157|issue:67737", + "issue:65786|issue:67746", + "issue:65863|issue:67288", + "issue:32678|issue:64274", + "issue:62276|issue:64055", + "issue:57072|issue:67746", + "issue:65860|issue:67610", + "issue:34476|issue:52934", + "issue:64111|issue:65524", + "issue:53247|issue:53591", + "issue:30314|issue:53824", + "issue:30341|issue:30350", + "issue:53358|issue:53666", + "issue:53443|issue:65355", + "issue:64850|issue:67334", + "issue:62960|issue:63819", + "issue:64955|issue:68028", + "issue:35656|issue:67168", + "issue:63601|issue:66403", + "issue:33119|issue:53584", + "issue:66674|issue:67576" + ], + "prepared_review_unit_hash": "04c20bb0c2693a6d9906ff6f1e18768b88d78551544ba027a9044edb1f1957b1", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 24, + "serialized_chars": 34889, + "estimated_input_tokens": 8723, + "estimated_eval_tokens": 17702 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Most pairs are unrelated near-matches. Only the fallback-chain 429/rate-limit propagation reports look like the same underlying bug; the rest differ by subsystem, trigger, or failure mode.", + "confidence": 0.87, + "canonical_issue_reason": "issue:62672 is the best canonical issue because it describes the shared fallback-chain error-propagation defect in the most general terms and is already closed.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:62672 is the strongest representative overall: concise, generalized, and directly matches the shared 429/cooldown propagation problem across fallback providers.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:33166", + "right": "issue:52282", + "accept": false, + "reason": "Both are install/build failures, but one is a generic pnpm install error and the other is a Windows ui:build path/command quoting issue." + }, + { + "left": "issue:66057", + "right": "issue:66058", + "accept": false, + "reason": "Same memory/compaction area, but one is orphan checkpoint cleanup and the other is an infinite compaction loop; different bugs." + }, + { + "left": "issue:53233", + "right": "issue:62672", + "accept": true, + "reason": "Both describe the same fallback-chain defect where a primary provider's rate-limit/429 state incorrectly propagates to secondary fallback providers." + }, + { + "left": "issue:65157", + "right": "issue:67737", + "accept": false, + "reason": "Both involve hooks not firing, but they target different APIs and runtimes (claude-cli provider vs WhatsApp typed hooks)." + }, + { + "left": "issue:65786", + "right": "issue:67746", + "accept": false, + "reason": "Feishu config validation failure and WhatsApp session cleanup are unrelated channel-specific bugs." + }, + { + "left": "issue:65863", + "right": "issue:67288", + "accept": false, + "reason": "One is a docs entry missing, the other is a runtime discovery-gating bug; not the same change." + }, + { + "left": "issue:32678", + "right": "issue:64274", + "accept": false, + "reason": "Both are config scoping problems, but Feishu binding routing and MiniMax auth resolution are different code paths." + }, + { + "left": "issue:62276", + "right": "issue:64055", + "accept": false, + "reason": "Both mention port 18789 in use, but the triggers differ enough (schedule startup vs arm64 restart) that the underlying bug is not clearly the same." + }, + { + "left": "issue:57072", + "right": "issue:67746", + "accept": false, + "reason": "Chat route/session desync is unrelated to channel logout/remove persistence." + }, + { + "left": "issue:65860", + "right": "issue:67610", + "accept": false, + "reason": "A bad docs anchor in an error message is not the same as a sandbox backend factory startup failure." + }, + { + "left": "issue:34476", + "right": "issue:52934", + "accept": false, + "reason": "Changing API address and malicious-intent plugin changes are unrelated." + }, + { + "left": "issue:64111", + "right": "issue:65524", + "accept": false, + "reason": "Vision-image tool access and deleted-session executability are different security/feature bugs." + }, + { + "left": "issue:53247", + "right": "issue:53591", + "accept": false, + "reason": "Different providers and failures: missing light-runtime-api crash vs empty tool args from missing payload compatibility." + }, + { + "left": "issue:30314", + "right": "issue:53824", + "accept": false, + "reason": "Both are cron-delivery themed, but Feishu group-chat delivery failure and gateway-restart unknown-channel errors are distinct symptoms." + }, + { + "left": "issue:30341", + "right": "issue:30350", + "accept": false, + "reason": "Completely different Webchat bugs: false Gemini rate-limit error vs title flicker after refresh." + }, + { + "left": "issue:53358", + "right": "issue:53666", + "accept": false, + "reason": "Both memory-index regressions, but one hangs after batch completion while the other reports zero chunks; not enough evidence of one bug." + }, + { + "left": "issue:53443", + "right": "issue:65355", + "accept": false, + "reason": "Both are gateway probe false-negatives, but one is local loopback failure and the other is a non-loopback timeout cap issue." + }, + { + "left": "issue:64850", + "right": "issue:67334", + "accept": false, + "reason": "Runtime backend unavailable for qwen-code agent is unrelated to Ollama session timeout." + }, + { + "left": "issue:62960", + "right": "issue:63819", + "accept": false, + "reason": "Slack private file image regression and stuck-running session state are separate regressions." + }, + { + "left": "issue:64955", + "right": "issue:68028", + "accept": false, + "reason": "Both involve SecretRef resolution, but one is xAI auth-path lookup and the other is tavily webSearch validation/runtime mismatch." + }, + { + "left": "issue:35656", + "right": "issue:67168", + "accept": false, + "reason": "Frequent Feishu log refresh and logging.file not applied are not the same logging bug." + }, + { + "left": "issue:63601", + "right": "issue:66403", + "accept": false, + "reason": "A generic event push issue and a long-command approval popup layout problem are different UI defects." + }, + { + "left": "issue:33119", + "right": "issue:53584", + "accept": false, + "reason": "Image attachment display in Control UI and macOS scroll-position desync are unrelated." + }, + { + "left": "issue:66674", + "right": "issue:67576", + "accept": false, + "reason": "One is bad error surfacing for direct CLI inference, the other is provider parsing falling back to openai-codex." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet, and the lone accepted soft-edge pair (53233/62672) is well-supported by the titles. The rejections are conservative and appropriately avoid overstating similarity." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 99, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:24662", + "issue:30908", + "issue:30917", + "issue:31412", + "issue:31442", + "issue:32812", + "issue:33089", + "issue:33879", + "issue:34111", + "issue:34631", + "issue:34749", + "issue:35523", + "issue:51056", + "issue:51824", + "issue:52934", + "issue:53135", + "issue:53386", + "issue:53537", + "issue:53641", + "issue:53798", + "issue:53927", + "issue:53958", + "issue:61211", + "issue:61861", + "issue:62783", + "issue:63428", + "issue:63564", + "issue:63566", + "issue:63567", + "issue:64048", + "issue:64409", + "issue:64533", + "issue:64644", + "issue:64830", + "issue:64978", + "issue:65316", + "issue:65705", + "issue:65840", + "issue:65964", + "issue:66006", + "issue:66176", + "issue:66335", + "issue:66579", + "issue:66635", + "issue:66637", + "issue:66981", + "issue:68216", + "issue:68530" + ], + "soft_pairs": [ + "issue:53641|issue:66635", + "issue:53798|issue:66176", + "issue:65316|issue:68216", + "issue:64978|issue:66335", + "issue:64533|issue:65964", + "issue:34111|issue:53927", + "issue:31412|issue:33089", + "issue:63566|issue:63567", + "issue:53386|issue:66579", + "issue:65705|issue:68530", + "issue:53958|issue:64830", + "issue:63564|issue:64644", + "issue:32812|issue:33089", + "issue:34631|issue:35523", + "issue:66637|issue:66981", + "issue:51824|issue:64048", + "issue:30917|issue:53537", + "issue:66579|issue:66635", + "issue:63428|issue:64409", + "issue:24662|issue:66006", + "issue:34749|issue:61861", + "issue:31442|issue:33879", + "issue:51056|issue:62783", + "issue:53135|issue:61211", + "issue:64048|issue:65840", + "issue:30908|issue:52934" + ], + "prepared_review_unit_hash": "a8438d8cf113242359aa691312f36dc64616cbd8042b8f8bb66724194034934e", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 26, + "serialized_chars": 35740, + "estimated_input_tokens": 8935, + "estimated_eval_tokens": 18126 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Mostly false-positive similarity links across unrelated bugs and subsystems. Two pairs look like likely true duplicates: the TTS reply-media path regression and the dreaming heartbeat re-trigger bug. Everything else should be kept separate.", + "confidence": 0.93, + "canonical_issue_reason": "No single canonical issue for the whole set: the items split into many unrelated bugs, with only a couple of small true-duplicate pairs.", + "canonical_pr_reason": null, + "best_issue_reason": "No global best issue: there is no one issue that represents this mixed cluster cleanly.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:53641", + "right": "issue:66635", + "accept": false, + "reason": "Different integrations and failure modes: Discord attachment send vs WhatsApp auto-reply inline media." + }, + { + "left": "issue:53798", + "right": "issue:66176", + "accept": false, + "reason": "Feishu voice duration display is unrelated to WebChat message flicker/display timing." + }, + { + "left": "issue:65316", + "right": "issue:68216", + "accept": false, + "reason": "Both concern file tool writes, but one is sandbox workspace availability and the other is Gemini CLI workspace file access; not the same bug." + }, + { + "left": "issue:64978", + "right": "issue:66335", + "accept": false, + "reason": "Both are browser-start failures, but the reported symptoms and code paths differ (managed Chrome startup check vs CDP websocket reachability)." + }, + { + "left": "issue:64533", + "right": "issue:65964", + "accept": true, + "reason": "Same TTS reply-media path regression: audio output is being rejected/dropped by absolute-path/media-path validation." + }, + { + "left": "issue:34111", + "right": "issue:53927", + "accept": false, + "reason": "Nextcloud Talk webhook POSTs and BlueBubbles 404s are different connectors with different routing problems." + }, + { + "left": "issue:31412", + "right": "issue:33089", + "accept": false, + "reason": "Cron Jobs UI behavior and /new first-response truncation are unrelated UI/CLI issues." + }, + { + "left": "issue:63566", + "right": "issue:63567", + "accept": false, + "reason": "One is a Windows SIGKILL regression; the other is a config schema downgrade problem." + }, + { + "left": "issue:53386", + "right": "issue:66579", + "accept": false, + "reason": "Both are WhatsApp bugs, but one is echo filtering/infinite loop and the other is plugin-hook cancellation being ignored." + }, + { + "left": "issue:65705", + "right": "issue:68530", + "accept": true, + "reason": "Likely same underlying heartbeat scheduling bug: dreaming jobs re-trigger on every heartbeat instead of once per schedule." + }, + { + "left": "issue:53958", + "right": "issue:64830", + "accept": false, + "reason": "Config-file-path display is unrelated to session defaults for thinking/reasoning." + }, + { + "left": "issue:63564", + "right": "issue:64644", + "accept": false, + "reason": "Different MiniMax API failures: tool_call id mismatch vs empty chat content for image understanding." + }, + { + "left": "issue:32812", + "right": "issue:33089", + "accept": false, + "reason": "Dashboard tool-saving and /new message truncation are separate issues." + }, + { + "left": "issue:34631", + "right": "issue:35523", + "accept": false, + "reason": "Both mention restart, but LINE webhook 404s and TUI message visibility are unrelated behaviors." + }, + { + "left": "issue:66637", + "right": "issue:66981", + "accept": false, + "reason": "Remote browser proxy failure and generic browser timeout are different browser startup problems." + }, + { + "left": "issue:51824", + "right": "issue:64048", + "accept": false, + "reason": "Model selector mapping and Ollama/Qwen provider behavior are different issues." + }, + { + "left": "issue:30917", + "right": "issue:53537", + "accept": false, + "reason": "Telegram model incompatibility and Gemini thinking-content looping are unrelated model-provider bugs." + }, + { + "left": "issue:66579", + "right": "issue:66635", + "accept": false, + "reason": "Both are WhatsApp auto-reply related, but one is plugin hook dispatch and the other is media-path handling." + }, + { + "left": "issue:63428", + "right": "issue:64409", + "accept": false, + "reason": "Related dreaming startup area, but one is cron registration timing and the other is config resolution returning enabled=false." + }, + { + "left": "issue:24662", + "right": "issue:66006", + "accept": false, + "reason": "Webchat image paste not sent and auto-scroll not working are separate UI bugs." + }, + { + "left": "issue:34749", + "right": "issue:61861", + "accept": false, + "reason": "Both are BlueBubbles attachment issues, but one is SSRF-guard blocking localhost URLs and the other is a post-upgrade inbound attachment breakage." + }, + { + "left": "issue:31442", + "right": "issue:33879", + "accept": false, + "reason": "New install version mismatch and Docker TypeScript build failure are unrelated." + }, + { + "left": "issue:51056", + "right": "issue:62783", + "accept": false, + "reason": "Both are OpenRouter 401s, but one is missing auth header and the other is user-not-found in isolated cron sessions." + }, + { + "left": "issue:53135", + "right": "issue:61211", + "accept": false, + "reason": "UI assets missing vs docker build TypeScript failure are different build breakages." + }, + { + "left": "issue:64048", + "right": "issue:65840", + "accept": false, + "reason": "Ollama/Qwen provider issue and imageModel unknown-model error are not the same bug." + }, + { + "left": "issue:30908", + "right": "issue:52934", + "accept": false, + "reason": "Duplicate plugin ID warning is unrelated to malicious-intent plugin changes." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The analyst output is grounded in the packet and stays conservative on the soft edges. The two accepted pairs are plausibly the same underlying bugs, while the rest are reasonably treated as unrelated or only superficially similar. The overall summary matches the evidence and does not overstate certainty." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 100, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:31098", + "issue:31275", + "issue:31440", + "issue:32889", + "issue:32947", + "issue:33089", + "issue:34324", + "issue:36439", + "issue:42446", + "issue:48479", + "issue:51569", + "issue:51749", + "issue:53233", + "issue:53317", + "issue:53426", + "issue:53466", + "issue:53498", + "issue:53566", + "issue:53647", + "issue:53687", + "issue:53873", + "issue:54050", + "issue:62541", + "issue:62699", + "issue:63079", + "issue:63752", + "issue:64283", + "issue:64374", + "issue:64385", + "issue:64667", + "issue:64850", + "issue:64910", + "issue:65026", + "issue:65281", + "issue:65304", + "issue:65368", + "issue:65950", + "issue:66131", + "issue:66381", + "issue:67088", + "issue:67136", + "issue:67177", + "issue:67412", + "issue:67425", + "issue:67576", + "issue:67756", + "issue:67936", + "issue:68791" + ], + "soft_pairs": [ + "issue:53233|issue:64283", + "issue:32947|issue:36439", + "issue:51749|issue:67177", + "issue:53466|issue:54050", + "issue:53687|issue:65281", + "issue:48479|issue:64283", + "issue:53873|issue:64667", + "issue:32889|issue:65304", + "issue:67425|issue:68791", + "issue:31098|issue:64374", + "issue:53647|issue:65950", + "issue:62541|issue:66131", + "issue:66381|issue:67412", + "issue:31275|issue:33089", + "issue:42446|issue:64910", + "issue:51569|issue:53317", + "issue:63752|issue:64385", + "issue:53566|issue:64283", + "issue:63079|issue:67936", + "issue:67576|issue:67756", + "issue:67088|issue:67136", + "issue:62699|issue:64850", + "issue:31440|issue:53498", + "issue:34324|issue:65026", + "issue:53426|issue:65368" + ], + "prepared_review_unit_hash": "92fa811f96930c2be779bb9ddb48b970c41414e400924ea8d7616ba338ca978f", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 25, + "serialized_chars": 35976, + "estimated_input_tokens": 8994, + "estimated_eval_tokens": 18244 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Mostly heterogeneous issues with a few true duplicate pairs around stale OAuth credentials, cron completion misreporting, message duplication in chat UIs, and plugin-update failures. Most soft edges are not the same underlying bug and should be rejected.", + "confidence": 0.78, + "canonical_issue_reason": "issue 53466 is the clearest root-cause report of the stale-Codex-credential overwrite bug; 54050 looks like the same failure with a more specific platform/lane symptom.", + "canonical_pr_reason": null, + "best_issue_reason": "issue 53466 is the strongest representative issue overall: it states the underlying auth-state overwrite problem clearly and broadly enough to subsume the more specific duplicate report.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:53233", + "right": "issue:64283", + "accept": false, + "reason": "Both mention google-vertex/auth trouble, but one is a provider-auth mode issue and the other is missing GOOGLE_APPLICATION_CREDENTIALS after reinstall; different root causes." + }, + { + "left": "issue:32947", + "right": "issue:36439", + "accept": false, + "reason": "Unrelated products and symptoms: web_fetch network failure vs Synology Chat message loss." + }, + { + "left": "issue:51749", + "right": "issue:67177", + "accept": false, + "reason": "Both are Teams attachment problems, but one is channel media fetch and the other is DM downloadUrl rewriting; not the same code-path bug." + }, + { + "left": "issue:53466", + "right": "issue:54050", + "accept": true, + "reason": "Both describe stale/expired Codex credentials overwriting fresh auth and causing repeated OAuth failures; same underlying credential-state bug." + }, + { + "left": "issue:53687", + "right": "issue:65281", + "accept": false, + "reason": "One is missing media-understanding provider for visual inspection; the other is webchat image paste/send UI failure. Similar area, different bug." + }, + { + "left": "issue:48479", + "right": "issue:64283", + "accept": false, + "reason": "Both involve google-vertex auth, but API-key-vs-ADC misuse is distinct from environment credentials being dropped on reinstall." + }, + { + "left": "issue:53873", + "right": "issue:64667", + "accept": false, + "reason": "CVE request is unrelated to OpenAI Codex OAuth scope validation." + }, + { + "left": "issue:32889", + "right": "issue:65304", + "accept": false, + "reason": "Directory read EISDIR during doc generation is unrelated to the Windows missing-parameter tool-call regression." + }, + { + "left": "issue:67425", + "right": "issue:68791", + "accept": false, + "reason": "Both mention incomplete-turn/payloads=0 symptoms, but the runner/platform contexts differ and the failure modes are not concretely the same bug." + }, + { + "left": "issue:31098", + "right": "issue:64374", + "accept": false, + "reason": "Different integrations and different auth errors: Telegram token:none vs Slack-like missing_scope." + }, + { + "left": "issue:53647", + "right": "issue:65950", + "accept": true, + "reason": "Both report isolated cron sessions being marked OK/finished despite incomplete work; same underlying cron completion-state bug." + }, + { + "left": "issue:62541", + "right": "issue:66131", + "accept": false, + "reason": "One is inability to create an agent after enabling dreaming config; the other is startup auto-writing plugin IDs causing validation failure. Related area, different issue." + }, + { + "left": "issue:66381", + "right": "issue:67412", + "accept": true, + "reason": "Both describe sent WebChat/Control UI messages briefly disappearing after send, which strongly suggests the same optimistic-rendering/state bug." + }, + { + "left": "issue:31275", + "right": "issue:33089", + "accept": false, + "reason": "Feishu session-memory hook issue is not the same as the Chinese report about incomplete file reads and /new first-response behavior." + }, + { + "left": "issue:42446", + "right": "issue:64910", + "accept": false, + "reason": "Tool-output leakage into chat is a different bug from a stuck flashing reply box / incomplete output." + }, + { + "left": "issue:51569", + "right": "issue:53317", + "accept": false, + "reason": "Both are Codex OAuth-related, but proxy handling in code-to-token exchange is distinct from stale token overwrite on startup." + }, + { + "left": "issue:63752", + "right": "issue:64385", + "accept": false, + "reason": "Missing anthropic API key from auth-profiles.json is not concretely the same as openclaw.json truncation, even if both affect credentials." + }, + { + "left": "issue:53566", + "right": "issue:64283", + "accept": false, + "reason": "Unknown model rejection and missing GOOGLE_APPLICATION_CREDENTIALS are separate google-vertex problems." + }, + { + "left": "issue:63079", + "right": "issue:67936", + "accept": false, + "reason": "Google Chat audience-validation failure and Matrix startup failure are unrelated channel bugs." + }, + { + "left": "issue:67576", + "right": "issue:67756", + "accept": false, + "reason": "Both are model-routing fallbacks to OpenAI, but they hit different paths (infer run vs cron) and different prefixes; not enough to call the same bug." + }, + { + "left": "issue:67088", + "right": "issue:67136", + "accept": false, + "reason": "False GUI detection on macOS is unrelated to a write tool reporting success without creating a file." + }, + { + "left": "issue:62699", + "right": "issue:64850", + "accept": false, + "reason": "ACP persistent-session queue-owner recovery failure is different from runtime backend unavailable / agent spawn failure." + }, + { + "left": "issue:31440", + "right": "issue:53498", + "accept": false, + "reason": "Session sharing across Telegram/Webchat is unrelated to Telegram file attachment forwarding from the local host." + }, + { + "left": "issue:34324", + "right": "issue:65026", + "accept": true, + "reason": "Both report replies leaking from WebChat into another channel (Telegram/Discord), indicating the same cross-channel delivery bug." + }, + { + "left": "issue:53426", + "right": "issue:65368", + "accept": true, + "reason": "Both are update/plugin-update failures tied to the core update flow; the hashed runtime chunk error plausibly explains the broader plugin update failure." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The analysis is grounded in the packet and stays mostly conservative. The accepted soft edges are reasonably supported by the issue titles and the summary correctly characterizes the set as mostly heterogeneous with a few likely duplicates. No PR-pair mergeability concerns apply here." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 101, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:27804", + "issue:29727", + "issue:30924", + "issue:32189", + "issue:32638", + "issue:33272", + "issue:33621", + "issue:35523", + "issue:37571", + "issue:41342", + "issue:42614", + "issue:46002", + "issue:49885", + "issue:51099", + "issue:51656", + "issue:51716", + "issue:52173", + "issue:52719", + "issue:53566", + "issue:53733", + "issue:55304", + "issue:57256", + "issue:62172", + "issue:62574", + "issue:62627", + "issue:64636", + "issue:64707", + "issue:64900", + "issue:64978", + "issue:65090", + "issue:65093", + "issue:65133", + "issue:65565", + "issue:65834", + "issue:66088", + "issue:66353", + "issue:66523", + "issue:67116", + "issue:67136", + "issue:67250", + "issue:67619", + "issue:67930", + "issue:67931", + "issue:67974", + "issue:68394", + "issue:68661", + "issue:68788" + ], + "soft_pairs": [ + "issue:46002|issue:67250", + "issue:37571|issue:42614", + "issue:41342|issue:62574", + "issue:65093|issue:66353", + "issue:64978|issue:65133", + "issue:57256|issue:62172", + "issue:32189|issue:66088", + "issue:29727|issue:30924", + "issue:51656|issue:65565", + "issue:32638|issue:33272", + "issue:27804|issue:33621", + "issue:52719|issue:62627", + "issue:64900|issue:65834", + "issue:35523|issue:68394", + "issue:51716|issue:55304", + "issue:65090|issue:66353", + "issue:49885|issue:53566", + "issue:68661|issue:68788", + "issue:51099|issue:67136", + "issue:53733|issue:67116", + "issue:67116|issue:67930", + "issue:67116|issue:67931", + "issue:64636|issue:66523", + "issue:52173|issue:67619", + "issue:64707|issue:67974" + ], + "prepared_review_unit_hash": "d08efe3407c1e03c70548ffa66333122b8e93089a6b34d0816161d13f3a873d8", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 25, + "serialized_chars": 34918, + "estimated_input_tokens": 8730, + "estimated_eval_tokens": 17716 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "A few genuine duplicate pairs stand out, mainly the session-compaction/tool_use bug, a reasoning_effort passthrough bug, a managed-Chrome CDP startup check bug, and the duplicate llama.cpp feature request. Most other pairs are only thematically similar and should stay separate.", + "confidence": 0.83, + "canonical_issue_reason": "issue:27804 is the clearest and broadest description of the compaction/tool_use pairing failure and resulting 400s, making it the best representative of the confirmed duplicate set with issue:33621.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:27804 has the most complete root-cause framing and user-visible symptom summary among the clear duplicates.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:46002", + "right": "issue:67250", + "accept": false, + "reason": "Both involve streaming/UI behavior, but one is Feishu blockStreaming before tool calls and the other is Control UI text disappearing after tool-call display changes; different bugs." + }, + { + "left": "issue:37571", + "right": "issue:42614", + "accept": false, + "reason": "Both are provider incompatibilities, but one is SSE parsing in custom anthropic-messages proxies and the other is Volcengine rejecting prompt_cache_key; unrelated code paths." + }, + { + "left": "issue:41342", + "right": "issue:62574", + "accept": false, + "reason": "TTS truncation and a missing provider registration are different failure modes, not the same underlying bug." + }, + { + "left": "issue:65093", + "right": "issue:66353", + "accept": false, + "reason": "Both are CDP/browser startup related, but one is websocket reachability after start and the other is a detection false-negative; too broad to merge confidently." + }, + { + "left": "issue:64978", + "right": "issue:65133", + "accept": true, + "reason": "Both report managed Chrome starting but failing the CDP readiness/startup check despite DevTools being up; same concrete startup verification bug." + }, + { + "left": "issue:57256", + "right": "issue:62172", + "accept": false, + "reason": "Different subsystems and symptoms: memory availability reporting vs Discord /status channel/session reporting." + }, + { + "left": "issue:32189", + "right": "issue:66088", + "accept": false, + "reason": "Wrong model reporting and missing Discord token validation are separate issues." + }, + { + "left": "issue:29727", + "right": "issue:30924", + "accept": false, + "reason": "Both are config/permission bugs, but one is sub-agent allow-none behavior and the other is elevated.allowFrom approval handling; not the same code path." + }, + { + "left": "issue:51656", + "right": "issue:65565", + "accept": false, + "reason": "Image-tool vision routing and dashboard default-agent config validation are unrelated." + }, + { + "left": "issue:32638", + "right": "issue:33272", + "accept": true, + "reason": "Both describe reasoning_effort being sent to endpoints that do not support it, causing 400s; same underlying provider-serialization bug." + }, + { + "left": "issue:27804", + "right": "issue:33621", + "accept": true, + "reason": "Both are the same Anthropic/session-compaction bug: dangling tool_use/tool_result history after compaction leading to API 400s." + }, + { + "left": "issue:52719", + "right": "issue:62627", + "accept": false, + "reason": "Both mention missing bundled dependencies, but one is extensions and the other is channel plugins/CLI breakage; not clearly the same defect." + }, + { + "left": "issue:64900", + "right": "issue:65834", + "accept": false, + "reason": "Different availability checks in different components: remote CDP profile state vs cron service reconciliation." + }, + { + "left": "issue:35523", + "right": "issue:68394", + "accept": false, + "reason": "Both are UI rendering bugs, but one is assistant messages in the TUI and the other is image messages in Control UI; separate issues." + }, + { + "left": "issue:51716", + "right": "issue:55304", + "accept": false, + "reason": "Signal SSE fetch failure on Node 24 and Telegram init failure after restart are distinct integration problems." + }, + { + "left": "issue:65090", + "right": "issue:66353", + "accept": false, + "reason": "Closely related browser/CDP topics, but the reported failures are different enough that they do not clearly share one concrete bug." + }, + { + "left": "issue:49885", + "right": "issue:53566", + "accept": false, + "reason": "Credentials lookup failure and unknown-model rejection are unrelated google-vertex issues." + }, + { + "left": "issue:68661", + "right": "issue:68788", + "accept": false, + "reason": "Both involve allowlists/shims, but heredoc approval prompting and cmdCommands ENOENT are different command-path bugs." + }, + { + "left": "issue:51099", + "right": "issue:67136", + "accept": false, + "reason": "One is a missing-python sandbox-image regression; the other is a write-tool success-reporting bug. Different root causes." + }, + { + "left": "issue:53733", + "right": "issue:67116", + "accept": false, + "reason": "A feature request for Intel Macs and a logging timestamp preference are unrelated." + }, + { + "left": "issue:67116", + "right": "issue:67930", + "accept": false, + "reason": "Logging default timezone and llama.cpp support are unrelated." + }, + { + "left": "issue:67116", + "right": "issue:67931", + "accept": false, + "reason": "Same as the other llama.cpp request pair: the log-time feature is unrelated." + }, + { + "left": "issue:64636", + "right": "issue:66523", + "accept": false, + "reason": "Both are ignored environment variables, but different variables and different subsystems; not the same bug." + }, + { + "left": "issue:52173", + "right": "issue:67619", + "accept": false, + "reason": "Dashboard model switching and chat-session context loss are separate state-management problems." + }, + { + "left": "issue:64707", + "right": "issue:67974", + "accept": false, + "reason": "Both involve Feishu config handling, but restart-time default-account creation and hot-reload credential loss are different defects." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet and stays conservative on the soft-edge pairs. The accepted duplicate pairs are well supported by the titles/body framing: 27804/33621, 32638/33272, 64978/65133, and 67930/67931. The rejected pairs are generally only thematically similar rather than clearly the same bug. No overstatement stands out." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 102, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:30374", + "issue:33639", + "issue:35300", + "issue:35589", + "issue:35871", + "issue:51780", + "issue:53233", + "issue:53858", + "issue:54253", + "issue:55276", + "issue:61412", + "issue:62172", + "issue:62272", + "issue:62623", + "issue:63138", + "issue:63461", + "issue:63816", + "issue:63921", + "issue:64517", + "issue:64670", + "issue:64775", + "issue:64788", + "issue:64841", + "issue:64900", + "issue:65054", + "issue:65102", + "issue:65309", + "issue:65565", + "issue:65921", + "issue:65971", + "issue:66405", + "issue:66635", + "issue:66637", + "issue:66741", + "issue:66746", + "issue:66866", + "issue:67256", + "issue:67366", + "issue:67442", + "issue:67516", + "issue:67576", + "issue:67817", + "issue:68073", + "issue:68076", + "issue:68413", + "issue:68593", + "issue:68791" + ], + "soft_pairs": [ + "issue:66635|issue:66637", + "issue:67366|issue:67516", + "issue:65309|issue:68413", + "issue:54253|issue:64670", + "issue:62172|issue:63816", + "issue:64517|issue:65102", + "issue:35300|issue:35589", + "issue:33639|issue:35871", + "issue:53858|issue:65971", + "issue:64775|issue:67817", + "issue:63921|issue:67442", + "issue:51780|issue:64900", + "issue:62623|issue:66405", + "issue:62272|issue:66866", + "issue:66637|issue:68593", + "issue:66741|issue:66746", + "issue:63461|issue:67256", + "issue:55276|issue:64841", + "issue:68076|issue:68791", + "issue:30374|issue:53233", + "issue:63138|issue:64788", + "issue:65921|issue:68073", + "issue:65565|issue:67576", + "issue:61412|issue:65054" + ], + "prepared_review_unit_hash": "a546984c1dd6f0c0fe9e64f9cfc63bc296bb2bc5041b4c2d51cfbc85fbc5de1d", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 24, + "serialized_chars": 34846, + "estimated_input_tokens": 8712, + "estimated_eval_tokens": 17680 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "These items are largely heterogeneous; the soft pairs mostly share only broad subsystems or generic failure patterns, not the same concrete defect or change.", + "confidence": 0.98, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": null, + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:66635", + "right": "issue:66637", + "accept": false, + "reason": "Both mention WhatsApp/media or app behavior only loosely, but one is an outbound MEDIA send bug and the other is a macOS browser proxy/remote mode issue; different code paths." + }, + { + "left": "issue:67366", + "right": "issue:67516", + "accept": false, + "reason": "Both are onboarding TypeErrors, but the failing step and likely cause differ: Telegram token replacement vs an undefined trim() value." + }, + { + "left": "issue:65309", + "right": "issue:68413", + "accept": false, + "reason": "Different failures: active memory blocking direct-chat turns vs Moonshot/Kimi timing out before first chunk." + }, + { + "left": "issue:54253", + "right": "issue:64670", + "accept": false, + "reason": "Unrelated bugs: a RISC-V64 run failure versus a /btw command error and ESC key handling issue." + }, + { + "left": "issue:62172", + "right": "issue:63816", + "accept": false, + "reason": "Different integrations and symptoms: Discord /status reporting undefined versus WhatsApp outbound media claiming success but delivering nothing." + }, + { + "left": "issue:64517", + "right": "issue:65102", + "accept": false, + "reason": "Separate config bugs: approvals.exec.targets with multiple agents versus tools.exec.security/full not enabling inline Python eval." + }, + { + "left": "issue:35300", + "right": "issue:35589", + "accept": false, + "reason": "Both are message-routing complaints, but one is Webchat heartbeat to Feishu and the other is TUI responses leaking to iMessage via persisted deliveryContext; not the same concrete bug." + }, + { + "left": "issue:33639", + "right": "issue:35871", + "accept": false, + "reason": "Both show wrong version text, but one is WebUI using wizard.lastRunVersion and the other is a gateway dashboard upgrade version mismatch; different sources and surfaces." + }, + { + "left": "issue:53858", + "right": "issue:65971", + "accept": false, + "reason": "A Nostr channel restart loop is not the same as a macOS gateway stalling after 15-20 minutes; different lifecycle failures." + }, + { + "left": "issue:64775", + "right": "issue:67817", + "accept": false, + "reason": "One is an OAuth/setup failure for OpenClaw/Codex, the other is a missing DISCORD_BOT_TOKEN in a service file; different causes and targets." + }, + { + "left": "issue:63921", + "right": "issue:67442", + "accept": false, + "reason": "Both involve Dreaming metadata, but one exposes raw corpus metadata in reflections while the other persists metadata into MEMORY.md; related area, but not the same bug." + }, + { + "left": "issue:51780", + "right": "issue:64900", + "accept": false, + "reason": "Different remote/CDP state issues: stuck running indicator after subagent completion versus profile state showing false despite live targets." + }, + { + "left": "issue:62623", + "right": "issue:66405", + "accept": false, + "reason": "A Slack DM attachment regression is too specific to merge with a broad multimedia/file I/O regression report." + }, + { + "left": "issue:62272", + "right": "issue:66866", + "accept": false, + "reason": "Unrelated: update failure from a missing module versus excessive Discord Gateway RESUMEs." + }, + { + "left": "issue:66637", + "right": "issue:68593", + "accept": false, + "reason": "macOS browser proxy/remote mode failure is distinct from the menubar app health-check/gateway connectivity status issue." + }, + { + "left": "issue:66741", + "right": "issue:66746", + "accept": false, + "reason": "Both concern memory/vector indexing, but one is chunks_vec not created despite sqlite-vec and the other is a Windows-specific FTS-only fallback; related family, not clearly one defect." + }, + { + "left": "issue:63461", + "right": "issue:67256", + "accept": false, + "reason": "Both are MEDIA send problems, but they are different channels (WhatsApp CLI vs WeCom) and likely different integration paths." + }, + { + "left": "issue:55276", + "right": "issue:64841", + "accept": false, + "reason": "File-path corruption during session entry capping is unrelated to a disabled memory-lancedb entry failing config validation after upgrade." + }, + { + "left": "issue:68076", + "right": "issue:68791", + "accept": false, + "reason": "They share the incomplete-turn wording, but 68791 is a broader native Windows regression with gateway health and Telegram symptoms, so it is not clearly the same underlying bug." + }, + { + "left": "issue:30374", + "right": "issue:53233", + "accept": false, + "reason": "Both mention rate limits and fallback, but one is AWS Bedrock failover never triggering and the other is Anthropic cooldown incorrectly propagating to Google Vertex; different providers and mechanics." + }, + { + "left": "issue:63138", + "right": "issue:64788", + "accept": false, + "reason": "Both are CDP connection problems, but one is a websocket unreachable after Chrome start and the other is a launchd/cdpHttp:false connection failure; not the same concrete path." + }, + { + "left": "issue:65921", + "right": "issue:68073", + "accept": false, + "reason": "A wrong bundled-acpx path after update is a launcher/path resolution bug, not the same as the broken upgrade flow for existing npm plugins." + }, + { + "left": "issue:65565", + "right": "issue:67576", + "accept": false, + "reason": "One is dashboard agent-default config validation, the other is model inference ignoring OpenRouter and falling back to openai-codex; unrelated configuration bugs." + }, + { + "left": "issue:61412", + "right": "issue:65054", + "accept": false, + "reason": "MiniMax TTS/provider registration failure and MiniMax usage-polling baseUrl hardcoding are separate code paths." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 103, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:31440", + "issue:31544", + "issue:32633", + "issue:33943", + "issue:35095", + "issue:36987", + "issue:37142", + "issue:52175", + "issue:52324", + "issue:53140", + "issue:53584", + "issue:53610", + "issue:53666", + "issue:53927", + "issue:61880", + "issue:62470", + "issue:63484", + "issue:63743", + "issue:64131", + "issue:64277", + "issue:64326", + "issue:64499", + "issue:64517", + "issue:64762", + "issue:64821", + "issue:64841", + "issue:64852", + "issue:64939", + "issue:65078", + "issue:65309", + "issue:65360", + "issue:65582", + "issue:65602", + "issue:66153", + "issue:66405", + "issue:66766", + "issue:66839", + "issue:67256", + "issue:67422", + "issue:67619", + "issue:67930", + "issue:67931", + "issue:67949", + "issue:67955", + "issue:68013", + "issue:68413", + "issue:68470", + "issue:68472" + ], + "soft_pairs": [ + "issue:31440|issue:67619", + "issue:53584|issue:66153", + "issue:64762|issue:64939", + "issue:68413|issue:68472", + "issue:33943|issue:36987", + "issue:53666|issue:67949", + "issue:61880|issue:67256", + "issue:64499|issue:65582", + "issue:66405|issue:68013", + "issue:32633|issue:52175", + "issue:31544|issue:52324", + "issue:64821|issue:65602", + "issue:65360|issue:66766", + "issue:62470|issue:64277", + "issue:65309|issue:68472", + "issue:64326|issue:68470", + "issue:35095|issue:64852", + "issue:37142|issue:67955", + "issue:53140|issue:67422", + "issue:53610|issue:53927", + "issue:63484|issue:64131", + "issue:63743|issue:67930", + "issue:63743|issue:67931", + "issue:64517|issue:66839", + "issue:64841|issue:65078" + ], + "prepared_review_unit_hash": "0972a835b58354bc529faa6b874c17cf9c8b94b5aff4d375dcc075312b6b5855", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 25, + "serialized_chars": 35611, + "estimated_input_tokens": 8903, + "estimated_eval_tokens": 18062 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This cluster is mostly heterogeneous, not one true duplicate set. Only a few soft pairs look like the same underlying bug: multipart/form-data transcription corruption, Feishu message-routing/reply failures, and Anthropic context-window misreporting.", + "confidence": 0.88, + "canonical_issue_reason": "No single canonical issue: the items span many unrelated bugs, with only a few true duplicate pairs.", + "canonical_pr_reason": null, + "best_issue_reason": null, + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:31440", + "right": "issue:67619", + "accept": false, + "reason": "Both involve sessions, but one is cross-channel session separation and the other is lost context after switching sessions; different bugs." + }, + { + "left": "issue:53584", + "right": "issue:66153", + "accept": false, + "reason": "Unrelated symptoms and surfaces: macOS scroll-position issue vs WhatsApp/Meta AI behavior." + }, + { + "left": "issue:64762", + "right": "issue:64939", + "accept": true, + "reason": "Same concrete multipart/FormData failure path: one reports corrupted multipart bodies breaking transcription, the other needs manual serialization to make transcription work." + }, + { + "left": "issue:68413", + "right": "issue:68472", + "accept": false, + "reason": "Different problems: model turn timeout vs explicit-session model override loss." + }, + { + "left": "issue:33943", + "right": "issue:36987", + "accept": true, + "reason": "Both point to the same Feishu message delivery/reply path being broken for normal replies/messages, not commands." + }, + { + "left": "issue:53666", + "right": "issue:67949", + "accept": false, + "reason": "Different subsystems and failure modes: memory index count regression vs Ollama web UI inference mismatch." + }, + { + "left": "issue:61880", + "right": "issue:67256", + "accept": false, + "reason": "Both involve file/media sending, but the concrete limits and channels differ; not the same bug." + }, + { + "left": "issue:64499", + "right": "issue:65582", + "accept": false, + "reason": "Both are macOS-related, but one is missing a node capability and the other is an ENOENT mkdir path issue." + }, + { + "left": "issue:66405", + "right": "issue:68013", + "accept": false, + "reason": "Too broad to merge: generic multimedia/file I/O regressions vs a specific startsWith TypeError in a subsystem file." + }, + { + "left": "issue:32633", + "right": "issue:52175", + "accept": false, + "reason": "Both mention sessions.json, but one is transcriptPath persistence and the other is missing isolated sessions registration." + }, + { + "left": "issue:31544", + "right": "issue:52324", + "accept": false, + "reason": "Different UI/UX bugs with no shared code-path evidence." + }, + { + "left": "issue:64821", + "right": "issue:65602", + "accept": false, + "reason": "Both touch reload/config state, but they describe different corruption mechanisms and different settings." + }, + { + "left": "issue:65360", + "right": "issue:66766", + "accept": true, + "reason": "Same model metadata problem: the UI shows the wrong context window for Anthropic Sonnet/Opus 4 variants." + }, + { + "left": "issue:62470", + "right": "issue:64277", + "accept": false, + "reason": "Different providers and paths: Gemini thinkingConfig response issue vs Slack requireMention thread-reply behavior." + }, + { + "left": "issue:65309", + "right": "issue:68472", + "accept": false, + "reason": "Different session behaviors: active-memory delay/timeouts vs per-session model override loss." + }, + { + "left": "issue:64326", + "right": "issue:68470", + "accept": false, + "reason": "Both affect compaction, but the root causes are different provider-specific token counting bugs." + }, + { + "left": "issue:35095", + "right": "issue:64852", + "accept": false, + "reason": "Both are 401s, but they involve different services and auth layers, so they are not the same bug." + }, + { + "left": "issue:37142", + "right": "issue:67955", + "accept": false, + "reason": "Different integrations and failures: MiniMax auth error vs Slack route 404." + }, + { + "left": "issue:53140", + "right": "issue:67422", + "accept": false, + "reason": "WhatsApp auto-reply takeover is unrelated to webchat streaming delays." + }, + { + "left": "issue:53610", + "right": "issue:53927", + "accept": false, + "reason": "Both are 404s, but they are different endpoints and routing problems." + }, + { + "left": "issue:63484", + "right": "issue:64131", + "accept": false, + "reason": "Different symptoms: heartbeat/model-switch/Feishu silence vs a dreaming-page UI display issue." + }, + { + "left": "issue:63743", + "right": "issue:67930", + "accept": false, + "reason": "IPv6 listening support and llama.cpp support are unrelated feature requests." + }, + { + "left": "issue:63743", + "right": "issue:67931", + "accept": false, + "reason": "Duplicate of another feature request, but not of the IPv6 issue; it is about llama.cpp support." + }, + { + "left": "issue:64517", + "right": "issue:66839", + "accept": false, + "reason": "Different exec/approval issues: multi-agent target selection vs missing macOS system.run.prepare advertisement." + }, + { + "left": "issue:64841", + "right": "issue:65078", + "accept": false, + "reason": "Different upgrade regressions: memory-lancedb validation vs Telegram transcript visibility in Web UI." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet and stays conservative. The accepted soft pairs are plausibly the same bug classes, and the rejected pairs do not overstate similarity. No evidence of an unjustified merge or an overly strong canonicalization claim." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 104, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:30030", + "issue:31689", + "issue:32533", + "issue:33143", + "issue:37546", + "issue:46002", + "issue:47563", + "issue:50964", + "issue:53233", + "issue:53273", + "issue:53705", + "issue:53863", + "issue:54060", + "issue:55276", + "issue:57898", + "issue:64262", + "issue:64549", + "issue:64783", + "issue:64788", + "issue:64910", + "issue:64916", + "issue:64955", + "issue:65086", + "issue:65103", + "issue:65317", + "issue:65495", + "issue:65510", + "issue:65740", + "issue:65862", + "issue:66227", + "issue:66527", + "issue:66682", + "issue:66699", + "issue:66714", + "issue:66718", + "issue:66752", + "issue:67237", + "issue:67248", + "issue:67483", + "issue:67619", + "issue:67930", + "issue:67931", + "issue:68004", + "issue:68141", + "issue:68216", + "issue:68326", + "issue:68578", + "issue:68603" + ], + "soft_pairs": [ + "issue:64955|issue:65510", + "issue:65103|issue:68603", + "issue:66527|issue:66752", + "issue:66699|issue:66714", + "issue:67930|issue:68141", + "issue:67931|issue:68141", + "issue:31689|issue:68578", + "issue:66682|issue:66699", + "issue:65317|issue:68216", + "issue:65862|issue:68326", + "issue:46002|issue:64783", + "issue:55276|issue:64262", + "issue:64910|issue:67619", + "issue:57898|issue:67237", + "issue:47563|issue:65740", + "issue:53273|issue:53863", + "issue:50964|issue:66227", + "issue:66718|issue:67483", + "issue:33143|issue:37546", + "issue:53233|issue:54060", + "issue:64788|issue:65495", + "issue:53705|issue:64549", + "issue:64916|issue:68004", + "issue:65086|issue:67248", + "issue:30030|issue:32533" + ], + "prepared_review_unit_hash": "0666b296fdb6f9ec8117376c0bbf9ec0e7da386c27fa478d2ad6748d12527477", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 25, + "serialized_chars": 35265, + "estimated_input_tokens": 8817, + "estimated_eval_tokens": 17890 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Mostly unrelated bug reports; only the two llama.cpp feature requests are true duplicates. The strongest issue in this set is the Anthropic cooldown/fallback report because it is specific, actionable, and clearly describes a concrete provider-routing bug.", + "confidence": 0.89, + "canonical_issue_reason": "issue:53233 is the most specific, clearly scoped bug report here: it names the exact failure mode (Anthropic rate-limit cooldown leaking to an independent google-vertex fallback provider) and the underlying provider-routing behavior.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:53233 is the best representative issue because it describes a concrete, reproducible bug with a precise cross-provider fallback problem; the other issues are either broader, noisier, or appear unrelated.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:64955", + "right": "issue:65510", + "accept": false, + "reason": "Both involve SecretRef/auth failures, but they affect different integrations and code paths (xAI auth vs Firecrawl webFetch); not the same underlying bug." + }, + { + "left": "issue:65103", + "right": "issue:68603", + "accept": false, + "reason": "Both mention duplicate dispatch, but one is image tool Slack uploads and the other is voice memo duplication with audioAsVoice; different feature paths." + }, + { + "left": "issue:66527", + "right": "issue:66752", + "accept": false, + "reason": "Both are npm packaging failures, but the missing files and failure modes differ (subagent-registry.runtime.js vs audit-Cb4RZuLD.js on ARM64)." + }, + { + "left": "issue:66699", + "right": "issue:66714", + "accept": false, + "reason": "Both are Telegram command issues, but one is payload-budget related and the other is missing startup invocation after restart; different bugs." + }, + { + "left": "issue:67930", + "right": "issue:68141", + "accept": false, + "reason": "Feature request vs websocket file-access feature; same broad area only, not the same change or problem." + }, + { + "left": "issue:67931", + "right": "issue:68141", + "accept": false, + "reason": "Same as above: duplicate feature requests do not match the websocket file-access request." + }, + { + "left": "issue:31689", + "right": "issue:68578", + "accept": false, + "reason": "Completely different symptoms and subsystems; one is vllm/qwen connection error, the other is an infinite-loop weather prompt bug." + }, + { + "left": "issue:66682", + "right": "issue:66699", + "accept": false, + "reason": "Both are Telegram-related, but one is setMyCommands not registering at startup while the other is payload truncation; not the same bug." + }, + { + "left": "issue:65317", + "right": "issue:68216", + "accept": false, + "reason": "Both are write failures, but they stem from different paths and error conditions (functions.write helper missing python vs Gemini CLI workspace writes)." + }, + { + "left": "issue:65862", + "right": "issue:68326", + "accept": false, + "reason": "Different features: onboarding provider list vs sub-agent model default guidance; no shared concrete bug." + }, + { + "left": "issue:46002", + "right": "issue:64783", + "accept": false, + "reason": "Both involve Feishu, but one is streaming behavior and the other is a ReferenceError on bot mention; unrelated code paths." + }, + { + "left": "issue:55276", + "right": "issue:64262", + "accept": false, + "reason": "Both say 'garbled,' but one is file paths during session capping and the other is model output corruption; too broad and not the same issue." + }, + { + "left": "issue:64910", + "right": "issue:67619", + "accept": false, + "reason": "One is a stuck reply UI, the other is lost session context after switching chats; different failures." + }, + { + "left": "issue:57898", + "right": "issue:67237", + "accept": false, + "reason": "The titles are generic complaints with no evidence of the same bug." + }, + { + "left": "issue:47563", + "right": "issue:65740", + "accept": false, + "reason": "Both are macOS ARM64 issues, but one is a sharp build failure and the other is Chrome CDP websocket connectivity; unrelated." + }, + { + "left": "issue:53273", + "right": "issue:53863", + "accept": false, + "reason": "Both are packaging/layout problems, but they affect different assets and breakages; not the same underlying bug." + }, + { + "left": "issue:50964", + "right": "issue:66227", + "accept": false, + "reason": "Both involve CLI list commands, but one exits with 1000 during cron scheduling and the other hangs after output; different failure modes." + }, + { + "left": "issue:66718", + "right": "issue:67483", + "accept": false, + "reason": "Both are TypeErrors from undefined values, but they occur in different functions and onboarding paths; not a duplicate." + }, + { + "left": "issue:33143", + "right": "issue:37546", + "accept": false, + "reason": "Multi-tool invalid tool-call generation and message-ordering conflict are distinct session bugs." + }, + { + "left": "issue:53233", + "right": "issue:54060", + "accept": false, + "reason": "Both are fallback/rate-limit themed, but one is cooldown leakage across providers and the other is a UI surfacing problem after fallback success; different concrete bugs." + }, + { + "left": "issue:64788", + "right": "issue:65495", + "accept": false, + "reason": "Both are browser/CDP connection failures, but one is launchd-related reachability and the other is SSRF/private-network policy blocking localhost; different root causes." + }, + { + "left": "issue:53705", + "right": "issue:64549", + "accept": false, + "reason": "Workspace deletion and memory file auto-indexing are unrelated." + }, + { + "left": "issue:64916", + "right": "issue:68004", + "accept": false, + "reason": "Empty message delivery and empty tools array are different pipeline issues." + }, + { + "left": "issue:65086", + "right": "issue:67248", + "accept": false, + "reason": "Both involve sessions_spawn/subagents, but one is wrong model selection and the other is ACP-only streamTo failure; not the same bug." + }, + { + "left": "issue:30030", + "right": "issue:32533", + "accept": false, + "reason": "Both mention fallback not switching providers, but the first is specifically about shared cooldown buckets on Anthropic rate limits while the second is generic overload-error escalation; too different to merge confidently." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 105, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:30314", + "issue:31275", + "issue:31544", + "issue:32532", + "issue:35023", + "issue:35397", + "issue:35405", + "issue:36057", + "issue:36157", + "issue:37299", + "issue:37344", + "issue:37571", + "issue:50345", + "issue:50401", + "issue:50999", + "issue:51158", + "issue:51569", + "issue:51611", + "issue:52265", + "issue:53591", + "issue:53689", + "issue:53785", + "issue:53881", + "issue:54014", + "issue:55272", + "issue:55345", + "issue:63704", + "issue:63752", + "issue:64319", + "issue:64670", + "issue:64748", + "issue:64798", + "issue:64982", + "issue:65347", + "issue:65521", + "issue:65524", + "issue:65747", + "issue:65760", + "issue:65971", + "issue:66016", + "issue:66050", + "issue:67190", + "issue:67394", + "issue:67441", + "issue:67806", + "issue:67817", + "issue:67908", + "issue:68264" + ], + "soft_pairs": [ + "issue:64748|issue:67190", + "issue:31275|issue:54014", + "issue:50401|issue:64670", + "issue:67806|issue:68264", + "issue:53881|issue:65747", + "issue:35023|issue:50345", + "issue:63752|issue:64798", + "issue:50999|issue:65971", + "issue:53785|issue:67908", + "issue:35405|issue:52265", + "issue:66050|issue:68264", + "issue:30314|issue:67441", + "issue:64982|issue:65524", + "issue:36057|issue:37571", + "issue:53591|issue:53689", + "issue:55272|issue:65760", + "issue:31544|issue:36157", + "issue:35397|issue:67817", + "issue:51569|issue:67908", + "issue:37299|issue:66016", + "issue:37344|issue:55345", + "issue:51158|issue:67394", + "issue:32532|issue:65521", + "issue:51611|issue:63704", + "issue:64319|issue:65347" + ], + "prepared_review_unit_hash": "10a3afb8a26389955ac42f29d8949ccfd4bf40ad0f003d7ecc17aea7be74dcf5", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 25, + "serialized_chars": 35526, + "estimated_input_tokens": 8882, + "estimated_eval_tokens": 18020 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Mostly false-positive cluster: the issues span unrelated areas (Feishu, cron, browser startup, auth/OAuth, packaging, UI rendering, and messaging integrations). The only plausible duplicate pair is the cron TypeError reports (37299/66016).", + "confidence": 0.93, + "canonical_issue_reason": "issue:66016 is the best canonical within the only true duplicate-like pair: it names the exact cron failure (`Cannot read properties of undefined (reading 'runningAtMs')`) and has more discussion context than issue:37299. The rest of the set is too heterogeneous to share one canonical bug.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:66016 is the strongest representative issue overall because it is the most specific cron bug report and appears to describe the same root failure as issue:37299; no PRs are present.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:64748", + "right": "issue:67190", + "accept": false, + "reason": "Both involve memory-wiki, but one is CLI allowlist validation and the other is a bridge import result mismatch; different bugs." + }, + { + "left": "issue:31275", + "right": "issue:54014", + "accept": false, + "reason": "Feishu session-memory hook behavior vs OPENCLAW_HOME path handling are unrelated." + }, + { + "left": "issue:50401", + "right": "issue:64670", + "accept": false, + "reason": "Different failures and code paths: DeepSeek tool-call request validation vs /btw command and ESC-key UI behavior." + }, + { + "left": "issue:67806", + "right": "issue:68264", + "accept": false, + "reason": "Both are rendering-related, but one is sent-message refresh lag in Control UI and the other is canvas/browser visualization in chat; not the same bug." + }, + { + "left": "issue:53881", + "right": "issue:65747", + "accept": false, + "reason": "Control UI scroll layout vs Dingding plugin stream-mode connection failure are different subsystems." + }, + { + "left": "issue:35023", + "right": "issue:50345", + "accept": false, + "reason": "Both mention thinking/redacted_thinking, but one is sub-agent history replay on turn 2 and the other is embedded run failure; different concrete paths." + }, + { + "left": "issue:63752", + "right": "issue:64798", + "accept": false, + "reason": "Anthropic API key detection vs plugin update advisory are unrelated." + }, + { + "left": "issue:50999", + "right": "issue:65971", + "accept": false, + "reason": "Both mention macOS restart/stall symptoms, but one is Telegram polling and the other is gateway message processing; no clear shared defect." + }, + { + "left": "issue:53785", + "right": "issue:67908", + "accept": false, + "reason": "Different packaging problems: missing Matrix crypto binary vs Docker binary package resolution for OAuth shared modules." + }, + { + "left": "issue:35405", + "right": "issue:52265", + "accept": false, + "reason": "Chrome extension nonce-mismatch handshake rejection is not the same as CLI cron/gateway handshake timeout." + }, + { + "left": "issue:66050", + "right": "issue:68264", + "accept": false, + "reason": "Managed browser CDP connectivity failure is different from chat canvas visualization rendering." + }, + { + "left": "issue:30314", + "right": "issue:67441", + "accept": false, + "reason": "One is message delivery failure; the other is a false-positive lastRunStatus after successful delivery." + }, + { + "left": "issue:64982", + "right": "issue:65524", + "accept": false, + "reason": "Exclusive allowlist warning behavior is unrelated to deleted-session access control." + }, + { + "left": "issue:36057", + "right": "issue:37571", + "accept": false, + "reason": "Both are provider/streaming bugs, but they affect different providers and different failure mechanisms." + }, + { + "left": "issue:53591", + "right": "issue:53689", + "accept": false, + "reason": "One is missing thinking payload compat causing empty tool args; the other is a model lookup/config issue." + }, + { + "left": "issue:55272", + "right": "issue:65760", + "accept": false, + "reason": "UI showing fallback model and retry prompt preservation are different fallback-related bugs." + }, + { + "left": "issue:31544", + "right": "issue:36157", + "accept": false, + "reason": "Helpful API-key warning vs image recognition failure after proxying to Cloudflare are unrelated." + }, + { + "left": "issue:35397", + "right": "issue:67817", + "accept": false, + "reason": "Podman apt-package env var handling vs Discord service token environment setup are different setup bugs." + }, + { + "left": "issue:51569", + "right": "issue:67908", + "accept": false, + "reason": "OAuth proxy handling and Docker package resolution are unrelated failures." + }, + { + "left": "issue:37299", + "right": "issue:66016", + "accept": true, + "reason": "Both describe the same cron TypeError family; 66016 provides the exact missing property (`runningAtMs`) that likely explains 37299's broader list/run crash." + }, + { + "left": "issue:37344", + "right": "issue:55345", + "accept": false, + "reason": "Discord proxy fetch failure and Feishu multi-agent config bug are unrelated." + }, + { + "left": "issue:51158", + "right": "issue:67394", + "accept": false, + "reason": "Both are inbound message delivery problems, but they target different chat platforms and different routing layers." + }, + { + "left": "issue:32532", + "right": "issue:65521", + "accept": false, + "reason": "Chrome extension startup deadlock and Windows managed browser immediate exit/CDP bind failure are different launch bugs." + }, + { + "left": "issue:51611", + "right": "issue:63704", + "accept": false, + "reason": "Feishu tool-mode parameter formatting and Control UI raw/form mode switching are unrelated." + }, + { + "left": "issue:64319", + "right": "issue:65347", + "accept": false, + "reason": "GitHub authorization waiting state is not the same as OpenAI Codex OAuth invalid_scope / missing code failure." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet and remains conservative. The only supported near-duplicate callout is the cron TypeError pair (37299/66016), and the other soft-edge rejections are reasonably justified without overstating evidence." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 106, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:31570", + "issue:32937", + "issue:33239", + "issue:33259", + "issue:33639", + "issue:33773", + "issue:34476", + "issue:34582", + "issue:36439", + "issue:37546", + "issue:37548", + "issue:51175", + "issue:51611", + "issue:53168", + "issue:53247", + "issue:53431", + "issue:53512", + "issue:53579", + "issue:53686", + "issue:53751", + "issue:53871", + "issue:54076", + "issue:57033", + "issue:62470", + "issue:64282", + "issue:64509", + "issue:64852", + "issue:64978", + "issue:65067", + "issue:65157", + "issue:65314", + "issue:65475", + "issue:65582", + "issue:65602", + "issue:65666", + "issue:65728", + "issue:65747", + "issue:66082", + "issue:66784", + "issue:67192", + "issue:67260", + "issue:67291", + "issue:67576", + "issue:67619", + "issue:67955", + "issue:67957", + "issue:68735" + ], + "soft_pairs": [ + "issue:64978|issue:65314", + "issue:64509|issue:65157", + "issue:65747|issue:67192", + "issue:33773|issue:65582", + "issue:34476|issue:64282", + "issue:67260|issue:67576", + "issue:33259|issue:33639", + "issue:53247|issue:53871", + "issue:66784|issue:68735", + "issue:36439|issue:65728", + "issue:53512|issue:67619", + "issue:34582|issue:67291", + "issue:53168|issue:53431", + "issue:51175|issue:53686", + "issue:65602|issue:67957", + "issue:31570|issue:65067", + "issue:51611|issue:66082", + "issue:54076|issue:64852", + "issue:37546|issue:53579", + "issue:57033|issue:62470", + "issue:53751|issue:65475", + "issue:32937|issue:67955", + "issue:33239|issue:37548", + "issue:64852|issue:65666" + ], + "prepared_review_unit_hash": "90c132950acd5e9a8b5be8ac394847bc00bcb2daf965c99fb5f9933dc7ec47ee", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 24, + "serialized_chars": 34436, + "estimated_input_tokens": 8609, + "estimated_eval_tokens": 17474 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Two soft duplicate clusters stand out: Feishu duplicate-plugin warnings and the stale WebUI version display after upgrade. The rest are similar-looking but distinct bugs across different code paths.", + "confidence": 0.78, + "canonical_issue_reason": "Issue #37548 is the clearest representative of a real duplicate cluster: it gives the exact Feishu configuration condition and matches the duplicate-plugin warning symptom directly.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue #37548 is the strongest overall issue in this set: specific repro, clear root symptom, and the best fit for consolidation of the accepted Feishu duplicate reports.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:64978", + "right": "issue:65314", + "accept": false, + "reason": "Different subsystems and failure modes: managed Chrome startup detection vs Ollama timeout in agent mode." + }, + { + "left": "issue:64509", + "right": "issue:65157", + "accept": false, + "reason": "Both mention claude-cli, but one is a usage/auth limit and the other is missing plugin hook dispatch; not the same bug." + }, + { + "left": "issue:65747", + "right": "issue:67192", + "accept": false, + "reason": "Both involve streaming, but one is a DingTalk plugin stream-mode integration failure and the other is a Mistral reasoning stream-wrapper crash." + }, + { + "left": "issue:33773", + "right": "issue:65582", + "accept": false, + "reason": "Both are filesystem-related, but the symptoms and root causes differ: missing memory directory vs mkdir ENOENT on macOS native." + }, + { + "left": "issue:34476", + "right": "issue:64282", + "accept": false, + "reason": "Generic update/config persistence complaints, but no evidence they are the same underlying bug." + }, + { + "left": "issue:67260", + "right": "issue:67576", + "accept": false, + "reason": "Both mention provider fallback, but they involve different providers and different decision paths." + }, + { + "left": "issue:33259", + "right": "issue:33639", + "accept": true, + "reason": "Same underlying version-display bug after upgrade: UI shows stale wizard.lastRunVersion instead of the actual package version." + }, + { + "left": "issue:53247", + "right": "issue:53871", + "accept": false, + "reason": "Different channel/plugin problems: WhatsApp agent crash from missing runtime API vs Telegram config loss after upgrade." + }, + { + "left": "issue:66784", + "right": "issue:68735", + "accept": false, + "reason": "Both are schema/rejection errors, but one is a specific Comfy provider config-validation issue and the other is a generic provider/tool payload failure." + }, + { + "left": "issue:36439", + "right": "issue:65728", + "accept": false, + "reason": "Unrelated bugs: Synology Chat message loss vs gateway startup unauthorized error." + }, + { + "left": "issue:53512", + "right": "issue:67619", + "accept": false, + "reason": "Both involve switching context, but one is agent-switch behavior under saturation and the other is session switching without save." + }, + { + "left": "issue:34582", + "right": "issue:67291", + "accept": false, + "reason": "WhatsApp message visibility issue and onboarding crash are separate problems." + }, + { + "left": "issue:53168", + "right": "issue:53431", + "accept": false, + "reason": "Both mention WebSocket, but one is a CLI gateway handshake timeout and the other is Feishu inbound message reception failure." + }, + { + "left": "issue:51175", + "right": "issue:53686", + "accept": false, + "reason": "Different integration failures: OpenAI Codex OAuth 403 vs Telegram outbound API failures." + }, + { + "left": "issue:65602", + "right": "issue:67957", + "accept": false, + "reason": "Different update/config bugs: reserveTokens being overwritten vs plugin reinstall/config overwrite on update." + }, + { + "left": "issue:31570", + "right": "issue:65067", + "accept": false, + "reason": "Not the same problem: generic command execution regression vs Windows onboarding failure." + }, + { + "left": "issue:51611", + "right": "issue:66082", + "accept": false, + "reason": "Different tool/plugin issues: Feishu doc mode parameter formatting vs memory-wiki export reporting zero artifacts." + }, + { + "left": "issue:54076", + "right": "issue:64852", + "accept": false, + "reason": "Both are OAuth-related, but one is a login redirect loop after account deletion and the other is Google Vertex credential auth regression." + }, + { + "left": "issue:37546", + "right": "issue:53579", + "accept": false, + "reason": "Both are session/context complaints, but one is message ordering conflict and the other is agents forgetting OpenClaw infrastructure usage." + }, + { + "left": "issue:57033", + "right": "issue:62470", + "accept": false, + "reason": "Both are Google model/provider issues, but one is a bad request schema field and the other is empty replies with thinkingConfig." + }, + { + "left": "issue:53751", + "right": "issue:65475", + "accept": false, + "reason": "Different Google API failures: header-auth rejection on generateContent vs double /v1beta baseUrl causing Lyria 404." + }, + { + "left": "issue:32937", + "right": "issue:67955", + "accept": false, + "reason": "Both are 404s, but one is generic WebUI access and the other is Slack HTTP route registration/availability." + }, + { + "left": "issue:33239", + "right": "issue:37548", + "accept": true, + "reason": "Same Feishu duplicate-plugin problem: both report duplicate plugin loading/id warnings from overlapping Feishu definitions." + }, + { + "left": "issue:64852", + "right": "issue:65666", + "accept": false, + "reason": "Both are 401/auth issues, but one is Google Vertex OAuth/service-account regression and the other is embed iframe token propagation." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The conclusions are conservative and supported by the packet. The two accepted pairs are the only ones with strong title-level alignment (33259/33639 and 33239/37548), and the rejects avoid overstating vague similarity. The summary stays grounded and does not claim broader clustering than the evidence supports." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 107, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:25303", + "issue:29727", + "issue:30818", + "issue:30922", + "issue:31247", + "issue:32678", + "issue:34243", + "issue:34353", + "issue:36439", + "issue:50253", + "issue:50651", + "issue:51569", + "issue:51658", + "issue:51824", + "issue:52292", + "issue:52328", + "issue:53480", + "issue:53591", + "issue:53648", + "issue:53686", + "issue:53705", + "issue:53724", + "issue:53959", + "issue:54070", + "issue:62826", + "issue:63124", + "issue:63725", + "issue:64055", + "issue:64741", + "issue:64783", + "issue:64860", + "issue:65078", + "issue:65451", + "issue:65510", + "issue:65794", + "issue:66254", + "issue:66487", + "issue:66637", + "issue:66799", + "issue:66952", + "issue:66982", + "issue:67742", + "issue:68215", + "issue:68216", + "issue:68436", + "issue:68593", + "issue:68707", + "issue:68851" + ], + "soft_pairs": [ + "issue:67742|issue:68215", + "issue:53480|issue:53591", + "issue:30818|issue:65794", + "issue:36439|issue:64055", + "issue:68707|issue:68851", + "issue:66487|issue:66982", + "issue:25303|issue:52292", + "issue:34243|issue:64783", + "issue:51569|issue:66952", + "issue:29727|issue:32678", + "issue:34353|issue:66254", + "issue:52328|issue:64860", + "issue:53686|issue:68436", + "issue:53724|issue:54070", + "issue:63725|issue:64741", + "issue:65078|issue:68216", + "issue:50651|issue:51824", + "issue:65510|issue:66637", + "issue:62826|issue:65451", + "issue:30922|issue:53648", + "issue:53705|issue:66799", + "issue:50253|issue:51658", + "issue:53959|issue:63124", + "issue:31247|issue:68593" + ], + "prepared_review_unit_hash": "c344cd324310c8a0c1efee0c218cb41391fb4a2d450eb5f860f8c8b7beb451fc", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 35185, + "estimated_input_tokens": 8797, + "estimated_eval_tokens": 17850 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "These items are mostly unrelated bugs/features across different subsystems. The only strong duplicate pair is the WhatsApp outbound media attachment failure: both reports describe media not being attached/sent by the WhatsApp send path, with one phrased as a regression and the other naming the same failing function.", + "confidence": 0.86, + "canonical_issue_reason": "issue:65451 is the better canonical issue: it names the concrete failing path (sendMessageWhatsApp) and the precise symptom (hasMedia false), making it the clearest target for duplicates.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:65451 is the strongest issue to keep as the duplicate target because it is specific, actionable, and matches the duplicate report on WhatsApp media not attaching.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:67742", + "right": "issue:68215", + "accept": false, + "reason": "Different problems: model fallback to Opus vs config schema validation failure on anonymousTelemetryId." + }, + { + "left": "issue:53480", + "right": "issue:53591", + "accept": false, + "reason": "Both involve regressions and tool calling, but they affect different providers and failure modes (thinkingLevel reset vs empty tool args)." + }, + { + "left": "issue:30818", + "right": "issue:65794", + "accept": false, + "reason": "Different surfaces: pasted images not reaching backend vs tool-call arguments being truncated in web chat." + }, + { + "left": "issue:36439", + "right": "issue:64055", + "accept": false, + "reason": "Unrelated subsystems and symptoms: Synology chat message loss vs gateway restart port conflict on arm64." + }, + { + "left": "issue:68707", + "right": "issue:68851", + "accept": false, + "reason": "Different bugs in different paths: usage tracking options vs image drag/drop/paste delivery in webchat." + }, + { + "left": "issue:66487", + "right": "issue:66982", + "accept": false, + "reason": "Related area, but not clearly the same code-path problem: missing completion payload in heartbeat prompt vs orphan sessions from relay handling." + }, + { + "left": "issue:25303", + "right": "issue:52292", + "accept": false, + "reason": "Different behaviors: verbose exec logging omission vs duplicate image sends from a skill's media attachment behavior." + }, + { + "left": "issue:34243", + "right": "issue:64783", + "accept": false, + "reason": "Unrelated: sandbox path escape for bundled skills vs Feishu ReferenceError when mentioning bot." + }, + { + "left": "issue:51569", + "right": "issue:66952", + "accept": false, + "reason": "Both are OAuth-related, but one is proxy handling during code-to-token exchange and the other is a refresh-token race/status reporting issue." + }, + { + "left": "issue:29727", + "right": "issue:32678", + "accept": false, + "reason": "Configuration-related, but not the same bug: sub-agents getting allowed:none vs Feishu bindings routing all messages to main agent." + }, + { + "left": "issue:34353", + "right": "issue:66254", + "accept": false, + "reason": "Different channels and failures: Discord requireMention logic vs WeCom setup/token display issue." + }, + { + "left": "issue:52328", + "right": "issue:64860", + "accept": false, + "reason": "Different extensions and causes: missing OPENCLAW_EXTENSIONS env var guidance vs QA Lab scenario-pack lookup after update." + }, + { + "left": "issue:53686", + "right": "issue:68436", + "accept": false, + "reason": "Unrelated API failures: Telegram outbound requests failing vs OpenRouter payloads=0 on model responses." + }, + { + "left": "issue:53724", + "right": "issue:54070", + "accept": false, + "reason": "Both mention message-tool schema problems, but the required field/validator issues differ (card required vs empty buttons array)." + }, + { + "left": "issue:63725", + "right": "issue:64741", + "accept": false, + "reason": "Completely different topics: web file upload feature request vs inability to update via web interface." + }, + { + "left": "issue:65078", + "right": "issue:68216", + "accept": false, + "reason": "Different bugs in different areas: Telegram transcript visibility vs Gemini CLI workspace write failure." + }, + { + "left": "issue:50651", + "right": "issue:51824", + "accept": false, + "reason": "Both concern model selection, but one is duplicate-ID filtering and the other is provider mapping for bailian models." + }, + { + "left": "issue:65510", + "right": "issue:66637", + "accept": false, + "reason": "Unrelated: Firecrawl SecretRef auth handling vs macOS remote browser proxy failure." + }, + { + "left": "issue:62826", + "right": "issue:65451", + "accept": true, + "reason": "Same underlying bug: WhatsApp outbound media is not being attached/sent in the sendMessageWhatsApp/send --media path." + }, + { + "left": "issue:30922", + "right": "issue:53648", + "accept": false, + "reason": "Unrelated UI bugs: version label mismatch vs skills search box showing gateway URL." + }, + { + "left": "issue:53705", + "right": "issue:66799", + "accept": false, + "reason": "Both touch agent workspace files, but one is destructive delete behavior and the other is overly broad read access; different code paths." + }, + { + "left": "issue:50253", + "right": "issue:51658", + "accept": false, + "reason": "No overlap beyond being feature requests: IPv6 bind support vs custom Brave Search base URL." + }, + { + "left": "issue:53959", + "right": "issue:63124", + "accept": false, + "reason": "Different exec/tooling failures: models not executing tools after update vs CLI subcommand SIGKILL." + }, + { + "left": "issue:31247", + "right": "issue:68593", + "accept": false, + "reason": "Both mention health/status, but the dashboard schema/usage problems are not the same as the menubar gateway health check mismatch." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is well grounded in the packet. The only clearly close duplicate pair is the WhatsApp media attachment bug: issue:62826 and issue:65451 describe the same outbound WhatsApp media-sending failure, and choosing issue:65451 as the canonical target is conservative and supported by the titles. The other soft-edge rejections stay cautious and do not overclaim equivalence." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 108, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:28222", + "issue:29670", + "issue:30981", + "issue:31049", + "issue:31096", + "issue:32493", + "issue:32900", + "issue:32937", + "issue:33468", + "issue:33880", + "issue:33943", + "issue:34271", + "issue:34476", + "issue:35763", + "issue:35859", + "issue:36170", + "issue:37344", + "issue:45064", + "issue:52405", + "issue:53235", + "issue:53925", + "issue:61589", + "issue:64131", + "issue:64213", + "issue:64282", + "issue:64499", + "issue:64798", + "issue:65050", + "issue:65133", + "issue:65182", + "issue:65810", + "issue:65967", + "issue:65990", + "issue:66034", + "issue:66046", + "issue:66094", + "issue:66173", + "issue:66702", + "issue:66833", + "issue:66907", + "issue:67092", + "issue:67106", + "issue:67414", + "issue:67610", + "issue:67698", + "issue:67759", + "issue:68766" + ], + "soft_pairs": [ + "issue:61589|issue:65990", + "issue:61589|issue:65133", + "issue:65050|issue:66702", + "issue:28222|issue:64282", + "issue:31049|issue:65967", + "issue:31096|issue:37344", + "issue:35859|issue:53235", + "issue:52405|issue:64499", + "issue:45064|issue:66046", + "issue:30981|issue:32493", + "issue:66833|issue:67698", + "issue:29670|issue:35763", + "issue:33468|issue:67610", + "issue:33880|issue:34271", + "issue:34476|issue:66094", + "issue:64798|issue:66173", + "issue:65182|issue:67092", + "issue:32937|issue:64131", + "issue:36170|issue:53925", + "issue:33943|issue:66034", + "issue:64213|issue:67759", + "issue:66907|issue:67106", + "issue:65810|issue:68766", + "issue:32900|issue:67414" + ], + "prepared_review_unit_hash": "913ec09f267a808c7769df99cc788deaa4c7c00f77bfb6c6c95150f3eecf8649", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 24, + "serialized_chars": 34552, + "estimated_input_tokens": 8638, + "estimated_eval_tokens": 17532 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Most pairs are not duplicates. I accepted the browser/CDP readiness cluster (61589, 65990, 65133) and the OpenRouter payloads=0 cluster (66833, 67698); the rest look like distinct bugs in different flows/subsystems.", + "confidence": 0.81, + "canonical_issue_reason": "issue:65990 is the clearest representative of the browser/CDP reachability cluster: it has the most complete repro, matches the other two CDP-ready-check reports, and is broad enough to cover the shared failure mode.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:65990 is the best single issue to keep as the canonical tracker for the shared browser/CDP bug because it is detailed, current, and central to the duplicate set.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:61589", + "right": "issue:65990", + "accept": true, + "reason": "Same concrete browser/CDP failure: managed Chromium starts, but the CDP websocket/readiness check says unreachable while manual CDP access works." + }, + { + "left": "issue:61589", + "right": "issue:65133", + "accept": true, + "reason": "Same underlying browser startup/readiness bug: managed Chrome starts but fails the CDP ready check, and manual launch succeeds." + }, + { + "left": "issue:65050", + "right": "issue:66702", + "accept": false, + "reason": "Both mention vision/images, but one is about stalled Codex-native turns with a dynamic tool, while the other is about contaminated image context; different failure modes." + }, + { + "left": "issue:28222", + "right": "issue:64282", + "accept": false, + "reason": "Unrelated issues: built-in diagnostics plugin failure vs a generic update problem." + }, + { + "left": "issue:31049", + "right": "issue:65967", + "accept": false, + "reason": "Fallback not working when the primary model is unreachable is not the same as the UI showing the old model name after fallback." + }, + { + "left": "issue:31096", + "right": "issue:37344", + "accept": false, + "reason": "Different channels and errors: Telegram 403 Forbidden vs Discord fetch/proxy failure." + }, + { + "left": "issue:35859", + "right": "issue:53235", + "accept": false, + "reason": "Different WebChat problems: cross-posting to Telegram vs responses not rendering in the UI." + }, + { + "left": "issue:52405", + "right": "issue:64499", + "accept": false, + "reason": "Both involve exec/system.run, but one is a canonical CWD approval error and the other is a missing prepare hook on macOS companion nodes." + }, + { + "left": "issue:45064", + "right": "issue:66046", + "accept": false, + "reason": "Memory leak/OOM on basic commands is unrelated to Google Vertex 401 authentication failures." + }, + { + "left": "issue:30981", + "right": "issue:32493", + "accept": false, + "reason": "Completely different products and symptoms: Signal admin setting propagation vs Slack JSON manifest framing." + }, + { + "left": "issue:66833", + "right": "issue:67698", + "accept": true, + "reason": "Same OpenRouter turn-detection/payloads=0 bug: one report names reasoning_details stream parsing, the other explicitly says incomplete turn detection with payloads=0." + }, + { + "left": "issue:29670", + "right": "issue:35763", + "accept": false, + "reason": "Different Tailscale-related authorization/pairing scenarios; not the same concrete bug." + }, + { + "left": "issue:33468", + "right": "issue:67610", + "accept": false, + "reason": "Different failures: googlechat startup exception vs sandbox plugin factory error." + }, + { + "left": "issue:33880", + "right": "issue:34271", + "accept": false, + "reason": "Both are Feishu-related, but one is about group chat sessions not spawning and the other is about @mention recognition; too different to merge." + }, + { + "left": "issue:34476", + "right": "issue:66094", + "accept": false, + "reason": "Changing API address taking effect is unrelated to model registry latency/timeouts." + }, + { + "left": "issue:64798", + "right": "issue:66173", + "accept": false, + "reason": "No plugin updates needed is unrelated to Umbrel updates lagging behind." + }, + { + "left": "issue:65182", + "right": "issue:67092", + "accept": false, + "reason": "Both mention output-tag cleanup, but one is about tags in Control UI and the other is malformed reasoning leaking into text/persistence." + }, + { + "left": "issue:32937", + "right": "issue:64131", + "accept": false, + "reason": "WebUI 404/telnet-ok is not the same as a dreaming page display abnormality." + }, + { + "left": "issue:36170", + "right": "issue:53925", + "accept": false, + "reason": "chat.inject missing transcript handling is unrelated to /btw failing on a specific model." + }, + { + "left": "issue:33943", + "right": "issue:66034", + "accept": false, + "reason": "Feishu channel message handling and /trace delivery are distinct command/message-path issues." + }, + { + "left": "issue:64213", + "right": "issue:67759", + "accept": false, + "reason": "Both involve multimodal/image models, but one is about catalog fallback treating models as text-only and the other is WebChat image recognition with a specific base URL." + }, + { + "left": "issue:66907", + "right": "issue:67106", + "accept": false, + "reason": "Both are UI text-rendering glitches, but one is a brief reappearance on stream start and the other is Safari-specific disappearance on tool results." + }, + { + "left": "issue:65810", + "right": "issue:68766", + "accept": false, + "reason": "Generic fallback-on-connection-error behavior is unrelated to Feishu WebSocket recovery after token refresh failure." + }, + { + "left": "issue:32900", + "right": "issue:67414", + "accept": false, + "reason": "A TUI showing no output is unrelated to pasted-image preview/history reprocessing in Control UI." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet and stays conservative. The two accepted clusters are well supported by the titles/bodies: the browser/CDP reports (61589, 65990, 65133) share the same unreachable-CDP-after-start symptom, and the OpenRouter reports (66833, 67698) both center on payloads=0 / incomplete turn detection. The rejected pairs are mostly clearly different subsystems or failure modes. Canonical choice of 65990 is reasonable given it is the most detailed and active in that cluster." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 109, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:19598", + "issue:26466", + "issue:31049", + "issue:34665", + "issue:35277", + "issue:35523", + "issue:36301", + "issue:36431", + "issue:36608", + "issue:36987", + "issue:37036", + "issue:51175", + "issue:51716", + "issue:52186", + "issue:53376", + "issue:53956", + "issue:54060", + "issue:54613", + "issue:56982", + "issue:59205", + "issue:63225", + "issue:63706", + "issue:64238", + "issue:64296", + "issue:64670", + "issue:64741", + "issue:65026", + "issue:65119", + "issue:65201", + "issue:65314", + "issue:65518", + "issue:65687", + "issue:65810", + "issue:66500", + "issue:66637", + "issue:66866", + "issue:67256", + "issue:67394", + "issue:67517", + "issue:67907", + "issue:67930", + "issue:67931", + "issue:67936", + "issue:67957", + "issue:68154", + "issue:68245", + "issue:68522", + "issue:68662" + ], + "soft_pairs": [ + "issue:68245|issue:68662", + "issue:36608|issue:65518", + "issue:63706|issue:65687", + "issue:19598|issue:67930", + "issue:19598|issue:67931", + "issue:35277|issue:35523", + "issue:36431|issue:65026", + "issue:37036|issue:64296", + "issue:56982|issue:66637", + "issue:64741|issue:67930", + "issue:64741|issue:67931", + "issue:65201|issue:68154", + "issue:67517|issue:68522", + "issue:53376|issue:64670", + "issue:26466|issue:53956", + "issue:51716|issue:54613", + "issue:63225|issue:66866", + "issue:34665|issue:36987", + "issue:51175|issue:64238", + "issue:67907|issue:67936", + "issue:31049|issue:65810", + "issue:36301|issue:67957", + "issue:66500|issue:67256", + "issue:52186|issue:67394", + "issue:59205|issue:65119", + "issue:54060|issue:65314" + ], + "prepared_review_unit_hash": "46833d12e41e5b3c7de7b324ace4c1ccdce365f99fc946e2ff8bdb3bbc6727f8", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 26, + "serialized_chars": 35313, + "estimated_input_tokens": 8829, + "estimated_eval_tokens": 17914 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Conservative read: these are only soft-similarity pairs, not confirmed duplicates. None of the provided pairs has explicit duplicate links or pair evidence, so all soft-edge verdicts should stay rejected.", + "confidence": 0.93, + "canonical_issue_reason": "Issue 36608 is the clearest representative for the session-file cleanup theme: it is concise, open, and strongly aligned with 65518 by title/body, but the packet does not support calling that pair a confirmed duplicate.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 36608 is the best overall issue representative among the provided items because it is narrowly scoped, open, and has the cleanest description of a concrete bug; it is suitable as a cluster anchor without asserting exact duplication.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:68245", + "right": "issue:68662", + "accept": false, + "reason": "Both involve hangs, but the concrete failures differ: Active Memory reply-flow blocking vs Ollama first-request blocking." + }, + { + "left": "issue:36608", + "right": "issue:65518", + "accept": false, + "reason": "Strong topical similarity on deleted session files, but the packet does not provide explicit duplicate evidence, so this should remain a possible relation only." + }, + { + "left": "issue:63706", + "right": "issue:65687", + "accept": false, + "reason": "Both are Discord voice-related, but they describe different failure modes and are not clearly the same bug." + }, + { + "left": "issue:19598", + "right": "issue:67930", + "accept": false, + "reason": "Feature requests for Slack threads and llama.cpp support are unrelated changes." + }, + { + "left": "issue:19598", + "right": "issue:67931", + "accept": false, + "reason": "Same as the other 67930 pair: unrelated feature request, not the same underlying change." + }, + { + "left": "issue:35277", + "right": "issue:35523", + "accept": false, + "reason": "Both affect TUI messaging, but one is double display and the other is delayed display until restart." + }, + { + "left": "issue:36431", + "right": "issue:65026", + "accept": false, + "reason": "Both involve routing/reply delivery, but the affected channel and failure mode are different." + }, + { + "left": "issue:37036", + "right": "issue:64296", + "accept": false, + "reason": "A Windows dashboard 404 and a WhatsApp Web connection ending early are not the same bug." + }, + { + "left": "issue:56982", + "right": "issue:66637", + "accept": false, + "reason": "Trusted-proxy doctor warning and remote browser proxy failure are different problems." + }, + { + "left": "issue:64741", + "right": "issue:67930", + "accept": false, + "reason": "An update-question feature issue and llama.cpp support request are unrelated." + }, + { + "left": "issue:64741", + "right": "issue:67931", + "accept": false, + "reason": "Same as above: unrelated feature request, not a duplicate." + }, + { + "left": "issue:65201", + "right": "issue:68154", + "accept": false, + "reason": "Both are false positives, but they concern different checks and subsystems." + }, + { + "left": "issue:67517", + "right": "issue:68522", + "accept": false, + "reason": "Both mention provider/network failures, but one is Cloudflare HTML misclassification and the other is DNS lookup failure." + }, + { + "left": "issue:53376", + "right": "issue:64670", + "accept": false, + "reason": "Feishu receive_id_type 400 error and /btw plus ESC-key failure are unrelated." + }, + { + "left": "issue:26466", + "right": "issue:53956", + "accept": false, + "reason": "They both reference thinking leakage, but the packet only supports soft similarity, not a confirmed duplicate." + }, + { + "left": "issue:51716", + "right": "issue:54613", + "accept": false, + "reason": "Different channel-specific delivery failures: Signal SSE TypeError vs WhatsApp group receipt failure." + }, + { + "left": "issue:63225", + "right": "issue:66866", + "accept": false, + "reason": "Missing module error and excessive Discord RESUMEs are unrelated issues." + }, + { + "left": "issue:34665", + "right": "issue:36987", + "accept": false, + "reason": "Feishu reply formatting appears related, but the packet does not justify merging them as one concrete bug." + }, + { + "left": "issue:51175", + "right": "issue:64238", + "accept": false, + "reason": "OAuth geo-restriction and unknown-model regression are unrelated failures." + }, + { + "left": "issue:67907", + "right": "issue:67936", + "accept": false, + "reason": "OpenRouter stopReason/payload behavior and Matrix startup failure are different bugs." + }, + { + "left": "issue:31049", + "right": "issue:65810", + "accept": false, + "reason": "Both involve fallback, but one is primary-model API unreachable and the other is explicit connection/network error handling; too little evidence to treat as one bug." + }, + { + "left": "issue:36301", + "right": "issue:67957", + "accept": false, + "reason": "Version mismatch after npm update and plugin reinstall/config overwrite are different problems." + }, + { + "left": "issue:66500", + "right": "issue:67256", + "accept": false, + "reason": "Feishu filename mojibake and WeCom MEDIA send failure are unrelated channel issues." + }, + { + "left": "issue:52186", + "right": "issue:67394", + "accept": false, + "reason": "TTS voice selection and WhatsApp group auto-reply delivery are unrelated." + }, + { + "left": "issue:59205", + "right": "issue:65119", + "accept": false, + "reason": "Ollama auth regression and Ollama model-detection regression are different issues." + }, + { + "left": "issue:54060", + "right": "issue:65314", + "accept": false, + "reason": "TUI fallback error surfacing and Ollama timeout are different failure modes." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "Reject: the analyst overstates the evidence in multiple places. The packet\u2019s soft_pairs list marks every pair as deterministic_accept=false, but the analyst flipped several of them to accept=true (36608/65518, 26466/53956, 34665/36987, 31049/65810). Also, the narrative claims \u201cconfirmed duplicate pair,\u201d \u201cexact match,\u201d and \u201ctrue duplicates,\u201d none of which are supported by the packet because no explicit duplicate links or pair evidence are provided. The conservative conclusion should have stayed at soft similarity / possible relation, not confirmed duplication." + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 110, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:30908", + "issue:31275", + "issue:31785", + "issue:32189", + "issue:32252", + "issue:32532", + "issue:32741", + "issue:32808", + "issue:33239", + "issue:33259", + "issue:33568", + "issue:35202", + "issue:35300", + "issue:35405", + "issue:35428", + "issue:51809", + "issue:53480", + "issue:53544", + "issue:53672", + "issue:53687", + "issue:53721", + "issue:53797", + "issue:53858", + "issue:62172", + "issue:62276", + "issue:62903", + "issue:62905", + "issue:62967", + "issue:63602", + "issue:63677", + "issue:63816", + "issue:64839", + "issue:64971", + "issue:65431", + "issue:66088", + "issue:66553", + "issue:66758", + "issue:66833", + "issue:66941", + "issue:67097", + "issue:67435", + "issue:67575", + "issue:67775", + "issue:68154", + "issue:68216", + "issue:68336", + "issue:68804" + ], + "soft_pairs": [ + "issue:51809|issue:67435", + "issue:32252|issue:53858", + "issue:62172|issue:66088", + "issue:62903|issue:62905", + "issue:33568|issue:68216", + "issue:53687|issue:64839", + "issue:53480|issue:53721", + "issue:53672|issue:62276", + "issue:63602|issue:67775", + "issue:66833|issue:67575", + "issue:32741|issue:32808", + "issue:67097|issue:68154", + "issue:30908|issue:66941", + "issue:32189|issue:63816", + "issue:53544|issue:68804", + "issue:63677|issue:66553", + "issue:32532|issue:35405", + "issue:31275|issue:35202", + "issue:35300|issue:64971", + "issue:31785|issue:33239", + "issue:53797|issue:62967", + "issue:67435|issue:68336", + "issue:33259|issue:35428", + "issue:65431|issue:66758" + ], + "prepared_review_unit_hash": "79c58278fc47d4634a7c489eca58f3e6dc25dcbfe2445b080a4a81994136ebc7", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 24, + "serialized_chars": 34647, + "estimated_input_tokens": 8662, + "estimated_eval_tokens": 17580 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Mostly unrelated issues were grouped by soft title similarity. The only strong duplicate-like match is the OpenRouter streaming turn-loss pair; the rest are similar by subsystem or symptom but do not appear to be the same concrete bug.", + "confidence": 0.78, + "canonical_issue_reason": "issue:67575 is the clearest, broader description of the OpenRouter failure: responses are received but not surfaced to the user, with payloads=0 and an incomplete turn.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:67575 is the best representative because it captures the user-visible end result and likely subsumes the more specific parsing complaint in issue:66833.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:51809", + "right": "issue:67435", + "accept": false, + "reason": "Both are model-prefix bugs, but they affect different providers and different code paths (Dashboard picker vs Ollama API prefixing)." + }, + { + "left": "issue:32252", + "right": "issue:53858", + "accept": false, + "reason": "Both involve Nostr, but one is about DM delivery bugs and the other is a restart loop; too different to be the same underlying defect." + }, + { + "left": "issue:62172", + "right": "issue:66088", + "accept": false, + "reason": "Discord status-label bug and Discord skill config validation are separate problems in the same ecosystem, not one shared bug." + }, + { + "left": "issue:62903", + "right": "issue:62905", + "accept": false, + "reason": "Both mention Telegram bundled-plugin regressions, but one is a missing startup file while the other involves doctor/config rewrite behavior; related, not clearly the same bug." + }, + { + "left": "issue:33568", + "right": "issue:68216", + "accept": false, + "reason": "Both mention files not being written, but they involve different channels and different workspace artifacts, so they are not the same issue." + }, + { + "left": "issue:53687", + "right": "issue:64839", + "accept": false, + "reason": "Both are image-related, but one is missing a media-understanding provider and the other is model/provider selection and blocked media URL handling." + }, + { + "left": "issue:53480", + "right": "issue:53721", + "accept": false, + "reason": "Discord /reset thinkingLevel regression and Telegram restart/init failure are unrelated bugs." + }, + { + "left": "issue:53672", + "right": "issue:62276", + "accept": false, + "reason": "Both mention port 18789, but one is a UI access problem and the other is a startup port-conflict scenario; not the same defect." + }, + { + "left": "issue:63602", + "right": "issue:67775", + "accept": false, + "reason": "MCP schema validation failure and LAN reachability failure are different layers and different failure modes." + }, + { + "left": "issue:66833", + "right": "issue:67575", + "accept": true, + "reason": "These describe the same OpenRouter turn-delivery failure: stream parsing / payload assembly leaves payloads=0 and the response never reaches the user." + }, + { + "left": "issue:32741", + "right": "issue:32808", + "accept": false, + "reason": "Custom-provider verification prompt behavior and Feishu channel add failure are unrelated." + }, + { + "left": "issue:67097", + "right": "issue:68154", + "accept": false, + "reason": "Both concern bundled plugins and manifests, but one is lifecycle injection of models while the other is a phantom-entry audit false positive." + }, + { + "left": "issue:30908", + "right": "issue:66941", + "accept": false, + "reason": "Duplicate plugin-id warnings on restart and a gateway not starting for a QClaw/wechat-access account are different symptoms and likely different causes." + }, + { + "left": "issue:32189", + "right": "issue:63816", + "accept": false, + "reason": "Discord model-label mismatch and WhatsApp media delivery failure are unrelated." + }, + { + "left": "issue:53544", + "right": "issue:68804", + "accept": false, + "reason": "Both are channel-status UI issues, but for different channels and different warning conditions." + }, + { + "left": "issue:63677", + "right": "issue:66553", + "accept": false, + "reason": "Both involve voice/STT, but one bypasses transcription entirely while the other is a timing race before transcript availability." + }, + { + "left": "issue:32532", + "right": "issue:35405", + "accept": false, + "reason": "Both concern the Chrome extension/gateway, but startup deadlock and nonce-mismatch rejection are distinct bugs." + }, + { + "left": "issue:31275", + "right": "issue:35202", + "accept": false, + "reason": "Feishu memory-hook behavior and Feishu long-link config failure are unrelated." + }, + { + "left": "issue:35300", + "right": "issue:64971", + "accept": false, + "reason": "Both are message-routing issues, but they affect different channels and different sending directions; not the same concrete bug." + }, + { + "left": "issue:31785", + "right": "issue:33239", + "accept": false, + "reason": "Plugin-load permission failure and duplicate-plugin warning during install are different failure modes." + }, + { + "left": "issue:53797", + "right": "issue:62967", + "accept": false, + "reason": "Both are 400 errors from model providers, but the unsupported model and unsupported reasoning_effort cases are distinct." + }, + { + "left": "issue:67435", + "right": "issue:68336", + "accept": false, + "reason": "Both mention Ollama and 404s, but one is a model-ID prefixing bug and the other is a side-channel failure with different context." + }, + { + "left": "issue:33259", + "right": "issue:35428", + "accept": false, + "reason": "Both are stale/refresh UI complaints, but one is version display after upgrade and the other is core-file refresh not reflecting edits." + }, + { + "left": "issue:65431", + "right": "issue:66758", + "accept": false, + "reason": "Both are image-tool/model-resolution problems, but one is unsupported-images configuration and the other is an 'Unknown model' regression for ollama providers." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet, and the only accepted soft-edge pair (issue:66833 / issue:67575) is a conservative, title-supported duplicate-like match. The remaining verdicts stay cautious and do not overclaim sameness; no mergeability issue applies because there are no PR pairs." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 111, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:19598", + "issue:26103", + "issue:30030", + "issue:33621", + "issue:34353", + "issue:34665", + "issue:35023", + "issue:50253", + "issue:51099", + "issue:52292", + "issue:52484", + "issue:53376", + "issue:53415", + "issue:53584", + "issue:53610", + "issue:53641", + "issue:53726", + "issue:53949", + "issue:57672", + "issue:60970", + "issue:62517", + "issue:62623", + "issue:62958", + "issue:63601", + "issue:63834", + "issue:63863", + "issue:64288", + "issue:64480", + "issue:64748", + "issue:64783", + "issue:64793", + "issue:64900", + "issue:64910", + "issue:65201", + "issue:65495", + "issue:65682", + "issue:66177", + "issue:66507", + "issue:66597", + "issue:66661", + "issue:66822", + "issue:66941", + "issue:67168", + "issue:67327", + "issue:67724", + "issue:68076", + "issue:68643", + "issue:68662" + ], + "soft_pairs": [ + "issue:66177|issue:66597", + "issue:64748|issue:67327", + "issue:65495|issue:65682", + "issue:66822|issue:68662", + "issue:63834|issue:65201", + "issue:64783|issue:66941", + "issue:53949|issue:62623", + "issue:51099|issue:67168", + "issue:53610|issue:66661", + "issue:53641|issue:64480", + "issue:64288|issue:68076", + "issue:64793|issue:64910", + "issue:63601|issue:67724", + "issue:26103|issue:30030", + "issue:53726|issue:63863", + "issue:52292|issue:53584", + "issue:34353|issue:64900", + "issue:52484|issue:62958", + "issue:53415|issue:60970", + "issue:53376|issue:62517", + "issue:33621|issue:35023", + "issue:34665|issue:66507", + "issue:57672|issue:68643", + "issue:19598|issue:50253" + ], + "prepared_review_unit_hash": "0e311214f9c6ccb05ce9755fbd680cc22170960218f527125950c64168706ceb", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 35512, + "estimated_input_tokens": 8878, + "estimated_eval_tokens": 18012 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "The list spans many unrelated subsystems; none of the soft pairs is a strong enough duplicate match to merge. I\u2019d use a single clear, user-facing agent/UI hang report as the representative issue.", + "confidence": 0.58, + "canonical_issue_reason": "Issue 64793 is the clearest, most actionable bug report among the candidates and best represents the closest hang/timeout-style reports.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 64793 has the most concrete symptom description and enough discussion/references to serve as a representative triage anchor.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:66177", + "right": "issue:66597", + "accept": false, + "reason": "Both mention message flicker, but they affect different UIs and describe different regressions; not enough evidence of the same code-path bug." + }, + { + "left": "issue:64748", + "right": "issue:67327", + "accept": false, + "reason": "One is an allowlist naming mismatch, the other is a bridge-artifact counting issue; same feature area, different failure." + }, + { + "left": "issue:65495", + "right": "issue:65682", + "accept": false, + "reason": "Both are browser/CDP SSRF-policy related, but one is localhost blocking and the other is a resolver return-value regression; likely separate bugs." + }, + { + "left": "issue:66822", + "right": "issue:68662", + "accept": false, + "reason": "Concurrency setting ignored vs Ollama request hang; related subsystem, but different underlying failures." + }, + { + "left": "issue:63834", + "right": "issue:65201", + "accept": false, + "reason": "Different false-positive warnings in different checks; no shared code-path evidence." + }, + { + "left": "issue:64783", + "right": "issue:66941", + "accept": false, + "reason": "Feishu mention ReferenceError and WeChat gateway startup failure are unrelated symptoms in different integration paths." + }, + { + "left": "issue:53949", + "right": "issue:62623", + "accept": false, + "reason": "Both are download issues, but they affect different channels and likely different handlers." + }, + { + "left": "issue:51099", + "right": "issue:67168", + "accept": false, + "reason": "Sandbox image missing python and logging.file not applied are unrelated configuration/runtime bugs." + }, + { + "left": "issue:53610", + "right": "issue:66661", + "accept": false, + "reason": "Both return 404s, but one is avatar serving and the other is external plugin route registration; different routes and causes." + }, + { + "left": "issue:53641", + "right": "issue:64480", + "accept": false, + "reason": "Discord attachment loss and BlueBubbles delivery failure are different integration bugs, not one shared change." + }, + { + "left": "issue:64288", + "right": "issue:68076", + "accept": false, + "reason": "Telegram polling stall and incomplete-turn error surfacing are distinct agent/runtime issues." + }, + { + "left": "issue:64793", + "right": "issue:64910", + "accept": false, + "reason": "Both describe UI hangs, but one is timeout/error surfacing and the other is a stuck reply-box animation; too little to treat as the same bug." + }, + { + "left": "issue:63601", + "right": "issue:67724", + "accept": false, + "reason": "event.messages.push and interactiveReplies dispatch are different event-handling problems." + }, + { + "left": "issue:26103", + "right": "issue:30030", + "accept": false, + "reason": "Different providers and different rate-limit behavior; they do not look like one fixable bug." + }, + { + "left": "issue:53726", + "right": "issue:63863", + "accept": false, + "reason": "The titles are unrelated; one is a nonsense antivirus issue, the other is a startup regression." + }, + { + "left": "issue:52292", + "right": "issue:53584", + "accept": false, + "reason": "Duplicate image sends and macOS chat scroll position are unrelated UI behaviors." + }, + { + "left": "issue:34353", + "right": "issue:64900", + "accept": false, + "reason": "Discord mention gating and remote CDP profile state detection are unrelated." + }, + { + "left": "issue:52484", + "right": "issue:62958", + "accept": false, + "reason": "Subagent handoff timeout JSON and local Ollama hanging are different runtime failures." + }, + { + "left": "issue:53415", + "right": "issue:60970", + "accept": false, + "reason": "Both touch session creation, but one is a persistent queue-owner error after spawn and the other is silent session creation failure; not clearly the same bug." + }, + { + "left": "issue:53376", + "right": "issue:62517", + "accept": false, + "reason": "Feishu send validation and tilde-path edit failure with Telegram side effects are unrelated." + }, + { + "left": "issue:33621", + "right": "issue:35023", + "accept": false, + "reason": "Both involve Anthropic history replay, but one is dangling tool_use after compaction and the other strips thinking blocks in sub-agent replay; likely separate fixes." + }, + { + "left": "issue:34665", + "right": "issue:66507", + "accept": false, + "reason": "Invalid Feishu user_id mapping and cross-channel session sharing are different bugs." + }, + { + "left": "issue:57672", + "right": "issue:68643", + "accept": false, + "reason": "Both involve OpenRouter, but one is tool-call ID validation and the other is a wrong base URL; distinct failure modes." + }, + { + "left": "issue:19598", + "right": "issue:50253", + "accept": false, + "reason": "Slack thread support and IPv6 bind support are unrelated feature requests." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 112, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:29727", + "issue:30316", + "issue:30922", + "issue:31260", + "issue:31595", + "issue:33043", + "issue:33534", + "issue:37040", + "issue:37548", + "issue:49264", + "issue:49784", + "issue:51749", + "issue:51780", + "issue:53376", + "issue:53498", + "issue:53578", + "issue:53610", + "issue:53753", + "issue:53864", + "issue:53955", + "issue:58535", + "issue:58617", + "issue:61103", + "issue:63035", + "issue:63602", + "issue:64292", + "issue:64698", + "issue:64991", + "issue:65165", + "issue:65293", + "issue:65516", + "issue:65565", + "issue:65608", + "issue:65763", + "issue:66254", + "issue:66519", + "issue:66637", + "issue:66907", + "issue:66934", + "issue:66936", + "issue:67188", + "issue:67260", + "issue:67415", + "issue:67610", + "issue:67955", + "issue:68004", + "issue:68522", + "issue:68634" + ], + "soft_pairs": [ + "issue:37040|issue:68522", + "issue:65516|issue:65608", + "issue:49784|issue:61103", + "issue:66637|issue:67415", + "issue:31260|issue:66254", + "issue:31595|issue:64698", + "issue:49264|issue:66936", + "issue:53610|issue:67955", + "issue:58535|issue:65165", + "issue:33043|issue:67188", + "issue:63035|issue:68634", + "issue:53955|issue:68004", + "issue:30316|issue:53498", + "issue:37548|issue:65293", + "issue:51749|issue:58617", + "issue:53376|issue:67610", + "issue:30922|issue:33534", + "issue:65565|issue:67260", + "issue:29727|issue:64292", + "issue:66907|issue:66934", + "issue:53578|issue:64991", + "issue:53753|issue:65763", + "issue:53864|issue:63602", + "issue:51780|issue:66519" + ], + "prepared_review_unit_hash": "661b283c754427257fc26a7894ee353f3d471fb5bb8c1b2416f603570bd5d2d2", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 35277, + "estimated_input_tokens": 8820, + "estimated_eval_tokens": 17896 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "These items are mostly unrelated standalone bugs. The only strong duplicate pair is the sub-agent spawn/allowed:none regression; the rest share broad subsystems or superficial symptoms but not the same concrete failure.", + "confidence": 0.84, + "canonical_issue_reason": "issue:29727 is the broad, clearest report of the sub-agent spawn permission regression ('allowed: none') and is the best anchor for the accepted duplicate pair.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:29727 has the most general and complete description of the same allowed:none/sub-agent spawn bug, making it the best issue representative.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:37040", + "right": "issue:68522", + "accept": false, + "reason": "Different failures: missing visible reply vs provider DNS lookup/authentication error." + }, + { + "left": "issue:65516", + "right": "issue:65608", + "accept": false, + "reason": "Both are build failures, but the causes differ: missing installed script vs hardcoded ADDON_DIR/pnpm version issue." + }, + { + "left": "issue:49784", + "right": "issue:61103", + "accept": false, + "reason": "Both involve uploads, but one is MS Teams CLI file upload and the other is Control UI screenshot/image upload after upgrade." + }, + { + "left": "issue:66637", + "right": "issue:67415", + "accept": false, + "reason": "Different macOS paths and symptoms: remote browser proxy failure vs talk-mode audio dropping on tool calls." + }, + { + "left": "issue:31260", + "right": "issue:66254", + "accept": false, + "reason": "Both are status/config symptoms, but for different integrations and different underlying problems." + }, + { + "left": "issue:31595", + "right": "issue:64698", + "accept": false, + "reason": "Both are Telegram config bugs, but one is persistence after restart and the other is requireMention being ignored." + }, + { + "left": "issue:49264", + "right": "issue:66936", + "accept": false, + "reason": "Both mention SecretRef, but one crashes doctor --non-interactive and the other is a CLI list command hang." + }, + { + "left": "issue:53610", + "right": "issue:67955", + "accept": false, + "reason": "Both are 404s, but they target different routes and different features." + }, + { + "left": "issue:58535", + "right": "issue:65165", + "accept": false, + "reason": "Discord announce field stripping is unrelated to image-capability upload rejection." + }, + { + "left": "issue:33043", + "right": "issue:67188", + "accept": false, + "reason": "Specific Feishu TTS truncation is not the same as a vague tts report." + }, + { + "left": "issue:63035", + "right": "issue:68634", + "accept": false, + "reason": "Different pairing/approval problems: JSON serialization of pending.json vs repeated scope-upgrade/native approval loop." + }, + { + "left": "issue:53955", + "right": "issue:68004", + "accept": false, + "reason": "Memory indexing failure and empty tools array are related only at a high level; the concrete bug differs." + }, + { + "left": "issue:30316", + "right": "issue:53498", + "accept": false, + "reason": "Telegram duplicate delivery is unrelated to Telegram file attachment transfer to a remote host." + }, + { + "left": "issue:37548", + "right": "issue:65293", + "accept": false, + "reason": "Both concern plugin/channel config, but one is a duplicate-id warning and the other is a doctor --fix boot-loop regression." + }, + { + "left": "issue:51749", + "right": "issue:58617", + "accept": false, + "reason": "Both are MS Teams attachment bugs, but the titles indicate different attachment-handling failures and likely different root causes." + }, + { + "left": "issue:53376", + "right": "issue:67610", + "accept": false, + "reason": "Feishu message-send 400 error is unrelated to sandbox backend factory initialization failure." + }, + { + "left": "issue:30922", + "right": "issue:33534", + "accept": false, + "reason": "Version string bug and session displayName bug affect different UI fields with different causes." + }, + { + "left": "issue:65565", + "right": "issue:67260", + "accept": false, + "reason": "Different domains entirely: default-agent config validation vs Telegram session/model fallback behavior." + }, + { + "left": "issue:29727", + "right": "issue:64292", + "accept": true, + "reason": "Both describe the same sessions_spawn permission regression where agentId is rejected as allowed:none despite valid configuration." + }, + { + "left": "issue:66907", + "right": "issue:66934", + "accept": false, + "reason": "Input field flicker during streaming is not the same as an incorrect sender label in webchat." + }, + { + "left": "issue:53578", + "right": "issue:64991", + "accept": false, + "reason": "Both mention Gemini OAuth, but one is performance regression and the other is a communication failure." + }, + { + "left": "issue:53753", + "right": "issue:65763", + "accept": false, + "reason": "Model-picker ID composition is a UI selection bug, not the provider-model authorization/alias issue described here." + }, + { + "left": "issue:53864", + "right": "issue:63602", + "accept": false, + "reason": "One is about existing sessions staying unavailable after a transient startup failure; the other is a specific inputSchema validation error." + }, + { + "left": "issue:51780", + "right": "issue:66519", + "accept": false, + "reason": "Both involve subagent completion events, but one is a stuck running indicator and the other is duplicate delivery from a raw-status fallback." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet and stays conservative: it treats most pairs as non-duplicates unless the concrete failure matches, and the only accepted pair (29727/64292) is clearly supported by the titles. No evidence appears overstated, and there are no PR-pair mergeability concerns here." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 113, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:29809", + "issue:30202", + "issue:30316", + "issue:30962", + "issue:32976", + "issue:33053", + "issue:33124", + "issue:33354", + "issue:34527", + "issue:34537", + "issue:51174", + "issue:51593", + "issue:51794", + "issue:52328", + "issue:53284", + "issue:53591", + "issue:53705", + "issue:53785", + "issue:53946", + "issue:57033", + "issue:61412", + "issue:62470", + "issue:63834", + "issue:64048", + "issue:64274", + "issue:64288", + "issue:64374", + "issue:64814", + "issue:65078", + "issue:65119", + "issue:65309", + "issue:65424", + "issue:65791", + "issue:65950", + "issue:66006", + "issue:66129", + "issue:66381", + "issue:66527", + "issue:66591", + "issue:66674", + "issue:67188", + "issue:67248", + "issue:67469", + "issue:67629", + "issue:67746", + "issue:67869", + "issue:68508", + "issue:68540" + ], + "soft_pairs": [ + "issue:53284|issue:65950", + "issue:29809|issue:33124", + "issue:34527|issue:67188", + "issue:53785|issue:53946", + "issue:61412|issue:65424", + "issue:64288|issue:65119", + "issue:62470|issue:67469", + "issue:51174|issue:67746", + "issue:64048|issue:66591", + "issue:53705|issue:64274", + "issue:65309|issue:67869", + "issue:30962|issue:33053", + "issue:66129|issue:66527", + "issue:30202|issue:68508", + "issue:66006|issue:66381", + "issue:51593|issue:53591", + "issue:30316|issue:68540", + "issue:57033|issue:65078", + "issue:65791|issue:67629", + "issue:33354|issue:63834", + "issue:52328|issue:64814", + "issue:51794|issue:64374", + "issue:66674|issue:67248", + "issue:32976|issue:34537" + ], + "prepared_review_unit_hash": "038b870434781cc3f6692f040a8393f46d5a4c4d393a79e0d6907d9b00adb5df", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 35273, + "estimated_input_tokens": 8819, + "estimated_eval_tokens": 17894 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "The set is mostly heterogeneous. I see two plausible duplicate pairs: the Control UI/WebChat origin-allowedOrigins regression, and the WebChat system-message leak into the visible transcript. Everything else looks like separate bugs or unrelated feature requests.", + "confidence": 0.68, + "canonical_issue_reason": "issue:29809 is the clearest user-facing report in the origin/allowedOrigins pair and has more discussion/activity, so it is the best anchor for that duplicate subgroup.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:29809 is the strongest global issue representative among the accepted duplicate candidates; it describes the concrete failure mode and has the most traction.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:53284", + "right": "issue:65950", + "accept": false, + "reason": "Both involve cron, but one is about transcript persistence and the other about status reporting; different bugs." + }, + { + "left": "issue:29809", + "right": "issue:33124", + "accept": true, + "reason": "Same underlying gateway/controlUi origin-allowlist bug: 33124 describes the missing doctor auto-seed that leads to the origin-not-allowed error." + }, + { + "left": "issue:34527", + "right": "issue:67188", + "accept": false, + "reason": "One is a specific TTS streaming interruption; the other is too vague and does not match the same concrete failure." + }, + { + "left": "issue:53785", + "right": "issue:53946", + "accept": false, + "reason": "Different problems: missing Linux npm binary vs third-party plugin path parsing." + }, + { + "left": "issue:61412", + "right": "issue:65424", + "accept": false, + "reason": "Different MiniMax code paths: TTS provider registration vs image attachment handling." + }, + { + "left": "issue:64288", + "right": "issue:65119", + "accept": false, + "reason": "Telegram polling stall and Ollama model detection are unrelated." + }, + { + "left": "issue:62470", + "right": "issue:67469", + "accept": false, + "reason": "Gemini thinkingConfig empty replies and transcript persistence are separate issues." + }, + { + "left": "issue:51174", + "right": "issue:67746", + "accept": false, + "reason": "Probe output truncation and session cleanup are different WhatsApp-channel bugs." + }, + { + "left": "issue:64048", + "right": "issue:66591", + "accept": false, + "reason": "Different failures: Ollama/qwen startup issue vs lossless-claw ContextEngine id mismatch." + }, + { + "left": "issue:53705", + "right": "issue:64274", + "accept": false, + "reason": "Workspace deletion logic and MiniMax auth-profile resolution are unrelated." + }, + { + "left": "issue:65309", + "right": "issue:67869", + "accept": false, + "reason": "Both affect responsiveness, but the causes differ: Active Memory latency vs Windows plugin discovery blocking the event loop." + }, + { + "left": "issue:30962", + "right": "issue:33053", + "accept": false, + "reason": "Discord newline formatting and QQ cron message filtering are unrelated." + }, + { + "left": "issue:66129", + "right": "issue:66527", + "accept": false, + "reason": "Both mention missing bundled files, but they are different files and different consumers; not the same concrete bug." + }, + { + "left": "issue:30202", + "right": "issue:68508", + "accept": true, + "reason": "Both report system/heartbeat messages leaking into the visible WebChat/Control UI transcript; same underlying visibility bug." + }, + { + "left": "issue:66006", + "right": "issue:66381", + "accept": false, + "reason": "Auto-scroll behavior and temporary message disappearance are different UI bugs." + }, + { + "left": "issue:51593", + "right": "issue:53591", + "accept": false, + "reason": "Different Moonshot/Kimi tool-call failures: duplicated tool-call id vs empty tool-call args." + }, + { + "left": "issue:30316", + "right": "issue:68540", + "accept": false, + "reason": "Telegram duplicate-send behavior and Feishu local-image upload handling are unrelated." + }, + { + "left": "issue:57033", + "right": "issue:65078", + "accept": false, + "reason": "Gemini provider payload mismatch and Telegram transcript visibility are separate bugs." + }, + { + "left": "issue:65791", + "right": "issue:67629", + "accept": false, + "reason": "A secretRef feature request and a cron running-status feature request are not duplicates." + }, + { + "left": "issue:33354", + "right": "issue:63834", + "accept": false, + "reason": "Workspace skill loading and security-audit false warnings are different issues." + }, + { + "left": "issue:52328", + "right": "issue:64814", + "accept": false, + "reason": "Extension enablement failure and pluginConfig null are different configuration bugs." + }, + { + "left": "issue:51794", + "right": "issue:64374", + "accept": false, + "reason": "Discord token secretRef resolution and missing_scope on message read are unrelated." + }, + { + "left": "issue:66674", + "right": "issue:67248", + "accept": false, + "reason": "Different GPT-5.4 failures: rawError mapping vs subagent runtime stream handling." + }, + { + "left": "issue:32976", + "right": "issue:34537", + "accept": false, + "reason": "Both involve response rendering, but one replaces the final reply with tool output while the other hides responses when is missing; not the same concrete bug." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "Grounded and conservative overall. The two accepted soft pairs are well supported by the titles/body context in the packet: 29809/33124 share the same allowedOrigins loopback regression, and 30202/68508 both describe visible transcript leakage of system/heartbeat messages. The remaining verdicts stay appropriately cautious and do not overstate duplicate evidence." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 114, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:28222", + "issue:29670", + "issue:30917", + "issue:32473", + "issue:32533", + "issue:32678", + "issue:32808", + "issue:32947", + "issue:34253", + "issue:34476", + "issue:34631", + "issue:35306", + "issue:35389", + "issue:37388", + "issue:50017", + "issue:50401", + "issue:50966", + "issue:51023", + "issue:51640", + "issue:52271", + "issue:53233", + "issue:53466", + "issue:53610", + "issue:53656", + "issue:53686", + "issue:53724", + "issue:53726", + "issue:53733", + "issue:53766", + "issue:53873", + "issue:57055", + "issue:62672", + "issue:64238", + "issue:64288", + "issue:64523", + "issue:64670", + "issue:65182", + "issue:65794", + "issue:66677", + "issue:67441", + "issue:67488", + "issue:67502", + "issue:67688", + "issue:67798", + "issue:67917", + "issue:68141", + "issue:68147", + "issue:68336" + ], + "soft_pairs": [ + "issue:35389|issue:51640", + "issue:53726|issue:65794", + "issue:64670|issue:68336", + "issue:67441|issue:67488", + "issue:64523|issue:65182", + "issue:67688|issue:67798", + "issue:50017|issue:62672", + "issue:52271|issue:67502", + "issue:30917|issue:64288", + "issue:34631|issue:53610", + "issue:53686|issue:64238", + "issue:28222|issue:34476", + "issue:50401|issue:53873", + "issue:32947|issue:64238", + "issue:29670|issue:32473", + "issue:34476|issue:37388", + "issue:53733|issue:68141", + "issue:50966|issue:51023", + "issue:53466|issue:67917", + "issue:66677|issue:68147", + "issue:35306|issue:57055", + "issue:53724|issue:53766", + "issue:32533|issue:53233", + "issue:32678|issue:34253", + "issue:32808|issue:53656" + ], + "prepared_review_unit_hash": "ec8ae91c223b0dd4b23f0a1b856a9e8b6c9d6fe653f182869eaa0deb1e02a2cd", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 25, + "serialized_chars": 35126, + "estimated_input_tokens": 8782, + "estimated_eval_tokens": 17820 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Most pairs are lookalike but unrelated bug reports across different subsystems. The only strong duplicate signal is the Feishu card-field validation bug, where issue 53656 is the better canonical target over 53724.", + "confidence": 0.88, + "canonical_issue_reason": "issue:53656 is the broader, more detailed report and it already has an explicit duplicate reference from issue:53724, so it should serve as the canonical issue.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:53656 is the best representative issue in this set because it captures the underlying Feishu card-validation problem and is explicitly referenced by the duplicate report.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:35389", + "right": "issue:51640", + "accept": false, + "reason": "Both mention ACP/permissionMode, but one is silent session failure and the other is CLI forwarding; different failure points and not clearly the same bug." + }, + { + "left": "issue:53726", + "right": "issue:65794", + "accept": false, + "reason": "One is a generic antivirus/Trojan joke-like issue; the other is a web chat tool-call truncation bug. No shared code-path." + }, + { + "left": "issue:64670", + "right": "issue:68336", + "accept": false, + "reason": "Both mention /btw, but one is a command 400/ESC handling issue and the other is an Ollama Cloud 404. Different endpoints and symptoms." + }, + { + "left": "issue:67441", + "right": "issue:67488", + "accept": false, + "reason": "Both are cron-related, but one is status reporting and the other is serialization of edit arguments. Different bugs." + }, + { + "left": "issue:64523", + "right": "issue:65182", + "accept": false, + "reason": "Both affect Control UI rendering, but one reinjects assistant output as user input while the other fails to strip tags. Separate issues." + }, + { + "left": "issue:67688", + "right": "issue:67798", + "accept": false, + "reason": "Both involve openai-codex and Cloudflare/backend failures, but one is a macOS challenge-page fetch issue and the other is a VPS OAuth rejection. Not clearly mergeable." + }, + { + "left": "issue:50017", + "right": "issue:62672", + "accept": false, + "reason": "Both are model fallback problems, but one is invalid model ID causing HTTP 400 and the other is 429 propagation. Different trigger and code path." + }, + { + "left": "issue:52271", + "right": "issue:67502", + "accept": false, + "reason": "Nested lane deadlock/regression is different from assistant response loss and delivery context corruption; not the same underlying bug." + }, + { + "left": "issue:30917", + "right": "issue:64288", + "accept": false, + "reason": "Telegram vs. generic 2026.2.25 model-specific failure; unrelated artifacts." + }, + { + "left": "issue:34631", + "right": "issue:53610", + "accept": false, + "reason": "Both are 404s, but one is LINE webhook routing and the other is avatar serving. Different routes and root causes." + }, + { + "left": "issue:53686", + "right": "issue:64238", + "accept": false, + "reason": "Telegram outbound API failure and model-regression unknown-model error are unrelated." + }, + { + "left": "issue:28222", + "right": "issue:34476", + "accept": false, + "reason": "Diagnostics-otel plugin failure and API address changes are different subsystems and symptoms." + }, + { + "left": "issue:50401", + "right": "issue:53873", + "accept": false, + "reason": "DeepSeek tool-call request rejection and a CVE request are unrelated." + }, + { + "left": "issue:32947", + "right": "issue:64238", + "accept": false, + "reason": "web_fetch network failure and unknown-model regression are different bugs." + }, + { + "left": "issue:29670", + "right": "issue:32473", + "accept": false, + "reason": "Control UI pairing/authentication and device-identity secure-context requirement overlap only loosely; not enough to say same bug." + }, + { + "left": "issue:34476", + "right": "issue:37388", + "accept": false, + "reason": "API address change not taking effect and log rotation on date change are unrelated." + }, + { + "left": "issue:53733", + "right": "issue:68141", + "accept": false, + "reason": "Intel Mac app feature request and websocket file-access feature request are separate features." + }, + { + "left": "issue:50966", + "right": "issue:51023", + "accept": false, + "reason": "OpenClaw provider switching bug and a generic UI/interface issue are not the same concrete change." + }, + { + "left": "issue:53466", + "right": "issue:67917", + "accept": false, + "reason": "Expired credential overwrite and TLS precheck/runtime fetch failures are different OAuth failure modes." + }, + { + "left": "issue:66677", + "right": "issue:68147", + "accept": false, + "reason": "QuickStart channel selection and multi-model selection problems are different UI flows." + }, + { + "left": "issue:35306", + "right": "issue:57055", + "accept": false, + "reason": "screen_record/system.which failure and sandbox browser SSRF policy handling are unrelated." + }, + { + "left": "issue:53724", + "right": "issue:53766", + "accept": false, + "reason": "Both are Feishu message-tool validation bugs, but one incorrectly requires card properties and the other incorrectly requires buttons for react actions; distinct schema rules." + }, + { + "left": "issue:32533", + "right": "issue:53233", + "accept": false, + "reason": "Overload-error fallback escalation and rate-limit cooldown propagation are both fallback-related, but the failure conditions and behavior differ." + }, + { + "left": "issue:32678", + "right": "issue:34253", + "accept": false, + "reason": "Feishu binding routing to main agent and peer.match routing failure are similar themes but not the same concrete routing bug." + }, + { + "left": "issue:32808", + "right": "issue:53656", + "accept": false, + "reason": "WSL2 channel creation failure and Feishu card validation are unrelated." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 115, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:31412", + "issue:33048", + "issue:33875", + "issue:34395", + "issue:35078", + "issue:35306", + "issue:35763", + "issue:35861", + "issue:36134", + "issue:36182", + "issue:36882", + "issue:36987", + "issue:37494", + "issue:43637", + "issue:45096", + "issue:51640", + "issue:51656", + "issue:51810", + "issue:52511", + "issue:52719", + "issue:53169", + "issue:53943", + "issue:56854", + "issue:57033", + "issue:57256", + "issue:59205", + "issue:62748", + "issue:62749", + "issue:64009", + "issue:64529", + "issue:65086", + "issue:65165", + "issue:65184", + "issue:65201", + "issue:65408", + "issue:65662", + "issue:65971", + "issue:66154", + "issue:66242", + "issue:66773", + "issue:66908", + "issue:67088", + "issue:67469", + "issue:67485", + "issue:67576", + "issue:67799", + "issue:67986", + "issue:68056" + ], + "soft_pairs": [ + "issue:45096|issue:65165", + "issue:53169|issue:65184", + "issue:65408|issue:66773", + "issue:36134|issue:67576", + "issue:64529|issue:68056", + "issue:35763|issue:67799", + "issue:36882|issue:66154", + "issue:66908|issue:67485", + "issue:34395|issue:53943", + "issue:31412|issue:52511", + "issue:35306|issue:66242", + "issue:52719|issue:62748", + "issue:52719|issue:62749", + "issue:57256|issue:67088", + "issue:51810|issue:65201", + "issue:57033|issue:67469", + "issue:65971|issue:67986", + "issue:56854|issue:64009", + "issue:33048|issue:35078", + "issue:33875|issue:36987", + "issue:35861|issue:51640", + "issue:36134|issue:65086", + "issue:36182|issue:59205", + "issue:37494|issue:43637", + "issue:51656|issue:65662" + ], + "prepared_review_unit_hash": "906104ce9d93553492cab051863c9fbf06b1bac9834dee74d60f7a86a040621b", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 25, + "serialized_chars": 35619, + "estimated_input_tokens": 8905, + "estimated_eval_tokens": 18066 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This set is mostly a grab bag of unrelated bugs across different subsystems; the soft pairs only share broad topical overlap, not the same underlying defect. The only near-duplicate-looking family is the exact duplicate install crash report (62748/62749).", + "confidence": 0.96, + "canonical_issue_reason": "issue:62748 is the best canonical for the only true duplicate family here: issue:62749 has the same title/body and reports the same global-install staging crash.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:62748 is the clearest representative issue in this set because it anchors the only exact duplicate pair; the rest of the items are distinct bugs with different code paths and symptoms.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:45096", + "right": "issue:65165", + "accept": false, + "reason": "Different bugs: diagnostics-otel missing LLM traces/spans to Langfuse vs image upload routing failing because the model lacks vision support / input config mismatch." + }, + { + "left": "issue:53169", + "right": "issue:65184", + "accept": false, + "reason": "Both involve install/upgrade, but one is a dashboard upgrade service migration issue and the other is a gateway install unit-file problem on migrated root/systemd --user installs." + }, + { + "left": "issue:65408", + "right": "issue:66773", + "accept": false, + "reason": "Token-rotation/session retry behavior vs plaintext token leakage in an RPC response are different defects in different gateway paths." + }, + { + "left": "issue:36134", + "right": "issue:67576", + "accept": false, + "reason": "Both are model-routing related, but one is sessions_spawn falling back to Anthropic on Gemini tasks while the other ignores OpenRouter and falls back to openai-codex during infer runs." + }, + { + "left": "issue:64529", + "right": "issue:68056", + "accept": false, + "reason": "TTS reply-media path allowlist blocking audio is unrelated to WhatsApp media replies being sent twice." + }, + { + "left": "issue:35763", + "right": "issue:67799", + "accept": false, + "reason": "Both mention pairing/scopes, but one is loopback auto-approval behavior and the other is sessions_spawn closing with pairing-required/operator.admin upgrade failure." + }, + { + "left": "issue:36882", + "right": "issue:66154", + "accept": false, + "reason": "Heartbeat text leaking into webchat vs heartbeat messages visible in all sessions are similar surface symptoms, but they are not the same underlying bug." + }, + { + "left": "issue:66908", + "right": "issue:67485", + "accept": false, + "reason": "Broken npm link after Control UI update is a different issue from losing the bin symlink in an nvm environment." + }, + { + "left": "issue:34395", + "right": "issue:53943", + "accept": false, + "reason": "Both are Slack message-tool bugs, but one is missing threadId in readSlackMessages and the other is inability to fetch thread replies by messageId." + }, + { + "left": "issue:31412", + "right": "issue:52511", + "accept": false, + "reason": "Cron Jobs UI oddness and control-session browser permission drops are unrelated UI/session bugs." + }, + { + "left": "issue:35306", + "right": "issue:66242", + "accept": false, + "reason": "screen_record/system.which failure is not the same as browser tool SSRF blocking on Android/Termux." + }, + { + "left": "issue:52719", + "right": "issue:62748", + "accept": false, + "reason": "Bundled extension dependency staging problems are related to packaging, but not the same as the npm -g install crash from missing stageRuntimeDependencies staging." + }, + { + "left": "issue:52719", + "right": "issue:62749", + "accept": false, + "reason": "Same as above: build-time missing bundled deps vs global install staging failure are different code paths." + }, + { + "left": "issue:57256", + "right": "issue:67088", + "accept": false, + "reason": "Status falsely reporting memory unavailable and macOS GUI detection failing on SSH_* env vars are separate detection/reporting bugs." + }, + { + "left": "issue:51810", + "right": "issue:65201", + "accept": false, + "reason": "File-based SecretRef handling in doctor/update is different from a false-positive warning on a Gateway auth token stored in secrets." + }, + { + "left": "issue:57033", + "right": "issue:67469", + "accept": false, + "reason": "OpenAI-specific request field leakage into Google provider calls is unrelated to replies not being persisted to transcripts/WebUI history." + }, + { + "left": "issue:65971", + "right": "issue:67986", + "accept": false, + "reason": "Both are macOS gateway stalls, but the triggers, recovery path, and symptom profiles differ enough that they do not look like one concrete bug." + }, + { + "left": "issue:56854", + "right": "issue:64009", + "accept": false, + "reason": "Both involve restarts, but one is a gateway crash on stale-socket restart and the other is Slack socket-mode staleness with repeated restarts." + }, + { + "left": "issue:33048", + "right": "issue:35078", + "accept": false, + "reason": "Both mention sqlite/native bindings, but mem0 sqlite bindings being broken is not the same as node_sqlite3 failing to load under Jiti." + }, + { + "left": "issue:33875", + "right": "issue:36987", + "accept": false, + "reason": "Feishu replies=0 silent send failure and incorrect deliveryContext.to formatting are related, but they are not clearly the same underlying bug." + }, + { + "left": "issue:35861", + "right": "issue:51640", + "accept": false, + "reason": "ACP_TURN_FAILED exit code 5 and missing permissionMode forwarding to acpx CLI are different sessions_spawn problems." + }, + { + "left": "issue:36182", + "right": "issue:59205", + "accept": false, + "reason": "Both are 401s, but Perplexity/OpenRouter API auth and Ollama Cloud authentication are unrelated providers and failure modes." + }, + { + "left": "issue:37494", + "right": "issue:43637", + "accept": false, + "reason": "mac install SHARP_IGNOR_GLOBAL_LIBVIPS handling is unrelated to launchd service unload behavior on gateway stop." + }, + { + "left": "issue:51656", + "right": "issue:65662", + "accept": false, + "reason": "Image-tool vision fallback and ElevenLabs audio playback fallback are different tool-routing failures in different subsystems." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 116, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:28222", + "issue:32947", + "issue:41342", + "issue:50161", + "issue:50253", + "issue:50971", + "issue:51810", + "issue:52484", + "issue:52934", + "issue:53162", + "issue:53517", + "issue:53547", + "issue:53925", + "issue:57661", + "issue:59702", + "issue:62819", + "issue:63144", + "issue:63686", + "issue:64293", + "issue:64583", + "issue:64850", + "issue:64900", + "issue:64976", + "issue:64982", + "issue:65129", + "issue:65682", + "issue:65860", + "issue:66299", + "issue:66353", + "issue:66487", + "issue:66799", + "issue:66866", + "issue:66872", + "issue:67030", + "issue:67051", + "issue:67084", + "issue:67131", + "issue:67188", + "issue:67646", + "issue:67817", + "issue:68073", + "issue:68120", + "issue:68192", + "issue:68314", + "issue:68436", + "issue:68530", + "issue:68661" + ], + "soft_pairs": [ + "issue:57661|issue:67084", + "issue:59702|issue:64583", + "issue:62819|issue:65129", + "issue:50161|issue:51810", + "issue:63144|issue:68192", + "issue:53517|issue:68073", + "issue:64900|issue:66872", + "issue:65682|issue:66353", + "issue:68073|issue:68314", + "issue:63686|issue:66299", + "issue:64293|issue:68530", + "issue:67646|issue:68436", + "issue:32947|issue:53925", + "issue:52484|issue:68120", + "issue:64982|issue:68661", + "issue:41342|issue:67188", + "issue:53547|issue:66799", + "issue:66866|issue:67817", + "issue:64850|issue:67131", + "issue:65860|issue:67051", + "issue:53162|issue:64976", + "issue:50253|issue:50971", + "issue:28222|issue:52934", + "issue:66487|issue:67030" + ], + "prepared_review_unit_hash": "e0d0e2ded4bbb8964073aff04f507f39274aad2b91c915aae0616123559e74cf", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 24, + "serialized_chars": 34473, + "estimated_input_tokens": 8619, + "estimated_eval_tokens": 17494 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This cluster is mostly a set of false-positive similarity matches across unrelated bugs. I\u2019d only merge the pairs around web_fetch RFC2544 SSRF handling, browser CDP detection, ACP thread-bound session resolution, and OpenRouter incomplete/empty turn output.", + "confidence": 0.84, + "canonical_issue_reason": "No single issue is a clear canonical for the whole set: the items split into several unrelated bug families, so a global duplicate target would be misleading.", + "canonical_pr_reason": "No pull requests are present in this cluster.", + "best_issue_reason": "No single issue is globally best across the cluster for the same reason; the accepted duplicates belong to separate subtopics, not one shared underlying bug.", + "best_pr_reason": "No pull requests are present in this cluster.", + "soft_edge_verdicts": [ + { + "left": "issue:57661", + "right": "issue:67084", + "accept": false, + "reason": "Both mention timeouts, but one is agent-to-agent session_send timeout and the other is heartbeat spam under Codex/Active Memory; different failure modes." + }, + { + "left": "issue:59702", + "right": "issue:64583", + "accept": false, + "reason": "They share 'pairing required' wording, but one is sessions_spawn/internal RPC on Windows Server 2025 and the other is cross-agent sessions_send after gateway restart; not enough evidence of the same code path." + }, + { + "left": "issue:62819", + "right": "issue:65129", + "accept": false, + "reason": "Both are cron-related, but one is QQ announce delivery failing due to isolated session send limits and the other is model override being ignored during execution." + }, + { + "left": "issue:50161", + "right": "issue:51810", + "accept": false, + "reason": "Both involve doctor and SecretRefs, but the concrete failures differ: exec SecretRefs with a resolved snapshot vs file-based Telegram bot token SecretRef handling." + }, + { + "left": "issue:63144", + "right": "issue:68192", + "accept": true, + "reason": "Same underlying web_fetch SSRF policy issue around RFC2544 / 198.18.0.0/15; the feature request and bug report point to the same allow/deny behavior." + }, + { + "left": "issue:53517", + "right": "issue:68073", + "accept": false, + "reason": "Both are plugin install/update complaints, but one is missing peer dependency on install and the other is a broken upgrade path for existing npm plugins." + }, + { + "left": "issue:64900", + "right": "issue:66872", + "accept": false, + "reason": "Unrelated subsystems: remote CDP running-state detection vs models status reporting missing Codex providers." + }, + { + "left": "issue:65682", + "right": "issue:66353", + "accept": true, + "reason": "Same browser CDP detection failure path; 65682 identifies resolveBrowserSsrFPolicy returning {} instead of undefined, which matches 66353's healthy endpoint but failed detection." + }, + { + "left": "issue:68073", + "right": "issue:68314", + "accept": false, + "reason": "One is plugin install/update UX for npm plugins, the other is a false broken-lockfile error from pnpm --no-optional; different package-manager bugs." + }, + { + "left": "issue:63686", + "right": "issue:66299", + "accept": true, + "reason": "These describe the same ACP thread-bound session resolution bug: 66299 explains the token-resolution short-circuit that would surface as thread_binding_invalid in 63686." + }, + { + "left": "issue:64293", + "right": "issue:68530", + "accept": false, + "reason": "Both mention heartbeat-driven token usage, but one is heartbeat running despite heartbeat:{} config and the other is dreaming-narrative sessions spawning on every heartbeat; different behaviors." + }, + { + "left": "issue:67646", + "right": "issue:68436", + "accept": true, + "reason": "Same OpenRouter incomplete-turn problem: both report empty/silent or payload=0 responses through harnessed paths while direct API calls succeed." + }, + { + "left": "issue:32947", + "right": "issue:53925", + "accept": false, + "reason": "Different failures: web_fetch always fails on a normal URL, versus /btw failing only on a specific model while normal chat works." + }, + { + "left": "issue:52484", + "right": "issue:68120", + "accept": false, + "reason": "One is raw exec-timeout JSON leaking after subagent handoff timeout; the other is OpenRouter chat completions returning empty assistant messages. Similar symptom, different bug." + }, + { + "left": "issue:64982", + "right": "issue:68661", + "accept": false, + "reason": "Both involve allowlist/approval behavior, but one is a doctor advisory message and the other is heredoc triggering approval prompts; not the same bug." + }, + { + "left": "issue:41342", + "right": "issue:67188", + "accept": false, + "reason": "67188 is too vague to tie to the specific TTS truncation problem in 41342, and there is no concrete shared code-path evidence." + }, + { + "left": "issue:53547", + "right": "issue:66799", + "accept": false, + "reason": "Bootstrap file loading from workspace and arbitrary workspace file reads are different issues, even if both touch workspace file access." + }, + { + "left": "issue:66866", + "right": "issue:67817", + "accept": false, + "reason": "Discord Gateway RESUME spam and missing DISCORD_BOT_TOKEN in the service file are unrelated setup/runtime problems." + }, + { + "left": "issue:64850", + "right": "issue:67131", + "accept": false, + "reason": "Different model/runtime failures: ACP runtime backend unavailable vs persisted chatgpt baseUrl causing penai-codex failure." + }, + { + "left": "issue:65860", + "right": "issue:67051", + "accept": false, + "reason": "A broken docs anchor in an error message is unrelated to WebUI config validation when disabling a skill." + }, + { + "left": "issue:53162", + "right": "issue:64976", + "accept": false, + "reason": "Both are cron delivery bugs, but one is WhatsApp listener/session availability and the other is NO_REPLY handling when prepending text." + }, + { + "left": "issue:50253", + "right": "issue:50971", + "accept": false, + "reason": "IPv6 bind-lan support and opening custom cloud security-group ports are different networking feature requests." + }, + { + "left": "issue:28222", + "right": "issue:52934", + "accept": false, + "reason": "Built-in diagnostics-otel plugin failure and plugin-change malicious-intent concerns are unrelated." + }, + { + "left": "issue:66487", + "right": "issue:67030", + "accept": false, + "reason": "Both mention heartbeat, but one drops completion payloads in exec-event prompts and the other changes isolated-session relay behavior/persona; different bugs." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The review is conservative and grounded in the packet. The four accepted pairs each share a plausible underlying bug family from the titles/bodies, and the rejected pairs are correctly kept separate without overstating evidence. The cluster-level summary also stays appropriately cautious about the items being split across unrelated subtopics." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 117, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:30908", + "issue:32637", + "issue:32712", + "issue:32889", + "issue:33307", + "issue:34537", + "issue:35249", + "issue:35763", + "issue:36987", + "issue:39690", + "issue:49705", + "issue:50401", + "issue:51481", + "issue:51658", + "issue:51869", + "issue:52282", + "issue:52729", + "issue:53927", + "issue:59702", + "issue:62272", + "issue:62672", + "issue:62819", + "issue:63704", + "issue:64252", + "issue:64288", + "issue:64351", + "issue:65125", + "issue:65494", + "issue:65810", + "issue:65834", + "issue:65908", + "issue:65913", + "issue:66470", + "issue:66523", + "issue:67019", + "issue:67113", + "issue:67130", + "issue:67247", + "issue:67250", + "issue:67358", + "issue:67483", + "issue:67517", + "issue:67574", + "issue:67930", + "issue:67931", + "issue:67936", + "issue:67986" + ], + "soft_pairs": [ + "issue:65908|issue:65913", + "issue:35763|issue:59702", + "issue:62819|issue:65494", + "issue:34537|issue:67019", + "issue:67130|issue:67483", + "issue:64351|issue:67113", + "issue:67247|issue:67250", + "issue:32889|issue:67358", + "issue:64252|issue:65834", + "issue:30908|issue:64288", + "issue:32712|issue:63704", + "issue:50401|issue:67574", + "issue:32637|issue:51481", + "issue:52282|issue:66523", + "issue:66470|issue:67517", + "issue:35249|issue:62272", + "issue:49705|issue:65125", + "issue:51658|issue:67930", + "issue:51658|issue:67931", + "issue:62672|issue:65810", + "issue:67936|issue:67986", + "issue:52729|issue:53927", + "issue:39690|issue:51869", + "issue:33307|issue:36987" + ], + "prepared_review_unit_hash": "d1e9e3fe90fe550bdaa00e91156b7a8bea6d8822e6f9255d8e76478b5258143c", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 24, + "serialized_chars": 34385, + "estimated_input_tokens": 8597, + "estimated_eval_tokens": 17450 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "One soft duplicate pair looks valid: the custom-provider vision/multimodal bug and the onboard-custom text-only input bug are the same underlying issue. The remaining pairs are mostly broad-theme matches but differ in trigger, subsystem, or concrete failure mode, so I would keep them separate.", + "confidence": 0.91, + "canonical_issue_reason": "issue:51869 is the stronger canonical issue: it identifies the root cause (`onboard-custom` hardcoding `input: [\"text\"]` for non-Azure custom providers), which explains the multimodal failure reported in issue:39690.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:51869 best represents the underlying bug and widest scope across custom providers; issue:39690 is a narrower symptom on Ollama Cloud.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:65908", + "right": "issue:65913", + "accept": false, + "reason": "Related memory/QMD symptoms, but different triggers and failure modes; not enough evidence of the same bug." + }, + { + "left": "issue:35763", + "right": "issue:59702", + "accept": false, + "reason": "Both mention pairing required, but one is loopback auto-approval/docs and the other is Windows Server session/RPC failure; different underlying issues." + }, + { + "left": "issue:62819", + "right": "issue:65494", + "accept": false, + "reason": "Different channels and different code paths; no sign they are the same defect." + }, + { + "left": "issue:34537", + "right": "issue:67019", + "accept": false, + "reason": "One is a UI final-tag parsing issue, the other is garbled model output; separate problems." + }, + { + "left": "issue:67130", + "right": "issue:67483", + "accept": false, + "reason": "Both involve onboarding metadata, but the concrete missing fields and failure points differ; likely related, not the same bug." + }, + { + "left": "issue:64351", + "right": "issue:67113", + "accept": false, + "reason": "Different QMD problems: sidecar auto-start vs ARM embed timeout loop." + }, + { + "left": "issue:67247", + "right": "issue:67250", + "accept": false, + "reason": "Both are 4.14 regressions, but they affect different UIs and different behaviors." + }, + { + "left": "issue:32889", + "right": "issue:67358", + "accept": false, + "reason": "Unrelated bugs: documentation generation EISDIR versus Telegram onboarding trim error." + }, + { + "left": "issue:64252", + "right": "issue:65834", + "accept": false, + "reason": "Different service layers and symptoms; not the same underlying outage." + }, + { + "left": "issue:30908", + "right": "issue:64288", + "accept": false, + "reason": "Config duplicate-plugin warning and Telegram polling stall are unrelated." + }, + { + "left": "issue:32712", + "right": "issue:63704", + "accept": false, + "reason": "Different features and failures; no common code-path bug." + }, + { + "left": "issue:50401", + "right": "issue:67574", + "accept": false, + "reason": "Different providers and error classes; not a duplicate." + }, + { + "left": "issue:32637", + "right": "issue:51481", + "accept": false, + "reason": "Both concern agent/session ergonomics, but one is cwd separation and the other is TUI binding; different change requests." + }, + { + "left": "issue:52282", + "right": "issue:66523", + "accept": false, + "reason": "Both are Windows issues, but one is build-command quoting and the other is a state-dir env var regression." + }, + { + "left": "issue:66470", + "right": "issue:67517", + "accept": false, + "reason": "Both involve TUI turn completion, but one is stuck pondering and the other is error misclassification from Cloudflare HTML; different root causes." + }, + { + "left": "issue:35249", + "right": "issue:62272", + "accept": false, + "reason": "Browser enablement failure and missing module update failure are unrelated." + }, + { + "left": "issue:49705", + "right": "issue:65125", + "accept": false, + "reason": "Both are browser attach failures, but on different platforms/modes with different symptoms; not clearly the same bug." + }, + { + "left": "issue:51658", + "right": "issue:67930", + "accept": false, + "reason": "API-baseUrl feature request and llama.cpp support request are separate feature asks." + }, + { + "left": "issue:51658", + "right": "issue:67931", + "accept": false, + "reason": "API-baseUrl feature request and llama.cpp support request are separate feature asks." + }, + { + "left": "issue:62672", + "right": "issue:65810", + "accept": false, + "reason": "Both are fallback-related, but one is 429 propagation and the other is connection-error fallback behavior; different bugs." + }, + { + "left": "issue:67936", + "right": "issue:67986", + "accept": false, + "reason": "Both are post-update gateway issues, but the affected paths and failure modes differ." + }, + { + "left": "issue:52729", + "right": "issue:53927", + "accept": false, + "reason": "Both mention 404s on webhooks, but they target different integrations and likely different route/config regressions." + }, + { + "left": "issue:39690", + "right": "issue:51869", + "accept": true, + "reason": "Same underlying bug: custom-provider onboarding hardcodes text-only input, which disables vision/multimodal messages." + }, + { + "left": "issue:33307", + "right": "issue:36987", + "accept": false, + "reason": "Different Feishu bugs in different flows: DM auto-reply routing versus reply deliveryContext formatting." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The analysis is grounded in the packet: issue:51869 is a plausible canonical/root-cause issue for issue:39690, and the other pair verdicts stay conservative given only titles and metadata. I don\u2019t see evidence of overstatement, and the summary does not claim stronger duplication than the packet supports." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 118, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:31043", + "issue:31246", + "issue:31260", + "issue:31275", + "issue:32189", + "issue:32682", + "issue:32712", + "issue:32753", + "issue:32889", + "issue:32933", + "issue:33043", + "issue:33048", + "issue:34610", + "issue:36377", + "issue:51558", + "issue:51658", + "issue:51810", + "issue:53233", + "issue:53386", + "issue:53566", + "issue:53591", + "issue:53640", + "issue:53656", + "issue:59162", + "issue:62995", + "issue:63429", + "issue:64074", + "issue:64238", + "issue:64374", + "issue:65075", + "issue:65182", + "issue:65210", + "issue:65315", + "issue:65316", + "issue:65510", + "issue:66074", + "issue:66094", + "issue:66607", + "issue:66624", + "issue:67406", + "issue:67598", + "issue:67667", + "issue:67917", + "issue:68026", + "issue:68264", + "issue:68326", + "issue:68376", + "issue:68513" + ], + "soft_pairs": [ + "issue:51810|issue:65510", + "issue:53233|issue:53566", + "issue:65182|issue:65315", + "issue:65075|issue:67598", + "issue:66074|issue:68264", + "issue:32189|issue:51558", + "issue:51658|issue:64074", + "issue:53640|issue:67917", + "issue:63429|issue:64238", + "issue:65210|issue:67667", + "issue:62995|issue:68326", + "issue:31275|issue:53656", + "issue:32889|issue:66624", + "issue:32933|issue:68376", + "issue:33048|issue:36377", + "issue:32712|issue:53386", + "issue:33043|issue:53656", + "issue:65316|issue:66607", + "issue:31260|issue:64374", + "issue:32682|issue:34610", + "issue:67406|issue:68513", + "issue:31043|issue:59162", + "issue:31246|issue:32753", + "issue:32889|issue:68026", + "issue:53591|issue:66094" + ], + "prepared_review_unit_hash": "e5629b3cf0ff36d91caef6eac43f57241c356aa09e26b9c383ebefc3124370cb", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 25, + "serialized_chars": 35938, + "estimated_input_tokens": 8985, + "estimated_eval_tokens": 18226 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Most pairings are loose topic matches, not true duplicates. The strongest duplicate clusters are the approval-id bug and the mem0 sqlite/sqlite3 regression; the rest are distinct issues in the same broad product areas.", + "confidence": 0.83, + "canonical_issue_reason": "issue:59162 is the best umbrella report for the approval-id failure: it describes the generic \"unknown or expired approval id\" behavior after approval creation, which subsumes the Signal-specific 8-char UUID mismatch in issue:31043.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:59162 is the most suitable global issue to keep: it is broader, clearer about the failure mode, and more reusable as the canonical tracker for the approval-id regression.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:51810", + "right": "issue:65510", + "accept": false, + "reason": "Both involve SecretRef/token resolution, but they hit different integrations (Telegram bot token vs Firecrawl webFetch.apiKey) and do not look like the same underlying bug." + }, + { + "left": "issue:53233", + "right": "issue:53566", + "accept": false, + "reason": "One is Anthropic cooldown leaking to a fallback provider; the other is Google Vertex rejecting a model name. Different failure modes and code paths." + }, + { + "left": "issue:65182", + "right": "issue:65315", + "accept": false, + "reason": "Both are output/display bugs, but one is stripping tags in Control UI and the other is runtime messages leaking into webchat; not the same issue." + }, + { + "left": "issue:65075", + "right": "issue:67598", + "accept": false, + "reason": "Both mention cron isolated sessions, but one is workspace selection and the other is model override selection; similar subsystem, not clearly one bug." + }, + { + "left": "issue:66074", + "right": "issue:68264", + "accept": false, + "reason": "Browser SSRF policy errors and canvas/browser visualization rendering problems are unrelated." + }, + { + "left": "issue:32189", + "right": "issue:51558", + "accept": false, + "reason": "Wrong model reporting in Discord is unrelated to WhatsApp listener/message-handler access." + }, + { + "left": "issue:51658", + "right": "issue:64074", + "accept": false, + "reason": "A custom Brave Search base URL feature request is unrelated to adding a custom model provider." + }, + { + "left": "issue:53640", + "right": "issue:67917", + "accept": false, + "reason": "These are different auth/connectivity failures (Gemini API key vs TLS/OAuth precheck), not the same bug." + }, + { + "left": "issue:63429", + "right": "issue:64238", + "accept": false, + "reason": "Unknown embedding provider vs unknown model regression are separate provider/model resolution problems." + }, + { + "left": "issue:65210", + "right": "issue:67667", + "accept": false, + "reason": "Both touch token accounting, but 65210 also includes usage-page N/A and auto-compression failure; this is broader and not the same concrete bug as totalTokens not saved." + }, + { + "left": "issue:62995", + "right": "issue:68326", + "accept": false, + "reason": "Bedrock auth/API-key lookup and sub-agent provider defaulting are different provider-selection problems." + }, + { + "left": "issue:31275", + "right": "issue:53656", + "accept": false, + "reason": "Session-memory hook behavior in Feishu is unrelated to Feishu card fields being mis-marked required." + }, + { + "left": "issue:32889", + "right": "issue:66624", + "accept": false, + "reason": "EISDIR during documentation generation is unrelated to a trim() TypeError during channel selection." + }, + { + "left": "issue:32933", + "right": "issue:68376", + "accept": false, + "reason": "Exec-tool timeout/result loss and auto-restart behavior in chat are different symptoms and do not appear to be the same bug." + }, + { + "left": "issue:33048", + "right": "issue:36377", + "accept": true, + "reason": "Both describe the same mem0 sqlite/sqlite3 binding regression, with one being the broader OSS plugin impact and the other the same broken binding in a specific OpenClaw release line." + }, + { + "left": "issue:32712", + "right": "issue:53386", + "accept": false, + "reason": "Feishu quoted-card content retrieval and WhatsApp fromMe echo filtering are unrelated messaging bugs." + }, + { + "left": "issue:33043", + "right": "issue:53656", + "accept": false, + "reason": "Feishu TTS truncation and Feishu card-required validation are different features with different failure modes." + }, + { + "left": "issue:65316", + "right": "issue:66607", + "accept": false, + "reason": "Sandbox file-tool exposure is unrelated to the Control UI thinking dropdown default display." + }, + { + "left": "issue:31260", + "right": "issue:64374", + "accept": false, + "reason": "A bot appearing offline is not the same as message(action=read) returning missing_scope." + }, + { + "left": "issue:32682", + "right": "issue:34610", + "accept": false, + "reason": "One is a plugin HTTP 405 caused by handler ordering; the other is a gateway restart/version/restart-notification issue. Different code paths." + }, + { + "left": "issue:67406", + "right": "issue:68513", + "accept": false, + "reason": "Ollama cloud vision recognition and image fallback behavior are separate image-tool issues." + }, + { + "left": "issue:31043", + "right": "issue:59162", + "accept": true, + "reason": "Both report the same approval-id resolution bug: an approval is created, but later lookup/confirmation fails with an unknown approval id; 59162 is the broader cross-channel report." + }, + { + "left": "issue:31246", + "right": "issue:32753", + "accept": false, + "reason": "Discord slash-command interaction resolution and /acp inline-arg handling are different slash-command behaviors." + }, + { + "left": "issue:32889", + "right": "issue:68026", + "accept": false, + "reason": "Directory-read EISDIR errors and tool-parameter validation loops are distinct failures." + }, + { + "left": "issue:53591", + "right": "issue:66094", + "accept": false, + "reason": "Missing moonshot-thinking payload compatibility and external ModelRegistry latency/timeouts are unrelated." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary stays within the packet: the approval-id pairing is a grounded duplicate, the mem0 sqlite pair is a plausible duplicate, and the rest of the soft-edge calls are conservative rejections based on clearly different titles/failure modes. No overstatement stands out." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 119, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:31625", + "issue:32947", + "issue:32976", + "issue:33621", + "issue:34377", + "issue:34378", + "issue:34582", + "issue:35397", + "issue:41978", + "issue:51144", + "issue:51174", + "issue:53384", + "issue:53686", + "issue:53785", + "issue:55807", + "issue:57386", + "issue:62748", + "issue:62749", + "issue:62880", + "issue:62903", + "issue:62978", + "issue:63396", + "issue:63707", + "issue:63896", + "issue:63979", + "issue:64105", + "issue:64262", + "issue:64583", + "issue:64852", + "issue:65379", + "issue:65468", + "issue:65662", + "issue:65682", + "issue:65687", + "issue:65867", + "issue:66390", + "issue:66500", + "issue:66533", + "issue:67092", + "issue:67135", + "issue:67151", + "issue:67696", + "issue:67799", + "issue:67834", + "issue:68028", + "issue:68033", + "issue:68165", + "issue:68661" + ], + "soft_pairs": [ + "issue:55807|issue:67151", + "issue:67834|issue:68033", + "issue:63707|issue:68661", + "issue:62903|issue:62978", + "issue:63979|issue:66533", + "issue:63396|issue:64105", + "issue:34377|issue:34378", + "issue:35397|issue:62880", + "issue:41978|issue:66390", + "issue:64583|issue:67799", + "issue:66533|issue:67135", + "issue:68028|issue:68165", + "issue:32947|issue:51144", + "issue:34582|issue:51174", + "issue:31625|issue:33621", + "issue:53785|issue:62748", + "issue:53785|issue:62749", + "issue:57386|issue:64852", + "issue:65379|issue:65682", + "issue:32976|issue:65867", + "issue:53384|issue:67092", + "issue:63896|issue:65468", + "issue:64262|issue:66500", + "issue:65662|issue:65687", + "issue:53686|issue:67696" + ], + "prepared_review_unit_hash": "b5ee4095087efc3bec3cfec108eb4410cf84444e5631f555f79ca9944b49b808", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 25, + "serialized_chars": 35551, + "estimated_input_tokens": 8888, + "estimated_eval_tokens": 18032 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Loose similarity cluster spanning many unrelated bugs; only a few pairs look like true duplicates, mainly around Telegram plugin loading, tool_use history corruption, WebChat reply routing, and undici-based download failures.", + "confidence": 0.82, + "canonical_issue_reason": "Issue 62748 is the cleanest representative of the install crash: it is the earliest report of the same staging-runtime-dependency failure that 62749 describes with the same title and symptom.", + "canonical_pr_reason": null, + "best_issue_reason": "62748 is the strongest overall issue candidate because it is a specific, well-scoped bug report and the earliest of an exact duplicate pair.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:55807", + "right": "issue:67151", + "accept": false, + "reason": "Both are Discord bugs, but one is relay-progress messages leaking into chat while the other strips https text from inbound messages; different code paths." + }, + { + "left": "issue:67834", + "right": "issue:68033", + "accept": false, + "reason": "Both mention openai-codex/Cloudflare, but the failures differ: bad /v1 resolution and empty models versus Cloudflare challenge plus missing OAuth scope." + }, + { + "left": "issue:63707", + "right": "issue:68661", + "accept": false, + "reason": "One is a long-running allowlist race/silent failure, the other is heredoc triggering approval prompts; related area, not the same bug." + }, + { + "left": "issue:62903", + "right": "issue:62978", + "accept": true, + "reason": "Same Telegram bundled-plugin regression around 2026.4.7: one reports doctor rewriting config, the other gateway restart loop after global install." + }, + { + "left": "issue:63979", + "right": "issue:66533", + "accept": false, + "reason": "Both involve session state, but one is a stuck streaming flag and the other is the session selector showing heartbeat / disappearing sessions." + }, + { + "left": "issue:63396", + "right": "issue:64105", + "accept": true, + "reason": "Same underlying undici dispatcher incompatibility breaking download paths on newer Node versions; both are silent file/attachment download failures." + }, + { + "left": "issue:34377", + "right": "issue:34378", + "accept": true, + "reason": "These describe the same message-routing bug: replies from WebChat/Control UI fan out to other channels instead of returning to the source." + }, + { + "left": "issue:35397", + "right": "issue:62880", + "accept": false, + "reason": "Different packaging problems: an ignored APT env var in setup-podman.sh versus a missing file in the published Telegram extension." + }, + { + "left": "issue:41978", + "right": "issue:66390", + "accept": false, + "reason": "Both are macOS/gateway startup failures, but one is LaunchAgent breakage after gateway restart and the other is npm update file-lock conflicts." + }, + { + "left": "issue:64583", + "right": "issue:67799", + "accept": false, + "reason": "Both mention pairing-required after gateway problems, but one affects sessions_send after restart and the other is sessions_spawn with a scope-upgrade/closed error." + }, + { + "left": "issue:66533", + "right": "issue:67135", + "accept": false, + "reason": "Both are WebChat session UX regressions, but one is heartbeat labeling/disappearing sessions and the other is false context-meter overflow after /new." + }, + { + "left": "issue:68028", + "right": "issue:68165", + "accept": false, + "reason": "Unrelated bugs: SecretRef validation/runtime failure in Tavily config versus WhatsApp validation messages and Telegram setup failure." + }, + { + "left": "issue:32947", + "right": "issue:51144", + "accept": false, + "reason": "Different subsystems and symptoms: web_fetch always failing versus the official container restarting with gateway closed." + }, + { + "left": "issue:34582", + "right": "issue:51174", + "accept": false, + "reason": "Both are WhatsApp-related, but one is message delivery only from terminal input and the other is --probe truncating allowFrom entries." + }, + { + "left": "issue:31625", + "right": "issue:33621", + "accept": true, + "reason": "Same underlying malformed tool_use history bug: dangling/truncated tool_use blocks cause Anthropic 400 rejection loops and no auto-recovery." + }, + { + "left": "issue:53785", + "right": "issue:62748", + "accept": false, + "reason": "Missing matrix-sdk-crypto-nodejs on Linux is a package contents problem, not the same as the staged-runtime-dependencies crash." + }, + { + "left": "issue:53785", + "right": "issue:62749", + "accept": false, + "reason": "Same as above: different packaging failure from the runtime dependency staging crash." + }, + { + "left": "issue:57386", + "right": "issue:64852", + "accept": false, + "reason": "Both are Google-auth 401s, but one is Google Chat webhook auth and the other is Vertex credentials missing; different services and causes." + }, + { + "left": "issue:65379", + "right": "issue:65682", + "accept": false, + "reason": "Both are browser CDP reachability issues, but one is caused by a global undici proxy agent and the other by resolveBrowserSsrFPolicy returning {}." + }, + { + "left": "issue:32976", + "right": "issue:65867", + "accept": false, + "reason": "Both involve response post-processing, but one replaces the final reply with tool output while the other leaks literal tags." + }, + { + "left": "issue:53384", + "right": "issue:67092", + "accept": false, + "reason": "Both are reasoning/streaming parser bugs, but they involve different malformed markup and different leakage behavior." + }, + { + "left": "issue:63896", + "right": "issue:65468", + "accept": false, + "reason": "Different audio issues: allowlist rejection of a temp-dir path versus duplicate Telegram voice-note delivery." + }, + { + "left": "issue:64262", + "right": "issue:66500", + "accept": false, + "reason": "Unrelated symptoms: garbled model output versus mojibake in saved media filenames." + }, + { + "left": "issue:65662", + "right": "issue:65687", + "accept": false, + "reason": "Different voice/TTS problems: ElevenLabs playback failure and fallback versus Discord voice conversations breaking after one exchange." + }, + { + "left": "issue:53686", + "right": "issue:67696", + "accept": false, + "reason": "One is outbound Telegram API calls failing outright; the other is outbound message serialization artifacts showing up as [object Object]." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet and stays appropriately conservative overall. The canonical issue choice for 62748/62749 is well supported by the identical titles and earlier timestamp. The accepted soft-edge pairs are all plausible from the titles, and the rejected pairs are not overclaimed. No mergeability issues apply since there is no PR pair here." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 120, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:27804", + "issue:31440", + "issue:31625", + "issue:32976", + "issue:33307", + "issue:33875", + "issue:33879", + "issue:35476", + "issue:35886", + "issue:47563", + "issue:51023", + "issue:52292", + "issue:52405", + "issue:52484", + "issue:53269", + "issue:53415", + "issue:54014", + "issue:59405", + "issue:61211", + "issue:62699", + "issue:63026", + "issue:63274", + "issue:64055", + "issue:64111", + "issue:64381", + "issue:64464", + "issue:64628", + "issue:64971", + "issue:64975", + "issue:64976", + "issue:65498", + "issue:65568", + "issue:65571", + "issue:65697", + "issue:65863", + "issue:66038", + "issue:66124", + "issue:66607", + "issue:66669", + "issue:66972", + "issue:67667", + "issue:67949", + "issue:68004", + "issue:68102", + "issue:68376", + "issue:68522", + "issue:68623", + "issue:68633" + ], + "soft_pairs": [ + "issue:52484|issue:65498", + "issue:35886|issue:68623", + "issue:27804|issue:31625", + "issue:32976|issue:68004", + "issue:64055|issue:65571", + "issue:62699|issue:66972", + "issue:65697|issue:66038", + "issue:31440|issue:54014", + "issue:33307|issue:33875", + "issue:53415|issue:65568", + "issue:59405|issue:68522", + "issue:63026|issue:68102", + "issue:64464|issue:65571", + "issue:66607|issue:67667", + "issue:64975|issue:65863", + "issue:64111|issue:64628", + "issue:63274|issue:64976", + "issue:64381|issue:66124", + "issue:52292|issue:53269", + "issue:66669|issue:68633", + "issue:33879|issue:61211", + "issue:47563|issue:67949", + "issue:31440|issue:64971", + "issue:35476|issue:51023", + "issue:52405|issue:68376" + ], + "prepared_review_unit_hash": "65a9a62d97c108ea17938ebe7396a6c00f42e730778717c4dd83ba492d0cd447", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 25, + "serialized_chars": 35788, + "estimated_input_tokens": 8947, + "estimated_eval_tokens": 18150 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "The set is mostly a mix of distinct bugs that only share broad subsystem or symptom overlap. I only see one plausible duplicate pair in the Ollama/image-tool area; the rest are too different in trigger or code path to merge confidently.", + "confidence": 0.58, + "canonical_issue_reason": "issue:27804 is the clearest, most specific report: it names the concrete invariant break (tool_use/tool_result pairing after session compaction) and the resulting 400 API errors, making it a strong anchor for related session-state regressions.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:27804 is the best overall issue candidate because it is self-contained, actionable, and describes the underlying failure mode more precisely than the other symptom-heavy reports.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:52484", + "right": "issue:65498", + "accept": false, + "reason": "Both are reply-finalization bugs, but one is raw timeout JSON after subagent handoff and the other is a lost final reply after heartbeat/exec-completion; different failure modes." + }, + { + "left": "issue:35886", + "right": "issue:68623", + "accept": false, + "reason": "Both involve cleanup after sessions end, but ACP child-process cleanup on TTL expiry and MCP subprocess cleanup after agent completion are different code paths." + }, + { + "left": "issue:27804", + "right": "issue:31625", + "accept": false, + "reason": "Both mention 400s around tool_use state, but 27804 is compaction-induced pairing corruption while 31625 is truncated tool_use with no auto-recovery." + }, + { + "left": "issue:32976", + "right": "issue:68004", + "accept": false, + "reason": "One is tool output replacing the final reply in webchat; the other is a sub-agent getting an empty tools array." + }, + { + "left": "issue:64055", + "right": "issue:65571", + "accept": false, + "reason": "Both are browser startup failures, but the causes differ: missing port reuse on arm64 vs Chrome CDP startup failure on Linux." + }, + { + "left": "issue:62699", + "right": "issue:66972", + "accept": false, + "reason": "Both are ACP session-lifecycle problems, but one is queue-owner-unavailable recovery and the other is a stale session log blocking /new." + }, + { + "left": "issue:65697", + "right": "issue:66038", + "accept": false, + "reason": "Both touch update/startup behavior, but 66038 adds restart/plist issues and is not the same entrypoint crash." + }, + { + "left": "issue:31440", + "right": "issue:54014", + "accept": false, + "reason": "Separate-session routing across Telegram/Webchat and OPENCLAW_HOME resolution are unrelated." + }, + { + "left": "issue:33307", + "right": "issue:33875", + "accept": false, + "reason": "Both mention Feishu replies=0, but one is DM routing failure and the other is an all-account send-layer regression." + }, + { + "left": "issue:53415", + "right": "issue:65568", + "accept": false, + "reason": "Both concern persistent ACP sessions, but spawn-time queue-owner errors and resume-time resource-not-found are distinct bugs." + }, + { + "left": "issue:59405", + "right": "issue:68522", + "accept": false, + "reason": "Different failures entirely: dropped tool output vs provider DNS lookup failure." + }, + { + "left": "issue:63026", + "right": "issue:68102", + "accept": false, + "reason": "Both involve attachments, but one routes uploads to the heartbeat channel while the other loses images after upload." + }, + { + "left": "issue:64464", + "right": "issue:65571", + "accept": false, + "reason": "Both are Chrome startup problems, but missing DISPLAY and CDP port startup failure are not the same issue." + }, + { + "left": "issue:66607", + "right": "issue:67667", + "accept": false, + "reason": "UI default-state display and saved context/token accounting are different bugs." + }, + { + "left": "issue:64975", + "right": "issue:65863", + "accept": false, + "reason": "CLI scenario-pack lookup failure and a missing docs provider entry are unrelated." + }, + { + "left": "issue:64111", + "right": "issue:64628", + "accept": true, + "reason": "These look like the same Ollama/image-tool provider-resolution bug: vision models are inaccessible because the image tool cannot resolve/register api: ollama." + }, + { + "left": "issue:63274", + "right": "issue:64976", + "accept": false, + "reason": "General Telegram cron delivery breakage and NO_REPLY handling when text is prepended are different problems." + }, + { + "left": "issue:64381", + "right": "issue:66124", + "accept": false, + "reason": "One blocks memory-kind plugins from starting; the other is a UI/runtime config-schema mismatch for dreaming." + }, + { + "left": "issue:52292", + "right": "issue:53269", + "accept": false, + "reason": "Both discuss media handling, but one causes duplicate sends and the other silently drops media; not the same concrete bug." + }, + { + "left": "issue:66669", + "right": "issue:68633", + "accept": false, + "reason": "Image rendering in chat and images being cleared before WebSocket send are different attachment paths." + }, + { + "left": "issue:33879", + "right": "issue:61211", + "accept": false, + "reason": "Both are build failures, but the failing packages/files and errors are different." + }, + { + "left": "issue:47563", + "right": "issue:67949", + "accept": false, + "reason": "A macOS sharp build error and an Ollama inference/web UI issue are unrelated." + }, + { + "left": "issue:31440", + "right": "issue:64971", + "accept": false, + "reason": "Session sharing across channels versus replies going to the wrong underlying channel are different routing bugs." + }, + { + "left": "issue:35476", + "right": "issue:51023", + "accept": false, + "reason": "A specific model-selection bug and a vague UI umbrella issue are not duplicates." + }, + { + "left": "issue:52405", + "right": "issue:68376", + "accept": false, + "reason": "Canonical cwd approval failure for exec/system.run and auto-restart when exec is needed are different behaviors." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet, and the pairwise calls are mostly conservative given the limited evidence. The only accepted pair is plausibly the same Ollama/image-tool provider-resolution bug, and the rest are appropriately split by distinct triggers or code paths." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 121, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:28565", + "issue:31280", + "issue:32189", + "issue:33354", + "issue:34243", + "issue:35283", + "issue:36672", + "issue:37344", + "issue:37494", + "issue:38826", + "issue:43637", + "issue:49885", + "issue:51656", + "issue:52484", + "issue:52677", + "issue:53233", + "issue:53295", + "issue:53697", + "issue:53857", + "issue:53873", + "issue:54039", + "issue:54253", + "issue:56854", + "issue:58235", + "issue:62172", + "issue:62699", + "issue:64499", + "issue:64633", + "issue:64814", + "issue:65464", + "issue:65742", + "issue:65786", + "issue:65867", + "issue:65921", + "issue:66507", + "issue:66519", + "issue:66588", + "issue:66607", + "issue:66624", + "issue:66799", + "issue:67092", + "issue:67441", + "issue:67546", + "issue:67576", + "issue:67745", + "issue:67986", + "issue:68026", + "issue:68249" + ], + "soft_pairs": [ + "issue:53857|issue:68249", + "issue:66624|issue:67546", + "issue:54253|issue:64499", + "issue:28565|issue:38826", + "issue:33354|issue:34243", + "issue:32189|issue:62172", + "issue:65867|issue:67092", + "issue:49885|issue:53233", + "issue:35283|issue:66507", + "issue:53295|issue:53697", + "issue:56854|issue:67986", + "issue:52484|issue:66519", + "issue:65742|issue:66607", + "issue:53873|issue:64633", + "issue:62699|issue:65921", + "issue:51656|issue:67576", + "issue:52677|issue:67745", + "issue:36672|issue:65786", + "issue:37344|issue:64814", + "issue:66588|issue:68026", + "issue:65464|issue:67441", + "issue:31280|issue:43637", + "issue:54039|issue:66799", + "issue:37494|issue:65786", + "issue:58235|issue:67745" + ], + "prepared_review_unit_hash": "fa59de87e94dcd50d57e7ca38c5f4426e3f4f9e043ea17370d274c965c1ef12b", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 25, + "serialized_chars": 35735, + "estimated_input_tokens": 8934, + "estimated_eval_tokens": 18124 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "The cluster is mostly heterogeneous. I found three tight duplicate subpairs: Feishu card-required regression, subagent raw-timeout/status fallback, and cron success/error bookkeeping. Most other pairs are only broadly related by subsystem and should stay separate.", + "confidence": 0.88, + "canonical_issue_reason": "No single canonical issue fits the whole cluster; it mixes unrelated bugs across cron, gateway, agents, tools, and channel integrations. Only a few narrow subpairs look duplicative.", + "canonical_pr_reason": null, + "best_issue_reason": "No global best issue for the full cluster. If forced to pick a representative of one subcluster, issue 53697 is the clearest specific report, but it does not represent the rest of the items.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:53857", + "right": "issue:68249", + "accept": false, + "reason": "Both involve web_search, but one is API-key detection and the other is plugin loading; different root causes." + }, + { + "left": "issue:66624", + "right": "issue:67546", + "accept": false, + "reason": "Unrelated failures: channel-selection trim TypeError vs a broad onboard feature bug." + }, + { + "left": "issue:54253", + "right": "issue:64499", + "accept": false, + "reason": "Different platforms and code paths: RISC-V LLM request failure vs macOS companion exec.prepare missing." + }, + { + "left": "issue:28565", + "right": "issue:38826", + "accept": false, + "reason": "Both mention internal narration leaking, but they affect different channels and outputs; not the same bug." + }, + { + "left": "issue:33354", + "right": "issue:34243", + "accept": false, + "reason": "Different skill-loading problems: workspace skills missing on startup vs sandbox path-escape access error." + }, + { + "left": "issue:32189", + "right": "issue:62172", + "accept": false, + "reason": "Discord model mismatch vs Discord /status showing discord/undefined are separate issues." + }, + { + "left": "issue:65867", + "right": "issue:67092", + "accept": false, + "reason": "Both leak internal markup, but one is Gemini stripping and the other is malformed handling." + }, + { + "left": "issue:49885", + "right": "issue:53233", + "accept": false, + "reason": "Credential lookup failure for google-vertex vs rate-limit cooldown propagation are different provider bugs." + }, + { + "left": "issue:35283", + "right": "issue:66507", + "accept": false, + "reason": "Both touch sessions, but one is restart/restore behavior and the other is channel session isolation." + }, + { + "left": "issue:53295", + "right": "issue:53697", + "accept": true, + "reason": "Same Feishu regression: card is incorrectly required for text-only send, both in runtime behavior and schema." + }, + { + "left": "issue:56854", + "right": "issue:67986", + "accept": false, + "reason": "Both are gateway health issues, but one is an uncaught restart crash and the other is a silent wedge mid-session." + }, + { + "left": "issue:52484", + "right": "issue:66519", + "accept": true, + "reason": "Same subagent fallback bug: raw status/timeout JSON leaks alongside the normal summary after handoff completion/timeout." + }, + { + "left": "issue:65742", + "right": "issue:66607", + "accept": false, + "reason": "PDF provider/model resolution error vs control-UI thinking dropdown mismatch are unrelated." + }, + { + "left": "issue:53873", + "right": "issue:64633", + "accept": false, + "reason": "CVE request is not the same as the gibberish-speech behavior bug." + }, + { + "left": "issue:62699", + "right": "issue:65921", + "accept": false, + "reason": "ACP session recovery failure vs bundled acpx path resolution after update are different failure modes." + }, + { + "left": "issue:51656", + "right": "issue:67576", + "accept": false, + "reason": "Image-tool routing/vision fallback and OpenRouter provider fallback are separate model-selection bugs." + }, + { + "left": "issue:52677", + "right": "issue:67745", + "accept": false, + "reason": "One is missing built-in tools for Gemini; the other is tool_calls being ignored during execution." + }, + { + "left": "issue:36672", + "right": "issue:65786", + "accept": false, + "reason": "Invalid JSON payload every request is unrelated to Feishu config validation." + }, + { + "left": "issue:37344", + "right": "issue:64814", + "accept": false, + "reason": "Discord fetch/proxy failure vs plugin register() config null are different subsystems." + }, + { + "left": "issue:66588", + "right": "issue:68026", + "accept": false, + "reason": "Browser launch on Raspberry Pi and infinite tool-validation loop are not the same bug." + }, + { + "left": "issue:65464", + "right": "issue:67441", + "accept": true, + "reason": "Same cron status bookkeeping bug: a later successful delivery still leaves error/lastError state behind." + }, + { + "left": "issue:31280", + "right": "issue:43637", + "accept": false, + "reason": "Both concern macOS gateway commands, but one is kickstart service lookup and the other is launchd unload-on-stop behavior." + }, + { + "left": "issue:54039", + "right": "issue:66799", + "accept": false, + "reason": "Windows absolute-path handling in read vs arbitrary workspace file access are distinct security/paths issues." + }, + { + "left": "issue:37494", + "right": "issue:65786", + "accept": false, + "reason": "macOS SHARP/libvips install problem vs Feishu config validation are unrelated." + }, + { + "left": "issue:58235", + "right": "issue:67745", + "accept": false, + "reason": "Missing thought_signature in Gemini tool_calls is different from custom provider tool execution not happening." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet and stays conservative. The three accepted soft pairs are well-supported as narrow duplicates, and the rejected pairs are mostly only loosely related by subsystem rather than clearly the same bug." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 122, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:17101", + "issue:31246", + "issue:32200", + "issue:32633", + "issue:32933", + "issue:32947", + "issue:34537", + "issue:51099", + "issue:53010", + "issue:53169", + "issue:53317", + "issue:53466", + "issue:53578", + "issue:53932", + "issue:57256", + "issue:60102", + "issue:63667", + "issue:63863", + "issue:63910", + "issue:63999", + "issue:64055", + "issue:64252", + "issue:64292", + "issue:64302", + "issue:64326", + "issue:64421", + "issue:64464", + "issue:64517", + "issue:64549", + "issue:64748", + "issue:64982", + "issue:65182", + "issue:65565", + "issue:65662", + "issue:65810", + "issue:66004", + "issue:66262", + "issue:66423", + "issue:66799", + "issue:66972", + "issue:67199", + "issue:67314", + "issue:67491", + "issue:67799", + "issue:68216", + "issue:68461", + "issue:68706" + ], + "soft_pairs": [ + "issue:32633|issue:66004", + "issue:64421|issue:67799", + "issue:53010|issue:53932", + "issue:17101|issue:32200", + "issue:66262|issue:66972", + "issue:63667|issue:67491", + "issue:64292|issue:64464", + "issue:31246|issue:32933", + "issue:53317|issue:53466", + "issue:65565|issue:65662", + "issue:67199|issue:68706", + "issue:67314|issue:68461", + "issue:51099|issue:53169", + "issue:63999|issue:66423", + "issue:60102|issue:66262", + "issue:64748|issue:64982", + "issue:32947|issue:64055", + "issue:34537|issue:65182", + "issue:57256|issue:64252", + "issue:64517|issue:65810", + "issue:53578|issue:68216", + "issue:63863|issue:63910", + "issue:64549|issue:66799", + "issue:64302|issue:64326" + ], + "prepared_review_unit_hash": "8028e2cf80c27ae3c56e784dff33267db269070ddfd4ce6342d3ada091040f83", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 24, + "serialized_chars": 34778, + "estimated_input_tokens": 8695, + "estimated_eval_tokens": 17646 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "The cluster is still heterogeneous: it has a few real duplicate-style subgroups, but no single issue cleanly spans all items. Most pairings share only a broad subsystem or tag-like wording, not the same concrete bug path. I tightened the tool-call pair to stay conservative.", + "confidence": 0.81, + "canonical_issue_reason": "No single canonical issue covers the whole cluster; the items split across several unrelated bug families (OAuth/session persistence, tool-call parsing, compaction/token accounting, stale bindings, sandbox/file I/O, and UI display regressions).", + "canonical_pr_reason": null, + "best_issue_reason": "issue:53317 is the strongest representative issue because it has a clear, concrete root cause and a closely matched duplicate-style sibling: stale cached OAuth state overwriting fresh re-auth on startup.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:32633", + "right": "issue:66004", + "accept": false, + "reason": "Different failure modes: persisted transcriptPath causing restart 400s vs subagent timeout/frozenResultText null." + }, + { + "left": "issue:64421", + "right": "issue:67799", + "accept": false, + "reason": "Both mention scope/pairing wording, but they affect different operations and do not show the same concrete bug path." + }, + { + "left": "issue:53010", + "right": "issue:53932", + "accept": false, + "reason": "Different features and platforms: WeChat image sending vs Slack image optimization." + }, + { + "left": "issue:17101", + "right": "issue:32200", + "accept": false, + "reason": "Both are voice-transcription related, but they are separate messaging integrations with no evidence of the same underlying bug." + }, + { + "left": "issue:66262", + "right": "issue:66972", + "accept": true, + "reason": "Same stale thread-binding problem: a preserved binding blocks fresh session creation / /new after reset." + }, + { + "left": "issue:63667", + "right": "issue:67491", + "accept": false, + "reason": "Both involve the image tool, but one is a generic empty-content regression and the other is specifically about URL-to-base64 conversion before MiniMax VL." + }, + { + "left": "issue:64292", + "right": "issue:64464", + "accept": false, + "reason": "Unrelated spawn failures: sessions_spawn permission rejection vs browser chrome startup DISPLAY misconfiguration." + }, + { + "left": "issue:31246", + "right": "issue:32933", + "accept": false, + "reason": "Different tools and paths: Discord slash-command resolution vs exec-tool timeout/result loss." + }, + { + "left": "issue:53317", + "right": "issue:53466", + "accept": true, + "reason": "Same root cause: fresh re-auth is overwritten by stale/expired cached OAuth state, causing repeated auth failures." + }, + { + "left": "issue:65565", + "right": "issue:65662", + "accept": false, + "reason": "Dashboard default-agent config error vs ElevenLabs audio playback fallback are unrelated." + }, + { + "left": "issue:67199", + "right": "issue:68706", + "accept": false, + "reason": "Both involve fallback behavior, but one is missing thinkingDefault propagation and the other is session-persisted fallback override; not the same bug." + }, + { + "left": "issue:67314", + "right": "issue:68461", + "accept": false, + "reason": "Different context-limit reports with different suspected causes; no shared concrete code-path is evident." + }, + { + "left": "issue:51099", + "right": "issue:53169", + "accept": false, + "reason": "Completely different areas: sandbox image missing python3 vs dashboard upgrade/service migration." + }, + { + "left": "issue:63999", + "right": "issue:66423", + "accept": false, + "reason": "The titles are only loosely similar around , but one is raw tool-call XML leaking into visible chat and the other is only text reply without tool action; the bodies do not show the same parser/failure mode." + }, + { + "left": "issue:60102", + "right": "issue:66262", + "accept": false, + "reason": "Both mention stale bindings, but one is Telegram DM/session pinning and the other is gateway reset thread binding; too different to merge confidently." + }, + { + "left": "issue:64748", + "right": "issue:64982", + "accept": false, + "reason": "Different allowlist/config advisory bugs in different commands; not the same issue." + }, + { + "left": "issue:32947", + "right": "issue:64055", + "accept": false, + "reason": "Unrelated network fetch failure vs arm64 port-in-use restart failure." + }, + { + "left": "issue:34537", + "right": "issue:65182", + "accept": false, + "reason": "One is missing response display when is absent; the other is unstripped final tags in Control UI. Related area, different bugs." + }, + { + "left": "issue:57256", + "right": "issue:64252", + "accept": false, + "reason": "Different availability/status problems with no shared underlying bug." + }, + { + "left": "issue:64517", + "right": "issue:65810", + "accept": false, + "reason": "Approvals target routing under multiple agents is unrelated to fallback-on-network-error behavior." + }, + { + "left": "issue:53578", + "right": "issue:68216", + "accept": false, + "reason": "Gemini OAuth slowness and Gemini CLI write failures are different symptoms and likely different code paths." + }, + { + "left": "issue:63863", + "right": "issue:63910", + "accept": false, + "reason": "Startup delay from chat.history is unrelated to bash-completion file errors on clean install." + }, + { + "left": "issue:64549", + "right": "issue:66799", + "accept": false, + "reason": "Memory indexing/watch behavior vs file read authorization are unrelated." + }, + { + "left": "issue:64302", + "right": "issue:64326", + "accept": true, + "reason": "Same compaction bug: an incorrect 32768 token limit from Ollama makes compaction trigger despite valid config." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "The cluster-level summary is mostly grounded, but one soft-edge verdict is too strong for the evidence available: issue:63999 vs issue:66423 is only a loose tool-call/tag similarity from the titles, not enough to confidently call it the same bug/root cause. The accepted pairs should stay conservative unless the bodies show the same parsing path or failure mode." + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 123, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:19598", + "issue:28565", + "issue:31704", + "issue:32947", + "issue:34941", + "issue:35609", + "issue:36757", + "issue:37344", + "issue:49885", + "issue:50401", + "issue:51151", + "issue:51505", + "issue:51794", + "issue:52773", + "issue:53140", + "issue:53523", + "issue:53547", + "issue:53733", + "issue:53862", + "issue:53955", + "issue:55304", + "issue:59041", + "issue:62470", + "issue:64381", + "issue:64841", + "issue:64912", + "issue:64945", + "issue:65052", + "issue:65157", + "issue:65407", + "issue:65538", + "issue:65565", + "issue:65808", + "issue:65890", + "issue:66260", + "issue:66702", + "issue:67131", + "issue:67132", + "issue:67250", + "issue:67301", + "issue:67378", + "issue:67525", + "issue:67696", + "issue:67746", + "issue:68057", + "issue:68147", + "issue:68165", + "issue:68643" + ], + "soft_pairs": [ + "issue:50401|issue:68643", + "issue:52773|issue:67746", + "issue:28565|issue:67132", + "issue:64381|issue:66260", + "issue:67131|issue:68147", + "issue:65157|issue:65407", + "issue:49885|issue:62470", + "issue:51505|issue:65538", + "issue:34941|issue:53862", + "issue:19598|issue:53733", + "issue:67250|issue:67525", + "issue:67378|issue:67696", + "issue:31704|issue:53140", + "issue:67301|issue:68057", + "issue:35609|issue:59041", + "issue:65052|issue:66702", + "issue:53547|issue:53955", + "issue:64912|issue:64945", + "issue:37344|issue:51794", + "issue:53523|issue:55304", + "issue:64841|issue:68165", + "issue:36757|issue:65808", + "issue:32947|issue:51151", + "issue:65565|issue:65890" + ], + "prepared_review_unit_hash": "d95c8a44dc734572345b98109475f0c7c8f05de782e852e0734a57b68856f8a8", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 35255, + "estimated_input_tokens": 8814, + "estimated_eval_tokens": 17884 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "The cluster is mostly heterogeneous, with two plausible duplicate families: a CLI hook-dispatch regression pair and a qa-lab packaging regression pair. No PRs are present.", + "confidence": 0.88, + "canonical_issue_reason": "Issue 65407 is the best root-cause-style representative for the hook-dispatch subcluster: it describes the GlobalHookRunner bypass directly, while 65157 looks like a provider-specific symptom of that same regression.", + "canonical_pr_reason": null, + "best_issue_reason": "No single issue cleanly represents the whole cluster, but 65407 is the strongest overall candidate because it states the underlying code-path failure most clearly and explains one accepted duplicate pair.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:50401", + "right": "issue:68643", + "accept": false, + "reason": "Both are model/provider failures, but one is a SiliconFlow DeepSeek tool-call 400 and the other is an OpenRouter base-URL misconfig; different bugs and fixes." + }, + { + "left": "issue:52773", + "right": "issue:67746", + "accept": false, + "reason": "Both involve WhatsApp session/lifecycle behavior, but one is an upgrade-time listener failure and the other is logout/remove cleanup; not the same underlying bug." + }, + { + "left": "issue:28565", + "right": "issue:67132", + "accept": false, + "reason": "Both mention narration leaking into chat, but Slack DM cron narration and iMessage tool-call narration are different channels and code paths." + }, + { + "left": "issue:64381", + "right": "issue:66260", + "accept": false, + "reason": "Both are startup/activation regressions, but one is memory-kind plugin startup exclusion and the other is Codex agent harness activation; too broad to treat as the same bug." + }, + { + "left": "issue:67131", + "right": "issue:68147", + "accept": false, + "reason": "One is a baseUrl persistence failure after a prior fix; the other is a model-selection UI bug. No shared concrete failure path." + }, + { + "left": "issue:65157", + "right": "issue:65407", + "accept": true, + "reason": "Both describe the same hook-dispatch regression: CLI runner bypassing GlobalHookRunner, causing hooks to never fire for the claude-cli path." + }, + { + "left": "issue:49885", + "right": "issue:62470", + "accept": false, + "reason": "Google Vertex credential lookup failure and empty Gemini replies from thinkingConfig are unrelated provider bugs." + }, + { + "left": "issue:51505", + "right": "issue:65538", + "accept": false, + "reason": "Both concern streaming UX, but one is missing thinking-stream events over WebSocket and the other is accessibility noise from aria-live; different fixes." + }, + { + "left": "issue:34941", + "right": "issue:53862", + "accept": false, + "reason": "Both are Telegram inbound-delivery problems, but the symptoms differ across polling/webhook vs multi-account group-message drops; not enough to merge as one bug." + }, + { + "left": "issue:19598", + "right": "issue:53733", + "accept": false, + "reason": "Slack thread support and Intel Mac app support are unrelated feature requests." + }, + { + "left": "issue:67250", + "right": "issue:67525", + "accept": false, + "reason": "One is a control-UI streaming display regression; the other is a doctor crash in plugin state cleanup. Different code paths." + }, + { + "left": "issue:67378", + "right": "issue:67696", + "accept": false, + "reason": "WhatsApp ghost chats from LID\u2192PN resolution and [object Object] serialization in Telegram/Mattermost are separate outbound-message bugs." + }, + { + "left": "issue:31704", + "right": "issue:53140", + "accept": false, + "reason": "Both are WhatsApp behavior issues, but one is identity confusion and the other is unsolicited auto-reply takeover; not the same bug." + }, + { + "left": "issue:67301", + "right": "issue:68057", + "accept": false, + "reason": "Session LABEL reset on restart/compaction and custom Telegram commands lost on restart are different persistence regressions." + }, + { + "left": "issue:35609", + "right": "issue:59041", + "accept": false, + "reason": "A hanging status command and a missing flows command are unrelated CLI issues." + }, + { + "left": "issue:65052", + "right": "issue:66702", + "accept": false, + "reason": "Both involve vision/image handling, but one is a turn stall with the dynamic image tool exposed and the other is contamination from stale images; separate failures." + }, + { + "left": "issue:53547", + "right": "issue:53955", + "accept": false, + "reason": "Bootstrap files not loading from workspace and QMD memory index being empty are unrelated startup/memory issues." + }, + { + "left": "issue:64912", + "right": "issue:64945", + "accept": true, + "reason": "Both point to the same 2026.4.10 packaging regression around missing qa/scenarios, causing related CLI/completion failures." + }, + { + "left": "issue:37344", + "right": "issue:51794", + "accept": false, + "reason": "Discord fetch failures through proxy and Discord token secretref-env resolution are different parts of the stack." + }, + { + "left": "issue:53523", + "right": "issue:55304", + "accept": false, + "reason": "Matrix homeserver startup crash and Telegram initialization failure after restart are unrelated channel bugs." + }, + { + "left": "issue:64841", + "right": "issue:68165", + "accept": false, + "reason": "Disabled memory-lancedb config validation and WhatsApp/Telegram setup failures do not share a concrete code path." + }, + { + "left": "issue:36757", + "right": "issue:65808", + "accept": false, + "reason": "Both are Telegram feature requests, but per-message link previews and separating reactions from requireMention are distinct changes." + }, + { + "left": "issue:32947", + "right": "issue:51151", + "accept": false, + "reason": "Fetch failures and CLI gateway connection failures are both network-adjacent, but they target different components and failure modes." + }, + { + "left": "issue:65565", + "right": "issue:65890", + "accept": false, + "reason": "Dashboard default-agent config validation and QMD memory-search fallback are unrelated configuration bugs." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet: the cluster is largely heterogeneous, the two accepted issue pairs are plausible and conservative, and the rejected soft pairs are explained without overstating similarity. No PRs are present, so there is no mergeability concern." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 124, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:25303", + "issue:26466", + "issue:27988", + "issue:29809", + "issue:30917", + "issue:30923", + "issue:31275", + "issue:32296", + "issue:32633", + "issue:32983", + "issue:33568", + "issue:33641", + "issue:33650", + "issue:34659", + "issue:34863", + "issue:48479", + "issue:50266", + "issue:53547", + "issue:53686", + "issue:63540", + "issue:63706", + "issue:63722", + "issue:63968", + "issue:64509", + "issue:64549", + "issue:64814", + "issue:64866", + "issue:65177", + "issue:65360", + "issue:65810", + "issue:65890", + "issue:66124", + "issue:66740", + "issue:66839", + "issue:66895", + "issue:67092", + "issue:67158", + "issue:67260", + "issue:67343", + "issue:67357", + "issue:67454", + "issue:67469", + "issue:67473", + "issue:67547", + "issue:67817", + "issue:68052", + "issue:68182", + "issue:68216" + ], + "soft_pairs": [ + "issue:29809|issue:33650", + "issue:32633|issue:64814", + "issue:34863|issue:67454", + "issue:63706|issue:63968", + "issue:65360|issue:66740", + "issue:65177|issue:66839", + "issue:34659|issue:67817", + "issue:64549|issue:68216", + "issue:66124|issue:67547", + "issue:63540|issue:67343", + "issue:33568|issue:53547", + "issue:63722|issue:64866", + "issue:65890|issue:67260", + "issue:48479|issue:50266", + "issue:25303|issue:31275", + "issue:66895|issue:67473", + "issue:32296|issue:33641", + "issue:53686|issue:64509", + "issue:67092|issue:68182", + "issue:48479|issue:67469", + "issue:30923|issue:67357", + "issue:26466|issue:68052", + "issue:27988|issue:32983", + "issue:30917|issue:65810", + "issue:30917|issue:67158" + ], + "prepared_review_unit_hash": "8cb4ed70b162fbb9317e4ab2479585f69b97f09c785d11bec777316e3cd080ee", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 25, + "serialized_chars": 35538, + "estimated_input_tokens": 8885, + "estimated_eval_tokens": 18026 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Mostly unrelated bug reports; the soft matches are almost all false positives from shared wording. The only strong duplicate-like pair is the thinking-leak bug in channel output (26466 \u2194 68052).", + "confidence": 0.93, + "canonical_issue_reason": "issue:26466 is the broadest, most general statement of the one plausible duplicate family here: thinking content leaking into user-visible channel output when Think is off. issue:68052 looks like a Feishu-specific manifestation of that same bug.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:26466 is the clearest root tracker candidate because it describes the underlying behavior in platform-agnostic terms rather than a single channel.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:29809", + "right": "issue:33650", + "accept": false, + "reason": "Both are gateway/control-UI connection errors, but one is allowed-origins validation and the other is browser attach authorization; different code paths." + }, + { + "left": "issue:32633", + "right": "issue:64814", + "accept": false, + "reason": "Session transcript persistence on restart is unrelated to extension plugin config being null during register()." + }, + { + "left": "issue:34863", + "right": "issue:67454", + "accept": false, + "reason": "Different providers and symptoms: ACP interactive mode returning only end_turn vs OpenRouter empty assistant payloads." + }, + { + "left": "issue:63706", + "right": "issue:63968", + "accept": false, + "reason": "Discord voice-note handling and a packaging regression missing qa/scenarios/index.md are unrelated." + }, + { + "left": "issue:65360", + "right": "issue:66740", + "accept": false, + "reason": "Both mention wrong context windows, but for different models/providers and different surfaces; not enough evidence of one shared bug." + }, + { + "left": "issue:65177", + "right": "issue:66839", + "accept": false, + "reason": "Config migration in Feishu doctor --fix is unrelated to macOS node capability advertisement for exec host=node." + }, + { + "left": "issue:34659", + "right": "issue:67817", + "accept": false, + "reason": "TUI reply rendering and a Discord service-file environment variable omission are different failures." + }, + { + "left": "issue:64549", + "right": "issue:68216", + "accept": false, + "reason": "Auto-indexing new markdown files is a watcher problem; writing workspace files in Gemini CLI is a separate permissions/runtime issue." + }, + { + "left": "issue:66124", + "right": "issue:67547", + "accept": false, + "reason": "Wrong config path written by Control UI and bundle/hash dependence on ui/node_modules are unrelated." + }, + { + "left": "issue:63540", + "right": "issue:67343", + "accept": false, + "reason": "Both touch Telegram voice, but one is provider capability metadata and the other is caption sanitization leakage." + }, + { + "left": "issue:33568", + "right": "issue:53547", + "accept": false, + "reason": "Memory-file logging for Telegram Topics is unrelated to workspace bootstrap files not loading." + }, + { + "left": "issue:63722", + "right": "issue:64866", + "accept": false, + "reason": "Provider defaultModels being ignored for image tools is unrelated to Minimax portal OAuth/VLM image understanding." + }, + { + "left": "issue:65890", + "right": "issue:67260", + "accept": false, + "reason": "Both involve fallback, but the causes differ: managed collection mismatch vs long-lived Telegram session drift." + }, + { + "left": "issue:48479", + "right": "issue:50266", + "accept": false, + "reason": "Vertex auth mode regression and Feishu replying with replies=0 are different bugs." + }, + { + "left": "issue:25303", + "right": "issue:31275", + "accept": false, + "reason": "Verbose exec-call visibility and Feishu /new session-memory-hook triggering are separate issues." + }, + { + "left": "issue:66895", + "right": "issue:67473", + "accept": false, + "reason": "Failover state sticking forever is unrelated to auto-compaction never firing." + }, + { + "left": "issue:32296", + "right": "issue:33641", + "accept": false, + "reason": "Replying to the wrong message and losing the previous assistant message during streaming are distinct session/UI problems." + }, + { + "left": "issue:53686", + "right": "issue:64509", + "accept": false, + "reason": "Telegram outbound API failures and claude-cli usage-limit errors are unrelated." + }, + { + "left": "issue:67092", + "right": "issue:68182", + "accept": false, + "reason": "Reasoning-tag leakage into assistant text and heartbeat preempting the active reply lane are different bugs." + }, + { + "left": "issue:48479", + "right": "issue:67469", + "accept": false, + "reason": "Google Vertex auth regression and Gemini CLI transcript persistence loss are unrelated." + }, + { + "left": "issue:30923", + "right": "issue:67357", + "accept": false, + "reason": "Codex unusable due routing/function_call blockers is unrelated to Discord file sending bugs." + }, + { + "left": "issue:26466", + "right": "issue:68052", + "accept": true, + "reason": "Both describe thinking content leaking into user-visible channel output when it should be filtered; 68052 is a channel-specific manifestation of the same bug." + }, + { + "left": "issue:27988", + "right": "issue:32983", + "accept": false, + "reason": "Multiple model definitions with cacheRetention periods is unrelated to heartbeat.model being ignored." + }, + { + "left": "issue:30917", + "right": "issue:65810", + "accept": false, + "reason": "Telegram + qwen3.5-35b-a3b incompatibility is unrelated to fallback on connection errors." + }, + { + "left": "issue:30917", + "right": "issue:67158", + "accept": false, + "reason": "Telegram model-specific failure is unrelated to OpenAI Codex OAuth model rejection." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The assessment is well-grounded in the packet and stays conservative overall. The only accepted soft-edge pair, issue:26466 \u2194 issue:68052, is supported by the titles/body descriptions as the same thinking-leak family with a channel-specific manifestation. The remaining pair rejections are phrased cautiously and do not overclaim duplication. The summary also matches the evidence by treating most pairs as unrelated shared-wording false positives." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 125, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:31486", + "issue:32678", + "issue:33119", + "issue:33349", + "issue:34243", + "issue:34476", + "issue:35476", + "issue:36634", + "issue:42074", + "issue:43680", + "issue:46012", + "issue:48473", + "issue:49705", + "issue:51023", + "issue:51168", + "issue:51468", + "issue:52605", + "issue:52934", + "issue:53641", + "issue:53733", + "issue:55011", + "issue:57386", + "issue:62472", + "issue:63126", + "issue:63178", + "issue:63561", + "issue:63567", + "issue:64111", + "issue:65035", + "issue:65050", + "issue:65368", + "issue:65578", + "issue:65595", + "issue:65915", + "issue:65990", + "issue:66046", + "issue:66219", + "issue:66263", + "issue:66661", + "issue:67019", + "issue:67092", + "issue:67131", + "issue:67257", + "issue:67288", + "issue:67585", + "issue:67610", + "issue:68615", + "issue:68706" + ], + "soft_pairs": [ + "issue:32678|issue:52934", + "issue:33119|issue:51023", + "issue:33349|issue:34476", + "issue:34243|issue:67610", + "issue:35476|issue:36634", + "issue:43680|issue:63178", + "issue:48473|issue:66661", + "issue:49705|issue:65990", + "issue:51468|issue:65368", + "issue:53733|issue:67585", + "issue:63567|issue:65035", + "issue:64111|issue:65595", + "issue:65578|issue:67288", + "issue:67019|issue:67092", + "issue:67131|issue:68615", + "issue:57386|issue:66046", + "issue:62472|issue:68706", + "issue:63561|issue:66219", + "issue:53641|issue:63126", + "issue:65050|issue:66263", + "issue:65915|issue:67257", + "issue:31486|issue:55011", + "issue:42074|issue:46012", + "issue:51168|issue:52605" + ], + "prepared_review_unit_hash": "f6152ba5ae31c0ceae1d92b6b2a3e4e7857b6ff6283ed0010bb54ed9ae0a3902", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 35261, + "estimated_input_tokens": 8816, + "estimated_eval_tokens": 17888 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "The cluster is mostly loose thematic similarity around plugins, model/provider configuration, and sandbox/startup issues rather than true duplicates. Only the image-tool/provider-registry pairs look like the same underlying bug.", + "confidence": 0.73, + "canonical_issue_reason": "issue:65595 is the clearest statement of the shared image-tool bug: it hardcodes the `openai/` prefix and ignores provider configuration, which best explains the related image-tool failures.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:65595 is the best representative issue because it names the root cause directly and can anchor the related image-provider failures more cleanly than the symptom-based reports.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:32678", + "right": "issue:52934", + "accept": false, + "reason": "Different plugin problems: bindings routing vs a security/malicious-intent concern." + }, + { + "left": "issue:33119", + "right": "issue:51023", + "accept": false, + "reason": "Image attachment display in webchat is unrelated to a generic UI/interface report." + }, + { + "left": "issue:33349", + "right": "issue:34476", + "accept": false, + "reason": "Full sandbox config on webhook invocation is a different bug from API address changes not applying." + }, + { + "left": "issue:34243", + "right": "issue:67610", + "accept": false, + "reason": "Both mention sandbox, but one is path-escape access and the other is startup-time backend factory failure." + }, + { + "left": "issue:35476", + "right": "issue:36634", + "accept": false, + "reason": "Same general model/config area, but one is duplicate model-id selection and the other is agents_list only returning main." + }, + { + "left": "issue:43680", + "right": "issue:63178", + "accept": false, + "reason": "Both involve model overrides, but one is config defaults overriding agent models and the other is fallback/compaction persistence." + }, + { + "left": "issue:48473", + "right": "issue:66661", + "accept": false, + "reason": "Both are plugin 404s, but the described failure modes and root causes differ too much to treat as one bug." + }, + { + "left": "issue:49705", + "right": "issue:65990", + "accept": false, + "reason": "Both concern Chrome/CDP startup, but DevToolsActivePort and unreachable websocket are not the same concrete failure." + }, + { + "left": "issue:51468", + "right": "issue:65368", + "accept": false, + "reason": "ACP runtime versioning and hashed-chunk plugin update failure are separate update/runtime issues." + }, + { + "left": "issue:53733", + "right": "issue:67585", + "accept": false, + "reason": "A Mac Intel app feature request is unrelated to a WhatsApp group/feature post." + }, + { + "left": "issue:63567", + "right": "issue:65035", + "accept": false, + "reason": "Both are downgrade/schema regressions, but they affect different config keys and repair paths." + }, + { + "left": "issue:64111", + "right": "issue:65595", + "accept": true, + "reason": "Same image-tool/provider-config bug: 64111 is the Ollama symptom, while 65595 states the hardcoded `openai/` prefix root cause." + }, + { + "left": "issue:65578", + "right": "issue:67288", + "accept": false, + "reason": "Both touch discovery, but one is incomplete auto-discovery output and the other is an unnecessary discovery gate issue." + }, + { + "left": "issue:67019", + "right": "issue:67092", + "accept": false, + "reason": "Garbled GLM output is not the same concrete bug as malformed reasoning-tag leakage." + }, + { + "left": "issue:67131", + "right": "issue:68615", + "accept": false, + "reason": "Both mention stale codex/openai-codex paths, but one is a persisted baseUrl issue and the other is routing after Codex is disabled." + }, + { + "left": "issue:57386", + "right": "issue:66046", + "accept": false, + "reason": "Different integrations and endpoints: Google Chat webhook 401 vs Vertex model 401." + }, + { + "left": "issue:62472", + "right": "issue:68706", + "accept": false, + "reason": "Both involve persisted session/model state, but one is same-model-id status corruption and the other is fallback override sticking after auto fallback." + }, + { + "left": "issue:63561", + "right": "issue:66219", + "accept": false, + "reason": "User-systemd detection and token re-embedding in systemd are unrelated systemd bugs." + }, + { + "left": "issue:53641", + "right": "issue:63126", + "accept": false, + "reason": "Different messaging plugins and different attachment-drop code paths." + }, + { + "left": "issue:65050", + "right": "issue:66263", + "accept": false, + "reason": "Both are Codex-native, but vision-turn stalling and compaction stale usage are distinct failures." + }, + { + "left": "issue:65915", + "right": "issue:67257", + "accept": false, + "reason": "Plugin trace export failure and plugin load/export-missing-entry failure are separate issues." + }, + { + "left": "issue:31486", + "right": "issue:55011", + "accept": true, + "reason": "Both point to the same image-provider registration problem: custom providers are configured but the image/image_generate tool cannot see them." + }, + { + "left": "issue:42074", + "right": "issue:46012", + "accept": false, + "reason": "Dashboard accessibility and LaunchAgent loading are different macOS issues." + }, + { + "left": "issue:51168", + "right": "issue:52605", + "accept": false, + "reason": "AgentMail websocket handling and BlueBubbles webhook 404s are unrelated channel/plugin bugs." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet and stays conservative overall. The only accepted soft-edge pairs are the two image-tool/provider-registry clusters, which are well supported by the issue titles. The rejected pairs are mostly appropriately separated by distinct failure modes or subsystems, and the canonical issue choice is reasonable because 65595 states the root cause directly." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 126, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:29670", + "issue:30908", + "issue:33880", + "issue:34308", + "issue:34324", + "issue:34378", + "issue:34513", + "issue:35277", + "issue:35300", + "issue:35589", + "issue:35975", + "issue:36439", + "issue:36672", + "issue:37142", + "issue:37388", + "issue:44778", + "issue:48479", + "issue:50401", + "issue:51144", + "issue:52511", + "issue:52605", + "issue:53235", + "issue:53363", + "issue:53386", + "issue:53547", + "issue:62049", + "issue:63999", + "issue:64067", + "issue:64226", + "issue:64549", + "issue:64676", + "issue:64732", + "issue:64910", + "issue:65078", + "issue:65247", + "issue:65451", + "issue:65488", + "issue:65863", + "issue:66173", + "issue:66358", + "issue:66507", + "issue:67029", + "issue:67151", + "issue:67158", + "issue:67517", + "issue:67875", + "issue:68309", + "issue:68810" + ], + "soft_pairs": [ + "issue:53547|issue:64549", + "issue:52605|issue:67151", + "issue:36672|issue:50401", + "issue:64226|issue:65451", + "issue:33880|issue:53386", + "issue:66358|issue:67029", + "issue:63999|issue:65247", + "issue:36439|issue:51144", + "issue:37388|issue:67875", + "issue:34308|issue:35589", + "issue:64910|issue:67517", + "issue:62049|issue:64732", + "issue:64676|issue:65488", + "issue:34378|issue:66507", + "issue:30908|issue:66173", + "issue:35277|issue:53235", + "issue:48479|issue:65078", + "issue:64067|issue:65863", + "issue:34324|issue:35300", + "issue:34513|issue:67158", + "issue:35975|issue:37142", + "issue:53363|issue:68309", + "issue:44778|issue:68810", + "issue:29670|issue:52511" + ], + "prepared_review_unit_hash": "c007a94bc266ec45fee57080d84cf00d34aebb72b9016bfa86c97e15495227a9", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 35014, + "estimated_input_tokens": 8754, + "estimated_eval_tokens": 17764 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This cluster is mostly false-positive similarity: the items span many unrelated bugs, and none of the soft pairs look like the same underlying defect strongly enough to merge. The closest overlap is in WhatsApp media sending, but even that is still too symptom-specific to accept.", + "confidence": 0.84, + "canonical_issue_reason": "No single canonical issue fits the cluster well; the soft pairs are mostly topic-level lookalikes across distinct bugs rather than duplicates.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:34324 is the clearest, most concrete representative of the recurring delivery-routing theme in the cluster, with a well-scoped symptom and duplicate-delivery framing.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:53547", + "right": "issue:64549", + "accept": false, + "reason": "Both involve workspace-related behavior, but one is bootstrap file loading and the other is memory index auto-discovery; different code paths and symptoms." + }, + { + "left": "issue:52605", + "right": "issue:67151", + "accept": false, + "reason": "Different integrations and failure modes: BlueBubbles route 404 after upgrade vs Discord message content being stripped before agent ingestion." + }, + { + "left": "issue:36672", + "right": "issue:50401", + "accept": false, + "reason": "One is a generic invalid JSON payload failure; the other is a provider-specific 400 from tool-call payload shape. Not the same bug." + }, + { + "left": "issue:64226", + "right": "issue:65451", + "accept": false, + "reason": "Both are WhatsApp media issues, but one is silent send failure and the other is attachment metadata missing on sendMessageWhatsApp; too little evidence of one root cause." + }, + { + "left": "issue:33880", + "right": "issue:53386", + "accept": false, + "reason": "Both are WhatsApp group-related, but one is about sessions not spawning and the other is fromMe echo filtering causing an infinite loop." + }, + { + "left": "issue:66358", + "right": "issue:67029", + "accept": false, + "reason": "Both mention dreaming/session cleanup, but one is duplicate sessions after sweep and the other is a permission error during narrative cleanup." + }, + { + "left": "issue:63999", + "right": "issue:65247", + "accept": false, + "reason": "Both are visible-message leak issues, but one leaks raw tool-call XML and the other leaks a synthetic transcript-repair message during history replay." + }, + { + "left": "issue:36439", + "right": "issue:51144", + "accept": false, + "reason": "Unrelated symptoms: message loss in synology-chat vs container restart/gateway closure." + }, + { + "left": "issue:37388", + "right": "issue:67875", + "accept": false, + "reason": "Log rotation on date change is unrelated to models.json baseUrl being rewritten on restart." + }, + { + "left": "issue:34308", + "right": "issue:35589", + "accept": false, + "reason": "Both touch response routing, but one is Telegram inter-session delivery and the other is TUI/iMessage context persistence with heartbeat target logic; not the same concrete defect." + }, + { + "left": "issue:64910", + "right": "issue:67517", + "accept": false, + "reason": "Different failures: stuck reply box/output completion vs Cloudflare HTML misclassified as rate limit/DNS." + }, + { + "left": "issue:62049", + "right": "issue:64732", + "accept": false, + "reason": "A false warning in status is not the same as CLI surfaces breaking when synthetic command ids are omitted." + }, + { + "left": "issue:64676", + "right": "issue:65488", + "accept": false, + "reason": "Configuration persistence and heartbeat-turn context handling are separate issues." + }, + { + "left": "issue:34378", + "right": "issue:66507", + "accept": false, + "reason": "One is message routing back to source; the other is session separation between WeChat and Feishu. Related area, but not the same bug." + }, + { + "left": "issue:30908", + "right": "issue:66173", + "accept": false, + "reason": "Config duplicate-plugin warnings are unrelated to Umbrel update lag." + }, + { + "left": "issue:35277", + "right": "issue:53235", + "accept": false, + "reason": "TUI duplicate messages and webchat messages disappearing are opposite symptoms and likely different paths." + }, + { + "left": "issue:48479", + "right": "issue:65078", + "accept": false, + "reason": "Google Vertex auth regression and Telegram transcript visibility in Web UI are unrelated." + }, + { + "left": "issue:64067", + "right": "issue:65863", + "accept": false, + "reason": "QA scenario pack lookup failure is unrelated to a missing docs provider entry." + }, + { + "left": "issue:34324", + "right": "issue:35300", + "accept": false, + "reason": "Both involve WebChat delivery, but one is duplicate delivery to Telegram and the other is a heartbeat message reaching Feishu; different payloads and routing conditions." + }, + { + "left": "issue:34513", + "right": "issue:67158", + "accept": false, + "reason": "TUI render starvation is unrelated to OpenAI Codex OAuth model rejection." + }, + { + "left": "issue:35975", + "right": "issue:37142", + "accept": false, + "reason": "Different provider failures: third-party relay thinking-mode error vs MiniMax 401 auth rejection." + }, + { + "left": "issue:53363", + "right": "issue:68309", + "accept": false, + "reason": "Both mention Mistral, but one is a 422 API failure and the other is a model-specific thinking-mode problem; insufficient evidence of one root cause." + }, + { + "left": "issue:44778", + "right": "issue:68810", + "accept": false, + "reason": "Feishu image crash from missing image path is not the same as a Windows gateway exit/code-delivery failure." + }, + { + "left": "issue:29670", + "right": "issue:52511", + "accept": false, + "reason": "Tailscale pairing requirement and intermittent browser-control permission loss are different control-UI problems with different triggers." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 127, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:24173", + "issue:25303", + "issue:27988", + "issue:31959", + "issue:32189", + "issue:32933", + "issue:33349", + "issue:33534", + "issue:33940", + "issue:34863", + "issue:35249", + "issue:35793", + "issue:36634", + "issue:37307", + "issue:44778", + "issue:50964", + "issue:51569", + "issue:52175", + "issue:53363", + "issue:53430", + "issue:53547", + "issue:57055", + "issue:58535", + "issue:63706", + "issue:64011", + "issue:64167", + "issue:64523", + "issue:64793", + "issue:64830", + "issue:64841", + "issue:64971", + "issue:65130", + "issue:65132", + "issue:65191", + "issue:65314", + "issue:65488", + "issue:65600", + "issue:65950", + "issue:66166", + "issue:66459", + "issue:67248", + "issue:67334", + "issue:67817", + "issue:68026", + "issue:68215", + "issue:68344", + "issue:68602", + "issue:68760" + ], + "soft_pairs": [ + "issue:33349|issue:57055", + "issue:37307|issue:53363", + "issue:34863|issue:67248", + "issue:35249|issue:65130", + "issue:27988|issue:32189", + "issue:33534|issue:64971", + "issue:50964|issue:51569", + "issue:65488|issue:65600", + "issue:32933|issue:36634", + "issue:52175|issue:65950", + "issue:35793|issue:68026", + "issue:63706|issue:64167", + "issue:44778|issue:64011", + "issue:24173|issue:25303", + "issue:64830|issue:68602", + "issue:64841|issue:65191", + "issue:31959|issue:66166", + "issue:64793|issue:67334", + "issue:65314|issue:68344", + "issue:53430|issue:53547", + "issue:58535|issue:67817", + "issue:65132|issue:66459", + "issue:33940|issue:68760", + "issue:64523|issue:68215" + ], + "prepared_review_unit_hash": "cf563c3f26c946f3c07cdc352f950602d51dbcd5babfd3999764b720e240fabb", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 35095, + "estimated_input_tokens": 8774, + "estimated_eval_tokens": 17804 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This set is a loose bundle of unrelated bug reports that only share broad subsystem vocabulary (UI, cron, Discord, Ollama, sessions, etc.). None of the soft-similarity pairs look like the same underlying bug/change, so they should stay separate.", + "confidence": 0.92, + "canonical_issue_reason": "issue:64793 is the clearest standalone representative: it has a concrete, user-visible failure mode (timeout not surfaced and UI hangs) with a focused scope and actionable repro.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:64793 is the strongest overall issue for triage quality and impact: specific symptom, obvious regression risk, and a clear failure path.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:33349", + "right": "issue:57055", + "accept": false, + "reason": "Different sandbox-policy bugs: webhook agent config propagation vs browser ssrfPolicy enforcement." + }, + { + "left": "issue:37307", + "right": "issue:53363", + "accept": false, + "reason": "Different model failures: cron/task model error handling vs Mistral 422 API failure." + }, + { + "left": "issue:34863", + "right": "issue:67248", + "accept": false, + "reason": "Both mention ACP, but one is interactive mode losing assistant content while the other is subagent streamTo failure; different code paths and symptoms." + }, + { + "left": "issue:35249", + "right": "issue:65130", + "accept": false, + "reason": "Unrelated update problems: browser enablement failure vs container package replacement on upgrade." + }, + { + "left": "issue:27988", + "right": "issue:32189", + "accept": false, + "reason": "Cache-retention config handling is unrelated to Discord model-name display." + }, + { + "left": "issue:33534", + "right": "issue:64971", + "accept": false, + "reason": "One is a display-name bug in Control UI; the other is reply routing to the wrong channel for externally-backed sessions." + }, + { + "left": "issue:50964", + "right": "issue:51569", + "accept": false, + "reason": "Cron-list shutdown behavior and OAuth proxy handling are unrelated." + }, + { + "left": "issue:65488", + "right": "issue:65600", + "accept": false, + "reason": "Both concern turn/state handling, but one is heartbeat-context behavior and the other is a compaction-skip flag stuck true after API response." + }, + { + "left": "issue:32933", + "right": "issue:36634", + "accept": false, + "reason": "Exec-result loss on gateway restart is unrelated to agents_list only returning main." + }, + { + "left": "issue:52175", + "right": "issue:65950", + "accept": false, + "reason": "Different session subsystems: agentTurn registration in sessions.json vs cron status reporting for incomplete work." + }, + { + "left": "issue:35793", + "right": "issue:68026", + "accept": false, + "reason": "Workdir file access is unrelated to parameter-validation infinite recursion." + }, + { + "left": "issue:63706", + "right": "issue:64167", + "accept": false, + "reason": "Discord voice-note handling and available_skills ordering are different bugs." + }, + { + "left": "issue:44778", + "right": "issue:64011", + "accept": false, + "reason": "Feishu image-path crash and Windows Discord gateway reconnect crash are unrelated failure paths." + }, + { + "left": "issue:24173", + "right": "issue:25303", + "accept": false, + "reason": "Compaction/session-context loss is unrelated to verbose output omitting skill-triggered exec calls." + }, + { + "left": "issue:64830", + "right": "issue:68602", + "accept": false, + "reason": "New-session default reasoning settings and webchat collapse/accordion UI are not the same bug." + }, + { + "left": "issue:64841", + "right": "issue:65191", + "accept": false, + "reason": "Config validation for disabled memory-lancedb is unrelated to plugin init before config load." + }, + { + "left": "issue:31959", + "right": "issue:66166", + "accept": false, + "reason": "Missing system.run.prepare command and unusable node exec are related only at a very broad macOS-node level, not the same concrete defect." + }, + { + "left": "issue:64793", + "right": "issue:67334", + "accept": false, + "reason": "One is UI timeout surfacing; the other is Ollama session timeout. Different layers and likely different fixes." + }, + { + "left": "issue:65314", + "right": "issue:68344", + "accept": false, + "reason": "Ollama agent-mode timeout is not the same as context-window/tool-support issues in local-model integration." + }, + { + "left": "issue:53430", + "right": "issue:53547", + "accept": false, + "reason": "Styling regressions and bootstrap-file loading are unrelated." + }, + { + "left": "issue:58535", + "right": "issue:67817", + "accept": false, + "reason": "Discord announce field stripping and missing service env vars are different problems." + }, + { + "left": "issue:65132", + "right": "issue:66459", + "accept": false, + "reason": "Both are messaging-output bugs, but Discord commentary leakage and Telegram missing outbound send are distinct channels and failure modes." + }, + { + "left": "issue:33940", + "right": "issue:68760", + "accept": false, + "reason": "Manual cron execution changing timing is unrelated to delivery channel reverting after job execution." + }, + { + "left": "issue:64523", + "right": "issue:68215", + "accept": false, + "reason": "Webchat assistant re-injection and config field re-injection into mem0 are only superficially similar; they affect different data paths and outputs." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 128, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:31280", + "issue:31671", + "issue:32113", + "issue:33049", + "issue:33119", + "issue:33527", + "issue:33943", + "issue:34324", + "issue:34863", + "issue:36170", + "issue:36620", + "issue:50017", + "issue:50964", + "issue:51099", + "issue:51158", + "issue:51174", + "issue:51593", + "issue:52836", + "issue:53354", + "issue:53771", + "issue:53871", + "issue:53955", + "issue:61412", + "issue:62880", + "issue:62923", + "issue:63759", + "issue:64319", + "issue:64541", + "issue:65086", + "issue:65430", + "issue:65553", + "issue:65565", + "issue:65685", + "issue:66390", + "issue:66839", + "issue:67151", + "issue:67295", + "issue:67357", + "issue:67687", + "issue:67803", + "issue:67806", + "issue:67949", + "issue:68018", + "issue:68049", + "issue:68056", + "issue:68241", + "issue:68643", + "issue:68706" + ], + "soft_pairs": [ + "issue:68056|issue:68241", + "issue:67151|issue:67687", + "issue:31280|issue:66390", + "issue:31671|issue:34324", + "issue:65685|issue:67803", + "issue:50964|issue:51099", + "issue:53955|issue:65553", + "issue:33527|issue:34863", + "issue:53871|issue:61412", + "issue:52836|issue:65565", + "issue:67295|issue:68643", + "issue:36620|issue:66839", + "issue:51158|issue:65430", + "issue:33943|issue:53354", + "issue:50017|issue:51593", + "issue:33049|issue:68018", + "issue:33119|issue:67806", + "issue:36170|issue:67949", + "issue:62880|issue:62923", + "issue:63759|issue:64541", + "issue:32113|issue:64319", + "issue:51174|issue:67357", + "issue:53771|issue:68049", + "issue:65086|issue:68706" + ], + "prepared_review_unit_hash": "8d388662b03aeeae80f5039a96293c4e0b8fce829fd85dfef681b486301ff50a", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 35385, + "estimated_input_tokens": 8847, + "estimated_eval_tokens": 17950 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "All soft pairs are false-positive similarities: the cluster mixes unrelated bugs across macOS startup, chat/session routing, package publishing, provider config, UI rendering, Feishu/WhatsApp/Discord behavior, and model fallback logic.", + "confidence": 0.96, + "canonical_issue_reason": "No single canonical issue fits this cluster; the items describe different underlying bugs and code paths rather than duplicates of one report.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:34324 is the clearest narrowly scoped bug report in the set, but it is not a good canonical for the others because the rest are unrelated.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:68056", + "right": "issue:68241", + "accept": false, + "reason": "Different bugs: WhatsApp duplicate media replies vs Claude model rejection/unknown-model handling." + }, + { + "left": "issue:67151", + "right": "issue:67687", + "accept": false, + "reason": "Both are messaging bugs, but on different platforms and code paths: Discord URL stripping vs Feishu group routing/requireMention." + }, + { + "left": "issue:31280", + "right": "issue:66390", + "accept": false, + "reason": "Both mention macOS gateway startup, but one is LaunchAgent kickstart lookup and the other is file-lock conflicts during update." + }, + { + "left": "issue:31671", + "right": "issue:34324", + "accept": false, + "reason": "Both involve session/channel delivery, but one corrupts the target session channel and the other duplicates webchat replies to Telegram." + }, + { + "left": "issue:65685", + "right": "issue:67803", + "accept": false, + "reason": "Run-lifecycle timing differs: queued followup typing indicator clearing vs agent run staying active after response." + }, + { + "left": "issue:50964", + "right": "issue:51099", + "accept": false, + "reason": "Completely different areas: cron list behavior vs missing python3 in the sandbox image." + }, + { + "left": "issue:53955", + "right": "issue:65553", + "accept": false, + "reason": "Both touch memory features, but one is indexing failure and the other is a CLI hang on arm64/QMD." + }, + { + "left": "issue:33527", + "right": "issue:34863", + "accept": false, + "reason": "Different behaviors: tool schema reporting mismatch vs ACP interactive mode returning only end_turn." + }, + { + "left": "issue:53871", + "right": "issue:61412", + "accept": false, + "reason": "Different providers and symptoms: Telegram extension/config regression vs MiniMax TTS registration/configuration." + }, + { + "left": "issue:52836", + "right": "issue:65565", + "accept": false, + "reason": "Unrelated bugs: agent not responding vs dashboard default-agent config validation." + }, + { + "left": "issue:67295", + "right": "issue:68643", + "accept": false, + "reason": "Both mention base URLs, but one is CLI-written per-agent config and the other is runtime OpenRouter provider behavior." + }, + { + "left": "issue:36620", + "right": "issue:66839", + "accept": false, + "reason": "Different subsystems: Vitest node test config vs macOS node capability advertisement." + }, + { + "left": "issue:51158", + "right": "issue:65430", + "accept": false, + "reason": "Both are inbound-message ingestion issues, but Matrix message drops and BlueBubbles empty attachments are distinct failures." + }, + { + "left": "issue:33943", + "right": "issue:53354", + "accept": false, + "reason": "Different handling paths: Feishu regular message delivery vs slash-command interception over WebSocket." + }, + { + "left": "issue:50017", + "right": "issue:51593", + "accept": false, + "reason": "Different model-fallback vs tool-call-ID duplication bugs; not the same code path." + }, + { + "left": "issue:33049", + "right": "issue:68018", + "accept": false, + "reason": "Both mention deliveryContext/session routing, but one is announce routing back to requester and the other is subagent group-session inheritance to DM." + }, + { + "left": "issue:33119", + "right": "issue:67806", + "accept": false, + "reason": "Both are UI/rendering issues, but image attachment display and message rendering latency are separate bugs." + }, + { + "left": "issue:36170", + "right": "issue:67949", + "accept": false, + "reason": "Different failures: missing transcript file handling vs Ollama model inference/UI mismatch." + }, + { + "left": "issue:62880", + "right": "issue:62923", + "accept": false, + "reason": "Not the same bug: missing published file in Telegram extension vs setup-entry.js specifier regression affecting multiple extensions." + }, + { + "left": "issue:63759", + "right": "issue:64541", + "accept": false, + "reason": "Different timing problems: late typing indicator vs slow first heavy model turn/timeouts." + }, + { + "left": "issue:32113", + "right": "issue:64319", + "accept": false, + "reason": "Unrelated issues: missing CLI package file vs GitHub authorization state in models auth config." + }, + { + "left": "issue:51174", + "right": "issue:67357", + "accept": false, + "reason": "Different WhatsApp probe/display issue vs Discord file-sending bugs." + }, + { + "left": "issue:53771", + "right": "issue:68049", + "accept": false, + "reason": "Both are Feishu card errors, but the failing APIs/fields differ: buildMarkdownCard format vs streaming card update_multi." + }, + { + "left": "issue:65086", + "right": "issue:68706", + "accept": false, + "reason": "Related theme of model fallback, but distinct symptoms and flows: child subagent starts on fallback model vs fallback state persisting into later runs." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 129, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:25303", + "issue:28077", + "issue:30247", + "issue:31098", + "issue:31442", + "issue:32889", + "issue:33119", + "issue:33259", + "issue:33349", + "issue:35871", + "issue:42446", + "issue:50253", + "issue:50982", + "issue:51111", + "issue:51505", + "issue:51639", + "issue:53376", + "issue:53584", + "issue:53623", + "issue:53687", + "issue:55059", + "issue:55345", + "issue:57256", + "issue:58479", + "issue:59162", + "issue:62898", + "issue:62903", + "issue:62958", + "issue:63910", + "issue:64337", + "issue:64534", + "issue:64553", + "issue:64602", + "issue:65236", + "issue:65247", + "issue:65582", + "issue:65808", + "issue:66082", + "issue:66263", + "issue:66564", + "issue:66872", + "issue:67136", + "issue:67408", + "issue:67930", + "issue:68662", + "issue:68665", + "issue:68784" + ], + "soft_pairs": [ + "issue:51111|issue:64553", + "issue:53376|issue:64602", + "issue:64534|issue:65236", + "issue:58479|issue:59162", + "issue:32889|issue:53584", + "issue:62898|issue:62903", + "issue:65247|issue:66564", + "issue:33119|issue:53687", + "issue:33259|issue:35871", + "issue:33349|issue:55345", + "issue:51505|issue:67408", + "issue:55059|issue:67930", + "issue:63910|issue:65582", + "issue:51639|issue:64337", + "issue:66263|issue:68784", + "issue:25303|issue:42446", + "issue:28077|issue:31442", + "issue:50982|issue:65808", + "issue:30247|issue:31098", + "issue:57256|issue:67136", + "issue:50253|issue:53623", + "issue:55059|issue:68665", + "issue:62958|issue:68662", + "issue:66082|issue:66872" + ], + "prepared_review_unit_hash": "c7995b93fc31a7914dcab298787a5ccb25dd4e40f065dd8eab51c07fd38d637c", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 24, + "serialized_chars": 34486, + "estimated_input_tokens": 8622, + "estimated_eval_tokens": 17500 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This cluster is mostly a loose set of unrelated bug reports with a few same-area near-matches, but I do not see a safe duplicate pair to merge. The strongest common theme is agent/tool output routing and approval-flow issues, yet the concrete symptoms differ too much for PR/issue deduping.", + "confidence": 0.71, + "canonical_issue_reason": "issue:42446 is the broadest, most concrete open bug in the set and centers on core agent/tool output handling, which makes it the best representative of the cluster\u2019s strongest theme.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:42446 is the most representative open issue: clear symptom, active status, and a general enough scope to anchor nearby tool-output reports without overfitting to one narrow surface.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:51111", + "right": "issue:64553", + "accept": false, + "reason": "Both are WhatsApp-related, but one is login/session drop and the other is QR expiry/freshness; different failure modes and likely different fixes." + }, + { + "left": "issue:53376", + "right": "issue:64602", + "accept": false, + "reason": "Feishu send-message 400/receive_id_type is unrelated to the memory-core idempotencyKey error." + }, + { + "left": "issue:64534", + "right": "issue:65236", + "accept": false, + "reason": "Both involve provider API selection, but they target different providers and different wrong endpoints/code paths." + }, + { + "left": "issue:58479", + "right": "issue:59162", + "accept": false, + "reason": "Both touch approvals, but one is exec not consuming approval and regenerating IDs while the other is unknown/expired approval ID after creation; too little evidence of a single code path." + }, + { + "left": "issue:32889", + "right": "issue:53584", + "accept": false, + "reason": "Documentation-generation EISDIR is unrelated to a macOS chat scroll-position bug." + }, + { + "left": "issue:62898", + "right": "issue:62903", + "accept": false, + "reason": "Both are release regressions, but one is broken channel plugin paths and the other is Telegram/bundled-plugin config rewriting; not the same underlying defect." + }, + { + "left": "issue:65247", + "right": "issue:66564", + "accept": false, + "reason": "Visible transcript-repair leakage is a different problem from UI lag." + }, + { + "left": "issue:33119", + "right": "issue:53687", + "accept": false, + "reason": "Both are media-related in webchat, but one is attachment rendering and the other is missing media-understanding provider registration." + }, + { + "left": "issue:33259", + "right": "issue:35871", + "accept": false, + "reason": "Both report stale version display after upgrade, but they affect different surfaces and lack evidence of one shared version-cache bug." + }, + { + "left": "issue:33349", + "right": "issue:55345", + "accept": false, + "reason": "Webhook sandbox configuration and Feishu multi-agent configuration are different configuration bugs." + }, + { + "left": "issue:51505", + "right": "issue:67408", + "accept": false, + "reason": "Thinking-stream forwarding over WebSocket is not the same as an OpenRouter stream/parser bug." + }, + { + "left": "issue:55059", + "right": "issue:67930", + "accept": false, + "reason": "Provider API-type support for openai-chat and llama.cpp support are different feature requests." + }, + { + "left": "issue:63910", + "right": "issue:65582", + "accept": false, + "reason": "Bash completion cleanup on install is unrelated to mkdir /home/node failing on macOS native." + }, + { + "left": "issue:51639", + "right": "issue:64337", + "accept": false, + "reason": "Both mention heartbeat, but one is native callback initialization and the other is delivery not sending agent output; not a clear single bug." + }, + { + "left": "issue:66263", + "right": "issue:68784", + "accept": false, + "reason": "Native Codex compaction context tracking is unrelated to app-server approval prompt surfacing." + }, + { + "left": "issue:25303", + "right": "issue:42446", + "accept": false, + "reason": "One is missing verbose output for skill-triggered exec calls, the other leaks tool/file-write output into chat; opposite symptoms and different handling paths." + }, + { + "left": "issue:28077", + "right": "issue:31442", + "accept": false, + "reason": "Generic installation error is not the same as a version stamp showing an older build." + }, + { + "left": "issue:50982", + "right": "issue:65808", + "accept": false, + "reason": "Telegram topic/thread-id support and Telegram reaction behavior are separate feature areas." + }, + { + "left": "issue:30247", + "right": "issue:31098", + "accept": false, + "reason": "Feishu WebSocket client.on failure and Telegram botToken misread are unrelated integration bugs." + }, + { + "left": "issue:57256", + "right": "issue:67136", + "accept": false, + "reason": "False unavailable-memory status and false successful file write are different subsystems and failure modes." + }, + { + "left": "issue:50253", + "right": "issue:53623", + "accept": false, + "reason": "IPv6 LAN binding and Weixin voice-message support are unrelated features." + }, + { + "left": "issue:55059", + "right": "issue:68665", + "accept": false, + "reason": "OpenAI-chat API type support and Signal quote replies are unrelated feature requests." + }, + { + "left": "issue:62958", + "right": "issue:68662", + "accept": false, + "reason": "Both involve Ollama hangs, but one is agent-only on macOS while the other is a gateway-first-request stall for a specific model; not enough to call them the same bug." + }, + { + "left": "issue:66082", + "right": "issue:66872", + "accept": false, + "reason": "Memory-wiki export counting and Codex-provider status reporting are different status/accounting bugs." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 130, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:30917", + "issue:32812", + "issue:33358", + "issue:35072", + "issue:35297", + "issue:35300", + "issue:45064", + "issue:52286", + "issue:53318", + "issue:53666", + "issue:53863", + "issue:53864", + "issue:54014", + "issue:56854", + "issue:63157", + "issue:63569", + "issue:63877", + "issue:63883", + "issue:64009", + "issue:64251", + "issue:64381", + "issue:64395", + "issue:64418", + "issue:64510", + "issue:64595", + "issue:64707", + "issue:64856", + "issue:65064", + "issue:65225", + "issue:65430", + "issue:65515", + "issue:65742", + "issue:65843", + "issue:65976", + "issue:66020", + "issue:66153", + "issue:66766", + "issue:66856", + "issue:67088", + "issue:67102", + "issue:67286", + "issue:67406", + "issue:67919", + "issue:67989", + "issue:68172", + "issue:68378", + "issue:68451", + "issue:68587" + ], + "soft_pairs": [ + "issue:67406|issue:68172", + "issue:64381|issue:65064", + "issue:64009|issue:64418", + "issue:67102|issue:67989", + "issue:30917|issue:54014", + "issue:63883|issue:64707", + "issue:32812|issue:35297", + "issue:63157|issue:67919", + "issue:35072|issue:56854", + "issue:63877|issue:66153", + "issue:35300|issue:68378", + "issue:53864|issue:68587", + "issue:33358|issue:66020", + "issue:53863|issue:63569", + "issue:64395|issue:68451", + "issue:45064|issue:53666", + "issue:64595|issue:64856", + "issue:52286|issue:53318", + "issue:65843|issue:67088", + "issue:64510|issue:65976", + "issue:65225|issue:67286", + "issue:65742|issue:66766", + "issue:64251|issue:65430", + "issue:65515|issue:66856" + ], + "prepared_review_unit_hash": "07c5677284d61e508ab5c6166b51bdc5f069cbb7de2255f74bd971442d2d8c15", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 34968, + "estimated_input_tokens": 8742, + "estimated_eval_tokens": 17740 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Most items are unrelated bugs across different subsystems. One soft duplicate stands out in Control UI tools-saving behavior; the rest are too semantically distant to merge safely.", + "confidence": 0.78, + "canonical_issue_reason": "Issue 35297 is the clearest representative of the Control UI tools-save persistence bug, and it subsumes the older/less specific report in 32812.", + "canonical_pr_reason": null, + "best_issue_reason": "35297 is the strongest overall issue to keep as the representative report: specific, actionable, and the only clear near-duplicate in the set.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:67406", + "right": "issue:68172", + "accept": false, + "reason": "Both are vision/model errors, but they involve different providers and failure modes; not the same concrete bug." + }, + { + "left": "issue:64381", + "right": "issue:65064", + "accept": false, + "reason": "Both mention plugin startup/loading, but one excludes memory-kind plugins while the other re-imports unrelated plugins; different code paths." + }, + { + "left": "issue:64009", + "right": "issue:64418", + "accept": false, + "reason": "Different subsystems and symptoms: Slack socket health restarts vs repeated image resizing in context." + }, + { + "left": "issue:67102", + "right": "issue:67989", + "accept": false, + "reason": "Both involve OpenRouter, but one is a tool-call issue and the other is model routing; not the same bug." + }, + { + "left": "issue:30917", + "right": "issue:54014", + "accept": false, + "reason": "Telegram model failure and OPENCLAW_HOME path handling are unrelated." + }, + { + "left": "issue:63883", + "right": "issue:64707", + "accept": false, + "reason": "Different issues in different areas: group policy allowlist vs Feishu account auto-creation on restart." + }, + { + "left": "issue:32812", + "right": "issue:35297", + "accept": true, + "reason": "Same Control UI tools-save problem: toggles cannot be saved/persist, with only environment-specific wording differences." + }, + { + "left": "issue:63157", + "right": "issue:67919", + "accept": false, + "reason": "Both are memory-wiki bridge issues, but one is restore/capability loss and the other is CLI plugin loading; not clearly the same bug." + }, + { + "left": "issue:35072", + "right": "issue:56854", + "accept": false, + "reason": "Both mention health monitors, but one is repeated restarts during idle and the other is a crash on stale-socket restart; too different." + }, + { + "left": "issue:63877", + "right": "issue:66153", + "accept": false, + "reason": "Firecrawl HTTP handling and WhatsApp self-mode/Meta AI chat are unrelated." + }, + { + "left": "issue:35300", + "right": "issue:68378", + "accept": false, + "reason": "Both are message-routing bugs, but they affect different channels and directions; not the same underlying issue." + }, + { + "left": "issue:53864", + "right": "issue:68587", + "accept": false, + "reason": "MCP server startup availability and tools/list notification framing are different MCP failures." + }, + { + "left": "issue:33358", + "right": "issue:66020", + "accept": false, + "reason": "Both involve media paths, but Telegram local-path access and QQ bot mirroring are different behaviors and fixes." + }, + { + "left": "issue:53863", + "right": "issue:63569", + "accept": false, + "reason": "One is missing control-ui assets in the npm package; the other is missing qa/scenarios files for cache generation." + }, + { + "left": "issue:64395", + "right": "issue:68451", + "accept": false, + "reason": "Weixin message throttling and a sidecar killing the gateway are unrelated." + }, + { + "left": "issue:45064", + "right": "issue:53666", + "accept": false, + "reason": "Memory leak/OOM on commands and memory index showing 0 chunks are different regressions." + }, + { + "left": "issue:64595", + "right": "issue:64856", + "accept": false, + "reason": "Both are about repeated cron/dreaming behavior, but the mechanisms differ: token not consumed vs heartbeat/main-session drain mismatch." + }, + { + "left": "issue:52286", + "right": "issue:53318", + "accept": false, + "reason": "Telegram file delivery into DM vs Feishu schema/card incompatibility are separate message-tool bugs." + }, + { + "left": "issue:65843", + "right": "issue:67088", + "accept": false, + "reason": "ACP server pairing failure and macOS GUI detection with SSH env vars are unrelated." + }, + { + "left": "issue:64510", + "right": "issue:65976", + "accept": false, + "reason": "Both touch memory-wiki bridge mode, but one is zero artifacts from a restore bug and the other is zero public artifacts/page removal; not the same code path." + }, + { + "left": "issue:65225", + "right": "issue:67286", + "accept": false, + "reason": "Both concern isolated cron sessions, but one is stuck running and the other silently fails when exec is blocked; not clearly one bug." + }, + { + "left": "issue:65742", + "right": "issue:66766", + "accept": false, + "reason": "PDF custom-provider model lookup and Anthropic context-limit display are different model metadata issues." + }, + { + "left": "issue:64251", + "right": "issue:65430", + "accept": false, + "reason": "CLI-backed follow-up model failure and BlueBubbles inbound image webhook ingestion are unrelated." + }, + { + "left": "issue:65515", + "right": "issue:66856", + "accept": false, + "reason": "Both are status/warning issues, but one is a false provenance warning and the other is a spurious empty-allow-list warning; different checks." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The evaluation is grounded in the packet and the conservative stance on the non-matching pairs is appropriate. The only accepted soft pair, 32812/35297, is well-supported by the titles as the same Control UI tools save/persistence bug. The summary does not overstate the evidence." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 131, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:24662", + "issue:27804", + "issue:32533", + "issue:32665", + "issue:32807", + "issue:33527", + "issue:34353", + "issue:34652", + "issue:36229", + "issue:40343", + "issue:43177", + "issue:51244", + "issue:52405", + "issue:53523", + "issue:53831", + "issue:53871", + "issue:57033", + "issue:57099", + "issue:61455", + "issue:62579", + "issue:62958", + "issue:63124", + "issue:63566", + "issue:63771", + "issue:64036", + "issue:64117", + "issue:64250", + "issue:64274", + "issue:64476", + "issue:64698", + "issue:64814", + "issue:64840", + "issue:64955", + "issue:65448", + "issue:65465", + "issue:65603", + "issue:65721", + "issue:65728", + "issue:65861", + "issue:65908", + "issue:66153", + "issue:66972", + "issue:66973", + "issue:67216", + "issue:67357", + "issue:67624", + "issue:67786", + "issue:68021" + ], + "soft_pairs": [ + "issue:53523|issue:53831", + "issue:66972|issue:66973", + "issue:43177|issue:51244", + "issue:63771|issue:64117", + "issue:57033|issue:65448", + "issue:52405|issue:64955", + "issue:53871|issue:57099", + "issue:24662|issue:68021", + "issue:27804|issue:36229", + "issue:34652|issue:64814", + "issue:61455|issue:64476", + "issue:62958|issue:65465", + "issue:64250|issue:65728", + "issue:63124|issue:63566", + "issue:64036|issue:67357", + "issue:65603|issue:67624", + "issue:65721|issue:66153", + "issue:64274|issue:65861", + "issue:67216|issue:67786", + "issue:32807|issue:33527", + "issue:34353|issue:64698", + "issue:62579|issue:65908", + "issue:32533|issue:64840", + "issue:32665|issue:40343" + ], + "prepared_review_unit_hash": "99dfb1d3427634a1bdc87c878f4078c41e78caa10e813ad8551011e124748f85", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 35047, + "estimated_input_tokens": 8762, + "estimated_eval_tokens": 17780 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Mostly heterogeneous issue set, not a single duplicate cluster. I accepted only the clearest same-bug pairs: voice-call EADDRINUSE, CLI SIGKILL regression, and QMD memory collection naming. All other soft edges look like related areas at best, not the same underlying bug.", + "confidence": 0.9, + "canonical_issue_reason": "No single canonical issue stands out because the items span unrelated bugs across webchat, Telegram, Discord, memory, provider fallback, cron, and exec/runtime paths; only a few tight duplicate pairs exist.", + "canonical_pr_reason": null, + "best_issue_reason": "No global best issue is a strong representative for the whole set for the same reason: the cluster is heterogeneous rather than one underlying defect.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:53523", + "right": "issue:53831", + "accept": false, + "reason": "Different products/surfaces: Matrix gateway core dump vs Discord module startup failure." + }, + { + "left": "issue:66972", + "right": "issue:66973", + "accept": false, + "reason": "Both involve sessions, but one is `/new` blocked by a stale ACP session and the other is `sessions_spawn` defaulting to persistent bindings." + }, + { + "left": "issue:43177", + "right": "issue:51244", + "accept": false, + "reason": "Telegram delivery flag bug vs webchat announce/channel lookup failure." + }, + { + "left": "issue:63771", + "right": "issue:64117", + "accept": true, + "reason": "Same voice-call EADDRINUSE double-bind symptom; 63771 gives the specific outbound-path root cause, while 64117 is the generic CLI/tool manifestation." + }, + { + "left": "issue:57033", + "right": "issue:65448", + "accept": false, + "reason": "Both are Gemini-related, but one is an invalid `store` field causing 400s and the other is intermittent empty output from direct Vertex." + }, + { + "left": "issue:52405", + "right": "issue:64955", + "accept": false, + "reason": "Unrelated exec cwd approval error vs xAI SecretRef resolution failure." + }, + { + "left": "issue:53871", + "right": "issue:57099", + "accept": false, + "reason": "Telegram upgrade configuration regression vs Ollama provider registration failure." + }, + { + "left": "issue:24662", + "right": "issue:68021", + "accept": false, + "reason": "Both are webchat image issues, but one is paste-to-agent and the other is upload POST/metadata failure; not proven to be the same path." + }, + { + "left": "issue:27804", + "right": "issue:36229", + "accept": false, + "reason": "Both mention compaction, but one breaks tool_use/tool_result pairing and the other corrupts thinking block signatures." + }, + { + "left": "issue:34652", + "right": "issue:64814", + "accept": false, + "reason": "Cron scheduling null wake time vs pluginConfig null in extension register()." + }, + { + "left": "issue:61455", + "right": "issue:64476", + "accept": false, + "reason": "Generic tool timeout issue vs Windows local gateway RPC/timeouts." + }, + { + "left": "issue:62958", + "right": "issue:65465", + "accept": false, + "reason": "Both touch local Ollama, but one is macOS agent hanging and the other is compaction reserve precheck ignoring config." + }, + { + "left": "issue:64250", + "right": "issue:65728", + "accept": false, + "reason": "Conversation context limit reset vs gateway startup unauthorized." + }, + { + "left": "issue:63124", + "right": "issue:63566", + "accept": true, + "reason": "Same SIGKILL-on-CLI-subcommand regression; 63566 is the Windows 11/global manifestation of 63124's exec-tool symptom." + }, + { + "left": "issue:64036", + "right": "issue:67357", + "accept": false, + "reason": "Chunk trailing-whitespace formatting bug vs Discord file sending bugs." + }, + { + "left": "issue:65603", + "right": "issue:67624", + "accept": false, + "reason": "Azure Foundry schema rejection vs gpt-5.4 HTML payload/hanging." + }, + { + "left": "issue:65721", + "right": "issue:66153", + "accept": false, + "reason": "Configuration self-destruction vs WhatsApp self mode/Meta AI interference." + }, + { + "left": "issue:64274", + "right": "issue:65861", + "accept": false, + "reason": "MiniMax auth resolution bug vs labeler path typo." + }, + { + "left": "issue:67216", + "right": "issue:67786", + "accept": false, + "reason": "Google Generative AI SSRF gating vs Google Chat webhook 401." + }, + { + "left": "issue:32807", + "right": "issue:33527", + "accept": false, + "reason": "Both mention missing tools, but one is browser relay session capability and the other is systemPromptReport/tool schema reporting." + }, + { + "left": "issue:34353", + "right": "issue:64698", + "accept": false, + "reason": "Discord requireMention vs Telegram requireMention; different channel implementations." + }, + { + "left": "issue:62579", + "right": "issue:65908", + "accept": true, + "reason": "Same stale/mismatched QMD collection naming problem; both describe creating/querying different memory collection names and falling back incorrectly." + }, + { + "left": "issue:32533", + "right": "issue:64840", + "accept": false, + "reason": "Both are fallback failures, but one is provider escalation on overload and the other is model_not_supported handling." + }, + { + "left": "issue:32665", + "right": "issue:40343", + "accept": false, + "reason": "Telegram-related but different bugs: cleanup delay on streamed messages vs auto-compaction deleting delivered messages." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet and stays conservative overall. The three accepted soft edges are plausibly the same-bug pairs and look mergeable into single fixes: the voice-call EADDRINUSE reports, the SIGKILL-on-CLI regression, and the QMD memory collection name mismatch. The other pair rejections are cautious and consistent with the issue titles and descriptions. No major overstatement detected." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 132, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:19598", + "issue:30308", + "issue:32189", + "issue:32892", + "issue:33263", + "issue:33880", + "issue:34324", + "issue:34378", + "issue:34537", + "issue:35227", + "issue:35656", + "issue:36057", + "issue:36830", + "issue:43305", + "issue:49071", + "issue:50017", + "issue:51357", + "issue:51505", + "issue:51716", + "issue:52511", + "issue:53430", + "issue:53959", + "issue:57066", + "issue:57574", + "issue:59162", + "issue:62296", + "issue:63175", + "issue:63428", + "issue:63486", + "issue:63706", + "issue:63743", + "issue:64274", + "issue:64464", + "issue:64798", + "issue:64866", + "issue:65112", + "issue:65553", + "issue:65613", + "issue:65742", + "issue:65747", + "issue:66161", + "issue:67092", + "issue:67114", + "issue:67136", + "issue:67355", + "issue:68185", + "issue:68508", + "issue:68634" + ], + "soft_pairs": [ + "issue:51505|issue:65747", + "issue:33263|issue:68508", + "issue:32189|issue:64274", + "issue:34537|issue:67092", + "issue:65553|issue:67114", + "issue:57066|issue:68185", + "issue:30308|issue:35656", + "issue:53430|issue:53959", + "issue:62296|issue:63428", + "issue:36830|issue:63706", + "issue:65112|issue:66161", + "issue:51357|issue:63175", + "issue:65613|issue:67355", + "issue:59162|issue:68634", + "issue:33880|issue:51716", + "issue:36057|issue:65742", + "issue:19598|issue:63743", + "issue:32892|issue:64798", + "issue:34324|issue:34378", + "issue:35227|issue:63486", + "issue:43305|issue:50017", + "issue:49071|issue:67136", + "issue:52511|issue:64464", + "issue:57574|issue:64866" + ], + "prepared_review_unit_hash": "d871e73f7e3d2c6a5ad8ce07bf2849dade52f9d933a1690a5444ab3ad82c0323", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 35127, + "estimated_input_tokens": 8782, + "estimated_eval_tokens": 17820 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This cluster is mostly a set of unrelated issues; the soft similarity links are largely false positives. The only clear duplicate-style matches are two Telegram message-leak/routing bugs and two WebChat routing bugs. No single canonical issue cleanly represents the whole cluster.", + "confidence": 0.97, + "canonical_issue_reason": "No safe canonical issue: the cluster is heterogeneous, spanning unrelated bugs/features across chat integrations, CLI, auth, browser control, and model routing.", + "canonical_pr_reason": null, + "best_issue_reason": "No global best issue for deduping this cluster; even the closest candidates only cover narrow subgroups (Telegram leakage or WebChat routing).", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:51505", + "right": "issue:65747", + "accept": false, + "reason": "Different bugs: WebSocket thinking-stream forwarding vs DingTalk/official plugin stream-mode connection failure." + }, + { + "left": "issue:33263", + "right": "issue:68508", + "accept": false, + "reason": "Both mention transcript leakage, but one is duplicate assistant replies via delivery-mirror and the other is system-event leakage after async exec; not the same concrete bug." + }, + { + "left": "issue:32189", + "right": "issue:64274", + "accept": false, + "reason": "Discord wrong model label is unrelated to MiniMax auth-profile resolution." + }, + { + "left": "issue:34537", + "right": "issue:67092", + "accept": false, + "reason": "Both involve reasoning tags, but one is missing visible output when is absent and the other is leaked text from malformed content; different failure modes." + }, + { + "left": "issue:65553", + "right": "issue:67114", + "accept": false, + "reason": "Different commands/platforms: memory CLI hang on arm64/QMD vs status/health hang on Windows after restart." + }, + { + "left": "issue:57066", + "right": "issue:68185", + "accept": false, + "reason": "OpenRouter alias resolution and incomplete turn payloads are separate code paths and symptoms." + }, + { + "left": "issue:30308", + "right": "issue:35656", + "accept": false, + "reason": "Feishu message-format break is unrelated to Feishu log refresh frequency." + }, + { + "left": "issue:53430", + "right": "issue:53959", + "accept": false, + "reason": "Styling regressions and model tool-execution failures are unrelated." + }, + { + "left": "issue:62296", + "right": "issue:63428", + "accept": false, + "reason": "Both are about memory-core dreaming cron, but one is a missing hook trigger and the other is a startup registration race; not enough to treat as the same bug." + }, + { + "left": "issue:36830", + "right": "issue:63706", + "accept": false, + "reason": "TUI keyboard handling and Discord voice-note handling are unrelated." + }, + { + "left": "issue:65112", + "right": "issue:66161", + "accept": true, + "reason": "Both describe Telegram leaking internal commentary/scratch text into user-visible chat; same underlying filtering/routing bug." + }, + { + "left": "issue:51357", + "right": "issue:63175", + "accept": false, + "reason": "Both are timeouts, but probe false-negative timeout and Ollama 60s timeout are different operations and root causes." + }, + { + "left": "issue:65613", + "right": "issue:67355", + "accept": false, + "reason": "Discord stale-socket restarts are unrelated to a generic \"check health pending\" report." + }, + { + "left": "issue:59162", + "right": "issue:68634", + "accept": false, + "reason": "Both mention approvals, but one is expired/unknown approval IDs after creation and the other is repeated scope-upgrade/pairing-required pending approvals; not the same concrete bug." + }, + { + "left": "issue:33880", + "right": "issue:51716", + "accept": false, + "reason": "WhatsApp session spawning and Signal SSE fetch failures are unrelated channel-specific bugs." + }, + { + "left": "issue:36057", + "right": "issue:65742", + "accept": false, + "reason": "Tool-choice loss on streamSimple and pdf-tool unknown-model resolution are different provider bugs." + }, + { + "left": "issue:19598", + "right": "issue:63743", + "accept": false, + "reason": "Slack thread support feature request is unrelated to IPv6 listener support." + }, + { + "left": "issue:32892", + "right": "issue:64798", + "accept": false, + "reason": "OpenAI Codex provider-plugin login failure is unrelated to the \"No plugin updates needed\" issue." + }, + { + "left": "issue:34324", + "right": "issue:34378", + "accept": true, + "reason": "Both are WebChat reply-routing bugs where assistant replies are delivered/broadcast to the wrong destinations instead of only the source chat." + }, + { + "left": "issue:35227", + "right": "issue:63486", + "accept": false, + "reason": "Large-model unresponsive/saved-messages issue is unrelated to Matrix interaction unresponsiveness." + }, + { + "left": "issue:43305", + "right": "issue:50017", + "accept": false, + "reason": "Invalid input ID after tool calls/session startup is unrelated to automatic model fallback surfacing HTTP 400." + }, + { + "left": "issue:49071", + "right": "issue:67136", + "accept": false, + "reason": "Duplicate workspaces in Feishu switching is unrelated to the write tool falsely reporting success." + }, + { + "left": "issue:52511", + "right": "issue:64464", + "accept": false, + "reason": "Control UI permission loss is unrelated to Chrome launch failing without DISPLAY." + }, + { + "left": "issue:57574", + "right": "issue:64866", + "accept": false, + "reason": "Adding MiniMax image-generation support is unrelated to OAuth VLM image-understanding not working." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet and stays conservative. The two accepted soft matches are supported by the issue titles/descriptions as closely related leak/routing bugs in Telegram and WebChat, and the rejected pairs do not appear to be the same concrete bug from the available evidence. The heterogeneous-cluster conclusion is reasonable." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 133, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:25592", + "issue:28423", + "issue:29678", + "issue:31246", + "issue:32808", + "issue:32871", + "issue:32933", + "issue:33534", + "issue:34776", + "issue:37198", + "issue:37548", + "issue:45096", + "issue:48479", + "issue:50129", + "issue:51505", + "issue:52328", + "issue:53431", + "issue:53705", + "issue:53858", + "issue:53878", + "issue:53949", + "issue:53956", + "issue:54069", + "issue:54253", + "issue:57033", + "issue:59228", + "issue:62783", + "issue:62967", + "issue:63449", + "issue:64070", + "issue:64409", + "issue:65191", + "issue:65565", + "issue:65581", + "issue:65844", + "issue:66046", + "issue:66088", + "issue:66254", + "issue:66391", + "issue:66507", + "issue:66619", + "issue:67132", + "issue:67366", + "issue:67435", + "issue:68471", + "issue:68674", + "issue:68760" + ], + "soft_pairs": [ + "issue:64070|issue:66088", + "issue:65844|issue:68674", + "issue:66619|issue:67366", + "issue:65581|issue:68471", + "issue:63449|issue:64409", + "issue:51505|issue:53431", + "issue:65191|issue:66254", + "issue:32933|issue:34776", + "issue:53858|issue:54069", + "issue:37548|issue:66507", + "issue:50129|issue:53949", + "issue:62783|issue:66046", + "issue:31246|issue:59228", + "issue:32808|issue:54253", + "issue:32871|issue:62967", + "issue:28423|issue:53878", + "issue:33534|issue:53705", + "issue:48479|issue:57033", + "issue:52328|issue:65565", + "issue:29678|issue:53956", + "issue:66391|issue:67435", + "issue:25592|issue:67132", + "issue:37198|issue:68760", + "issue:45096|issue:54253" + ], + "prepared_review_unit_hash": "79281d3691933533ce1cb52fc65c7eb19008e72cc736091cb2547944a97bdd01", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 24, + "serialized_chars": 34715, + "estimated_input_tokens": 8679, + "estimated_eval_tokens": 17614 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This cluster is mostly heterogeneous: the soft edges are largely superficial overlaps in subsystem or wording, not the same underlying bug. The only clearly duplicate-like theme in the broader set is the tool-call narration/text leaking into messaging channels, centered on issue 25592, but that exact pair is not among the provided soft edges.", + "confidence": 0.88, + "canonical_issue_reason": "Issue 25592 is the broadest, most central statement of the shared symptom (assistant/tool-call text leaking into messaging channels) and best represents the closest duplicate theme in the cluster.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 25592 is the best representative issue because it describes the most general user-facing failure and aligns with the nearest related report in the set (channel-specific leakage).", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:64070", + "right": "issue:66088", + "accept": false, + "reason": "Both touch Discord/doctor validation, but one is a missing bundled runtime dep on ARM64 and the other is a false missing-token check in multi-account config; different bugs." + }, + { + "left": "issue:65844", + "right": "issue:68674", + "accept": false, + "reason": "Both mention session/profile behavior, but one is auth-profile collapse and the other is dreaming session creation for the main agent only; not the same code-path failure." + }, + { + "left": "issue:66619", + "right": "issue:67366", + "accept": false, + "reason": "Both are Telegram onboarding crashes, but the symptoms and triggers differ (setup trim error vs replacing token during onboard); too likely separate defects." + }, + { + "left": "issue:65581", + "right": "issue:68471", + "accept": false, + "reason": "Duplicate Discord messages versus periodic session reset on heartbeat are unrelated behaviors; same product area only." + }, + { + "left": "issue:63449", + "right": "issue:64409", + "accept": false, + "reason": "Both involve memory-core dreaming, but one is a lost cron job after gateway restart and the other is config resolution returning enabled=false; different underlying problems." + }, + { + "left": "issue:51505", + "right": "issue:53431", + "accept": false, + "reason": "Both concern event delivery in messaging/websocket flows, but one is missing thinking streams and the other is Feishu receiving failures; not the same bug." + }, + { + "left": "issue:65191", + "right": "issue:66254", + "accept": false, + "reason": "Both are initialization/config complaints, but one is plugin startup before config load and the other is a WeCom channel setup/status mismatch; no concrete shared failure." + }, + { + "left": "issue:32933", + "right": "issue:34776", + "accept": false, + "reason": "One is gateway restart losing exec result, the other is unauthorized Discord slash commands timing out silently; same timeout wording but different paths." + }, + { + "left": "issue:53858", + "right": "issue:54069", + "accept": false, + "reason": "Both describe provider/channel stoppage, but one is a Nostr restart loop and the other is Matrix dispatch stopping after hot-reload; different subsystems and triggers." + }, + { + "left": "issue:37548", + "right": "issue:66507", + "accept": false, + "reason": "Both mention channel/plugin/session duplication, but one is a duplicate plugin-id warning and the other is shared sessions across WeChat/Feishu; not the same bug." + }, + { + "left": "issue:50129", + "right": "issue:53949", + "accept": false, + "reason": "Both are Telegram/Slack attachment handling issues, but one is DM file drops in Slack and the other is Telegram image download failure; different connectors and symptoms." + }, + { + "left": "issue:62783", + "right": "issue:66046", + "accept": false, + "reason": "Both are auth failures, but one is isolated cron OpenRouter 401 and the other is google-vertex 401 regression; distinct providers and causes." + }, + { + "left": "issue:31246", + "right": "issue:59228", + "accept": false, + "reason": "Both affect Discord slash-command handling, but one blocks interaction resolution and the other strips arguments during routing; related area, not same concrete bug." + }, + { + "left": "issue:32808", + "right": "issue:54253", + "accept": false, + "reason": "Both are startup/LLM request failures, but one is WSL2 Feishu channel add failure and the other is RISC-V64 LLM request failure; unrelated root causes." + }, + { + "left": "issue:32871", + "right": "issue:62967", + "accept": false, + "reason": "Both are model/provider API-format errors, but one is input_text vs output_text on routellm/gpt-5 and the other is reasoning_effort unsupported on gpt-5-mini; different incompatibilities." + }, + { + "left": "issue:28423", + "right": "issue:53878", + "accept": false, + "reason": "Both are macOS LaunchAgent issues, but one is a stale entrypoint after update and the other is stop/start recovery failure after gateway stop; close area, different bug." + }, + { + "left": "issue:33534", + "right": "issue:53705", + "accept": false, + "reason": "Control UI display-name mismatch is unrelated to force-deleting shared workspace files; only superficial admin/UX overlap." + }, + { + "left": "issue:48479", + "right": "issue:57033", + "accept": false, + "reason": "Both concern Google provider request/auth behavior, but one is auth method selection for Gemini 3.x and the other is an illegal OpenAI-specific store field; different request-shaping bugs." + }, + { + "left": "issue:52328", + "right": "issue:65565", + "accept": false, + "reason": "One is missing extension enablement guidance for Telegram, the other is dashboard default-agent config validation; no shared underlying defect." + }, + { + "left": "issue:29678", + "right": "issue:53956", + "accept": false, + "reason": "Both mention thinking/reasoning visibility, but one is WhatsApp reasoning blocks not shown and the other is MiniMax tag parsing leaking thinking to users; opposite symptoms and likely different fixes." + }, + { + "left": "issue:66391", + "right": "issue:67435", + "accept": false, + "reason": "Both involve Ollama/local model handling, but one is a missing session ID during tool calls and the other is an incorrect ollama/ model prefix causing 404; separate concrete failures." + }, + { + "left": "issue:25592", + "right": "issue:67132", + "accept": false, + "reason": "This is the closest thematic pair in the set, but it is not one of the provided soft edges; included here only to note the broader duplicate theme exists elsewhere." + }, + { + "left": "issue:37198", + "right": "issue:68760", + "accept": false, + "reason": "Both reference cron/gateway delivery behavior, but one is an infinite restart loop after manual trigger and the other is delivery channel reverting to last after execution; different state-machine bugs." + }, + { + "left": "issue:45096", + "right": "issue:54253", + "accept": false, + "reason": "Both are about LLM tracing or requests, but one is missing OTEL LLM spans and the other is an outright LLM request failure on RISC-V64; not the same issue." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 134, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:31096", + "issue:31231", + "issue:31487", + "issue:31544", + "issue:32678", + "issue:32682", + "issue:33179", + "issue:33943", + "issue:46748", + "issue:48479", + "issue:50387", + "issue:51569", + "issue:51780", + "issue:52934", + "issue:53231", + "issue:53354", + "issue:53755", + "issue:53798", + "issue:53870", + "issue:53926", + "issue:55276", + "issue:60004", + "issue:62396", + "issue:63486", + "issue:63601", + "issue:63819", + "issue:64710", + "issue:64750", + "issue:65191", + "issue:65225", + "issue:65297", + "issue:65514", + "issue:65517", + "issue:65908", + "issue:65920", + "issue:66008", + "issue:66769", + "issue:66981", + "issue:67019", + "issue:67100", + "issue:67414", + "issue:67546", + "issue:67602", + "issue:67803", + "issue:68470", + "issue:68653", + "issue:68788", + "issue:7468" + ], + "soft_pairs": [ + "issue:53231|issue:65908", + "issue:65225|issue:67602", + "issue:67100|issue:67546", + "issue:64710|issue:66981", + "issue:66008|issue:68788", + "issue:33179|issue:67414", + "issue:62396|issue:65191", + "issue:31544|issue:48479", + "issue:64750|issue:65297", + "issue:31231|issue:60004", + "issue:50387|issue:7468", + "issue:31096|issue:33943", + "issue:32682|issue:52934", + "issue:65920|issue:68653", + "issue:31487|issue:46748", + "issue:51780|issue:63819", + "issue:53870|issue:63486", + "issue:53926|issue:66769", + "issue:55276|issue:67019", + "issue:51569|issue:53755", + "issue:65514|issue:68470", + "issue:65517|issue:67803", + "issue:32678|issue:63601", + "issue:53354|issue:53798" + ], + "prepared_review_unit_hash": "56e3f1a2c78c8c8a25d6ff91c25580a00399d446006eb38214f6abae36b243eb", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 34921, + "estimated_input_tokens": 8731, + "estimated_eval_tokens": 17718 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Mostly a noisy mixed cluster with several unrelated issues. A few soft pairs do look like true duplicates or near-duplicates within the same concrete bug, especially the Control UI image-history reprocessing, running-status stuck, timezone/log display, and model-catalog overwrite cases.", + "confidence": 0.63, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": "issue:67414 is the strongest single issue candidate: it is detailed, open, and most completely describes the Control UI image-history bug that overlaps closely with 33179.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:53231", + "right": "issue:65908", + "accept": false, + "reason": "Both are memory/search-related, but they describe different symptoms and likely different root causes: scope-denied search vs stale collection targeting." + }, + { + "left": "issue:65225", + "right": "issue:67602", + "accept": false, + "reason": "Unrelated cron failures: one is a stuck isolated session, the other is Slack channel delivery validation/unsupported channel." + }, + { + "left": "issue:67100", + "right": "issue:67546", + "accept": false, + "reason": "67546 is a vague onboard bug wrapper; it does not clearly match the undefined-trim channel-selection TypeError." + }, + { + "left": "issue:64710", + "right": "issue:66981", + "accept": false, + "reason": "Different subsystems and failure modes: Ollama agent timeout vs browser/gateway timeout." + }, + { + "left": "issue:66008", + "right": "issue:68788", + "accept": false, + "reason": "One is log formatting/spacing, the other is a Windows spawn allowlist ENOENT problem; not the same bug." + }, + { + "left": "issue:33179", + "right": "issue:67414", + "accept": true, + "reason": "Both report the same Control UI history-load image reprocessing problem; 67414 adds the blank-preview symptom but shares the same underlying history handling bug." + }, + { + "left": "issue:62396", + "right": "issue:65191", + "accept": false, + "reason": "Both mention config, but one is schema validation always failing while the other is plugin startup before config load; different code paths." + }, + { + "left": "issue:31544", + "right": "issue:48479", + "accept": false, + "reason": "Both touch auth/model selection, but one is a UX warning about missing API key while the other is a Google Vertex auth-mode bug." + }, + { + "left": "issue:64750", + "right": "issue:65297", + "accept": false, + "reason": "Same channel family, but different transports and symptoms: WhatsApp drops attachments, Telegram drops image media." + }, + { + "left": "issue:31231", + "right": "issue:60004", + "accept": false, + "reason": "Both are plugin load issues from missing dependencies, but for different plugins and packages; not the same concrete bug." + }, + { + "left": "issue:50387", + "right": "issue:7468", + "accept": false, + "reason": "Related feature area, but task-based routing and context-size routing are distinct requests with different logic." + }, + { + "left": "issue:31096", + "right": "issue:33943", + "accept": false, + "reason": "Different chat integrations and behaviors: Telegram 403 send failure vs Feishu regular-message no response." + }, + { + "left": "issue:32682", + "right": "issue:52934", + "accept": false, + "reason": "Gateway HTTP routing regression vs plugin-change security concern; no shared underlying bug." + }, + { + "left": "issue:65920", + "right": "issue:68653", + "accept": true, + "reason": "Both describe the same class of bug: existing model entries/catalog data being overwritten instead of merged/preserved." + }, + { + "left": "issue:31487", + "right": "issue:46748", + "accept": true, + "reason": "These point to the same log-timezone problem: logs showing UTC/local-time mismatch and the need for configurable log timezone handling." + }, + { + "left": "issue:51780", + "right": "issue:63819", + "accept": true, + "reason": "Both describe the session/status lifecycle getting stuck in a running state after completion; same underlying completion-state bug." + }, + { + "left": "issue:53870", + "right": "issue:63486", + "accept": false, + "reason": "Completely unrelated: package security-scan delay vs Matrix interaction unresponsive." + }, + { + "left": "issue:53926", + "right": "issue:66769", + "accept": false, + "reason": "Both are secrets-related, but one is environment-file handling and the other is secret leakage in gateway responses; different defects." + }, + { + "left": "issue:55276", + "right": "issue:67019", + "accept": false, + "reason": "Shared word 'garbled' but different phenomena: corrupted file paths vs garbled model output text." + }, + { + "left": "issue:51569", + "right": "issue:53755", + "accept": false, + "reason": "OAuth proxy handling and model-catalog exposure are separate OpenAI Codex issues with different fixes." + }, + { + "left": "issue:65514", + "right": "issue:68470", + "accept": false, + "reason": "Both involve MiniMax compaction accounting, but one skips compaction while the other triggers it too early; likely distinct bugs." + }, + { + "left": "issue:65517", + "right": "issue:67803", + "accept": false, + "reason": "Different agent-lifecycle problems: Telegram polling starvation vs Codex harness staying active after response." + }, + { + "left": "issue:32678", + "right": "issue:63601", + "accept": false, + "reason": "The first is a Feishu binding/config routing bug; the second is too vague and does not match the same behavior." + }, + { + "left": "issue:53354", + "right": "issue:53798", + "accept": false, + "reason": "Unrelated: WebSocket slash-command interception vs Feishu voice duration metadata." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet and stays conservative overall. The accepted soft pairs all have direct title-level overlap that plausibly indicates the same bug class (Control UI image history, running-status stuck, log timezone display, and model-catalog overwrite). The rejected pairs are also reasonably cautious and not overstated. No mergeability issues apply here since these are issue pairs, not PR pairs." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 135, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:25663", + "issue:26466", + "issue:30818", + "issue:31544", + "issue:33758", + "issue:34537", + "issue:35275", + "issue:44778", + "issue:51175", + "issue:51810", + "issue:52286", + "issue:52324", + "issue:53168", + "issue:53384", + "issue:53488", + "issue:53614", + "issue:53687", + "issue:53857", + "issue:53959", + "issue:54014", + "issue:54131", + "issue:54253", + "issue:62296", + "issue:62505", + "issue:62517", + "issue:62574", + "issue:62672", + "issue:63449", + "issue:63896", + "issue:64296", + "issue:64541", + "issue:64955", + "issue:64978", + "issue:65054", + "issue:65362", + "issue:65424", + "issue:65465", + "issue:65603", + "issue:65760", + "issue:66391", + "issue:66614", + "issue:67435", + "issue:67756", + "issue:68587", + "issue:68662", + "issue:68689", + "issue:68743" + ], + "soft_pairs": [ + "issue:54131|issue:63896", + "issue:62672|issue:65760", + "issue:33758|issue:34537", + "issue:67435|issue:67756", + "issue:53959|issue:68587", + "issue:62505|issue:65362", + "issue:51810|issue:64955", + "issue:52286|issue:62517", + "issue:44778|issue:53168", + "issue:53687|issue:62574", + "issue:54253|issue:65603", + "issue:53384|issue:66614", + "issue:62296|issue:63449", + "issue:26466|issue:68689", + "issue:51175|issue:52324", + "issue:65054|issue:65424", + "issue:31544|issue:54014", + "issue:53857|issue:53959", + "issue:35275|issue:64296", + "issue:53488|issue:53614", + "issue:64978|issue:68743", + "issue:65465|issue:66391", + "issue:64541|issue:68662", + "issue:25663|issue:30818" + ], + "prepared_review_unit_hash": "e2fa7ed818561b7f377213429c9b90a9ba2ccea58790252f628282c26eef9136", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 24, + "serialized_chars": 34532, + "estimated_input_tokens": 8633, + "estimated_eval_tokens": 17522 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This batch is a loose collection of superficially similar but mostly unrelated bug reports. None of the soft pairs look like the same underlying defect, so all soft edges are rejected.", + "confidence": 0.96, + "canonical_issue_reason": "issue:53959 is the best general anchor because it is a detailed, high-signal regression report with the most discussion, but the set does not form one true duplicate cluster.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:53959 has the richest reproduction and highest activity, so it is the strongest standalone issue to triage first, even though it is not a duplicate target for the others.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:54131", + "right": "issue:63896", + "accept": false, + "reason": "Both mention media delivery, but one is WhatsApp outbound media failure and the other is TTS audio being blocked by an allowlist; different code paths." + }, + { + "left": "issue:62672", + "right": "issue:65760", + "accept": false, + "reason": "Both involve fallback handling, but one propagates a 429 to secondary providers while the other drops the original prompt during retry; not the same bug." + }, + { + "left": "issue:33758", + "right": "issue:34537", + "accept": false, + "reason": "Both are TUI display problems, but one is MiniMax streaming not rendering and the other is missing output when is absent; different failure modes." + }, + { + "left": "issue:67435", + "right": "issue:67756", + "accept": false, + "reason": "One is an Ollama model ID prefix causing 404s; the other is cron routing ignoring the prefix and rerouting to OpenAI. Related theme, different defect." + }, + { + "left": "issue:53959", + "right": "issue:68587", + "accept": false, + "reason": "One is tool execution breaking after an update; the other is MCP tools/list being sent as a notification. Different layers and symptoms." + }, + { + "left": "issue:62505", + "right": "issue:65362", + "accept": false, + "reason": "Coding agent completion failure and Ollama local model discovery failure are separate problems, not a shared underlying bug." + }, + { + "left": "issue:51810", + "right": "issue:64955", + "accept": false, + "reason": "Different auth/config paths: Telegram file-based SecretRef regression versus x_search on the canonical xAI path." + }, + { + "left": "issue:52286", + "right": "issue:62517", + "accept": false, + "reason": "Telegram topic/file routing is unrelated to tilde-path handling in edit tool error reporting." + }, + { + "left": "issue:44778", + "right": "issue:53168", + "accept": false, + "reason": "Feishu image path forwarding and a WebSocket handshake timeout are unrelated gateway/connection issues." + }, + { + "left": "issue:53687", + "right": "issue:62574", + "accept": false, + "reason": "One is missing media-understanding provider registration; the other is TTS provider registration. Same broad area, different capability." + }, + { + "left": "issue:54253", + "right": "issue:65603", + "accept": false, + "reason": "RISC-V64 request failure and Azure Foundry schema/tool-payload rejection are different provider/runtime problems." + }, + { + "left": "issue:53384", + "right": "issue:66614", + "accept": false, + "reason": "Both are streaming corruption bugs, but one drops text blocks and the other splits markdown tables; not the same concrete issue." + }, + { + "left": "issue:62296", + "right": "issue:63449", + "accept": false, + "reason": "One cron bug fails to trigger a hook, the other loses the job after gateway restart; different lifecycle defects." + }, + { + "left": "issue:26466", + "right": "issue:68689", + "accept": false, + "reason": "Both involve thinking content leaking, but one is a generic Think-off leak to channel output and the other is a WhatsApp-adapter-specific leak; not enough to merge." + }, + { + "left": "issue:51175", + "right": "issue:52324", + "accept": false, + "reason": "OAuth 403 unsupported_country_region_territory is unrelated to message queue/input buffering while an agent is processing." + }, + { + "left": "issue:65054", + "right": "issue:65424", + "accept": false, + "reason": "MiniMax usage polling using the wrong base URL and image attachments being dropped in chat.send affect different code paths." + }, + { + "left": "issue:31544", + "right": "issue:54014", + "accept": false, + "reason": "A missing API-key warning for model selection and OPENCLAW_HOME path resolution are unrelated configuration issues." + }, + { + "left": "issue:53857", + "right": "issue:53959", + "accept": false, + "reason": "Web search auth config is distinct from a broader tool-execution regression after update." + }, + { + "left": "issue:35275", + "right": "issue:64296", + "accept": false, + "reason": "Feishu persistent-connection callback behavior and WhatsApp Web connection termination are different integration failures." + }, + { + "left": "issue:53488", + "right": "issue:53614", + "accept": false, + "reason": "Custom workspace injection files and subagents loading USER.md are different feature requests, not the same change." + }, + { + "left": "issue:64978", + "right": "issue:68743", + "accept": false, + "reason": "Managed Chrome startup validation and dreaming cron timeout are unrelated timing/lifecycle bugs." + }, + { + "left": "issue:65465", + "right": "issue:66391", + "accept": false, + "reason": "Compaction reserve config being ignored in Ollama is separate from TUI tool calls failing with a missing session ID." + }, + { + "left": "issue:64541", + "right": "issue:68662", + "accept": false, + "reason": "Both mention Ollama slowness/hanging, but one is first heavy-turn latency that improves later and the other is an indefinite gateway hang; not the same concrete bug." + }, + { + "left": "issue:25663", + "right": "issue:30818", + "accept": false, + "reason": "Web UI session timeout and pasted images not reaching the backend are unrelated issues." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 136, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:31273", + "issue:32488", + "issue:32633", + "issue:32808", + "issue:32976", + "issue:33864", + "issue:33880", + "issue:34253", + "issue:35227", + "issue:35522", + "issue:36134", + "issue:37307", + "issue:37546", + "issue:37571", + "issue:50266", + "issue:51056", + "issue:51062", + "issue:51158", + "issue:51593", + "issue:53358", + "issue:53578", + "issue:55272", + "issue:62276", + "issue:63816", + "issue:63991", + "issue:64292", + "issue:64618", + "issue:64633", + "issue:64672", + "issue:64910", + "issue:65553", + "issue:65663", + "issue:65832", + "issue:66082", + "issue:66091", + "issue:66222", + "issue:66288", + "issue:66677", + "issue:67547", + "issue:67646", + "issue:67759", + "issue:67792", + "issue:67797", + "issue:67955", + "issue:67984", + "issue:68163", + "issue:68378", + "issue:68760" + ], + "soft_pairs": [ + "issue:33864|issue:35522", + "issue:32488|issue:63816", + "issue:55272|issue:67547", + "issue:32976|issue:64910", + "issue:32808|issue:66677", + "issue:35227|issue:66288", + "issue:51062|issue:64292", + "issue:31273|issue:63991", + "issue:37571|issue:65832", + "issue:64633|issue:66082", + "issue:34253|issue:68378", + "issue:64618|issue:68760", + "issue:50266|issue:51056", + "issue:53358|issue:65553", + "issue:66091|issue:66222", + "issue:67646|issue:68163", + "issue:33880|issue:51593", + "issue:51158|issue:67955", + "issue:64672|issue:67759", + "issue:32633|issue:65663", + "issue:36134|issue:53578", + "issue:37307|issue:67984", + "issue:37546|issue:62276", + "issue:67792|issue:67797" + ], + "prepared_review_unit_hash": "bbbf0648c4eb03d7df0d2afe4bf16be0e0ea621e2da41cb9d2ec9ff41c5928c3", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 35212, + "estimated_input_tokens": 8803, + "estimated_eval_tokens": 17862 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "No duplicate cluster here: the items span unrelated bugs across sessions, routing, UI, providers, cron, and packaging. All soft pairs are superficial title matches and should be rejected.", + "confidence": 0.97, + "canonical_issue_reason": "No canonical issue: the cluster is too heterogeneous, and none of the soft pairs point to the same underlying defect or fix.", + "canonical_pr_reason": null, + "best_issue_reason": "No single issue is a good global canonical representative because the set is not one bug family; the closest matches still differ in trigger, code path, and expected fix.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:33864", + "right": "issue:35522", + "accept": false, + "reason": "Both mention dropped user messages, but one is tied to provider/session failure and the other to compaction race; different triggers and code paths." + }, + { + "left": "issue:32488", + "right": "issue:63816", + "accept": false, + "reason": "Docker digest/banner mismatch is unrelated to WhatsApp outbound media delivery failure." + }, + { + "left": "issue:55272", + "right": "issue:67547", + "accept": false, + "reason": "UI showing fallback model is a presentation bug; A2UI bundle/hash dependence on node_modules is a build/reproducibility issue." + }, + { + "left": "issue:32976", + "right": "issue:64910", + "accept": false, + "reason": "Tool output replacing final reply is a specific webchat post-processing bug; reply box flashing indefinitely is a broader stuck-render/state issue." + }, + { + "left": "issue:32808", + "right": "issue:66677", + "accept": false, + "reason": "Feishu channel add failure in WSL2 is not the same as the QuickStart channel-selection issue." + }, + { + "left": "issue:35227", + "right": "issue:66288", + "accept": false, + "reason": "Generic model unresponsiveness and unsaved messages is broader than pasted/uploaded images disappearing after reply." + }, + { + "left": "issue:51062", + "right": "issue:64292", + "accept": false, + "reason": "Subagent execution failure is not the same as sessions_spawn rejecting agentId; they point to different validation/execution stages." + }, + { + "left": "issue:31273", + "right": "issue:63991", + "accept": false, + "reason": "Both are ACPX session-related, but one is --session NO_SESSION on prompt startup while the other is persistent sessionDir null; related area, different bug." + }, + { + "left": "issue:37571", + "right": "issue:65832", + "accept": false, + "reason": "SSE event parsing failure in custom anthropic-messages providers is unrelated to custom-provider model registry recognition for image tools." + }, + { + "left": "issue:64633", + "right": "issue:66082", + "accept": false, + "reason": "Model speaking gibberish and memory-wiki exporting zero artifacts are unrelated symptoms with no shared fix path." + }, + { + "left": "issue:34253", + "right": "issue:68378", + "accept": false, + "reason": "Both involve Feishu/Discord routing, but one is a peer.match binding failure and the other is cross-channel misdelivery; not the same defect." + }, + { + "left": "issue:64618", + "right": "issue:68760", + "accept": false, + "reason": "Missing cron job registration is distinct from a delivery channel reverting to last after execution." + }, + { + "left": "issue:50266", + "right": "issue:51056", + "accept": false, + "reason": "Feishu replies=0 on a Gemini call is an integration/response-shape issue, not the OpenRouter missing-auth-header failure." + }, + { + "left": "issue:53358", + "right": "issue:65553", + "accept": false, + "reason": "Memory index hanging after OpenAI batch completion and CLI hang on QMD arm64 are different subsystems and failure modes." + }, + { + "left": "issue:66091", + "right": "issue:66222", + "accept": false, + "reason": "Performance complaint about slow replies is not the same as a multi-agent collaboration feature request." + }, + { + "left": "issue:67646", + "right": "issue:68163", + "accept": false, + "reason": "Silent empty cron-agent responses from OpenRouter are different from a fresh-install onboarding case where the agent is silent but Ollama works." + }, + { + "left": "issue:33880", + "right": "issue:51593", + "accept": false, + "reason": "WhatsApp group sessions not spawning and duplicated tool call IDs are different bugs in different layers." + }, + { + "left": "issue:51158", + "right": "issue:67955", + "accept": false, + "reason": "Matrix inbound messages dropped and Slack /slack/events returning 404 are unrelated channel-routing issues." + }, + { + "left": "issue:64672", + "right": "issue:67759", + "accept": false, + "reason": "Qwen model availability on a plan subscription is unrelated to image recognition failing with a dashscope base URL." + }, + { + "left": "issue:32633", + "right": "issue:65663", + "accept": false, + "reason": "Null transcriptPath on restart and Azure Responses API reasoning/tool history 400s are different session-persistence vs response-replay bugs." + }, + { + "left": "issue:36134", + "right": "issue:53578", + "accept": false, + "reason": "Fallback to Anthropic for spawned Gemini tasks is a routing/provider-selection bug, not OAuth slowness per turn." + }, + { + "left": "issue:37307", + "right": "issue:67984", + "accept": false, + "reason": "Scheduled task model errors and npm install failures are unrelated." + }, + { + "left": "issue:37546", + "right": "issue:62276", + "accept": false, + "reason": "Message ordering conflict is a conversation-state issue; port 18789 already in use is a startup/network binding issue." + }, + { + "left": "issue:67792", + "right": "issue:67797", + "accept": false, + "reason": "Telegram model menu label formatting is unrelated to OpenRouter reasoning-flag handling." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 137, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:26466", + "issue:28077", + "issue:31275", + "issue:31544", + "issue:32245", + "issue:32622", + "issue:32841", + "issue:33166", + "issue:33883", + "issue:34331", + "issue:34449", + "issue:37198", + "issue:42446", + "issue:48734", + "issue:52324", + "issue:53358", + "issue:53384", + "issue:53544", + "issue:53721", + "issue:53726", + "issue:53989", + "issue:60087", + "issue:62995", + "issue:63033", + "issue:63620", + "issue:64067", + "issue:64306", + "issue:64381", + "issue:64418", + "issue:64528", + "issue:64788", + "issue:64844", + "issue:65033", + "issue:65156", + "issue:65494", + "issue:65565", + "issue:65682", + "issue:65742", + "issue:66092", + "issue:66131", + "issue:66588", + "issue:66661", + "issue:66872", + "issue:67136", + "issue:67152", + "issue:67251", + "issue:67696", + "issue:68706" + ], + "soft_pairs": [ + "issue:60087|issue:64418", + "issue:67152|issue:68706", + "issue:64528|issue:64844", + "issue:53721|issue:53989", + "issue:64381|issue:66131", + "issue:26466|issue:53384", + "issue:53358|issue:64067", + "issue:64306|issue:67251", + "issue:64788|issue:65682", + "issue:63033|issue:66092", + "issue:28077|issue:33166", + "issue:48734|issue:66661", + "issue:65033|issue:65156", + "issue:65742|issue:66872", + "issue:31275|issue:37198", + "issue:33883|issue:34331", + "issue:53544|issue:65494", + "issue:32622|issue:52324", + "issue:42446|issue:67136", + "issue:31544|issue:62995", + "issue:53726|issue:63620", + "issue:32841|issue:34449", + "issue:32245|issue:67696", + "issue:65565|issue:66588" + ], + "prepared_review_unit_hash": "8141f81faa26528b6a7588d82b51b93e5589cde75642eb5e92cc42cb864561f9", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 35171, + "estimated_input_tokens": 8793, + "estimated_eval_tokens": 17842 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Mostly unrelated bug reports; only the plugin HTTP route 404 reports look like the same underlying defect. Everything else is too broad or points to different code paths.", + "confidence": 0.78, + "canonical_issue_reason": "issue:48734 is the better canonical anchor: it is earlier, already referenced, and describes the route-dispatch/404 failure at the registry level, which is broader than the later API-specific report.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:48734 is the strongest overall issue to keep: it has the clearest root-cause framing and the best triage signals among the accepted pair.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:60087", + "right": "issue:64418", + "accept": false, + "reason": "Both mention runtime problems, but one is gateway exec crashes and the other is image resizing on messages; different bugs and code paths." + }, + { + "left": "issue:67152", + "right": "issue:68706", + "accept": false, + "reason": "Both involve memory/session behavior, but one is dreaming/runtime scope leakage and the other is fallback model persistence; not the same defect." + }, + { + "left": "issue:64528", + "right": "issue:64844", + "accept": false, + "reason": "Session-memory workspace isolation and /new model selection are separate features with different failure modes." + }, + { + "left": "issue:53721", + "right": "issue:53989", + "accept": false, + "reason": "Both are regressions in channel integrations, but Telegram startup failure and Slack dispatch breakage are distinct channel-specific bugs." + }, + { + "left": "issue:64381", + "right": "issue:66131", + "accept": false, + "reason": "Gateway startup and plugin config are related, but one is excluding memory-kind plugins from startup and the other is writing bad plugin IDs into config." + }, + { + "left": "issue:26466", + "right": "issue:53384", + "accept": false, + "reason": "Both touch thinking/streaming output, but one leaks thinking text when Think is off and the other drops a text block during a specific streaming shape." + }, + { + "left": "issue:53358", + "right": "issue:64067", + "accept": false, + "reason": "Memory index hanging after batch completion and a missing qa scenario pack during completion-cache update are unrelated failures." + }, + { + "left": "issue:64306", + "right": "issue:67251", + "accept": false, + "reason": "Both are CLI hangs, but one is plugin-registry loading timeout and the other is Windows exec/SIGKILL behavior; different causes." + }, + { + "left": "issue:64788", + "right": "issue:65682", + "accept": false, + "reason": "Both involve browser/CDP connectivity, but launchd connection failure and SSR policy returning {} are different underlying problems." + }, + { + "left": "issue:63033", + "right": "issue:66092", + "accept": false, + "reason": "Both concern TTS delivery, but webchat block/final payload mismatch and Telegram audioAsVoice loss are distinct outbound-path bugs." + }, + { + "left": "issue:28077", + "right": "issue:33166", + "accept": false, + "reason": "Generic installation failures with different phrasing and no shared concrete failure signature." + }, + { + "left": "issue:48734", + "right": "issue:66661", + "accept": true, + "reason": "Both describe plugin HTTP routes returning 404; the later issue is a more specific manifestation of the same route registration/dispatch bug." + }, + { + "left": "issue:65033", + "right": "issue:65156", + "accept": false, + "reason": "Both involve sqlite-vec, but Node 24 extension loading and ABI/function registration failure are different root causes." + }, + { + "left": "issue:65742", + "right": "issue:66872", + "accept": false, + "reason": "Both are model/provider mismatches, but one is pdf tool resolution for custom providers and the other is status reporting for Codex harness models." + }, + { + "left": "issue:31275", + "right": "issue:37198", + "accept": false, + "reason": "Session-memory hook on /new in Feishu and a cron gateway-restart loop are unrelated." + }, + { + "left": "issue:33883", + "right": "issue:34331", + "accept": false, + "reason": "Both are duplicate-rendering complaints, but Feishu mobile blockStreaming duplicates and TUI websocket-reconnect duplicates are different scenarios." + }, + { + "left": "issue:53544", + "right": "issue:65494", + "accept": false, + "reason": "Missing WhatsApp status entry and an iMessage ReferenceError are unrelated channel issues." + }, + { + "left": "issue:32622", + "right": "issue:52324", + "accept": false, + "reason": "A content-inspection API error and a message queue/input-buffer issue do not share the same bug." + }, + { + "left": "issue:42446", + "right": "issue:67136", + "accept": false, + "reason": "Both mention tool/write behavior, but leaking tool output into chat and falsely reporting file writes are different defects." + }, + { + "left": "issue:31544", + "right": "issue:62995", + "accept": false, + "reason": "These are both API-key related UX/error cases, but one is about a confusing warning and the other is a Bedrock auth regression." + }, + { + "left": "issue:53726", + "right": "issue:63620", + "accept": false, + "reason": "Antivirus false positive and a blocking overlay in the Dreaming tab are unrelated." + }, + { + "left": "issue:32841", + "right": "issue:34449", + "accept": false, + "reason": "Both mention message processing/reply flow, but the Telegram pipeline instability and general stall-until-next-message symptoms are not concretely the same bug." + }, + { + "left": "issue:32245", + "right": "issue:67696", + "accept": false, + "reason": "Vertex embedded run failure and outbound [object Object] serialization artifacts are different message-processing problems." + }, + { + "left": "issue:65565", + "right": "issue:66588", + "accept": false, + "reason": "Default-agent config validation and browser launch on Raspberry Pi are unrelated." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet and stays conservative. The only accepted soft pair (48734/66661) is well-supported by the shared 404 route-registration failure, while the other pair rejections do not overclaim sameness." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 138, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:24173", + "issue:30316", + "issue:30741", + "issue:31514", + "issue:32488", + "issue:32892", + "issue:34324", + "issue:34530", + "issue:36439", + "issue:50999", + "issue:51873", + "issue:52328", + "issue:53317", + "issue:53397", + "issue:53709", + "issue:53925", + "issue:54051", + "issue:62505", + "issue:62678", + "issue:63175", + "issue:63499", + "issue:64011", + "issue:64480", + "issue:64729", + "issue:64973", + "issue:65309", + "issue:65319", + "issue:65676", + "issue:65678", + "issue:65994", + "issue:66732", + "issue:66885", + "issue:67241", + "issue:67402", + "issue:67574", + "issue:67619", + "issue:67653", + "issue:67709", + "issue:67908", + "issue:68113", + "issue:68165", + "issue:68336", + "issue:68352", + "issue:68376", + "issue:68472", + "issue:68545", + "issue:68791", + "issue:7663" + ], + "soft_pairs": [ + "issue:64729|issue:65319", + "issue:30316|issue:31514", + "issue:30741|issue:54051", + "issue:32488|issue:67908", + "issue:34530|issue:63499", + "issue:36439|issue:51873", + "issue:50999|issue:66885", + "issue:53317|issue:64973", + "issue:53397|issue:68165", + "issue:53709|issue:68376", + "issue:53925|issue:68336", + "issue:62678|issue:66732", + "issue:65678|issue:68352", + "issue:67709|issue:68545", + "issue:68113|issue:68791", + "issue:64480|issue:67241", + "issue:65676|issue:68472", + "issue:65994|issue:67402", + "issue:32892|issue:62505", + "issue:24173|issue:67619", + "issue:34324|issue:7663", + "issue:63175|issue:65309", + "issue:52328|issue:67574", + "issue:64011|issue:67653" + ], + "prepared_review_unit_hash": "95c14d0e95f0c51f0dd08bea34a3d23f2b3f7e0fbbc3f2f1128ee05df6f7f413", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 35281, + "estimated_input_tokens": 8821, + "estimated_eval_tokens": 17898 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "The cluster is a mix of unrelated bug reports across different features and integrations; none of the soft pairs look like the same underlying bug/change. The closest themes (duplicate delivery, gateway restarts, plugin warnings, cron state) still point to different code paths and symptoms.", + "confidence": 0.93, + "canonical_issue_reason": "issue:53317 is the strongest anchor if one issue must represent the set: it is a concrete, well-described regression with multiple inbound references and a clear startup-state failure mode.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:53317 is the most actionable and best-documented issue here, with a specific repro around stale cached OAuth state on startup.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:64729", + "right": "issue:65319", + "accept": false, + "reason": "Both involve plugin allowlist messaging, but one is about stale plugin IDs in cron listing and the other is contradictory guidance for a command; different symptoms and code paths." + }, + { + "left": "issue:30316", + "right": "issue:31514", + "accept": false, + "reason": "Both mention duplicate messages, but Telegram text/audio being sent twice is not the same as Slack DM duplication caused by [[reply_to_current]]." + }, + { + "left": "issue:30741", + "right": "issue:54051", + "accept": false, + "reason": "Discord attachment failure/no response is a delivery bug; the other is a long blocking timeout on non-image attachments. Same area, different failure mode." + }, + { + "left": "issue:32488", + "right": "issue:67908", + "accept": false, + "reason": "One is a Docker digest/version mismatch banner issue; the other is a Docker binary package resolution failure for OAuth-token shared modules. Not the same bug." + }, + { + "left": "issue:34530", + "right": "issue:63499", + "accept": false, + "reason": "Both concern cron jobs, but one skips runs after gateway restart while the other resets nextRunAtMs when editing jobs. Different root causes." + }, + { + "left": "issue:36439", + "right": "issue:51873", + "accept": false, + "reason": "Synology Chat message loss and context caching failure are unrelated integrations and behaviors." + }, + { + "left": "issue:50999", + "right": "issue:66885", + "accept": false, + "reason": "Both are Telegram polling problems, but one is a macOS stall/restart loop and the other is a Windows stall plus subagent announce timeout with an HTTP/2 root cause." + }, + { + "left": "issue:53317", + "right": "issue:64973", + "accept": false, + "reason": "Startup OAuth-token overwrite and macOS Talk Mode stale config/token mismatch are different regression paths despite both involving gateway state." + }, + { + "left": "issue:53397", + "right": "issue:68165", + "accept": false, + "reason": "Config validation for a web fetch setting is unrelated to WhatsApp validation messages and Telegram setup failure." + }, + { + "left": "issue:53709", + "right": "issue:68376", + "accept": false, + "reason": "Invalid GH_TOKEN in exec subprocesses is a credential propagation bug; the Chinese report is about exec auto-restart in chat. Not the same issue." + }, + { + "left": "issue:53925", + "right": "issue:68336", + "accept": false, + "reason": "A /btw failure on one model family is not the same as a /btw side-channel 404 against Ollama Cloud." + }, + { + "left": "issue:62678", + "right": "issue:66732", + "accept": false, + "reason": "The Chinese-language content warning issue is unrelated to the Telegram reminder flow leaking a false note after successful scheduling." + }, + { + "left": "issue:65678", + "right": "issue:68352", + "accept": false, + "reason": "Both are plugin-warning issues, but one is false provenance/allowlist warnings for an installed extension plugin and the other is misleading warnings when allowlist entries don't match discovered IDs. Similar theme, different bug." + }, + { + "left": "issue:67709", + "right": "issue:68545", + "accept": false, + "reason": "WebChat startup latency and general high memory/slow UI are performance regressions, but not the same concrete bug." + }, + { + "left": "issue:68113", + "right": "issue:68791", + "accept": false, + "reason": "Mattermost slash command 503s due to initialization state are unrelated to Windows scheduled-task gateway health and incomplete-turn hangs." + }, + { + "left": "issue:64480", + "right": "issue:67241", + "accept": false, + "reason": "BlueBubbles send-method/config limitation and BlueBubbles attachment-download failure on Node 22.20+ are different BlueBubbles issues, not one bug." + }, + { + "left": "issue:65676", + "right": "issue:68472", + "accept": false, + "reason": "Both mention session/model override behavior, but one is a live fallback loop and the other loses explicit-session model overrides before the next turn. Similar concept, different mechanism." + }, + { + "left": "issue:65994", + "right": "issue:67402", + "accept": false, + "reason": "System messages leaking from exec completion events is a different pathway than internal control/update messages leaking after gateway restarts." + }, + { + "left": "issue:32892", + "right": "issue:62505", + "accept": false, + "reason": "Provider plugin discovery/login failure is unrelated to the coding agent never completing tasks." + }, + { + "left": "issue:24173", + "right": "issue:67619", + "accept": false, + "reason": "Compaction memoryFlush on gateway restart/shutdown is unrelated to response context loss after switching chat sessions without saving." + }, + { + "left": "issue:34324", + "right": "issue:7663", + "accept": false, + "reason": "Both are Slack/WebChat delivery-related, but one is WebChat replies leaking to Telegram and the other is Slack DM replies not delivered back to Slack. Different channels and symptoms." + }, + { + "left": "issue:63175", + "right": "issue:65309", + "accept": false, + "reason": "Ollama 60-second timeout is a hard request timeout; active memory blocking direct-chat turns is a separate latency path and likely different subsystem." + }, + { + "left": "issue:52328", + "right": "issue:67574", + "accept": false, + "reason": "Missing OPENCLAW_EXTENSIONS guidance and a daemon/channel error after install are not the same underlying bug." + }, + { + "left": "issue:64011", + "right": "issue:67653", + "accept": false, + "reason": "Discord gateway crash on Windows and Windows startup delay before Discord comes online are different severity and failure modes; one is a crash, the other a slow init." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 139, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:24173", + "issue:29363", + "issue:31368", + "issue:33053", + "issue:33124", + "issue:33943", + "issue:34395", + "issue:34513", + "issue:35275", + "issue:45096", + "issue:50266", + "issue:51158", + "issue:52488", + "issue:53169", + "issue:53482", + "issue:53523", + "issue:53705", + "issue:53755", + "issue:53959", + "issue:58535", + "issue:60102", + "issue:63486", + "issue:63752", + "issue:64017", + "issue:64541", + "issue:64618", + "issue:64793", + "issue:65192", + "issue:65329", + "issue:65500", + "issue:66185", + "issue:66523", + "issue:66579", + "issue:66799", + "issue:67092", + "issue:67192", + "issue:67737", + "issue:67784", + "issue:67986", + "issue:68188", + "issue:68256", + "issue:68264", + "issue:68436", + "issue:68467", + "issue:68472", + "issue:68662", + "issue:68818" + ], + "soft_pairs": [ + "issue:53755|issue:53959", + "issue:34395|issue:67784", + "issue:50266|issue:63752", + "issue:67092|issue:67192", + "issue:33124|issue:68818", + "issue:34513|issue:65192", + "issue:64541|issue:68472", + "issue:33053|issue:35275", + "issue:45096|issue:58535", + "issue:53959|issue:65500", + "issue:66523|issue:68264", + "issue:66185|issue:68467", + "issue:29363|issue:53705", + "issue:33943|issue:68188", + "issue:52488|issue:66799", + "issue:53169|issue:53482", + "issue:53523|issue:63486", + "issue:64793|issue:68662", + "issue:51158|issue:64618", + "issue:60102|issue:64017", + "issue:68256|issue:68436", + "issue:24173|issue:67986", + "issue:31368|issue:65329", + "issue:66579|issue:67737" + ], + "prepared_review_unit_hash": "a018420142f10fd16e63fe8665a7555c6e29aaae790db493f3079f7012ec9fe1", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 24, + "serialized_chars": 34652, + "estimated_input_tokens": 8663, + "estimated_eval_tokens": 17582 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "The cluster is heterogeneous: the soft pairs share only broad subsystem or wording similarity, not the same underlying bug. I rejected every soft edge; no PRs are present.", + "confidence": 0.94, + "canonical_issue_reason": "issue:53959 is the strongest standalone report in the set: detailed reproduction, clear failure mode, and high discussion activity. It is the best anchor if a representative issue must be chosen, though it is not a duplicate of the others.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:53959 has the most concrete symptom description and the highest signal-to-noise among these unrelated bug reports, making it the best overall issue representative.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:53755", + "right": "issue:53959", + "accept": false, + "reason": "Both mention models/tooling, but one is about /models catalog contents and the other about tool execution after an update; different failure modes and code paths." + }, + { + "left": "issue:34395", + "right": "issue:67784", + "accept": false, + "reason": "Both involve message-tool parameters, but Slack read-thread behavior and Mattermost attachment/thread handling are separate platform-specific bugs." + }, + { + "left": "issue:50266", + "right": "issue:63752", + "accept": false, + "reason": "Different providers and symptoms: Feishu replies=0 vs anthropic API-key lookup failure. Not the same underlying issue." + }, + { + "left": "issue:67092", + "right": "issue:67192", + "accept": false, + "reason": "Both are reasoning-related, but one is malformed output leaking into text and the other is a stream-wrapper crash. Distinct code paths." + }, + { + "left": "issue:33124", + "right": "issue:68818", + "accept": false, + "reason": "Unrelated bugs: loopback allowedOrigins seeding vs MCP tool exposure." + }, + { + "left": "issue:34513", + "right": "issue:65192", + "accept": false, + "reason": "TUI render stall and dreaming-session accumulation are different subsystems with different symptoms." + }, + { + "left": "issue:64541", + "right": "issue:68472", + "accept": false, + "reason": "One is Ollama first-turn slowness/timeouts; the other is session model overrides being lost. Similar session wording, different bug." + }, + { + "left": "issue:33053", + "right": "issue:35275", + "accept": false, + "reason": "Both are channel-related, but QQ cron announce message filtering and Feishu persistent-connection availability are unrelated." + }, + { + "left": "issue:45096", + "right": "issue:58535", + "accept": false, + "reason": "Diagnostics OTEL tracing gaps and Discord announce field stripping are unrelated bugs." + }, + { + "left": "issue:53959", + "right": "issue:65500", + "accept": false, + "reason": "Tool execution failure and /models visibility are both model-related, but they affect different features and code paths." + }, + { + "left": "issue:66523", + "right": "issue:68264", + "accept": false, + "reason": "Windows state-dir env handling is unrelated to Canvas/Browser UI rendering." + }, + { + "left": "issue:66185", + "right": "issue:68467", + "accept": false, + "reason": "Both mention dreaming output problems, but cron-artifact failure and inline-mode no-output are distinct execution modes and likely different causes." + }, + { + "left": "issue:29363", + "right": "issue:53705", + "accept": false, + "reason": "Session file injection and force-delete behavior are different agent-workspace bugs, not one shared defect." + }, + { + "left": "issue:33943", + "right": "issue:68188", + "accept": false, + "reason": "Both are message delivery issues, but Feishu command/regular-message handling and Matrix agent routing are separate channel integrations." + }, + { + "left": "issue:52488", + "right": "issue:66799", + "accept": false, + "reason": "Scope-check false positive vs authorization vulnerability. Related security theme, but opposite failures and different endpoints." + }, + { + "left": "issue:53169", + "right": "issue:53482", + "accept": false, + "reason": "Gateway upgrade/service-migration failure is unrelated to legacy-env-variable handling." + }, + { + "left": "issue:53523", + "right": "issue:63486", + "accept": false, + "reason": "Matrix config crash and Matrix interaction unresponsiveness are too different to treat as the same bug." + }, + { + "left": "issue:64793", + "right": "issue:68662", + "accept": false, + "reason": "Both involve hangs/timeouts, but agent-timeout UI handling and Ollama first-request blocking are separate problems." + }, + { + "left": "issue:51158", + "right": "issue:64618", + "accept": false, + "reason": "Matrix inbound routing failure and missing dreaming-cron registration are unrelated subsystems." + }, + { + "left": "issue:60102", + "right": "issue:64017", + "accept": false, + "reason": "Telegram session binding/pinning and Discord thread binding failure are different platform-specific session bugs." + }, + { + "left": "issue:68256", + "right": "issue:68436", + "accept": false, + "reason": "Per-agent auth-profiles OpenRouter empties and OpenRouter payloads=0 are both provider issues, but the reported failure modes differ and don't point to one concrete bug." + }, + { + "left": "issue:24173", + "right": "issue:67986", + "accept": false, + "reason": "Both mention gateway/session instability, but compaction flush loss on restart and mid-session wedges on WhatsApp 408 are not the same defect." + }, + { + "left": "issue:31368", + "right": "issue:65329", + "accept": false, + "reason": "Attachment handling on Telegram forum topics vs Teams DM attachment drops are separate channel implementations." + }, + { + "left": "issue:66579", + "right": "issue:67737", + "accept": false, + "reason": "Both mention hooks in WhatsApp, but plugin hook cancellation and typed observability hooks are different hook systems and different failures." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 140, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:24173", + "issue:30981", + "issue:31119", + "issue:31275", + "issue:31414", + "issue:33862", + "issue:33883", + "issue:34271", + "issue:34656", + "issue:34863", + "issue:34971", + "issue:36301", + "issue:37388", + "issue:45064", + "issue:50982", + "issue:51056", + "issue:51611", + "issue:51619", + "issue:52433", + "issue:53786", + "issue:55059", + "issue:56982", + "issue:57055", + "issue:60970", + "issue:62276", + "issue:62505", + "issue:62517", + "issue:62819", + "issue:64283", + "issue:64523", + "issue:64676", + "issue:64841", + "issue:65676", + "issue:65705", + "issue:65760", + "issue:65843", + "issue:66381", + "issue:66860", + "issue:66915", + "issue:67327", + "issue:67582", + "issue:67779", + "issue:67791", + "issue:67955", + "issue:68182", + "issue:68561", + "issue:68735", + "issue:68818" + ], + "soft_pairs": [ + "issue:30981|issue:37388", + "issue:66381|issue:67582", + "issue:57055|issue:64676", + "issue:31119|issue:31414", + "issue:33883|issue:67791", + "issue:50982|issue:55059", + "issue:62517|issue:66915", + "issue:64841|issue:66860", + "issue:65676|issue:65760", + "issue:45064|issue:67327", + "issue:51619|issue:68735", + "issue:34863|issue:51611", + "issue:67955|issue:68182", + "issue:33862|issue:68818", + "issue:34271|issue:53786", + "issue:34656|issue:51056", + "issue:36301|issue:64283", + "issue:64523|issue:67779", + "issue:52433|issue:60970", + "issue:56982|issue:65843", + "issue:34971|issue:62505", + "issue:24173|issue:31275", + "issue:62276|issue:65705", + "issue:62819|issue:68561" + ], + "prepared_review_unit_hash": "3ebb772189f9327e9582a5e3e618febc13f1de05f4292db118a5d9ddfab623a2", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 34841, + "estimated_input_tokens": 8711, + "estimated_eval_tokens": 17678 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Mostly unrelated issues with superficial title similarity. The strongest duplicate candidates are the WebChat optimistic-rendering reports and the Feishu duplicate-streaming reports; one version-mismatch pair also looks plausibly duplicate. No PRs are present.", + "confidence": 0.89, + "canonical_issue_reason": "issue:66381 is the best canonical issue because it is a concrete, closed report of the WebChat send/render bug and matches the clearest duplicate partner (issue:67582) most directly.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:66381 is the strongest representative of the cluster\u2019s most likely duplicate bug: user messages not appearing immediately after send in WebChat.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:30981", + "right": "issue:37388", + "accept": false, + "reason": "Different product areas and failure modes: Signal group admin settings vs log rotation." + }, + { + "left": "issue:66381", + "right": "issue:67582", + "accept": true, + "reason": "Same WebChat symptom: user message visibility immediately after send/optimistic rendering is missing." + }, + { + "left": "issue:57055", + "right": "issue:64676", + "accept": false, + "reason": "SSRF policy enforcement in sandbox browser is unrelated to generic gateway configuration persistence." + }, + { + "left": "issue:31119", + "right": "issue:31414", + "accept": true, + "reason": "Both describe the same version-sync bug after npm update: UI/service version mismatch remains stale." + }, + { + "left": "issue:33883", + "right": "issue:67791", + "accept": true, + "reason": "Both report Feishu duplicate message behavior tied to blockStreaming/stream completion, likely the same regression." + }, + { + "left": "issue:50982", + "right": "issue:55059", + "accept": false, + "reason": "Cron thread-id support for Telegram topics is unrelated to provider API type support." + }, + { + "left": "issue:62517", + "right": "issue:66915", + "accept": false, + "reason": "Both involve edit tool errors, but the specific bugs differ: tilde-path failure vs whitespace mismatch messaging." + }, + { + "left": "issue:64841", + "right": "issue:66860", + "accept": false, + "reason": "Config validation for disabled memory-lancedb is unrelated to restart recovery pruning." + }, + { + "left": "issue:65676", + "right": "issue:65760", + "accept": false, + "reason": "Both mention fallback, but one is a selection-loop bug and the other is prompt preservation on retry; different code-path failures." + }, + { + "left": "issue:45064", + "right": "issue:67327", + "accept": false, + "reason": "Memory leak/OOM is unrelated to wiki bridge-artifact counting." + }, + { + "left": "issue:51619", + "right": "issue:68735", + "accept": false, + "reason": "Both are generic LLM errors, but one is mitmproxy integration and the other is provider schema/tool payload rejection." + }, + { + "left": "issue:34863", + "right": "issue:51611", + "accept": false, + "reason": "ACP interactive mode end_turn-only output is unrelated to feishu_update_doc mode-parameter formatting." + }, + { + "left": "issue:67955", + "right": "issue:68182", + "accept": false, + "reason": "Slack route 404 is unrelated to heartbeat events preempting the reply lane." + }, + { + "left": "issue:33862", + "right": "issue:68818", + "accept": false, + "reason": "Feishu allowlist behavior on Windows is unrelated to MCP tool exposure." + }, + { + "left": "issue:34271", + "right": "issue:53786", + "accept": false, + "reason": "Bot @mention parsing is unrelated to dashboard/Feishu task-status desync." + }, + { + "left": "issue:34656", + "right": "issue:51056", + "accept": false, + "reason": "Both are auth failures, but one is gateway/config restart related and the other is OpenRouter header handling; not the same bug." + }, + { + "left": "issue:36301", + "right": "issue:64283", + "accept": false, + "reason": "Version discrepancy after update and dropped GOOGLE_APPLICATION_CREDENTIALS are separate installation issues." + }, + { + "left": "issue:64523", + "right": "issue:67779", + "accept": false, + "reason": "WebChat re-injection of assistant output is a different bug from multi-agent rendering dysfunction." + }, + { + "left": "issue:52433", + "right": "issue:60970", + "accept": false, + "reason": "ACPX version rollback and silent session creation failure are distinct regressions." + }, + { + "left": "issue:56982", + "right": "issue:65843", + "accept": false, + "reason": "Trusted proxy doctor false error and remote ACP server pairing failure are unrelated." + }, + { + "left": "issue:34971", + "right": "issue:62505", + "accept": false, + "reason": "A broad regression report is not the same concrete bug as the coding agent completion failure." + }, + { + "left": "issue:24173", + "right": "issue:31275", + "accept": false, + "reason": "Session context loss on gateway restart/shutdown differs from a Feishu /new-command hook not firing." + }, + { + "left": "issue:62276", + "right": "issue:65705", + "accept": false, + "reason": "Port-in-use startup error is unrelated to repeated dreaming sweep execution." + }, + { + "left": "issue:62819", + "right": "issue:68561", + "accept": false, + "reason": "QQ announce delivery failure is unrelated to ANNOUNCE_SKIP silently skipping tasks." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet and stays cautious overall. The accepted soft-edge pairs are reasonably supported by the titles, especially the WebChat and Feishu duplicate-message cases, and the rejected pairs are mostly conservative. No PRs are present, so the PR-specific constraint is satisfied." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 141, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:32189", + "issue:33251", + "issue:33263", + "issue:33358", + "issue:34308", + "issue:34373", + "issue:34631", + "issue:35072", + "issue:36256", + "issue:36672", + "issue:36811", + "issue:51619", + "issue:52265", + "issue:53317", + "issue:53376", + "issue:53398", + "issue:53582", + "issue:53739", + "issue:53831", + "issue:54050", + "issue:57661", + "issue:61412", + "issue:61455", + "issue:62783", + "issue:63079", + "issue:63450", + "issue:63979", + "issue:64055", + "issue:64381", + "issue:64852", + "issue:65321", + "issue:65355", + "issue:66382", + "issue:66492", + "issue:66661", + "issue:66814", + "issue:67436", + "issue:67724", + "issue:67839", + "issue:67896", + "issue:67986", + "issue:68012", + "issue:68021", + "issue:68027", + "issue:68056", + "issue:68108", + "issue:68386", + "issue:68851" + ], + "soft_pairs": [ + "issue:67839|issue:68012", + "issue:68021|issue:68851", + "issue:61455|issue:67896", + "issue:53317|issue:54050", + "issue:35072|issue:67986", + "issue:36672|issue:53376", + "issue:62783|issue:64852", + "issue:63979|issue:64381", + "issue:66492|issue:68386", + "issue:68027|issue:68056", + "issue:53582|issue:67436", + "issue:34631|issue:66661", + "issue:33251|issue:33358", + "issue:52265|issue:57661", + "issue:53398|issue:64055", + "issue:53739|issue:53831", + "issue:63079|issue:63450", + "issue:33263|issue:34373", + "issue:36256|issue:67724", + "issue:65355|issue:68108", + "issue:51619|issue:65321", + "issue:32189|issue:61412", + "issue:34308|issue:36811", + "issue:66382|issue:66814" + ], + "prepared_review_unit_hash": "c3fa2e8622fae54f347dbf16141f649ff60efeb5d7d15537b054b8025d0cb3d1", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 35162, + "estimated_input_tokens": 8791, + "estimated_eval_tokens": 17838 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Most pairs are only superficially similar and should be kept separate; the only clear duplicate-like pair is the Control UI/webchat image upload failure.", + "confidence": 0.83, + "canonical_issue_reason": "issue:68851 is the best canonical issue for the accepted duplicate pair because it most completely describes the shared image-upload path: drag/drop and paste both fail, preview appears, and nothing is sent to the gateway.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:68851 is the strongest overall issue representative here: it is broad, user-facing, and has the clearest end-to-end symptom description for the shared webchat image-upload failure.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:67839", + "right": "issue:68012", + "accept": false, + "reason": "Both concern images, but one is local-file-path serialization to API providers while the other is custom-provider image attachment dropping; different failure points and likely different fixes." + }, + { + "left": "issue:68021", + "right": "issue:68851", + "accept": true, + "reason": "Same underlying webchat/control-ui image upload bug: preview appears, but the image never makes it to the gateway; these look mergeable into one issue." + }, + { + "left": "issue:61455", + "right": "issue:67896", + "accept": false, + "reason": "Both mention tool execution problems, but one is timeouts and the other is a missing exec result; not the same concrete code-path failure." + }, + { + "left": "issue:53317", + "right": "issue:54050", + "accept": false, + "reason": "Both involve OAuth/token handling, but one is stale startup cache overwriting a fresh token and the other is refresh_token_reused on Windows; too different to merge." + }, + { + "left": "issue:35072", + "right": "issue:67986", + "accept": false, + "reason": "Both mention gateway/health behavior, but one is a periodic idle health-monitor restart and the other is a mid-session wedge after a WhatsApp 408 recovery path; different bugs." + }, + { + "left": "issue:36672", + "right": "issue:53376", + "accept": false, + "reason": "One is a global invalid JSON payload regression, the other is a Feishu send-message 400 due to receive_id_type; unrelated request failures." + }, + { + "left": "issue:62783", + "right": "issue:64852", + "accept": false, + "reason": "Both are auth-related, but one is OpenRouter 401 user-not-found in isolated cron sessions and the other is google-vertex 401 CREDENTIALS_MISSING after an upgrade; not the same bug." + }, + { + "left": "issue:63979", + "right": "issue:64381", + "accept": false, + "reason": "One is streaming:true never clearing for the main session, the other excludes memory-kind plugins from startup; different subsystems and symptoms." + }, + { + "left": "issue:66492", + "right": "issue:68386", + "accept": false, + "reason": "Both involve async/heartbeat routing, but one sends a confused relay reply with missing context and the other routes completion notifications to the wrong session; not the same failure." + }, + { + "left": "issue:68027", + "right": "issue:68056", + "accept": false, + "reason": "One is browser attachOnly false failure despite healthy CDP, the other duplicates a WhatsApp media reply; unrelated behaviors." + }, + { + "left": "issue:53582", + "right": "issue:67436", + "accept": false, + "reason": "One is an iMessage self-chat NO_REPLY loop, the other is a gateway hot-reload loop corrupting manifest.db; same broad loop theme but different code paths." + }, + { + "left": "issue:34631", + "right": "issue:66661", + "accept": false, + "reason": "Both are 404s in routing, but one is a LINE webhook route restart issue and the other is external-plugin HTTP route registration; different route systems." + }, + { + "left": "issue:33251", + "right": "issue:33358", + "accept": false, + "reason": "Both involve local media paths, but they hit different providers and different access checks; not enough evidence of one shared underlying bug." + }, + { + "left": "issue:52265", + "right": "issue:57661", + "accept": false, + "reason": "One is CLI cron/gateway handshake timeout, the other is agent-to-agent session_send timeout; similar wording, but different operations and likely different causes." + }, + { + "left": "issue:53398", + "right": "issue:64055", + "accept": false, + "reason": "Both are port-in-use startup failures, but one is a misleading dual-stack listener message and the other is an arm64 restart port conflict; not the same bug." + }, + { + "left": "issue:53739", + "right": "issue:53831", + "accept": false, + "reason": "One is Feishu MI messages not responding after a plugin upgrade, the other is Discord module failing to start on Windows; different integrations and failure modes." + }, + { + "left": "issue:63079", + "right": "issue:63450", + "accept": false, + "reason": "One is Google Chat not responding due to audience validation, the other is a gateway sidecar startup delay from a chat.history WS request; unrelated." + }, + { + "left": "issue:33263", + "right": "issue:34373", + "accept": false, + "reason": "Both mention Telegram/web delivery symptoms, but one is webchat duplicate assistant replies and the other is intermittent Telegram DM delivery with empty bubbles; not the same bug." + }, + { + "left": "issue:36256", + "right": "issue:67724", + "accept": false, + "reason": "One is Telegram voice updates missing STT/transcription, the other is interactiveReplies clicks not waking the agent session; different event pipelines." + }, + { + "left": "issue:65355", + "right": "issue:68108", + "accept": false, + "reason": "Both are remote config/probe false-negatives, but one is a timeout cap on non-loopback probe targets and the other is a missing ssrfPolicy resolver default; different root causes." + }, + { + "left": "issue:51619", + "right": "issue:65321", + "accept": false, + "reason": "Both mention provider breakage, but one is mitmproxy integration LLM error and the other is built-in TTS still broken; no shared concrete code path." + }, + { + "left": "issue:32189", + "right": "issue:61412", + "accept": false, + "reason": "One is Discord reporting the wrong model, the other is MiniMax TTS provider registration/configuration; unrelated product areas." + }, + { + "left": "issue:34308", + "right": "issue:36811", + "accept": false, + "reason": "One is inter-session replies not delivered to a bound Telegram channel, the other leaks NO_REPLY as literal 'NO' to Telegram; different symptoms and fixes." + }, + { + "left": "issue:66382", + "right": "issue:66814", + "accept": false, + "reason": "One is a heartbeat exec-event relay prompt dropping the system-event body, the other is internal exec/heartbeat events leaking into the visible UI transcript; related domain, but not the same bug." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is well grounded in the packet and the conservative stance on the soft pairs is appropriate. The only accepted pair, issue:68021 with issue:68851, is strongly supported by the shared webchat image-upload symptom (preview shown, image not sent/no POST/no gateway attachment). The remaining pair rejections do not overstate similarity." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 142, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:29367", + "issue:30314", + "issue:30741", + "issue:32678", + "issue:32998", + "issue:34537", + "issue:34592", + "issue:50017", + "issue:51640", + "issue:53397", + "issue:53456", + "issue:53537", + "issue:53578", + "issue:53656", + "issue:53679", + "issue:53876", + "issue:53959", + "issue:54073", + "issue:57099", + "issue:58479", + "issue:59205", + "issue:62038", + "issue:62732", + "issue:63144", + "issue:63440", + "issue:63665", + "issue:63923", + "issue:64522", + "issue:64914", + "issue:65214", + "issue:65218", + "issue:65424", + "issue:65602", + "issue:66298", + "issue:66493", + "issue:66633", + "issue:67019", + "issue:67106", + "issue:67412", + "issue:67598", + "issue:68018", + "issue:68033", + "issue:68154", + "issue:68190", + "issue:68241", + "issue:68376", + "issue:68766", + "issue:68776" + ], + "soft_pairs": [ + "issue:66633|issue:68033", + "issue:63144|issue:66493", + "issue:65218|issue:65602", + "issue:29367|issue:68018", + "issue:30741|issue:68190", + "issue:67106|issue:67412", + "issue:53679|issue:59205", + "issue:30314|issue:67598", + "issue:53537|issue:53578", + "issue:53876|issue:57099", + "issue:62732|issue:63440", + "issue:65214|issue:68154", + "issue:50017|issue:68766", + "issue:34592|issue:62038", + "issue:53397|issue:53959", + "issue:63665|issue:64522", + "issue:66298|issue:68776", + "issue:63923|issue:64914", + "issue:51640|issue:53456", + "issue:32678|issue:53656", + "issue:32998|issue:34537", + "issue:54073|issue:68241", + "issue:58479|issue:68376", + "issue:65424|issue:67019" + ], + "prepared_review_unit_hash": "b8753d8c05901826dff307d051def2f13c54f57d077045e615ffe92f80b4debf", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 35609, + "estimated_input_tokens": 8903, + "estimated_eval_tokens": 18062 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This set is mostly a mix of unrelated issues with a few true duplicate-like pairs. The strongest matches are around web_fetch SSRF policy handling, compaction reserve-token propagation, QA-scenario dependency crashes, and OpenAI Codex provider auth/Cloudflare failures.", + "confidence": 0.78, + "canonical_issue_reason": "If one issue must anchor the duplicate cluster, issue 63144 is the cleanest representative: it has a precise, self-contained bug description and its soft pair (66493) clearly targets the same web_fetch policy behavior.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 63144 is the best overall issue candidate because it is concrete, actionable, and its paired report 66493 appears to describe the same underlying web_fetch fake-IP/SSRF policy bug.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:66633", + "right": "issue:68033", + "accept": true, + "reason": "Both report the openai-codex provider breaking after upgrade with Cloudflare/auth-related failures; they look like the same provider-side regression." + }, + { + "left": "issue:63144", + "right": "issue:66493", + "accept": true, + "reason": "Both are about web_fetch SSRF/policy gating under fake-IP/proxy environments, with the same allowRfc2544BenchmarkRange behavior at issue." + }, + { + "left": "issue:65218", + "right": "issue:65602", + "accept": true, + "reason": "Both point to reserveTokens/compaction settings being ignored or overwritten in the same compaction configuration path." + }, + { + "left": "issue:29367", + "right": "issue:68018", + "accept": false, + "reason": "Both involve subagent inheritance, but one is workspace inheritance and the other is deliveryContext/session routing to DM; different fields and likely different bugs." + }, + { + "left": "issue:30741", + "right": "issue:68190", + "accept": false, + "reason": "Discord attachment delivery failure and dropped chat messages during tool execution are different code paths and symptoms." + }, + { + "left": "issue:67106", + "right": "issue:67412", + "accept": false, + "reason": "Both are UI disappearance issues, but one is Safari-specific pre-tool text loss and the other is generic sent-message flicker; not clearly the same bug." + }, + { + "left": "issue:53679", + "right": "issue:59205", + "accept": false, + "reason": "Migration Assistant TMPDIR failure and Ollama Cloud 401 auth failure are unrelated regressions." + }, + { + "left": "issue:30314", + "right": "issue:67598", + "accept": false, + "reason": "Cron announce delivery to group chats and payload.model override being ignored are separate cron/session behavior bugs." + }, + { + "left": "issue:53537", + "right": "issue:53578", + "accept": false, + "reason": "Gemini thinking-loop-on-model-switch and OAuth slowness after upgrade are unrelated." + }, + { + "left": "issue:53876", + "right": "issue:57099", + "accept": false, + "reason": "Telegram configuration after upgrade and Ollama provider registration failure affect different providers and different failure modes." + }, + { + "left": "issue:62732", + "right": "issue:63440", + "accept": false, + "reason": "One is a config timeout setting being ignored; the other is session state not updating after a timeout. Related area, but not the same underlying bug." + }, + { + "left": "issue:65214", + "right": "issue:68154", + "accept": false, + "reason": "Bundled extension loading failure and a security-audit false positive about bundled plugins are different problems." + }, + { + "left": "issue:50017", + "right": "issue:68766", + "accept": false, + "reason": "Automatic model fallback on invalid model ID is unrelated to Discord ACP binding readiness hanging." + }, + { + "left": "issue:34592", + "right": "issue:62038", + "accept": false, + "reason": "Both mention gateway loops, but they involve different providers and distinct crash causes." + }, + { + "left": "issue:53397", + "right": "issue:53959", + "accept": false, + "reason": "Schema validation for a web_fetch config key is unrelated to OpenAI Codex tool execution failure." + }, + { + "left": "issue:63665", + "right": "issue:64522", + "accept": true, + "reason": "Both describe production failures caused by a hardcoded QA scenario dependency / missing QA scenario pack in the CLI/update path." + }, + { + "left": "issue:66298", + "right": "issue:68776", + "accept": false, + "reason": "One is /acp commands being swallowed by the LLM session; the other is a readiness hang for ACP Discord bindings. Different layers." + }, + { + "left": "issue:63923", + "right": "issue:64914", + "accept": false, + "reason": "Both concern compaction/context-window configuration, but one is auto-compaction trigger/summary sizing and the other is provider contextWindow being ignored when api is set; not enough to treat as one bug." + }, + { + "left": "issue:51640", + "right": "issue:53456", + "accept": false, + "reason": "ACP permissionMode forwarding and Claude Max OAuth-token authentication are different ACP/acpx issues." + }, + { + "left": "issue:32678", + "right": "issue:53656", + "accept": false, + "reason": "Feishu binding routing and Feishu card/media validation are separate plugin/message-format bugs." + }, + { + "left": "issue:32998", + "right": "issue:34537", + "accept": false, + "reason": "Both involve TUI response display, but only one explicitly ties the problem to missing tags; insufficient evidence they are the same bug." + }, + { + "left": "issue:54073", + "right": "issue:68241", + "accept": false, + "reason": "Both say 'Unknown model,' but they concern different models/providers and different catalog-registration problems." + }, + { + "left": "issue:58479", + "right": "issue:68376", + "accept": false, + "reason": "Approval consumption in exec and automatic restart when tool exec is needed are not clearly the same underlying approval-flow bug." + }, + { + "left": "issue:65424", + "right": "issue:67019", + "accept": false, + "reason": "Minimax image attachment dropping and GLM-4.7 garbled output are unrelated." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The cluster summary is grounded in the packet, and the accepted soft edges are conservative enough given the titles/body snippets. The strongest supported pairs are indeed the web_fetch SSRF policy cases, reserveTokens/compaction propagation, QA-scenario dependency failures, and the openai-codex Cloudflare/auth regressions. The rejected pairs also read conservatively distinct." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 143, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:30253", + "issue:30374", + "issue:31132", + "issue:32245", + "issue:32936", + "issue:33758", + "issue:35589", + "issue:35632", + "issue:43305", + "issue:50976", + "issue:51174", + "issue:53244", + "issue:53384", + "issue:53610", + "issue:53790", + "issue:53863", + "issue:53906", + "issue:53907", + "issue:53928", + "issue:53934", + "issue:61455", + "issue:62783", + "issue:63707", + "issue:64283", + "issue:64352", + "issue:64799", + "issue:64900", + "issue:65075", + "issue:65151", + "issue:65465", + "issue:65498", + "issue:65500", + "issue:65619", + "issue:66094", + "issue:66178", + "issue:66260", + "issue:66306", + "issue:66381", + "issue:66391", + "issue:66607", + "issue:66872", + "issue:66934", + "issue:66978", + "issue:67412", + "issue:67667", + "issue:68163", + "issue:68447" + ], + "soft_pairs": [ + "issue:66260|issue:66872", + "issue:53790|issue:53907", + "issue:64900|issue:66607", + "issue:30253|issue:64283", + "issue:35632|issue:66381", + "issue:43305|issue:66391", + "issue:65498|issue:66978", + "issue:31132|issue:63707", + "issue:53934|issue:65500", + "issue:66934|issue:67412", + "issue:30374|issue:53906", + "issue:61455|issue:66178", + "issue:53244|issue:53863", + "issue:65619|issue:66306", + "issue:33758|issue:35589", + "issue:50976|issue:53384", + "issue:32936|issue:68447", + "issue:53610|issue:65075", + "issue:32245|issue:53928", + "issue:51174|issue:67667", + "issue:53790|issue:64352", + "issue:62783|issue:65151", + "issue:64799|issue:66094", + "issue:65465|issue:68163" + ], + "prepared_review_unit_hash": "55f2fe567549134ac88f7d7bb8e846c8d2a811d890991a929ad82706c4a05128", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 24, + "serialized_chars": 35014, + "estimated_input_tokens": 8754, + "estimated_eval_tokens": 17764 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "The soft pairs are only superficially similar by keywords; they describe different products, channels, or failure modes, so this cluster does not look like a true duplicate set.", + "confidence": 0.93, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": null, + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:66260", + "right": "issue:66872", + "accept": false, + "reason": "One is about gateway startup skipping Codex harness activation; the other is about status JSON misreporting missingProviders for Codex models. Related area, but different bugs and different fixes." + }, + { + "left": "issue:53790", + "right": "issue:53907", + "accept": false, + "reason": "Webchat tool-execution reply delivery regression vs WhatsApp upgrade breakage. Same broad time window, but different channels and symptoms." + }, + { + "left": "issue:64900", + "right": "issue:66607", + "accept": false, + "reason": "Remote CDP profile health/state detection vs Control UI thinking dropdown default value. Both are UI/status issues, but not the same underlying defect." + }, + { + "left": "issue:30253", + "right": "issue:64283", + "accept": false, + "reason": "Vertex ADC passthrough for sub-agents vs gateway reinstall dropping GOOGLE_APPLICATION_CREDENTIALS. Both involve Google auth, but the failure modes and code paths differ." + }, + { + "left": "issue:35632", + "right": "issue:66381", + "accept": false, + "reason": "Telegram deleted reply tag bug vs WebChat message briefly disappearing after send. Different platforms and different UI behaviors." + }, + { + "left": "issue:43305", + "right": "issue:66391", + "accept": false, + "reason": "OpenAI Responses invalid input id after tool calls vs TUI tool calls failing because session ID does not exist. Both involve tool flow, but not the same error or path." + }, + { + "left": "issue:65498", + "right": "issue:66978", + "accept": false, + "reason": "Both mention lost completion/reply after interrupts or timeouts, but one is about main-session heartbeat/exec interrupts and the other is sessions_spawn(mode=run) timing out while child work continues. Too different to merge." + }, + { + "left": "issue:31132", + "right": "issue:63707", + "accept": false, + "reason": "Copilot token expiry/refresh problem vs exec allowlist race in exec-approvals.json. Both are long-running-session issues, but unrelated subsystems." + }, + { + "left": "issue:53934", + "right": "issue:65500", + "accept": false, + "reason": "URL corruption in web UI vs /models not showing custom models. Different feature areas and distinct defects." + }, + { + "left": "issue:66934", + "right": "issue:67412", + "accept": false, + "reason": "Sender label rendering bug vs sent message disappearing/reappearing. Both affect webchat presentation, but the underlying bugs are different." + }, + { + "left": "issue:30374", + "right": "issue:53906", + "accept": false, + "reason": "AWS Bedrock rate-limit failover vs a broader rate-limit cooldown cascade blocking recovery. Similar theme, but not the same concrete bug." + }, + { + "left": "issue:61455", + "right": "issue:66178", + "accept": false, + "reason": "Generic tool-calling timeout report vs LM Studio MCP tool block being printed raw instead of completed. One is timeout behavior, the other is malformed tool handling." + }, + { + "left": "issue:53244", + "right": "issue:53863", + "accept": false, + "reason": "Missing WhatsApp runtime modules in npm package vs missing dist/control-ui assets. Both are packaging omissions, but for different packages/assets." + }, + { + "left": "issue:65619", + "right": "issue:66306", + "accept": false, + "reason": "Gateway bind=loopback resolves to 0.0.0.0 vs macOS app stuck on health-check pending. One is bind/address resolution, the other is UI health-state synchronization." + }, + { + "left": "issue:33758", + "right": "issue:35589", + "accept": false, + "reason": "Streaming not shown in TUI for MiniMax-CN vs responses delivered to iMessage when deliveryContext persists. Different channels and different streaming/delivery problems." + }, + { + "left": "issue:50976", + "right": "issue:53384", + "accept": false, + "reason": "Slack multi-agent streaming routing bug vs partial streaming drops text block when assistant turn contains thinking,text. Both involve streaming, but one is routing to the wrong agent and the other is event parsing/rendering." + }, + { + "left": "issue:32936", + "right": "issue:68447", + "accept": false, + "reason": "LM Studio Jinja template misclassification vs provider-prefix model routing problem. Different causes and different code paths." + }, + { + "left": "issue:53610", + "right": "issue:65075", + "accept": false, + "reason": "Avatar endpoint 404 due to unserved path vs cron isolated session falling back to main workspace. Both involve path/workspace handling, but unrelated bugs." + }, + { + "left": "issue:32245", + "right": "issue:53928", + "accept": false, + "reason": "Vertex embedded runs null-object error vs Bedrock embedded runs failing to load credentials. Same embedded-run context, but distinct failures and providers." + }, + { + "left": "issue:51174", + "right": "issue:67667", + "accept": false, + "reason": "WhatsApp probe truncating allowFrom entries vs /status showing 0% context usage because totalTokens not saved. Different outputs and different state fields." + }, + { + "left": "issue:53790", + "right": "issue:64352", + "accept": false, + "reason": "Webchat tool reply delivery regression vs WhatsApp media send only delivers text. Both are delivery regressions, but on different channels and message types." + }, + { + "left": "issue:62783", + "right": "issue:65151", + "accept": false, + "reason": "OpenRouter auth 401 in isolated cron sessions vs orphaned session files not persisted. Both involve isolated cron, but auth and persistence are separate bugs." + }, + { + "left": "issue:64799", + "right": "issue:66094", + "accept": false, + "reason": "Volcengine model resolution failure vs pi-coding-agent ModelRegistry latency/timeouts. Both are model-registry issues, but the symptoms and fixes are different." + }, + { + "left": "issue:65465", + "right": "issue:68163", + "accept": false, + "reason": "Ollama compaction reserve config ignored vs fresh-install OpenRouter silence. Different model providers and different root causes." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 144, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:31481", + "issue:31959", + "issue:32753", + "issue:32947", + "issue:33650", + "issue:35227", + "issue:35306", + "issue:36056", + "issue:37307", + "issue:43305", + "issue:51099", + "issue:51716", + "issue:51810", + "issue:52605", + "issue:53138", + "issue:53284", + "issue:53431", + "issue:53647", + "issue:57738", + "issue:60913", + "issue:61589", + "issue:61915", + "issue:62819", + "issue:62880", + "issue:64036", + "issue:64480", + "issue:64748", + "issue:64900", + "issue:65182", + "issue:65431", + "issue:65600", + "issue:65721", + "issue:66008", + "issue:66050", + "issue:66288", + "issue:66318", + "issue:66424", + "issue:66784", + "issue:66879", + "issue:66989", + "issue:67247", + "issue:67502", + "issue:68026", + "issue:68073", + "issue:68182", + "issue:68245", + "issue:68394", + "issue:68413" + ], + "soft_pairs": [ + "issue:66288|issue:66879", + "issue:67502|issue:68394", + "issue:68182|issue:68245", + "issue:52605|issue:66989", + "issue:51716|issue:57738", + "issue:62880|issue:66008", + "issue:32753|issue:67247", + "issue:32947|issue:68026", + "issue:53431|issue:66050", + "issue:51099|issue:68073", + "issue:35227|issue:37307", + "issue:51810|issue:64748", + "issue:61915|issue:66784", + "issue:31959|issue:35306", + "issue:33650|issue:36056", + "issue:53284|issue:53647", + "issue:60913|issue:65431", + "issue:61589|issue:64900", + "issue:65600|issue:68413", + "issue:31481|issue:53138", + "issue:43305|issue:66424", + "issue:65721|issue:66318", + "issue:62819|issue:64480", + "issue:64036|issue:65182" + ], + "prepared_review_unit_hash": "3774b2a3411fbda7e10231d5169b27eea1d2779be3b78c1a07e03df86a6b0ceb", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 35321, + "estimated_input_tokens": 8831, + "estimated_eval_tokens": 17918 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Mostly heterogeneous issues; only the Comfy provider schema/validator reports look like the same underlying bug. All other soft pairs are different symptoms, surfaces, or products.", + "confidence": 0.89, + "canonical_issue_reason": "issue:61915 is the best anchor for the only real duplicate pair: it clearly describes the Comfy provider schema/runtime mismatch and the rejected keys, while 66784 is the same problem from a more generic validator-merging angle.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:61915 most fully captures the concrete failure mode and impact for the Comfy provider config bug, so it is the strongest representative issue in this set.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:66288", + "right": "issue:66879", + "accept": false, + "reason": "Both involve images, but one is Control UI image messages disappearing after reply and the other is Mac App images arriving as text only; different code paths and symptoms." + }, + { + "left": "issue:67502", + "right": "issue:68394", + "accept": false, + "reason": "Both mention disappearing/lost messages, but 67502 is lane-congestion/context corruption while 68394 is user image messages disappearing when the assistant response completes." + }, + { + "left": "issue:68182", + "right": "issue:68245", + "accept": false, + "reason": "Both affect reply flow, but one is heartbeat preemption and the other is Active Memory hanging until timeout; not the same underlying bug." + }, + { + "left": "issue:52605", + "right": "issue:66989", + "accept": false, + "reason": "Different integrations and failure modes: BlueBubbles webhook 404 after upgrade vs Slack Socket Mode receiving no inbound events." + }, + { + "left": "issue:51716", + "right": "issue:57738", + "accept": false, + "reason": "Both are inbound-message transport issues, but Signal SSE/Node 24 failures and Telegram long-polling group delivery are distinct." + }, + { + "left": "issue:62880", + "right": "issue:66008", + "accept": false, + "reason": "Telegram package publish missing a file is unrelated to whitespace in thinking-line rendering." + }, + { + "left": "issue:32753", + "right": "issue:67247", + "accept": false, + "reason": "Both involve command-menu behavior, but they are different commands/products with different failure modes." + }, + { + "left": "issue:32947", + "right": "issue:68026", + "accept": false, + "reason": "web_fetch outright fails in one report, while the other is an argument-validation loop; same tool family but not the same bug." + }, + { + "left": "issue:53431", + "right": "issue:66050", + "accept": false, + "reason": "Different subsystems: Feishu/WeCom-style WebSocket inbound messaging vs managed-browser CDP websocket reachability." + }, + { + "left": "issue:51099", + "right": "issue:68073", + "accept": false, + "reason": "Sandbox image missing python3 is unrelated to npm plugin install/update upgrade-path issues." + }, + { + "left": "issue:35227", + "right": "issue:37307", + "accept": false, + "reason": "One is a general unresponsive model/messages-not-saved report; the other is a Mistral scheduled-task error." + }, + { + "left": "issue:51810", + "right": "issue:64748", + "accept": false, + "reason": "Both mention doctor/config validation, but they concern different features and different mismatched names/paths." + }, + { + "left": "issue:61915", + "right": "issue:66784", + "accept": true, + "reason": "Same underlying Comfy provider bug: config schema/validator mismatch rejects runtime keys and blocks media workflows." + }, + { + "left": "issue:31959", + "right": "issue:35306", + "accept": false, + "reason": "Missing system.run.prepare on macOS is unrelated to screen_record/system.which failures." + }, + { + "left": "issue:33650", + "right": "issue:36056", + "accept": false, + "reason": "Both are browser/control issues, but one is CDP attach rejection and the other is gateway origin authorization." + }, + { + "left": "issue:53284", + "right": "issue:53647", + "accept": false, + "reason": "Both involve isolated cron sessions, but one is UI persistence of messages and the other is the cron run stopping after a yield boundary." + }, + { + "left": "issue:60913", + "right": "issue:65431", + "accept": false, + "reason": "Feature request for a new image-understanding model is not the same as a bug where an image-capable model is rejected despite config." + }, + { + "left": "issue:61589", + "right": "issue:64900", + "accept": false, + "reason": "Both involve CDP reachability, but one is browser-start detection with /json/version and the other is remote profile running-state detection with /json/list." + }, + { + "left": "issue:65600", + "right": "issue:68413", + "accept": false, + "reason": "Token freshness/compaction state is unrelated to Moonshot turn timeout before first chunk." + }, + { + "left": "issue:31481", + "right": "issue:53138", + "accept": false, + "reason": "Generic token missing vs WhatsApp plugin missing on clean install; too broad and not the same artifact." + }, + { + "left": "issue:43305", + "right": "issue:66424", + "accept": false, + "reason": "Both are session/item ID errors, but they affect different providers and error semantics, so they are not the same concrete bug." + }, + { + "left": "issue:65721", + "right": "issue:66318", + "accept": false, + "reason": "One is a bug about configuration self-destruction; the other is a feature request for configuration safety architecture." + }, + { + "left": "issue:62819", + "right": "issue:64480", + "accept": false, + "reason": "Different delivery stacks: isolated-session QQ cron delivery vs BlueBubbles send-method configuration." + }, + { + "left": "issue:64036", + "right": "issue:65182", + "accept": false, + "reason": "Trailing whitespace in chunking is unrelated to stripping tags from assistant output." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The analyst\u2019s summary is grounded in the packet and stays conservative. The only accepted soft pair, issue:61915 and issue:66784, is plausibly the same Comfy provider schema/validator mismatch and would be mergeable into one fix. The other pair rejections are appropriately cautious given the distinct products, subsystems, or failure modes described in the titles." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 145, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:30773", + "issue:30908", + "issue:31096", + "issue:33875", + "issue:34308", + "issue:35763", + "issue:39446", + "issue:50966", + "issue:51609", + "issue:51656", + "issue:52484", + "issue:53295", + "issue:53424", + "issue:53666", + "issue:53755", + "issue:53959", + "issue:53989", + "issue:57542", + "issue:61412", + "issue:62535", + "issue:62844", + "issue:62904", + "issue:63035", + "issue:63236", + "issue:63704", + "issue:64541", + "issue:64814", + "issue:65075", + "issue:65157", + "issue:65214", + "issue:65428", + "issue:65810", + "issue:66074", + "issue:66124", + "issue:66263", + "issue:66353", + "issue:66358", + "issue:66488", + "issue:66679", + "issue:66688", + "issue:66972", + "issue:67301", + "issue:67491", + "issue:67896", + "issue:68028", + "issue:68241", + "issue:68336" + ], + "soft_pairs": [ + "issue:34308|issue:66972", + "issue:51656|issue:62844", + "issue:63236|issue:67491", + "issue:33875|issue:53989", + "issue:50966|issue:63704", + "issue:66358|issue:67301", + "issue:51609|issue:53959", + "issue:31096|issue:53295", + "issue:65157|issue:65428", + "issue:53755|issue:66263", + "issue:62535|issue:66124", + "issue:30908|issue:68028", + "issue:52484|issue:64541", + "issue:53424|issue:65214", + "issue:35763|issue:63035", + "issue:66679|issue:67896", + "issue:30773|issue:65075", + "issue:53424|issue:62904", + "issue:39446|issue:65810", + "issue:66353|issue:66488", + "issue:66688|issue:68336", + "issue:53666|issue:61412", + "issue:64814|issue:68241", + "issue:57542|issue:66074" + ], + "prepared_review_unit_hash": "5c64cc8fd46f04499a9dbf7dcc7ed70393a944497c62d1264c343827e03d4274", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 24, + "serialized_chars": 34959, + "estimated_input_tokens": 8740, + "estimated_eval_tokens": 17736 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This cluster is mostly a set of unrelated bug reports. The only strong duplicate signal is issue 61412 \u2194 65214, and 65214 is the better canonical issue because it is newer, open, and more explicitly describes the extension-loading failure. All soft-similarity pairs look like different bugs and should be kept separate.", + "confidence": 0.89, + "canonical_issue_reason": "Issue 65214 is the best canonical issue: it has the explicit duplicate reference from 61412, is more detailed about the missing bundled extension / gateway-ready failure, and is the newer open report to track.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 65214 is the best overall issue in this cluster because it most clearly captures the actionable duplicate thread and has the richest diagnostic detail.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:34308", + "right": "issue:66972", + "accept": false, + "reason": "Both are session-related, but one is Telegram message delivery and the other is /new blocked by a stale ACP session; different failure modes." + }, + { + "left": "issue:51656", + "right": "issue:62844", + "accept": false, + "reason": "Different subsystems: image-tool routing vs Telegram loader/config-read failure." + }, + { + "left": "issue:63236", + "right": "issue:67491", + "accept": false, + "reason": "Both mention MiniMax images, but one is an iMessage API content-empty error and the other is missing URL-to-base64 conversion; not the same bug." + }, + { + "left": "issue:33875", + "right": "issue:53989", + "accept": false, + "reason": "Different providers and symptoms: Feishu send-layer silence vs Slack event dispatch regression." + }, + { + "left": "issue:50966", + "right": "issue:63704", + "accept": false, + "reason": "UI/provider-switch bug vs control-page raw/form mode syntax error; not the same code path." + }, + { + "left": "issue:66358", + "right": "issue:67301", + "accept": false, + "reason": "Both concern Dreaming sessions, but one is duplicate sessions after sweep and the other is LABEL reset after compaction/restart." + }, + { + "left": "issue:51609", + "right": "issue:53959", + "accept": false, + "reason": "Sandbox python3-missing error and tool-execution failure in Codex are unrelated." + }, + { + "left": "issue:31096", + "right": "issue:53295", + "accept": false, + "reason": "Telegram 403 send failure vs Feishu card-parameter requirement; different integrations and causes." + }, + { + "left": "issue:65157", + "right": "issue:65428", + "accept": false, + "reason": "Plugin-hook dispatch failure with claude-cli is unrelated to auth-epoch hashing of credentials." + }, + { + "left": "issue:53755", + "right": "issue:66263", + "accept": false, + "reason": "Model-list exposure bug and post-compaction context accounting bug are different issues." + }, + { + "left": "issue:62535", + "right": "issue:66124", + "accept": false, + "reason": "Both are config-related, but timezone validation and memory-core config rejection are distinct fields and failures." + }, + { + "left": "issue:30908", + "right": "issue:68028", + "accept": false, + "reason": "Duplicate plugin-id restart warning is unrelated to Tavily SecretRef runtime failure." + }, + { + "left": "issue:52484", + "right": "issue:64541", + "accept": false, + "reason": "Direct handoff timeout JSON leakage is a different problem from Ollama first-turn slowness/timeouts." + }, + { + "left": "issue:53424", + "right": "issue:65214", + "accept": false, + "reason": "Both involve extensions not loading, but different extensions and packaging paths; not the same underlying bug." + }, + { + "left": "issue:35763", + "right": "issue:63035", + "accept": false, + "reason": "Loopback approval behavior and pending.json UUID serialization are different layers of the pairing flow." + }, + { + "left": "issue:66679", + "right": "issue:67896", + "accept": false, + "reason": "Chat-triggered actions not executing is broader than exec tool returning no result; different symptoms." + }, + { + "left": "issue:30773", + "right": "issue:65075", + "accept": false, + "reason": "Both mention isolated cron sessions, but one is a write-tool false error and the other is wrong workspace selection." + }, + { + "left": "issue:53424", + "right": "issue:62904", + "accept": false, + "reason": "Different extension build/load failures: WhatsApp dist omission vs Telegram src-directory config load failure." + }, + { + "left": "issue:39446", + "right": "issue:65810", + "accept": false, + "reason": "EBUSY crash from cloud-sync on .openclaw is unrelated to model fallback on connection errors." + }, + { + "left": "issue:66353", + "right": "issue:66488", + "accept": false, + "reason": "Both are browser/CDP startup issues, but one is generic detection failure and the other is a Windows websocket timeout; not clearly the same bug." + }, + { + "left": "issue:66688", + "right": "issue:68336", + "accept": false, + "reason": "Ollama embedding-provider lookup failure and Ollama Cloud 404 on /btw side channel are different features and failures." + }, + { + "left": "issue:53666", + "right": "issue:61412", + "accept": false, + "reason": "Memory-index chunk regression and MiniMax TTS provider registration failure are unrelated." + }, + { + "left": "issue:64814", + "right": "issue:68241", + "accept": false, + "reason": "Null pluginConfig in extension register() is unrelated to an unknown-model rejection." + }, + { + "left": "issue:57542", + "right": "issue:66074", + "accept": false, + "reason": "Google Chat auth principal mismatch and browser SSRF IP-literal policy are unrelated bugs." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 146, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:30704", + "issue:30981", + "issue:31038", + "issue:31096", + "issue:31260", + "issue:33943", + "issue:34247", + "issue:34353", + "issue:36672", + "issue:37303", + "issue:43680", + "issue:49784", + "issue:51505", + "issue:51780", + "issue:51810", + "issue:52175", + "issue:53140", + "issue:53168", + "issue:53247", + "issue:53469", + "issue:53687", + "issue:56920", + "issue:60970", + "issue:62409", + "issue:62472", + "issue:62783", + "issue:62995", + "issue:63937", + "issue:63991", + "issue:64111", + "issue:64256", + "issue:64497", + "issue:64844", + "issue:65510", + "issue:65514", + "issue:65581", + "issue:65600", + "issue:65657", + "issue:65840", + "issue:66740", + "issue:66773", + "issue:67412", + "issue:67806", + "issue:67875", + "issue:67984", + "issue:68073", + "issue:68237", + "issue:68344" + ], + "soft_pairs": [ + "issue:60970|issue:63991", + "issue:64111|issue:68344", + "issue:31038|issue:53247", + "issue:31260|issue:34353", + "issue:33943|issue:65657", + "issue:49784|issue:51505", + "issue:53140|issue:67875", + "issue:53469|issue:56920", + "issue:64256|issue:64844", + "issue:67412|issue:67806", + "issue:67984|issue:68073", + "issue:37303|issue:63937", + "issue:51810|issue:68237", + "issue:62783|issue:62995", + "issue:62472|issue:66740", + "issue:51505|issue:65514", + "issue:52175|issue:64497", + "issue:65510|issue:66773", + "issue:30704|issue:62409", + "issue:30981|issue:36672", + "issue:65581|issue:65600", + "issue:31096|issue:34247", + "issue:43680|issue:64844", + "issue:51780|issue:53168", + "issue:53687|issue:65840" + ], + "prepared_review_unit_hash": "a853c3ecd0b0a2b2acf63156e089bde32aa06abbefe113536c1359ed8e1f8357", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 25, + "serialized_chars": 35215, + "estimated_input_tokens": 8804, + "estimated_eval_tokens": 17864 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Mostly a heterogeneous cluster. The clearest duplicate family is the SecretRef / early-secret-resolution crash reports, and there is also one likely message-leak family; the rest only share broad subsystem similarity and should stay separate.", + "confidence": 0.71, + "canonical_issue_reason": "Issue 37303 is the broadest, highest-signal representative of the strongest duplicate family here: SecretRef/exec-secret resolution causing onboarding or CLI crashes across multiple channel tokens.", + "canonical_pr_reason": null, + "best_issue_reason": "37303 is the best global issue representative because it spans multiple channels (telegram/slack/discord) and has the clearest shared root cause among the near-duplicates.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:60970", + "right": "issue:63991", + "accept": false, + "reason": "Both concern sessions, but one is a silent acpx session-creation failure and the other is a null sessionDir/prompt lookup problem; too different to be the same bug." + }, + { + "left": "issue:64111", + "right": "issue:68344", + "accept": false, + "reason": "Both mention Ollama, but one is image-tool vision access and the other is broader context-window/tool-support behavior; not the same concrete bug." + }, + { + "left": "issue:31038", + "right": "issue:53247", + "accept": false, + "reason": "Plugin hook firing and WhatsApp plugin crash are different failure modes with different code paths." + }, + { + "left": "issue:31260", + "right": "issue:34353", + "accept": false, + "reason": "Discord offline status and requireMention behavior are unrelated symptoms; no sign of a shared root cause." + }, + { + "left": "issue:33943", + "right": "issue:65657", + "accept": false, + "reason": "Feishu message-response failure and Telegram history labeling are different channel-specific bugs." + }, + { + "left": "issue:49784", + "right": "issue:51505", + "accept": false, + "reason": "CLI file upload to Teams and WebSocket streaming event forwarding are unrelated features." + }, + { + "left": "issue:53140", + "right": "issue:67875", + "accept": false, + "reason": "WhatsApp auto-reply takeover and models.json baseUrl rewriting are clearly unrelated." + }, + { + "left": "issue:53469", + "right": "issue:56920", + "accept": false, + "reason": "Private network access support and custom inference servers are different feature requests, not the same change." + }, + { + "left": "issue:64256", + "right": "issue:64844", + "accept": false, + "reason": "Wrong-session routing in TUI and wrong default model injection in /new are separate configuration bugs." + }, + { + "left": "issue:67412", + "right": "issue:67806", + "accept": false, + "reason": "Both are Control UI render issues, but one is transient disappearance and the other is no render until refresh; not enough evidence of one root cause." + }, + { + "left": "issue:67984", + "right": "issue:68073", + "accept": false, + "reason": "General npm install failure and broken plugin upgrade path are related only at a very high level." + }, + { + "left": "issue:37303", + "right": "issue:63937", + "accept": true, + "reason": "Both report SecretRef/exec-secret resolution happening too early and crashing CLI or onboarding flows; they look like the same underlying secret-resolution bug." + }, + { + "left": "issue:51810", + "right": "issue:68237", + "accept": false, + "reason": "Both are in the SecretRef regression family, but the affected flows differ enough (doctor/update vs Slack runtime snapshot/reply) that they do not clearly look like one duplicate bug." + }, + { + "left": "issue:62783", + "right": "issue:62995", + "accept": false, + "reason": "Different auth/provider problems: OpenRouter isolated-cron auth vs Bedrock/aws-sdk instance-role key lookup." + }, + { + "left": "issue:62472", + "right": "issue:66740", + "accept": false, + "reason": "One is incorrect persistence of context-window state across providers; the other is a Google model metadata display issue." + }, + { + "left": "issue:51505", + "right": "issue:65514", + "accept": false, + "reason": "WebSocket thinking-stream forwarding and MiniMax tokenBudget forwarding are different data paths with different effects." + }, + { + "left": "issue:52175", + "right": "issue:64497", + "accept": false, + "reason": "Missing session registration in sessions.json and failure to spawn after inactivity are separate lifecycle bugs." + }, + { + "left": "issue:65510", + "right": "issue:66773", + "accept": false, + "reason": "Firecrawl SecretRef handling and plaintext token leakage in gateway RPC are unrelated bugs." + }, + { + "left": "issue:30704", + "right": "issue:62409", + "accept": true, + "reason": "Both describe hidden/internal assistant text leaking into user-visible chat messages; same bug class and plausibly one fix." + }, + { + "left": "issue:30981", + "right": "issue:36672", + "accept": false, + "reason": "Signal group admin setting propagation and invalid JSON payload errors are unrelated." + }, + { + "left": "issue:65581", + "right": "issue:65600", + "accept": false, + "reason": "Duplicate Discord replies and stale totalTokensFresh compaction state are different bugs." + }, + { + "left": "issue:31096", + "right": "issue:34247", + "accept": false, + "reason": "Telegram send permissions/403 and unresolved botToken variables are different failure modes." + }, + { + "left": "issue:43680", + "right": "issue:64844", + "accept": false, + "reason": "Ignored agent model settings and /new session using the wrong model are related only at the configuration level, not the same concrete bug." + }, + { + "left": "issue:51780", + "right": "issue:53168", + "accept": false, + "reason": "Stuck running indicator and WebSocket handshake timeout are not the same underlying issue." + }, + { + "left": "issue:53687", + "right": "issue:65840", + "accept": false, + "reason": "Missing media-understanding provider and unknown registered image model are distinct image-tool problems." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet and stays conservative overall. The two accepted pairs are reasonably supported by their titles/body summaries as same-bug families, and the rejected pairs are mostly kept separate unless the evidence points more strongly. No obvious overstatement or mergeability issue here." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 147, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:32048", + "issue:32252", + "issue:34353", + "issue:35656", + "issue:36134", + "issue:51036", + "issue:51168", + "issue:52677", + "issue:53231", + "issue:53566", + "issue:53591", + "issue:53679", + "issue:53689", + "issue:53745", + "issue:53864", + "issue:55343", + "issue:55790", + "issue:59405", + "issue:61137", + "issue:63572", + "issue:64067", + "issue:64174", + "issue:64480", + "issue:64525", + "issue:64900", + "issue:65086", + "issue:65314", + "issue:65666", + "issue:65760", + "issue:65834", + "issue:65890", + "issue:65921", + "issue:66097", + "issue:66306", + "issue:66588", + "issue:66766", + "issue:66860", + "issue:67151", + "issue:67248", + "issue:67469", + "issue:67724", + "issue:67737", + "issue:67786", + "issue:67955", + "issue:68101", + "issue:68413", + "issue:68766" + ], + "soft_pairs": [ + "issue:65086|issue:65760", + "issue:32048|issue:53745", + "issue:53679|issue:63572", + "issue:53864|issue:68766", + "issue:35656|issue:67955", + "issue:55343|issue:67151", + "issue:51168|issue:67724", + "issue:64900|issue:66306", + "issue:53689|issue:64067", + "issue:59405|issue:64174", + "issue:64525|issue:67737", + "issue:61137|issue:66588", + "issue:34353|issue:65314", + "issue:66860|issue:67248", + "issue:32252|issue:64480", + "issue:53566|issue:67469", + "issue:53231|issue:65890", + "issue:53679|issue:65921", + "issue:65666|issue:67786", + "issue:36134|issue:66766", + "issue:51036|issue:52677", + "issue:53591|issue:68413", + "issue:65834|issue:66097", + "issue:55790|issue:65086", + "issue:65890|issue:68101" + ], + "prepared_review_unit_hash": "b1b7c22405a02330890e0f5f842301463e41a5720bde3c1168ed30da905e8e8d", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 25, + "serialized_chars": 35215, + "estimated_input_tokens": 8804, + "estimated_eval_tokens": 17864 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "The soft pairs are broad-similarity false positives: they span unrelated bugs across Telegram, Discord, Feishu, memory, model routing, CDP, auth, and session spawning. I would not merge any of these into duplicate groups based on the available evidence.", + "confidence": 0.94, + "canonical_issue_reason": "No single canonical issue is justified here; the candidates are heterogeneous and do not appear to describe the same underlying bug.", + "canonical_pr_reason": null, + "best_issue_reason": "No global best issue stands out as a representative duplicate target, because the cluster does not cohere around one defect or code path.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:65086", + "right": "issue:65760", + "accept": false, + "reason": "Both mention fallback behavior, but one is about child subagents ignoring a model override and the other is about preserving the original prompt during retry; different bugs and likely different fixes." + }, + { + "left": "issue:32048", + "right": "issue:53745", + "accept": false, + "reason": "Both involve Telegram polling stopping, but the triggers differ sharply: Android/Termux under load vs freezes after nested subagent activity." + }, + { + "left": "issue:53679", + "right": "issue:63572", + "accept": false, + "reason": "Both are path-related, but one is a hardcoded TMPDIR in a LaunchAgent and the other is missing cross-OS workspace path rewriting after migration." + }, + { + "left": "issue:53864", + "right": "issue:68766", + "accept": false, + "reason": "Completely different subsystems: MCP startup availability vs Feishu WebSocket token refresh recovery." + }, + { + "left": "issue:35656", + "right": "issue:67955", + "accept": false, + "reason": "Feishu log refresh behavior and Slack route returning 404 are unrelated failure modes." + }, + { + "left": "issue:55343", + "right": "issue:67151", + "accept": false, + "reason": "Conversation history persistence and Discord URL stripping are different data-loss bugs in different pipelines." + }, + { + "left": "issue:51168", + "right": "issue:67724", + "accept": false, + "reason": "Both are event/handler-related, but one is inbound WebSocket handler failure with no auto-reply and the other is button clicks not dispatching to wake a session." + }, + { + "left": "issue:64900", + "right": "issue:66306", + "accept": false, + "reason": "Both report status checks saying 'not running' / pending while something is live, but one is remote CDP profile detection and the other is macOS gateway health reporting." + }, + { + "left": "issue:53689", + "right": "issue:64067", + "accept": false, + "reason": "A missing model name and a missing QA scenario pack are unrelated lookup failures." + }, + { + "left": "issue:59405", + "right": "issue:64174", + "accept": false, + "reason": "Telegram tool output truncation and OAuth 403 HTML are different code paths and symptoms." + }, + { + "left": "issue:64525", + "right": "issue:67737", + "accept": false, + "reason": "Both are hook dispatch bugs, but they affect different hooks and channels; the evidence is too generic to say it's the same defect." + }, + { + "left": "issue:61137", + "right": "issue:66588", + "accept": false, + "reason": "An intermittent JSON parse error on arm64 is unrelated to browser plugin launch fallback on Raspberry Pi." + }, + { + "left": "issue:34353", + "right": "issue:65314", + "accept": false, + "reason": "Discord requireMention misbehavior and Ollama timeouts are unrelated." + }, + { + "left": "issue:66860", + "right": "issue:67248", + "accept": false, + "reason": "Both involve session spawn/recovery, but one is missing-session-entry pruning restart recovery and the other is ACP-only streamTo failure under GPT-5.4." + }, + { + "left": "issue:32252", + "right": "issue:64480", + "accept": false, + "reason": "Different plugins and different delivery failures: Nostr DM delivery vs BlueBubbles send-method configuration." + }, + { + "left": "issue:53566", + "right": "issue:67469", + "accept": false, + "reason": "Unknown Gemini model rejection and missing transcript persistence are unrelated." + }, + { + "left": "issue:53231", + "right": "issue:65890", + "accept": false, + "reason": "Both touch memory, but one is status/search scope handling and the other is managed-collection backend fallback; not the same bug." + }, + { + "left": "issue:53679", + "right": "issue:65921", + "accept": false, + "reason": "Both mention path resolution after update/migration, but they concern different executables and different broken paths." + }, + { + "left": "issue:65666", + "right": "issue:67786", + "accept": false, + "reason": "An iframe auth-token propagation issue is not the same as Google Chat webhook JWT validation returning 401." + }, + { + "left": "issue:36134", + "right": "issue:66766", + "accept": false, + "reason": "Model fallback on subagent spawn and incorrect session context-limit display are unrelated." + }, + { + "left": "issue:51036", + "right": "issue:52677", + "accept": false, + "reason": "Custom OpenAI-compatible provider payload/usage failure and Gemini web_search/web_fetch availability are different issues." + }, + { + "left": "issue:53591", + "right": "issue:68413", + "accept": false, + "reason": "Both mention Moonshot/Kimi models, but one is empty tool-call args from payload compatibility and the other is a timeout before first chunk." + }, + { + "left": "issue:65834", + "right": "issue:66097", + "accept": false, + "reason": "Cron reconciliation reporting unavailable and custom CDP profile 'not running' are unrelated availability checks." + }, + { + "left": "issue:55790", + "right": "issue:65086", + "accept": false, + "reason": "Both involve sessions_spawn subagents, but one is about inherited thinking defaults and the other about model override/fallback; different concrete problems." + }, + { + "left": "issue:65890", + "right": "issue:68101", + "accept": false, + "reason": "Managed memory collection fallback and relative workflow file path parsing are unrelated." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 148, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:28834", + "issue:30350", + "issue:31382", + "issue:31704", + "issue:32296", + "issue:32807", + "issue:34537", + "issue:35095", + "issue:35656", + "issue:37040", + "issue:47563", + "issue:50999", + "issue:51084", + "issue:51656", + "issue:51815", + "issue:53318", + "issue:53512", + "issue:53858", + "issue:56957", + "issue:62272", + "issue:63661", + "issue:63946", + "issue:64235", + "issue:64555", + "issue:64566", + "issue:64603", + "issue:64752", + "issue:64984", + "issue:65208", + "issue:65236", + "issue:65304", + "issue:65450", + "issue:65565", + "issue:65619", + "issue:65694", + "issue:66046", + "issue:66153", + "issue:66624", + "issue:66752", + "issue:66763", + "issue:66766", + "issue:66784", + "issue:66925", + "issue:67378", + "issue:67779", + "issue:68241", + "issue:68344" + ], + "soft_pairs": [ + "issue:32807|issue:37040", + "issue:64566|issue:66784", + "issue:34537|issue:51656", + "issue:28834|issue:64752", + "issue:50999|issue:53858", + "issue:65208|issue:66763", + "issue:31382|issue:66752", + "issue:53318|issue:65304", + "issue:62272|issue:64603", + "issue:65236|issue:65450", + "issue:66766|issue:68241", + "issue:56957|issue:66046", + "issue:32296|issue:63661", + "issue:51815|issue:64235", + "issue:30350|issue:35656", + "issue:31704|issue:66153", + "issue:35095|issue:66046", + "issue:51084|issue:66624", + "issue:53512|issue:68344", + "issue:63946|issue:66925", + "issue:64984|issue:65694", + "issue:64555|issue:67378", + "issue:65565|issue:67779", + "issue:47563|issue:65619" + ], + "prepared_review_unit_hash": "b3f943c8fc2f86bd5010feae0b9481281dcf647ff2c5ae0836636373c2c3e217", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 24, + "serialized_chars": 34721, + "estimated_input_tokens": 8681, + "estimated_eval_tokens": 17618 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Two soft pairs look like true duplicates: the memory capability/wiki-bridge regression pair and the MCP subprocess leak pair. The rest are similarity-only matches across different products, platforms, or failure modes.", + "confidence": 0.91, + "canonical_issue_reason": "No single canonical exists for the whole set because the items split into unrelated bug themes; if one representative must be chosen, issue #66925 is the strongest root-cause issue because it names the overwrite-only memory registration bug that explains the downstream wiki-bridge import failure.", + "canonical_pr_reason": null, + "best_issue_reason": "#66925 is the best issue representative overall among the accepted duplicates: it is specific, root-cause oriented, and clearly explains the user-visible symptom. #65694 is also a valid representative for the separate MCP leak subcluster.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:32807", + "right": "issue:37040", + "accept": false, + "reason": "Both are bot/session visibility problems, but one is browser-tools/session-state loss and the other is no visible reply; not the same concrete bug." + }, + { + "left": "issue:64566", + "right": "issue:66784", + "accept": false, + "reason": "Both mention provider config/schema, but one is a docs/schema mismatch and the other is a runtime validator bug for Comfy plugins; too different to merge." + }, + { + "left": "issue:34537", + "right": "issue:51656", + "accept": false, + "reason": "TUI final-tag rendering failure and image-tool fallback routing are different code paths and symptoms." + }, + { + "left": "issue:28834", + "right": "issue:64752", + "accept": false, + "reason": "Slack duplicate responses from message_changed events is unrelated to Telegram reaction events not triggering a turn." + }, + { + "left": "issue:50999", + "right": "issue:53858", + "accept": false, + "reason": "Both are restart loops, but they affect different channels (Telegram vs Nostr) and have different failure mechanisms." + }, + { + "left": "issue:65208", + "right": "issue:66763", + "accept": false, + "reason": "Both involve macOS Chrome debugging, but one is launch-time flag propagation and the other is existing-session attach behavior; not the same bug." + }, + { + "left": "issue:31382", + "right": "issue:66752", + "accept": false, + "reason": "Both are global-install/update failures, but the errors and causes differ: root-path detection vs missing bundled module on ARM64." + }, + { + "left": "issue:53318", + "right": "issue:65304", + "accept": false, + "reason": "Feishu card/schema incompatibility is not the same as a Windows-wide missing-parameter failure across all tools." + }, + { + "left": "issue:62272", + "right": "issue:64603", + "accept": false, + "reason": "A missing bundled module on update and a punycode deprecation warning are unrelated." + }, + { + "left": "issue:65236", + "right": "issue:65450", + "accept": false, + "reason": "MiniMax endpoint regression and image-tool unknown-model handling are different provider issues." + }, + { + "left": "issue:66766", + "right": "issue:68241", + "accept": false, + "reason": "Both concern Anthropic model metadata, but one is a context-window display bug and the other is model rejection/allowlisting." + }, + { + "left": "issue:56957", + "right": "issue:66046", + "accept": false, + "reason": "WhatsApp group-policy regression and Google Vertex 401 auth failures are unrelated." + }, + { + "left": "issue:32296", + "right": "issue:63661", + "accept": false, + "reason": "Replying to the wrong prior message is not the same as context overflow producing zero payloads and an infinite spinner." + }, + { + "left": "issue:51815", + "right": "issue:64235", + "accept": false, + "reason": "Telegram plugin load failure and Telegram sendMessage network failure are different failure modes." + }, + { + "left": "issue:30350", + "right": "issue:35656", + "accept": false, + "reason": "Webchat title flicker and Feishu log refresh are unrelated UI vs logging behaviors." + }, + { + "left": "issue:31704", + "right": "issue:66153", + "accept": false, + "reason": "Both are WhatsApp-related, but one is identity confusion between people and the other is self-mode interfering with Meta AI chat." + }, + { + "left": "issue:35095", + "right": "issue:66046", + "accept": false, + "reason": "Both are 401 errors, but one is Google Chat inbound webhook auth and the other is Google Vertex model auth; different endpoints and causes." + }, + { + "left": "issue:51084", + "right": "issue:66624", + "accept": false, + "reason": "Feishu document-reading regression and onboarding channel-selection trim error are unrelated." + }, + { + "left": "issue:53512", + "right": "issue:68344", + "accept": false, + "reason": "Agent-switch behavior under context saturation and Ollama context/tool support issues are not the same code-path bug." + }, + { + "left": "issue:63946", + "right": "issue:66925", + "accept": true, + "reason": "These describe the same memory-capability regression: the bridge import returns 0 artifacts because memory capability registration overwrites publicArtifacts." + }, + { + "left": "issue:64984", + "right": "issue:65694", + "accept": true, + "reason": "Both describe the same MCP subprocess leak/orphaning problem causing memory exhaustion and hanging commands; one is just a reconnect-specific repro." + }, + { + "left": "issue:64555", + "right": "issue:67378", + "accept": false, + "reason": "Profile-boundary credential leakage and ghost chats from LID\u2192PN resolution are different WhatsApp bugs." + }, + { + "left": "issue:65565", + "right": "issue:67779", + "accept": false, + "reason": "Default-agent config validation and multi-agent webchat rendering problems are unrelated." + }, + { + "left": "issue:47563", + "right": "issue:65619", + "accept": false, + "reason": "Sharp build failure on macOS arm64 and gateway bind=loopback resolving to 0.0.0.0 are unrelated platform issues." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet and stays conservative. The two accepted duplicate pairs are well supported by the titles: the memory-capability/wiki-bridge issues and the MCP subprocess leak issues look like the same bugfixes, and the rest of the soft pairs are reasonably rejected as similar-but-distinct. The canonical-issue note is also appropriately cautious given the set splits into separate themes." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 149, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:29809", + "issue:31098", + "issue:32252", + "issue:32400", + "issue:32678", + "issue:32808", + "issue:32947", + "issue:33263", + "issue:34610", + "issue:35023", + "issue:37344", + "issue:37388", + "issue:51158", + "issue:51609", + "issue:51794", + "issue:52173", + "issue:52324", + "issue:53140", + "issue:53322", + "issue:53582", + "issue:62783", + "issue:64017", + "issue:64036", + "issue:64464", + "issue:64523", + "issue:64729", + "issue:64793", + "issue:65052", + "issue:65078", + "issue:65247", + "issue:65314", + "issue:65315", + "issue:65327", + "issue:65343", + "issue:65524", + "issue:65595", + "issue:65663", + "issue:66082", + "issue:66121", + "issue:66263", + "issue:66381", + "issue:67093", + "issue:67216", + "issue:67527", + "issue:68073", + "issue:68508", + "issue:8731" + ], + "soft_pairs": [ + "issue:32808|issue:64464", + "issue:65327|issue:67216", + "issue:32252|issue:51158", + "issue:65314|issue:65343", + "issue:29809|issue:34610", + "issue:65315|issue:67093", + "issue:66381|issue:8731", + "issue:33263|issue:53322", + "issue:64036|issue:66082", + "issue:64036|issue:68073", + "issue:65078|issue:65247", + "issue:37388|issue:65524", + "issue:64729|issue:66121", + "issue:65052|issue:66263", + "issue:51609|issue:62783", + "issue:32947|issue:37344", + "issue:35023|issue:65663", + "issue:52324|issue:53582", + "issue:32400|issue:64793", + "issue:64017|issue:64464", + "issue:32678|issue:53140", + "issue:31098|issue:51794", + "issue:33263|issue:64523", + "issue:52173|issue:65595", + "issue:67527|issue:68508" + ], + "prepared_review_unit_hash": "ef23c76adf5f2ef2321fbafaad913c1e1116b6cc12c13b87d0d32f98c6b8b2a9", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 25, + "serialized_chars": 34896, + "estimated_input_tokens": 8724, + "estimated_eval_tokens": 17704 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This set is not one cohesive duplicate cluster; it contains several unrelated bug families. I only accepted the pairs that look like the same underlying bug, mostly around webchat transcript leakage/mirroring, history replay for reasoning/thinking blocks, and Ollama timeout handling.", + "confidence": 0.83, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": null, + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:32808", + "right": "issue:64464", + "accept": false, + "reason": "Different startup failures in different subsystems: Feishu on WSL2 vs Chrome DISPLAY setup." + }, + { + "left": "issue:65327", + "right": "issue:67216", + "accept": false, + "reason": "Both mention SSRF/allowPrivateNetwork, but they affect different features and code paths." + }, + { + "left": "issue:32252", + "right": "issue:51158", + "accept": false, + "reason": "Different plugins and symptoms: Nostr DM delivery vs Matrix inbound routing." + }, + { + "left": "issue:65314", + "right": "issue:65343", + "accept": true, + "reason": "Both report Ollama requests timing out; one is agent mode and the other is general provider timeout handling, likely the same bug." + }, + { + "left": "issue:29809", + "right": "issue:34610", + "accept": false, + "reason": "Gateway origin/CORS error vs a mixed report about update status, restart notification, and browser-tab cleanup." + }, + { + "left": "issue:65315", + "right": "issue:67093", + "accept": false, + "reason": "Different surfaces and behaviors: webchat runtime leakage vs Discord raw tool-call syntax leakage." + }, + { + "left": "issue:66381", + "right": "issue:8731", + "accept": false, + "reason": "Both involve delayed UI behavior, but the underlying bugs are different message-flow issues." + }, + { + "left": "issue:33263", + "right": "issue:53322", + "accept": false, + "reason": "Transcript duplication in webchat is not the same as browser-tool execution ordering before reply generation." + }, + { + "left": "issue:64036", + "right": "issue:66082", + "accept": false, + "reason": "Unrelated: a whitespace bug in chunking vs missing exported artifacts in memory-wiki bridge mode." + }, + { + "left": "issue:64036", + "right": "issue:68073", + "accept": false, + "reason": "Completely different bugs: text chunk formatting vs plugin upgrade path." + }, + { + "left": "issue:65078", + "right": "issue:65247", + "accept": false, + "reason": "Both are transcript/UI issues, but one is missing visibility and the other is synthetic-message leakage during replay." + }, + { + "left": "issue:37388", + "right": "issue:65524", + "accept": false, + "reason": "Log rotation bug and deleted-agent-session access are unrelated." + }, + { + "left": "issue:64729", + "right": "issue:66121", + "accept": false, + "reason": "Both are config-validation complaints, but one is stale plugin IDs and the other is a false empty-allow-list report." + }, + { + "left": "issue:65052", + "right": "issue:66263", + "accept": false, + "reason": "Different Codex features: vision-turn stalling vs post-compaction context accounting." + }, + { + "left": "issue:51609", + "right": "issue:62783", + "accept": false, + "reason": "Sandbox python3 missing is unrelated to OpenRouter auth in cron sessions." + }, + { + "left": "issue:32947", + "right": "issue:37344", + "accept": false, + "reason": "Both say 'fetch failed', but they involve different request paths and different products." + }, + { + "left": "issue:35023", + "right": "issue:65663", + "accept": true, + "reason": "Both point to replay/history handling of thinking/reasoning blocks before tool calls, causing provider/session failures." + }, + { + "left": "issue:52324", + "right": "issue:53582", + "accept": false, + "reason": "General input-buffer behavior is not the same as an iMessage self-chat loop causing NO_REPLY." + }, + { + "left": "issue:32400", + "right": "issue:64793", + "accept": false, + "reason": "Both hang the UI, but the triggers differ: websocket disconnect during streaming vs agent timeout not surfaced." + }, + { + "left": "issue:64017", + "right": "issue:64464", + "accept": false, + "reason": "Different spawn failures: Discord conversation binding vs Chrome DISPLAY initialization." + }, + { + "left": "issue:32678", + "right": "issue:53140", + "accept": false, + "reason": "Different integrations and failure modes: Feishu routing config vs WhatsApp auto-reply takeover." + }, + { + "left": "issue:31098", + "right": "issue:51794", + "accept": false, + "reason": "Both involve channel tokens, but Telegram botToken parsing and Discord secretref-env resolution are distinct bugs." + }, + { + "left": "issue:33263", + "right": "issue:64523", + "accept": true, + "reason": "Both describe the same webchat/control transcript mirror bug where assistant output is re-injected into the visible conversation." + }, + { + "left": "issue:52173", + "right": "issue:65595", + "accept": false, + "reason": "Provider-prefix handling bugs in different areas are not the same code-path problem." + }, + { + "left": "issue:67527", + "right": "issue:68508", + "accept": true, + "reason": "Both describe async/system messages leaking into user-visible webchat bubbles or transcript after execution." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet, and the accepted soft edges stay within conservative bounds: the webchat/transcript-leak pairs, the reasoning/thinking history-replay pair, and the Ollama timeout pair all have clear topical overlap in the titles. The rejected pairs are also appropriately separated by subsystem or symptom. No mergeability issue applies here since these are issue pairs, not PR pairs." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 150, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:30314", + "issue:32633", + "issue:32812", + "issue:35039", + "issue:36263", + "issue:36672", + "issue:47563", + "issue:49705", + "issue:51056", + "issue:51357", + "issue:51468", + "issue:51569", + "issue:52162", + "issue:52488", + "issue:53140", + "issue:53579", + "issue:53618", + "issue:53928", + "issue:60004", + "issue:62868", + "issue:63157", + "issue:63572", + "issue:63712", + "issue:64174", + "issue:64235", + "issue:64900", + "issue:65309", + "issue:65314", + "issue:65465", + "issue:65563", + "issue:65602", + "issue:65657", + "issue:65665", + "issue:65862", + "issue:66082", + "issue:66281", + "issue:66382", + "issue:66752", + "issue:66934", + "issue:66982", + "issue:67045", + "issue:67106", + "issue:67598", + "issue:67683", + "issue:68021", + "issue:68073", + "issue:68615" + ], + "soft_pairs": [ + "issue:51056|issue:65862", + "issue:49705|issue:66281", + "issue:66382|issue:66982", + "issue:51357|issue:65309", + "issue:63572|issue:65665", + "issue:63712|issue:67045", + "issue:66752|issue:68073", + "issue:53618|issue:68021", + "issue:32812|issue:53579", + "issue:66934|issue:67106", + "issue:36263|issue:67598", + "issue:52488|issue:53140", + "issue:30314|issue:65657", + "issue:32633|issue:36672", + "issue:35039|issue:53928", + "issue:51569|issue:52162", + "issue:63157|issue:66082", + "issue:64235|issue:65563", + "issue:64900|issue:67683", + "issue:65465|issue:65602", + "issue:64174|issue:68615", + "issue:64900|issue:65314", + "issue:47563|issue:51468", + "issue:60004|issue:62868" + ], + "prepared_review_unit_hash": "d4d8eb7dbd482e6dfcad269fcf9784ffc2ba4ee34a057f63802cf318ec364cca", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 24, + "serialized_chars": 34648, + "estimated_input_tokens": 8662, + "estimated_eval_tokens": 17580 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Mostly false-positive similarity matches across unrelated bugs. I accepted only the pairs that appear to describe the same concrete code-path failure: browser attach/DevToolsActivePort, WebChat image upload, cron payload persistence, and reserveTokens compaction state.", + "confidence": 0.86, + "canonical_issue_reason": "No single canonical issue cleanly represents the whole batch because the set is mostly a bundle of unrelated bugs; among the accepted duplicates, issue 68021 is the best canonical anchor for the WebChat image-upload failure because it gives the more concrete symptom and diagnostics.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 51056 is the strongest standalone report in the batch overall: it has the highest discussion/inbound activity and a clearly scoped repro, even though it is not a duplicate of most other items.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:51056", + "right": "issue:65862", + "accept": false, + "reason": "Same broad product area, but different failures: OpenRouter auth header handling vs onboarding setup wizard provider visibility." + }, + { + "left": "issue:49705", + "right": "issue:66281", + "accept": true, + "reason": "Both describe the same browser attach path failing with DevToolsActivePort/CDP errors after a Chrome/update change; the platform details differ but the underlying bug is the attach mechanism." + }, + { + "left": "issue:66382", + "right": "issue:66982", + "accept": false, + "reason": "Both mention relay/session handling, but one drops system-event body in the prompt while the other creates orphan sessions; different stages and symptoms." + }, + { + "left": "issue:51357", + "right": "issue:65309", + "accept": false, + "reason": "Probe timeout false negatives and Active Memory blocking direct-chat turns are different code paths and user-visible failures." + }, + { + "left": "issue:63572", + "right": "issue:65665", + "accept": false, + "reason": "Cross-OS path rewrite/doctor validation and stale vision image data are unrelated." + }, + { + "left": "issue:63712", + "right": "issue:67045", + "accept": false, + "reason": "Both involve model fallback behavior, but one is persistence overriding channel-level model settings and the other is fallback after a tool_use formatting error." + }, + { + "left": "issue:66752", + "right": "issue:68073", + "accept": false, + "reason": "ARM64 npm global install missing chunk file and plugin upgrade/install path issues are distinct problems." + }, + { + "left": "issue:53618", + "right": "issue:68021", + "accept": true, + "reason": "Same WebChat image-upload bug: one report says uploads are unsupported, the other shows they silently fail with no POST/metadata, matching the same feature path." + }, + { + "left": "issue:32812", + "right": "issue:53579", + "accept": false, + "reason": "Dashboard save button failure for tools and agents forgetting infrastructure usage are not the same defect." + }, + { + "left": "issue:66934", + "right": "issue:67106", + "accept": false, + "reason": "Sender-label rendering in WebChat and Safari text-disappearance when tool results arrive are different UI issues." + }, + { + "left": "issue:36263", + "right": "issue:67598", + "accept": true, + "reason": "Both describe cron payload overrides not being persisted/respected: one for fallbacks via cron.update, the other for model override on isolated sessions." + }, + { + "left": "issue:52488", + "right": "issue:53140", + "accept": false, + "reason": "Missing operator.read scope after pairing and WhatsApp auto-reply takeover are unrelated." + }, + { + "left": "issue:30314", + "right": "issue:65657", + "accept": false, + "reason": "Feishu group-chat delivery and Telegram session-history labeling are distinct integration bugs." + }, + { + "left": "issue:32633", + "right": "issue:36672", + "accept": false, + "reason": "TranscriptPath persisting as null on restart and a generic invalid JSON payload 400 are different root causes." + }, + { + "left": "issue:35039", + "right": "issue:53928", + "accept": false, + "reason": "Telegram subagent spawning and Bedrock credential loading in embedded runs are different failures." + }, + { + "left": "issue:51569", + "right": "issue:52162", + "accept": false, + "reason": "OAuth proxy handling and memory_search remote embedding proxy handling are separate subsystems and bugs." + }, + { + "left": "issue:63157", + "right": "issue:66082", + "accept": false, + "reason": "Cached plugin restore dropping capability and bridge mode exporting zero artifacts are related only by area, not the same concrete defect." + }, + { + "left": "issue:64235", + "right": "issue:65563", + "accept": false, + "reason": "Telegram sendMessage network failure and webhook flow owner_session_key constraint failure are unrelated." + }, + { + "left": "issue:64900", + "right": "issue:67683", + "accept": false, + "reason": "Remote CDP running-state detection and stopping a task to prevent Notion reformatting are different issues." + }, + { + "left": "issue:65465", + "right": "issue:65602", + "accept": true, + "reason": "Same compaction reserveTokens bug: resourceLoader.reload() overwrites the reserveTokens value set from config, matching the Ollama precheck symptom." + }, + { + "left": "issue:64174", + "right": "issue:68615", + "accept": false, + "reason": "OAuth runtime 403 HTML and stale Codex path routing after disabling Codex are different problems." + }, + { + "left": "issue:64900", + "right": "issue:65314", + "accept": false, + "reason": "Remote CDP profile state reporting and Ollama model timeout in agent mode are unrelated." + }, + { + "left": "issue:47563", + "right": "issue:51468", + "accept": false, + "reason": "macOS arm64 sharp build failure and Windows ACP runtime/version mismatch are different platform-specific issues." + }, + { + "left": "issue:60004", + "right": "issue:62868", + "accept": false, + "reason": "Missing @slack/web-api and missing Telegram channel.setup.js are separate plugin packaging/load failures." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet and stays mostly conservative. The accepted soft-edge pairs have plausible title-level support, and the rejected pairs appropriately avoid over-collapsing unrelated bugs. I did not see an overstatement severe enough to reject." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 151, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:24173", + "issue:25663", + "issue:30175", + "issue:31382", + "issue:31414", + "issue:32532", + "issue:33049", + "issue:34324", + "issue:34449", + "issue:34582", + "issue:35249", + "issue:35523", + "issue:36157", + "issue:37564", + "issue:50651", + "issue:50976", + "issue:51056", + "issue:53587", + "issue:53640", + "issue:53659", + "issue:53824", + "issue:60970", + "issue:62214", + "issue:63026", + "issue:63126", + "issue:63484", + "issue:63759", + "issue:64194", + "issue:64381", + "issue:64476", + "issue:64618", + "issue:64900", + "issue:65129", + "issue:65405", + "issue:65488", + "issue:65578", + "issue:65742", + "issue:65834", + "issue:66094", + "issue:67192", + "issue:67288", + "issue:67786", + "issue:67792", + "issue:67797", + "issue:68113", + "issue:68239", + "issue:68249", + "issue:68261" + ], + "soft_pairs": [ + "issue:24173|issue:64194", + "issue:30175|issue:51056", + "issue:33049|issue:53659", + "issue:37564|issue:50976", + "issue:34324|issue:68239", + "issue:36157|issue:66094", + "issue:64900|issue:65742", + "issue:53640|issue:67786", + "issue:50651|issue:65405", + "issue:60970|issue:63484", + "issue:31382|issue:31414", + "issue:34449|issue:35523", + "issue:64476|issue:65834", + "issue:68113|issue:68261", + "issue:53824|issue:65129", + "issue:62214|issue:63126", + "issue:34582|issue:65578", + "issue:63759|issue:65488", + "issue:64381|issue:64618", + "issue:67288|issue:68249", + "issue:53587|issue:67792", + "issue:67192|issue:67797", + "issue:25663|issue:63026", + "issue:32532|issue:35249" + ], + "prepared_review_unit_hash": "3d8964746a85dfd47667972d3a480a839929063db1ab35b697274f1c6ce0aca8", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 35443, + "estimated_input_tokens": 8861, + "estimated_eval_tokens": 17978 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Mostly unrelated issues with only one plausible duplicate pair around WhatsApp media sendMedia behavior. The rest share broad subsystem words (Telegram, cron, auth, model, startup) but do not look like the same underlying bug.", + "confidence": 0.89, + "canonical_issue_reason": "issue:63126 is the clearest/root-cause-rich description of the only plausible duplicate pair: WhatsApp media sending is broken because the legacy sendMedia path falls back to text-only behavior.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:63126 is the best issue anchor overall because it most specifically names the concrete failing code path and symptom; the cluster otherwise does not form a single coherent duplicate set.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:24173", + "right": "issue:64194", + "accept": false, + "reason": "Both mention restart/state loss, but one is compaction/session context loss and the other is WhatsApp/Telegram config persistence after upgrade; different bugs." + }, + { + "left": "issue:30175", + "right": "issue:51056", + "accept": false, + "reason": "Both are auth-header failures, but for different providers and different request flows (Anthropic image tool vs OpenRouter provider)." + }, + { + "left": "issue:33049", + "right": "issue:53659", + "accept": false, + "reason": "Both involve Telegram forum/topic context, but they affect different event paths (ACP announce routing vs exec approval completion). Too broad to treat as the same concrete bug." + }, + { + "left": "issue:37564", + "right": "issue:50976", + "accept": false, + "reason": "Channel-routing wording overlaps, but Feishu dispatch completion and Slack multi-agent streaming are distinct behaviors on different integrations." + }, + { + "left": "issue:34324", + "right": "issue:68239", + "accept": false, + "reason": "Both mention duplicate delivery, but one is WebChat\u2192Telegram cross-delivery and the other is duplicate accumulation within a WebChat session; not the same defect." + }, + { + "left": "issue:36157", + "right": "issue:66094", + "accept": false, + "reason": "Completely different symptoms and code paths: image recognition/API proxy failure vs ModelRegistry latency/timeouts." + }, + { + "left": "issue:64900", + "right": "issue:65742", + "accept": false, + "reason": "One is CDP profile liveness reporting, the other is PDF tool model resolution; no shared underlying bug." + }, + { + "left": "issue:53640", + "right": "issue:67786", + "accept": false, + "reason": "Both are auth failures, but one is GEMINI_API_KEY/API_KEY_INVALID and the other is Google Chat JWT 401; different authentication mechanisms." + }, + { + "left": "issue:50651", + "right": "issue:65405", + "accept": false, + "reason": "Both touch the model page, but one is duplicate-ID display deduping and the other is provider filtering; feature/UX mismatch, not a duplicate bug." + }, + { + "left": "issue:60970", + "right": "issue:63484", + "accept": false, + "reason": "Silent session creation failure is not the same as heartbeat interrupting tasks and causing channel/model side effects." + }, + { + "left": "issue:31382", + "right": "issue:31414", + "accept": false, + "reason": "Both involve npm/update flows, but one is a not-openclaw-root failure on global installs and the other is systemd service version mismatch." + }, + { + "left": "issue:34449", + "right": "issue:35523", + "accept": false, + "reason": "Both are delayed message handling, but one is processing stall until next user message and the other is TUI display not updating until restart." + }, + { + "left": "issue:64476", + "right": "issue:65834", + "accept": false, + "reason": "Both mention gateway availability, but one is Windows local RPC timeouts and the other is cron reconciliation reporting unavailable while cron runs." + }, + { + "left": "issue:68113", + "right": "issue:68261", + "accept": false, + "reason": "Mattermost initialization 503s and OpenRouter blank responses are unrelated." + }, + { + "left": "issue:53824", + "right": "issue:65129", + "accept": false, + "reason": "Both are cron-related, but one is Unknown Channel after gateway restart and the other is a per-job --model override being ignored." + }, + { + "left": "issue:62214", + "right": "issue:63126", + "accept": true, + "reason": "These describe the same WhatsApp media-send regression: sendMedia is broken after plugin/refactor changes and falls back to text-only behavior." + }, + { + "left": "issue:34582", + "right": "issue:65578", + "accept": false, + "reason": "WhatsApp delivery timing and Kilo model auto-discovery are unrelated." + }, + { + "left": "issue:63759", + "right": "issue:65488", + "accept": false, + "reason": "Telegram typing-delay timing and heartbeat-turn context issues are different problems." + }, + { + "left": "issue:64381", + "right": "issue:64618", + "accept": false, + "reason": "Both are startup registration problems, but one excludes memory-kind plugins and the other misses one specific cron import; not the same bug." + }, + { + "left": "issue:67288", + "right": "issue:68249", + "accept": false, + "reason": "One is unnecessary discovery gating in amazon-bedrock-mantle; the other is Brave plugin load failure. Different plugins and failures." + }, + { + "left": "issue:53587", + "right": "issue:67792", + "accept": false, + "reason": "OpenRouter model-ID runtime error vs Telegram menu label formatting for OpenRouter models; UI display issue is not the same as factory lookup failure." + }, + { + "left": "issue:67192", + "right": "issue:67797", + "accept": false, + "reason": "Different providers and defects: Mistral /think stream-wrapper crash vs OpenRouter reasoning flag cache not respected." + }, + { + "left": "issue:25663", + "right": "issue:63026", + "accept": false, + "reason": "Web UI inactivity timeout/401 and control-panel file upload misrouting are unrelated." + }, + { + "left": "issue:32532", + "right": "issue:35249", + "accept": false, + "reason": "Both involve browser startup, but one is a Chrome extension relay deadlock and the other is failure to enable Chrome after update; not the same code-path bug." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet and stays conservative. The only accepted pair, issue:62214 vs issue:63126, is clearly the same WhatsApp sendMedia regression from the titles/descriptions. The other soft-edge rejections are appropriately cautious: they rely on broad subsystem overlap but do not overstate a shared root cause. Overall the cluster appears mostly unrelated aside from that single WhatsApp media-send duplicate pair." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 152, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:30152", + "issue:30314", + "issue:31098", + "issue:32252", + "issue:32638", + "issue:35045", + "issue:35522", + "issue:41972", + "issue:48479", + "issue:50964", + "issue:51112", + "issue:51511", + "issue:51656", + "issue:52773", + "issue:53162", + "issue:53390", + "issue:53472", + "issue:53512", + "issue:53544", + "issue:53871", + "issue:62272", + "issue:62748", + "issue:62749", + "issue:63704", + "issue:63707", + "issue:63816", + "issue:64017", + "issue:64026", + "issue:64235", + "issue:64517", + "issue:64618", + "issue:64850", + "issue:64892", + "issue:64914", + "issue:65494", + "issue:65581", + "issue:65786", + "issue:66034", + "issue:66260", + "issue:66588", + "issue:66674", + "issue:66752", + "issue:67173", + "issue:67256", + "issue:67459", + "issue:67696", + "issue:67949", + "issue:68662" + ], + "soft_pairs": [ + "issue:64017|issue:64850", + "issue:66674|issue:67949", + "issue:35522|issue:67173", + "issue:51656|issue:66588", + "issue:64026|issue:68662", + "issue:51511|issue:53512", + "issue:64618|issue:66260", + "issue:30314|issue:66034", + "issue:32252|issue:53162", + "issue:53390|issue:63704", + "issue:65581|issue:67696", + "issue:31098|issue:65494", + "issue:32638|issue:53472", + "issue:35045|issue:51112", + "issue:62272|issue:62748", + "issue:62272|issue:62749", + "issue:64892|issue:66752", + "issue:41972|issue:67459", + "issue:30152|issue:64914", + "issue:31098|issue:53544", + "issue:52773|issue:65786", + "issue:63816|issue:67256", + "issue:63707|issue:64517", + "issue:53871|issue:64235", + "issue:48479|issue:50964" + ], + "prepared_review_unit_hash": "edd33382af9aff490e060708205e3ec29951205a18c3ad4dbdd07f140a287e00", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 25, + "serialized_chars": 35592, + "estimated_input_tokens": 8898, + "estimated_eval_tokens": 18052 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Most items are separate bug reports, with only the packaging/runtime-dependency failures around @buape/carbon clearly matching. One exact duplicate pair exists for the npm install crash, but it is not part of the soft-edge list. The rest of the soft pairs are same-subsystem issues with different concrete failure modes.", + "confidence": 0.77, + "canonical_issue_reason": "Issue 62749 is the clearest canonical bug report in the set: it states the packaging root cause directly and has more discussion/context than the near-identical 62748 duplicate.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 62749 best represents the only obvious duplicate bug thread in this cluster and has the strongest supporting discussion among the duplicate pair.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:64017", + "right": "issue:64850", + "accept": false, + "reason": "Both involve agent spawning/ACP, but one is a Discord thread-binding failure and the other is a missing runtime backend; different underlying problems." + }, + { + "left": "issue:66674", + "right": "issue:67949", + "accept": false, + "reason": "Both are infer failures, but one is a malformed HTML rawError on direct CLI and the other is an Ollama model-specific web/UI mismatch." + }, + { + "left": "issue:35522", + "right": "issue:67173", + "accept": false, + "reason": "Both drop messages, but one is a compaction race and the other is a timeout/follow-up drain bug; not the same code path." + }, + { + "left": "issue:51656", + "right": "issue:66588", + "accept": false, + "reason": "Both mention fallback behavior, but one is vision tool routing and the other is browser plugin launch on ARM; different subsystems." + }, + { + "left": "issue:64026", + "right": "issue:68662", + "accept": false, + "reason": "Same general area (model invocation), but one is a 400 from gemma4/llama.cpp and the other is a hang on first Ollama request." + }, + { + "left": "issue:51511", + "right": "issue:53512", + "accept": false, + "reason": "Both affect session behavior, but one is a custom-agent hijack and the other is agent switching after context saturation." + }, + { + "left": "issue:64618", + "right": "issue:66260", + "accept": false, + "reason": "Both are startup registration issues, but they affect different startup hooks/components and are not the same missing import." + }, + { + "left": "issue:30314", + "right": "issue:66034", + "accept": false, + "reason": "Both are Feishu delivery issues, but one is cron announce-to-group and the other is /trace command delivery; no clear shared bug." + }, + { + "left": "issue:32252", + "right": "issue:53162", + "accept": false, + "reason": "Different channels and failure modes: Nostr DM delivery bugs versus WhatsApp listener state on cron outbound messages." + }, + { + "left": "issue:53390", + "right": "issue:63704", + "accept": false, + "reason": "Both touch UI/browser code, but one is snapshot viewport ordering and the other is config mode switching with a SyntaxError." + }, + { + "left": "issue:65581", + "right": "issue:67696", + "accept": false, + "reason": "Discord duplicate messages versus Telegram/Mattermost serialization artifacts are different bugs despite both affecting outbound messages." + }, + { + "left": "issue:31098", + "right": "issue:65494", + "accept": false, + "reason": "Telegram not-configured regression and iMessage ReferenceError are unrelated channel-specific issues." + }, + { + "left": "issue:32638", + "right": "issue:53472", + "accept": false, + "reason": "Both are 400s from model/tool validation, but they hit different commands, parameters, and error conditions." + }, + { + "left": "issue:35045", + "right": "issue:51112", + "accept": false, + "reason": "Both are parser crashes, but one is malformed content entries in openai-ws and the other is null chunks in openai-completions streams." + }, + { + "left": "issue:62272", + "right": "issue:62748", + "accept": true, + "reason": "Both describe the same packaging/install failure: @buape/carbon is not being staged/resolved, causing update/install crashes." + }, + { + "left": "issue:62272", + "right": "issue:62749", + "accept": true, + "reason": "Same underlying runtime-dependency staging bug; 62749 is the duplicate install crash report and 62272 is the update symptom." + }, + { + "left": "issue:64892", + "right": "issue:66752", + "accept": false, + "reason": "One is a self-update flow bypassing update.run; the other is an ARM64 global-install module resolution failure." + }, + { + "left": "issue:41972", + "right": "issue:67459", + "accept": false, + "reason": "Skills filtering in live gateway sessions and skills snapshot invalidation are related only broadly; different defects and fixes." + }, + { + "left": "issue:30152", + "right": "issue:64914", + "accept": false, + "reason": "Both are provider config issues, but one is model allowlist/catalog filtering and the other is contextWindow being ignored when api is present." + }, + { + "left": "issue:31098", + "right": "issue:53544", + "accept": false, + "reason": "Telegram config regression versus WhatsApp missing from the control UI list; not the same bug." + }, + { + "left": "issue:52773", + "right": "issue:65786", + "accept": false, + "reason": "Both mention channel configuration after upgrade, but one is WhatsApp listener loss and the other is Feishu invalid config." + }, + { + "left": "issue:63816", + "right": "issue:67256", + "accept": false, + "reason": "Both are media/file send failures, but they affect different channels and likely different delivery code paths." + }, + { + "left": "issue:63707", + "right": "issue:64517", + "accept": false, + "reason": "Both involve exec approvals, but one is a race in approvals persistence and the other is target matching across multiple agents." + }, + { + "left": "issue:53871", + "right": "issue:64235", + "accept": false, + "reason": "Telegram not-configured after upgrade and Telegram sendMessage network failure are distinct symptoms with different likely causes." + }, + { + "left": "issue:48479", + "right": "issue:50964", + "accept": false, + "reason": "Google Vertex auth regression and cron-list closure while scheduler runs are unrelated." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet: 62748 and 62749 are clearly duplicate npm install crashes with identical titles, and 62749 has the stronger discussion. The soft-edge rejections are conservative overall and do not overclaim duplicate status from the limited evidence in the packet." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 153, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:30667", + "issue:31212", + "issue:34513", + "issue:34901", + "issue:36134", + "issue:37307", + "issue:42074", + "issue:43305", + "issue:44610", + "issue:52605", + "issue:53273", + "issue:53480", + "issue:53564", + "issue:53785", + "issue:53786", + "issue:53858", + "issue:53863", + "issue:54070", + "issue:55345", + "issue:58535", + "issue:59405", + "issue:60970", + "issue:61412", + "issue:62276", + "issue:62819", + "issue:64251", + "issue:64524", + "issue:64676", + "issue:64866", + "issue:65102", + "issue:65400", + "issue:65514", + "issue:66034", + "issue:66648", + "issue:66661", + "issue:67173", + "issue:67248", + "issue:67261", + "issue:67357", + "issue:67527", + "issue:67574", + "issue:67646", + "issue:67730", + "issue:67852", + "issue:68052", + "issue:68172", + "issue:68309", + "issue:68553" + ], + "soft_pairs": [ + "issue:58535|issue:67357", + "issue:66034|issue:68052", + "issue:37307|issue:68309", + "issue:53785|issue:53863", + "issue:54070|issue:67852", + "issue:34513|issue:53858", + "issue:65102|issue:65400", + "issue:30667|issue:64524", + "issue:61412|issue:65514", + "issue:36134|issue:67248", + "issue:34901|issue:53273", + "issue:42074|issue:53786", + "issue:44610|issue:67173", + "issue:53480|issue:67730", + "issue:55345|issue:64676", + "issue:60970|issue:67646", + "issue:64866|issue:68172", + "issue:52605|issue:66661", + "issue:59405|issue:64251", + "issue:43305|issue:67261", + "issue:53564|issue:68553", + "issue:66648|issue:67527", + "issue:62276|issue:67574", + "issue:31212|issue:62819" + ], + "prepared_review_unit_hash": "e3669e80ec311228dba28ed4d1e970df9adaa725215b8653dfdefbd282ea9207", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 35000, + "estimated_input_tokens": 8750, + "estimated_eval_tokens": 17756 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This cluster is mostly heterogeneous; the soft matches are broad semantic overlaps rather than true duplicates. Only the two Discord message-tool button issues look like the same underlying validation bug.", + "confidence": 0.89, + "canonical_issue_reason": "No single canonical issue fits the set: the items span unrelated bugs across different providers, channels, packaging, and UI paths.", + "canonical_pr_reason": null, + "best_issue_reason": "No global best issue; none cleanly represents the whole cluster as a duplicate target. If forced, issue:54070 is the most canonical-looking focused bug among the soft matches.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:58535", + "right": "issue:67357", + "accept": false, + "reason": "Different Discord bugs: announce field stripping vs file-sending behavior." + }, + { + "left": "issue:66034", + "right": "issue:68052", + "accept": false, + "reason": "Both involve Feishu, but one is /trace delivery and the other is thinking-text rendering." + }, + { + "left": "issue:37307", + "right": "issue:68309", + "accept": false, + "reason": "Different Mistral issues and different symptoms; no shared concrete failure." + }, + { + "left": "issue:53785", + "right": "issue:53863", + "accept": false, + "reason": "Both are packaging-related, but one is a missing Linux crypto binary and the other is missing dashboard assets." + }, + { + "left": "issue:54070", + "right": "issue:67852", + "accept": true, + "reason": "Same message-tool buttons validation problem: requests without interactive buttons are still rejected for buttons schema requirements." + }, + { + "left": "issue:34513", + "right": "issue:53858", + "accept": false, + "reason": "Unrelated: TUI message rendering stops vs Nostr provider restart loop." + }, + { + "left": "issue:65102", + "right": "issue:65400", + "accept": false, + "reason": "Different code paths: exec inline-Python security gating vs browser --help startup behavior." + }, + { + "left": "issue:30667", + "right": "issue:64524", + "accept": false, + "reason": "Both concern config/provider startup, but the bugs are different: cache sync on baseUrl change vs gateway exit on expired local CLI auth." + }, + { + "left": "issue:61412", + "right": "issue:65514", + "accept": false, + "reason": "Same provider name, but different subsystems: TTS registration vs tokenBudget forwarding/compaction." + }, + { + "left": "issue:36134", + "right": "issue:67248", + "accept": false, + "reason": "Both are sessions_spawn/subagent issues, but the concrete failures differ across model/provider behavior and are not clearly the same bug." + }, + { + "left": "issue:34901", + "right": "issue:53273", + "accept": false, + "reason": "Different update/package metadata problems with different artifacts and paths." + }, + { + "left": "issue:42074", + "right": "issue:53786", + "accept": false, + "reason": "Different products/symptoms: macOS dashboard access vs dashboard/Feishu status desync." + }, + { + "left": "issue:44610", + "right": "issue:67173", + "accept": false, + "reason": "Both involve message flow after failure/timeout, but the triggers and failure mode are different." + }, + { + "left": "issue:53480", + "right": "issue:67730", + "accept": false, + "reason": "Different bugs: thinkingLevel regression for Codex resets vs session cleanup leak." + }, + { + "left": "issue:55345", + "right": "issue:64676", + "accept": false, + "reason": "Different bugs in different areas: Feishu multi-agent config vs gateway persistence." + }, + { + "left": "issue:60970", + "right": "issue:67646", + "accept": false, + "reason": "Different failure modes: silent session creation vs empty OpenRouter responses in cron harness." + }, + { + "left": "issue:64866", + "right": "issue:68172", + "accept": false, + "reason": "Different providers and symptoms; both mention vision/image capability but not the same underlying bug." + }, + { + "left": "issue:52605", + "right": "issue:66661", + "accept": false, + "reason": "Both mention 404s, but one is a BlueBubbles webhook route after upgrade and the other is external-plugin route registration." + }, + { + "left": "issue:59405", + "right": "issue:64251", + "accept": false, + "reason": "Both involve codex/CLI paths, but the failures are different: dropped tool output vs follow-up path failure." + }, + { + "left": "issue:43305", + "right": "issue:67261", + "accept": false, + "reason": "Both are response-shape/id issues, but one is overly long ids and the other is missing id/status fields." + }, + { + "left": "issue:53564", + "right": "issue:68553", + "accept": false, + "reason": "Both touch TTS directives, but one is parsing the opening tag and the other is leakage of a closing tag into Telegram captions." + }, + { + "left": "issue:66648", + "right": "issue:67527", + "accept": false, + "reason": "Both mention completion notifications in WebChat, but one is cross-session leakage and the other is incorrect bubble placement." + }, + { + "left": "issue:62276", + "right": "issue:67574", + "accept": false, + "reason": "Unrelated: startup port conflict vs error after setting channel with install daemon." + }, + { + "left": "issue:31212", + "right": "issue:62819", + "accept": false, + "reason": "Different messaging platforms and different delivery failures; not the same bug." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet and stays conservative. The cluster is indeed mostly heterogeneous, and the single accepted soft edge (issue:54070 \u2194 issue:67852) is well-supported by the titles and description. No overstatement of duplicate evidence stood out." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 154, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:27988", + "issue:31038", + "issue:31481", + "issue:33119", + "issue:33157", + "issue:33251", + "issue:33468", + "issue:34358", + "issue:35249", + "issue:36247", + "issue:36248", + "issue:36634", + "issue:36987", + "issue:37457", + "issue:50976", + "issue:52511", + "issue:53168", + "issue:53559", + "issue:53599", + "issue:53803", + "issue:53864", + "issue:57661", + "issue:62819", + "issue:63197", + "issue:63450", + "issue:64509", + "issue:64670", + "issue:64707", + "issue:64710", + "issue:64788", + "issue:64867", + "issue:64971", + "issue:65133", + "issue:65316", + "issue:65666", + "issue:65844", + "issue:66185", + "issue:67160", + "issue:67233", + "issue:67244", + "issue:67502", + "issue:67547", + "issue:67619", + "issue:67775", + "issue:68147", + "issue:68245", + "issue:68470", + "issue:68615" + ], + "soft_pairs": [ + "issue:33119|issue:52511", + "issue:53168|issue:57661", + "issue:27988|issue:36634", + "issue:33468|issue:64670", + "issue:37457|issue:64707", + "issue:53803|issue:68470", + "issue:53864|issue:67775", + "issue:64971|issue:67547", + "issue:67233|issue:68615", + "issue:67244|issue:68615", + "issue:50976|issue:65844", + "issue:64788|issue:65133", + "issue:33251|issue:34358", + "issue:35249|issue:53599", + "issue:36247|issue:62819", + "issue:36248|issue:62819", + "issue:63197|issue:66185", + "issue:33157|issue:64509", + "issue:36987|issue:53559", + "issue:65316|issue:68147", + "issue:67502|issue:67619", + "issue:31481|issue:65666", + "issue:31038|issue:64710", + "issue:63450|issue:67160", + "issue:64867|issue:68245" + ], + "prepared_review_unit_hash": "dec4a90549e64b6edc98f8923a62869cbc92338a720eca4c8a7a22713bf6ec0b", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 25, + "serialized_chars": 35555, + "estimated_input_tokens": 8889, + "estimated_eval_tokens": 18034 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Mostly unrelated issues with a few true duplicate/near-duplicate clusters. The clearest canonical cluster is the announce-delivery/session_send bug centered on issue 36247; a couple of other pairs also look like the same underlying bug, while most soft matches are false positives.", + "confidence": 0.76, + "canonical_issue_reason": "issue:36247 is the strongest canonical anchor: it is the earlier report, has an explicit duplicate reference from 36248, and clearly describes the shared announce-delivery/session_send failure that also matches 62819.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:36247 is the best issue to keep as the canonical triage target because it has the cleanest duplicate evidence and the most direct, concrete description of the bug.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:33119", + "right": "issue:52511", + "accept": false, + "reason": "Different bugs: image attachment rendering in webchat vs browser-control permission loss." + }, + { + "left": "issue:53168", + "right": "issue:57661", + "accept": false, + "reason": "Both mention timeouts, but one is a gateway WebSocket handshake crash and the other is agent-to-agent send timeout; not the same failure." + }, + { + "left": "issue:27988", + "right": "issue:36634", + "accept": false, + "reason": "Cache-retention model definition behavior is unrelated to agents_list only returning 'main'." + }, + { + "left": "issue:33468", + "right": "issue:64670", + "accept": false, + "reason": "Different subsystems and symptoms: googlechat startup null-object crash vs /btw command failure and ESC key handling." + }, + { + "left": "issue:37457", + "right": "issue:64707", + "accept": false, + "reason": "State-directory inheritance and Feishu auto-created account are different bugs." + }, + { + "left": "issue:53803", + "right": "issue:68470", + "accept": false, + "reason": "Both involve token/context accounting, but one is duplicated tool results in session context and the other is MiniMax prompt double-counting; not clearly the same bug." + }, + { + "left": "issue:53864", + "right": "issue:67775", + "accept": false, + "reason": "Startup-failure persistence for MCP availability is different from LAN reachability to MCP." + }, + { + "left": "issue:64971", + "right": "issue:67547", + "accept": false, + "reason": "Reply routing in control UI is unrelated to A2UI bundle/hash dependence on ui/node_modules." + }, + { + "left": "issue:67233", + "right": "issue:68615", + "accept": false, + "reason": "Different code paths: embedded-backend visibility/stale JSON after sessions_yield vs stale codex path routing after Codex disablement." + }, + { + "left": "issue:67244", + "right": "issue:68615", + "accept": false, + "reason": "Same as above; similar session-state wording but not the same concrete bug." + }, + { + "left": "issue:50976", + "right": "issue:65844", + "accept": false, + "reason": "Slack multi-agent streaming routing and Codex auth-profile collapse are unrelated." + }, + { + "left": "issue:64788", + "right": "issue:65133", + "accept": false, + "reason": "Both are Chrome/CDP startup issues, but launchd connection failure and managed-profile CDP-ready failure are distinct code paths." + }, + { + "left": "issue:33251", + "right": "issue:34358", + "accept": false, + "reason": "Slack sandbox path validation and Telegram media-send failure are different platform-specific bugs." + }, + { + "left": "issue:35249", + "right": "issue:53599", + "accept": false, + "reason": "Browser-enable regression is not the same as removing the Chrome extension relay path." + }, + { + "left": "issue:36247", + "right": "issue:62819", + "accept": true, + "reason": "Both describe announce-delivery/session_send failing for isolated/grouped sessions and causing send failures/hangs; same underlying bug family." + }, + { + "left": "issue:36248", + "right": "issue:62819", + "accept": true, + "reason": "Duplicate of 36247 plus the same announce-delivery/session_send failure pattern as 62819." + }, + { + "left": "issue:63197", + "right": "issue:66185", + "accept": false, + "reason": "Artifact import returning 0 and cron producing no artifacts are related to memory-core but look like different failure modes." + }, + { + "left": "issue:33157", + "right": "issue:64509", + "accept": false, + "reason": "Web UI token redirect problem is unrelated to claude-cli/backend extra-usage reporting." + }, + { + "left": "issue:36987", + "right": "issue:53559", + "accept": false, + "reason": "Both are Feishu-related, but one is malformed deliveryContext.to and the other is reply routing to webchat; not enough to say same bug." + }, + { + "left": "issue:65316", + "right": "issue:68147", + "accept": false, + "reason": "Sandbox file-tool exposure and single-model selection are unrelated." + }, + { + "left": "issue:67502", + "right": "issue:67619", + "accept": false, + "reason": "Delivery-context corruption in nested lanes is different from losing response context after session switching." + }, + { + "left": "issue:31481", + "right": "issue:65666", + "accept": false, + "reason": "Both mention missing auth/token, but one is a generic token-missing issue and the other is iframe/embed auth propagation; too broad to merge." + }, + { + "left": "issue:31038", + "right": "issue:64710", + "accept": false, + "reason": "api.on() hooks never firing and Ollama timeout are unrelated bugs." + }, + { + "left": "issue:63450", + "right": "issue:67160", + "accept": true, + "reason": "Both point to chat.history availability/startup ordering problems during gateway startup, with blocking or race-condition symptoms on reconnect." + }, + { + "left": "issue:64867", + "right": "issue:68245", + "accept": true, + "reason": "Same Active Memory bug family: timeout handling is not respected, causing reply flow to hang until long failover/embedded-run timeouts." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet: 36247/36248 is supported by the explicit duplicate reference, and the accepted soft-edge pairs are plausibly same-bug families based on their titles and descriptions. The negative verdicts are generally conservative and do not overclaim equivalence." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 155, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:30314", + "issue:31486", + "issue:31720", + "issue:33607", + "issue:33615", + "issue:34394", + "issue:34908", + "issue:35768", + "issue:36157", + "issue:44610", + "issue:45096", + "issue:50266", + "issue:51023", + "issue:51824", + "issue:52186", + "issue:53273", + "issue:53424", + "issue:53517", + "issue:53649", + "issue:53679", + "issue:53744", + "issue:53758", + "issue:53831", + "issue:53871", + "issue:54013", + "issue:57033", + "issue:57672", + "issue:64017", + "issue:64213", + "issue:64292", + "issue:64529", + "issue:64642", + "issue:64801", + "issue:65119", + "issue:65412", + "issue:65976", + "issue:66100", + "issue:66185", + "issue:66290", + "issue:66391", + "issue:66611", + "issue:66679", + "issue:66763", + "issue:67019", + "issue:67602", + "issue:67775", + "issue:68241" + ], + "soft_pairs": [ + "issue:45096|issue:53744", + "issue:54013|issue:66679", + "issue:64017|issue:64292", + "issue:64642|issue:65412", + "issue:53517|issue:53679", + "issue:65119|issue:66391", + "issue:53649|issue:64801", + "issue:50266|issue:57033", + "issue:53273|issue:53424", + "issue:57672|issue:66290", + "issue:31720|issue:36157", + "issue:34394|issue:53649", + "issue:33615|issue:44610", + "issue:31486|issue:64213", + "issue:66611|issue:66763", + "issue:34908|issue:35768", + "issue:66100|issue:67775", + "issue:30314|issue:67602", + "issue:33607|issue:51023", + "issue:51824|issue:53758", + "issue:52186|issue:64529", + "issue:67019|issue:68241", + "issue:53831|issue:53871", + "issue:65976|issue:66185" + ], + "prepared_review_unit_hash": "69715ef65d43433c2116a0265119c5fcd6b602e8397cfe6f37098e15f33023ca", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 24, + "serialized_chars": 34742, + "estimated_input_tokens": 8686, + "estimated_eval_tokens": 17628 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Most pairs are superficially similar but describe different bugs; only the two browser attachOnly issues look like the same underlying failure to attach to Chrome despite a valid debugger endpoint.", + "confidence": 0.87, + "canonical_issue_reason": "issue:66611 is the broadest and clearest statement of the shared attachOnly/Chrome connection failure, making it the best duplicate anchor among the plausible pair.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:66611 is the strongest representative issue: concrete repro, explicit failure mode, and it cleanly captures the shared browser-attach bug.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:45096", + "right": "issue:53744", + "accept": false, + "reason": "Different subsystems and failures: diagnostics-otel tracing gaps vs Google plugin capability metadata." + }, + { + "left": "issue:54013", + "right": "issue:66679", + "accept": false, + "reason": "Both mention chat channels, but one is outbound/echoTranscript config and the other is tool/action execution in Slack/Telegram." + }, + { + "left": "issue:64017", + "right": "issue:64292", + "accept": false, + "reason": "Different spawn-path bugs: target-conversation binding failure vs sessions_spawn rejecting agentId." + }, + { + "left": "issue:64642", + "right": "issue:65412", + "accept": false, + "reason": "Both are about dreaming, but one is recall-store population and the other is writing narrative output to DREAMS.md." + }, + { + "left": "issue:53517", + "right": "issue:53679", + "accept": false, + "reason": "Peer-dependency install failure and LaunchAgent TMPDIR migration failure are unrelated." + }, + { + "left": "issue:65119", + "right": "issue:66391", + "accept": false, + "reason": "Ollama model detection and TUI session-ID errors are different code paths." + }, + { + "left": "issue:53649", + "right": "issue:64801", + "accept": false, + "reason": "Invalid plugins.load.paths repair logic is distinct from Discord being excluded by plugins.allow." + }, + { + "left": "issue:50266", + "right": "issue:57033", + "accept": false, + "reason": "Feishu replies=0 on Gemini call is not the same as Google provider sending an OpenAI-only store field." + }, + { + "left": "issue:53273", + "right": "issue:53424", + "accept": false, + "reason": "One is global install path rewriting; the other is missing a built extension in dist/extensions." + }, + { + "left": "issue:57672", + "right": "issue:66290", + "accept": false, + "reason": "Mistral/OpenRouter tool-call validation and Docker gateway stack overflow are unrelated." + }, + { + "left": "issue:31720", + "right": "issue:36157", + "accept": false, + "reason": "Cloudflare blocking an API endpoint is different from image upload/recognition breaking after proxying through Cloudflare." + }, + { + "left": "issue:34394", + "right": "issue:53649", + "accept": false, + "reason": "Duplicate plugin warnings after upgrade do not match doctor --fix failing to repair load paths." + }, + { + "left": "issue:33615", + "right": "issue:44610", + "accept": false, + "reason": "A Discord overload timeout drop is not the same as session processing halting after prompt-error aborted." + }, + { + "left": "issue:31486", + "right": "issue:64213", + "accept": false, + "reason": "Custom-provider support in the image tool and multimodal catalog classification are related but not the same bug." + }, + { + "left": "issue:66611", + "right": "issue:66763", + "accept": true, + "reason": "Both describe attachOnly/existing-session failing to connect to Chrome despite a valid CDP/webSocket debugger endpoint; same underlying attach bug." + }, + { + "left": "issue:34908", + "right": "issue:35768", + "accept": false, + "reason": "A stale UI version badge and a Homebrew dev-version env var issue are separate version-display problems." + }, + { + "left": "issue:66100", + "right": "issue:67775", + "accept": false, + "reason": "Bootstrap token cleanup/auth-loop behavior is unrelated to LAN MCP connectivity." + }, + { + "left": "issue:30314", + "right": "issue:67602", + "accept": false, + "reason": "Both are cron announce delivery issues, but Feishu group-chat delivery and Slack unsupported-channel errors are different failures." + }, + { + "left": "issue:33607", + "right": "issue:51023", + "accept": false, + "reason": "Generic multiple UI issues is not a duplicate of a generic UI/Interface placeholder." + }, + { + "left": "issue:51824", + "right": "issue:53758", + "accept": false, + "reason": "Provider mapping for bailian models differs from duplicate rows and prefix stripping in the model dropdown." + }, + { + "left": "issue:52186", + "right": "issue:64529", + "accept": false, + "reason": "Wrong TTS voice selection and reply-media path blocking are separate audio bugs." + }, + { + "left": "issue:67019", + "right": "issue:68241", + "accept": false, + "reason": "Garbled GLM output and unknown claude-opus-4-7 model rejection are unrelated model issues." + }, + { + "left": "issue:53831", + "right": "issue:53871", + "accept": false, + "reason": "Windows Discord startup failure and Telegram upgrade config loss are different channel-specific problems." + }, + { + "left": "issue:65976", + "right": "issue:66185", + "accept": false, + "reason": "Bridge-page deletion/zero artifacts in memory-wiki bridge mode is distinct from dreaming cron producing no artifacts." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The evaluation is conservative and grounded in the packet. The only accepted soft pair, issue:66611 vs issue:66763, is a credible duplicate match based on the shared attachOnly / Chrome-CDP attach failure. The other pairs are rejected with reasons that stay at the title level and do not overstate sameness. No PR-mergeability concerns apply here." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 156, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:13552", + "issue:26250", + "issue:26895", + "issue:30197", + "issue:30316", + "issue:30833", + "issue:31293", + "issue:31412", + "issue:32889", + "issue:34415", + "issue:34528", + "issue:34652", + "issue:34665", + "issue:34908", + "issue:35522", + "issue:35859", + "issue:36935", + "issue:37344", + "issue:47563", + "issue:50966", + "issue:51151", + "issue:51481", + "issue:53955", + "issue:53960", + "issue:62131", + "issue:62214", + "issue:63212", + "issue:63611", + "issue:63681", + "issue:63877", + "issue:64528", + "issue:64707", + "issue:65026", + "issue:65117", + "issue:65191", + "issue:65424", + "issue:65514", + "issue:65578", + "issue:66222", + "issue:66501", + "issue:66607", + "issue:66614", + "issue:66832", + "issue:67353", + "issue:67574", + "issue:67917", + "issue:68472", + "issue:68760" + ], + "soft_pairs": [ + "issue:62131|issue:65191", + "issue:13552|issue:26250", + "issue:50966|issue:66607", + "issue:35859|issue:53960", + "issue:37344|issue:67917", + "issue:65578|issue:66832", + "issue:30197|issue:35522", + "issue:32889|issue:67574", + "issue:51151|issue:63877", + "issue:66222|issue:66501", + "issue:63611|issue:68472", + "issue:30316|issue:36935", + "issue:31412|issue:68760", + "issue:30833|issue:63681", + "issue:51481|issue:64528", + "issue:26895|issue:34908", + "issue:31293|issue:66614", + "issue:34415|issue:34652", + "issue:34528|issue:64707", + "issue:47563|issue:53955", + "issue:63212|issue:67353", + "issue:65424|issue:65514", + "issue:62214|issue:65117", + "issue:34665|issue:65026" + ], + "prepared_review_unit_hash": "67ba7935a5c2936a0c056a4ed7d47888f948c23e77be52db9d182763cb6c5aff", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 34810, + "estimated_input_tokens": 8703, + "estimated_eval_tokens": 17662 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This cluster is mostly a set of unrelated bugs that only look similar lexically (same channel, same general subsystem, or similar failure words). I would not merge any of the proposed soft edges; they do not appear to be the same underlying bug/change.", + "confidence": 0.22, + "canonical_issue_reason": "Issue #67353 is the most complete, high-signal bug report in the set, with detailed repro context, clear failure mode, and strong discussion activity, so it is the best anchor issue among otherwise unrelated items.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue #67353 is the strongest standalone issue here: detailed, actionable, and well-documented compared with the rest of the mixed cluster.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:62131", + "right": "issue:65191", + "accept": false, + "reason": "Both mention plugin startup/config timing, but one is a brief UI state glitch and the other is an initialization failure; different severity and likely different code paths." + }, + { + "left": "issue:13552", + "right": "issue:26250", + "accept": false, + "reason": "One is about passing an auth token through an SSH tunnel; the other is an SSH transport security precheck rejecting connections. Not the same bug." + }, + { + "left": "issue:50966", + "right": "issue:66607", + "accept": false, + "reason": "Model/provider routing mismatch is different from a thinking-dropdown displaying the wrong default. Same UI area, but not the same concrete defect." + }, + { + "left": "issue:35859", + "right": "issue:53960", + "accept": false, + "reason": "Forwarding WebChat messages to Telegram is unrelated to failing to strip a reply tag in WebChat output." + }, + { + "left": "issue:37344", + "right": "issue:67917", + "accept": false, + "reason": "Both involve fetch/TLS errors, but they affect different flows and services; no evidence of a shared root cause." + }, + { + "left": "issue:65578", + "right": "issue:66832", + "accept": false, + "reason": "Model auto-discovery and log redaction are completely different concerns and code paths." + }, + { + "left": "issue:30197", + "right": "issue:35522", + "accept": false, + "reason": "Both drop user messages, but one is tied to heartbeat processing and the other to compaction; too different to treat as one bug." + }, + { + "left": "issue:32889", + "right": "issue:67574", + "accept": false, + "reason": "Documentation-generation EISDIR failures are unrelated to channel-setting errors during daemon install." + }, + { + "left": "issue:51151", + "right": "issue:63877", + "accept": false, + "reason": "Gateway connection failure and Firecrawl HTTP failure are separate networking issues with different targets and failure modes." + }, + { + "left": "issue:66222", + "right": "issue:66501", + "accept": false, + "reason": "A multi-agent collaboration feature request and a session-start hook request are adjacent ideas, but not the same change." + }, + { + "left": "issue:63611", + "right": "issue:68472", + "accept": false, + "reason": "Both concern model selection persistence, but one is Telegram /models reverting and the other is explicit-session turn overrides being lost; distinct scopes." + }, + { + "left": "issue:30316", + "right": "issue:36935", + "accept": false, + "reason": "Duplicate messages in Telegram and Slack are channel-specific symptoms with no shared concrete mechanism shown." + }, + { + "left": "issue:31412", + "right": "issue:68760", + "accept": false, + "reason": "Cron UI behavior and cron delivery-channel reset are different layers of the system and different bugs." + }, + { + "left": "issue:30833", + "right": "issue:63681", + "accept": false, + "reason": "Plugin CLI registration under node dist/index.js is unrelated to memory index failing on an unknown provider." + }, + { + "left": "issue:51481", + "right": "issue:64528", + "accept": false, + "reason": "Binding a TUI session to an agent is a feature request; per-agent workspace isolation is a separate bug." + }, + { + "left": "issue:26895", + "right": "issue:34908", + "accept": false, + "reason": "Legacy session-key recreation after migration is unrelated to a version badge showing the wrong release string." + }, + { + "left": "issue:31293", + "right": "issue:66614", + "accept": false, + "reason": "Missing message:sent hook events and streaming markdown table splitting are different message-processing problems." + }, + { + "left": "issue:34415", + "right": "issue:34652", + "accept": false, + "reason": "Null PDF files and cron nextWakeAtMs being null are unrelated null-value bugs in different subsystems." + }, + { + "left": "issue:34528", + "right": "issue:64707", + "accept": false, + "reason": "Feishu API errors for suffixed reaction IDs are unrelated to a default account being auto-created on restart." + }, + { + "left": "issue:47563", + "right": "issue:53955", + "accept": false, + "reason": "A macOS arm64 build failure for sharp and a memory index regression after update are different update-time issues." + }, + { + "left": "issue:63212", + "right": "issue:67353", + "accept": false, + "reason": "Matrix user verification failure and onboarding trim(undefined) are separate onboarding/auth problems." + }, + { + "left": "issue:65424", + "right": "issue:65514", + "accept": false, + "reason": "One bug drops image attachments due to a hardcoded text-only catalog; the other skips compaction because tokenBudget is not forwarded. Different code paths." + }, + { + "left": "issue:62214", + "right": "issue:65117", + "accept": false, + "reason": "Both are WhatsApp media-send bugs, but one is a missing wiring after refactor and the other is outbound media being dropped via hasMedia:false; not clearly the same defect." + }, + { + "left": "issue:34665", + "right": "issue:65026", + "accept": false, + "reason": "Feishu replying with the wrong user_id and replies leaking from webchat to Discord are unrelated cross-channel routing bugs." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 157, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:19598", + "issue:20478", + "issue:31481", + "issue:31486", + "issue:32812", + "issue:32833", + "issue:33650", + "issue:34665", + "issue:35405", + "issue:35886", + "issue:37494", + "issue:37548", + "issue:49705", + "issue:51168", + "issue:51558", + "issue:53464", + "issue:55350", + "issue:57672", + "issue:57811", + "issue:59370", + "issue:62783", + "issue:63712", + "issue:64003", + "issue:64419", + "issue:64671", + "issue:64933", + "issue:64946", + "issue:65009", + "issue:65191", + "issue:65192", + "issue:65652", + "issue:66523", + "issue:66561", + "issue:66611", + "issue:66633", + "issue:67130", + "issue:67152", + "issue:67199", + "issue:67425", + "issue:67573", + "issue:67705", + "issue:67896", + "issue:68147", + "issue:68215", + "issue:68471", + "issue:68615", + "issue:68643" + ], + "soft_pairs": [ + "issue:33650|issue:35405", + "issue:55350|issue:65009", + "issue:51168|issue:51558", + "issue:66633|issue:67896", + "issue:67199|issue:67425", + "issue:32812|issue:68147", + "issue:31486|issue:57811", + "issue:19598|issue:64671", + "issue:20478|issue:64933", + "issue:31481|issue:53464", + "issue:32833|issue:37494", + "issue:34665|issue:37548", + "issue:35886|issue:65192", + "issue:64946|issue:65191", + "issue:67152|issue:68643", + "issue:66561|issue:68615", + "issue:49705|issue:66611", + "issue:57672|issue:62783", + "issue:64419|issue:68215", + "issue:65652|issue:68471", + "issue:59370|issue:66523", + "issue:63712|issue:67573", + "issue:64003|issue:65652", + "issue:67130|issue:67705" + ], + "prepared_review_unit_hash": "a70875f0e9d6cc5711cc4e2d9d26ab09cd104999f215d18303b605618c5b20d7", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 24, + "serialized_chars": 34522, + "estimated_input_tokens": 8631, + "estimated_eval_tokens": 17518 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This cluster is mostly heterogeneous: the paired items share broad subsystems or keywords, but not the same concrete bug/change. No soft edge is strong enough to merge as duplicates.", + "confidence": 0.74, + "canonical_issue_reason": "No single issue cleanly represents the whole cluster; if forced to pick a representative, issue 20478 is the strongest generic plugin/config warning report with the most discussion.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 20478 is the clearest and most discussed bug in the set, and it sits in the broadest recurring area (plugin/config warnings), making it the best representative issue.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:33650", + "right": "issue:35405", + "accept": false, + "reason": "Both involve Chrome extension startup, but one is a browser attach permission failure and the other is a gateway nonce/handshake rejection; different underlying causes." + }, + { + "left": "issue:55350", + "right": "issue:65009", + "accept": false, + "reason": "Both are gateway crashes around disconnects, but one is Discord WebSocket reconnect behavior and the other is zombie reconnect handling after systemd restart." + }, + { + "left": "issue:51168", + "right": "issue:51558", + "accept": false, + "reason": "Similar symptom of channel listener/handler failure, but different integrations (AgentMail vs WhatsApp Web) and different failure modes." + }, + { + "left": "issue:66633", + "right": "issue:67896", + "accept": false, + "reason": "Different problems: OpenAI Codex Cloudflare 403 vs exec tool returning no result." + }, + { + "left": "issue:67199", + "right": "issue:67425", + "accept": false, + "reason": "Both mention embedded runner/OpenRouter flow, but one is about thinkingDefault propagation and the other about abandoned OpenRouter turns; not the same bug." + }, + { + "left": "issue:32812", + "right": "issue:68147", + "accept": false, + "reason": "One is a dashboard save/enable-tools issue, the other is a multi-model selection UI bug; unrelated concrete failures." + }, + { + "left": "issue:31486", + "right": "issue:57811", + "accept": false, + "reason": "Both mention custom providers, but one is image tool support and the other is cron job provider registration for Ollama; different code paths." + }, + { + "left": "issue:19598", + "right": "issue:64671", + "accept": false, + "reason": "A Slack threading feature request and a CLI command request are unrelated changes." + }, + { + "left": "issue:20478", + "right": "issue:64933", + "accept": false, + "reason": "Both are plugin/discovery warnings, but one is duplicate plugin IDs with bundled extensions and the other is a false plugins.allow warning; different root causes." + }, + { + "left": "issue:31481", + "right": "issue:53464", + "accept": false, + "reason": "Both are token-related, but one is a missing token error and the other is paste truncation during setup-token entry." + }, + { + "left": "issue:32833", + "right": "issue:37494", + "accept": false, + "reason": "Different install failures: exec plugin install on one side, macOS sharp/libvips install on the other." + }, + { + "left": "issue:34665", + "right": "issue:37548", + "accept": false, + "reason": "Both are Feishu-related, but one is wrong user_id mapping and the other is duplicate plugin ID warnings from config overlap." + }, + { + "left": "issue:35886", + "right": "issue:65192", + "accept": false, + "reason": "Both describe accumulation, but one is ACP child process cleanup after TTL and the other is dream-session buildup; not the same artifact." + }, + { + "left": "issue:64946", + "right": "issue:65191", + "accept": false, + "reason": "Both concern plugin initialization/config, but one is schema double-validation log spam and the other is config loading order causing startup failure." + }, + { + "left": "issue:67152", + "right": "issue:68643", + "accept": false, + "reason": "Memory-core runtime/cleanup problem vs OpenRouter base URL bug; unrelated changes." + }, + { + "left": "issue:66561", + "right": "issue:68615", + "accept": false, + "reason": "One is embedded-run timeout after SSE start, the other is stale codex route selection after Codex is disabled; different failures." + }, + { + "left": "issue:49705", + "right": "issue:66611", + "accept": false, + "reason": "Both are Chrome connection issues, but one is DevToolsActivePort with existing sessions and the other is attachOnly profile connection failure; not enough evidence of one bug." + }, + { + "left": "issue:57672", + "right": "issue:62783", + "accept": false, + "reason": "OpenRouter appears in both, but one is Mistral tool-call ID validation and the other is OpenRouter auth returning 401 user not found." + }, + { + "left": "issue:64419", + "right": "issue:68215", + "accept": false, + "reason": "Both involve config mutation, but one truncates openclaw.json on boot and the other re-injects anonymousTelemetryId during update; distinct paths." + }, + { + "left": "issue:65652", + "right": "issue:68471", + "accept": false, + "reason": "Both involve heartbeat/session churn, but one creates empty sessions every heartbeat and the other triggers periodic cli session resets; different behavior." + }, + { + "left": "issue:59370", + "right": "issue:66523", + "accept": false, + "reason": "Different config problems: logging.file ignored due to runtime require issue vs OPENCLAW_STATE_DIR ignored on Windows." + }, + { + "left": "issue:63712", + "right": "issue:67573", + "accept": false, + "reason": "Both are model-override persistence issues, but the described bugs are different entry points and states; not clearly one underlying fix." + }, + { + "left": "issue:64003", + "right": "issue:65652", + "accept": false, + "reason": "One is a missing idempotencyKey in memory-core dreaming, the other is heartbeat-triggered dream session creation; related area but different bugs." + }, + { + "left": "issue:67130", + "right": "issue:67705", + "accept": false, + "reason": "Onboarding/setup-plugin metadata crash vs docs link formatter crashing on undefined docsPath; separate failures." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 158, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:30923", + "issue:32296", + "issue:32499", + "issue:33856", + "issue:34243", + "issue:34376", + "issue:35871", + "issue:36431", + "issue:51062", + "issue:51083", + "issue:52286", + "issue:52292", + "issue:53318", + "issue:53512", + "issue:53542", + "issue:53652", + "issue:53753", + "issue:57672", + "issue:59162", + "issue:59405", + "issue:62089", + "issue:62131", + "issue:63157", + "issue:63189", + "issue:63611", + "issue:63699", + "issue:64003", + "issue:64419", + "issue:65117", + "issue:65184", + "issue:65350", + "issue:65584", + "issue:65791", + "issue:65976", + "issue:66535", + "issue:66637", + "issue:66699", + "issue:66958", + "issue:67106", + "issue:67192", + "issue:67355", + "issue:67408", + "issue:67439", + "issue:67648", + "issue:67658", + "issue:68309", + "issue:68735", + "issue:68784" + ], + "soft_pairs": [ + "issue:30923|issue:59405", + "issue:53512|issue:66535", + "issue:62089|issue:67106", + "issue:34376|issue:66637", + "issue:32499|issue:65791", + "issue:57672|issue:68309", + "issue:66699|issue:66958", + "issue:34243|issue:51083", + "issue:51062|issue:67648", + "issue:63157|issue:65976", + "issue:64003|issue:65350", + "issue:52292|issue:53318", + "issue:53652|issue:65117", + "issue:63189|issue:63699", + "issue:35871|issue:53542", + "issue:68735|issue:68784", + "issue:59162|issue:67355", + "issue:53753|issue:63611", + "issue:62131|issue:67658", + "issue:65584|issue:67439", + "issue:33856|issue:52286", + "issue:67192|issue:67408", + "issue:64419|issue:65184", + "issue:32296|issue:36431" + ], + "prepared_review_unit_hash": "7c8dbe5047f9bafdc868d8179085b3e656036a1de454f2de510c671d693b0e1a", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 34880, + "estimated_input_tokens": 8720, + "estimated_eval_tokens": 17696 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Only one soft duplicate pair looks like the same underlying bug: the memory-core idempotencyKey failure. The rest are similar only at a broad subsystem or wording level, but differ in concrete symptom or code path.", + "confidence": 0.87, + "canonical_issue_reason": "issue:64003 is the cleaner root-cause report: it identifies the missing idempotencyKey property directly, while issue:65350 appears to be a downstream manifestation of the same requirement failure.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:64003 is the best representative because it states the underlying defect most explicitly and broadly covers the related failure mode.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:30923", + "right": "issue:59405", + "accept": false, + "reason": "Both involve model/tool behavior, but one is an API-key routing + reasoning payload blocker and the other is Telegram output loss for exec/grep tools; different code paths." + }, + { + "left": "issue:53512", + "right": "issue:66535", + "accept": false, + "reason": "Session-switch behavior after context saturation is distinct from canceling an in-progress /compact command." + }, + { + "left": "issue:62089", + "right": "issue:67106", + "accept": false, + "reason": "Raw tool-call rendering across UIs is not the same as Safari-specific disappearance of pre-tool text when results arrive." + }, + { + "left": "issue:34376", + "right": "issue:66637", + "accept": false, + "reason": "Both are browser-proxy failures, but one is a universal CDP timeout and the other is a remote-mode macOS app-browser proxy mismatch." + }, + { + "left": "issue:32499", + "right": "issue:65791", + "accept": false, + "reason": "Unrelated changes: Slack slash-command manifest coverage vs Exa secretRef configuration." + }, + { + "left": "issue:57672", + "right": "issue:68309", + "accept": false, + "reason": "Both mention Mistral, but one is OpenRouter tool-call ID validation and the other is a thinking-mode issue; not the same bug." + }, + { + "left": "issue:66699", + "right": "issue:66958", + "accept": false, + "reason": "Both are Telegram command-menu issues, but one is payload-budget overflow and the other is startup resolving to an empty command list." + }, + { + "left": "issue:34243", + "right": "issue:51083", + "accept": false, + "reason": "Sandbox skill path escape errors and a CLI ReferenceError in model aliases are unrelated failures." + }, + { + "left": "issue:51062", + "right": "issue:67648", + "accept": false, + "reason": "Subagent execution failure is not the same as SKILL.md auto-execution not triggering because category-mapping.json is unread." + }, + { + "left": "issue:63157", + "right": "issue:65976", + "accept": false, + "reason": "Both concern memory/wiki bridging, but one is cached plugin restore losing capability and the other is bridge-mode artifact counting/removal behavior." + }, + { + "left": "issue:64003", + "right": "issue:65350", + "accept": true, + "reason": "Same underlying memory-core defect: missing/required idempotencyKey causing narrative/REM dreaming failures." + }, + { + "left": "issue:52292", + "right": "issue:53318", + "accept": false, + "reason": "Duplicate image sends in a skill flow and a Feishu schema mismatch for card/media sends are different bugs." + }, + { + "left": "issue:53652", + "right": "issue:65117", + "accept": false, + "reason": "Both are WhatsApp media issues, but one is HTML attachments failing as documents and the other is image sends losing hasMedia." + }, + { + "left": "issue:63189", + "right": "issue:63699", + "accept": false, + "reason": "UI hang in never-ending streaming is distinct from a gateway crash on stderr after agent completion." + }, + { + "left": "issue:35871", + "right": "issue:53542", + "accept": false, + "reason": "Wrong displayed version after upgrade is unrelated to hardcoded plugin API version and missing Control UI." + }, + { + "left": "issue:68735", + "right": "issue:68784", + "accept": false, + "reason": "General provider schema/tool-payload rejection is not the same as missing app approval prompts and GitHub MCP write failures." + }, + { + "left": "issue:59162", + "right": "issue:67355", + "accept": false, + "reason": "Approval-id expiration after pending creation is unrelated to a generic 'check health pending' state." + }, + { + "left": "issue:53753", + "right": "issue:63611", + "accept": false, + "reason": "Model-picker ID composition bug and Telegram model reset on next message are different state-management problems." + }, + { + "left": "issue:62131", + "right": "issue:67658", + "accept": false, + "reason": "Startup 'unconfigured' flicker and wiki-bridge source deletion when artifacts are unavailable are unrelated." + }, + { + "left": "issue:65584", + "right": "issue:67439", + "accept": false, + "reason": "Both involve cron CLI commands, but one hangs on exit and the other is slow and exits abnormally; not clearly the same bug." + }, + { + "left": "issue:33856", + "right": "issue:52286", + "accept": false, + "reason": "Streaming message disappearance from pinned DM recipient conflict is separate from Telegram file routing into DM instead of a topic." + }, + { + "left": "issue:67192", + "right": "issue:67408", + "accept": false, + "reason": "Both mention stream parsing, but one is Mistral reasoning missing a wrapper and the other is a general OpenRouter stream/parser bug." + }, + { + "left": "issue:64419", + "right": "issue:65184", + "accept": false, + "reason": "Config truncation on boot and install failures due to missing systemd user unit are different gateway problems." + }, + { + "left": "issue:32296", + "right": "issue:36431", + "accept": false, + "reason": "Replying to the previous message is a session-context issue, not the same as routing TUI messages as webchat." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The analysis is well grounded in the packet. The one accepted soft pair (64003/65350) is a clear duplicate around the same idempotencyKey failure, and the rest of the verdicts stay conservative by distinguishing symptom, subsystem, or code path rather than over-claiming duplication." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 159, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:31447", + "issue:33671", + "issue:33758", + "issue:33843", + "issue:34376", + "issue:34657", + "issue:34925", + "issue:35300", + "issue:35959", + "issue:36301", + "issue:37136", + "issue:37307", + "issue:37431", + "issue:42446", + "issue:46002", + "issue:50017", + "issue:50537", + "issue:51023", + "issue:51728", + "issue:52328", + "issue:53397", + "issue:53463", + "issue:53547", + "issue:53824", + "issue:54689", + "issue:57684", + "issue:62627", + "issue:63366", + "issue:63428", + "issue:63429", + "issue:64633", + "issue:65602", + "issue:65613", + "issue:65768", + "issue:66088", + "issue:66501", + "issue:66639", + "issue:66866", + "issue:67128", + "issue:67355", + "issue:67362", + "issue:67422", + "issue:67854", + "issue:67972", + "issue:68120", + "issue:68143", + "issue:68182", + "issue:68409" + ], + "soft_pairs": [ + "issue:33671|issue:54689", + "issue:34376|issue:34657", + "issue:37431|issue:53397", + "issue:50537|issue:57684", + "issue:52328|issue:65602", + "issue:53547|issue:64633", + "issue:63366|issue:63429", + "issue:66088|issue:67355", + "issue:53463|issue:68143", + "issue:33758|issue:67422", + "issue:50017|issue:68182", + "issue:63428|issue:67362", + "issue:53824|issue:67854", + "issue:65613|issue:66866", + "issue:34925|issue:62627", + "issue:37307|issue:67972", + "issue:31447|issue:46002", + "issue:66501|issue:67128", + "issue:33843|issue:68409", + "issue:35300|issue:51728", + "issue:35959|issue:37136", + "issue:42446|issue:68120", + "issue:65768|issue:66639", + "issue:36301|issue:51023" + ], + "prepared_review_unit_hash": "95cd187b1af4685ecc29a2f2774fbd2e43dadb51aaa722ac2dde0bd1a03f68dc", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 34838, + "estimated_input_tokens": 8710, + "estimated_eval_tokens": 17676 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This is a mostly heterogeneous cluster of unrelated bug reports. Only two pairs look like true duplicates: the memory-core dreaming cron startup/reconciliation bug (#63428/#67362) and the block-streaming/tool-call text truncation bug (#31447/#46002).", + "confidence": 0.79, + "canonical_issue_reason": "There is no single canonical issue for the whole cluster because the items span many unrelated subsystems. If forced to pick one representative for the only clear duplicate subcluster, #63428 is the cleanest root-cause report.", + "canonical_pr_reason": null, + "best_issue_reason": "#63428 is the best issue representative overall: it is earlier, more root-cause focused, and is closely matched by #67362.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:33671", + "right": "issue:54689", + "accept": false, + "reason": "Both are Telegram file-sending bugs, but one is a PDF-triggered gateway hang and the other is a broad post-update send failure; not the same concrete defect." + }, + { + "left": "issue:34376", + "right": "issue:34657", + "accept": false, + "reason": "Both mention proxying, but one is a browser CDP WebSocket timeout and the other is reverse-proxy capability URL generation; different code paths." + }, + { + "left": "issue:37431", + "right": "issue:53397", + "accept": false, + "reason": "Unrelated bugs: a web app UI issue vs schema validation for a web fetch config field." + }, + { + "left": "issue:50537", + "right": "issue:57684", + "accept": false, + "reason": "Both involve SecretRef/env resolution, but one is a Discord doctor crash and the other is a firecrawl secret reload issue; distinct failures." + }, + { + "left": "issue:52328", + "right": "issue:65602", + "accept": false, + "reason": "Telegram extension startup guidance and compaction reserveTokens overwrite are unrelated bugs." + }, + { + "left": "issue:53547", + "right": "issue:64633", + "accept": false, + "reason": "Workspace bootstrap file loading and gibberish speech output are different problems with no shared code path." + }, + { + "left": "issue:63366", + "right": "issue:63429", + "accept": false, + "reason": "Discord pairing-code leakage and unknown memory embedding provider are unrelated." + }, + { + "left": "issue:66088", + "right": "issue:67355", + "accept": false, + "reason": "Discord config validation vs a health check pending state; not the same bug." + }, + { + "left": "issue:53463", + "right": "issue:68143", + "accept": false, + "reason": "Both touch compaction, but one overwrites memory files and the other is config validation rejecting a supported option; different defects." + }, + { + "left": "issue:33758", + "right": "issue:67422", + "accept": false, + "reason": "Both are streaming complaints, but one is a TUI/provider-specific issue and the other is webchat real-time delivery; too broad to treat as the same bug." + }, + { + "left": "issue:50017", + "right": "issue:68182", + "accept": false, + "reason": "Automatic model failover on invalid IDs and heartbeat events preempting reply lanes are unrelated." + }, + { + "left": "issue:63428", + "right": "issue:67362", + "accept": true, + "reason": "Both describe the same memory-core dreaming cron startup/reconciliation race around gateway startup and a stale startup cron reference." + }, + { + "left": "issue:53824", + "right": "issue:67854", + "accept": false, + "reason": "Both are cron-related, but one is unknown-channel delivery after restart and the other is jobs.json loading; different failure modes." + }, + { + "left": "issue:65613", + "right": "issue:66866", + "accept": false, + "reason": "Both involve Discord gateway behavior, but one is a health-monitor restart loop and the other is excessive RESUMEs; not clearly the same defect." + }, + { + "left": "issue:34925", + "right": "issue:62627", + "accept": false, + "reason": "Both are dependency/package issues, but they describe different missing-dependency failures and scopes." + }, + { + "left": "issue:37307", + "right": "issue:67972", + "accept": false, + "reason": "A model invocation error and an npm install failure are unrelated." + }, + { + "left": "issue:31447", + "right": "issue:46002", + "accept": true, + "reason": "Both point to the same tool-call streaming bug where intermediate text blocks are lost before/around tool calls." + }, + { + "left": "issue:66501", + "right": "issue:67128", + "accept": false, + "reason": "A session-start hook feature request and a Telegram usage/stats feature request are unrelated." + }, + { + "left": "issue:33843", + "right": "issue:68409", + "accept": false, + "reason": "Both mention ACP, but one is invalid CLI syntax for sessions_spawn and the other is backend availability/probe-agent configuration." + }, + { + "left": "issue:35300", + "right": "issue:51728", + "accept": false, + "reason": "Heartbeat misdelivery to Feishu and missing WebChat attachments are distinct delivery bugs." + }, + { + "left": "issue:35959", + "right": "issue:37136", + "accept": false, + "reason": "Both involve Telegram heartbeat/stale-socket behavior, but one is a replay loop after restart and the other is periodic message bursts instead of HEARTBEAT_OK; not the same concrete bug." + }, + { + "left": "issue:42446", + "right": "issue:68120", + "accept": false, + "reason": "Internal tool/file-write leakage into chat and OpenRouter empty assistant messages are different response-rendering issues." + }, + { + "left": "issue:65768", + "right": "issue:66639", + "accept": false, + "reason": "Minimax web_search OAuth handling and image-tool provider support are unrelated." + }, + { + "left": "issue:36301", + "right": "issue:51023", + "accept": false, + "reason": "Gateway UI/service version mismatch and a generic UI/interface report are not the same bug." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "Grounded overall. The packet supports a mostly heterogeneous cluster, and the two accepted pairs are the only ones with closely matching bug descriptions: the memory-core cron startup/reconciliation race (#63428/#67362) and the blockStreaming/tool-call text-loss issue (#31447/#46002). The other soft pairs are rejected conservatively, without overclaiming equivalence." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 160, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:25371", + "issue:26322", + "issue:30908", + "issue:30917", + "issue:32892", + "issue:32936", + "issue:35063", + "issue:36882", + "issue:50129", + "issue:51609", + "issue:52605", + "issue:53271", + "issue:53295", + "issue:53317", + "issue:53480", + "issue:53544", + "issue:53591", + "issue:53666", + "issue:53686", + "issue:53755", + "issue:53955", + "issue:55272", + "issue:62472", + "issue:62535", + "issue:63124", + "issue:63126", + "issue:63811", + "issue:63897", + "issue:64167", + "issue:64337", + "issue:64517", + "issue:64845", + "issue:65117", + "issue:65151", + "issue:65430", + "issue:65488", + "issue:65843", + "issue:66034", + "issue:66251", + "issue:66381", + "issue:66641", + "issue:67256", + "issue:67425", + "issue:67775", + "issue:67779", + "issue:68120", + "issue:68394" + ], + "soft_pairs": [ + "issue:63897|issue:65151", + "issue:36882|issue:66381", + "issue:53591|issue:53955", + "issue:62535|issue:64845", + "issue:65488|issue:67425", + "issue:30908|issue:64167", + "issue:53544|issue:55272", + "issue:53755|issue:66251", + "issue:53271|issue:68394", + "issue:63126|issue:67256", + "issue:25371|issue:32936", + "issue:63811|issue:64337", + "issue:65843|issue:67775", + "issue:30917|issue:64517", + "issue:50129|issue:65117", + "issue:52605|issue:65430", + "issue:53686|issue:68120", + "issue:26322|issue:53317", + "issue:32892|issue:51609", + "issue:35063|issue:66641", + "issue:53295|issue:66034", + "issue:53480|issue:53666", + "issue:62472|issue:67779", + "issue:63124|issue:65843" + ], + "prepared_review_unit_hash": "a81b68713e64707ae2a36be2401875b3454e855e14057ca02c100973828b3edc", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 24, + "serialized_chars": 34994, + "estimated_input_tokens": 8749, + "estimated_eval_tokens": 17754 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "The soft pairs are mostly false positives across different subsystems and root causes. A few share broad themes (session-file persistence, media/image handling, context/compaction), but none look like the same concrete bug.", + "confidence": 0.9, + "canonical_issue_reason": "No single canonical issue stands out: the items span unrelated bugs and the soft pairs do not form one duplicate cluster.", + "canonical_pr_reason": "No PRs are present in this set.", + "best_issue_reason": "Issue 62472 is the strongest standalone report: it is specific, root-cause oriented, and clearly describes user impact (/status drift and premature compaction).", + "best_pr_reason": "No PRs are present in this set.", + "soft_edge_verdicts": [ + { + "left": "issue:63897", + "right": "issue:65151", + "accept": false, + "reason": "Both mention sessionFile/session cleanup, but one is a prune/delete false-positive and the other is missing persistence on cron runs; related area, different bug." + }, + { + "left": "issue:36882", + "right": "issue:66381", + "accept": false, + "reason": "Different WebChat symptoms: heartbeat prompts leaking to the UI vs a user message briefly disappearing after send." + }, + { + "left": "issue:53591", + "right": "issue:53955", + "accept": false, + "reason": "Unrelated: kimi-coding tool-call payload compatibility vs memory index reporting zero chunks." + }, + { + "left": "issue:62535", + "right": "issue:64845", + "accept": false, + "reason": "Different configs and failures: timezone schema rejection vs missing idempotencyKey in dreaming narrative generation." + }, + { + "left": "issue:65488", + "right": "issue:67425", + "accept": false, + "reason": "Both involve context/turn handling, but one is a heartbeat/context issue and the other is an embedded-runner/OpenRouter abandonment regression." + }, + { + "left": "issue:30908", + "right": "issue:64167", + "accept": false, + "reason": "Duplicate plugin-id config warning is unrelated to available_skills ordering." + }, + { + "left": "issue:53544", + "right": "issue:55272", + "accept": false, + "reason": "Both are Control UI display bugs, but one is channel visibility and the other is active model label selection." + }, + { + "left": "issue:53755", + "right": "issue:66251", + "accept": false, + "reason": "OpenAI Codex model catalog exposure is unrelated to the harness stability tracking issue." + }, + { + "left": "issue:53271", + "right": "issue:68394", + "accept": false, + "reason": "Both concern images in UI, but one is upload not occurring and the other is a temporary disappearance after assistant response." + }, + { + "left": "issue:63126", + "right": "issue:67256", + "accept": false, + "reason": "Different channels and code paths: WhatsApp media send fallback vs WeCom MEDIA command file send failure." + }, + { + "left": "issue:25371", + "right": "issue:32936", + "accept": false, + "reason": "Both are misclassified as context overflow, but one is an OpenRouter 402 billing error and the other is an LM Studio Jinja/template error." + }, + { + "left": "issue:63811", + "right": "issue:64337", + "accept": false, + "reason": "Telegram auto-restart/respond failure is not the same as heartbeat delivery never reaching the channel." + }, + { + "left": "issue:65843", + "right": "issue:67775", + "accept": false, + "reason": "Remote ACP pairing/parsing failure is different from LAN MCP reachability." + }, + { + "left": "issue:30917", + "right": "issue:64517", + "accept": false, + "reason": "Telegram model incompatibility and multi-agent approvals.exec.targets are unrelated bugs." + }, + { + "left": "issue:50129", + "right": "issue:65117", + "accept": false, + "reason": "Both drop media/attachments silently, but they affect different connectors and code paths (Slack DMs vs WhatsApp outbound images)." + }, + { + "left": "issue:52605", + "right": "issue:65430", + "accept": false, + "reason": "Same BlueBubbles/iMessage area, but one is a 404 webhook route after upgrade and the other is empty attachments on inbound images." + }, + { + "left": "issue:53686", + "right": "issue:68120", + "accept": false, + "reason": "Telegram outbound API failures are unrelated to OpenRouter chat completions returning empty assistant messages." + }, + { + "left": "issue:26322", + "right": "issue:53317", + "accept": false, + "reason": "Both involve OAuth tokens, but one is a refresh race causing failovers and the other is stale cached state overwriting a fresh token on startup." + }, + { + "left": "issue:32892", + "right": "issue:51609", + "accept": false, + "reason": "No provider plugins found is unrelated to python3 missing in the sandbox filesystem." + }, + { + "left": "issue:35063", + "right": "issue:66641", + "accept": false, + "reason": "Grok parser crashes on malformed output entries is unrelated to installer trim() on undefined." + }, + { + "left": "issue:53295", + "right": "issue:66034", + "accept": false, + "reason": "Both are Feishu-related, but one is a text-send card-parameter regression and the other is /trace delivery=false." + }, + { + "left": "issue:53480", + "right": "issue:53666", + "accept": false, + "reason": "Discord /reset thinkingLevel regression is unrelated to memory index showing zero chunks." + }, + { + "left": "issue:62472", + "right": "issue:67779", + "accept": false, + "reason": "Context/token persistence and premature compaction is unrelated to WebChat rendering issues with multiple agents." + }, + { + "left": "issue:63124", + "right": "issue:65843", + "accept": false, + "reason": "SIGKILL on CLI subcommands is unrelated to ACP server pairing failure." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 161, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:27988", + "issue:30247", + "issue:31544", + "issue:33943", + "issue:34971", + "issue:35522", + "issue:50730", + "issue:50982", + "issue:52175", + "issue:53564", + "issue:53666", + "issue:53753", + "issue:53824", + "issue:53959", + "issue:55059", + "issue:59041", + "issue:59257", + "issue:60213", + "issue:62086", + "issue:62505", + "issue:62844", + "issue:63124", + "issue:63743", + "issue:63752", + "issue:64167", + "issue:64603", + "issue:64707", + "issue:65064", + "issue:65305", + "issue:65424", + "issue:65464", + "issue:65571", + "issue:65733", + "issue:66008", + "issue:66088", + "issue:66142", + "issue:66661", + "issue:66679", + "issue:66744", + "issue:66872", + "issue:67357", + "issue:67435", + "issue:67659", + "issue:67726", + "issue:68052", + "issue:68091", + "issue:68264", + "issue:68513" + ], + "soft_pairs": [ + "issue:65064|issue:65733", + "issue:34971|issue:67357", + "issue:53666|issue:62505", + "issue:63752|issue:66872", + "issue:66008|issue:66088", + "issue:27988|issue:31544", + "issue:30247|issue:64707", + "issue:33943|issue:68052", + "issue:53959|issue:66679", + "issue:55059|issue:63743", + "issue:59041|issue:63124", + "issue:65464|issue:68091", + "issue:62086|issue:64603", + "issue:62844|issue:64167", + "issue:65571|issue:68264", + "issue:65424|issue:68513", + "issue:66661|issue:67435", + "issue:35522|issue:60213", + "issue:50730|issue:50982", + "issue:52175|issue:59257", + "issue:53564|issue:67726", + "issue:53824|issue:66142", + "issue:65305|issue:67659", + "issue:53753|issue:66744" + ], + "prepared_review_unit_hash": "808bec152cb7782347c7727399fd0fe6d1330564c4eda4cd9e8d0b5b16bdea7d", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 34860, + "estimated_input_tokens": 8715, + "estimated_eval_tokens": 17686 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "These issues are mostly same-subsystem neighbors (Feishu, cron, model/provider selection, browser, etc.) but they describe different concrete bugs or features, so none of the soft pairs should be merged as duplicates.", + "confidence": 0.89, + "canonical_issue_reason": "Issue 53959 is the most substantial and clearly scoped regression report in the set, with the highest activity and a concrete tool-execution failure description.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 53959 is the best representative issue for triage because it has the strongest evidence, most discussion, and a specific reproducible failure mode.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:65064", + "right": "issue:65733", + "accept": false, + "reason": "Different bugs: provider normalization/plugin registration side effects vs Windows plugin discovery slowness during startup." + }, + { + "left": "issue:34971", + "right": "issue:67357", + "accept": false, + "reason": "Both mention regressions in general, but one is an unspecified update regression and the other is a Discord file-sending bug." + }, + { + "left": "issue:53666", + "right": "issue:62505", + "accept": false, + "reason": "Memory-index regression and coding-agent completion failure are different code paths and symptoms." + }, + { + "left": "issue:63752", + "right": "issue:66872", + "accept": false, + "reason": "Both are auth/provider-related, but one is Anthropic API-key lookup and the other is Codex missingProvidersInUse misreporting." + }, + { + "left": "issue:66008", + "right": "issue:66088", + "accept": false, + "reason": "Unrelated symptoms: thinking-line formatting vs Discord skill config validation." + }, + { + "left": "issue:27988", + "right": "issue:31544", + "accept": false, + "reason": "Cache retention validation across model definitions is not the same as an unhelpful API-key warning message." + }, + { + "left": "issue:30247", + "right": "issue:64707", + "accept": false, + "reason": "Both are Feishu issues, but WebSocket client API failure is different from restart-time account auto-creation/config errors." + }, + { + "left": "issue:33943", + "right": "issue:68052", + "accept": false, + "reason": "Different Feishu bugs: messages not responding vs thinking text rendering/filtering mismatch." + }, + { + "left": "issue:53959", + "right": "issue:66679", + "accept": false, + "reason": "Both involve tool execution, but 53959 is a model-specific post-update regression while 66679 is broader chat-triggered tool execution across channels." + }, + { + "left": "issue:55059", + "right": "issue:63743", + "accept": false, + "reason": "Feature request for openai-chat providers is unrelated to IPv6 gateway listening support." + }, + { + "left": "issue:59041", + "right": "issue:63124", + "accept": false, + "reason": "CLI command availability/documentation issue is different from exec-tool SIGKILL on subcommands." + }, + { + "left": "issue:65464", + "right": "issue:68091", + "accept": false, + "reason": "One is stale lastError persistence after retry; the other is a false timeout after successful cron completion." + }, + { + "left": "issue:62086", + "right": "issue:64603", + "accept": false, + "reason": "Exec/runtime SIGTERM is unrelated to a punycode deprecation warning." + }, + { + "left": "issue:62844", + "right": "issue:64167", + "accept": false, + "reason": "Telegram config loading bug is not the same as available_skills ordering changing with extraDirs." + }, + { + "left": "issue:65571", + "right": "issue:68264", + "accept": false, + "reason": "Browser CDP startup failure on Linux is different from canvas/browser UI rendering failure in chat." + }, + { + "left": "issue:65424", + "right": "issue:68513", + "accept": false, + "reason": "Both involve images being dropped, but one is Minimax catalog hardcoding text-only input while the other is vision fallback handling." + }, + { + "left": "issue:66661", + "right": "issue:67435", + "accept": false, + "reason": "External-plugin route registration 404s and Ollama model-ID prefixing 404s are different bugs." + }, + { + "left": "issue:35522", + "right": "issue:60213", + "accept": false, + "reason": "Compaction-related, but one drops a user message during compaction and the other kills the session after context-window overflow." + }, + { + "left": "issue:50730", + "right": "issue:50982", + "accept": false, + "reason": "Both mention thread IDs, but they are different feature requests on different integrations (Slack replies vs Telegram topics)." + }, + { + "left": "issue:52175", + "right": "issue:59257", + "accept": false, + "reason": "Isolated-session bookkeeping in sessions.json is not the same as isolated cron sessions ignoring model overrides." + }, + { + "left": "issue:53564", + "right": "issue:67726", + "accept": false, + "reason": "Plain [[tts]] parsing support and TTS auto-triggering are separate TTS bugs." + }, + { + "left": "issue:53824", + "right": "issue:66142", + "accept": false, + "reason": "Gateway-restart delivery failure and exec-tool non-execution in isolated cron are different cron failures." + }, + { + "left": "issue:65305", + "right": "issue:67659", + "accept": false, + "reason": "Schema validation allowing 0 is unrelated to the Teams OAuth launcher choosing the wrong opener on Windows." + }, + { + "left": "issue:53753", + "right": "issue:66744", + "accept": false, + "reason": "Model-picker ID concatenation in the UI is different from provider.models shape causing /v1/chat/completions to crash." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 162, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:28077", + "issue:29727", + "issue:30030", + "issue:30374", + "issue:32473", + "issue:32937", + "issue:32976", + "issue:33476", + "issue:34993", + "issue:35405", + "issue:35632", + "issue:48479", + "issue:50387", + "issue:50730", + "issue:51062", + "issue:53340", + "issue:53579", + "issue:53599", + "issue:53946", + "issue:53955", + "issue:53960", + "issue:54253", + "issue:62214", + "issue:62826", + "issue:62875", + "issue:63175", + "issue:63317", + "issue:63979", + "issue:64549", + "issue:64618", + "issue:64676", + "issue:64710", + "issue:64835", + "issue:64973", + "issue:64984", + "issue:65318", + "issue:65396", + "issue:65971", + "issue:66004", + "issue:66158", + "issue:66597", + "issue:66679", + "issue:66762", + "issue:67092", + "issue:67102", + "issue:67250", + "issue:68406", + "issue:68804" + ], + "soft_pairs": [ + "issue:33476|issue:50387", + "issue:34993|issue:66158", + "issue:63317|issue:64835", + "issue:28077|issue:54253", + "issue:32473|issue:53579", + "issue:35632|issue:68804", + "issue:62214|issue:62826", + "issue:63175|issue:64710", + "issue:50730|issue:65396", + "issue:64973|issue:65971", + "issue:32937|issue:66004", + "issue:35405|issue:53599", + "issue:48479|issue:65318", + "issue:53955|issue:64549", + "issue:32976|issue:67092", + "issue:51062|issue:66679", + "issue:53946|issue:62875", + "issue:66597|issue:66762", + "issue:53340|issue:53960", + "issue:64984|issue:68406", + "issue:67102|issue:67250", + "issue:29727|issue:64676", + "issue:63979|issue:64618", + "issue:30030|issue:30374" + ], + "prepared_review_unit_hash": "d930c764fff470213305f3b09359ac2757f2936044eda1a95d933986add0c3de", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 34874, + "estimated_input_tokens": 8719, + "estimated_eval_tokens": 17694 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Conservative triage: I do not accept any of the soft pairs as duplicates from title-level evidence alone. Several pairs are thematically related, but the packet does not provide enough concrete overlap to treat them as the same underlying bug or change.", + "confidence": 0.81, + "canonical_issue_reason": "Issue 63317 is the most specific and diagnostic issue in the set, with a clearly described memory_search symptom and apparent root-cause framing. It is the best representative issue, but not enough evidence exists to confirm the related soft pair as a true duplicate.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 63317 is the strongest global issue candidate because it is narrowly scoped and more concrete than the broader, higher-level reports. It is the best representative artifact for clustering, not a confirmed duplicate anchor.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:33476", + "right": "issue:50387", + "accept": false, + "reason": "Both are model-routing ideas, but they describe different routing policies and no concrete shared bug path is shown." + }, + { + "left": "issue:34993", + "right": "issue:66158", + "accept": false, + "reason": "Both mention sub-agent announce delivery, but the evidence is only title-level and does not prove the same channel-routing defect." + }, + { + "left": "issue:63317", + "right": "issue:64835", + "accept": false, + "reason": "Both concern memory_search returning empty results, but the packet lacks enough detail to confirm the same indexing/storage bug." + }, + { + "left": "issue:28077", + "right": "issue:54253", + "accept": false, + "reason": "Installation failure and RISC-V LLM request failure are unrelated at the title level." + }, + { + "left": "issue:32473", + "right": "issue:53579", + "accept": false, + "reason": "These are both infrastructure-facing bugs, but they point to different subsystems and no same-code-path evidence is present." + }, + { + "left": "issue:35632", + "right": "issue:68804", + "accept": false, + "reason": "Telegram reply-tag rendering and LINE token-status warning are different channel-specific problems." + }, + { + "left": "issue:62214", + "right": "issue:62826", + "accept": false, + "reason": "Both involve WhatsApp media sending, but the titles do not establish the same concrete regression or code path." + }, + { + "left": "issue:63175", + "right": "issue:64710", + "accept": false, + "reason": "Both mention Ollama timeouts, but one is a general request timeout and the other is agent-specific; too weak to merge." + }, + { + "left": "issue:50730", + "right": "issue:65396", + "accept": false, + "reason": "These are related to routing/session behavior, but they describe different feature requests rather than the same bug." + }, + { + "left": "issue:64973", + "right": "issue:65971", + "accept": false, + "reason": "Both touch gateway instability, but the symptoms and contexts are different and not enough to infer a shared defect." + }, + { + "left": "issue:32937", + "right": "issue:66004", + "accept": false, + "reason": "WebUI 404 and subagent frozenResultText null are unrelated failures." + }, + { + "left": "issue:35405", + "right": "issue:53599", + "accept": false, + "reason": "Chrome extension handshake rejection and browser relay removal are different problems, even if both involve the extension." + }, + { + "left": "issue:48479", + "right": "issue:65318", + "accept": false, + "reason": "Both are auth-related, but they target different integrations and do not demonstrate the same underlying bug." + }, + { + "left": "issue:53955", + "right": "issue:64549", + "accept": false, + "reason": "These are both memory-indexing issues, but one is a post-update indexing failure and the other is watch-based auto-indexing; not clearly the same bug." + }, + { + "left": "issue:32976", + "right": "issue:67092", + "accept": false, + "reason": "Tool-output replacement and malformed reasoning-tag leakage are distinct output-handling defects." + }, + { + "left": "issue:51062", + "right": "issue:66679", + "accept": false, + "reason": "A generic subagent execution failure is not the same as chat-triggered tools failing to execute." + }, + { + "left": "issue:53946", + "right": "issue:62875", + "accept": false, + "reason": "Both are packaging/path issues, but the titles do not identify a shared concrete defect." + }, + { + "left": "issue:66597", + "right": "issue:66762", + "accept": false, + "reason": "Both mention webchat flicker, but one is after sending and the other is tied to chat.history refetch; not enough to merge." + }, + { + "left": "issue:53340", + "right": "issue:53960", + "accept": false, + "reason": "Both involve reply tags showing literally, but they are different channels and tag formats, so the evidence is too weak." + }, + { + "left": "issue:64984", + "right": "issue:68406", + "accept": false, + "reason": "Both concern MCP process leaks, but the packet does not show that they are the same leak mechanism or fix." + }, + { + "left": "issue:67102", + "right": "issue:67250", + "accept": false, + "reason": "These are both control-UI rendering issues, but they describe different symptoms and no shared code path is evidenced." + }, + { + "left": "issue:29727", + "right": "issue:64676", + "accept": false, + "reason": "Sub-agent allowlist behavior and gateway configuration persistence are unrelated at the evidence level." + }, + { + "left": "issue:63979", + "right": "issue:64618", + "accept": false, + "reason": "A stale streaming flag and a missing cron registration are different gateway bugs." + }, + { + "left": "issue:30030", + "right": "issue:30374", + "accept": false, + "reason": "Both are provider failover/rate-limit issues, but the titles alone do not justify treating them as the same bug." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "Reject: the response is not conservative enough relative to the packet. The packet marks every soft pair as deterministic_accept=false, but the analyst accepted several of them (notably 34993\u219466158, 63317\u219464835, 62214\u219462826, 66597\u219466762, 64984\u219468406, and 30030\u219430374). Some of those may be related at a high level, but the evidence in the packet is only title-level and does not justify treating them as the same bug. The summary also overstates that these are \"true duplicate-like pairs\" and \"same concrete code path\" when the packet does not support that confidently." + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 163, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:17731", + "issue:25663", + "issue:30242", + "issue:30844", + "issue:31544", + "issue:32682", + "issue:32983", + "issue:33157", + "issue:33580", + "issue:33862", + "issue:36425", + "issue:42074", + "issue:43680", + "issue:50976", + "issue:51144", + "issue:51794", + "issue:51809", + "issue:53415", + "issue:53582", + "issue:53879", + "issue:53946", + "issue:55343", + "issue:61455", + "issue:62748", + "issue:62749", + "issue:62911", + "issue:63124", + "issue:63486", + "issue:63712", + "issue:64971", + "issue:65130", + "issue:65309", + "issue:65314", + "issue:65465", + "issue:65519", + "issue:65921", + "issue:66336", + "issue:66359", + "issue:67042", + "issue:67441", + "issue:67750", + "issue:67779", + "issue:67784", + "issue:67858", + "issue:68091", + "issue:68576", + "issue:68674" + ], + "soft_pairs": [ + "issue:32983|issue:43680", + "issue:51144|issue:65130", + "issue:53946|issue:62748", + "issue:53946|issue:62749", + "issue:55343|issue:64971", + "issue:63486|issue:68576", + "issue:61455|issue:67042", + "issue:42074|issue:51809", + "issue:53415|issue:65921", + "issue:65519|issue:66336", + "issue:65465|issue:67750", + "issue:33580|issue:67784", + "issue:36425|issue:53879", + "issue:65309|issue:67779", + "issue:33862|issue:51794", + "issue:50976|issue:68674", + "issue:63712|issue:67858", + "issue:62911|issue:65314", + "issue:17731|issue:30242", + "issue:63124|issue:66359", + "issue:25663|issue:33157", + "issue:30844|issue:31544", + "issue:32682|issue:53582", + "issue:67441|issue:68091" + ], + "prepared_review_unit_hash": "dc84b71c65fe84c122a7baf1af6dd617b70f9fe1368aebef9a195950973beaec", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 24, + "serialized_chars": 34472, + "estimated_input_tokens": 8618, + "estimated_eval_tokens": 17492 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Most items are unrelated one-off bugs. The only strong duplicate candidates are the fallback-model persistence reports, the exec SIGKILL reports, and possibly the Ollama timeout reports; everything else is too subsystem-level or surfaces different failures.", + "confidence": 0.84, + "canonical_issue_reason": "Issue 63712 is the best canonical issue: it names the underlying fallback-model persistence/override bug clearly and broadly, and it aligns closely with the stronger duplicate candidate 67858.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 63712 is the strongest global representative because it is open, specific enough to describe the root cause, and broad enough to cover the duplicate manifestation in 67858.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:32983", + "right": "issue:43680", + "accept": false, + "reason": "Both are about model config being ignored, but one is heartbeat-specific and the other is agent list model selection; too different to treat as the same bug." + }, + { + "left": "issue:51144", + "right": "issue:65130", + "accept": false, + "reason": "Container restart/gateway closure and package-manager upgrade replacement are different failure modes in the container workflow." + }, + { + "left": "issue:53946", + "right": "issue:62748", + "accept": false, + "reason": "Path resolution for third-party plugins and runtime dependency staging crashes are separate issues." + }, + { + "left": "issue:53946", + "right": "issue:62749", + "accept": false, + "reason": "Same as 62748; the plugin-sdk path bug is not the same underlying crash as missing staged dependencies." + }, + { + "left": "issue:55343", + "right": "issue:64971", + "accept": false, + "reason": "Conversation-history loss across sessions and misrouted replies to webchat are distinct problems in different parts of session handling." + }, + { + "left": "issue:63486", + "right": "issue:68576", + "accept": false, + "reason": "Both describe slowness/unresponsiveness, but they target different integrations and likely different root causes." + }, + { + "left": "issue:61455", + "right": "issue:67042", + "accept": false, + "reason": "Generic tool-calling timeouts and view_image/Base64 handling for local llama.cpp models do not look like the same bug." + }, + { + "left": "issue:42074", + "right": "issue:51809", + "accept": false, + "reason": "macOS dashboard access problems and the model-picker anthropic-prefix bug are unrelated UI issues." + }, + { + "left": "issue:53415", + "right": "issue:65921", + "accept": false, + "reason": "ACP persistent-session spawn failure and ACP launcher path resolution after update are different code-path problems." + }, + { + "left": "issue:65519", + "right": "issue:66336", + "accept": false, + "reason": "Both mention sessions_spawn, but one is about model override being ignored while the other is a pairing-required spawn failure." + }, + { + "left": "issue:65465", + "right": "issue:67750", + "accept": false, + "reason": "Both involve compaction/timeouts, but one is a reserveTokens config bug and the other is an embedded timeout/fallback flow." + }, + { + "left": "issue:33580", + "right": "issue:67784", + "accept": false, + "reason": "Both mention mediaLocalRoots, but the Google Chat sendMedia bug and the Mattermost handler bug involve different handlers and missing fields." + }, + { + "left": "issue:36425", + "right": "issue:53879", + "accept": false, + "reason": "Telegram plugin load failure during heartbeat runs is not the same as a Telegram channel being unavailable for filePath uploads." + }, + { + "left": "issue:65309", + "right": "issue:67779", + "accept": false, + "reason": "Active Memory blocking turns and WebChat rendering dysfunction with multiple agents are different symptoms and subsystems." + }, + { + "left": "issue:33862", + "right": "issue:51794", + "accept": false, + "reason": "Feishu allowlist on Windows and Discord secretref-env token resolution are unrelated configuration bugs." + }, + { + "left": "issue:50976", + "right": "issue:68674", + "accept": false, + "reason": "Both are multi-agent Slack/dreaming issues, but one is about streaming causing the wrong agent to answer and the other is about sessions only being created for the main agent." + }, + { + "left": "issue:63712", + "right": "issue:67858", + "accept": true, + "reason": "These look like the same fallback-model persistence bug: a fallback becomes a sticky session override and then overrides channel-level settings permanently." + }, + { + "left": "issue:62911", + "right": "issue:65314", + "accept": true, + "reason": "Both describe Ollama requests timing out in OpenClaw despite the model responding quickly outside the app, pointing to the same timeout/invocation path." + }, + { + "left": "issue:17731", + "right": "issue:30242", + "accept": false, + "reason": "Both involve subagents and thread context, but Slack announce context preservation and Discord no_active_run spawn failures are not clearly the same concrete bug." + }, + { + "left": "issue:63124", + "right": "issue:66359", + "accept": true, + "reason": "Both report exec-related SIGKILLs when invoking OpenClaw CLI/commands, which strongly suggests the same underlying exec-path failure." + }, + { + "left": "issue:25663", + "right": "issue:33157", + "accept": false, + "reason": "Session timeout 401s and web UI token-missing redirects are different authentication/session issues." + }, + { + "left": "issue:30844", + "right": "issue:31544", + "accept": false, + "reason": "OAuth-provider hard-routing blocking API-key use is not the same as an unhelpful warning when no API key is configured." + }, + { + "left": "issue:32682", + "right": "issue:53582", + "accept": false, + "reason": "A compiled gateway route-order regression causing 405s and an iMessage self-chat message loop causing NO_REPLY are unrelated." + }, + { + "left": "issue:67441", + "right": "issue:68091", + "accept": false, + "reason": "A false-positive success/error status on cron delivery and a cron execution timeout are different scheduler/reporting bugs." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The analysis is grounded in the packet and the soft-edge judgments are conservative overall. The three accepted pairs are reasonably supported by the titles/body summaries, and the rejection reasons avoid overclaiming sameness for looser matches. The summary also stays appropriately cautious by marking the Ollama pair as only a possible duplicate family." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 164, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:18813", + "issue:25303", + "issue:30374", + "issue:31049", + "issue:31247", + "issue:31440", + "issue:32296", + "issue:34324", + "issue:34537", + "issue:35655", + "issue:35763", + "issue:35851", + "issue:37142", + "issue:40941", + "issue:51052", + "issue:51205", + "issue:51611", + "issue:51809", + "issue:52328", + "issue:53269", + "issue:53430", + "issue:53455", + "issue:53591", + "issue:53769", + "issue:53960", + "issue:54060", + "issue:62517", + "issue:62864", + "issue:63126", + "issue:64006", + "issue:64186", + "issue:64665", + "issue:64756", + "issue:64798", + "issue:65210", + "issue:65362", + "issue:66090", + "issue:66176", + "issue:66336", + "issue:66507", + "issue:66907", + "issue:66951", + "issue:67425", + "issue:67607", + "issue:67629", + "issue:67896", + "issue:68363", + "issue:68665" + ], + "soft_pairs": [ + "issue:35851|issue:64756", + "issue:52328|issue:64798", + "issue:37142|issue:51611", + "issue:53455|issue:53960", + "issue:67607|issue:68665", + "issue:30374|issue:54060", + "issue:53430|issue:53591", + "issue:66176|issue:66907", + "issue:64665|issue:66090", + "issue:67425|issue:67896", + "issue:31049|issue:66951", + "issue:53769|issue:64006", + "issue:25303|issue:34537", + "issue:35763|issue:66336", + "issue:40941|issue:65362", + "issue:18813|issue:67629", + "issue:62864|issue:68363", + "issue:31247|issue:65210", + "issue:51205|issue:64186", + "issue:31440|issue:62517", + "issue:32296|issue:66507", + "issue:51809|issue:53269", + "issue:51052|issue:67629", + "issue:63126|issue:66090", + "issue:34324|issue:35655" + ], + "prepared_review_unit_hash": "afb7819c830ce9c3677edc10d99c9db6c9f1ddecb336b8a5d81804ecaa7f3539", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 25, + "serialized_chars": 35321, + "estimated_input_tokens": 8831, + "estimated_eval_tokens": 17918 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Mostly conservative cluster: 64665 remains the best canonical WhatsApp media-send bug, but the vague 66090 report is not strong enough to merge as a definite duplicate and could also match 63126.", + "confidence": 0.73, + "canonical_issue_reason": "issue:64665 is the strongest issue to keep as canonical because it describes the concrete failure mode (outbound WhatsApp media silently dropped / hasMedia:false), the affected paths (CLI and model-initiated sends), and the version window.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:64665 is the best global issue representative for this cluster because it is the most specific, actionable description of the underlying WhatsApp media-send regression.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:35851", + "right": "issue:64756", + "accept": false, + "reason": "Browser Relay attach/status behavior and Dreaming-page styling are different bugs." + }, + { + "left": "issue:52328", + "right": "issue:64798", + "accept": false, + "reason": "Missing Telegram extension setup guidance is unrelated to a vague plugin-update report." + }, + { + "left": "issue:37142", + "right": "issue:51611", + "accept": false, + "reason": "MiniMax 401/auth failure and Feishu mode-parameter formatting are different provider/tool bugs." + }, + { + "left": "issue:53455", + "right": "issue:53960", + "accept": false, + "reason": "Both are WebChat-related, but one leaks memories metadata while the other leaves a reply tag literal; different code paths." + }, + { + "left": "issue:67607", + "right": "issue:68665", + "accept": false, + "reason": "Separate feature requests for different channels: Slack thread IDs versus Signal quote replies." + }, + { + "left": "issue:30374", + "right": "issue:54060", + "accept": false, + "reason": "Both involve fallback/rate-limit themes, but they describe different concrete failures and code paths." + }, + { + "left": "issue:53430", + "right": "issue:53591", + "accept": false, + "reason": "Generic styling regression and kimi-coding tool-call payload breakage are unrelated." + }, + { + "left": "issue:66176", + "right": "issue:66907", + "accept": false, + "reason": "Both are brief UI flickers, but in different surfaces and with different symptoms." + }, + { + "left": "issue:64665", + "right": "issue:66090", + "accept": false, + "reason": "66090 is too vague ('sending media on whatsapp') to prove it is the same failure as 64665; 63126 is at least as plausible a match, so this edge should stay rejected without body-level evidence." + }, + { + "left": "issue:67425", + "right": "issue:67896", + "accept": false, + "reason": "Local embedded-runner abandonment and exec-tool 'No result provided' are different failures without a clear shared code path." + }, + { + "left": "issue:31049", + "right": "issue:66951", + "accept": false, + "reason": "Generic fallback failure and a specific Ollama-init ordering bug are not clearly the same defect." + }, + { + "left": "issue:53769", + "right": "issue:64006", + "accept": false, + "reason": "Slack 'Unsupported channel' and Telegram 'delivered but never arrives' are distinct delivery problems." + }, + { + "left": "issue:25303", + "right": "issue:34537", + "accept": false, + "reason": "Verbose exec logging and TUI suppression when is missing are different behaviors." + }, + { + "left": "issue:35763", + "right": "issue:66336", + "accept": false, + "reason": "Loopback auto-approval docs mismatch and isolated-agent pairing-required failures are unrelated." + }, + { + "left": "issue:40941", + "right": "issue:65362", + "accept": false, + "reason": "Token-usage display gaps and Ollama model discovery failure are separate defects." + }, + { + "left": "issue:18813", + "right": "issue:67629", + "accept": false, + "reason": "TLS CI enforcement and cron run-state identifiers are unrelated feature requests." + }, + { + "left": "issue:62864", + "right": "issue:68363", + "accept": false, + "reason": "Both mention LM Studio, but the failover decision bug and repeated model-loading/incomplete-turn bug are different issues." + }, + { + "left": "issue:31247", + "right": "issue:65210", + "accept": false, + "reason": "Dashboard schema/health issues and Control UI token/auto-compression regressions only overlap loosely on usage reporting." + }, + { + "left": "issue:51205", + "right": "issue:64186", + "accept": false, + "reason": "Broad CLI/model-switching failure and local-CLI-vs-remote-API selection are not clearly the same code-path." + }, + { + "left": "issue:31440", + "right": "issue:62517", + "accept": false, + "reason": "Shared-session messaging and tilde-path edit-tool failure are unrelated." + }, + { + "left": "issue:32296", + "right": "issue:66507", + "accept": false, + "reason": "Session-context confusion within one chat flow is different from separate channels sharing a session." + }, + { + "left": "issue:51809", + "right": "issue:53269", + "accept": false, + "reason": "Anthropic-prefixing in the dashboard picker and Discord media guidance/drop behavior are unrelated." + }, + { + "left": "issue:51052", + "right": "issue:67629", + "accept": false, + "reason": "Configurable Control UI title and cron run identifiers are different feature requests." + }, + { + "left": "issue:63126", + "right": "issue:66090", + "accept": false, + "reason": "Both are WhatsApp-media related, but 66090 is too generic to confirm it matches the specific legacy-shim sendMedia regression in 63126." + }, + { + "left": "issue:34324", + "right": "issue:35655", + "accept": false, + "reason": "Duplicate delivery to Telegram and failed Telegram delivery notifications are different notification-path bugs." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "The overall clustering is mostly conservative, but the single accepted soft-edge verdict overstates what is supported by the packet. Issue 66090 is only a generic 'sending media on whatsapp' report, so calling it a clear duplicate of 64665 is stronger than the available evidence; 63126 also looks at least as plausible a match. Please keep that edge undecided/rejected unless there is body-level evidence tying the same failure mode together." + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 165, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:25592", + "issue:30818", + "issue:34308", + "issue:34582", + "issue:35300", + "issue:35475", + "issue:35589", + "issue:35859", + "issue:35884", + "issue:36431", + "issue:36634", + "issue:36635", + "issue:51084", + "issue:51640", + "issue:53540", + "issue:53881", + "issue:53949", + "issue:54061", + "issue:54613", + "issue:63937", + "issue:64167", + "issue:64628", + "issue:64748", + "issue:65193", + "issue:65247", + "issue:65294", + "issue:65431", + "issue:65603", + "issue:65657", + "issue:65663", + "issue:65728", + "issue:65981", + "issue:65997", + "issue:66397", + "issue:66460", + "issue:66595", + "issue:66635", + "issue:66982", + "issue:67408", + "issue:67425", + "issue:67750", + "issue:67786", + "issue:68409", + "issue:68461", + "issue:68522", + "issue:68632", + "issue:68674" + ], + "soft_pairs": [ + "issue:34582|issue:65657", + "issue:35589|issue:36431", + "issue:64628|issue:65431", + "issue:35300|issue:66460", + "issue:53949|issue:66635", + "issue:65294|issue:65981", + "issue:65603|issue:68522", + "issue:64748|issue:65997", + "issue:34308|issue:35475", + "issue:35884|issue:64167", + "issue:51640|issue:68409", + "issue:54613|issue:67786", + "issue:65247|issue:65663", + "issue:66595|issue:66982", + "issue:25592|issue:54061", + "issue:36634|issue:68674", + "issue:30818|issue:36635", + "issue:53881|issue:67408", + "issue:63937|issue:68632", + "issue:65728|issue:68461", + "issue:66397|issue:67750", + "issue:53540|issue:67425", + "issue:35859|issue:36431", + "issue:51084|issue:65193" + ], + "prepared_review_unit_hash": "dc0b84a3a8d8195d944ed804de5592d268d0c0c0bb253b64edb3a58ec693f62a", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 24, + "serialized_chars": 34604, + "estimated_input_tokens": 8651, + "estimated_eval_tokens": 17558 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Mostly a set of near-miss messaging/routing bugs. Only two pairs look like true duplicates: inline assistant text leaking around tool calls, and SecretRef resolution breaking CLI commands. The rest are related by subsystem but describe different code paths or different concrete failures.", + "confidence": 0.87, + "canonical_issue_reason": "issue:25592 is the broadest, clearest statement of the underlying bug: assistant text emitted between tool calls leaks into messaging channels. It has more activity and covers the root symptom better than the narrower suppression-focused report.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:25592 is the best global issue representative because it describes the root leak, not just one manifestation, and has the strongest discussion/references among the candidates.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:34582", + "right": "issue:65657", + "accept": false, + "reason": "Different channels and different failure modes; one is WhatsApp delivery, the other is Telegram session labeling." + }, + { + "left": "issue:35589", + "right": "issue:36431", + "accept": false, + "reason": "Both involve TUI/webchat routing, but the concrete failures differ enough that they do not clearly share one fixable code path." + }, + { + "left": "issue:64628", + "right": "issue:65431", + "accept": false, + "reason": "Both are image-tool related, but one is provider registration and the other is model image capability validation; not the same bug." + }, + { + "left": "issue:35300", + "right": "issue:66460", + "accept": false, + "reason": "Both mention heartbeat delivery, but one is webchat\u2192Feishu leakage and the other is cron-owned exec completion relayed to the user; too different to merge confidently." + }, + { + "left": "issue:53949", + "right": "issue:66635", + "accept": false, + "reason": "Both are media/image bugs, but download failure and inline MEDIA send failure are distinct paths." + }, + { + "left": "issue:65294", + "right": "issue:65981", + "accept": false, + "reason": "Both mention isolated runs, but one is visible exec completion context and the other is cron-tool usability; not the same underlying issue." + }, + { + "left": "issue:65603", + "right": "issue:68522", + "accept": false, + "reason": "Completely different provider failures: schema/tool-payload rejection versus DNS lookup failure." + }, + { + "left": "issue:64748", + "right": "issue:65997", + "accept": false, + "reason": "Both concern allowlists, but they target different commands/plugins and different validation behavior." + }, + { + "left": "issue:34308", + "right": "issue:35475", + "accept": false, + "reason": "Unrelated: Telegram inbound message delivery versus Feishu image forwarding as a feature request." + }, + { + "left": "issue:35884", + "right": "issue:64167", + "accept": false, + "reason": "Config warning about duplicate plugin IDs is not the same as available_skills ordering." + }, + { + "left": "issue:51640", + "right": "issue:68409", + "accept": false, + "reason": "Different ACP problems: permissionMode propagation versus runtime backend availability when probe agent is missing." + }, + { + "left": "issue:54613", + "right": "issue:67786", + "accept": false, + "reason": "WhatsApp group delivery and Google Chat webhook auth are unrelated." + }, + { + "left": "issue:65247", + "right": "issue:65663", + "accept": false, + "reason": "Different layers: visible transcript repair in UI versus Azure Responses API replay/history 400s." + }, + { + "left": "issue:66595", + "right": "issue:66982", + "accept": false, + "reason": "Related relay/theme, but one is a heartbeat emitting a placeholder without payload and the other is orphan sessions from missing result context; not clearly one bug." + }, + { + "left": "issue:25592", + "right": "issue:54061", + "accept": true, + "reason": "Same underlying bug: inline assistant text leaks when a message() tool is used, and both ask for suppressing stray assistant output from the same turn." + }, + { + "left": "issue:36634", + "right": "issue:68674", + "accept": false, + "reason": "Both mention multi-agent/main-agent behavior, but one is agents_list returning only main and the other is Dreaming creating only main-agent sessions." + }, + { + "left": "issue:30818", + "right": "issue:36635", + "accept": false, + "reason": "Both concern images, but pasted-image upload and GIF-to-vision-model HTTP 400 are different failures." + }, + { + "left": "issue:53881", + "right": "issue:67408", + "accept": false, + "reason": "No meaningful overlap: Control UI layout versus OpenRouter stream/parser bug." + }, + { + "left": "issue:63937", + "right": "issue:68632", + "accept": true, + "reason": "Both point to unresolved SecretRef handling breaking CLI commands during agent/plugin loading; same secret-resolution path." + }, + { + "left": "issue:65728", + "right": "issue:68461", + "accept": false, + "reason": "Unauthorized gateway startup and a context-limit display issue are unrelated." + }, + { + "left": "issue:66397", + "right": "issue:67750", + "accept": false, + "reason": "Both involve compaction/continuation, but one loses final answers in Discord and the other times out after successful auto-compaction; different concrete failures." + }, + { + "left": "issue:53540", + "right": "issue:67425", + "accept": false, + "reason": "Both involve embedded/OpenRouter issues, but one is a large-context network loss and the other is replayInvalid/payloads=0 abandonment; not the same fix." + }, + { + "left": "issue:35859", + "right": "issue:36431", + "accept": false, + "reason": "Telegram forwarding and TUI misrouting to webchat are different channel-routing bugs." + }, + { + "left": "issue:51084", + "right": "issue:65193", + "accept": false, + "reason": "Feishu document access and a cron runningAtMs TypeError are unrelated." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet, and the soft-edge calls stay conservative. The two accepted pairs are plausibly the same bug class, while the rejected pairs are mostly different channels, providers, or failure modes rather than clearly one mergeable fix." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 166, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:28077", + "issue:30025", + "issue:30152", + "issue:32678", + "issue:33143", + "issue:35397", + "issue:37465", + "issue:45645", + "issue:50966", + "issue:53271", + "issue:53398", + "issue:53547", + "issue:53744", + "issue:62276", + "issue:62505", + "issue:62748", + "issue:62749", + "issue:63816", + "issue:64003", + "issue:64509", + "issue:64524", + "issue:64676", + "issue:64798", + "issue:65064", + "issue:65086", + "issue:65191", + "issue:65297", + "issue:65431", + "issue:65742", + "issue:65768", + "issue:65840", + "issue:65844", + "issue:66263", + "issue:66288", + "issue:66370", + "issue:66598", + "issue:66661", + "issue:66762", + "issue:66892", + "issue:66978", + "issue:67038", + "issue:67414", + "issue:67793", + "issue:68028", + "issue:68165", + "issue:68470", + "issue:68593", + "issue:68818" + ], + "soft_pairs": [ + "issue:32678|issue:64676", + "issue:66288|issue:66370", + "issue:30152|issue:64524", + "issue:33143|issue:37465", + "issue:62748|issue:67038", + "issue:62749|issue:67038", + "issue:65742|issue:65840", + "issue:65064|issue:66661", + "issue:45645|issue:66263", + "issue:53744|issue:64003", + "issue:63816|issue:64798", + "issue:65297|issue:66370", + "issue:66598|issue:66762", + "issue:67793|issue:68818", + "issue:53547|issue:62505", + "issue:64509|issue:68593", + "issue:50966|issue:65844", + "issue:53398|issue:62276", + "issue:65086|issue:66978", + "issue:65191|issue:68028", + "issue:35397|issue:68165", + "issue:66892|issue:68470", + "issue:53271|issue:67414", + "issue:28077|issue:30025", + "issue:65431|issue:65768" + ], + "prepared_review_unit_hash": "a055bd21f6099fc2c5579c1d9d9eca13dc2a6e8b4382ab2b9c0467c11e572e36", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 25, + "serialized_chars": 35527, + "estimated_input_tokens": 8882, + "estimated_eval_tokens": 18020 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Most pairs are superficially similar but refer to different bugs. I only accepted a few clear same-root-cause duplicates: the global npm install runtime-deps staging issue and the WebChat flicker issue.", + "confidence": 0.84, + "canonical_issue_reason": "issue:62748 is the strongest representative for the global npm install staging bug: it has the most concrete failure description, specific packages/function involved, and it anchors the duplicate pair with 62749 plus the broader restatement in 67038.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:62748 is the best issue in this set because it is the clearest, most specific report for a real duplicate cluster; 62749 is an exact duplicate and 67038 is the same underlying staging failure phrased more broadly.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:32678", + "right": "issue:64676", + "accept": false, + "reason": "Different symptoms and likely different subsystems: Feishu binding routing vs gateway config persistence." + }, + { + "left": "issue:66288", + "right": "issue:66370", + "accept": false, + "reason": "Both involve images in UI, but one is about upload/agent receipt and the other about persistence/history refresh; not clearly the same bug." + }, + { + "left": "issue:30152", + "right": "issue:64524", + "accept": false, + "reason": "Unrelated: model allowlist/catalog filtering vs gateway startup/auth behavior." + }, + { + "left": "issue:33143", + "right": "issue:37465", + "accept": false, + "reason": "Both mention tool-call problems, but one is session-start multi-tool handling and the other is a specific model output-format validation failure." + }, + { + "left": "issue:62748", + "right": "issue:67038", + "accept": true, + "reason": "Same underlying global npm install/runtime-dependencies staging failure; 67038 is a broader restatement of the same bug described concretely in 62748." + }, + { + "left": "issue:62749", + "right": "issue:67038", + "accept": true, + "reason": "Same underlying global npm install/runtime-dependencies staging failure; 62749 is an exact duplicate of 62748 and 67038 describes the same defect." + }, + { + "left": "issue:65742", + "right": "issue:65840", + "accept": false, + "reason": "Both are 'unknown model' reports, but they affect different tools and contexts (pdf/custom provider vs imageModel registration)." + }, + { + "left": "issue:65064", + "right": "issue:66661", + "accept": false, + "reason": "Different plugin/runtime failures: startup normalization/import behavior vs external HTTP route registration returning 404." + }, + { + "left": "issue:45645", + "right": "issue:66263", + "accept": false, + "reason": "Unrelated bugs: Linux doctor/update install divergence vs native compaction context-usage staleness." + }, + { + "left": "issue:53744", + "right": "issue:64003", + "accept": false, + "reason": "Different plugin feature failures with no shared code-path evidence." + }, + { + "left": "issue:63816", + "right": "issue:64798", + "accept": false, + "reason": "WhatsApp media delivery failure is unrelated to a plugin update notice." + }, + { + "left": "issue:65297", + "right": "issue:66370", + "accept": false, + "reason": "Telegram media delivery vs WebChat image persistence are different code paths and symptoms." + }, + { + "left": "issue:66598", + "right": "issue:66762", + "accept": true, + "reason": "Same WebChat UI flicker bug; 66762 directly identifies the full-history re-fetch causing the flicker described in 66598." + }, + { + "left": "issue:67793", + "right": "issue:68818", + "accept": false, + "reason": "Queue batching behavior vs MCP tool exposure are unrelated." + }, + { + "left": "issue:53547", + "right": "issue:62505", + "accept": false, + "reason": "Workspace bootstrap file loading and coding-agent completion are different issues." + }, + { + "left": "issue:64509", + "right": "issue:68593", + "accept": false, + "reason": "Claude usage/accounting error vs menubar gateway health-check mismatch are unrelated." + }, + { + "left": "issue:50966", + "right": "issue:65844", + "accept": false, + "reason": "Different authentication/provider-routing bugs with no shared underlying defect." + }, + { + "left": "issue:53398", + "right": "issue:62276", + "accept": false, + "reason": "Both mention ports, but one is a misleading dual-stack error and the other is an actual startup port conflict in a different scenario." + }, + { + "left": "issue:65086", + "right": "issue:66978", + "accept": false, + "reason": "Both involve sessions_spawn, but one is model override/fallback and the other is timeout/completion handling." + }, + { + "left": "issue:65191", + "right": "issue:68028", + "accept": false, + "reason": "Plugin startup order/config loading vs secret-ref validation at runtime are different bugs." + }, + { + "left": "issue:35397", + "right": "issue:68165", + "accept": false, + "reason": "Unrelated: docker apt package env handling vs WhatsApp/Telegram messaging setup issues." + }, + { + "left": "issue:66892", + "right": "issue:68470", + "accept": false, + "reason": "Both are MiniMax-related, but one is tool-call ID formatting and the other is prompt-token double counting; different failure modes." + }, + { + "left": "issue:53271", + "right": "issue:67414", + "accept": false, + "reason": "Both concern pasted/uploaded images, but one is about missing upload/persistence and the other about blank preview plus reprocessing on history load; not clearly the same bug." + }, + { + "left": "issue:28077", + "right": "issue:30025", + "accept": false, + "reason": "Generic installation error vs embedded agent connection error are not the same defect." + }, + { + "left": "issue:65431", + "right": "issue:65768", + "accept": false, + "reason": "Different bugs in different tools: image capability/model support vs OAuth token usage." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet and stays conservative on the soft edges. The accepted pairs are well-supported by the titles: 62748/62749 are identical, 62748/67038 clearly share the global npm install runtime-dependencies staging failure, and 66598/66762 both describe the same WebChat flicker/history re-fetch behavior. The rejected pairs are framed cautiously and do not overstate equivalence." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 167, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:21097", + "issue:30922", + "issue:32952", + "issue:33641", + "issue:33773", + "issue:34387", + "issue:34537", + "issue:36431", + "issue:37566", + "issue:42870", + "issue:50966", + "issue:50999", + "issue:51099", + "issue:51151", + "issue:53169", + "issue:53564", + "issue:53798", + "issue:53815", + "issue:53862", + "issue:53863", + "issue:53938", + "issue:53956", + "issue:59933", + "issue:61589", + "issue:62685", + "issue:63225", + "issue:63329", + "issue:63979", + "issue:64381", + "issue:64523", + "issue:65177", + "issue:65214", + "issue:65318", + "issue:65434", + "issue:65448", + "issue:65790", + "issue:66070", + "issue:66096", + "issue:66306", + "issue:66892", + "issue:66934", + "issue:66972", + "issue:67261", + "issue:67394", + "issue:67423", + "issue:67834", + "issue:68028", + "issue:68605" + ], + "soft_pairs": [ + "issue:62685|issue:63329", + "issue:32952|issue:51099", + "issue:30922|issue:33773", + "issue:50966|issue:68605", + "issue:51151|issue:53169", + "issue:53815|issue:65790", + "issue:66892|issue:67261", + "issue:64381|issue:65214", + "issue:34387|issue:63225", + "issue:67423|issue:68028", + "issue:42870|issue:67834", + "issue:63979|issue:66972", + "issue:53938|issue:65177", + "issue:53862|issue:67394", + "issue:33641|issue:64523", + "issue:50999|issue:66306", + "issue:34537|issue:37566", + "issue:21097|issue:66070", + "issue:53564|issue:53956", + "issue:53863|issue:66096", + "issue:36431|issue:66934", + "issue:53798|issue:59933", + "issue:65318|issue:65448", + "issue:61589|issue:65434" + ], + "prepared_review_unit_hash": "aa06c1ddcb08691c9820c9903930686c873f02860fcdd1111060936ab1d193a9", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 35335, + "estimated_input_tokens": 8834, + "estimated_eval_tokens": 17924 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Most soft edges are false positives: they share broad subsystems or generic failure words, but the underlying bugs are different. I accepted only two pairs with the same concrete code-path failure: Discord ACP thread binding/channel-id resolution, and browser CDP health-check false negatives.", + "confidence": 0.95, + "canonical_issue_reason": "No single canonical issue: this set is heterogeneous, and most candidate links are not true duplicates, so collapsing the cluster would be misleading.", + "canonical_pr_reason": null, + "best_issue_reason": "No global best issue for dedupe; the cluster does not represent one underlying bug, so there is no safe representative issue to merge everything into.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:62685", + "right": "issue:63329", + "accept": true, + "reason": "Same Discord ACP thread-binding bug: both describe channel: / channel: prefix handling in binding resolution causing thread spawn/binding failures." + }, + { + "left": "issue:32952", + "right": "issue:51099", + "accept": false, + "reason": "Different problems: one is installer disk/memory requirements, the other is a missing python3 binary in the sandbox image." + }, + { + "left": "issue:30922", + "right": "issue:33773", + "accept": false, + "reason": "Unrelated bugs: hardcoded web UI version string vs intermittent file-operation/memory-directory failure." + }, + { + "left": "issue:50966", + "right": "issue:68605", + "accept": false, + "reason": "Both are UI bugs, but the symptoms and code paths differ: provider switching vs webchat image persistence/display." + }, + { + "left": "issue:51151", + "right": "issue:53169", + "accept": false, + "reason": "Different gateway connectivity issues: CLI-to-gateway connection failure vs upgrade/service-file migration regression." + }, + { + "left": "issue:53815", + "right": "issue:65790", + "accept": false, + "reason": "Different web UI defects: update stream stopping after WhatsApp reconnect vs image attachment persistence." + }, + { + "left": "issue:66892", + "right": "issue:67261", + "accept": false, + "reason": "Both are model-response crashes, but they involve different providers and different missing fields/tool-call formats." + }, + { + "left": "issue:64381", + "right": "issue:65214", + "accept": false, + "reason": "Separate packaging/startup issues affecting different plugin paths; not the same missing-service bug." + }, + { + "left": "issue:34387", + "right": "issue:63225", + "accept": false, + "reason": "Unrelated: missing gateway folder vs missing npm module '@buape/carbon'." + }, + { + "left": "issue:67423", + "right": "issue:68028", + "accept": false, + "reason": "Different auth/key-handling bugs: provider apiKey resolution vs SecretRef validation/runtime mismatch for tavily." + }, + { + "left": "issue:42870", + "right": "issue:67834", + "accept": false, + "reason": "Both mention Cloudflare 403, but the root causes differ: backticks in messages vs /v1 suffix/empty models-array resolution." + }, + { + "left": "issue:63979", + "right": "issue:66972", + "accept": false, + "reason": "Different session-state bugs: streaming flag not cleared vs stale thread-bound ACP session blocking /new." + }, + { + "left": "issue:53938", + "right": "issue:65177", + "accept": false, + "reason": "Different Feishu/gateway problems: plugin duplication and restart instability vs a doctor --fix migration omission." + }, + { + "left": "issue:53862", + "right": "issue:67394", + "accept": false, + "reason": "Both are messaging delivery issues, but they affect different transports and different delivery stages." + }, + { + "left": "issue:33641", + "right": "issue:64523", + "accept": false, + "reason": "Both involve webchat routing, but one is disappearing prior assistant output during streaming and the other re-injects assistant output as user input." + }, + { + "left": "issue:50999", + "right": "issue:66306", + "accept": false, + "reason": "Different macOS symptoms and subsystems: Telegram polling restart loop vs app health-check pending while gateway is healthy." + }, + { + "left": "issue:34537", + "right": "issue:37566", + "accept": false, + "reason": "Both are TUI display complaints, but one is a final-tag parsing issue and the other is a routing/delivery issue." + }, + { + "left": "issue:21097", + "right": "issue:66070", + "accept": false, + "reason": "Different config features: per-agent thinkingDefault vs per-agent/per-cron API key override." + }, + { + "left": "issue:53564", + "right": "issue:53956", + "accept": false, + "reason": "Both involve tag parsing, but they concern different tags and different behaviors (TTS directives vs model reasoning tags)." + }, + { + "left": "issue:53863", + "right": "issue:66096", + "accept": false, + "reason": "Both are missing packaged files, but they break different components and are not the same packaging defect." + }, + { + "left": "issue:36431", + "right": "issue:66934", + "accept": false, + "reason": "Related webchat/TUI UX symptoms, but not the same bug: misrouted TUI messages vs sender label rendering." + }, + { + "left": "issue:53798", + "right": "issue:59933", + "accept": false, + "reason": "No meaningful overlap: Feishu voice duration metadata vs session listing for group sessions." + }, + { + "left": "issue:65318", + "right": "issue:65448", + "accept": false, + "reason": "Different Gemini regressions: OAuth/orphaned CLI integration vs intermittent empty visible output from direct Vertex models." + }, + { + "left": "issue:61589", + "right": "issue:65434", + "accept": true, + "reason": "Same browser CDP health-check false negative: both report not running/unreachable despite healthy /json/version and working CDP connectivity." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "Grounded and conservative overall. The cluster is correctly treated as heterogeneous, and the two accepted soft edges are well-supported by the issue titles: the Discord ACP thread-binding/channel-prefix pair and the browser CDP false-unreachable pair. The rejected edges are appropriately cautious and do not overclaim duplication." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 168, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:30202", + "issue:30350", + "issue:31412", + "issue:31481", + "issue:31486", + "issue:32936", + "issue:33157", + "issue:33641", + "issue:34243", + "issue:34863", + "issue:34935", + "issue:35793", + "issue:36507", + "issue:36514", + "issue:36982", + "issue:37040", + "issue:46002", + "issue:49264", + "issue:50161", + "issue:50982", + "issue:51084", + "issue:51505", + "issue:51824", + "issue:52286", + "issue:53162", + "issue:53537", + "issue:53659", + "issue:53785", + "issue:55011", + "issue:63572", + "issue:63661", + "issue:64251", + "issue:64407", + "issue:65581", + "issue:65584", + "issue:65595", + "issue:66004", + "issue:66159", + "issue:66251", + "issue:66381", + "issue:66423", + "issue:66626", + "issue:66635", + "issue:66769", + "issue:67092", + "issue:67102", + "issue:68003" + ], + "soft_pairs": [ + "issue:31412|issue:68003", + "issue:34863|issue:53537", + "issue:64251|issue:66251", + "issue:33157|issue:53162", + "issue:31481|issue:53785", + "issue:35793|issue:36514", + "issue:34935|issue:46002", + "issue:64407|issue:65584", + "issue:37040|issue:66635", + "issue:66626|issue:66769", + "issue:33641|issue:66381", + "issue:51505|issue:65581", + "issue:30202|issue:30350", + "issue:34243|issue:36507", + "issue:36982|issue:55011", + "issue:51824|issue:67102", + "issue:52286|issue:53659", + "issue:63572|issue:66159", + "issue:31486|issue:65595", + "issue:66423|issue:67092", + "issue:50982|issue:52286", + "issue:32936|issue:63661", + "issue:51084|issue:66004", + "issue:49264|issue:50161" + ], + "prepared_review_unit_hash": "f87a8c12d10eba81ad3fcca6b8c0b2151b2bf3762f2aee3e67fc7493ccf7bb67", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 24, + "serialized_chars": 34497, + "estimated_input_tokens": 8625, + "estimated_eval_tokens": 17506 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Mostly unrelated issue set with three likely duplicate pairs: WebChat refresh/heartbeat artifacts, image tool provider-configuration regression, and doctor SecretRef handling. Everything else looks like broad subsystem similarity rather than the same bug.", + "confidence": 0.79, + "canonical_issue_reason": "No single cluster-wide canonical is obvious because the items split into several unrelated bugs. If one representative is needed, issue 30202 is the strongest canonical for the WebChat refresh/heartbeat duplicate pair because it describes the underlying refresh leak more completely and subsumes 30350's flicker symptom.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 30202 is the best standalone issue candidate: it is detailed, directly identifies the refresh/heartbeat leak, and cleanly covers the paired symptom reported in 30350. Among the accepted duplicates, it is the most canonical description of its bug.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:31412", + "right": "issue:68003", + "accept": false, + "reason": "Both mention Control UI sections, but one is a Cron Jobs form bug and the other is duplicate title/description on single-section settings pages; not the same underlying defect." + }, + { + "left": "issue:34863", + "right": "issue:53537", + "accept": false, + "reason": "Different problems: ACP interactive mode losing assistant content vs Gemini thinking content looping on model switch." + }, + { + "left": "issue:64251", + "right": "issue:66251", + "accept": false, + "reason": "One is a concrete CLI-backed follow-up-path failure; the other is a broad tracking issue for Codex harness stability work." + }, + { + "left": "issue:33157", + "right": "issue:53162", + "accept": false, + "reason": "Both mention access/auth symptoms, but one is Web UI token redirect and the other is WhatsApp cron delivery listener failure; different code paths." + }, + { + "left": "issue:31481", + "right": "issue:53785", + "accept": false, + "reason": "Token-missing UI issue vs missing Matrix crypto package on Linux; unrelated failures." + }, + { + "left": "issue:35793", + "right": "issue:36514", + "accept": false, + "reason": "Read-tool/workdir access bug vs agent jailbreak/escape speculation; not the same concrete bug." + }, + { + "left": "issue:34935", + "right": "issue:46002", + "accept": false, + "reason": "Different streaming bugs: unnecessary safeguard-compaction API calls vs missing intermediate text before tool calls in Feishu." + }, + { + "left": "issue:64407", + "right": "issue:65584", + "accept": false, + "reason": "CLI connect failure after heartbeat config changes vs cron CLI hanging after success; different behaviors and paths." + }, + { + "left": "issue:37040", + "right": "issue:66635", + "accept": false, + "reason": "OpenClaw Bot no visible reply vs WhatsApp inline media send failure; no concrete overlap." + }, + { + "left": "issue:66626", + "right": "issue:66769", + "accept": false, + "reason": "Both involve secrets leakage, but from different APIs/paths: config.get serialization vs skills.update gateway response." + }, + { + "left": "issue:33641", + "right": "issue:66381", + "accept": false, + "reason": "Both are WebChat message-disappearance reports, but one affects previous assistant messages during streaming while the other affects the user message right after send." + }, + { + "left": "issue:51505", + "right": "issue:65581", + "accept": false, + "reason": "Thinking-stream forwarding over WebSocket vs duplicate Discord messages; unrelated symptoms." + }, + { + "left": "issue:30202", + "right": "issue:30350", + "accept": true, + "reason": "Same WebChat refresh bug family: refreshing surfaces heartbeat/system artifacts, with 30350 describing the title flicker symptom of the same underlying leak." + }, + { + "left": "issue:34243", + "right": "issue:36507", + "accept": false, + "reason": "Both are sandbox/read-access complaints, but one is bundled skills path escape and the other is Slack upload file reads; different root causes." + }, + { + "left": "issue:36982", + "right": "issue:55011", + "accept": false, + "reason": "OAuth refresh-token reauth loop vs image_generate provider registration failure; unrelated." + }, + { + "left": "issue:51824", + "right": "issue:67102", + "accept": false, + "reason": "Both are Control UI model/provider mapping issues, but they involve different provider families and different failure modes." + }, + { + "left": "issue:52286", + "right": "issue:53659", + "accept": false, + "reason": "Telegram topic-related, but one is message-tool file delivery to DM and the other is exec approval completion losing forum topic context; not the same bug." + }, + { + "left": "issue:63572", + "right": "issue:66159", + "accept": false, + "reason": "Cross-OS path rewrite / doctor detection guidance vs doctor CPU hang on large agents.list; different defects." + }, + { + "left": "issue:31486", + "right": "issue:65595", + "accept": true, + "reason": "Same underlying image-tool bug: provider configuration is being ignored, with 65595 naming the concrete hardcoded `openai/` prefix mechanism behind 31486's custom-provider failure." + }, + { + "left": "issue:66423", + "right": "issue:67092", + "accept": false, + "reason": "Different parsing/serialization issues: tool-call tags treated as plain text vs malformed `` leaking into visible text." + }, + { + "left": "issue:50982", + "right": "issue:52286", + "accept": false, + "reason": "Telegram topic feature requests in different tools; one is missing `--thread-id` for cron, the other is message-tool delivery behavior." + }, + { + "left": "issue:32936", + "right": "issue:63661", + "accept": false, + "reason": "One is a model/template misclassification as context overflow; the other is an actual context-overflow UI spinner bug." + }, + { + "left": "issue:51084", + "right": "issue:66004", + "accept": false, + "reason": "Feishu document reading regression vs subagent timeout/frozenResultText null crash; different code paths." + }, + { + "left": "issue:49264", + "right": "issue:50161", + "accept": true, + "reason": "Same doctor/exec SecretRef bug family: both report failure handling exec SecretRefs, with 50161 describing the resolved-snapshot variant of the same missing-resolution path." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet: it correctly highlights the three supported duplicate pairs (30202/30350, 31486/65595, 49264/50161) and treats the rest as only superficially similar. The soft-edge verdicts are conservative overall, with no obvious overreach beyond what the titles and descriptions support." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 169, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:17101", + "issue:31043", + "issue:36229", + "issue:36585", + "issue:37040", + "issue:42074", + "issue:42614", + "issue:51083", + "issue:51168", + "issue:52484", + "issue:53169", + "issue:54069", + "issue:56854", + "issue:58479", + "issue:60087", + "issue:62672", + "issue:62778", + "issue:62864", + "issue:63026", + "issue:63035", + "issue:63212", + "issue:63345", + "issue:63999", + "issue:64210", + "issue:64628", + "issue:64710", + "issue:64748", + "issue:65132", + "issue:65210", + "issue:65218", + "issue:65234", + "issue:65488", + "issue:65559", + "issue:65676", + "issue:65902", + "issue:66161", + "issue:66768", + "issue:66833", + "issue:67192", + "issue:67696", + "issue:67745", + "issue:67750", + "issue:67779", + "issue:68285", + "issue:68309", + "issue:68363", + "issue:68447", + "issue:68661" + ], + "soft_pairs": [ + "issue:64210|issue:65902", + "issue:67192|issue:68309", + "issue:51083|issue:60087", + "issue:62864|issue:68447", + "issue:64748|issue:68661", + "issue:36229|issue:62778", + "issue:63026|issue:63999", + "issue:65132|issue:66161", + "issue:31043|issue:58479", + "issue:62672|issue:65234", + "issue:17101|issue:67696", + "issue:65488|issue:66768", + "issue:42614|issue:66833", + "issue:42074|issue:53169", + "issue:63212|issue:63345", + "issue:64628|issue:64710", + "issue:65676|issue:67745", + "issue:65210|issue:68285", + "issue:36585|issue:56854", + "issue:37040|issue:52484", + "issue:65218|issue:67750", + "issue:51168|issue:54069", + "issue:63035|issue:65559", + "issue:67779|issue:68363" + ], + "prepared_review_unit_hash": "f246b8fe34d5bff06b881548f5ecc41d111424875e6ef64a7f2f39117544643b", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 35221, + "estimated_input_tokens": 8806, + "estimated_eval_tokens": 17868 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "The set is heterogeneous and the soft pairs are mostly superficial topic overlaps rather than true duplicates. I would reject all soft edges; no single issue or PR cleanly represents the whole group.", + "confidence": 0.93, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": null, + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:64210", + "right": "issue:65902", + "accept": false, + "reason": "Both mention Telegram/cron delivery, but one is about a Telegram topic cron turn not posting while the other is WhatsApp session discovery/runtime status; different channels and failure modes." + }, + { + "left": "issue:67192", + "right": "issue:68309", + "accept": false, + "reason": "Both reference mistral thinking, but one is a channel crash from missing stream wrapper and the other is a problem with Mistral Small thinking enabled; too vague and not the same concrete bug." + }, + { + "left": "issue:51083", + "right": "issue:60087", + "accept": false, + "reason": "Both affect CLI/exec behavior, but one is a module initialization ReferenceError and the other is the gateway being killed on exec tool invocation; different code paths and symptoms." + }, + { + "left": "issue:62864", + "right": "issue:68447", + "accept": false, + "reason": "Both involve model/provider routing, but 62864 is an embedded failover timeout decision while 68447 is wrong provider selection for a prefixed model ID in LM Studio; not the same bug." + }, + { + "left": "issue:64748", + "right": "issue:68661", + "accept": false, + "reason": "One is a memory-wiki allowlist naming mismatch; the other is heredoc triggering approvals in allowlist mode. Related config area, but distinct behaviors." + }, + { + "left": "issue:36229", + "right": "issue:62778", + "accept": false, + "reason": "Both mention thinking block signatures and compaction/pruning, but 36229 is session failure after compaction corrupts signatures while 62778 is signature corruption after cache-TTL pruning; not enough evidence they are the same root cause." + }, + { + "left": "issue:63026", + "right": "issue:63999", + "accept": false, + "reason": "One is file upload routing to the heartbeat channel; the other is raw tool-call XML leaking into chat. Different subsystems and defect types." + }, + { + "left": "issue:65132", + "right": "issue:66161", + "accept": false, + "reason": "Both involve visible leakage into chat, but Discord commentary-phase leakage and Telegram pre-tool scratch leakage are channel-specific output filtering issues, not the same bug." + }, + { + "left": "issue:31043", + "right": "issue:58479", + "accept": false, + "reason": "Both concern approval IDs, but 31043 is an ID format mismatch/unknown approval id, while 58479 is an approval dialog that succeeds but is not consumed and regenerates a new id." + }, + { + "left": "issue:62672", + "right": "issue:65234", + "accept": false, + "reason": "Both involve fallback behavior, but 62672 is a 429 propagation to secondary providers and 65234 is session-start model switching causing fallback attempts to be skipped; distinct failure mechanisms." + }, + { + "left": "issue:17101", + "right": "issue:67696", + "accept": false, + "reason": "Telegram voice transcription failure is unrelated to outbound message serialization artifacts in Telegram/Mattermost." + }, + { + "left": "issue:65488", + "right": "issue:66768", + "accept": false, + "reason": "Both mention heartbeats/turns, but one is a context issue with Heartbeat turns and the other is empty completed turns in a specific image tag; not the same bug." + }, + { + "left": "issue:42614", + "right": "issue:66833", + "accept": false, + "reason": "Both are provider/stream parsing issues, but Volcengine unknown-field incompatibility and OpenRouter/Qwen3 reasoning_details parsing failure are separate provider-specific problems." + }, + { + "left": "issue:42074", + "right": "issue:53169", + "accept": false, + "reason": "Both reference dashboard access, but one is macOS inaccessibility and the other is an upgrade/service-file migration failure; different triggers and remediation." + }, + { + "left": "issue:63212", + "right": "issue:63345", + "accept": false, + "reason": "Matrix verification failure and missing keys for this message are related to the same plugin area, but the titles describe different error conditions and likely different causes." + }, + { + "left": "issue:64628", + "right": "issue:64710", + "accept": false, + "reason": "One is an image tool provider-registration/config issue; the other is an Ollama agent timeout. Same provider family, but not the same bug." + }, + { + "left": "issue:65676", + "right": "issue:67745", + "accept": false, + "reason": "Both discuss fallback/tool execution failures, but one is model fallback never executing due to live session model switching, while the other is custom OpenAI-compatible tool_calls not being executed at all." + }, + { + "left": "issue:65210", + "right": "issue:68285", + "accept": false, + "reason": "Control UI usage/compression issues versus Node v25 Matrix CPU/tools/memory problems are not the same underlying defect." + }, + { + "left": "issue:36585", + "right": "issue:56854", + "accept": false, + "reason": "Both are gateway crashes, but one is TLS null dereference during socket reconnection under load and the other is an uncaught exception during Discord health-monitor restart." + }, + { + "left": "issue:37040", + "right": "issue:52484", + "accept": false, + "reason": "OpenClaw bot no visible reply is not the same as a main agent returning raw exec timeout JSON after subagent handoff timeout." + }, + { + "left": "issue:65218", + "right": "issue:67750", + "accept": false, + "reason": "Both involve compaction/timeouts, but one is a heartbeat precheck reserve misconfiguration and the other is successful auto-compaction ending in an embedded timeout and /new fallback." + }, + { + "left": "issue:51168", + "right": "issue:54069", + "accept": false, + "reason": "Both are channel/plugin event-flow problems, but AgentMail WebSocket handlers failing and Matrix dispatch stopping after config hot-reload are different channels and mechanisms." + }, + { + "left": "issue:63035", + "right": "issue:65559", + "accept": false, + "reason": "JSON.stringify dropping UUID keys in pending.json is unrelated to allowBots:mentions dropping webhook messages due to empty mentionedUsers." + }, + { + "left": "issue:67779", + "right": "issue:68363", + "accept": false, + "reason": "Both mention multiple-agent or LM Studio rendering/runtime issues, but one is WebChat rendering dysfunction with multiple agents and the other is repeated model loads leading to incomplete turns." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 170, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:17731", + "issue:24173", + "issue:26691", + "issue:27804", + "issue:28617", + "issue:29727", + "issue:30314", + "issue:30704", + "issue:30818", + "issue:31275", + "issue:31382", + "issue:31412", + "issue:32473", + "issue:32808", + "issue:32841", + "issue:32983", + "issue:33143", + "issue:33263", + "issue:33527", + "issue:33650", + "issue:33856", + "issue:33862", + "issue:34271", + "issue:34308", + "issue:34324", + "issue:34373", + "issue:34377", + "issue:34530", + "issue:36431", + "issue:36987", + "issue:37299", + "issue:37344", + "issue:41342", + "issue:44905", + "issue:52511", + "issue:53517", + "issue:53544", + "issue:53790", + "issue:63190", + "issue:63657", + "issue:64707", + "issue:65043", + "issue:65538", + "issue:65760", + "issue:67045", + "issue:67250", + "issue:68620", + "issue:8731" + ], + "soft_pairs": [ + "issue:17731|issue:65043", + "issue:24173|issue:63657", + "issue:26691|issue:8731", + "issue:27804|issue:67045", + "issue:28617|issue:68620", + "issue:29727|issue:37344", + "issue:30314|issue:33862", + "issue:30314|issue:34271", + "issue:30704|issue:44905", + "issue:30818|issue:53544", + "issue:31275|issue:41342", + "issue:31382|issue:53517", + "issue:31412|issue:33650", + "issue:32473|issue:52511", + "issue:32808|issue:37344", + "issue:32841|issue:63190", + "issue:32983|issue:65760", + "issue:33143|issue:67250", + "issue:33263|issue:33527", + "issue:33650|issue:37299", + "issue:33856|issue:65538", + "issue:33862|issue:36987", + "issue:34308|issue:34324", + "issue:34373|issue:53790", + "issue:34377|issue:36431", + "issue:34530|issue:64707" + ], + "prepared_review_unit_hash": "e59822395d48308cf542b49fabdae24850863013bbe8d1e21f960044c9cfca1b", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 26, + "serialized_chars": 35057, + "estimated_input_tokens": 8765, + "estimated_eval_tokens": 17786 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This cluster is best treated as a set of related bug reports, mostly around routing/session-lifecycle behavior across chat surfaces. With only titles and soft-similarity scores, I would not call any pair a confirmed duplicate; several look like the same bug family, but the evidence is too thin to assert same underlying defect. issue:34377 is the broadest representative of the cross-surface reply-routing family.", + "confidence": 0.58, + "canonical_issue_reason": "issue:34377 is the clearest broad representative of the routing/fan-out problem across surfaces, so it is the best single issue to anchor this related-bug cluster.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:34377 is the best overall issue because it captures the widest version of the routing symptom without being overly channel-specific.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:17731", + "right": "issue:65043", + "accept": false, + "reason": "Related Slack/thread-routing symptoms, but the titles alone do not prove the same underlying bug or code path." + }, + { + "left": "issue:24173", + "right": "issue:63657", + "accept": false, + "reason": "Both involve gateway restart, but the reported failures are different enough that this is only a related family, not a confirmed duplicate." + }, + { + "left": "issue:26691", + "right": "issue:8731", + "accept": false, + "reason": "Different products/surfaces and different failure modes; no solid basis to merge as one bug." + }, + { + "left": "issue:27804", + "right": "issue:67045", + "accept": false, + "reason": "These are plausibly related compaction/session issues, but the titles do not establish the same concrete defect." + }, + { + "left": "issue:28617", + "right": "issue:68620", + "accept": false, + "reason": "Both mention hangs/timeouts, but one is a feature request and the other is a stuck-session failure; not the same bug." + }, + { + "left": "issue:29727", + "right": "issue:37344", + "accept": false, + "reason": "Different integrations and different symptoms; too little evidence of a shared underlying bug." + }, + { + "left": "issue:30314", + "right": "issue:33862", + "accept": false, + "reason": "Feishu-related, but announce delivery and allowlist behavior are separate issues." + }, + { + "left": "issue:30314", + "right": "issue:34271", + "accept": false, + "reason": "Same integration area, but cron announce delivery and @mention recognition are distinct behaviors." + }, + { + "left": "issue:30704", + "right": "issue:44905", + "accept": false, + "reason": "Both involve leaked internal traces, but the available evidence is still only thematic similarity, not a confirmed same defect." + }, + { + "left": "issue:30818", + "right": "issue:53544", + "accept": false, + "reason": "Unrelated UI/channel-management problems." + }, + { + "left": "issue:31275", + "right": "issue:41342", + "accept": false, + "reason": "Different subsystems and symptoms; not the same bug." + }, + { + "left": "issue:31382", + "right": "issue:53517", + "accept": false, + "reason": "Both are install-related, but the failure modes are different." + }, + { + "left": "issue:31412", + "right": "issue:33650", + "accept": false, + "reason": "Different components and different failures; not a duplicate." + }, + { + "left": "issue:32473", + "right": "issue:52511", + "accept": false, + "reason": "Both touch Control UI/browser control, but the reported problems are not the same defect." + }, + { + "left": "issue:32808", + "right": "issue:37344", + "accept": false, + "reason": "Unrelated integrations and failure types." + }, + { + "left": "issue:32841", + "right": "issue:63190", + "accept": false, + "reason": "Both are Telegram-related, but inbound/reply instability and ASR handling are separate paths." + }, + { + "left": "issue:32983", + "right": "issue:65760", + "accept": false, + "reason": "Different model-pipeline bugs with different symptoms." + }, + { + "left": "issue:33143", + "right": "issue:67250", + "accept": false, + "reason": "Different symptoms around tool calls/UI rendering; not clearly the same defect." + }, + { + "left": "issue:33263", + "right": "issue:33527", + "accept": false, + "reason": "Duplicate replies and tool-schema reporting are separate issues." + }, + { + "left": "issue:33650", + "right": "issue:37299", + "accept": false, + "reason": "Browser attach permission failure and cron command TypeError are unrelated." + }, + { + "left": "issue:33856", + "right": "issue:65538", + "accept": false, + "reason": "Different UI behaviors with no evidence of the same code path." + }, + { + "left": "issue:33862", + "right": "issue:36987", + "accept": false, + "reason": "Both are Feishu-related, but the specific bugs are different." + }, + { + "left": "issue:34308", + "right": "issue:34324", + "accept": false, + "reason": "Opposite delivery symptoms in the same area, but not enough evidence they are the same bug." + }, + { + "left": "issue:34373", + "right": "issue:53790", + "accept": false, + "reason": "Both concern delivery regressions, but the surfaces and symptoms differ; not a confirmed duplicate." + }, + { + "left": "issue:34377", + "right": "issue:36431", + "accept": false, + "reason": "These are likely related routing regressions, but the titles do not justify treating them as the same underlying bug." + }, + { + "left": "issue:34530", + "right": "issue:64707", + "accept": false, + "reason": "Both mention restart-related behavior, but they concern different features and failure modes." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "The summary is directionally plausible, but it overstates certainty. The packet only gives titles and soft-similarity scores; there is no hard evidence that the accepted pairs are true duplicates or that they share the exact same underlying bug. Phrases like \"true duplicate pairs\" and \"same underlying\" are too strong for this evidence level. In particular, the 34377/36431 and 17731/65043 matches look like related routing regressions, not confirmed same-bug pairs. Please downgrade the language to conservative \"related/likely same family\" unless there is explicit linkage or stronger shared-symptom evidence." + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 171, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:35254", + "issue:35277", + "issue:35283", + "issue:35655", + "issue:36170", + "issue:36247", + "issue:36248", + "issue:36425", + "issue:36620", + "issue:36757", + "issue:41978", + "issue:48479", + "issue:50651", + "issue:50982", + "issue:51084", + "issue:51578", + "issue:53169", + "issue:53232", + "issue:53271", + "issue:53443", + "issue:53494", + "issue:53512", + "issue:53578", + "issue:53998", + "issue:55011", + "issue:57099", + "issue:57256", + "issue:59933", + "issue:62875", + "issue:62995", + "issue:64302", + "issue:64628", + "issue:65791", + "issue:65950", + "issue:66202", + "issue:66619", + "issue:66641", + "issue:67114", + "issue:67416", + "issue:67502", + "issue:67547", + "issue:67607", + "issue:67988", + "issue:68021", + "issue:68104", + "issue:68154", + "issue:68585", + "issue:68665" + ], + "soft_pairs": [ + "issue:35254|issue:35277", + "issue:35283|issue:59933", + "issue:35655|issue:36247", + "issue:35655|issue:36248", + "issue:36170|issue:53169", + "issue:36425|issue:62875", + "issue:36620|issue:67547", + "issue:36757|issue:65791", + "issue:41978|issue:67416", + "issue:48479|issue:68104", + "issue:50651|issue:67988", + "issue:50982|issue:67607", + "issue:50982|issue:68665", + "issue:51084|issue:66619", + "issue:51084|issue:66641", + "issue:51578|issue:68585", + "issue:53232|issue:55011", + "issue:53271|issue:68021", + "issue:53443|issue:67114", + "issue:53494|issue:67502", + "issue:53512|issue:64302", + "issue:53578|issue:66202", + "issue:53998|issue:68154", + "issue:55011|issue:64628", + "issue:57099|issue:62995", + "issue:57256|issue:65950" + ], + "prepared_review_unit_hash": "c2e3f28ac94810d8430afaa53b287a20a2c8e5dfa6a37d5ce99496de98af7e1a", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 26, + "serialized_chars": 35211, + "estimated_input_tokens": 8803, + "estimated_eval_tokens": 17862 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This is a mixed issue cluster with only a few likely duplicates. The only explicit duplicate anchor is the Telegram sessions_send pair (36247/36248). Most other soft pairs are same-subsystem but not the same concrete bug; the strongest secondary duplicate-like case is the WebChat image upload regression.", + "confidence": 0.71, + "canonical_issue_reason": "issue:36247 is the only pair with explicit duplicate evidence (to 36248) and it is the earlier, more-referenced report.", + "canonical_pr_reason": null, + "best_issue_reason": "Same as canonical: it has direct duplicate evidence and is the clearest anchor in an otherwise heterogeneous cluster.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:35254", + "right": "issue:35277", + "accept": false, + "reason": "Both are TUI/message-display bugs, but one is misrouted DM delivery and the other is duplicate terminal rendering; different code-paths." + }, + { + "left": "issue:35283", + "right": "issue:59933", + "accept": false, + "reason": "Both involve group sessions, but one is restore-on-restart and the other is listing visibility; not the same bug." + }, + { + "left": "issue:35655", + "right": "issue:36247", + "accept": false, + "reason": "Both mention Telegram group delivery behavior, but leak-in-chat notifications and announce-delivery 400/hang are different failures." + }, + { + "left": "issue:35655", + "right": "issue:36248", + "accept": false, + "reason": "Same mismatch as 35655/36247; related area, but not the same concrete defect." + }, + { + "left": "issue:36170", + "right": "issue:53169", + "accept": false, + "reason": "Unrelated: missing transcript handling in chat.inject versus dashboard/gateway service migration failure." + }, + { + "left": "issue:36425", + "right": "issue:62875", + "accept": false, + "reason": "Both are Telegram plugin load issues, but one is heartbeat-embedded runtime loading and the other is a missing packaged src/ directory; different root causes." + }, + { + "left": "issue:36620", + "right": "issue:67547", + "accept": false, + "reason": "Test/configuration failure versus build hash dependency on node_modules; not the same underlying bug." + }, + { + "left": "issue:36757", + "right": "issue:65791", + "accept": false, + "reason": "Different feature areas: Telegram link preview control versus adding Exa secretRef support." + }, + { + "left": "issue:41978", + "right": "issue:67416", + "accept": false, + "reason": "Both are gateway restart problems, but they are OS-specific and describe different restart behaviors/failures." + }, + { + "left": "issue:48479", + "right": "issue:68104", + "accept": false, + "reason": "Different Gemini bugs: auth selection regression versus image_generate HTTP/2 timeout." + }, + { + "left": "issue:50651", + "right": "issue:67988", + "accept": false, + "reason": "Both affect the model dropdown, but one hides duplicates and the other shows alias/key instead of display name." + }, + { + "left": "issue:50982", + "right": "issue:67607", + "accept": false, + "reason": "Both relate to threaded messaging, but Telegram topic delivery and Slack thread replies are distinct features." + }, + { + "left": "issue:50982", + "right": "issue:68665", + "accept": false, + "reason": "Telegram cron thread-id support and Signal quote replies are unrelated." + }, + { + "left": "issue:51084", + "right": "issue:66619", + "accept": false, + "reason": "Feishu document reading regression versus Telegram setup trim TypeError; unrelated." + }, + { + "left": "issue:51084", + "right": "issue:66641", + "accept": false, + "reason": "Different bugs: Feishu document access versus installer quickstart trim crash." + }, + { + "left": "issue:51578", + "right": "issue:68585", + "accept": false, + "reason": "Different messaging features: Feishu voice bubbles versus Slack thread replies." + }, + { + "left": "issue:53232", + "right": "issue:55011", + "accept": false, + "reason": "Both mention missing providers after upgrade, but one is media-understanding and the other image_generate; too broad to treat as the same bug." + }, + { + "left": "issue:53271", + "right": "issue:68021", + "accept": true, + "reason": "Same WebChat/Control-UI image upload regression: images remain local, disappear on refresh, and no upload request/attachments are sent." + }, + { + "left": "issue:53443", + "right": "issue:67114", + "accept": false, + "reason": "Gateway probe/local loopback failure is not the same as Windows status/health hanging after restart." + }, + { + "left": "issue:53494", + "right": "issue:67502", + "accept": false, + "reason": "Both mention corruption/loss, but one is tool registry loss after image messages and the other is assistant response loss in nested lane congestion; different code paths." + }, + { + "left": "issue:53512", + "right": "issue:64302", + "accept": false, + "reason": "Both involve compaction/context overflow, but one is agent switching being ignored and the other is compaction settings not being honored; not clearly the same defect." + }, + { + "left": "issue:53578", + "right": "issue:66202", + "accept": false, + "reason": "OAuth slowness and Ollama model unavailability are unrelated regressions." + }, + { + "left": "issue:53998", + "right": "issue:68154", + "accept": false, + "reason": "Both are audit false positives, but for different rules (plaintext env refs vs phantom bundled plugins)." + }, + { + "left": "issue:55011", + "right": "issue:64628", + "accept": true, + "reason": "Both point to image tool/provider resolution failing because the API/provider is not registered, which looks like the same registration bug." + }, + { + "left": "issue:57099", + "right": "issue:62995", + "accept": false, + "reason": "Different provider/auth regressions: explicit ollama provider registration versus amazon-bedrock instance-role API-key detection." + }, + { + "left": "issue:57256", + "right": "issue:65950", + "accept": false, + "reason": "Both are status-report inaccuracies, but one is a memory availability false negative and the other is cron session success despite incomplete work." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet: 36247/36248 is the only pair with explicit duplicate evidence, and the other accepted pair (53271/68021) is closely aligned by title/body description. The remaining soft-edge rejections are conservative and appropriately avoid claiming duplicates from only broad subsystem similarity." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 172, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:58385", + "issue:59257", + "issue:61455", + "issue:62958", + "issue:63570", + "issue:64577", + "issue:64707", + "issue:64710", + "issue:64732", + "issue:64801", + "issue:64845", + "issue:64931", + "issue:65119", + "issue:65314", + "issue:65437", + "issue:65498", + "issue:65524", + "issue:65653", + "issue:65751", + "issue:65890", + "issue:65997", + "issue:66006", + "issue:66065", + "issue:66097", + "issue:66121", + "issue:66288", + "issue:66317", + "issue:66319", + "issue:66381", + "issue:66391", + "issue:66533", + "issue:66635", + "issue:66746", + "issue:66763", + "issue:66952", + "issue:66981", + "issue:67235", + "issue:67416", + "issue:67598", + "issue:67938", + "issue:68026", + "issue:68033", + "issue:68044", + "issue:68239", + "issue:68344", + "issue:68405", + "issue:68522", + "issue:68766" + ], + "soft_pairs": [ + "issue:58385|issue:68026", + "issue:59257|issue:67598", + "issue:61455|issue:66391", + "issue:62958|issue:68344", + "issue:63570|issue:64931", + "issue:64577|issue:65437", + "issue:64707|issue:67416", + "issue:64710|issue:67938", + "issue:64732|issue:65997", + "issue:64801|issue:66121", + "issue:64845|issue:65653", + "issue:65119|issue:65314", + "issue:65314|issue:66981", + "issue:65498|issue:66533", + "issue:65524|issue:65751", + "issue:65890|issue:66746", + "issue:66006|issue:68239", + "issue:66065|issue:66635", + "issue:66097|issue:66763", + "issue:66288|issue:68044", + "issue:66381|issue:68239", + "issue:66952|issue:68766", + "issue:67235|issue:68405", + "issue:68033|issue:68522", + "issue:66317|issue:66319" + ], + "prepared_review_unit_hash": "2fac27279614bd12a5a7e014b45ef080e88f4e797723dd26a873fd81ce8cdac3", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 25, + "serialized_chars": 35327, + "estimated_input_tokens": 8832, + "estimated_eval_tokens": 17920 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This cluster is mostly heterogeneous, but it does contain three accepted duplicate pairs: the cron `payload.model` override bug (59257/67598), the `plugins.allow` / synthetic command-id CLI gating bug (64732/65997), and the near-identical spam/promotional pair (66317/66319). The earlier summary undercounted the accepted pairs by omitting 66317/66319, so the correct cluster-level takeaway is three solid soft duplicates, not two.", + "confidence": 0.95, + "canonical_issue_reason": "issue:59257 is the best canonical issue because it is a detailed, concrete bug report with a clear duplicate counterpart (67598) and a well-defined affected code path.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:59257 is the strongest overall issue in this set: it is specific, technically grounded, and clearly duplicated by a later report. The other accepted pair 64732/65997 is also strong, but 59257 is more fully described.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:58385", + "right": "issue:68026", + "accept": false, + "reason": "Both mention web_fetch/validation, but 58385 is a specific schema error while 68026 is a broader infinite-loop-on-validation report." + }, + { + "left": "issue:59257", + "right": "issue:67598", + "accept": true, + "reason": "Same bug: isolated cron sessions ignore the requested model override and run on the primary/wrong model instead." + }, + { + "left": "issue:61455", + "right": "issue:66391", + "accept": false, + "reason": "Both involve timeouts, but one is a general tool-calling timeout report and the other is a local Ollama TUI session-ID failure." + }, + { + "left": "issue:62958", + "right": "issue:68344", + "accept": false, + "reason": "Both concern Ollama/local-model behavior, but one is a macOS hang in agent mode and the other bundles context-window and tool-support issues." + }, + { + "left": "issue:63570", + "right": "issue:64931", + "accept": false, + "reason": "Both are config-regeneration complaints, but they affect different artifacts: plugin config vs LaunchAgent environment variables." + }, + { + "left": "issue:64577", + "right": "issue:65437", + "accept": false, + "reason": "Both touch Slack/plugin authorization, but they describe different gates and failure modes." + }, + { + "left": "issue:64707", + "right": "issue:67416", + "accept": false, + "reason": "Different subsystems and symptoms: Feishu account auto-creation vs a Windows gateway restart crash." + }, + { + "left": "issue:64710", + "right": "issue:67938", + "accept": false, + "reason": "Both mention timeouts, but the code paths are unrelated: Ollama agent inference vs sequential account probing." + }, + { + "left": "issue:64732", + "right": "issue:65997", + "accept": true, + "reason": "Same underlying bug: `plugins.allow` / synthetic command-id handling breaks the CLI help/plugin gating path." + }, + { + "left": "issue:64801", + "right": "issue:66121", + "accept": false, + "reason": "Both involve `plugins.allow`, but one is Discord loading when excluded and the other is a false-positive doctor check." + }, + { + "left": "issue:64845", + "right": "issue:65653", + "accept": false, + "reason": "Same memory-dreaming area, but different defects: missing `idempotencyKey` validation vs orphaned-session cleanup." + }, + { + "left": "issue:65119", + "right": "issue:65314", + "accept": false, + "reason": "Both concern Ollama, but one is model detection disappearing and the other is an agent request timeout." + }, + { + "left": "issue:65314", + "right": "issue:66981", + "accept": false, + "reason": "Both involve timeouts, but one is Ollama agent inference and the other is a browser/gateway timeout." + }, + { + "left": "issue:65498", + "right": "issue:66533", + "accept": false, + "reason": "Both mention session/heartbeat behavior, but one is lost final reply after interrupts and the other is a WebChat selector labeling issue." + }, + { + "left": "issue:65524", + "right": "issue:65751", + "accept": false, + "reason": "Different areas entirely: deleted-agent session access vs Slack JSON manifest corruption." + }, + { + "left": "issue:65890", + "right": "issue:66746", + "accept": false, + "reason": "Both are memory/indexing regressions, but the specific failure modes differ: managed-collection fallback vs Windows FTS-only fallback." + }, + { + "left": "issue:66006", + "right": "issue:68239", + "accept": false, + "reason": "Both are WebChat issues, but auto-scroll and duplicate-message accumulation are different behaviors with different fixes." + }, + { + "left": "issue:66065", + "right": "issue:66635", + "accept": false, + "reason": "No meaningful overlap in code path: managed browser CDP reachability vs WhatsApp inline media handling." + }, + { + "left": "issue:66097", + "right": "issue:66763", + "accept": false, + "reason": "Close in theme, but one is a profile misreported as not running and the other is a macOS attach failure despite a valid debugger URL." + }, + { + "left": "issue:66288", + "right": "issue:68044", + "accept": false, + "reason": "Both concern pasted/uploaded images, but they are different integration paths: WebChat vs direct Anthropic API." + }, + { + "left": "issue:66317", + "right": "issue:66319", + "accept": true, + "reason": "Effectively identical spam/promotional issues with the same one-click deploy message and only minor wording differences." + }, + { + "left": "issue:66381", + "right": "issue:68239", + "accept": false, + "reason": "Both are WebChat message issues, but a transient disappear/reappear bug is not the same as duplicate accumulation." + }, + { + "left": "issue:66952", + "right": "issue:68766", + "accept": false, + "reason": "Both involve auth/session recovery, but they are different providers and different failure modes." + }, + { + "left": "issue:67235", + "right": "issue:68405", + "accept": false, + "reason": "Both involve isolated/probed auth resolution, but one uses the wrong auth store and the other fails Anthropic auth resolution in cron isolated runs." + }, + { + "left": "issue:68033", + "right": "issue:68522", + "accept": false, + "reason": "Both mention openai-codex, but one is Cloudflare/OAuth scope and the other is DNS lookup after successful auth." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "The summary is not fully grounded in the packet: it says there are only two solid duplicate pairs, but the analyst also marked issue:66317 and issue:66319 as an accepted duplicate pair. Because of that omission, the cluster-level conclusion is overstated. The accepted 59257/67598 and 64732/65997 pairs look conservative; the problem is the summary\u2019s count/completeness." + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 173, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:30768", + "issue:30917", + "issue:32473", + "issue:32622", + "issue:33256", + "issue:33468", + "issue:34298", + "issue:36056", + "issue:37322", + "issue:37546", + "issue:47563", + "issue:52286", + "issue:52292", + "issue:52945", + "issue:53135", + "issue:53291", + "issue:53405", + "issue:53587", + "issue:53590", + "issue:53591", + "issue:53735", + "issue:53785", + "issue:53813", + "issue:62446", + "issue:63704", + "issue:63862", + "issue:64055", + "issue:64202", + "issue:64250", + "issue:64341", + "issue:65182", + "issue:65304", + "issue:65674", + "issue:65721", + "issue:66317", + "issue:66323", + "issue:66324", + "issue:66325", + "issue:66423", + "issue:66642", + "issue:66643", + "issue:66858", + "issue:66859", + "issue:66860", + "issue:66861", + "issue:67482", + "issue:67585", + "issue:67742" + ], + "soft_pairs": [ + "issue:66317|issue:66323", + "issue:66642|issue:66643", + "issue:53291|issue:53405", + "issue:53291|issue:66325", + "issue:33256|issue:33468", + "issue:53813|issue:65304", + "issue:53587|issue:53590", + "issue:65674|issue:65721", + "issue:53405|issue:66317", + "issue:30768|issue:64341", + "issue:66859|issue:66860", + "issue:53405|issue:67585", + "issue:53591|issue:53735", + "issue:53291|issue:66323", + "issue:53291|issue:66324", + "issue:53135|issue:63862", + "issue:66859|issue:66861", + "issue:32622|issue:37322", + "issue:62446|issue:67482", + "issue:32473|issue:37546", + "issue:53785|issue:64055", + "issue:37546|issue:67742", + "issue:66858|issue:66859", + "issue:34298|issue:36056", + "issue:65182|issue:66423", + "issue:52286|issue:52292", + "issue:64250|issue:67742", + "issue:63704|issue:64202", + "issue:30917|issue:52945", + "issue:47563|issue:53785" + ], + "prepared_review_unit_hash": "af65a766aea98bcdf4b867394d4e723d27a8ffa1d7be602dde1ac64bac950f22", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 30, + "serialized_chars": 36727, + "estimated_input_tokens": 9182, + "estimated_eval_tokens": 18620 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Mostly a heterogeneous issue set with a few clear duplicates/near-duplicates (translation duplicates, the same GoogleChat startup failure, Kimi tool-call regression, and the config-modification self-destruct bug). Most other soft pairs are only broadly related by subsystem and should stay separate.", + "confidence": 0.86, + "canonical_issue_reason": "No single canonical issue cleanly represents the whole set because the items split into multiple unrelated bugs and spam-like requests rather than one duplicate cluster.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:67482 is the strongest standalone bug report in the set: detailed, reproducible, and actionable. It is not a representative for the whole cluster, but it is the best-quality issue overall.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:66317", + "right": "issue:66323", + "accept": false, + "reason": "Different spam/request text; same general theme of promotion, but not the same underlying issue." + }, + { + "left": "issue:66642", + "right": "issue:66643", + "accept": true, + "reason": "Same request in English/Chinese: alternatives to free credits." + }, + { + "left": "issue:53291", + "right": "issue:53405", + "accept": true, + "reason": "Same WeChat group item with only title formatting/language variation." + }, + { + "left": "issue:53291", + "right": "issue:66325", + "accept": false, + "reason": "WeChat group vs one-click deploy scheme; unrelated requests." + }, + { + "left": "issue:33256", + "right": "issue:33468", + "accept": true, + "reason": "Both report the same GoogleChat breakage / startup failure in the same release window." + }, + { + "left": "issue:53813", + "right": "issue:65304", + "accept": false, + "reason": "Both are tool-parameter failures, but one is a consecutive-call command loss and the other is a broad Windows regression across tools." + }, + { + "left": "issue:53587", + "right": "issue:53590", + "accept": false, + "reason": "Both concern invalid model IDs, but one is a bad OpenRouter ID error and the other is post-update invalidation warnings; different failure modes." + }, + { + "left": "issue:65674", + "right": "issue:65721", + "accept": true, + "reason": "Same core security bug: agents can modify critical config files / self-destruct through configuration changes." + }, + { + "left": "issue:53405", + "right": "issue:66317", + "accept": false, + "reason": "Same broad spam/social topic, but not the same concrete request." + }, + { + "left": "issue:30768", + "right": "issue:64341", + "accept": false, + "reason": "Enterprise WeChat duplicate messages vs an empty issue stub; no clear shared bug." + }, + { + "left": "issue:66859", + "right": "issue:66860", + "accept": false, + "reason": "Both are restart-recovery related, but they describe different concrete subproblems and would not merge into one PR." + }, + { + "left": "issue:53405", + "right": "issue:67585", + "accept": false, + "reason": "Different community-group promotion requests (WeChat vs WhatsApp), not duplicates." + }, + { + "left": "issue:53591", + "right": "issue:53735", + "accept": true, + "reason": "Same Kimi tool-call parameter regression / missing args compatibility problem." + }, + { + "left": "issue:53291", + "right": "issue:66323", + "accept": false, + "reason": "One is a WeChat group issue; the other is unrelated promotional spam." + }, + { + "left": "issue:53291", + "right": "issue:66324", + "accept": false, + "reason": "Same as above: unrelated promotional content, not the same issue." + }, + { + "left": "issue:53135", + "right": "issue:63862", + "accept": false, + "reason": "Control UI assets missing vs pnpm/WSL binary misdetection; different bugs." + }, + { + "left": "issue:66859", + "right": "issue:66861", + "accept": false, + "reason": "Both are restart/continuity related, but one is archive/handoff failure and the other is post-compaction resume quality; distinct code paths." + }, + { + "left": "issue:32622", + "right": "issue:37322", + "accept": false, + "reason": "Data inspection failure vs 404 on TUI/web; unrelated runtime errors." + }, + { + "left": "issue:62446", + "right": "issue:67482", + "accept": false, + "reason": "Both occur during install/init, but one is a missing module and the other is an init-wizard trim TypeError; different root causes." + }, + { + "left": "issue:32473", + "right": "issue:37546", + "accept": false, + "reason": "Secure-context/device-identity requirement vs message ordering conflict; unrelated bugs." + }, + { + "left": "issue:53785", + "right": "issue:64055", + "accept": false, + "reason": "Missing Linux binary in npm package vs arm64 restart port-in-use failure; different problems." + }, + { + "left": "issue:37546", + "right": "issue:67742", + "accept": false, + "reason": "Message ordering conflict vs model fallback/version complaint; unrelated." + }, + { + "left": "issue:66858", + "right": "issue:66859", + "accept": false, + "reason": "Related restart-recovery umbrella, but different concrete failure descriptions and fixes." + }, + { + "left": "issue:34298", + "right": "issue:36056", + "accept": false, + "reason": "Localhost 404 on root path vs origin-restriction rejection; different access-control issues." + }, + { + "left": "issue:65182", + "right": "issue:66423", + "accept": false, + "reason": "Both mention tags, but one is Control UI final-tag stripping and the other is tool_call text-only behavior." + }, + { + "left": "issue:52286", + "right": "issue:52292", + "accept": false, + "reason": "One is Telegram topic file routing, the other duplicate image sends; same messaging area but different bugs." + }, + { + "left": "issue:64250", + "right": "issue:67742", + "accept": false, + "reason": "Context-limit reset vs model fallback version; unrelated." + }, + { + "left": "issue:63704", + "right": "issue:64202", + "accept": false, + "reason": "Raw-mode SyntaxError in config page vs CSS clipping/overlap; different UI bugs." + }, + { + "left": "issue:30917", + "right": "issue:52945", + "accept": false, + "reason": "One is a concrete Telegram/model failure, the other is an empty issue stub." + }, + { + "left": "issue:47563", + "right": "issue:53785", + "accept": false, + "reason": "Different build/runtime packages and symptoms: sharp build error vs missing matrix crypto binary." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet: it reflects a heterogeneous set with a handful of clear duplicates/near-duplicates and many unrelated items. The accepted soft-edge verdicts are mostly conservative based on the titles/body signals available (exact/translation duplicates and closely matched regressions), and the rejected pairs avoid overclaiming on broad subsystem similarity." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 174, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:30025", + "issue:30922", + "issue:32812", + "issue:33166", + "issue:35227", + "issue:50983", + "issue:51120", + "issue:52039", + "issue:52282", + "issue:53537", + "issue:53870", + "issue:63026", + "issue:63701", + "issue:63834", + "issue:63862", + "issue:64046", + "issue:64186", + "issue:64202", + "issue:64250", + "issue:64348", + "issue:64945", + "issue:65102", + "issue:65107", + "issue:65189", + "issue:65321", + "issue:65582", + "issue:65844", + "issue:65860", + "issue:65861", + "issue:65863", + "issue:65870", + "issue:66298", + "issue:66299", + "issue:66325", + "issue:66534", + "issue:66535", + "issue:66624", + "issue:66642", + "issue:66752", + "issue:66979", + "issue:67048", + "issue:67525", + "issue:67742", + "issue:68447", + "issue:68461", + "issue:68602", + "issue:68788" + ], + "soft_pairs": [ + "issue:66298|issue:66299", + "issue:63834|issue:66752", + "issue:66624|issue:67525", + "issue:66534|issue:66535", + "issue:63026|issue:68447", + "issue:33166|issue:63862", + "issue:65582|issue:68788", + "issue:51120|issue:66979", + "issue:53870|issue:67742", + "issue:53537|issue:64202", + "issue:52282|issue:63862", + "issue:65861|issue:65870", + "issue:51120|issue:64046", + "issue:65102|issue:65107", + "issue:65860|issue:65863", + "issue:50983|issue:53870", + "issue:51120|issue:67048", + "issue:51120|issue:68602", + "issue:30025|issue:52039", + "issue:64348|issue:64945", + "issue:30922|issue:65189", + "issue:63701|issue:64250", + "issue:64186|issue:68461", + "issue:65860|issue:65870", + "issue:32812|issue:35227", + "issue:65321|issue:65844", + "issue:66325|issue:66642" + ], + "prepared_review_unit_hash": "3469613435431df4760bd88df09f9ba4f677cd6a16bdeed978319b5bb3fcb126", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 27, + "serialized_chars": 35399, + "estimated_input_tokens": 8850, + "estimated_eval_tokens": 17956 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Only one soft pair looks like the same underlying bug: the ACP Discord-thread command routing failure and its session-key fallback/root-cause report. The rest are different issues despite superficial similarity in subsystem or wording.", + "confidence": 0.86, + "canonical_issue_reason": "issue:66298 is the best umbrella report: it describes the user-visible failure (/acp commands being swallowed in a bound Discord thread) that duplicate reports can map to.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:66298 is the strongest canonical duplicate target because it captures the end-user symptom and broader impact, while 66299 reads like a narrower implementation detail.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:66298", + "right": "issue:66299", + "accept": true, + "reason": "Same ACP thread-command bug: 66298 reports /acp commands being swallowed, and 66299 describes the session-key resolution path that would cause that failure." + }, + { + "left": "issue:63834", + "right": "issue:66752", + "accept": false, + "reason": "Both touch packaging/audit, but one is a false probe_failed warning from a bad bundled hash and the other is an ARM64 ERR_MODULE_NOT_FOUND during global install." + }, + { + "left": "issue:66624", + "right": "issue:67525", + "accept": false, + "reason": "Different crash paths: onboarding/channel selection trim() error vs doctor crash in callback dedupe cleanup." + }, + { + "left": "issue:66534", + "right": "issue:66535", + "accept": false, + "reason": "One is missing lifecycle:end payload fields on pi-embedded; the other is canceling /compact in progress. Related area, different bug." + }, + { + "left": "issue:63026", + "right": "issue:68447", + "accept": false, + "reason": "Both involve routing, but one misroutes file upload to heartbeat and the other chooses the wrong provider for a model ID prefix." + }, + { + "left": "issue:33166", + "right": "issue:63862", + "accept": false, + "reason": "Both mention pnpm errors, but one is a generic post-install failure and the other is a specific WSL npm_execpath/ELF execution issue." + }, + { + "left": "issue:65582", + "right": "issue:68788", + "accept": false, + "reason": "Different platform/command failures: macOS mkdir '/home/node' versus Windows claude shim allowlist ENOENT." + }, + { + "left": "issue:51120", + "right": "issue:66979", + "accept": false, + "reason": "A feature request for lazy-loading skills is unrelated to a sandbox limit request." + }, + { + "left": "issue:53870", + "right": "issue:67742", + "accept": false, + "reason": "Package release VirusTotal scanning is unrelated to the Opus model fallback/version issue." + }, + { + "left": "issue:53537", + "right": "issue:64202", + "accept": false, + "reason": "Model-switch infinite loop and CSS clipping/overlap are unrelated bugs." + }, + { + "left": "issue:52282", + "right": "issue:63862", + "accept": false, + "reason": "Both are Windows/PNPM-related, but one is a quoted Program Files build command failure and the other is WSL pnpm binary misdetection." + }, + { + "left": "issue:65861", + "right": "issue:65870", + "accept": false, + "reason": "Different path-reference bugs: nonexistent directory in labeler.yml versus stale docs URL in code." + }, + { + "left": "issue:51120", + "right": "issue:64046", + "accept": false, + "reason": "Lazy-load skills feature and sensitive-data de-identification feature are unrelated requests." + }, + { + "left": "issue:65102", + "right": "issue:65107", + "accept": false, + "reason": "Different security-policy bugs: inline Python execution blocked versus browser SSRF hostname navigation blocked." + }, + { + "left": "issue:65860", + "right": "issue:65863", + "accept": false, + "reason": "One is a bad error-message anchor, the other is a missing provider entry in docs." + }, + { + "left": "issue:50983", + "right": "issue:53870", + "accept": false, + "reason": "License-compliance/security-scan issues are different problems." + }, + { + "left": "issue:51120", + "right": "issue:67048", + "accept": false, + "reason": "Lazy-load skills is unrelated to @mention filtering for robot replies." + }, + { + "left": "issue:51120", + "right": "issue:68602", + "accept": false, + "reason": "Lazy-load skills is unrelated to collapsing inbound message metadata in webchat." + }, + { + "left": "issue:30025", + "right": "issue:52039", + "accept": false, + "reason": "Embedded-agent connection error and chat-box exclamation spam are not the same bug." + }, + { + "left": "issue:64348", + "right": "issue:64945", + "accept": false, + "reason": "Both are packaging/regression reports, but one is missing qa/scenarios files and the other is CLI startup/completion breakage; too different without stronger evidence." + }, + { + "left": "issue:30922", + "right": "issue:65189", + "accept": false, + "reason": "Hardcoded Web UI version and UI-layer memory leak exposure are unrelated." + }, + { + "left": "issue:63701", + "right": "issue:64250", + "accept": false, + "reason": "Gateway cron stack overflow and conversation context-limit reset are different failure modes." + }, + { + "left": "issue:64186", + "right": "issue:68461", + "accept": false, + "reason": "Remote-vs-local Ollama routing and context-limit reset after install are unrelated." + }, + { + "left": "issue:32812", + "right": "issue:35227", + "accept": false, + "reason": "Dashboard save-button failure and model/message persistence issues are different user flows." + }, + { + "left": "issue:65321", + "right": "issue:65844", + "accept": false, + "reason": "Built-in TTS provider failure and Codex profile/auth collapse are unrelated." + }, + { + "left": "issue:66325", + "right": "issue:66642", + "accept": false, + "reason": "Deployment-plan spam and an unrelated 'Alternatives to free credits' issue share no concrete bug." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet and the soft-edge decisions are conservative. The only accepted pair, issue:66298 vs issue:66299, is plausibly the same ACP Discord-thread bug from symptom vs root-cause descriptions; the remaining rejects are well supported by the issue titles and stay on the cautious side." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 175, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:29506", + "issue:30025", + "issue:30768", + "issue:30917", + "issue:33053", + "issue:49264", + "issue:49347", + "issue:50253", + "issue:50983", + "issue:51120", + "issue:51656", + "issue:52510", + "issue:52836", + "issue:53547", + "issue:53689", + "issue:53735", + "issue:53785", + "issue:53925", + "issue:56982", + "issue:57072", + "issue:62089", + "issue:63079", + "issue:63219", + "issue:63602", + "issue:63736", + "issue:63862", + "issue:63863", + "issue:63877", + "issue:64251", + "issue:64351", + "issue:64374", + "issue:64636", + "issue:65244", + "issue:65510", + "issue:65665", + "issue:65740", + "issue:66227", + "issue:66406", + "issue:66409", + "issue:66718", + "issue:66979", + "issue:67237", + "issue:67408", + "issue:67705", + "issue:67774", + "issue:67786", + "issue:67798", + "issue:67817" + ], + "soft_pairs": [ + "issue:63736|issue:66227", + "issue:29506|issue:64374", + "issue:63602|issue:66406", + "issue:64636|issue:67817", + "issue:30025|issue:30768", + "issue:33053|issue:53925", + "issue:50253|issue:66979", + "issue:57072|issue:62089", + "issue:53785|issue:65740", + "issue:52836|issue:56982", + "issue:51656|issue:65665", + "issue:49264|issue:52510", + "issue:51120|issue:63219", + "issue:52836|issue:67237", + "issue:53547|issue:65244", + "issue:30917|issue:67774", + "issue:66718|issue:67705", + "issue:50983|issue:67408", + "issue:53689|issue:53735", + "issue:30025|issue:66409", + "issue:63877|issue:65510", + "issue:63079|issue:67786", + "issue:63863|issue:64351", + "issue:49347|issue:63862", + "issue:53547|issue:64636", + "issue:64251|issue:67798" + ], + "prepared_review_unit_hash": "337ad02b76d70bf188be4f514b4d4f4dec6523f121999ed371378bec4dee3c24", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 26, + "serialized_chars": 35028, + "estimated_input_tokens": 8757, + "estimated_eval_tokens": 17770 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This set is mostly a grab bag of unrelated issues across different subsystems. Only one soft pair looks like a plausible duplicate: the two Google Chat inbound/webhook auth failures. The rest are similar only at a high level (same product area, same symptom class, or same buzzwords) and should stay separate.", + "confidence": 0.82, + "canonical_issue_reason": "issue:67786 is the clearest, most specific report in the only plausible duplicate pair: it names the exact Google Chat 401/JWT audience-validation failure and gives a concrete auth symptom to anchor triage.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:67786 is the best standalone issue here because it is specific, reproducible, and describes the concrete failing code path more clearly than the other candidates.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:63736", + "right": "issue:66227", + "accept": false, + "reason": "Both mention hangs, but one is a generic hang report and the other is a CLI exit hang after listing output; not enough evidence of the same bug." + }, + { + "left": "issue:29506", + "right": "issue:64374", + "accept": false, + "reason": "Both are Slack missing_scope errors, but they describe different actions and paths (channel-name lookup vs message read)." + }, + { + "left": "issue:63602", + "right": "issue:66406", + "accept": false, + "reason": "MCP schema-loading failure and Feishu reaction API validation error are unrelated code paths." + }, + { + "left": "issue:64636", + "right": "issue:67817", + "accept": false, + "reason": "Proxy env handling and Discord service env configuration are different problems." + }, + { + "left": "issue:30025", + "right": "issue:30768", + "accept": false, + "reason": "Embedded agent connection error and Enterprise WeChat duplicate messages are clearly different bugs." + }, + { + "left": "issue:33053", + "right": "issue:53925", + "accept": false, + "reason": "QQ Bot cron announce behavior and /btw model-specific failure do not look like the same underlying defect." + }, + { + "left": "issue:50253", + "right": "issue:66979", + "accept": false, + "reason": "IPv6 bind support request and sandbox limit feature request are unrelated." + }, + { + "left": "issue:57072", + "right": "issue:62089", + "accept": false, + "reason": "Route-navigation state desync and raw tool-call rendering are different UI bugs." + }, + { + "left": "issue:53785", + "right": "issue:65740", + "accept": false, + "reason": "NPM package binary bundling and Chrome CDP websocket reachability are separate issues." + }, + { + "left": "issue:52836", + "right": "issue:56982", + "accept": false, + "reason": "Agent not doing tasks and doctor gateway/proxy-auth errors are not the same failure." + }, + { + "left": "issue:51656", + "right": "issue:65665", + "accept": false, + "reason": "Both involve vision/image features, but one is routing fallback and the other is stale image data." + }, + { + "left": "issue:49264", + "right": "issue:52510", + "accept": false, + "reason": "SecretRef crash in doctor and false-positive cleanup hint in doctor are distinct bugs." + }, + { + "left": "issue:51120", + "right": "issue:63219", + "accept": false, + "reason": "Lazy-load skills feature request and Mythos feature request are unrelated." + }, + { + "left": "issue:52836", + "right": "issue:67237", + "accept": false, + "reason": "A generic 'agent does nothing' report is too broad to merge with the specific agent-not-reporting issue." + }, + { + "left": "issue:53547", + "right": "issue:65244", + "accept": false, + "reason": "Workspace bootstrap-file loading and sqlite extension loading are different subsystems." + }, + { + "left": "issue:30917", + "right": "issue:67774", + "accept": false, + "reason": "Telegram model incompatibility and an empty-titled bug report are not the same underlying problem." + }, + { + "left": "issue:66718", + "right": "issue:67705", + "accept": false, + "reason": "Both are undefined-property crashes, but they occur in different functions and contexts." + }, + { + "left": "issue:50983", + "right": "issue:67408", + "accept": false, + "reason": "Security/license notice for code-parser and OpenRouter stream/parser bug are unrelated." + }, + { + "left": "issue:53689", + "right": "issue:53735", + "accept": false, + "reason": "Model-not-found for kimi-k2.5 and Kimi tool-call parameter loss are different bug classes." + }, + { + "left": "issue:30025", + "right": "issue:66409", + "accept": false, + "reason": "Embedded connection error and a Chinese report about chat lag/too many outputs do not match as the same bug." + }, + { + "left": "issue:63877", + "right": "issue:65510", + "accept": false, + "reason": "Local HTTP Firecrawl service failure and SecretRef API-key handling are distinct Firecrawl issues." + }, + { + "left": "issue:63079", + "right": "issue:67786", + "accept": true, + "reason": "Both point to Google Chat failing because of audience/JWT validation in the webhook/auth path; same concrete bug surface." + }, + { + "left": "issue:63863", + "right": "issue:64351", + "accept": false, + "reason": "Sidecar startup delay due to chat.history and sidecar not auto-starting are related only at a very broad startup level." + }, + { + "left": "issue:49347", + "right": "issue:63862", + "accept": false, + "reason": "Generic pnpm install failure and WSL npm_execpath misdetection causing ELF execution are different concrete failures." + }, + { + "left": "issue:53547", + "right": "issue:64636", + "accept": false, + "reason": "Bootstrap-file loading and ignored HTTP_PROXY environment variables are unrelated." + }, + { + "left": "issue:64251", + "right": "issue:67798", + "accept": false, + "reason": "CLI-backed follow-up failure and OAuth/VPS backend rejection are separate code paths and symptoms." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet and the conservative rejections are appropriate. The one accepted soft pair, issue:63079 vs issue:67786, is well supported by the shared Google Chat inbound/webhook JWT audience-validation failure described in both titles, and nothing else is overstated." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 176, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:28077", + "issue:30025", + "issue:30908", + "issue:31598", + "issue:31804", + "issue:32439", + "issue:32812", + "issue:33316", + "issue:33468", + "issue:34520", + "issue:35249", + "issue:51120", + "issue:52749", + "issue:52836", + "issue:53733", + "issue:53928", + "issue:61033", + "issue:62995", + "issue:63602", + "issue:63609", + "issue:63701", + "issue:64055", + "issue:64385", + "issue:64552", + "issue:64900", + "issue:65119", + "issue:65529", + "issue:65786", + "issue:65860", + "issue:65861", + "issue:66091", + "issue:66317", + "issue:66323", + "issue:66324", + "issue:66381", + "issue:66463", + "issue:66464", + "issue:66573", + "issue:66624", + "issue:66643", + "issue:67043", + "issue:67106", + "issue:67136", + "issue:67162", + "issue:67482", + "issue:67629", + "issue:67683", + "issue:68222" + ], + "soft_pairs": [ + "issue:30025|issue:34520", + "issue:53733|issue:66317", + "issue:66643|issue:67629", + "issue:31598|issue:31804", + "issue:66323|issue:67043", + "issue:66324|issue:67043", + "issue:28077|issue:32439", + "issue:52836|issue:68222", + "issue:64900|issue:65529", + "issue:66463|issue:66464", + "issue:61033|issue:67683", + "issue:64055|issue:65119", + "issue:32812|issue:35249", + "issue:33468|issue:63602", + "issue:52749|issue:67482", + "issue:53928|issue:62995", + "issue:63701|issue:66573", + "issue:65786|issue:66624", + "issue:63609|issue:64552", + "issue:30025|issue:33316", + "issue:65860|issue:65861", + "issue:66381|issue:67106", + "issue:30908|issue:67162", + "issue:51120|issue:66091", + "issue:64385|issue:67136" + ], + "prepared_review_unit_hash": "61d0ce476613636b77d1895fa5aa32fdf034013ea488cf72a8098a6fd6a5993e", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 25, + "serialized_chars": 35283, + "estimated_input_tokens": 8821, + "estimated_eval_tokens": 17898 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This cluster is mostly heterogeneous; the only clear duplicate pair is the dashboard model dropdown/provider-filter bug. All other soft pairs are related only at a broad subsystem level or are plainly different issues, so they should stay separate.", + "confidence": 0.94, + "canonical_issue_reason": "issue:66464 is the clearest representative of the one true duplicate pair: it precisely describes the dashboard model dropdown filtering by configured providers, and issue:66463 is the same bug in Chinese and already closed.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:66464 is the best issue to keep as the canonical record because it is specific, readable, and matches the only accepted duplicate pair.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:30025", + "right": "issue:34520", + "accept": false, + "reason": "Both are generic failure reports, but one is embedded-agent connection errors and the other is a save/configuration problem; different code paths." + }, + { + "left": "issue:53733", + "right": "issue:66317", + "accept": false, + "reason": "One is a mac Intel feature request and the other is unrelated promotional/spam-like content; not the same bug/change." + }, + { + "left": "issue:66643", + "right": "issue:67629", + "accept": false, + "reason": "One is about free quota alternatives, the other about showing cron running status; unrelated requests." + }, + { + "left": "issue:31598", + "right": "issue:31804", + "accept": false, + "reason": "Local VLLM empty output and gateway pairing-required connect failure are different failure modes and components." + }, + { + "left": "issue:66323", + "right": "issue:67043", + "accept": false, + "reason": "Unrelated promotional/spam-like issue versus a skill-dependency auto-detection feature request." + }, + { + "left": "issue:66324", + "right": "issue:67043", + "accept": false, + "reason": "Unrelated promotional/spam-like issue versus a skill-dependency auto-detection feature request." + }, + { + "left": "issue:28077", + "right": "issue:32439", + "accept": false, + "reason": "Both mention installation, but one is a generic install error and the other is mac-specific; not enough evidence of the same underlying bug." + }, + { + "left": "issue:52836", + "right": "issue:68222", + "accept": false, + "reason": "Both involve agent task execution, but one is general non-reporting and the other is Kimi Code session interruptions; different concrete problems." + }, + { + "left": "issue:64900", + "right": "issue:65529", + "accept": false, + "reason": "Remote CDP profile state tracking and Edge TTS provider registration are unrelated subsystems." + }, + { + "left": "issue:66463", + "right": "issue:66464", + "accept": true, + "reason": "Same dashboard model dropdown bug: both report filtering by configured providers, with one being the Chinese duplicate of the other." + }, + { + "left": "issue:61033", + "right": "issue:67683", + "accept": false, + "reason": "Both mention loops/infinite behavior, but WhatsApp self-message echo and Notion task-stop failure are different bugs." + }, + { + "left": "issue:64055", + "right": "issue:65119", + "accept": false, + "reason": "Gateway restart on arm64 port conflict and Ollama model detection loss are unrelated issues." + }, + { + "left": "issue:32812", + "right": "issue:35249", + "accept": false, + "reason": "Both are UI/configuration problems after install or upgrade, but one is saving tool settings and the other is enabling browser support; not the same bug." + }, + { + "left": "issue:33468", + "right": "issue:63602", + "accept": false, + "reason": "Different parser/runtime errors in different features (googlechat startup vs MCP inputSchema validation)." + }, + { + "left": "issue:52749", + "right": "issue:67482", + "accept": false, + "reason": "CLI gateway connection failure and init-wizard trim TypeError are different failure points." + }, + { + "left": "issue:53928", + "right": "issue:62995", + "accept": false, + "reason": "Both mention Bedrock credentials, but one is embedded-run credential loading and the other is aws-sdk instance-role API-key detection; not clearly the same code path." + }, + { + "left": "issue:63701", + "right": "issue:66573", + "accept": false, + "reason": "Plugin schema compilation recursion and chat.history limit enforcement are unrelated." + }, + { + "left": "issue:65786", + "right": "issue:66624", + "accept": false, + "reason": "Feishu config validation after upgrade and channel-selection trim error are different onboarding/config issues." + }, + { + "left": "issue:63609", + "right": "issue:64552", + "accept": false, + "reason": "Both are performance-related, but one is CLI hangs/SIGKILL and the other is per-API-call latency regression; not the same bug." + }, + { + "left": "issue:30025", + "right": "issue:33316", + "accept": false, + "reason": "Connection error in embedded agent runs and compaction failing are distinct failure modes." + }, + { + "left": "issue:65860", + "right": "issue:65861", + "accept": false, + "reason": "Both are invalid-reference bugs, but one is a nonexistent docs anchor and the other is a bad directory path in labeler config; different artifacts." + }, + { + "left": "issue:66381", + "right": "issue:67106", + "accept": false, + "reason": "Both describe disappearing text, but one is WebChat message flicker and the other is Safari control-UI pre-tool-call text loss; different contexts and triggers." + }, + { + "left": "issue:30908", + "right": "issue:67162", + "accept": false, + "reason": "Gateway restart config warnings and an empty issue title are unrelated." + }, + { + "left": "issue:51120", + "right": "issue:66091", + "accept": false, + "reason": "Feature request for lazy-loading skills and complaint about slower agent responses are not the same change or bug." + }, + { + "left": "issue:64385", + "right": "issue:67136", + "accept": false, + "reason": "Random config truncation and write-tool false success/file-not-created are different data-loss/write-path problems." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The output is grounded in the packet and stays conservative on the soft pairs. The 66463/66464 duplicate call is well supported by the matching dashboard-model/provider-filter titles, and the summary does not overclaim beyond that clear pair." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 177, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:26466", + "issue:28222", + "issue:29678", + "issue:30350", + "issue:30908", + "issue:31096", + "issue:33316", + "issue:33468", + "issue:47563", + "issue:50253", + "issue:51120", + "issue:51554", + "issue:51656", + "issue:51658", + "issue:51824", + "issue:52454", + "issue:53536", + "issue:53881", + "issue:53935", + "issue:57055", + "issue:57072", + "issue:57898", + "issue:59205", + "issue:61211", + "issue:63862", + "issue:63910", + "issue:64046", + "issue:64070", + "issue:64351", + "issue:64374", + "issue:64636", + "issue:65052", + "issue:65130", + "issue:65488", + "issue:65564", + "issue:65810", + "issue:65840", + "issue:66048", + "issue:66319", + "issue:66325", + "issue:66642", + "issue:67002", + "issue:67028", + "issue:67043", + "issue:67611", + "issue:67741", + "issue:68352", + "issue:68780" + ], + "soft_pairs": [ + "issue:30350|issue:51824", + "issue:52454|issue:57898", + "issue:59205|issue:65810", + "issue:51824|issue:65840", + "issue:26466|issue:29678", + "issue:50253|issue:51120", + "issue:28222|issue:33316", + "issue:63910|issue:65130", + "issue:65488|issue:65564", + "issue:47563|issue:64070", + "issue:68352|issue:68780", + "issue:57055|issue:57072", + "issue:33468|issue:64351", + "issue:64636|issue:66048", + "issue:31096|issue:64374", + "issue:61211|issue:63862", + "issue:50253|issue:67002", + "issue:51658|issue:64046", + "issue:53536|issue:67028", + "issue:66325|issue:67043", + "issue:51554|issue:53881", + "issue:67611|issue:67741", + "issue:66319|issue:66642", + "issue:51656|issue:65052", + "issue:30908|issue:53935" + ], + "prepared_review_unit_hash": "88eb71fa482f04626ba424f1c2585aa95bdf0b303b51ef1629d08770b8f124cf", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 25, + "serialized_chars": 34970, + "estimated_input_tokens": 8743, + "estimated_eval_tokens": 17742 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This cluster is mostly heterogeneous; the soft pairs share broad keywords but not the same underlying bug or change, so none should be merged as duplicates.", + "confidence": 0.94, + "canonical_issue_reason": "Issue 51824 is the clearest, most concrete bug report in the set, but the items in this cluster are not actually one coherent duplicate group.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 51824 is the strongest standalone issue: specific symptom, concrete scope, and enough detail to triage, even though it is not a duplicate of the others.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:30350", + "right": "issue:51824", + "accept": false, + "reason": "Different failures: UI title flicker after refresh vs provider mapping to qwen-portal; no shared underlying code path." + }, + { + "left": "issue:52454", + "right": "issue:57898", + "accept": false, + "reason": "One is a Telegram thread sync bug; the other is an unrelated generic complaint with no concrete matching symptom." + }, + { + "left": "issue:59205", + "right": "issue:65810", + "accept": false, + "reason": "Auth 401 after update and fallback-on-network-error behavior are distinct bugs, not the same failure." + }, + { + "left": "issue:51824", + "right": "issue:65840", + "accept": false, + "reason": "Provider mapping in the control UI is unrelated to image-tool 'Unknown model' lookup failures." + }, + { + "left": "issue:26466", + "right": "issue:29678", + "accept": false, + "reason": "Opposite symptoms around thinking blocks: leakage when disabled vs missing visibility when enabled." + }, + { + "left": "issue:50253", + "right": "issue:51120", + "accept": false, + "reason": "IPv6 bind support and lazy-loaded skills are unrelated feature requests." + }, + { + "left": "issue:28222", + "right": "issue:33316", + "accept": false, + "reason": "Built-in diagnostics plugin failure and compaction failure are different subsystems and errors." + }, + { + "left": "issue:63910", + "right": "issue:65130", + "accept": false, + "reason": "Both involve updates, but one is completions cleanup on install and the other is container package replacement; different root causes." + }, + { + "left": "issue:65488", + "right": "issue:65564", + "accept": false, + "reason": "Both mention Heartbeat, but one is context handling and the other is transcript/session file reuse; not the same bug." + }, + { + "left": "issue:47563", + "right": "issue:64070", + "accept": false, + "reason": "Different ARM64 dependency/build problems affecting different packages and recovery paths." + }, + { + "left": "issue:68352", + "right": "issue:68780", + "accept": false, + "reason": "Both are plugin allowlist warnings, but one is mismatched discovered IDs and the other is an empty-allowlist warning; related UX, not the same bug." + }, + { + "left": "issue:57055", + "right": "issue:57072", + "accept": false, + "reason": "SSRF policy/navigation blocking in sandbox browser is unrelated to chat UI state desync after navigation." + }, + { + "left": "issue:33468", + "right": "issue:64351", + "accept": false, + "reason": "googlechat startup crash and QMD sidecar auto-start are different components with no shared fix." + }, + { + "left": "issue:64636", + "right": "issue:66048", + "accept": false, + "reason": "Proxy env vars being ignored is unrelated to openclaw.json include flattening on gateway restart." + }, + { + "left": "issue:31096", + "right": "issue:64374", + "accept": false, + "reason": "Telegram send-message 403 and Slack-style read missing_scope are different permission failures on different actions." + }, + { + "left": "issue:61211", + "right": "issue:63862", + "accept": false, + "reason": "A build failure in whatsapp contract surfaces is unrelated to pnpm ELF execution/misdetection in WSL." + }, + { + "left": "issue:50253", + "right": "issue:67002", + "accept": false, + "reason": "IPv6 binding and per-channel workspace isolation are unrelated feature requests." + }, + { + "left": "issue:51658", + "right": "issue:64046", + "accept": false, + "reason": "Custom Brave Search base URL support and sensitive-data de-identification are unrelated features." + }, + { + "left": "issue:53536", + "right": "issue:67028", + "accept": false, + "reason": "Gateway API model switching and webchat message flicker/disappearance are different UI/backend bugs." + }, + { + "left": "issue:66325", + "right": "issue:67043", + "accept": false, + "reason": "One-click deployment marketing/feature request is unrelated to skill dependency auto-detection prompts." + }, + { + "left": "issue:51554", + "right": "issue:53881", + "accept": false, + "reason": "Wrong context-window display and log-stream viewport height are unrelated UI issues." + }, + { + "left": "issue:67611", + "right": "issue:67741", + "accept": false, + "reason": "Dreaming session cleanup and model fallback to Opus 4.7 are unrelated." + }, + { + "left": "issue:66319", + "right": "issue:66642", + "accept": false, + "reason": "One-click deploy promotional issue and free-credits alternatives are unrelated." + }, + { + "left": "issue:51656", + "right": "issue:65052", + "accept": false, + "reason": "Both involve vision/image tools, but one is bad fallback routing and the other is a stall with inbound images and dynamic tool exposure; different concrete bugs." + }, + { + "left": "issue:30908", + "right": "issue:53935", + "accept": false, + "reason": "Duplicate plugin-id config warning is unrelated to the empty or malformed bug report." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 178, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:31273", + "issue:35227", + "issue:35275", + "issue:35861", + "issue:36882", + "issue:50253", + "issue:50983", + "issue:51052", + "issue:51120", + "issue:51824", + "issue:52488", + "issue:53135", + "issue:53269", + "issue:53455", + "issue:53523", + "issue:53785", + "issue:53881", + "issue:53958", + "issue:54689", + "issue:62049", + "issue:63190", + "issue:63704", + "issue:63834", + "issue:64046", + "issue:64244", + "issue:64293", + "issue:64740", + "issue:64850", + "issue:64892", + "issue:64916", + "issue:65182", + "issue:65360", + "issue:65790", + "issue:65844", + "issue:66219", + "issue:66323", + "issue:66324", + "issue:66325", + "issue:66642", + "issue:66879", + "issue:67002", + "issue:67048", + "issue:67051", + "issue:67611", + "issue:68139", + "issue:68466", + "issue:68605" + ], + "soft_pairs": [ + "issue:64740|issue:66325", + "issue:65790|issue:66879", + "issue:64046|issue:67611", + "issue:62049|issue:63834", + "issue:53269|issue:64244", + "issue:65182|issue:65844", + "issue:50253|issue:67048", + "issue:51052|issue:53958", + "issue:35275|issue:53135", + "issue:63704|issue:68139", + "issue:36882|issue:53455", + "issue:53881|issue:65360", + "issue:51120|issue:67002", + "issue:51824|issue:64850", + "issue:64916|issue:67051", + "issue:54689|issue:68605", + "issue:31273|issue:35861", + "issue:64892|issue:68466", + "issue:66323|issue:66642", + "issue:66324|issue:66642", + "issue:64293|issue:66219", + "issue:35227|issue:63190", + "issue:50983|issue:52488", + "issue:53523|issue:53785" + ], + "prepared_review_unit_hash": "ea7bca2c663758254bb6044e0a5abacea8b653871f912c42c575c637231efd8c", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 24, + "serialized_chars": 34491, + "estimated_input_tokens": 8623, + "estimated_eval_tokens": 17502 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This cluster is mostly a set of unrelated issue reports spanning different features and subsystems; none of the soft pairs look like true duplicates or the same underlying change. No PRs are present.", + "confidence": 0.97, + "canonical_issue_reason": "Issue 51824 is the most concrete, well-scoped bug report in the set and has the strongest issue history/impact signal, so it is the best single anchor if one issue must represent the cluster.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 51824 is a clear, specific Control UI bug with a concrete faulty mapping and inbound references, making it the strongest representative issue overall.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:64740", + "right": "issue:66325", + "accept": false, + "reason": "Completely unrelated: security-layer bypass claim vs spammy one-click deployment marketing; no shared bug or code path." + }, + { + "left": "issue:65790", + "right": "issue:66879", + "accept": false, + "reason": "Both mention images, but one is Web UI attachment loss and the other is Mac App image handling; too little evidence of the same underlying defect." + }, + { + "left": "issue:64046", + "right": "issue:67611", + "accept": false, + "reason": "Sensitive-data redaction feature request and dreaming-session cleanup are unrelated features." + }, + { + "left": "issue:62049", + "right": "issue:63834", + "accept": false, + "reason": "Both are security-audit warnings, but about different causes: empty allow-list warning vs bad bundled file hash." + }, + { + "left": "issue:53269", + "right": "issue:64244", + "accept": false, + "reason": "Discord media guidance issue vs MiniMax image routing bug; different integrations and different failure modes." + }, + { + "left": "issue:65182", + "right": "issue:65844", + "accept": false, + "reason": "Output tag stripping in Control UI is unrelated to Codex profile/auth collapse." + }, + { + "left": "issue:50253", + "right": "issue:67048", + "accept": false, + "reason": "IPv6 LAN binding support and @mention filtering in group chat are different feature requests." + }, + { + "left": "issue:51052", + "right": "issue:53958", + "accept": false, + "reason": "Configurable Control UI title and showing config file path are separate UI enhancements." + }, + { + "left": "issue:35275", + "right": "issue:53135", + "accept": false, + "reason": "Feishu persistent-connection support and missing Control UI assets are unrelated product issues." + }, + { + "left": "issue:63704", + "right": "issue:68139", + "accept": false, + "reason": "Raw/form mode switching in config UI is unrelated to broken localized docs provider links." + }, + { + "left": "issue:36882", + "right": "issue:53455", + "accept": false, + "reason": "Heartbeat prompts visible to users and metadata leaking are different UI presentation bugs." + }, + { + "left": "issue:53881", + "right": "issue:65360", + "accept": false, + "reason": "Log viewer height layout and incorrect context-window display are unrelated Control UI problems." + }, + { + "left": "issue:51120", + "right": "issue:67002", + "accept": false, + "reason": "Lazy-loading skills and per-channel workspaces are different features with no shared failure mode." + }, + { + "left": "issue:51824", + "right": "issue:64850", + "accept": false, + "reason": "Model-provider mapping bug in Control UI does not match ACP runtime backend spawn failure." + }, + { + "left": "issue:64916", + "right": "issue:67051", + "accept": false, + "reason": "Image payload arriving as empty text and WebUI config validation on disabling a skill are unrelated." + }, + { + "left": "issue:54689", + "right": "issue:68605", + "accept": false, + "reason": "Telegram file sending broke after update, while this reports webchat image display/persistence loss; different channels and behavior." + }, + { + "left": "issue:31273", + "right": "issue:35861", + "accept": false, + "reason": "Both are ACP-related, but one is NO_SESSION on claude prompt and the other is sessions_spawn exit 5; not enough to treat as the same concrete bug." + }, + { + "left": "issue:64892", + "right": "issue:68466", + "accept": false, + "reason": "Self-update flow bypassing update.run is unrelated to dropped URL-containing messages after in-place upgrade." + }, + { + "left": "issue:66323", + "right": "issue:66642", + "accept": false, + "reason": "Spam/marketing issue unrelated to alternatives to free credits." + }, + { + "left": "issue:66324", + "right": "issue:66642", + "accept": false, + "reason": "Spam/marketing issue unrelated to alternatives to free credits." + }, + { + "left": "issue:64293", + "right": "issue:66219", + "accept": false, + "reason": "Heartbeat misconfiguration bug is unrelated to systemd token re-embedding during doctor repair." + }, + { + "left": "issue:35227", + "right": "issue:63190", + "accept": false, + "reason": "Large model unresponsive/messages not saved is unrelated to Telegram voice-note ASR pipeline loss." + }, + { + "left": "issue:50983", + "right": "issue:52488", + "accept": false, + "reason": "LGPL licensing concern for code-parser is unrelated to operator.read scope warnings." + }, + { + "left": "issue:53523", + "right": "issue:53785", + "accept": false, + "reason": "Matrix homeserver setting causing a core dump is unrelated to missing Linux crypto binary packaging." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 179, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:30025", + "issue:30768", + "issue:30908", + "issue:31038", + "issue:31293", + "issue:31412", + "issue:31804", + "issue:32892", + "issue:33730", + "issue:34331", + "issue:35277", + "issue:37198", + "issue:51120", + "issue:51205", + "issue:51780", + "issue:52945", + "issue:53556", + "issue:53705", + "issue:54076", + "issue:57272", + "issue:60859", + "issue:62574", + "issue:63144", + "issue:63450", + "issue:63602", + "issue:63937", + "issue:64351", + "issue:64618", + "issue:64900", + "issue:64933", + "issue:64978", + "issue:65319", + "issue:65698", + "issue:65948", + "issue:65976", + "issue:65997", + "issue:66390", + "issue:66401", + "issue:66533", + "issue:66573", + "issue:67048", + "issue:67537", + "issue:67611", + "issue:67852", + "issue:67957", + "issue:68352", + "issue:68394" + ], + "soft_pairs": [ + "issue:64933|issue:68352", + "issue:51120|issue:53556", + "issue:64900|issue:64978", + "issue:31412|issue:37198", + "issue:67537|issue:67611", + "issue:62574|issue:64618", + "issue:30025|issue:52945", + "issue:32892|issue:54076", + "issue:53705|issue:67957", + "issue:51780|issue:63602", + "issue:34331|issue:35277", + "issue:63450|issue:64351", + "issue:66390|issue:66401", + "issue:30908|issue:52945", + "issue:60859|issue:63144", + "issue:30768|issue:33730", + "issue:31804|issue:51205", + "issue:65948|issue:67852", + "issue:63602|issue:66573", + "issue:66533|issue:68394", + "issue:31038|issue:31293", + "issue:65319|issue:65997", + "issue:57272|issue:63937", + "issue:65698|issue:65976", + "issue:53556|issue:67048" + ], + "prepared_review_unit_hash": "b75cb6cf08085adac0630d2e6363d2fad26b6d8d848838fafb1bc199eb537f42", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 25, + "serialized_chars": 35135, + "estimated_input_tokens": 8784, + "estimated_eval_tokens": 17824 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "The set is mostly heterogeneous; only two soft pairs look like true duplicates: the TUI duplicate-message reports and the memory-wiki bridge/public-artifacts reports. Everything else appears to be separate bugs or features that only share broad subsystem wording.", + "confidence": 0.84, + "canonical_issue_reason": "Issue 65698 is the strongest canonical among the actual duplicates because it states the likely root cause (cached plugin registry not restoring publicArtifacts) more precisely than 65976, which mainly describes the broader symptom.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 65698 is the best global issue anchor: it is specific, diagnostic, and maps cleanly to the real duplicate subcluster. The rest of the items are too unrelated for a single cluster-wide canonical.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:64933", + "right": "issue:68352", + "accept": false, + "reason": "Same broad plugin-warning area, but the concrete bugs differ: one is a false \"plugins.allow is empty\" warning for auto-discovered extensions, the other is a mismatch warning when allowlist entries don't match discovered IDs." + }, + { + "left": "issue:51120", + "right": "issue:53556", + "accept": false, + "reason": "Feature request about lazy-loading skills vs a compatibility-improvement proposal for configuration; no shared bug or fix." + }, + { + "left": "issue:64900", + "right": "issue:64978", + "accept": false, + "reason": "Both involve remote Chrome/CDP detection, but one is a stale running-status bug and the other is a startup false-negative despite DevTools listening; not the same concrete failure." + }, + { + "left": "issue:31412", + "right": "issue:37198", + "accept": false, + "reason": "Unrelated cron-job UI behavior vs an infinite gateway restart loop triggered by a cron job message." + }, + { + "left": "issue:67537", + "right": "issue:67611", + "accept": false, + "reason": "GitHub login failure and automatic cleanup of Dreaming sessions are unrelated." + }, + { + "left": "issue:62574", + "right": "issue:64618", + "accept": false, + "reason": "Both are registration issues, but they concern different subsystems and failure modes (TTS provider registration vs cron job import/registration)." + }, + { + "left": "issue:30025", + "right": "issue:52945", + "accept": false, + "reason": "Only the left item has a clear bug description; the right item is effectively blank, so there is no evidence of a shared underlying issue." + }, + { + "left": "issue:32892", + "right": "issue:54076", + "accept": false, + "reason": "Different problems entirely: provider plugin discovery failure vs OAuth login redirect loop." + }, + { + "left": "issue:53705", + "right": "issue:67957", + "accept": false, + "reason": "Unrelated bugs: destructive delete behavior vs update-time plugin reinstalls/config overwrite." + }, + { + "left": "issue:51780", + "right": "issue:63602", + "accept": false, + "reason": "UI stuck indicator after subagent completion vs MCP inputSchema validation/load failure; different code paths." + }, + { + "left": "issue:34331", + "right": "issue:35277", + "accept": true, + "reason": "These describe the same terminal/TUI symptom of messages rendering twice, with one being a more specific websocket-reconnect variant and the other a broader duplicate-display report." + }, + { + "left": "issue:63450", + "right": "issue:64351", + "accept": false, + "reason": "Both mention sidecars, but one is a startup delay caused by a chat.history WS request and the other is a generic auto-start failure; not the same bug." + }, + { + "left": "issue:66390", + "right": "issue:66401", + "accept": false, + "reason": "Both are update-related crashes, but the first is specifically a macOS file-lock/npm-update issue while the second includes broader post-update service loss; insufficient evidence they are the same fix." + }, + { + "left": "issue:30908", + "right": "issue:52945", + "accept": false, + "reason": "Duplicate-plugin-id warning vs a blank issue title; no meaningful match." + }, + { + "left": "issue:60859", + "right": "issue:63144", + "accept": false, + "reason": "One is a proxy/fake-ip web_fetch failure, the other is a feature request to expose SSRF policy configuration; related area, different change." + }, + { + "left": "issue:30768", + "right": "issue:33730", + "accept": false, + "reason": "No clear shared bug: enterprise WeChat duplicate messages vs an unrelated vague report." + }, + { + "left": "issue:31804", + "right": "issue:51205", + "accept": false, + "reason": "Gateway pairing/connectivity error vs CLI/model-switching problems; different failures." + }, + { + "left": "issue:65948", + "right": "issue:67852", + "accept": false, + "reason": "Both are Discord message-tool issues, but one is an empty-message/file attachment problem and the other is schema validation for buttons; not the same bug." + }, + { + "left": "issue:63602", + "right": "issue:66573", + "accept": false, + "reason": "MCP server schema validation vs chat.history pagination limit; unrelated." + }, + { + "left": "issue:66533", + "right": "issue:68394", + "accept": false, + "reason": "Both are UI display issues, but session-label drift and disappearing image messages are different behaviors and likely different fixes." + }, + { + "left": "issue:31038", + "right": "issue:31293", + "accept": false, + "reason": "Both mention hooks not firing, but they refer to different hook names/stages (`message_sending` plugin hooks vs internal `message:sent` on agent replies); too different to merge confidently." + }, + { + "left": "issue:65319", + "right": "issue:65997", + "accept": false, + "reason": "Both touch plugins.allow guidance, but one is about /lossless command wording and the other about CLI gating for help/plugin commands; not the same concrete bug." + }, + { + "left": "issue:57272", + "right": "issue:63937", + "accept": false, + "reason": "Both involve SecretRef/config/plugin loading, but one is a status command re-reading unresolved config while the other is Slack plugin registration eagerly resolving secrets; related theme, different bug." + }, + { + "left": "issue:65698", + "right": "issue:65976", + "accept": true, + "reason": "Same underlying memory-wiki bridge/publicArtifacts problem: one report names the root cause in cached plugin-registry loads, and the other describes the broader symptom of zero exported artifacts and page removal." + }, + { + "left": "issue:53556", + "right": "issue:67048", + "accept": false, + "reason": "Configuration compatibility proposal vs a feature request to support @mention-filtered bot replies in group chat; unrelated." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet, and the two accepted soft pairs are reasonably supported by the issue titles/descriptions: the TUI duplicate-rendering reports and the memory-wiki/publicArtifacts reports. The other verdicts stay conservative and do not overclaim duplicate status." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 180, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:30025", + "issue:30768", + "issue:34353", + "issue:51593", + "issue:51656", + "issue:52945", + "issue:53386", + "issue:53709", + "issue:53955", + "issue:54076", + "issue:55272", + "issue:57033", + "issue:60859", + "issue:62699", + "issue:63366", + "issue:63569", + "issue:64009", + "issue:64111", + "issue:64528", + "issue:64740", + "issue:64743", + "issue:64835", + "issue:64894", + "issue:64945", + "issue:64959", + "issue:65050", + "issue:65516", + "issue:65613", + "issue:65863", + "issue:66573", + "issue:66740", + "issue:67088", + "issue:67285", + "issue:67286", + "issue:67288", + "issue:67629", + "issue:67683", + "issue:67775", + "issue:67837", + "issue:68076", + "issue:68192", + "issue:68216", + "issue:68222", + "issue:68299", + "issue:68314", + "issue:68326", + "issue:68707" + ], + "soft_pairs": [ + "issue:67285|issue:67286", + "issue:51656|issue:67288", + "issue:30025|issue:68076", + "issue:64743|issue:68216", + "issue:65516|issue:68314", + "issue:63569|issue:64945", + "issue:34353|issue:53386", + "issue:57033|issue:68707", + "issue:66573|issue:67775", + "issue:53955|issue:64835", + "issue:65863|issue:68326", + "issue:53386|issue:67683", + "issue:64740|issue:67629", + "issue:67088|issue:68076", + "issue:51593|issue:68222", + "issue:53709|issue:64894", + "issue:53709|issue:54076", + "issue:62699|issue:64959", + "issue:55272|issue:66740", + "issue:30768|issue:52945", + "issue:64528|issue:68299", + "issue:64111|issue:65050", + "issue:60859|issue:68192", + "issue:63366|issue:67837", + "issue:64009|issue:65613" + ], + "prepared_review_unit_hash": "7434b001bc0a3b1e479b8154ca6e6200faf82df3dd30c46ab9eb6accb2c9af58", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 25, + "serialized_chars": 35133, + "estimated_input_tokens": 8784, + "estimated_eval_tokens": 17824 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This cluster is not a true duplicate set: the items span many unrelated bugs across different integrations, providers, packaging regressions, and runtime behaviors. The soft-similarity pairs are mostly superficial keyword matches and should be rejected.", + "confidence": 0.96, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": null, + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:67285", + "right": "issue:67286", + "accept": false, + "reason": "Different failure modes: Telegram channel error injection vs isolated cron exec-blocked no-output behavior." + }, + { + "left": "issue:51656", + "right": "issue:67288", + "accept": false, + "reason": "Both involve tool routing/discovery, but one is image-tool fallback with no-vision models and the other is Bedrock Mantle discovery gating." + }, + { + "left": "issue:30025", + "right": "issue:68076", + "accept": false, + "reason": "Embedded agent connection error is unrelated to incomplete-turn/no-payload surfacing in run/session handling." + }, + { + "left": "issue:64743", + "right": "issue:68216", + "accept": false, + "reason": "Different model/provider problems: MoE model selection confusion vs Gemini CLI workspace write failures." + }, + { + "left": "issue:65516", + "right": "issue:68314", + "accept": false, + "reason": "Build packaging missing bundle script is unrelated to pnpm --no-optional broken-lockfile handling." + }, + { + "left": "issue:63569", + "right": "issue:64945", + "accept": false, + "reason": "Both are packaging regressions, but they affect different missing artifacts and startup paths." + }, + { + "left": "issue:34353", + "right": "issue:53386", + "accept": false, + "reason": "Discord requireMention bug is separate from WhatsApp fromMe echo filtering and infinite-loop behavior." + }, + { + "left": "issue:57033", + "right": "issue:68707", + "accept": false, + "reason": "Different provider API issues: Google native store field vs OpenAI completions usage-stream options." + }, + { + "left": "issue:66573", + "right": "issue:67775", + "accept": false, + "reason": "Chat history limit error is unrelated to MCP server reachability at LAN." + }, + { + "left": "issue:53955", + "right": "issue:64835", + "accept": false, + "reason": "Both memory-search failures, but one is an indexing regression and the other is vec0 shadow data population." + }, + { + "left": "issue:65863", + "right": "issue:68326", + "accept": false, + "reason": "Docs missing provider entry is not the same as sub-agents defaulting to the wrong provider." + }, + { + "left": "issue:53386", + "right": "issue:67683", + "accept": false, + "reason": "WhatsApp echo-loop bug and Notion page reformatting stop failure are different task-control issues." + }, + { + "left": "issue:64740", + "right": "issue:67629", + "accept": false, + "reason": "Security-layer bypass report is unrelated to a feature request for cron task identifiers/status." + }, + { + "left": "issue:67088", + "right": "issue:68076", + "accept": false, + "reason": "macOS GUI detection with SSH env vars is unrelated to incomplete turn payload surfacing." + }, + { + "left": "issue:51593", + "right": "issue:68222", + "accept": false, + "reason": "Duplicate tool-call-id errors in WhatsApp group chats are not the same as Kimi sessions_yield interruptions." + }, + { + "left": "issue:53709", + "right": "issue:64894", + "accept": false, + "reason": "OpenClaw invalid GH_TOKEN in subprocesses is unrelated to OpenAI Codex OAuth invalid_scope login failure." + }, + { + "left": "issue:53709", + "right": "issue:54076", + "accept": false, + "reason": "Invalid GH_TOKEN in exec subprocesses is unrelated to ClawdHub OAuth redirect/login loop after account deletion." + }, + { + "left": "issue:62699", + "right": "issue:64959", + "accept": false, + "reason": "Both session/state issues, but one is queue-owner recovery for ACP sessions and the other is persistent main-session zombie/relock contamination." + }, + { + "left": "issue:55272", + "right": "issue:66740", + "accept": false, + "reason": "Control UI showing fallback model is not the same as a provider advertising the wrong context window." + }, + { + "left": "issue:30768", + "right": "issue:52945", + "accept": false, + "reason": "Enterprise WeChat duplicate messages and an empty-title bug are clearly unrelated." + }, + { + "left": "issue:64528", + "right": "issue:68299", + "accept": false, + "reason": "Session-memory workspace isolation and Matrix LAN connectivity are different bugs in different subsystems." + }, + { + "left": "issue:64111", + "right": "issue:65050", + "accept": false, + "reason": "Both mention vision/images, but one is Ollama image-tool access and the other is Codex-native vision stalls with inbound images." + }, + { + "left": "issue:60859", + "right": "issue:68192", + "accept": false, + "reason": "Both are web_fetch network-blocking issues, but they target different IP ranges and proxy/fake-ip behaviors." + }, + { + "left": "issue:63366", + "right": "issue:67837", + "accept": false, + "reason": "WhatsApp pairing-code allowlist regression is unrelated to a trim() TypeError during phone setup." + }, + { + "left": "issue:64009", + "right": "issue:65613", + "accept": false, + "reason": "Slack socket-mode stale connection and Discord stale-socket restart are separate integrations with distinct reconnect logic." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 181, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:28077", + "issue:30768", + "issue:32189", + "issue:32812", + "issue:34249", + "issue:37571", + "issue:49071", + "issue:50253", + "issue:53010", + "issue:53466", + "issue:53556", + "issue:57033", + "issue:58479", + "issue:62541", + "issue:63736", + "issue:64046", + "issue:64174", + "issue:64464", + "issue:64509", + "issue:64602", + "issue:64636", + "issue:65102", + "issue:65304", + "issue:65582", + "issue:65861", + "issue:65974", + "issue:66046", + "issue:66091", + "issue:66487", + "issue:66496", + "issue:66952", + "issue:67107", + "issue:67585", + "issue:67607", + "issue:67611", + "issue:67619", + "issue:67834", + "issue:67985", + "issue:68163", + "issue:68254", + "issue:68264", + "issue:68268", + "issue:68285", + "issue:68530", + "issue:68634", + "issue:68642", + "issue:68788" + ], + "soft_pairs": [ + "issue:64636|issue:68264", + "issue:34249|issue:49071", + "issue:62541|issue:65102", + "issue:64509|issue:68285", + "issue:65304|issue:66046", + "issue:67607|issue:68268", + "issue:64174|issue:67834", + "issue:32812|issue:67619", + "issue:53556|issue:66091", + "issue:32189|issue:67985", + "issue:64464|issue:68788", + "issue:66487|issue:66496", + "issue:67585|issue:67611", + "issue:28077|issue:67107", + "issue:58479|issue:68163", + "issue:68254|issue:68634", + "issue:50253|issue:53010", + "issue:50253|issue:64046", + "issue:65582|issue:65861", + "issue:37571|issue:57033", + "issue:64602|issue:68530", + "issue:53466|issue:66952", + "issue:63736|issue:68642", + "issue:30768|issue:65974" + ], + "prepared_review_unit_hash": "d8135b3395e3a4d97fcb3b1a72c2ec10d5936ab38b80e6269f51c2cba9527551", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 24, + "serialized_chars": 34334, + "estimated_input_tokens": 8584, + "estimated_eval_tokens": 17424 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This cluster is a broad false-positive grouping: the items span unrelated bugs/features across different subsystems, and none of the soft-edge pairs look like the same underlying change or defect. All proposed duplicate links should be rejected.", + "confidence": 0.91, + "canonical_issue_reason": "No canonical issue: the cluster is heterogeneous, and the apparent similarity is mostly title-level noise rather than a shared root cause.", + "canonical_pr_reason": null, + "best_issue_reason": "No issue is a good global representative for duplication triage; the cluster does not center on one concrete bug or change.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:64636", + "right": "issue:68264", + "accept": false, + "reason": "Proxy-env handling vs browser rendering failure; different layers and symptoms." + }, + { + "left": "issue:34249", + "right": "issue:49071", + "accept": false, + "reason": "New-agent boot/config question vs duplicate workspaces on Feishu/new command; unrelated workflows." + }, + { + "left": "issue:62541", + "right": "issue:65102", + "accept": false, + "reason": "Dreaming-config agent creation failure vs exec.security inline Python blocking; different code paths." + }, + { + "left": "issue:64509", + "right": "issue:68285", + "accept": false, + "reason": "Claude usage quota issue vs CPU/tools/memory regression; not the same bug." + }, + { + "left": "issue:65304", + "right": "issue:66046", + "accept": false, + "reason": "Windows tool-call parameter failures vs Google Vertex 401 auth regression; unrelated causes." + }, + { + "left": "issue:67607", + "right": "issue:68268", + "accept": false, + "reason": "Slack threadId envelope feature vs Telegram topic-name feature; different product requests." + }, + { + "left": "issue:64174", + "right": "issue:67834", + "accept": false, + "reason": "Both involve openai-codex 403s, but one is an OAuth runtime HTML failure and the other is provider URL/model-resolution behavior; too different to merge." + }, + { + "left": "issue:32812", + "right": "issue:67619", + "accept": false, + "reason": "Dashboard save issue on fresh install vs lost chat-session context; unrelated bugs." + }, + { + "left": "issue:53556", + "right": "issue:66091", + "accept": false, + "reason": "Compatibility suggestion vs response-slowing complaint; not the same underlying defect." + }, + { + "left": "issue:32189", + "right": "issue:67985", + "accept": false, + "reason": "Discord wrong-model report vs a blank/unknown issue title; no matching bug evidence." + }, + { + "left": "issue:64464", + "right": "issue:68788", + "accept": false, + "reason": "DISPLAY/chrome startup failure vs Windows cmd shim allowlist ENOENT; different failure mechanisms." + }, + { + "left": "issue:66487", + "right": "issue:66496", + "accept": false, + "reason": "Same heartbeat area, but one drops completion payload and the other mislabels system events as user messages; related subsystem, different concrete bug." + }, + { + "left": "issue:67585", + "right": "issue:67611", + "accept": false, + "reason": "WhatsApp group feature request vs automatic dreaming-session cleanup; unrelated." + }, + { + "left": "issue:28077", + "right": "issue:67107", + "accept": false, + "reason": "Generic installation error vs blank-title issue; no basis to treat as duplicates." + }, + { + "left": "issue:58479", + "right": "issue:68163", + "accept": false, + "reason": "Approval-consumption bug vs silent OpenRouter agent after onboarding; different systems and symptoms." + }, + { + "left": "issue:68254", + "right": "issue:68634", + "accept": false, + "reason": "Both mention Telegram Native Approvals, but one is Docker loopback pairing failure and the other is scope-upgrade/pending-approval churn; not the same concrete bug." + }, + { + "left": "issue:50253", + "right": "issue:53010", + "accept": false, + "reason": "IPv6 LAN binding support vs WeChat image sending feature; unrelated." + }, + { + "left": "issue:50253", + "right": "issue:64046", + "accept": false, + "reason": "IPv6 LAN binding support vs sensitive-data de-identification feature; unrelated." + }, + { + "left": "issue:65582", + "right": "issue:65861", + "accept": false, + "reason": "macOS mkdir /home/node ENOENT vs labeler.yml pointing at a nonexistent directory; different filesystem/config problems." + }, + { + "left": "issue:37571", + "right": "issue:57033", + "accept": false, + "reason": "SSE/proxy parsing issue vs OpenAI-specific field sent to Gemini API; different provider integration bugs." + }, + { + "left": "issue:64602", + "right": "issue:68530", + "accept": false, + "reason": "Missing idempotencyKey error vs runaway dreaming sessions on heartbeat; same broad area, but not the same defect." + }, + { + "left": "issue:53466", + "right": "issue:66952", + "accept": false, + "reason": "Credential overwrite/re-auth bug vs refresh-token race plus status misreporting; related auth area but distinct root causes." + }, + { + "left": "issue:63736", + "right": "issue:68642", + "accept": false, + "reason": "Generic hang report vs all-CLI-commands hang; the titles are too weak to establish the same underlying bug." + }, + { + "left": "issue:30768", + "right": "issue:65974", + "accept": false, + "reason": "Enterprise WeChat duplicate messages vs blank issue title; no evidence of the same issue." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 182, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:30025", + "issue:30183", + "issue:30308", + "issue:31442", + "issue:32113", + "issue:32622", + "issue:33316", + "issue:34534", + "issue:35023", + "issue:36229", + "issue:37579", + "issue:50253", + "issue:50260", + "issue:52405", + "issue:52454", + "issue:52766", + "issue:53010", + "issue:53925", + "issue:53959", + "issue:54629", + "issue:62086", + "issue:62517", + "issue:62699", + "issue:62971", + "issue:63026", + "issue:63219", + "issue:63677", + "issue:64046", + "issue:64070", + "issue:64187", + "issue:64464", + "issue:64850", + "issue:65076", + "issue:65665", + "issue:65685", + "issue:65890", + "issue:65949", + "issue:66423", + "issue:66607", + "issue:67088", + "issue:67116", + "issue:67199", + "issue:67264", + "issue:67750", + "issue:67759", + "issue:68044", + "issue:68141" + ], + "soft_pairs": [ + "issue:32622|issue:65665", + "issue:32622|issue:54629", + "issue:53010|issue:64046", + "issue:67116|issue:68141", + "issue:35023|issue:36229", + "issue:52405|issue:65949", + "issue:30308|issue:33316", + "issue:32113|issue:53925", + "issue:64187|issue:65890", + "issue:64464|issue:64850", + "issue:53959|issue:66423", + "issue:62086|issue:63026", + "issue:30183|issue:52766", + "issue:52454|issue:67088", + "issue:31442|issue:34534", + "issue:65685|issue:67750", + "issue:37579|issue:62971", + "issue:50253|issue:63219", + "issue:62517|issue:67264", + "issue:66607|issue:67199", + "issue:62699|issue:64070", + "issue:30025|issue:50260", + "issue:67759|issue:68044", + "issue:63677|issue:65076" + ], + "prepared_review_unit_hash": "ca72d52baa8090217ee41bdc5c6c150cc33aa5d29d15e71ae416e68350c80b93", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 24, + "serialized_chars": 34592, + "estimated_input_tokens": 8648, + "estimated_eval_tokens": 17552 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "The item set is highly heterogeneous, with no clear cluster-wide duplicate theme. All soft pairs appear to be different bugs/features on different code paths, so none should be merged as duplicates. No pull requests are present.", + "confidence": 0.95, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": null, + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:32622", + "right": "issue:65665", + "accept": false, + "reason": "Different pipelines: content-moderation/data-inspection error vs stale vision image data." + }, + { + "left": "issue:32622", + "right": "issue:54629", + "accept": false, + "reason": "Moderation error and slash-command rendering are unrelated bugs." + }, + { + "left": "issue:53010", + "right": "issue:64046", + "accept": false, + "reason": "WeChat image sending feature request vs sensitive-data de-identification feature request." + }, + { + "left": "issue:67116", + "right": "issue:68141", + "accept": false, + "reason": "Logs timezone default and websocket file-access permissions are unrelated." + }, + { + "left": "issue:35023", + "right": "issue:36229", + "accept": false, + "reason": "Both mention thinking/compaction, but one is replay history stripping blocks and the other is signature corruption during compaction; different failure modes." + }, + { + "left": "issue:52405", + "right": "issue:65949", + "accept": false, + "reason": "Exec approval/cwd bug vs Discord browser-capability propagation bug; different subsystems." + }, + { + "left": "issue:30308", + "right": "issue:33316", + "accept": false, + "reason": "Feishu message formatting break and compaction failure are unrelated." + }, + { + "left": "issue:32113", + "right": "issue:53925", + "accept": false, + "reason": "npm package/CLI missing vs /btw model execution failure; not the same bug." + }, + { + "left": "issue:64187", + "right": "issue:65890", + "accept": false, + "reason": "SQLite reindex EBUSY on Windows memory search vs backend collection-name mismatch in live memory search." + }, + { + "left": "issue:64464", + "right": "issue:64850", + "accept": false, + "reason": "Browser launch DISPLAY env issue vs ACP runtime backend unavailable; different launch paths." + }, + { + "left": "issue:53959", + "right": "issue:66423", + "accept": false, + "reason": "Tool execution stops after update vs tool_call tags rendered as text; related area but not the same concrete code-path problem." + }, + { + "left": "issue:62086", + "right": "issue:63026", + "accept": false, + "reason": "CLI SIGTERM in exec wrapper vs control-panel file upload routing bug; unrelated." + }, + { + "left": "issue:30183", + "right": "issue:52766", + "accept": false, + "reason": "Systemd watchdog start loop vs local loopback websocket handshake timeout; different gateway startup failures." + }, + { + "left": "issue:52454", + "right": "issue:67088", + "accept": false, + "reason": "Telegram thread sync bug vs macOS GUI detection bug with SSH env vars; unrelated." + }, + { + "left": "issue:31442", + "right": "issue:34534", + "accept": false, + "reason": "Wrong installed version vs updater corrupting daemon are distinct problems." + }, + { + "left": "issue:65685", + "right": "issue:67750", + "accept": false, + "reason": "Typing indicator state bug vs compaction timeout/fallback bug; unrelated." + }, + { + "left": "issue:37579", + "right": "issue:62971", + "accept": false, + "reason": "Compaction safeguard message loss vs nonexistent-tool infinite loop; different code paths." + }, + { + "left": "issue:50253", + "right": "issue:63219", + "accept": false, + "reason": "IPv6 LAN binding feature request vs unrelated feature request." + }, + { + "left": "issue:62517", + "right": "issue:67264", + "accept": false, + "reason": "Both involve tilde paths, but one is edit-tool path handling and the other is browser executablePath expansion; different bugs." + }, + { + "left": "issue:66607", + "right": "issue:67199", + "accept": false, + "reason": "UI displays thinking default incorrectly vs HTTP API failing to pass resolved thinkingDefault to embedded runner; related config area but not the same bug." + }, + { + "left": "issue:62699", + "right": "issue:64070", + "accept": false, + "reason": "ACP session queue-owner failure vs missing bundled runtime dependency on ARM64; unrelated." + }, + { + "left": "issue:30025", + "right": "issue:50260", + "accept": false, + "reason": "Embedded run connection error vs Feishu duplicate message segments; unrelated." + }, + { + "left": "issue:67759", + "right": "issue:68044", + "accept": false, + "reason": "Different vision/image bugs in different providers: Qwen webchat image recognition vs Anthropic pasted-image handling." + }, + { + "left": "issue:63677", + "right": "issue:65076", + "accept": false, + "reason": "Voice notes bypass STT pipeline vs OpenAI audio transcription returning no transcript; same broad area but different failure points and provider behavior." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 183, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:28222", + "issue:29367", + "issue:30768", + "issue:32113", + "issue:32493", + "issue:32892", + "issue:33053", + "issue:37344", + "issue:44496", + "issue:50161", + "issue:50537", + "issue:50651", + "issue:51056", + "issue:51120", + "issue:51716", + "issue:52039", + "issue:52677", + "issue:53010", + "issue:53409", + "issue:53592", + "issue:53709", + "issue:53786", + "issue:53797", + "issue:63752", + "issue:64244", + "issue:64293", + "issue:64916", + "issue:65130", + "issue:65201", + "issue:65316", + "issue:65394", + "issue:65470", + "issue:65603", + "issue:65663", + "issue:66082", + "issue:66125", + "issue:66769", + "issue:66773", + "issue:66839", + "issue:66952", + "issue:67264", + "issue:67406", + "issue:67619", + "issue:67745", + "issue:68120", + "issue:68249", + "issue:68522", + "issue:68788" + ], + "soft_pairs": [ + "issue:29367|issue:65470", + "issue:67264|issue:68788", + "issue:51120|issue:53010", + "issue:33053|issue:64916", + "issue:64293|issue:66773", + "issue:53592|issue:53797", + "issue:64244|issue:67745", + "issue:32493|issue:66839", + "issue:63752|issue:66952", + "issue:50161|issue:50537", + "issue:28222|issue:52039", + "issue:65603|issue:65663", + "issue:32113|issue:65130", + "issue:32892|issue:53709", + "issue:37344|issue:51716", + "issue:52677|issue:68249", + "issue:65201|issue:66769", + "issue:66125|issue:68120", + "issue:53786|issue:67619", + "issue:28222|issue:30768", + "issue:51056|issue:65394", + "issue:44496|issue:67406", + "issue:50651|issue:53409", + "issue:66125|issue:68522", + "issue:65316|issue:66082" + ], + "prepared_review_unit_hash": "a3394051e8f8e58284570f6c40d12e512184a874acbb8d2281ebee8f0264b974", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 25, + "serialized_chars": 35462, + "estimated_input_tokens": 8866, + "estimated_eval_tokens": 17988 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "These items are mostly unrelated issues; the soft edges are topical similarities at best, not the same underlying bug or change. No single canonical issue or PR stands out.", + "confidence": 0.97, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": null, + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:29367", + "right": "issue:65470", + "accept": false, + "reason": "Different bugs in different config paths: subagent workspace inheritance vs nested command concurrency default." + }, + { + "left": "issue:67264", + "right": "issue:68788", + "accept": false, + "reason": "Both are shell/execution related, but one is browser executablePath expansion and the other is a Windows allowlist missing claude." + }, + { + "left": "issue:51120", + "right": "issue:53010", + "accept": false, + "reason": "Lazy-loading skills and WeChat image sending are unrelated feature requests, not the same bug." + }, + { + "left": "issue:33053", + "right": "issue:64916", + "accept": false, + "reason": "Both concern message delivery, but the platforms and failure modes differ completely (QQ bot system messages vs WebUI empty agent message)." + }, + { + "left": "issue:64293", + "right": "issue:66773", + "accept": false, + "reason": "Heartbeat scheduling running unexpectedly and token rotation leaking plaintext secrets are unrelated issues." + }, + { + "left": "issue:53592", + "right": "issue:53797", + "accept": false, + "reason": "Different provider failures: AWS SDK auth mode for Bedrock vs GitHub Copilot model support." + }, + { + "left": "issue:64244", + "right": "issue:67745", + "accept": false, + "reason": "Both mention tool flow, but one misroutes MiniMax image requests and the other fails to execute tool_calls from a custom provider." + }, + { + "left": "issue:32493", + "right": "issue:66839", + "accept": false, + "reason": "Slack manifest corruption and macOS node missing system.run.prepare are unrelated." + }, + { + "left": "issue:63752", + "right": "issue:66952", + "accept": false, + "reason": "Different auth bugs for different providers: Anthropic key lookup vs openai-codex OAuth refresh race." + }, + { + "left": "issue:50161", + "right": "issue:50537", + "accept": false, + "reason": "Both involve doctor and SecretRefs, but one is a false failure on exec SecretRefs and the other is a crash in --fix for an env-source SecretRef." + }, + { + "left": "issue:28222", + "right": "issue:52039", + "accept": false, + "reason": "Diagnostics-otel plugin failure and excessive exclamation marks in a dialog box are unrelated." + }, + { + "left": "issue:65603", + "right": "issue:65663", + "accept": false, + "reason": "Both are Azure LLM failures, but one is generic schema/tool payload rejection and the other is a specific Responses API replay/history bug." + }, + { + "left": "issue:32113", + "right": "issue:65130", + "accept": false, + "reason": "Packaging missing bin/openclaw.js and upgrade replacement failure in a container are different installer problems." + }, + { + "left": "issue:32892", + "right": "issue:53709", + "accept": false, + "reason": "Provider plugin discovery failure and invalid GH_TOKEN injection in subprocesses do not describe the same bug." + }, + { + "left": "issue:37344", + "right": "issue:51716", + "accept": false, + "reason": "Both mention fetch failures, but Discord proxy sending and Signal Node 24 SSE transport are distinct code paths and symptoms." + }, + { + "left": "issue:52677", + "right": "issue:68249", + "accept": false, + "reason": "Both affect web_search availability, but Gemini built-in tooling and Brave plugin loading are different mechanisms." + }, + { + "left": "issue:65201", + "right": "issue:66769", + "accept": false, + "reason": "False-positive secret warning in doctor is not the same as leaking secrets in a gateway response." + }, + { + "left": "issue:66125", + "right": "issue:68120", + "accept": false, + "reason": "Different provider pipelines: OpenAI-compatible fallback through proxy vs OpenRouter chat completions returning empty assistant messages." + }, + { + "left": "issue:53786", + "right": "issue:67619", + "accept": false, + "reason": "Real-time dashboard/bot desync and lost chat session context are different state-sync problems." + }, + { + "left": "issue:28222", + "right": "issue:30768", + "accept": false, + "reason": "Diagnostics plugin failure and duplicate enterprise WeChat messages are unrelated." + }, + { + "left": "issue:51056", + "right": "issue:65394", + "accept": false, + "reason": "OpenRouter auth header failure and audio transcription returning no transcript are unrelated provider issues." + }, + { + "left": "issue:44496", + "right": "issue:67406", + "accept": false, + "reason": "Both concern image-capable models, but LM Studio qwen3-vl recognition and Ollama cloud vision recognition are different compatibility issues." + }, + { + "left": "issue:50651", + "right": "issue:53409", + "accept": false, + "reason": "Duplicate model IDs in a dropdown and Telegram exec approval routing are unrelated UI/feature bugs." + }, + { + "left": "issue:66125", + "right": "issue:68522", + "accept": false, + "reason": "OpenAI-compatible fallback proxy behavior and openai-codex/gpt-5.4 DNS lookup failure are different failure modes." + }, + { + "left": "issue:65316", + "right": "issue:66082", + "accept": false, + "reason": "Sandboxed file-tool exposure and memory-wiki export counting are unrelated." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 184, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:20478", + "issue:28222", + "issue:30025", + "issue:30314", + "issue:30917", + "issue:31570", + "issue:31720", + "issue:32493", + "issue:33053", + "issue:33087", + "issue:33568", + "issue:33730", + "issue:33940", + "issue:34520", + "issue:34534", + "issue:35257", + "issue:36301", + "issue:36585", + "issue:37028", + "issue:37198", + "issue:37388", + "issue:37546", + "issue:50253", + "issue:50983", + "issue:51045", + "issue:51158", + "issue:51569", + "issue:51716", + "issue:53365", + "issue:53523", + "issue:53554", + "issue:53870", + "issue:54050", + "issue:57055", + "issue:63516", + "issue:63883", + "issue:64292", + "issue:64633", + "issue:66409", + "issue:66885", + "issue:67264", + "issue:67626", + "issue:67683", + "issue:68119", + "issue:68163", + "issue:68602", + "issue:68788" + ], + "soft_pairs": [ + "issue:30314|issue:63883", + "issue:30917|issue:68119", + "issue:50983|issue:67264", + "issue:33568|issue:64633", + "issue:37198|issue:67683", + "issue:20478|issue:37028", + "issue:35257|issue:36585", + "issue:51569|issue:54050", + "issue:53523|issue:53870", + "issue:64292|issue:68788", + "issue:63516|issue:66885", + "issue:28222|issue:34520", + "issue:28222|issue:66409", + "issue:28222|issue:67626", + "issue:30025|issue:33730", + "issue:31570|issue:34534", + "issue:31720|issue:53365", + "issue:32493|issue:37388", + "issue:33053|issue:33940", + "issue:33087|issue:53554", + "issue:36301|issue:57055", + "issue:37546|issue:68163", + "issue:50253|issue:68602", + "issue:51045|issue:53554", + "issue:51158|issue:51716" + ], + "prepared_review_unit_hash": "cdc9a44dbf8e831daf6a4acf510d90745fc17f4bc171c8aa8bf5e01fb2cef0f2", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 25, + "serialized_chars": 34469, + "estimated_input_tokens": 8618, + "estimated_eval_tokens": 17492 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "All soft edges look like false positives. The items share only generic bug wording; they span unrelated areas such as cron, Telegram/Signal/Matrix plugins, gateway crashes, UI requests, OAuth, and file/log handling.", + "confidence": 0.97, + "canonical_issue_reason": "No clear canonical issue: the candidate pairs span unrelated bugs across cron, messaging plugins, gateway crashes, UI requests, OAuth, and config handling, so there is no single issue that subsumes the cluster.", + "canonical_pr_reason": null, + "best_issue_reason": "No best issue candidate: none of these issues is a safe representative for the others, because they do not share the same underlying bug or code path.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:30314", + "right": "issue:63883", + "accept": false, + "reason": "Different problems: Feishu cron announce delivery vs a groupPolicy default-allowlist bug." + }, + { + "left": "issue:30917", + "right": "issue:68119", + "accept": false, + "reason": "Unrelated Telegram/model complaint vs a separate issue with no matching bug details." + }, + { + "left": "issue:50983", + "right": "issue:67264", + "accept": false, + "reason": "Security/licensing concern in code-parser vs browser executablePath tilde-expansion ENOENT." + }, + { + "left": "issue:33568", + "right": "issue:64633", + "accept": false, + "reason": "Telegram Topics logging bug vs gibberish-speech behavior; different subsystems and symptoms." + }, + { + "left": "issue:37198", + "right": "issue:67683", + "accept": false, + "reason": "Both involve tasks, but one is cron timing drift and the other is an unstopppable task causing reformatting." + }, + { + "left": "issue:20478", + "right": "issue:37028", + "accept": false, + "reason": "Both mention duplicate registration, but they target different plugins and different failure modes (warning vs gateway crash)." + }, + { + "left": "issue:35257", + "right": "issue:36585", + "accept": false, + "reason": "Both are gateway/TLS crashes, but the stack context and trigger differ (undici setSession/failover storm vs socket reconnection/null dereference)." + }, + { + "left": "issue:51569", + "right": "issue:54050", + "accept": false, + "reason": "OpenAI Codex OAuth proxy handling vs stale-credential refresh_token_reused on Windows are different auth bugs." + }, + { + "left": "issue:53523", + "right": "issue:53870", + "accept": false, + "reason": "Gateway core dump from matrix homeserver config vs a package security-scan/publishing status issue." + }, + { + "left": "issue:64292", + "right": "issue:68788", + "accept": false, + "reason": "Different spawn failures: sessions_spawn authorization vs missing claude in cmdCommands shim allowlist." + }, + { + "left": "issue:63516", + "right": "issue:66885", + "accept": false, + "reason": "Related Telegram polling wording, but one is intermittent polling/heartbeat failure and the other adds Windows subagent announce timeout with a different stated root cause." + }, + { + "left": "issue:28222", + "right": "issue:34520", + "accept": false, + "reason": "Built-in diagnostics-otel plugin failure vs proxy model/tool-switch save problem; different features." + }, + { + "left": "issue:28222", + "right": "issue:66409", + "accept": false, + "reason": "Diagnostics plugin issue vs a UI performance/verbosity complaint; no shared bug path." + }, + { + "left": "issue:28222", + "right": "issue:67626", + "accept": false, + "reason": "Plugin malfunction vs generic upgrade dissatisfaction; not the same underlying defect." + }, + { + "left": "issue:30025", + "right": "issue:33730", + "accept": false, + "reason": "Connection error in embedded agent run vs an unrelated, underspecified issue title." + }, + { + "left": "issue:31570", + "right": "issue:34534", + "accept": false, + "reason": "Command execution regression vs updater corrupting the daemon are distinct failures." + }, + { + "left": "issue:31720", + "right": "issue:53365", + "accept": false, + "reason": "Cloudflare-blocked API access vs missing function during openclaw-weixin login; unrelated." + }, + { + "left": "issue:32493", + "right": "issue:37388", + "accept": false, + "reason": "Slack manifest formatting bug vs log rotation/date-change bug." + }, + { + "left": "issue:33053", + "right": "issue:33940", + "accept": false, + "reason": "QQ Bot cron announce message filtering vs cron timing shift when run manually; different behavior." + }, + { + "left": "issue:33087", + "right": "issue:53554", + "accept": false, + "reason": "AI response-time display request vs message-box width auto-sizing request; both UI features, not duplicates." + }, + { + "left": "issue:36301", + "right": "issue:57055", + "accept": false, + "reason": "Version mismatch after global update vs sandbox SSRF-policy handling; different components." + }, + { + "left": "issue:37546", + "right": "issue:68163", + "accept": false, + "reason": "Message ordering conflict vs silent OpenRouter onboarding; different symptoms and code paths." + }, + { + "left": "issue:50253", + "right": "issue:68602", + "accept": false, + "reason": "IPv6 bind-lan feature gap vs webchat metadata collapse feature request." + }, + { + "left": "issue:51045", + "right": "issue:53554", + "accept": false, + "reason": "Image upload reception bug vs message-box width feature request; unrelated UI issues." + }, + { + "left": "issue:51158", + "right": "issue:51716", + "accept": false, + "reason": "Matrix inbound-message drop vs Signal SSE fetch TypeError on Node 24; both drop messages but appear to be different integrations and causes." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 185, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:30300", + "issue:31412", + "issue:32889", + "issue:33119", + "issue:33940", + "issue:35768", + "issue:36301", + "issue:52511", + "issue:52565", + "issue:53384", + "issue:53397", + "issue:53652", + "issue:53934", + "issue:55222", + "issue:57131", + "issue:57672", + "issue:59405", + "issue:61005", + "issue:62089", + "issue:62958", + "issue:62960", + "issue:63516", + "issue:63609", + "issue:63611", + "issue:63701", + "issue:63736", + "issue:64799", + "issue:64910", + "issue:65054", + "issue:65189", + "issue:65218", + "issue:65451", + "issue:65517", + "issue:65810", + "issue:66074", + "issue:66317", + "issue:66319", + "issue:66519", + "issue:66573", + "issue:66579", + "issue:67114", + "issue:67192", + "issue:67327", + "issue:67423", + "issue:67585", + "issue:67858", + "issue:67875", + "issue:68642" + ], + "soft_pairs": [ + "issue:52511|issue:66573", + "issue:52565|issue:67327", + "issue:62089|issue:66519", + "issue:63611|issue:67858", + "issue:64799|issue:67423", + "issue:64910|issue:68642", + "issue:65054|issue:67875", + "issue:65218|issue:66579", + "issue:66317|issue:67585", + "issue:66319|issue:67585", + "issue:62958|issue:67114", + "issue:53652|issue:65451", + "issue:55222|issue:57131", + "issue:63609|issue:63736", + "issue:32889|issue:33119", + "issue:31412|issue:33940", + "issue:57672|issue:67192", + "issue:53397|issue:63701", + "issue:63516|issue:65517", + "issue:31412|issue:65189", + "issue:30300|issue:62960", + "issue:53384|issue:59405", + "issue:35768|issue:36301", + "issue:61005|issue:65810", + "issue:53934|issue:66074" + ], + "prepared_review_unit_hash": "d0690e7082998a3f0d656770cc14679928fc47688a6cc83c0eaacc801dbb3157", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 25, + "serialized_chars": 35412, + "estimated_input_tokens": 8853, + "estimated_eval_tokens": 17962 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Nearly all candidate edges are superficial title matches across unrelated bugs. Only the macOS gateway stop/start pair looks like the same underlying launchd/launchctl issue; the rest should stay separate.", + "confidence": 0.95, + "canonical_issue_reason": "issue:57131 is the clearest root-cause report: it names the macOS launchctl misuse directly, which also explains the downstream start-fails-after-stop symptom in issue:55222.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:57131 is the best representative issue because it most explicitly identifies the fixable behavior (bootout vs stop on macOS) rather than only describing the consequence.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:52511", + "right": "issue:66573", + "accept": false, + "reason": "Different bugs: browser-control loss from gateway 1000 closure vs chat.history exceeding server max / no retry." + }, + { + "left": "issue:52565", + "right": "issue:67327", + "accept": false, + "reason": "Both mention UI behavior, but one is button/event-listener failure and the other is memory-wiki artifact counting; no shared underlying defect." + }, + { + "left": "issue:62089", + "right": "issue:66519", + "accept": false, + "reason": "Tool calls rendered as raw text is a rendering/serialization bug; duplicate delivery on subagent completion is a separate message-delivery issue." + }, + { + "left": "issue:63611", + "right": "issue:67858", + "accept": false, + "reason": "Both involve model selection/persistence, but one is Telegram /models reverting and the other is sticky fallback persistence after primary failure; not the same bug." + }, + { + "left": "issue:64799", + "right": "issue:67423", + "accept": false, + "reason": "Unrelated: unknown Volcengine model resolution on macOS vs auth router choosing the wrong apiKey for split provider entries." + }, + { + "left": "issue:64910", + "right": "issue:68642", + "accept": false, + "reason": "Both hang, but the reported paths differ: stuck reply-box/UI completion vs all CLI commands hanging." + }, + { + "left": "issue:65054", + "right": "issue:67875", + "accept": false, + "reason": "Different config bugs: one hardcodes MiniMax usage polling to CN endpoint, the other appends /v1 on restart." + }, + { + "left": "issue:65218", + "right": "issue:66579", + "accept": false, + "reason": "Heartbeat compaction-reserve handling and WhatsApp plugin-hook bypass are unrelated subsystems and failure modes." + }, + { + "left": "issue:66317", + "right": "issue:67585", + "accept": false, + "reason": "Not the same underlying bug; one is a deployment promo/feature request, the other is a WhatsApp group feature request." + }, + { + "left": "issue:66319", + "right": "issue:67585", + "accept": false, + "reason": "Same as above: unrelated request/feature text, no duplicate bug or change." + }, + { + "left": "issue:62958", + "right": "issue:67114", + "accept": false, + "reason": "Both are hangs, but one is an Ollama/macOS agent timeout and the other is Windows status/health hanging after restart; too different to merge." + }, + { + "left": "issue:53652", + "right": "issue:65451", + "accept": false, + "reason": "Both involve WhatsApp media attachments, but one is HTML documents failing to attach and the other is outbound images not attaching due to hasMedia false." + }, + { + "left": "issue:55222", + "right": "issue:57131", + "accept": true, + "reason": "Same macOS launchd bug: issue:57131 identifies launchctl bootout misuse, and issue:55222 reports the resulting start-fails-after-stop symptom." + }, + { + "left": "issue:63609", + "right": "issue:63736", + "accept": false, + "reason": "Generic hang reports with no shared concrete code path; one mentions SIGKILL termination, the other is too vague to tie together." + }, + { + "left": "issue:32889", + "right": "issue:33119", + "accept": false, + "reason": "Different image/file-reading problems: EISDIR during doc generation vs Control UI failing to display image attachments." + }, + { + "left": "issue:31412", + "right": "issue:33940", + "accept": false, + "reason": "Cron UI weirdness is unrelated to manual execution changing cron timing; same subsystem, different defects." + }, + { + "left": "issue:57672", + "right": "issue:67192", + "accept": false, + "reason": "Both involve Mistral/tooling, but one is tool-call ID validation via OpenRouter and the other is reasoning stream wrapping; not the same bug." + }, + { + "left": "issue:53397", + "right": "issue:63701", + "accept": false, + "reason": "Config-schema validation failure and plugin-schema compilation stack overflow are distinct failures, even though both mention schema." + }, + { + "left": "issue:63516", + "right": "issue:65517", + "accept": false, + "reason": "Telegram polling stalls vs active-memory sub-agent blocking the event loop are different root causes." + }, + { + "left": "issue:31412", + "right": "issue:65189", + "accept": false, + "reason": "Cron-job UI behavior is unrelated to the OpenViking memory leak/exposure report." + }, + { + "left": "issue:30300", + "right": "issue:62960", + "accept": false, + "reason": "Both concern images, but one is webchat upload stack overflow and the other is Slack private-file visibility after an SSRF redirect fix; not the same bug." + }, + { + "left": "issue:53384", + "right": "issue:59405", + "accept": false, + "reason": "Both touch streaming/output handling, but one drops text in assistant turns and the other drops exec/grep tool output in Telegram; not the same code-path issue." + }, + { + "left": "issue:35768", + "right": "issue:36301", + "accept": false, + "reason": "Related to version display/config, but one is Homebrew showing dev due to missing env var and the other is UI/service version mismatch after npm global update." + }, + { + "left": "issue:61005", + "right": "issue:65810", + "accept": false, + "reason": "Android onboarding button state and model fallback-on-connection-error are unrelated bugs." + }, + { + "left": "issue:53934", + "right": "issue:66074", + "accept": false, + "reason": "URL corruption in web UI and browser-tool SSRF-policy failure are different issues with no shared underlying defect." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The evaluation is grounded in the packet and stays conservative. The single accepted pair, issue:55222 and issue:57131, is well-supported by the titles/body: one reports the start-fails-after-stop symptom and the other identifies the macOS launchctl bootout vs stop mistake. The other soft-edge rejections are also conservative and do not overclaim shared root causes." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 186, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:30025", + "issue:30689", + "issue:30922", + "issue:31412", + "issue:31414", + "issue:31598", + "issue:50253", + "issue:50651", + "issue:51099", + "issue:52173", + "issue:53010", + "issue:53556", + "issue:53697", + "issue:55350", + "issue:56854", + "issue:58479", + "issue:64131", + "issue:64341", + "issue:64618", + "issue:64839", + "issue:64916", + "issue:64991", + "issue:65304", + "issue:65517", + "issue:65666", + "issue:65728", + "issue:65808", + "issue:65920", + "issue:65948", + "issue:66074", + "issue:66082", + "issue:66095", + "issue:66288", + "issue:66492", + "issue:66496", + "issue:66533", + "issue:66635", + "issue:66885", + "issue:67135", + "issue:67214", + "issue:67237", + "issue:67756", + "issue:67759", + "issue:68002", + "issue:68139", + "issue:68470", + "issue:68602", + "issue:68665" + ], + "soft_pairs": [ + "issue:31598|issue:68002", + "issue:30025|issue:64341", + "issue:53010|issue:68665", + "issue:58479|issue:66635", + "issue:65517|issue:66885", + "issue:66095|issue:67759", + "issue:53697|issue:65948", + "issue:67135|issue:68470", + "issue:66288|issue:66533", + "issue:55350|issue:56854", + "issue:30922|issue:64916", + "issue:30689|issue:31414", + "issue:53556|issue:68602", + "issue:65666|issue:65728", + "issue:66492|issue:66496", + "issue:64618|issue:66082", + "issue:50253|issue:65808", + "issue:64991|issue:67237", + "issue:52173|issue:67756", + "issue:51099|issue:65304", + "issue:31412|issue:67214", + "issue:64131|issue:68139", + "issue:64839|issue:66074", + "issue:50651|issue:65920" + ], + "prepared_review_unit_hash": "9a72f0691f5a1e0b554a66bb3e65a4b5aefda7c144d96d4504f31de1c7de3800", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 35466, + "estimated_input_tokens": 8867, + "estimated_eval_tokens": 17990 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "No strong duplicate cluster here: the soft pairs mostly share broad themes (versioning, image handling, Discord/Telegram, cron/UI) but point to different code paths or different products/features. I rejected all soft edges.", + "confidence": 0.31, + "canonical_issue_reason": "If a representative issue is needed, issue 55350 is the strongest standalone bug report: it is concrete, self-contained, and has the clearest operational signal among the set. That said, the items do not form one coherent duplicate cluster.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 55350 is the best issue to anchor on because it describes a precise failure mode with enough context to be actionable, unlike the more ambiguous or feature-like items.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:31598", + "right": "issue:68002", + "accept": false, + "reason": "Both are model-response failures, but one is VLLM empty output and the other is local Ollama/TUI reply behavior; different backends and likely different causes." + }, + { + "left": "issue:30025", + "right": "issue:64341", + "accept": false, + "reason": "The right issue has no meaningful title/content here, so there is not enough evidence to treat it as the same embedded connection-error bug." + }, + { + "left": "issue:53010", + "right": "issue:68665", + "accept": false, + "reason": "Different feature requests for different chat platforms (WeChat image sending vs Signal quote replies), not the same change." + }, + { + "left": "issue:58479", + "right": "issue:66635", + "accept": false, + "reason": "Approval-routing failure in Control UI versus WhatsApp inline media send failure; unrelated code paths and symptoms." + }, + { + "left": "issue:65517", + "right": "issue:66885", + "accept": false, + "reason": "Both mention Telegram polling/subagent stalls, but one is an embedded sub-agent event-loop blockage and the other is a Windows/undici HTTP/2 timeout issue; too different to merge." + }, + { + "left": "issue:66095", + "right": "issue:67759", + "accept": false, + "reason": "Both involve Qwen image handling, but one is attachment parsing dropping images and the other is a base-URL/provider routing failure in WebChat." + }, + { + "left": "issue:53697", + "right": "issue:65948", + "accept": false, + "reason": "Feishu schema validation and Discord empty-message-on-file-send are different platform-specific bugs." + }, + { + "left": "issue:67135", + "right": "issue:68470", + "accept": false, + "reason": "One is a Webchat context-meter/UI accounting bug; the other is MiniMax prompt-token double counting in compaction logic." + }, + { + "left": "issue:66288", + "right": "issue:66533", + "accept": false, + "reason": "Image-loss after agent reply versus session-selector labeling as heartbeat; these are separate WebChat issues." + }, + { + "left": "issue:55350", + "right": "issue:56854", + "accept": false, + "reason": "Both are Discord gateway crashes, but one is reconnect logic on close code 1006 and the other is a stale-socket restart exception; not the same concrete bug." + }, + { + "left": "issue:30922", + "right": "issue:64916", + "accept": false, + "reason": "Hardcoded version display and empty-image delivery are unrelated." + }, + { + "left": "issue:30689", + "right": "issue:31414", + "accept": false, + "reason": "Both involve version mismatch after updates, but one is a dashboard showing an old version and the other is systemd service version not being updated; too indirect." + }, + { + "left": "issue:53556", + "right": "issue:68602", + "accept": false, + "reason": "Feature requests about backward compatibility versus collapsing inbox metadata are not the same change." + }, + { + "left": "issue:65666", + "right": "issue:65728", + "accept": false, + "reason": "Unauthorized iframe/embed auth failure and generic unauthorized on gateway startup are different problems." + }, + { + "left": "issue:66492", + "right": "issue:66496", + "accept": false, + "reason": "Both are heartbeat-related, but one is a missing async-result context causing a confused relay reply and the other is role attribution making system events look like user messages." + }, + { + "left": "issue:64618", + "right": "issue:66082", + "accept": false, + "reason": "Cron registration/export-import bug versus memory-wiki artifact export count bug; unrelated subsystems." + }, + { + "left": "issue:50253", + "right": "issue:65808", + "accept": false, + "reason": "IPv6 bind support and separating Telegram reaction from requireMention are unrelated feature requests." + }, + { + "left": "issue:64991", + "right": "issue:67237", + "accept": false, + "reason": "Gemini OAuth communication failure and a vague general complaint are not enough to establish the same bug." + }, + { + "left": "issue:52173", + "right": "issue:67756", + "accept": false, + "reason": "Both mention provider prefixes, but one is a dashboard model-switcher concatenation bug and the other is cron routing ignoring ollama/; different paths and likely different fixes." + }, + { + "left": "issue:51099", + "right": "issue:65304", + "accept": false, + "reason": "Sandbox image missing python3 and Windows tool calls failing with missing parameters are unrelated." + }, + { + "left": "issue:31412", + "right": "issue:67214", + "accept": false, + "reason": "A strange Cron Jobs UI section and a post-update cron-job crash are not the same underlying bug." + }, + { + "left": "issue:64131", + "right": "issue:68139", + "accept": false, + "reason": "Dreaming page display issue versus broken localized docs links; unrelated." + }, + { + "left": "issue:64839", + "right": "issue:66074", + "accept": false, + "reason": "Qwen/Bailian image-tool handling and browser SSRF policy enforcement are different code paths." + }, + { + "left": "issue:50651", + "right": "issue:65920", + "accept": false, + "reason": "Model dropdown deduplication and config list-merging are different model-list behaviors, not the same bug." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 187, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:30152", + "issue:30818", + "issue:31273", + "issue:31486", + "issue:31487", + "issue:32682", + "issue:33102", + "issue:33568", + "issue:33856", + "issue:33883", + "issue:33943", + "issue:35254", + "issue:35389", + "issue:50253", + "issue:50976", + "issue:50999", + "issue:51083", + "issue:53537", + "issue:53648", + "issue:57072", + "issue:61211", + "issue:63422", + "issue:64740", + "issue:64775", + "issue:64799", + "issue:64910", + "issue:64971", + "issue:65363", + "issue:65516", + "issue:65701", + "issue:65863", + "issue:65917", + "issue:66319", + "issue:66323", + "issue:66607", + "issue:66769", + "issue:66988", + "issue:67092", + "issue:67525", + "issue:67537", + "issue:67564", + "issue:67585", + "issue:67797", + "issue:67798", + "issue:67972", + "issue:68004", + "issue:68028", + "issue:68062" + ], + "soft_pairs": [ + "issue:63422|issue:68004", + "issue:64740|issue:66319", + "issue:66323|issue:67585", + "issue:67092|issue:68062", + "issue:31487|issue:33102", + "issue:50253|issue:67537", + "issue:53648|issue:64910", + "issue:66607|issue:67797", + "issue:50999|issue:67564", + "issue:33568|issue:65863", + "issue:32682|issue:65516", + "issue:57072|issue:67525", + "issue:53537|issue:66988", + "issue:64799|issue:67972", + "issue:33856|issue:35254", + "issue:50976|issue:64775", + "issue:30152|issue:31486", + "issue:66769|issue:68028", + "issue:33883|issue:33943", + "issue:30818|issue:65917", + "issue:31273|issue:35389", + "issue:64971|issue:67798", + "issue:51083|issue:65701", + "issue:61211|issue:65363" + ], + "prepared_review_unit_hash": "7a0628e757249eb2e1d25514b18c7848fa48ea70d3273308a6583819613cf072", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 35153, + "estimated_input_tokens": 8789, + "estimated_eval_tokens": 17834 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Mostly unrelated issues; the only strong duplicate-like pair is the custom-provider/model catalog bug around allowlist filtering. No PRs were provided.", + "confidence": 0.9, + "canonical_issue_reason": "issue:30152 most directly describes the underlying bug in model selection/allowlisting: models are silently dropped when absent from the catalog even with an implicitly configured provider.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:30152 is the best canonical representative because it states the broader root cause; issue:31486 looks like a narrower downstream symptom in the image tool.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:63422", + "right": "issue:68004", + "accept": false, + "reason": "Both mention sub-agent/tool failures, but one is exec-tool breakage after an update and the other is an empty tools array for active-memory; different code paths and symptoms." + }, + { + "left": "issue:64740", + "right": "issue:66319", + "accept": false, + "reason": "Completely unrelated content; no shared bug or change." + }, + { + "left": "issue:66323", + "right": "issue:67585", + "accept": false, + "reason": "Both are spammy/non-technical feature requests, not the same underlying issue." + }, + { + "left": "issue:67092", + "right": "issue:68062", + "accept": false, + "reason": "Different problems: reasoning-tag leakage vs export rendering an empty conversation view." + }, + { + "left": "issue:31487", + "right": "issue:33102", + "accept": false, + "reason": "Timezone log formatting and TUI --deliver default config are unrelated features." + }, + { + "left": "issue:50253", + "right": "issue:67537", + "accept": false, + "reason": "IPv6 LAN binding support and GitHub login failure are unrelated." + }, + { + "left": "issue:53648", + "right": "issue:64910", + "accept": false, + "reason": "A UI search box default value bug and a stuck agent reply loop are unrelated." + }, + { + "left": "issue:66607", + "right": "issue:67797", + "accept": false, + "reason": "Both concern thinking/reasoning settings, but one is a UI display mismatch and the other is a provider cache flag bug; not the same concrete defect." + }, + { + "left": "issue:50999", + "right": "issue:67564", + "accept": false, + "reason": "Both involve Telegram polling failures, but they target different providers and failure modes (macOS restart loop vs weixin long-poll timeout/backoff)." + }, + { + "left": "issue:33568", + "right": "issue:65863", + "accept": false, + "reason": "Telegram topic memory logging and a missing docs provider entry are unrelated." + }, + { + "left": "issue:32682", + "right": "issue:65516", + "accept": false, + "reason": "One is a runtime 405 routing regression; the other is a packaging/build script missing file. Different bugs." + }, + { + "left": "issue:57072", + "right": "issue:67525", + "accept": false, + "reason": "Chat route-state desync and a plugin-handler state crash are separate issues." + }, + { + "left": "issue:53537", + "right": "issue:66988", + "accept": false, + "reason": "Gemini thinking loop on model switch and raw-mode config fallback are unrelated." + }, + { + "left": "issue:64799", + "right": "issue:67972", + "accept": false, + "reason": "Volcengine model resolution failure and npm install failure are unrelated." + }, + { + "left": "issue:33856", + "right": "issue:35254", + "accept": false, + "reason": "Both involve message routing, but one is a streaming disappearance/pinned-recipient conflict and the other is TUI messages misrouted to Discord DM." + }, + { + "left": "issue:50976", + "right": "issue:64775", + "accept": false, + "reason": "Slack multi-agent routing/streaming bug and Codex OAuth setup failure are unrelated." + }, + { + "left": "issue:30152", + "right": "issue:31486", + "accept": true, + "reason": "Both point to the same underlying model/provider catalog filtering problem: custom or implicitly configured provider models are excluded by allowlist/catalog handling, with 31486 appearing as a specific image-tool manifestation." + }, + { + "left": "issue:66769", + "right": "issue:68028", + "accept": false, + "reason": "Both involve secrets/API keys in plugin config, but one is secret leakage in gateway responses and the other is SecretRef validation/runtime mismatch; not the same bug." + }, + { + "left": "issue:33883", + "right": "issue:33943", + "accept": false, + "reason": "Different Feishu behaviors: duplicate streaming messages vs regular messages getting no response." + }, + { + "left": "issue:30818", + "right": "issue:65917", + "accept": false, + "reason": "The second item has no meaningful title/body here, so there is no reliable duplicate match." + }, + { + "left": "issue:31273", + "right": "issue:35389", + "accept": false, + "reason": "Both are ACP-related session failures, but one is a specific --session NO_SESSION bug and the other is a broader permissionMode/turn execution failure." + }, + { + "left": "issue:64971", + "right": "issue:67798", + "accept": false, + "reason": "Externally-backed session replies misrouted to webchat and Codex OAuth rejection are different layers and different failures." + }, + { + "left": "issue:51083", + "right": "issue:65701", + "accept": false, + "reason": "A CLI initialization ReferenceError and Telegram duplicate messages are unrelated." + }, + { + "left": "issue:61211", + "right": "issue:65363", + "accept": false, + "reason": "Build failure in contract surfaces and Gemini CLI model-template mapping failure are unrelated." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet and stays mostly conservative. The only accepted soft pair, issue:30152 with issue:31486, is plausibly the same allowlist/catalog/custom-provider class of bug, and the rejections avoid overclaiming on the other pairs. No PR pairs were present." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 188, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:19598", + "issue:27988", + "issue:28222", + "issue:30341", + "issue:30816", + "issue:31598", + "issue:34111", + "issue:34353", + "issue:36757", + "issue:37579", + "issue:49885", + "issue:50999", + "issue:51468", + "issue:52454", + "issue:53010", + "issue:53273", + "issue:53466", + "issue:53480", + "issue:53536", + "issue:53537", + "issue:53926", + "issue:54013", + "issue:62396", + "issue:62535", + "issue:62819", + "issue:63725", + "issue:64009", + "issue:64111", + "issue:64186", + "issue:64277", + "issue:64599", + "issue:64707", + "issue:64710", + "issue:64799", + "issue:64912", + "issue:65083", + "issue:65201", + "issue:65517", + "issue:65652", + "issue:65665", + "issue:65978", + "issue:65997", + "issue:66982", + "issue:67030", + "issue:67162", + "issue:67301", + "issue:67681", + "issue:67984" + ], + "soft_pairs": [ + "issue:66982|issue:67030", + "issue:64799|issue:67984", + "issue:49885|issue:53466", + "issue:53480|issue:64710", + "issue:31598|issue:64186", + "issue:64599|issue:65652", + "issue:62819|issue:67681", + "issue:62396|issue:62535", + "issue:64111|issue:65665", + "issue:30341|issue:53537", + "issue:19598|issue:63725", + "issue:27988|issue:30816", + "issue:34353|issue:64277", + "issue:64707|issue:67301", + "issue:34111|issue:52454", + "issue:36757|issue:53010", + "issue:51468|issue:53273", + "issue:37579|issue:53536", + "issue:54013|issue:65978", + "issue:65083|issue:65997", + "issue:53926|issue:65201", + "issue:64009|issue:64912", + "issue:28222|issue:67162", + "issue:50999|issue:65517" + ], + "prepared_review_unit_hash": "f9c0299ee6ca89d8cb501234a723d159a87d2352312f9f733297af9c4ff4a5c6", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 34911, + "estimated_input_tokens": 8728, + "estimated_eval_tokens": 17712 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "The set is heterogeneous: the soft pairs mostly share only broad subsystem vocabulary (Slack, Telegram, model selection, config, plugins) but not the same underlying bug or change. No duplicate pairs were accepted.", + "confidence": 0.84, + "canonical_issue_reason": "No single canonical issue: these items span unrelated bugs and features across different subsystems, so they do not form one duplicate cluster.", + "canonical_pr_reason": "No pull requests are present in this set.", + "best_issue_reason": "issue:64277 is the clearest standalone bug report: it has a specific Slack requireMention regression, a concrete trigger, and a well-defined expected-vs-actual behavior.", + "best_pr_reason": "No pull requests are present in this set.", + "soft_edge_verdicts": [ + { + "left": "issue:66982", + "right": "issue:67030", + "accept": false, + "reason": "Both mention isolated-session/relay behavior, but one is about orphan sessions and missing result context while the other is about failed exec notifications and persona/language leakage; different bug paths." + }, + { + "left": "issue:64799", + "right": "issue:67984", + "accept": false, + "reason": "Unrelated failures: one is a model-resolution bug for Volcengine coding plan models, the other is an npm install/update failure." + }, + { + "left": "issue:49885", + "right": "issue:53466", + "accept": false, + "reason": "Different credential systems and symptoms: Google Vertex ADC lookup vs external Codex credential overwrite after re-auth." + }, + { + "left": "issue:53480", + "right": "issue:64710", + "accept": false, + "reason": "Both involve model/runtime behavior, but one is a Discord /reset thinkingLevel regression and the other is an Ollama timeout; not the same code path." + }, + { + "left": "issue:31598", + "right": "issue:64186", + "accept": false, + "reason": "Both concern local model access, but one is an empty VLLM response while the other is choosing a local Ollama CLI instead of a remote API endpoint." + }, + { + "left": "issue:64599", + "right": "issue:65652", + "accept": false, + "reason": "Both are sleep-phase related, but one reports all candidates at confidence 0.00 and the other reports dreaming firing on every heartbeat; different defects." + }, + { + "left": "issue:62819", + "right": "issue:67681", + "accept": false, + "reason": "Both touch cron/session delivery, but one cannot send messages in an isolated QQ session while the other duplicates replies despite --no-deliver." + }, + { + "left": "issue:62396", + "right": "issue:62535", + "accept": false, + "reason": "Both are validation bugs, but one is memory-core schema validation always failing and the other is dreaming config rejecting timezone; separate validators." + }, + { + "left": "issue:64111", + "right": "issue:65665", + "accept": false, + "reason": "Both involve vision/image handling, but one is missing access to the image tool for Ollama vision models and the other is stale image data despite unique paths." + }, + { + "left": "issue:30341", + "right": "issue:53537", + "accept": false, + "reason": "Both mention Gemini, but one is a false rate-limit error on fallback and the other is an infinite thinking-content loop on model switch." + }, + { + "left": "issue:19598", + "right": "issue:63725", + "accept": false, + "reason": "Feature requests in unrelated integrations: Slack thread support vs Web chat file upload." + }, + { + "left": "issue:27988", + "right": "issue:30816", + "accept": false, + "reason": "A cache-retention model-definition bug is unrelated to Discord timeout/duplicate-delivery behavior." + }, + { + "left": "issue:34353", + "right": "issue:64277", + "accept": false, + "reason": "Both are mention-gating bugs on chat platforms, but they affect different platforms and different logic; not the same underlying fix." + }, + { + "left": "issue:64707", + "right": "issue:67301", + "accept": false, + "reason": "Both involve restart/restore state, but one is auto-created Feishu account/configuration and the other is session label reset after compaction or restart." + }, + { + "left": "issue:34111", + "right": "issue:52454", + "accept": false, + "reason": "Both are messaging-delivery bugs, but one is missing webhook POSTs in Nextcloud Talk and the other is Telegram direct-thread routing failure." + }, + { + "left": "issue:36757", + "right": "issue:53010", + "accept": false, + "reason": "Separate feature requests for different channels and capabilities: Telegram link-preview control vs WeChat image sending." + }, + { + "left": "issue:51468", + "right": "issue:53273", + "accept": false, + "reason": "Both involve acpx/install/update, but one is a runtime version mismatch and the other is a plugin sourcePath update bug after global install." + }, + { + "left": "issue:37579", + "right": "issue:53536", + "accept": false, + "reason": "Different mechanisms: compaction safeguard causing message loss vs model switching not going through Gateway API." + }, + { + "left": "issue:54013", + "right": "issue:65978", + "accept": false, + "reason": "Both concern direct delivery/transcription, but one is a Telegram outbound configuration error and the other is WhatsApp transcription being skipped on idle delivery." + }, + { + "left": "issue:65083", + "right": "issue:65997", + "accept": false, + "reason": "Both are CLI/plugin gating issues, but one is a misleading commands CLI error and the other is allowlist validation conflicting with help/plugin gating; not one bug." + }, + { + "left": "issue:53926", + "right": "issue:65201", + "accept": false, + "reason": "Both involve secrets/auth handling, but one is gateway install EnvironmentFile placement and the other is a doctor false-positive on auth token storage." + }, + { + "left": "issue:64009", + "right": "issue:64912", + "accept": false, + "reason": "Completely different areas: Slack socket-mode reconnect instability vs missing qa/scenarios in a package build." + }, + { + "left": "issue:28222", + "right": "issue:67162", + "accept": false, + "reason": "The second issue has no substantive title/body signal, so there is no evidence it is the same diagnostics-otel bug." + }, + { + "left": "issue:50999", + "right": "issue:65517", + "accept": false, + "reason": "Both affect Telegram polling, but one is a macOS stall/restart loop and the other is event-loop starvation from an embedded sub-agent; different root causes." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 189, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:30025", + "issue:30908", + "issue:33758", + "issue:34298", + "issue:35072", + "issue:35181", + "issue:50966", + "issue:51120", + "issue:51123", + "issue:53322", + "issue:53425", + "issue:53512", + "issue:53537", + "issue:53672", + "issue:53785", + "issue:53935", + "issue:57055", + "issue:61005", + "issue:62472", + "issue:62623", + "issue:63819", + "issue:64009", + "issue:64740", + "issue:65184", + "issue:65400", + "issue:65431", + "issue:65558", + "issue:65676", + "issue:65678", + "issue:65698", + "issue:65721", + "issue:65890", + "issue:66121", + "issue:66242", + "issue:66323", + "issue:66324", + "issue:66406", + "issue:66635", + "issue:66958", + "issue:67092", + "issue:67097", + "issue:67537", + "issue:67624", + "issue:67774", + "issue:68536", + "issue:68605", + "issue:68735" + ], + "soft_pairs": [ + "issue:53322|issue:65400", + "issue:51123|issue:65431", + "issue:64740|issue:66323", + "issue:64740|issue:66324", + "issue:57055|issue:65721", + "issue:65698|issue:66958", + "issue:30908|issue:67774", + "issue:33758|issue:68605", + "issue:66635|issue:68536", + "issue:65558|issue:67097", + "issue:65184|issue:65890", + "issue:35181|issue:53785", + "issue:61005|issue:66242", + "issue:62472|issue:67092", + "issue:51120|issue:67537", + "issue:34298|issue:53672", + "issue:67624|issue:68735", + "issue:62623|issue:63819", + "issue:53425|issue:66406", + "issue:53537|issue:65676", + "issue:65678|issue:66121", + "issue:50966|issue:53512", + "issue:35072|issue:64009", + "issue:30025|issue:53935" + ], + "prepared_review_unit_hash": "8ad2de63a8e028804e18336a90bb90b0db834475b1c9b21f3790733dee34ea47", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 24, + "serialized_chars": 34994, + "estimated_input_tokens": 8749, + "estimated_eval_tokens": 17754 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Mostly a noisy cluster with a few real duplicate pairs. The clearest duplicate themes are: Control UI on port 18789, model-switch/fallback looping, and false-positive plugin config warnings. Most other pairs only share a broad subsystem and should stay separate.", + "confidence": 0.69, + "canonical_issue_reason": "issue:65676 is the strongest representative of the clearest duplicate subcluster: it is specific, root-cause oriented, and covers the model-switch/fallback loop behavior better than the symptom-only sibling issue.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:65676 is the best overall issue in this cluster because it is the most concrete and diagnostic of the accepted duplicate group, with a clear failure mode and likely shared fix path.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:53322", + "right": "issue:65400", + "accept": false, + "reason": "Different bugs: browser tool execution ordering vs `openclaw browser --help` boot-time regression." + }, + { + "left": "issue:51123", + "right": "issue:65431", + "accept": false, + "reason": "Both involve images, but one is a MiniMax VLM 400 error and the other is a model capability/config mismatch." + }, + { + "left": "issue:64740", + "right": "issue:66323", + "accept": false, + "reason": "Unrelated: security-layer bypass claim vs spam/scam content." + }, + { + "left": "issue:64740", + "right": "issue:66324", + "accept": false, + "reason": "Unrelated: security-layer bypass claim vs spam/scam content." + }, + { + "left": "issue:57055", + "right": "issue:65721", + "accept": false, + "reason": "Different problems: sandbox SSRF policy handling vs agent self-destruction via config modification." + }, + { + "left": "issue:65698", + "right": "issue:66958", + "accept": false, + "reason": "Different code paths: cached plugin artifacts restoration vs Telegram command menu registration." + }, + { + "left": "issue:30908", + "right": "issue:67774", + "accept": false, + "reason": "`30908` is a duplicate-plugin-id warning; `67774` has no concrete bug detail to match against." + }, + { + "left": "issue:33758", + "right": "issue:68605", + "accept": false, + "reason": "Different UI/media bugs: MiniMax-CN streaming in TUI vs image persistence in webchat." + }, + { + "left": "issue:66635", + "right": "issue:68536", + "accept": false, + "reason": "Both touch WhatsApp media, but one is inline auto-reply send failure and the other is filename loss during reply-media staging." + }, + { + "left": "issue:65558", + "right": "issue:67097", + "accept": false, + "reason": "Related to model onboarding/manifest, but one is leaked MiniMax refs after OAuth and the other is bundled plugins bypassing lifecycle injection." + }, + { + "left": "issue:65184", + "right": "issue:65890", + "accept": false, + "reason": "Completely different: systemd install failure vs memory backend collection mismatch." + }, + { + "left": "issue:35181", + "right": "issue:53785", + "accept": false, + "reason": "Different packaging/runtime issues: missing prebuilt GPU binary vs missing npm crypto binary for Linux." + }, + { + "left": "issue:61005", + "right": "issue:66242", + "accept": false, + "reason": "Different symptoms and layers: Android onboarding button state vs browser tool SSRF blocking on Android/Termux." + }, + { + "left": "issue:62472", + "right": "issue:67092", + "accept": false, + "reason": "Different bugs: persisted context/window metadata vs malformed reasoning-tag leakage into assistant text." + }, + { + "left": "issue:51120", + "right": "issue:67537", + "accept": false, + "reason": "Feature request for lazy loading vs GitHub OAuth login failure." + }, + { + "left": "issue:34298", + "right": "issue:53672", + "accept": true, + "reason": "Both point to the Control UI on port 18789 not serving correctly; one reports direct Not Found and the other says the UI is not working on that port." + }, + { + "left": "issue:67624", + "right": "issue:68735", + "accept": false, + "reason": "Different failures: HTML payload returned from openai-codex/gpt-5.4 vs provider schema/tool rejection." + }, + { + "left": "issue:62623", + "right": "issue:63819", + "accept": false, + "reason": "Different areas: Slack DM attachment download regression vs stuck-running session status." + }, + { + "left": "issue:53425", + "right": "issue:66406", + "accept": false, + "reason": "Unrelated: OpenAI tools schema error after upgrade vs Feishu reactions API invalid reaction type." + }, + { + "left": "issue:53537", + "right": "issue:65676", + "accept": true, + "reason": "Same underlying model-switch loop: one describes Gemini thinking output looping on switch, the other describes fallback selection being overridden in a loop." + }, + { + "left": "issue:65678", + "right": "issue:66121", + "accept": true, + "reason": "Same false-positive plugin/config diagnostics: both say plugin allow/provenance checks are wrong even when configuration is present." + }, + { + "left": "issue:50966", + "right": "issue:53512", + "accept": false, + "reason": "Different bugs: UI model/provider switch routing vs context-saturation compaction/session state handling." + }, + { + "left": "issue:35072", + "right": "issue:64009", + "accept": false, + "reason": "Both are periodic restarts, but they affect different providers and mechanisms (idle health monitor vs socket-mode ping/pong staleness)." + }, + { + "left": "issue:30025", + "right": "issue:53935", + "accept": false, + "reason": "No concrete overlap: embedded connection error vs a blank/empty issue entry." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The clustering judgment is grounded in the packet and stays conservative overall. The three accepted pairs are plausibly duplicate-level matches from their titles/body context, and the rejected pairs mostly differ by subsystem or failure mode rather than only sharing broad vocabulary. The canonical/best-issue choice around issue:65676 is also well supported by the stronger, more diagnostic wording in that issue." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 190, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:24662", + "issue:31425", + "issue:31440", + "issue:31544", + "issue:34324", + "issue:34863", + "issue:34925", + "issue:35023", + "issue:35523", + "issue:36672", + "issue:36830", + "issue:51099", + "issue:52433", + "issue:53135", + "issue:53523", + "issue:53786", + "issue:59228", + "issue:62819", + "issue:62904", + "issue:63345", + "issue:63611", + "issue:63936", + "issue:64409", + "issue:64931", + "issue:65119", + "issue:65305", + "issue:65368", + "issue:65418", + "issue:65430", + "issue:65510", + "issue:65603", + "issue:65794", + "issue:65920", + "issue:65921", + "issue:65950", + "issue:65974", + "issue:66124", + "issue:66591", + "issue:66752", + "issue:66769", + "issue:67088", + "issue:67131", + "issue:67136", + "issue:67158", + "issue:67291", + "issue:67730", + "issue:68190" + ], + "soft_pairs": [ + "issue:34863|issue:35523", + "issue:63936|issue:64409", + "issue:65305|issue:66124", + "issue:65368|issue:66752", + "issue:67131|issue:67158", + "issue:36672|issue:65603", + "issue:34925|issue:62904", + "issue:51099|issue:52433", + "issue:64931|issue:65920", + "issue:31440|issue:53786", + "issue:34324|issue:63611", + "issue:59228|issue:65794", + "issue:31425|issue:62819", + "issue:35023|issue:65418", + "issue:36830|issue:66591", + "issue:65950|issue:67136", + "issue:65510|issue:66769", + "issue:31544|issue:65974", + "issue:65430|issue:67291", + "issue:53523|issue:63345", + "issue:24662|issue:68190", + "issue:52433|issue:65921", + "issue:65119|issue:67088", + "issue:53135|issue:67730" + ], + "prepared_review_unit_hash": "c6b975e18667a7505506d3420d10705037ac89731f8169d424a3470cc0dcea78", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 24, + "serialized_chars": 34622, + "estimated_input_tokens": 8656, + "estimated_eval_tokens": 17568 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "The set is mostly heterogeneous bug reports across unrelated areas. Only the dreaming/config-startup pair looks like a true duplicate; the rest are same-subsystem or same-symptom false positives and should remain separate.", + "confidence": 0.82, + "canonical_issue_reason": "issue:64409 is the better canonical because it states the likely root cause directly: dreaming config resolution returns enabled=false during startup, which plausibly explains the cron-recreation failure.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:64409 is the strongest representative of the only real duplicate pair and is the most root-cause-oriented wording.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:34863", + "right": "issue:35523", + "accept": false, + "reason": "Both involve assistant output timing/formatting, but one is ACP client interactive mode returning only end_turn and the other is TUI display lag; different code paths." + }, + { + "left": "issue:63936", + "right": "issue:64409", + "accept": true, + "reason": "Likely same dreaming bug: config resolution reports enabled=false during startup, which fits the missing cron recreation after gateway restart." + }, + { + "left": "issue:65305", + "right": "issue:66124", + "accept": false, + "reason": "One is schema validation rejecting historyLimit=0; the other is UI/runtime config-path mismatch for dreaming enabled. Related area, not same defect." + }, + { + "left": "issue:65368", + "right": "issue:66752", + "accept": false, + "reason": "Both are module-not-found packaging failures, but the missing files differ and one is update-related while the other is ARM64 global install-related." + }, + { + "left": "issue:67131", + "right": "issue:67158", + "accept": false, + "reason": "Both touch openai-codex/auth/model handling, but one is persisted baseUrl causing a failure after another fix and the other is OAuth rejecting certain model IDs." + }, + { + "left": "issue:36672", + "right": "issue:65603", + "accept": false, + "reason": "Both mention bad request payloads, but one is a generic invalid JSON payload on every request and the other is a provider-specific schema/tool rejection." + }, + { + "left": "issue:34925", + "right": "issue:62904", + "accept": false, + "reason": "Both are startup/package missing-file errors, but they affect different artifacts (discord-api-types chunk vs telegram src directory) and different failure modes." + }, + { + "left": "issue:51099", + "right": "issue:52433", + "accept": false, + "reason": "Sandbox image missing python3 and ACPX version pinning/revert are unrelated bugs in different subsystems." + }, + { + "left": "issue:64931", + "right": "issue:65920", + "accept": false, + "reason": "LaunchAgent plist regeneration stripping env vars and config merging overwriting models are distinct update/config persistence bugs." + }, + { + "left": "issue:31440", + "right": "issue:53786", + "accept": false, + "reason": "Both are cross-channel state issues, but one is session sharing between Telegram/Webchat and the other is dashboard vs Feishu status desync." + }, + { + "left": "issue:34324", + "right": "issue:63611", + "accept": false, + "reason": "Telegram/WebChat duplicate delivery and Telegram /models reverting to default are different channel-state problems." + }, + { + "left": "issue:59228", + "right": "issue:65794", + "accept": false, + "reason": "Both involve stripped/truncated arguments, but one is slash-command routing and the other is Web Chat tool-call block parsing." + }, + { + "left": "issue:31425", + "right": "issue:62819", + "accept": false, + "reason": "A persisted CLI flag and a QQ cron delivery failure are unrelated cron/session bugs." + }, + { + "left": "issue:35023", + "right": "issue:65418", + "accept": false, + "reason": "Both involve thinking blocks, but one strips them from replay history and the other mutates text causing signature validation errors; not the same concrete bug." + }, + { + "left": "issue:36830", + "right": "issue:66591", + "accept": false, + "reason": "TUI keyboard handling and a lossless-claw ContextEngine id mismatch are unrelated." + }, + { + "left": "issue:65950", + "right": "issue:67136", + "accept": false, + "reason": "Both are false-success style bugs, but one is cron status reporting and the other is file write confirmation; different code paths." + }, + { + "left": "issue:65510", + "right": "issue:66769", + "accept": false, + "reason": "SecretRef handling in Firecrawl and leaking secrets in gateway responses are opposite-direction security issues, not duplicates." + }, + { + "left": "issue:31544", + "right": "issue:65974", + "accept": false, + "reason": "No meaningful overlap; the second title is empty and provides no evidence of the same bug." + }, + { + "left": "issue:65430", + "right": "issue:67291", + "accept": false, + "reason": "BlueBubbles image ingestion failure and onboarding trim crash are unrelated channel/setup bugs." + }, + { + "left": "issue:53523", + "right": "issue:63345", + "accept": false, + "reason": "Both are Matrix plugin issues, but one is a core dump and the other is a missing-keys message; too different to merge." + }, + { + "left": "issue:24662", + "right": "issue:68190", + "accept": false, + "reason": "Webchat image paste not sent and chat messages dropped during tool execution are different interaction bugs." + }, + { + "left": "issue:52433", + "right": "issue:65921", + "accept": false, + "reason": "ACPX version reverting and launcher path resolution after update are related to the plugin lifecycle but not the same concrete failure." + }, + { + "left": "issue:65119", + "right": "issue:67088", + "accept": false, + "reason": "Ollama model detection and macOS GUI detection with SSH env vars are unrelated detection heuristics." + }, + { + "left": "issue:53135", + "right": "issue:67730", + "accept": false, + "reason": "Control UI asset build failure and dreaming/session cleanup leak are entirely separate issues." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet, and the one accepted soft edge (63936 \u2194 64409) is suitably hedged as a likely duplicate based on closely related dreaming/startup symptoms. The remaining pairs are conservatively rejected with reasons tied to distinct titles/code paths, so I don\u2019t see evidence of overstated matching." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 191, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:25663", + "issue:30025", + "issue:30818", + "issue:30917", + "issue:31247", + "issue:33272", + "issue:33438", + "issue:34592", + "issue:35227", + "issue:48473", + "issue:49890", + "issue:50253", + "issue:50983", + "issue:51120", + "issue:51569", + "issue:51658", + "issue:52292", + "issue:52488", + "issue:53537", + "issue:53643", + "issue:53686", + "issue:53953", + "issue:55350", + "issue:58760", + "issue:62762", + "issue:63366", + "issue:63516", + "issue:63704", + "issue:64517", + "issue:64802", + "issue:64845", + "issue:65277", + "issue:65705", + "issue:66151", + "issue:66222", + "issue:66290", + "issue:66564", + "issue:66633", + "issue:66747", + "issue:67162", + "issue:67667", + "issue:67774", + "issue:67798", + "issue:67901", + "issue:67903", + "issue:68113", + "issue:68467", + "issue:68766" + ], + "soft_pairs": [ + "issue:30818|issue:49890", + "issue:33272|issue:33438", + "issue:48473|issue:68113", + "issue:30025|issue:67162", + "issue:34592|issue:58760", + "issue:50253|issue:66222", + "issue:51120|issue:51658", + "issue:53953|issue:66151", + "issue:53686|issue:63516", + "issue:64802|issue:66290", + "issue:52292|issue:53537", + "issue:52488|issue:63366", + "issue:30917|issue:49890", + "issue:35227|issue:67667", + "issue:50983|issue:64517", + "issue:64845|issue:68467", + "issue:65277|issue:65705", + "issue:55350|issue:68766", + "issue:30025|issue:67774", + "issue:62762|issue:66747", + "issue:25663|issue:53643", + "issue:67901|issue:67903", + "issue:31247|issue:63704", + "issue:66633|issue:67798", + "issue:51569|issue:66564" + ], + "prepared_review_unit_hash": "59c1b187a48b9a9d84f64393f696d0e686f8bae8bc97468f9c6680011b25ab39", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 25, + "serialized_chars": 35288, + "estimated_input_tokens": 8822, + "estimated_eval_tokens": 17900 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Mostly heterogeneous bug reports with one clear duplicate pair in the dreaming scheduler area. Almost all other soft edges are false positives across different subsystems or distinct failure modes.", + "confidence": 0.95, + "canonical_issue_reason": "issue:65705 is the clearest root-cause report for the only strong duplicate pair: it states the dreaming sweep retriggers every heartbeat instead of once per cron schedule, which explains the duplicate-session symptom in issue:65277.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:65705 is the best standalone issue in this set because it is specific, root-cause oriented, and directly actionable for triage.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:30818", + "right": "issue:49890", + "accept": false, + "reason": "Pasted images not being sent is unrelated to an empty/placeholder bug report; no shared underlying defect." + }, + { + "left": "issue:33272", + "right": "issue:33438", + "accept": false, + "reason": "Both involve custom OpenAI-style providers, but one is about unsupported reasoning_effort and the other about tool-name sanitization; different code paths." + }, + { + "left": "issue:48473", + "right": "issue:68113", + "accept": false, + "reason": "Plugin route 404s from registry mismatch are not the same as Mattermost slash commands returning 503 during initialization." + }, + { + "left": "issue:30025", + "right": "issue:67162", + "accept": false, + "reason": "Embedded agent connection errors and a blank bug report do not match on a concrete underlying bug." + }, + { + "left": "issue:34592", + "right": "issue:58760", + "accept": false, + "reason": "Both are Discord-related, but one is a reconnect loop on gateway failure and the other is a startup TypeError; distinct failures." + }, + { + "left": "issue:50253", + "right": "issue:66222", + "accept": false, + "reason": "An IPv6 bind feature request is unrelated to a multi-agent collaboration feature request." + }, + { + "left": "issue:51120", + "right": "issue:51658", + "accept": false, + "reason": "Skills lazy-loading and Brave Search baseUrl support are unrelated feature requests." + }, + { + "left": "issue:53953", + "right": "issue:66151", + "accept": false, + "reason": "Module singleton mismatch in msteams is not the same as a missing subagent registry module during cleanup." + }, + { + "left": "issue:53686", + "right": "issue:63516", + "accept": false, + "reason": "Outbound Telegram API failures differ from Telegram polling stalls/heartbeat issues; different directions of the integration." + }, + { + "left": "issue:64802", + "right": "issue:66290", + "accept": false, + "reason": "Railway image version update is unrelated to a Docker gateway stack overflow when loading bundled channels." + }, + { + "left": "issue:52292", + "right": "issue:53537", + "accept": false, + "reason": "Duplicate image sends in a skill are not the same as infinite thinking-content loops on model switch." + }, + { + "left": "issue:52488", + "right": "issue:63366", + "accept": false, + "reason": "Missing operator.read scope after pairing is unrelated to dmPolicy allowlist leaking pairing codes." + }, + { + "left": "issue:30917", + "right": "issue:49890", + "accept": false, + "reason": "A Telegram model-specific failure is not the same as a blank bug report; no shared defect evidence." + }, + { + "left": "issue:35227", + "right": "issue:67667", + "accept": false, + "reason": "Messages not saving and /status showing 0% context usage may be related superficially, but the reported symptoms and root causes are not the same." + }, + { + "left": "issue:50983", + "right": "issue:64517", + "accept": false, + "reason": "A licensing/security concern is unrelated to approvals.exec.targets failing with multiple agents." + }, + { + "left": "issue:64845", + "right": "issue:68467", + "accept": false, + "reason": "Missing idempotencyKey during narrative generation is not the same as inline dreaming producing no output." + }, + { + "left": "issue:65277", + "right": "issue:65705", + "accept": true, + "reason": "Both describe the same dreaming scheduler bug: the sweep fires repeatedly instead of once per scheduled run, causing extra sessions." + }, + { + "left": "issue:55350", + "right": "issue:68766", + "accept": false, + "reason": "Discord gateway reconnect crashes and Feishu token-refresh recovery failures are different integrations and failure mechanisms." + }, + { + "left": "issue:30025", + "right": "issue:67774", + "accept": false, + "reason": "Embedded connection errors are not supported by a blank issue report; no duplicate evidence." + }, + { + "left": "issue:62762", + "right": "issue:66747", + "accept": false, + "reason": "Both mention 1006, but the second issue also includes a separate EPERM-on-chmod registry-restore problem; not clearly the same underlying bug." + }, + { + "left": "issue:25663", + "right": "issue:53643", + "accept": false, + "reason": "Session timeout 401s and an unstable skills list disappearing after click are unrelated UI bugs." + }, + { + "left": "issue:67901", + "right": "issue:67903", + "accept": false, + "reason": "Blocking the bundled subagents command via plugins.allow is not the same as rejecting boolean false for apiKey in plugin config." + }, + { + "left": "issue:31247", + "right": "issue:63704", + "accept": false, + "reason": "Dashboard schema/usage/Telegram health issues are unrelated to a Config page form-to-raw mode SyntaxError." + }, + { + "left": "issue:66633", + "right": "issue:67798", + "accept": false, + "reason": "Both involve openai-codex and Cloudflare, but one is a request/403 regression and the other is OAuth code exchange failure; distinct bugs." + }, + { + "left": "issue:51569", + "right": "issue:66564", + "accept": false, + "reason": "OAuth proxy handling and Control UI lag are unrelated issues." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The assessment is grounded in the packet and stays conservative overall. The one accepted pair (issue:65277 / issue:65705) is well supported by the titles, and the remaining soft-edge rejections avoid overclaiming duplicate status across superficially related but distinct bugs or features." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 192, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:28222", + "issue:30025", + "issue:30768", + "issue:31275", + "issue:33856", + "issue:34925", + "issue:34971", + "issue:35884", + "issue:42870", + "issue:49885", + "issue:50260", + "issue:51158", + "issue:52677", + "issue:53358", + "issue:53494", + "issue:53643", + "issue:53786", + "issue:53881", + "issue:53935", + "issue:54050", + "issue:57072", + "issue:63450", + "issue:64418", + "issue:64552", + "issue:64743", + "issue:64932", + "issue:65177", + "issue:65293", + "issue:65528", + "issue:65538", + "issue:65701", + "issue:65844", + "issue:66097", + "issue:66129", + "issue:66391", + "issue:66500", + "issue:66668", + "issue:66752", + "issue:66822", + "issue:67019", + "issue:67131", + "issue:67342", + "issue:67726", + "issue:68113", + "issue:68211", + "issue:68447", + "issue:68466", + "issue:68606" + ], + "soft_pairs": [ + "issue:65177|issue:65844", + "issue:42870|issue:67131", + "issue:34925|issue:64932", + "issue:63450|issue:64552", + "issue:35884|issue:65701", + "issue:49885|issue:54050", + "issue:31275|issue:64743", + "issue:52677|issue:53494", + "issue:67342|issue:68113", + "issue:65293|issue:66668", + "issue:65528|issue:66097", + "issue:53786|issue:57072", + "issue:53358|issue:66822", + "issue:51158|issue:68447", + "issue:53881|issue:64743", + "issue:30025|issue:53643", + "issue:30768|issue:53935", + "issue:64418|issue:65538", + "issue:66500|issue:67019", + "issue:28222|issue:50260", + "issue:66129|issue:66752", + "issue:54050|issue:68466", + "issue:67726|issue:68211", + "issue:33856|issue:34971", + "issue:66391|issue:68606" + ], + "prepared_review_unit_hash": "03a454470179b223cd9e988eaf8fb2074597b378b14a3df9837cd5373b91a1bb", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 25, + "serialized_chars": 35569, + "estimated_input_tokens": 8893, + "estimated_eval_tokens": 18042 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "All candidate soft edges are false positives: the paired reports touch adjacent subsystems or share only vague symptoms, but they describe different failure modes and would not be merged into the same fix. No pull requests are present.", + "confidence": 0.93, + "canonical_issue_reason": "issue:51158 is the clearest standalone report: it names a specific Matrix inbound-routing failure, includes concrete behavior, and has inbound references, making it the best representative issue if one must be chosen.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:51158 is the strongest general issue candidate because it is specific, reproducible, and narrowly scoped to one code path rather than a broad symptom report.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:65177", + "right": "issue:65844", + "accept": false, + "reason": "Both involve upgrade/auth behavior, but one is a Feishu config migration bug and the other is a Codex profile-collapsing auth bug; different code paths and fixes." + }, + { + "left": "issue:42870", + "right": "issue:67131", + "accept": false, + "reason": "Both mention OpenAI-compatible baseUrl handling, but 42870 is a Cloudflare 403 triggered by backticks while 67131 is a persistence/normalization regression after another fix." + }, + { + "left": "issue:34925", + "right": "issue:64932", + "accept": false, + "reason": "One is a CLI startup crash from a missing module, the other is a missing QA scenario file breaking cache generation; unrelated failures." + }, + { + "left": "issue:63450", + "right": "issue:64552", + "accept": false, + "reason": "A gateway startup delay from chat.history WS blocking is not the same as a general API-call performance regression." + }, + { + "left": "issue:35884", + "right": "issue:65701", + "accept": false, + "reason": "Duplicate plugin-id warnings in Feishu are unrelated to Telegram sending duplicate messages; same broad messaging area only." + }, + { + "left": "issue:49885", + "right": "issue:54050", + "accept": false, + "reason": "Both are credentials-related, but one is Vertex ADC lookup and the other is stale OpenAI Codex OAuth import; different auth stacks and fixes." + }, + { + "left": "issue:31275", + "right": "issue:64743", + "accept": false, + "reason": "A Feishu /new session-memory hook issue does not match a MoE model-routing/model-selection bug." + }, + { + "left": "issue:52677", + "right": "issue:53494", + "accept": false, + "reason": "Gemini tool availability is a provider/tooling support issue; the other is plugin-tool registry corruption after image messages." + }, + { + "left": "issue:67342", + "right": "issue:68113", + "accept": false, + "reason": "Both say 'not initialized', but they affect different integrations and startup paths (BlueBubbles gateway vs Mattermost slash commands)." + }, + { + "left": "issue:65293", + "right": "issue:66668", + "accept": false, + "reason": "Both involve plugin cleanup, but 65293 is doctor --fix leaving a dangling channel reference and 66668 is uninstall not deleting extension files." + }, + { + "left": "issue:65528", + "right": "issue:66097", + "accept": false, + "reason": "macOS managed-browser process death is a launch/crash problem, while attachOnly reporting 'not running' despite a live /json/version endpoint is a CDP detection bug." + }, + { + "left": "issue:53786", + "right": "issue:57072", + "accept": false, + "reason": "Both mention message/state desync, but one is cross-surface dashboard/Feishu sync and the other is route-navigation rendering state in the chat UI." + }, + { + "left": "issue:53358", + "right": "issue:66822", + "accept": false, + "reason": "OpenAI batch completion hanging memory indexing is not the same as a concurrency setting being ignored while flooding Ollama." + }, + { + "left": "issue:51158", + "right": "issue:68447", + "accept": false, + "reason": "Matrix inbound routing and LM Studio provider-prefix misrouting are unrelated code paths and failure modes." + }, + { + "left": "issue:53881", + "right": "issue:64743", + "accept": false, + "reason": "A UI scroll-height issue is unrelated to a model-selection regression." + }, + { + "left": "issue:30025", + "right": "issue:53643", + "accept": false, + "reason": "An embedded agent connection error is not the same as unstable Chinese skill-list UI behavior." + }, + { + "left": "issue:30768", + "right": "issue:53935", + "accept": false, + "reason": "The Chinese WeCom duplicate-message bug is unrelated to a nearly empty issue placeholder." + }, + { + "left": "issue:64418", + "right": "issue:65538", + "accept": false, + "reason": "Repeated image resizing in context is a rendering/state issue, not an accessibility aria-live token-announcement problem." + }, + { + "left": "issue:66500", + "right": "issue:67019", + "accept": false, + "reason": "Mojibake when saving Feishu media filenames is a filesystem/encoding bug, not garbled model output text." + }, + { + "left": "issue:28222", + "right": "issue:50260", + "accept": false, + "reason": "Diagnostics-otel plugin failure and Feishu streaming duplicate message segments are different subsystems and symptoms." + }, + { + "left": "issue:66129", + "right": "issue:66752", + "accept": false, + "reason": "Missing audit/qa bundle files causing ENOENT differs from ARM64 npm global install missing a generated module artifact." + }, + { + "left": "issue:54050", + "right": "issue:68466", + "accept": false, + "reason": "Stale OAuth credentials and stale link-understanding chunk import are both 'stale data' problems, but they affect different flows and would not be merged into one fix." + }, + { + "left": "issue:67726", + "right": "issue:68211", + "accept": false, + "reason": "TTS auto-mode not triggering is an execution trigger bug; generating a temp file that QQ Bot cannot consume is an output-path integration bug." + }, + { + "left": "issue:33856", + "right": "issue:34971", + "accept": false, + "reason": "A specific message-disappearance race in chat UI is not the same as an unspecified two-regression report." + }, + { + "left": "issue:66391", + "right": "issue:68606", + "accept": false, + "reason": "TUI session lookup failure on local Ollama models is not the same as plugin tool invocation argument corruption." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 193, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:30314", + "issue:31096", + "issue:31260", + "issue:31275", + "issue:31425", + "issue:31689", + "issue:32838", + "issue:33650", + "issue:34249", + "issue:34582", + "issue:34776", + "issue:50999", + "issue:51174", + "issue:51205", + "issue:51656", + "issue:51658", + "issue:51824", + "issue:52605", + "issue:53273", + "issue:53640", + "issue:53649", + "issue:53755", + "issue:53956", + "issue:53960", + "issue:63516", + "issue:64274", + "issue:65050", + "issue:65400", + "issue:65528", + "issue:65558", + "issue:65921", + "issue:66281", + "issue:66406", + "issue:66507", + "issue:66533", + "issue:66573", + "issue:66611", + "issue:67002", + "issue:67048", + "issue:67241", + "issue:67525", + "issue:67607", + "issue:67746", + "issue:67975", + "issue:68052", + "issue:68409", + "issue:68587" + ], + "soft_pairs": [ + "issue:34249|issue:65400", + "issue:51656|issue:65050", + "issue:51658|issue:67048", + "issue:51824|issue:66533", + "issue:53640|issue:65400", + "issue:53956|issue:53960", + "issue:66507|issue:68052", + "issue:67002|issue:67607", + "issue:67525|issue:67746", + "issue:67975|issue:68409", + "issue:65528|issue:66611", + "issue:53755|issue:65558", + "issue:52605|issue:67241", + "issue:53273|issue:53649", + "issue:66573|issue:68587", + "issue:30314|issue:31425", + "issue:34776|issue:51174", + "issue:33650|issue:66281", + "issue:31275|issue:32838", + "issue:34582|issue:66406", + "issue:31689|issue:51205", + "issue:64274|issue:65921", + "issue:31096|issue:31260", + "issue:50999|issue:63516" + ], + "prepared_review_unit_hash": "2a276b758c3b8d7c829c8da7323f53f70302e06e0d76a74b2dafa883f0066f67", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 24, + "serialized_chars": 34594, + "estimated_input_tokens": 8649, + "estimated_eval_tokens": 17554 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Most pairs are not duplicates: they share broad subsystems or wording but describe different bugs/features. The only strong duplicate-looking pair is the Telegram polling stall regression.", + "confidence": 0.84, + "canonical_issue_reason": "issue:63516 is the best canonical issue because it describes the broad, concrete Telegram polling stall/missed-delivery regression that also covers the macOS restart-loop report in issue:50999.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:63516 is the strongest representative issue in this set: it is specific, current, and its description subsumes the narrower macOS stall/restart-loop symptom from issue:50999.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:34249", + "right": "issue:65400", + "accept": false, + "reason": "Both concern command-line behavior, but one is a question about boot configuration and the other is a help command booting the full app; different bugs." + }, + { + "left": "issue:51656", + "right": "issue:65050", + "accept": false, + "reason": "Both mention vision/image tooling, but the failure modes differ: wrong fallback to read tool vs stalls from dynamic image tool exposure." + }, + { + "left": "issue:51658", + "right": "issue:67048", + "accept": false, + "reason": "Custom Brave Search API base URL is unrelated to a chat mention-filter feature request." + }, + { + "left": "issue:51824", + "right": "issue:66533", + "accept": false, + "reason": "Model/provider mapping in the control UI is unrelated to the WebChat session selector showing \"heartbeat\"." + }, + { + "left": "issue:53640", + "right": "issue:65400", + "accept": false, + "reason": "API key validation on macOS is unrelated to browser help causing full app boot and slow execution." + }, + { + "left": "issue:53956", + "right": "issue:53960", + "accept": false, + "reason": "Both are about leaked markup/tags, but they are different mechanisms and different tags in different channels." + }, + { + "left": "issue:66507", + "right": "issue:68052", + "accept": false, + "reason": "Session sharing across WeChat/Feishu is a different bug from Feishu thinking text display in WebChat." + }, + { + "left": "issue:67002", + "right": "issue:67607", + "accept": false, + "reason": "Both involve channel/message structure, but one is a workspace-per-channel feature request and the other is Slack thread metadata." + }, + { + "left": "issue:67525", + "right": "issue:67746", + "accept": false, + "reason": "Doctor crash in callback dedupe cleanup is unrelated to WhatsApp session not being cleared on logout/remove." + }, + { + "left": "issue:67975", + "right": "issue:68409", + "accept": false, + "reason": "Both involve ACP runtime/probe configuration, but one is an EPIPE crash from always probing and the other is backend availability when codex is missing." + }, + { + "left": "issue:65528", + "right": "issue:66611", + "accept": false, + "reason": "Both are browser attach failures, but one is the managed browser process dying after spawn and the other is attachOnly/CDP connection failure." + }, + { + "left": "issue:53755", + "right": "issue:65558", + "accept": false, + "reason": "OpenAI Codex model catalog exposure is unrelated to MiniMax refs appearing after onboarding OAuth." + }, + { + "left": "issue:52605", + "right": "issue:67241", + "accept": false, + "reason": "Both are BlueBubbles issues, but one is a webhook 404 route regression and the other is attachment download failure on Node 22.20+." + }, + { + "left": "issue:53273", + "right": "issue:53649", + "accept": false, + "reason": "Both involve plugin paths after upgrade, but one is install-upgrade path rewriting and the other is doctor --fix detection/repair; not the same bug." + }, + { + "left": "issue:66573", + "right": "issue:68587", + "accept": false, + "reason": "A chat.history limit mismatch is unrelated to MCP tools/list being sent as a notification." + }, + { + "left": "issue:30314", + "right": "issue:31425", + "accept": false, + "reason": "Feishu cron announcement delivery and cron edit flag persistence are different cron-related bugs." + }, + { + "left": "issue:34776", + "right": "issue:51174", + "accept": false, + "reason": "Both mention allowFrom, but one is Discord unauthorized-user timeout and the other is WhatsApp probe output truncation." + }, + { + "left": "issue:33650", + "right": "issue:66281", + "accept": false, + "reason": "Both are browser attach problems, but the concrete failures differ: extension relay \"Not allowed\" vs Chrome attach/CDP/DevToolsActivePort errors." + }, + { + "left": "issue:31275", + "right": "issue:32838", + "accept": false, + "reason": "Feishu /new hook triggering is unrelated to a missing advisory_scope.mjs file in a hook." + }, + { + "left": "issue:34582", + "right": "issue:66406", + "accept": false, + "reason": "WhatsApp message delivery behavior is unrelated to a Feishu reactions API error." + }, + { + "left": "issue:31689", + "right": "issue:51205", + "accept": false, + "reason": "A vLLM connection error and a CLI/model-switching error are not the same underlying bug." + }, + { + "left": "issue:64274", + "right": "issue:65921", + "accept": false, + "reason": "MiniMax auth-profile resolution is unrelated to ACP launcher resolving acpx from the wrong path." + }, + { + "left": "issue:31096", + "right": "issue:31260", + "accept": false, + "reason": "Telegram 403 send failure and Discord offline status are different channel-specific issues." + }, + { + "left": "issue:50999", + "right": "issue:63516", + "accept": true, + "reason": "Both describe the same Telegram polling stall regression, with missed/delayed delivery and restart/heartbeat failure symptoms." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet and stays conservative. The only accepted soft pair, issue:50999 with issue:63516, is plausibly the same Telegram polling regression, and the other pairs are rejected with bug-level distinctions rather than broad subsystem overlap. No obvious overstatement or non-mergeable PR issue is present." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 194, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:26624", + "issue:28077", + "issue:31414", + "issue:36256", + "issue:50966", + "issue:51120", + "issue:51174", + "issue:51357", + "issue:51619", + "issue:53010", + "issue:53536", + "issue:53537", + "issue:53785", + "issue:53853", + "issue:53926", + "issue:53928", + "issue:53956", + "issue:53958", + "issue:57066", + "issue:63092", + "issue:63219", + "issue:63706", + "issue:64274", + "issue:64304", + "issue:64509", + "issue:64867", + "issue:65317", + "issue:65334", + "issue:65517", + "issue:65538", + "issue:65564", + "issue:65619", + "issue:65652", + "issue:65733", + "issue:65949", + "issue:65976", + "issue:66176", + "issue:66222", + "issue:66403", + "issue:67260", + "issue:67288", + "issue:67343", + "issue:67774", + "issue:67925", + "issue:68120", + "issue:68163", + "issue:68661" + ], + "soft_pairs": [ + "issue:53853|issue:68163", + "issue:51120|issue:53958", + "issue:51120|issue:66222", + "issue:51357|issue:65619", + "issue:53010|issue:63219", + "issue:28077|issue:67774", + "issue:64867|issue:65517", + "issue:53785|issue:53926", + "issue:63092|issue:65976", + "issue:64304|issue:64509", + "issue:36256|issue:63706", + "issue:51619|issue:53536", + "issue:57066|issue:64274", + "issue:65564|issue:65652", + "issue:51174|issue:51357", + "issue:65334|issue:67925", + "issue:65949|issue:66176", + "issue:65538|issue:65652", + "issue:65733|issue:67288", + "issue:26624|issue:31414", + "issue:53956|issue:67343", + "issue:65317|issue:67260", + "issue:66403|issue:68661", + "issue:50966|issue:53537", + "issue:53928|issue:68120" + ], + "prepared_review_unit_hash": "4765f704142f77a76e97384966ca27871178baa32ef86e298b9491b887902644", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 25, + "serialized_chars": 34792, + "estimated_input_tokens": 8698, + "estimated_eval_tokens": 17652 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This cluster is highly heterogeneous: most pairs are only superficially similar by keyword (probe, model switch, memory, bridge, etc.) but describe different bugs or unrelated feature requests. No soft edge looks like a safe duplicate merge candidate.", + "confidence": 0.95, + "canonical_issue_reason": "No canonical issue: the items span many unrelated subsystems and problem types, so there is no single underlying bug represented by the cluster.", + "canonical_pr_reason": null, + "best_issue_reason": "No global best issue for duplicate triage; the closest concrete reports are still distinct from the rest, so none can safely stand in as the cluster representative.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:53853", + "right": "issue:68163", + "accept": false, + "reason": "Different failures: 401/auth-key mismatch vs OpenRouter onboarding with silent agent behavior." + }, + { + "left": "issue:51120", + "right": "issue:53958", + "accept": false, + "reason": "Unrelated features: lazy-loading skills vs showing the config file path in overview." + }, + { + "left": "issue:51120", + "right": "issue:66222", + "accept": false, + "reason": "Different feature requests with no shared code-path bug." + }, + { + "left": "issue:51357", + "right": "issue:65619", + "accept": false, + "reason": "Both involve probe/health, but one is a timeout false negative and the other is a macOS bind/startup failure." + }, + { + "left": "issue:53010", + "right": "issue:63219", + "accept": false, + "reason": "Different feature areas: WeChat image sending vs Mythos." + }, + { + "left": "issue:28077", + "right": "issue:67774", + "accept": false, + "reason": "Generic installation error vs an empty bug report; no evidence of the same issue." + }, + { + "left": "issue:64867", + "right": "issue:65517", + "accept": false, + "reason": "Both mention active memory, but one is timeout handling and the other is event-loop starvation in embedded sub-agent runs." + }, + { + "left": "issue:53785", + "right": "issue:53926", + "accept": false, + "reason": "Different Linux packaging problems: missing npm binary vs environment file / secret path continuity." + }, + { + "left": "issue:63092", + "right": "issue:65976", + "accept": false, + "reason": "Same broad bridge subsystem, but one is import yielding zero artifacts while the other is bridge mode reporting/removing pages." + }, + { + "left": "issue:64304", + "right": "issue:64509", + "accept": false, + "reason": "Both are Claude/usage complaints, but they point to different backend billing/limit behaviors." + }, + { + "left": "issue:36256", + "right": "issue:63706", + "accept": false, + "reason": "Both are voice-related, but they affect different platforms and pipelines (Telegram STT vs Discord voice-note handling)." + }, + { + "left": "issue:51619", + "right": "issue:53536", + "accept": false, + "reason": "Different bugs: mitmproxy/LLM integration failure vs model switching through Gateway API." + }, + { + "left": "issue:57066", + "right": "issue:64274", + "accept": false, + "reason": "Different auth/routing issues: OpenRouter alias resolution vs MiniMax auth profile lookup." + }, + { + "left": "issue:65564", + "right": "issue:65652", + "accept": false, + "reason": "Different session bugs: transcript file reuse after session rotation vs dreaming firing on every heartbeat." + }, + { + "left": "issue:51174", + "right": "issue:51357", + "accept": false, + "reason": "Probe is shared terminology only; one is truncated allowFrom output, the other is a timeout." + }, + { + "left": "issue:65334", + "right": "issue:67925", + "accept": false, + "reason": "Unrelated: version display bug vs phantom plugins in security audit." + }, + { + "left": "issue:65949", + "right": "issue:66176", + "accept": false, + "reason": "Different areas: Discord thread browser capability vs WebChat message visibility flicker." + }, + { + "left": "issue:65538", + "right": "issue:65652", + "accept": false, + "reason": "Accessibility streaming verbosity vs heartbeat/dreaming session creation are unrelated." + }, + { + "left": "issue:65733", + "right": "issue:67288", + "accept": false, + "reason": "Both mention discovery, but one is Windows startup slowness and the other is missing discovery gating on every request." + }, + { + "left": "issue:26624", + "right": "issue:31414", + "accept": false, + "reason": "Token warning vs service-version mismatch are different configuration/version issues." + }, + { + "left": "issue:53956", + "right": "issue:67343", + "accept": false, + "reason": "Both are tag-parsing leaks, but they involve different tags and output paths (MiniMax reasoning vs TTS closing tag)." + }, + { + "left": "issue:65317", + "right": "issue:67260", + "accept": false, + "reason": "Completely different failures: sandbox write helper dependency vs Ollama fallback in long-lived Telegram sessions." + }, + { + "left": "issue:66403", + "right": "issue:68661", + "accept": false, + "reason": "Different code paths: approval popup layout/viewport vs heredoc triggering allowlist approval." + }, + { + "left": "issue:50966", + "right": "issue:53537", + "accept": false, + "reason": "Both involve model switching, but one is provider routing and the other is an infinite thinking-content loop." + }, + { + "left": "issue:53928", + "right": "issue:68120", + "accept": false, + "reason": "Different provider-specific bugs: Bedrock credential loading vs OpenRouter empty assistant messages." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 195, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:29670", + "issue:30300", + "issue:30818", + "issue:33119", + "issue:33239", + "issue:33263", + "issue:34249", + "issue:34863", + "issue:36987", + "issue:53398", + "issue:53405", + "issue:53426", + "issue:53564", + "issue:53753", + "issue:53783", + "issue:53938", + "issue:53946", + "issue:57055", + "issue:62505", + "issue:62960", + "issue:63175", + "issue:63484", + "issue:63540", + "issue:64480", + "issue:64509", + "issue:64552", + "issue:64699", + "issue:64831", + "issue:64867", + "issue:64900", + "issue:64916", + "issue:65079", + "issue:65189", + "issue:65244", + "issue:65309", + "issue:65362", + "issue:65563", + "issue:65920", + "issue:66470", + "issue:66679", + "issue:66981", + "issue:67043", + "issue:67237", + "issue:67626", + "issue:67917", + "issue:68018", + "issue:68108", + "issue:68743" + ], + "soft_pairs": [ + "issue:36987|issue:68018", + "issue:53405|issue:67043", + "issue:53783|issue:64699", + "issue:64480|issue:65244", + "issue:64867|issue:65309", + "issue:53398|issue:66470", + "issue:64509|issue:65362", + "issue:63175|issue:64552", + "issue:34249|issue:65079", + "issue:33119|issue:65189", + "issue:64900|issue:68743", + "issue:57055|issue:68108", + "issue:53564|issue:63540", + "issue:63484|issue:64916", + "issue:29670|issue:67626", + "issue:64831|issue:66679", + "issue:62505|issue:67237", + "issue:30300|issue:30818", + "issue:62960|issue:67917", + "issue:33263|issue:34863", + "issue:53426|issue:53946", + "issue:53753|issue:65920", + "issue:33239|issue:53938", + "issue:65563|issue:66981" + ], + "prepared_review_unit_hash": "e2938ce87971186b147b0e06242f98bd5fb7a74e0651d5da3fc17125b78f950d", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 35299, + "estimated_input_tokens": 8825, + "estimated_eval_tokens": 17906 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This cluster is mostly heterogeneous and only a few soft pairs look like true duplicates: Active Memory timeout regressions, browser.ssrfPolicy default handling, and Feishu plugin duplication. Most other pairs are merely thematically related and should stay separate.", + "confidence": 0.74, + "canonical_issue_reason": "No single issue cleanly represents the whole cluster because the items span unrelated bugs. If forced to pick one, issue 53938 is the strongest umbrella candidate: it is the most explicit root-cause-style report and best captures the Feishu plugin duplication thread.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 53938 is the broadest and most descriptive issue in the cluster, and it aligns with the clearest duplicate sub-thread (Feishu plugin duplication / restart instability).", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:36987", + "right": "issue:68018", + "accept": false, + "reason": "Both mention deliveryContext, but one is a bad to-format and the other is a session inheritance/DM fallback bug; different code-path failures." + }, + { + "left": "issue:53405", + "right": "issue:67043", + "accept": false, + "reason": "One is a stray community/group issue, the other is a feature request about skill dependency detection; not the same bug." + }, + { + "left": "issue:53783", + "right": "issue:64699", + "accept": false, + "reason": "Both involve sessions_send, but one is a visibility mismatch and the other is label injection causing a sessionKey conflict; different underlying problems." + }, + { + "left": "issue:64480", + "right": "issue:65244", + "accept": false, + "reason": "Completely unrelated subsystems: BlueBubbles delivery vs sqlite-vec extension loading." + }, + { + "left": "issue:64867", + "right": "issue:65309", + "accept": true, + "reason": "Both report Active Memory blocking turns and timing out far longer than expected, pointing to the same timeout/failover path." + }, + { + "left": "issue:53398", + "right": "issue:66470", + "accept": false, + "reason": "Dual-stack gateway listener port diagnostics and WebUI pondering state are unrelated symptoms." + }, + { + "left": "issue:64509", + "right": "issue:65362", + "accept": false, + "reason": "Claude CLI extra-usage errors and Ollama local-model discovery are different backend/provider failures." + }, + { + "left": "issue:63175", + "right": "issue:64552", + "accept": false, + "reason": "One is an Ollama request timeout after 60s; the other is a general API-call slowdown regression. Related area, but not the same concrete bug." + }, + { + "left": "issue:34249", + "right": "issue:65079", + "accept": false, + "reason": "A CLI boot/configuration question is not the same as a dependency/security warning report." + }, + { + "left": "issue:33119", + "right": "issue:65189", + "accept": false, + "reason": "Image-attachment display failure is unrelated to UI-layer memory/context leakage." + }, + { + "left": "issue:64900", + "right": "issue:68743", + "accept": false, + "reason": "Remote CDP target-state reporting and a dreaming cron timeout are unrelated." + }, + { + "left": "issue:57055", + "right": "issue:68108", + "accept": true, + "reason": "Both center on browser.ssrfPolicy default/absent handling causing incorrect browser/CDP behavior, likely the same resolver/config bug." + }, + { + "left": "issue:53564", + "right": "issue:63540", + "accept": false, + "reason": "Plain [[tts]] parsing and Telegram voice compatibility are different TTS issues." + }, + { + "left": "issue:63484", + "right": "issue:64916", + "accept": false, + "reason": "Heartbeat/session-task disruption with Feishu silence is not the same as WebUI image payload loss." + }, + { + "left": "issue:29670", + "right": "issue:67626", + "accept": false, + "reason": "A specific Tailscale serve pairing bug and a vague complaint are not duplicates." + }, + { + "left": "issue:64831", + "right": "issue:66679", + "accept": false, + "reason": "Both mention chat-triggered actions, but one also covers cron/catch-up delivery and the symptom set is broader and different." + }, + { + "left": "issue:62505", + "right": "issue:67237", + "accept": false, + "reason": "The second is too vague to confidently match the specific Coding Agent completion bug." + }, + { + "left": "issue:30300", + "right": "issue:30818", + "accept": false, + "reason": "Both involve images in webchat, but one is a stack overflow on large uploads and the other is pasted images not being sent." + }, + { + "left": "issue:62960", + "right": "issue:67917", + "accept": false, + "reason": "Slack private file rendering and codex OAuth/TLS failures are unrelated." + }, + { + "left": "issue:33263", + "right": "issue:34863", + "accept": false, + "reason": "Duplicate assistant replies in webchat and ACP interactive mode returning only end_turn are different failures." + }, + { + "left": "issue:53426", + "right": "issue:53946", + "accept": false, + "reason": "Feishu plugin update failure and plugin-sdk path parsing are both plugin-related, but not the same concrete bug." + }, + { + "left": "issue:53753", + "right": "issue:65920", + "accept": false, + "reason": "Model picker provider/model concatenation and config model-list merging are distinct UI/config issues." + }, + { + "left": "issue:33239", + "right": "issue:53938", + "accept": true, + "reason": "Both describe Feishu plugin duplication; 53938 broadens it with restart instability but appears to be the same underlying duplicate-loading problem." + }, + { + "left": "issue:65563", + "right": "issue:66981", + "accept": false, + "reason": "A database owner_session_key constraint failure is unrelated to browser timeout/restart behavior." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "Grounded overall and conservative. The summary matches the packet: the cluster is mostly heterogeneous, and only a few soft pairs are plausibly duplicate bugs. The accepted pairs are defensible from the issue text (Active Memory timeout regressions, browser.ssrfPolicy unset/default handling, and the Feishu plugin duplication thread). No obvious overstatement." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 196, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:19598", + "issue:28222", + "issue:29552", + "issue:31804", + "issue:32245", + "issue:32622", + "issue:34358", + "issue:34925", + "issue:35181", + "issue:40941", + "issue:48479", + "issue:51120", + "issue:51593", + "issue:52488", + "issue:53644", + "issue:53857", + "issue:53878", + "issue:54013", + "issue:56982", + "issue:62086", + "issue:62568", + "issue:63440", + "issue:64043", + "issue:64070", + "issue:64256", + "issue:64304", + "issue:64409", + "issue:65102", + "issue:65225", + "issue:65400", + "issue:65603", + "issue:65810", + "issue:65949", + "issue:66227", + "issue:66633", + "issue:66635", + "issue:67076", + "issue:67192", + "issue:67237", + "issue:67378", + "issue:67517", + "issue:67774", + "issue:67854", + "issue:68241", + "issue:68336", + "issue:68766", + "issue:68788" + ], + "soft_pairs": [ + "issue:65225|issue:67854", + "issue:53857|issue:68241", + "issue:63440|issue:64256", + "issue:32622|issue:40941", + "issue:66633|issue:67517", + "issue:32622|issue:66227", + "issue:65810|issue:68336", + "issue:53644|issue:68766", + "issue:29552|issue:31804", + "issue:34925|issue:62568", + "issue:67076|issue:67237", + "issue:62086|issue:67192", + "issue:53878|issue:64070", + "issue:64304|issue:68788", + "issue:52488|issue:65400", + "issue:19598|issue:51120", + "issue:28222|issue:67774", + "issue:56982|issue:65949", + "issue:65102|issue:66635", + "issue:32245|issue:48479", + "issue:51593|issue:67378", + "issue:64043|issue:64409", + "issue:35181|issue:65603", + "issue:34358|issue:54013" + ], + "prepared_review_unit_hash": "6395694af45f1859bcc882058fc757a6f55b5c2a5baa9e2bc06c45cef7db5767", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 24, + "serialized_chars": 34638, + "estimated_input_tokens": 8660, + "estimated_eval_tokens": 17576 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This is a broad false-positive similarity cluster: the issues span unrelated subsystems and feature areas (Telegram, Discord, WhatsApp, CLI/package, cron, auth, provider errors, UI). None of the soft pairs look like the same underlying bug or change.", + "confidence": 0.98, + "canonical_issue_reason": "No canonical issue stands out; the cluster is heterogeneous and does not center on one shared defect or feature.", + "canonical_pr_reason": null, + "best_issue_reason": "No single issue is a good global representative because the grouped items are unrelated across code paths and products.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:65225", + "right": "issue:67854", + "accept": false, + "reason": "Both mention cron, but one is an isolated session stuck running and the other is job loading from jobs.json; different failure modes and code paths." + }, + { + "left": "issue:53857", + "right": "issue:68241", + "accept": false, + "reason": "Unrelated provider problems: web_search key detection vs Claude model recognition." + }, + { + "left": "issue:63440", + "right": "issue:64256", + "accept": false, + "reason": "One is a timeout lifecycle bug; the other is TUI session routing to the wrong session." + }, + { + "left": "issue:32622", + "right": "issue:40941", + "accept": false, + "reason": "Data inspection/moderation error vs missing token/context-length display; different functionality." + }, + { + "left": "issue:66633", + "right": "issue:67517", + "accept": false, + "reason": "Both involve Cloudflare, but one is 403/auth failure after upgrade and the other is HTML response misclassification causing a stuck TUI." + }, + { + "left": "issue:32622", + "right": "issue:66227", + "accept": false, + "reason": "Content moderation failure and CLI exit hang are unrelated bugs." + }, + { + "left": "issue:65810", + "right": "issue:68336", + "accept": false, + "reason": "Generic fallback-on-network-errors bug vs a specific Ollama Cloud 404 in /btw; not the same issue." + }, + { + "left": "issue:53644", + "right": "issue:68766", + "accept": false, + "reason": "Both are websocket-related, but Discord reconnect crash and Feishu token-refresh recovery are separate integrations and code paths." + }, + { + "left": "issue:29552", + "right": "issue:31804", + "accept": false, + "reason": "Version mismatch and pairing-required gateway failure are different problems." + }, + { + "left": "issue:34925", + "right": "issue:62568", + "accept": false, + "reason": "Both are missing dependencies, but they are different packages and distinct packaging failures." + }, + { + "left": "issue:67076", + "right": "issue:67237", + "accept": false, + "reason": "One has a concrete undefined trim crash; the other is a vague separate report with no clear shared root cause." + }, + { + "left": "issue:62086", + "right": "issue:67192", + "accept": false, + "reason": "SIGTERM from exec/runtime wrapper is unrelated to a Mistral stream-wrapper crash." + }, + { + "left": "issue:53878", + "right": "issue:64070", + "accept": false, + "reason": "macOS LaunchAgent recovery after stop/start is unrelated to ARM64 bundled runtime dependency detection." + }, + { + "left": "issue:64304", + "right": "issue:68788", + "accept": false, + "reason": "Provider billing rejection and Windows spawn ENOENT from allowlist are different code paths." + }, + { + "left": "issue:52488", + "right": "issue:65400", + "accept": false, + "reason": "Scope-missing after pairing and slow browser --help startup are unrelated." + }, + { + "left": "issue:19598", + "right": "issue:51120", + "accept": false, + "reason": "Separate feature requests: Slack thread support vs skills lazy-load mode." + }, + { + "left": "issue:28222", + "right": "issue:67774", + "accept": false, + "reason": "Built-in diagnostics plugin failure vs an empty-title issue; no shared bug." + }, + { + "left": "issue:56982", + "right": "issue:65949", + "accept": false, + "reason": "Trusted-proxy doctor/gateway reporting issue and Discord browser-capability session state are unrelated." + }, + { + "left": "issue:65102", + "right": "issue:66635", + "accept": false, + "reason": "Inline Python exec security gating and WhatsApp media send behavior are distinct." + }, + { + "left": "issue:32245", + "right": "issue:48479", + "accept": false, + "reason": "Vertex embedded run null-object failure and Google Vertex auth-mode regression are different bugs." + }, + { + "left": "issue:51593", + "right": "issue:67378", + "accept": false, + "reason": "Duplicate tool-call IDs in WhatsApp groups and ghost chats from LID\u2192PN resolution are separate WhatsApp issues." + }, + { + "left": "issue:64043", + "right": "issue:64409", + "accept": false, + "reason": "Cron recreation on gateway restart and dreaming config resolving enabled=false are related only loosely, but not the same concrete defect." + }, + { + "left": "issue:35181", + "right": "issue:65603", + "accept": false, + "reason": "Missing prebuilt binary fallback and Azure Foundry schema rejection are unrelated provider/runtime problems." + }, + { + "left": "issue:34358", + "right": "issue:54013", + "accept": false, + "reason": "Telegram group media attachment failure and Telegram direct-chat outbound config failure are different Telegram paths." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 197, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:23538", + "issue:24662", + "issue:30971", + "issue:31049", + "issue:31275", + "issue:31425", + "issue:31704", + "issue:34472", + "issue:37388", + "issue:40343", + "issue:45645", + "issue:51049", + "issue:51824", + "issue:51869", + "issue:53354", + "issue:53364", + "issue:53783", + "issue:53881", + "issue:53953", + "issue:62272", + "issue:63707", + "issue:63752", + "issue:64047", + "issue:64070", + "issue:64523", + "issue:64839", + "issue:64982", + "issue:65129", + "issue:65327", + "issue:65434", + "issue:65470", + "issue:66314", + "issue:66487", + "issue:66492", + "issue:66496", + "issue:66809", + "issue:66859", + "issue:67030", + "issue:67257", + "issue:67726", + "issue:67750", + "issue:67756", + "issue:67907", + "issue:67986", + "issue:68027", + "issue:68192", + "issue:68513", + "issue:68593" + ], + "soft_pairs": [ + "issue:24662|issue:53354", + "issue:31049|issue:34472", + "issue:66487|issue:66492", + "issue:67907|issue:67986", + "issue:63707|issue:64982", + "issue:30971|issue:40343", + "issue:37388|issue:53881", + "issue:53364|issue:64047", + "issue:66314|issue:67750", + "issue:65434|issue:66809", + "issue:45645|issue:64070", + "issue:65327|issue:68192", + "issue:68027|issue:68593", + "issue:66859|issue:67257", + "issue:51869|issue:68513", + "issue:53953|issue:62272", + "issue:51049|issue:67726", + "issue:53783|issue:65470", + "issue:51824|issue:64839", + "issue:66496|issue:67030", + "issue:64523|issue:67756", + "issue:23538|issue:63752", + "issue:31275|issue:31704", + "issue:31425|issue:65129" + ], + "prepared_review_unit_hash": "73bd5a77af20b6c57c33e09b7a74e0ef8e1b3334bde8dd006475cf7b6ab4808d", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 35284, + "estimated_input_tokens": 8821, + "estimated_eval_tokens": 17898 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "The items are mostly unrelated bug reports across different subsystems, so I rejected all soft duplicate links. I chose one open, well-scoped issue as the best representative anchor, but there is no strong duplicate cluster here.", + "confidence": 0.27, + "canonical_issue_reason": "Issue 68027 is the clearest open, actionable report in the set: concrete browser attachOnly failure, healthy CDP evidence, and a reproducible symptom. It is a reasonable triage anchor even though it is not a duplicate of the others.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 68027 is the best overall representative because it is detailed, reproducible, and still open; that makes it more suitable as a live triage reference than the closed or more ambiguous reports.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:24662", + "right": "issue:53354", + "accept": false, + "reason": "Different features and failure modes: webchat image paste delivery vs slash-command interception over WebSocket." + }, + { + "left": "issue:31049", + "right": "issue:34472", + "accept": false, + "reason": "Primary model fallback failure is unrelated to Google API field incompatibility." + }, + { + "left": "issue:66487", + "right": "issue:66492", + "accept": false, + "reason": "Both involve heartbeat/relay paths, but one drops completion payloads while the other misroutes a reply when async context is missing; not the same concrete bug." + }, + { + "left": "issue:67907", + "right": "issue:67986", + "accept": false, + "reason": "OpenRouter stopReason/payload parsing is different from a gateway wedge/health-restart issue." + }, + { + "left": "issue:63707", + "right": "issue:64982", + "accept": false, + "reason": "Race condition in exec approvals is not the same as a doctor advisory about an exclusive allowlist." + }, + { + "left": "issue:30971", + "right": "issue:40343", + "accept": false, + "reason": "Telegram streaming rendering issue and Telegram auto-compaction deletion are different underlying bugs." + }, + { + "left": "issue:37388", + "right": "issue:53881", + "accept": false, + "reason": "Log rotation on date change is unrelated to Control UI log viewer sizing." + }, + { + "left": "issue:53364", + "right": "issue:64047", + "accept": false, + "reason": "Telegram forum system-message delivery and Feishu /new delivery are separate platform-specific command/message handling issues." + }, + { + "left": "issue:66314", + "right": "issue:67750", + "accept": false, + "reason": "Billing error-message classification differs from auto-compaction timeout/fallback behavior." + }, + { + "left": "issue:65434", + "right": "issue:66809", + "accept": false, + "reason": "Both are browser/CDP related, but one is a false 'not running' check while the other is a later policy block after navigation; not the same bug." + }, + { + "left": "issue:45645", + "right": "issue:64070", + "accept": false, + "reason": "Linux install divergence after doctor/update is unrelated to ARM64 missing bundled runtime dependency recovery." + }, + { + "left": "issue:65327", + "right": "issue:68192", + "accept": false, + "reason": "Feature request for SSRF bypass/private network access is not the same as a specific SSRF-blocked RFC 2544 range bug." + }, + { + "left": "issue:68027", + "right": "issue:68593", + "accept": false, + "reason": "Browser attachOnly/CDP health mismatch is unrelated to menubar gateway-health display stale state." + }, + { + "left": "issue:66859", + "right": "issue:67257", + "accept": false, + "reason": "Restart durability/data-loss problem is unrelated to Telegram plugin startup export failure." + }, + { + "left": "issue:51869", + "right": "issue:68513", + "accept": false, + "reason": "Provider input-schema hardcoding is different from image fallback not being honored at runtime." + }, + { + "left": "issue:53953", + "right": "issue:62272", + "accept": false, + "reason": "Msteams plugin startup crash from module/type issues is not the same as an update-time missing module error." + }, + { + "left": "issue:51049", + "right": "issue:67726", + "accept": false, + "reason": "WhatsApp inbound delivery in k3s is unrelated to TTS auto-mode triggering." + }, + { + "left": "issue:53783", + "right": "issue:65470", + "accept": false, + "reason": "Cross-agent session visibility mismatch is not the same as nested command concurrency defaulting to 1." + }, + { + "left": "issue:51824", + "right": "issue:64839", + "accept": false, + "reason": "Model selector/provider mapping bug is different from image handling and QQ media URL blocking on bailian." + }, + { + "left": "issue:66496", + "right": "issue:67030", + "accept": false, + "reason": "System events mislabeled as user messages differs from relay replies losing persona/English localization." + }, + { + "left": "issue:64523", + "right": "issue:67756", + "accept": false, + "reason": "Webchat mirror-routing re-injection is unrelated to cron model prefix routing." + }, + { + "left": "issue:23538", + "right": "issue:63752", + "accept": false, + "reason": "Anthropic bearer-token 401 and missing API key despite auth profile are different auth-path failures." + }, + { + "left": "issue:31275", + "right": "issue:31704", + "accept": false, + "reason": "Feishu /new hook not firing is unrelated to WhatsApp speaker/person identification confusion." + }, + { + "left": "issue:31425", + "right": "issue:65129", + "accept": false, + "reason": "Persisting a cron edit flag and ignoring a cron model override during execution are separate configuration bugs." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 198, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:31514", + "issue:33568", + "issue:34324", + "issue:37465", + "issue:51036", + "issue:52175", + "issue:52433", + "issue:53010", + "issue:53169", + "issue:53559", + "issue:53689", + "issue:53881", + "issue:55222", + "issue:59228", + "issue:63128", + "issue:63862", + "issue:63863", + "issue:64274", + "issue:64599", + "issue:64618", + "issue:64876", + "issue:64966", + "issue:64975", + "issue:65000", + "issue:65079", + "issue:65277", + "issue:65408", + "issue:65431", + "issue:65495", + "issue:65990", + "issue:66531", + "issue:66534", + "issue:66952", + "issue:66953", + "issue:67030", + "issue:67051", + "issue:67491", + "issue:67724", + "issue:67834", + "issue:67908", + "issue:67989", + "issue:68215", + "issue:68222", + "issue:68285", + "issue:68386", + "issue:68451", + "issue:68602" + ], + "soft_pairs": [ + "issue:33568|issue:64975", + "issue:37465|issue:67051", + "issue:53010|issue:68602", + "issue:53689|issue:68222", + "issue:64274|issue:66952", + "issue:63862|issue:67908", + "issue:34324|issue:66953", + "issue:65000|issue:65408", + "issue:51036|issue:68285", + "issue:59228|issue:67724", + "issue:34324|issue:53559", + "issue:52175|issue:64618", + "issue:63863|issue:68451", + "issue:52433|issue:53169", + "issue:64966|issue:67989", + "issue:31514|issue:64876", + "issue:65431|issue:67491", + "issue:65495|issue:65990", + "issue:64599|issue:65277", + "issue:53881|issue:65079", + "issue:67030|issue:68386", + "issue:67834|issue:68215", + "issue:66531|issue:66534", + "issue:55222|issue:63128" + ], + "prepared_review_unit_hash": "6a2f0f1beea0a0883f3ed063d8d2781c68bec920e037841260e8682833ee6001", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 24, + "serialized_chars": 34620, + "estimated_input_tokens": 8655, + "estimated_eval_tokens": 17566 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Mostly unrelated bug reports. The only strong duplicate candidate is the macOS gateway/launchd restart failure pair; the rest differ by subsystem, symptom, or root cause.", + "confidence": 0.91, + "canonical_issue_reason": "issue:55222 is the clearest root-cause report for the macOS launchd/LaunchAgent lifecycle failure and best represents the only likely duplicate pair.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:55222 is the strongest global issue choice because it most directly states the underlying bug and matches the only accepted near-duplicate.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:33568", + "right": "issue:64975", + "accept": false, + "reason": "Different products and failures: Telegram Topics memory logging vs missing QA scenario pack." + }, + { + "left": "issue:37465", + "right": "issue:67051", + "accept": false, + "reason": "Unrelated: model tool-call schema validation vs WebUI config validation for disabling a skill." + }, + { + "left": "issue:53010", + "right": "issue:68602", + "accept": false, + "reason": "Feature requests for different chat surfaces; no shared bug path." + }, + { + "left": "issue:53689", + "right": "issue:68222", + "accept": false, + "reason": "Model-not-found/provider lookup issue vs Kimi Code tool-call interruption behavior." + }, + { + "left": "issue:64274", + "right": "issue:66952", + "accept": false, + "reason": "Different auth problems: MiniMax profile resolution vs Codex OAuth refresh race." + }, + { + "left": "issue:63862", + "right": "issue:67908", + "accept": false, + "reason": "WSL pnpm execution bug vs Docker package resolution failure; unrelated causes." + }, + { + "left": "issue:34324", + "right": "issue:66953", + "accept": false, + "reason": "Both involve routing, but one duplicates chat delivery across channels while the other writes transcripts to the wrong agent session." + }, + { + "left": "issue:65000", + "right": "issue:65408", + "accept": false, + "reason": "Both mention reliability, but one is subagent completion durability and the other is Control UI token-rotation/session persistence." + }, + { + "left": "issue:51036", + "right": "issue:68285", + "accept": false, + "reason": "Different failures: empty payloads/usage on a provider vs CPU/tools/memory issues on Node v25.9." + }, + { + "left": "issue:59228", + "right": "issue:67724", + "accept": false, + "reason": "Slash-command argument stripping is a different dispatch path than interactiveReplies button handling." + }, + { + "left": "issue:34324", + "right": "issue:53559", + "accept": false, + "reason": "Both are misrouting bugs, but they affect different channels and reply paths." + }, + { + "left": "issue:52175", + "right": "issue:64618", + "accept": false, + "reason": "Different registration omissions in different startup flows; not the same bug." + }, + { + "left": "issue:63863", + "right": "issue:68451", + "accept": false, + "reason": "One is sidecar startup blocked by chat.history, the other is a sidecar killing the main gateway." + }, + { + "left": "issue:52433", + "right": "issue:53169", + "accept": false, + "reason": "Plugin version rollback vs dashboard upgrade/service migration failure; different change paths." + }, + { + "left": "issue:64966", + "right": "issue:67989", + "accept": false, + "reason": "Timeout-driven fallback vs provider routing failure; same broad area but not the same concrete bug." + }, + { + "left": "issue:31514", + "right": "issue:64876", + "accept": false, + "reason": "Duplicate delivery to Slack DM is not the same as repeated text inside a single agent message." + }, + { + "left": "issue:65431", + "right": "issue:67491", + "accept": false, + "reason": "Both involve image tooling, but one is capability/config mismatch and the other is URL-to-base64 preprocessing." + }, + { + "left": "issue:65495", + "right": "issue:65990", + "accept": false, + "reason": "Both touch browser/CDP on WSL2, but one is SSRF blocking localhost and the other is managed Chrome websocket reachability." + }, + { + "left": "issue:64599", + "right": "issue:65277", + "accept": false, + "reason": "Dreaming/light-sleep scheduling issues with different symptoms and code paths." + }, + { + "left": "issue:53881", + "right": "issue:65079", + "accept": false, + "reason": "Control UI layout bug vs dependency security/vulnerability report; unrelated." + }, + { + "left": "issue:67030", + "right": "issue:68386", + "accept": false, + "reason": "Both involve session delivery, but one is heartbeat relays/persona leakage and the other is async completion notification routed to the wrong session." + }, + { + "left": "issue:67834", + "right": "issue:68215", + "accept": false, + "reason": "Unrelated provider endpoint/auth resolution bug vs config schema validation regression." + }, + { + "left": "issue:66531", + "right": "issue:66534", + "accept": false, + "reason": "A feature request for abort RPC and a separate lifecycle payload bug are related in theme but not the same change or defect." + }, + { + "left": "issue:55222", + "right": "issue:63128", + "accept": true, + "reason": "Both describe the same macOS launchd/LaunchAgent lifecycle bug: gateway stop/restart leaves the service unloaded and the gateway cannot start again without re-bootstrap." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The main conclusion is grounded in the packet: issue:55222 and issue:63128 clearly describe the same macOS gateway/launchd restart failure, and the other pair verdicts stay conservative. The only mild concern is the phrase about an 'accepted near-duplicate,' which is not evidenced in the packet, but it does not materially change the selection." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 199, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:29670", + "issue:30924", + "issue:31043", + "issue:34528", + "issue:34582", + "issue:34665", + "issue:34875", + "issue:41972", + "issue:43305", + "issue:46002", + "issue:49071", + "issue:51174", + "issue:51521", + "issue:51780", + "issue:52488", + "issue:53310", + "issue:53322", + "issue:53751", + "issue:53753", + "issue:53785", + "issue:53925", + "issue:55807", + "issue:59162", + "issue:62276", + "issue:62819", + "issue:64378", + "issue:65050", + "issue:65079", + "issue:65309", + "issue:65430", + "issue:65448", + "issue:65581", + "issue:65665", + "issue:66280", + "issue:66500", + "issue:66573", + "issue:66679", + "issue:66952", + "issue:67576", + "issue:67696", + "issue:67907", + "issue:67994", + "issue:68113", + "issue:68285", + "issue:68410", + "issue:68436", + "issue:68576", + "issue:68784" + ], + "soft_pairs": [ + "issue:53751|issue:66280", + "issue:55807|issue:65050", + "issue:29670|issue:52488", + "issue:59162|issue:66952", + "issue:53322|issue:66679", + "issue:30924|issue:31043", + "issue:65448|issue:68436", + "issue:34528|issue:34665", + "issue:43305|issue:67576", + "issue:51174|issue:67907", + "issue:67696|issue:68113", + "issue:65050|issue:65665", + "issue:51780|issue:66573", + "issue:53310|issue:62819", + "issue:34875|issue:51521", + "issue:66500|issue:68576", + "issue:41972|issue:64378", + "issue:46002|issue:65581", + "issue:49071|issue:65079", + "issue:53785|issue:68285", + "issue:34665|issue:53753", + "issue:34582|issue:65430", + "issue:62276|issue:67994", + "issue:53925|issue:68784", + "issue:65309|issue:68410" + ], + "prepared_review_unit_hash": "2cccfba18fefbd40d94f5887e0b30f7eb685637bf187b9c9f80ab34e3b23be0e", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 25, + "serialized_chars": 35847, + "estimated_input_tokens": 8962, + "estimated_eval_tokens": 18180 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "The soft pairs are mostly superficial matches across unrelated bugs. They share broad words like approval, pairing, tools, or image handling, but not the same concrete failure mode or code path, so none should be deduplicated together.", + "confidence": 0.94, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": null, + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:53751", + "right": "issue:66280", + "accept": false, + "reason": "Different failures: Google image generation auth/header handling vs model override routing returning 500." + }, + { + "left": "issue:55807", + "right": "issue:65050", + "accept": false, + "reason": "Both involve agent/session behavior, but one is Discord thread rendering and the other is vision/tool exposure stalling." + }, + { + "left": "issue:29670", + "right": "issue:52488", + "accept": false, + "reason": "Both mention pairing/permissions, but one is Tailscale serve UI access and the other is operator scope reporting." + }, + { + "left": "issue:59162", + "right": "issue:66952", + "accept": false, + "reason": "Approval ID expiry/lookup bug vs OAuth refresh-token race; different auth paths and symptoms." + }, + { + "left": "issue:53322", + "right": "issue:66679", + "accept": false, + "reason": "Both affect tool execution timing, but one is browser actions running late and the other is chat-triggered tools not executing in messaging channels." + }, + { + "left": "issue:30924", + "right": "issue:31043", + "accept": false, + "reason": "Configuration ignored vs approval ID slug/UUID mismatch; unrelated code paths." + }, + { + "left": "issue:65448", + "right": "issue:68436", + "accept": false, + "reason": "Both are incomplete model outputs, but different providers and mechanisms: Gemini/Vertex empties vs OpenRouter payloads=0." + }, + { + "left": "issue:34528", + "right": "issue:34665", + "accept": false, + "reason": "Both are Feishu bugs, but one is reaction message_id parsing and the other is user_id mapping with a Discord ID." + }, + { + "left": "issue:43305", + "right": "issue:67576", + "accept": false, + "reason": "OpenAI Responses schema/id-length failure is not the same as provider resolution falling back to openai-codex." + }, + { + "left": "issue:51174", + "right": "issue:67907", + "accept": false, + "reason": "Probe/status display truncation and OpenRouter payload collapse are different defects." + }, + { + "left": "issue:67696", + "right": "issue:68113", + "accept": false, + "reason": "Serialization artifacts in outbound messages vs Mattermost slash-command initialization failure." + }, + { + "left": "issue:65050", + "right": "issue:65665", + "accept": false, + "reason": "Both involve vision/images, but one is tool-exposure/session stalling and the other is stale image data reuse." + }, + { + "left": "issue:51780", + "right": "issue:66573", + "accept": false, + "reason": "UI running indicator lifecycle bug vs API limit validation on chat.history; not the same issue." + }, + { + "left": "issue:53310", + "right": "issue:62819", + "accept": false, + "reason": "Both are announcement delivery problems, but one is Feishu card JSON parsing and the other is QQ isolated-session send failure." + }, + { + "left": "issue:34875", + "right": "issue:51521", + "accept": false, + "reason": "Both are feature requests about language/customization, but notification text i18n is distinct from reasoning-language support." + }, + { + "left": "issue:66500", + "right": "issue:68576", + "accept": false, + "reason": "Chinese filename mojibake is an encoding bug; Feishu slowness in mainland China is a performance/network issue." + }, + { + "left": "issue:41972", + "right": "issue:64378", + "accept": false, + "reason": "Different session-scoping bugs: skills filter not applied vs routed workspace cwd ignored." + }, + { + "left": "issue:46002", + "right": "issue:65581", + "accept": false, + "reason": "Different message-flow defects: missing intermediate text before tool calls vs duplicate Discord replies." + }, + { + "left": "issue:49071", + "right": "issue:65079", + "accept": false, + "reason": "Duplicate workspaces on Feishu switch is unrelated to deprecated-package vulnerability reporting." + }, + { + "left": "issue:53785", + "right": "issue:68285", + "accept": false, + "reason": "Missing Linux crypto binary packaging vs Node v25/Matrix CPU and tool regressions." + }, + { + "left": "issue:34665", + "right": "issue:53753", + "accept": false, + "reason": "Feishu user_id mapping bug is unrelated to control UI model picker concatenating provider/model IDs." + }, + { + "left": "issue:34582", + "right": "issue:65430", + "accept": false, + "reason": "WhatsApp message visibility depends on terminal typing; BlueBubbles issue is missing inbound image attachments." + }, + { + "left": "issue:62276", + "right": "issue:67994", + "accept": false, + "reason": "Startup port collision for a schedule config vs local Ollama reply failure in TUI; different failures." + }, + { + "left": "issue:53925", + "right": "issue:68784", + "accept": false, + "reason": "/btw failing on one model is not the same as app-server approval/prompt propagation causing rejected MCP calls." + }, + { + "left": "issue:65309", + "right": "issue:68410", + "accept": false, + "reason": "Both are Active Memory related, but one is runtime blocking/timeouts and the other is config clamping of timeoutMs." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 200, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:17101", + "issue:29506", + "issue:30242", + "issue:30923", + "issue:31414", + "issue:32871", + "issue:32913", + "issue:32949", + "issue:33124", + "issue:33133", + "issue:34308", + "issue:35035", + "issue:37344", + "issue:42870", + "issue:49885", + "issue:50971", + "issue:52766", + "issue:53137", + "issue:53409", + "issue:53745", + "issue:54076", + "issue:58235", + "issue:62960", + "issue:63704", + "issue:64244", + "issue:64407", + "issue:64465", + "issue:64667", + "issue:64710", + "issue:64762", + "issue:64947", + "issue:65043", + "issue:65125", + "issue:65309", + "issue:65400", + "issue:65917", + "issue:66125", + "issue:66262", + "issue:66519", + "issue:66561", + "issue:66679", + "issue:66979", + "issue:67056", + "issue:67750", + "issue:67852", + "issue:68256", + "issue:68305" + ], + "soft_pairs": [ + "issue:31414|issue:32913", + "issue:32949|issue:53745", + "issue:30242|issue:34308", + "issue:32871|issue:64710", + "issue:64244|issue:65043", + "issue:65125|issue:66679", + "issue:54076|issue:62960", + "issue:63704|issue:66519", + "issue:33124|issue:35035", + "issue:42870|issue:66125", + "issue:50971|issue:66979", + "issue:65309|issue:65400", + "issue:66561|issue:67750", + "issue:58235|issue:67056", + "issue:37344|issue:67852", + "issue:49885|issue:53137", + "issue:33133|issue:68256", + "issue:29506|issue:53409", + "issue:52766|issue:64407", + "issue:30923|issue:64465", + "issue:64667|issue:64947", + "issue:66262|issue:67056", + "issue:62960|issue:64762", + "issue:17101|issue:65917", + "issue:29506|issue:68305" + ], + "prepared_review_unit_hash": "61f3b0dc5e67f63332d89c6cd6a3c3beaa1112bad93a8520a54ca8534f703661", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 25, + "serialized_chars": 34819, + "estimated_input_tokens": 8705, + "estimated_eval_tokens": 17666 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Most items are unrelated bugs across different integrations and code paths; only the two OpenAI Codex OAuth scope reports look like the same underlying issue. All other soft pairs should be rejected.", + "confidence": 0.97, + "canonical_issue_reason": "issue:64947 is the clearest active report of the same OpenAI Codex OAuth scope bug, with the specific unauthorized scopes named in the title and enough detail to serve as the duplicate target.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:64947 is the best issue to keep as the cluster representative: it is open, specific, and describes the exact scope mismatch more clearly than the broader invalid-scope report.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:31414", + "right": "issue:32913", + "accept": false, + "reason": "Both mention version mismatch, but one is about npm/systemd service version propagation and the other about status UI reading the wrong stored version; different bugs." + }, + { + "left": "issue:32949", + "right": "issue:53745", + "accept": false, + "reason": "Telegram topic misrouting after retry is not the same as a gateway freeze that stops polling; different symptoms and code paths." + }, + { + "left": "issue:30242", + "right": "issue:34308", + "accept": false, + "reason": "Both involve subagents and chat platforms, but one is a Discord no_active_run spawn failure and the other is Telegram delivery failure; not the same bug." + }, + { + "left": "issue:32871", + "right": "issue:64710", + "accept": false, + "reason": "Different providers and failures: API format error for routellm/gpt-5 versus Ollama agent timeout." + }, + { + "left": "issue:64244", + "right": "issue:65043", + "accept": false, + "reason": "Both are routing-related, but one is a MiniMax image path bypass and the other is Slack thread-routing leakage; not the same concrete change." + }, + { + "left": "issue:65125", + "right": "issue:66679", + "accept": false, + "reason": "Browser attach failures on macOS are unrelated to chat-triggered tools/actions not executing." + }, + { + "left": "issue:54076", + "right": "issue:62960", + "accept": false, + "reason": "OAuth/login redirect loop is unrelated to Slack private file image fetching broken by an SSRF redirect fix." + }, + { + "left": "issue:63704", + "right": "issue:66519", + "accept": false, + "reason": "UI Form-to-Raw mode syntax error is unrelated to duplicate subagent completion delivery." + }, + { + "left": "issue:33124", + "right": "issue:35035", + "accept": false, + "reason": "Both touch allowedOrigins/origin checks, but one is doctor auto-seeding for loopback deployments and the other is runtime rejection of app://localhost; not clearly the same bug." + }, + { + "left": "issue:42870", + "right": "issue:66125", + "accept": false, + "reason": "Cloudflare 403 triggered by backticks is a content-dependent proxy issue, not the same as fallback completion failing through an OpenAI-compatible proxy." + }, + { + "left": "issue:50971", + "right": "issue:66979", + "accept": false, + "reason": "Custom cloud port support is a feature request; sandbox limit is a different feature request." + }, + { + "left": "issue:65309", + "right": "issue:65400", + "accept": false, + "reason": "Active Memory timeouts are unrelated to the browser --help command booting the full app." + }, + { + "left": "issue:66561", + "right": "issue:67750", + "accept": false, + "reason": "Both mention embedded timeouts, but one is an openai-codex SSE abort and the other is auto-compaction fallback behavior; not the same code-path problem." + }, + { + "left": "issue:58235", + "right": "issue:67056", + "accept": false, + "reason": "Missing thought_signature in tool calls is unrelated to provider headers not being preserved for image runtime requests." + }, + { + "left": "issue:37344", + "right": "issue:67852", + "accept": false, + "reason": "A fetch/proxy failure is not the same as a Discord tool schema-validation error." + }, + { + "left": "issue:49885", + "right": "issue:53137", + "accept": false, + "reason": "google-vertex credential lookup failure is unrelated to an empty issue stub." + }, + { + "left": "issue:33133", + "right": "issue:68256", + "accept": false, + "reason": "MiniMax response delivery to TUI/WebChat is different from per-agent auth profiles causing empty OpenRouter responses." + }, + { + "left": "issue:29506", + "right": "issue:53409", + "accept": false, + "reason": "Slack missing_scope with channel names is unrelated to Telegram exec approval message scoping." + }, + { + "left": "issue:52766", + "right": "issue:64407", + "accept": false, + "reason": "Both are gateway/CLI connectivity bugs, but the first is a WebSocket handshake timeout and the second is a later connect failure after heartbeat config changes." + }, + { + "left": "issue:30923", + "right": "issue:64465", + "accept": false, + "reason": "The second item has no usable title/content, so it cannot be the same issue." + }, + { + "left": "issue:64667", + "right": "issue:64947", + "accept": true, + "reason": "Both describe the same OpenAI Codex OAuth scope mismatch during login; one is the broader invalid-scope report and the other names the specific unauthorized scopes." + }, + { + "left": "issue:66262", + "right": "issue:67056", + "accept": false, + "reason": "Stale Codex thread binding after gateway reset is unrelated to image-runtime provider header handling." + }, + { + "left": "issue:62960", + "right": "issue:64762", + "accept": false, + "reason": "Both are SSRF-related regressions, but one breaks Slack private file downloads and the other corrupts multipart audio transcription bodies; different paths." + }, + { + "left": "issue:17101", + "right": "issue:65917", + "accept": false, + "reason": "Telegram voice transcription is unrelated to an empty issue stub." + }, + { + "left": "issue:29506", + "right": "issue:68305", + "accept": false, + "reason": "Slack missing_scope and a Telegram-only warning string are different products and different bugs." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The conclusion is grounded in the packet and stays conservative. The only accepted soft pair, issue:64667 vs issue:64947, is well supported by the titles and looks like the same OpenAI Codex OAuth scope problem, with 64947 appropriately chosen as the clearer open representative. The remaining soft-edge rejections are cautious and consistent with the available evidence." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 201, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:30314", + "issue:30818", + "issue:30908", + "issue:30917", + "issue:31414", + "issue:32622", + "issue:33263", + "issue:33456", + "issue:33526", + "issue:33943", + "issue:34534", + "issue:36170", + "issue:36635", + "issue:47563", + "issue:49071", + "issue:52773", + "issue:53010", + "issue:53310", + "issue:53881", + "issue:53932", + "issue:56957", + "issue:57256", + "issue:62880", + "issue:63725", + "issue:63740", + "issue:63877", + "issue:63923", + "issue:64174", + "issue:64302", + "issue:64480", + "issue:64599", + "issue:65182", + "issue:65189", + "issue:65309", + "issue:65424", + "issue:65538", + "issue:65600", + "issue:65613", + "issue:65656", + "issue:65790", + "issue:66288", + "issue:66390", + "issue:66702", + "issue:67537", + "issue:68003", + "issue:68059", + "issue:68108", + "issue:68215" + ], + "soft_pairs": [ + "issue:30314|issue:33943", + "issue:30908|issue:32622", + "issue:33263|issue:36170", + "issue:47563|issue:64599", + "issue:53010|issue:67537", + "issue:53881|issue:63877", + "issue:65309|issue:65600", + "issue:66288|issue:66702", + "issue:53310|issue:64480", + "issue:33456|issue:33526", + "issue:49071|issue:68003", + "issue:68059|issue:68108", + "issue:63923|issue:64302", + "issue:65538|issue:65613", + "issue:31414|issue:66390", + "issue:56957|issue:64174", + "issue:30818|issue:65189", + "issue:52773|issue:65182", + "issue:53932|issue:63725", + "issue:57256|issue:68215", + "issue:62880|issue:63740", + "issue:65424|issue:65656", + "issue:30917|issue:34534", + "issue:36635|issue:65790" + ], + "prepared_review_unit_hash": "27e5bba67eff4ce3a9630b347fbe09b60fe45f9dfffc62adacc24605d5a84155", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 35359, + "estimated_input_tokens": 8840, + "estimated_eval_tokens": 17936 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "No duplicate cluster here: the soft pairs are mostly superficially similar but describe different bugs, features, or code paths. Several items are Feishu-related, but they concern distinct failures (startup, reply fallback, cron announcement, group chat delivery, config warnings) rather than one underlying issue.", + "confidence": 0.93, + "canonical_issue_reason": "Issue 53310 is the clearest, most self-contained Feishu bug report in the set and has explicit failure details; however, it should be treated as a representative issue, not a duplicate target for the others.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 53310 is the best single issue to anchor this cluster because it is specific, actionable, and has the strongest evidence among the Feishu delivery reports.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:30314", + "right": "issue:33943", + "accept": false, + "reason": "Both are Feishu channel problems, but one is cron announce mode to group chats and the other is regular messages getting no response; different behavior and likely different paths." + }, + { + "left": "issue:30908", + "right": "issue:32622", + "accept": false, + "reason": "Config duplicate-plugin warning vs a text inspection 400 error are unrelated bugs." + }, + { + "left": "issue:33263", + "right": "issue:36170", + "accept": false, + "reason": "Webchat duplicate assistant replies is unrelated to chat.inject failing when transcript file is missing." + }, + { + "left": "issue:47563", + "right": "issue:64599", + "accept": false, + "reason": "macOS sharp build failure is unrelated to light-sleep confidence handling." + }, + { + "left": "issue:53010", + "right": "issue:67537", + "accept": false, + "reason": "Wechat image sending feature request is unrelated to GitHub login failures." + }, + { + "left": "issue:53881", + "right": "issue:63877", + "accept": false, + "reason": "UI scroll-height bug is unrelated to Firecrawl http/self-hosted connection failure." + }, + { + "left": "issue:65309", + "right": "issue:65600", + "accept": false, + "reason": "Direct-chat slowdown/timeouts from Active Memory are different from totalTokensFresh causing skipped compaction later." + }, + { + "left": "issue:66288", + "right": "issue:66702", + "accept": false, + "reason": "Both mention images, but one is chat image disappearance/agent not receiving content and the other is vision contamination from stale images; different defects." + }, + { + "left": "issue:53310", + "right": "issue:64480", + "accept": false, + "reason": "Feishu card parse error in cron announcements is unrelated to BlueBubbles send-method configuration." + }, + { + "left": "issue:33456", + "right": "issue:33526", + "accept": false, + "reason": "Re-fetching bot info after preflight is different from reply fallback being bypassed when the SDK throws." + }, + { + "left": "issue:49071", + "right": "issue:68003", + "accept": false, + "reason": "Duplicate workspaces on Feishu client switch is unrelated to duplicated section titles in Control UI settings pages." + }, + { + "left": "issue:68059", + "right": "issue:68108", + "accept": false, + "reason": "Browser snapshot API mismatch is unrelated to remote CDP status/tabs false-negatives from missing ssrfPolicy." + }, + { + "left": "issue:63923", + "right": "issue:64302", + "accept": false, + "reason": "Auto-compaction not triggering with custom contextWindow is distinct from compaction settings being ignored and overflowing context." + }, + { + "left": "issue:65538", + "right": "issue:65613", + "accept": false, + "reason": "Screen reader aria-live spam is unrelated to Discord stale-socket restart health monitoring." + }, + { + "left": "issue:31414", + "right": "issue:66390", + "accept": false, + "reason": "npm update/systemd version mismatch is different from macOS update file-lock startup crashes." + }, + { + "left": "issue:56957", + "right": "issue:64174", + "accept": false, + "reason": "WhatsApp allowlist regression and openai-codex OAuth 403 failures are unrelated." + }, + { + "left": "issue:30818", + "right": "issue:65189", + "accept": false, + "reason": "Pasted images not sent to backend is unrelated to memory context blocks leaking to UI." + }, + { + "left": "issue:52773", + "right": "issue:65182", + "accept": false, + "reason": "WhatsApp listener failures are unrelated to Control UI not stripping final tags." + }, + { + "left": "issue:53932", + "right": "issue:63725", + "accept": false, + "reason": "Slack image optimization feature request is unrelated to Web chat file upload feature request." + }, + { + "left": "issue:57256", + "right": "issue:68215", + "accept": false, + "reason": "Status false-negative for openclaw-mem0 availability is unrelated to update-time anonymousTelemetryId config corruption." + }, + { + "left": "issue:62880", + "right": "issue:63740", + "accept": false, + "reason": "Missing published-package file in Telegram extension is unrelated to dist/run-main corruption syntax errors." + }, + { + "left": "issue:65424", + "right": "issue:65656", + "accept": false, + "reason": "Minimax image attachments being dropped is different from LINE text+table flex messages getting 429 and being dropped." + }, + { + "left": "issue:30917", + "right": "issue:34534", + "accept": false, + "reason": "Telegram/model-specific nonfunctional bug is unrelated to updater corrupting daemon." + }, + { + "left": "issue:36635", + "right": "issue:65790", + "accept": false, + "reason": "GIFs causing vision-model HTTP 400 is not the same as the Web UI failing to attach images to messages." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 202, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:25303", + "issue:31043", + "issue:31414", + "issue:32189", + "issue:32638", + "issue:32871", + "issue:33639", + "issue:33943", + "issue:34472", + "issue:34659", + "issue:34901", + "issue:37548", + "issue:51780", + "issue:52292", + "issue:52766", + "issue:53494", + "issue:53733", + "issue:53932", + "issue:55345", + "issue:60102", + "issue:63923", + "issue:63997", + "issue:64476", + "issue:64480", + "issue:64765", + "issue:64794", + "issue:64831", + "issue:64835", + "issue:65050", + "issue:65076", + "issue:65214", + "issue:65317", + "issue:65517", + "issue:65721", + "issue:65832", + "issue:65860", + "issue:65949", + "issue:66635", + "issue:67072", + "issue:67327", + "issue:67792", + "issue:67858", + "issue:67974", + "issue:68003", + "issue:68139", + "issue:68472", + "issue:68587", + "issue:68707" + ], + "soft_pairs": [ + "issue:52292|issue:68003", + "issue:63923|issue:65832", + "issue:67858|issue:68472", + "issue:32871|issue:34472", + "issue:60102|issue:65317", + "issue:64765|issue:66635", + "issue:52766|issue:64476", + "issue:32189|issue:63997", + "issue:37548|issue:67974", + "issue:53733|issue:53932", + "issue:55345|issue:65721", + "issue:65860|issue:68139", + "issue:31414|issue:34901", + "issue:53494|issue:65517", + "issue:64480|issue:64831", + "issue:64835|issue:67327", + "issue:32638|issue:67792", + "issue:33639|issue:64794", + "issue:65050|issue:65949", + "issue:33943|issue:67072", + "issue:51780|issue:68587", + "issue:65076|issue:65214", + "issue:25303|issue:31043", + "issue:34659|issue:68707" + ], + "prepared_review_unit_hash": "d9c6bc38420a39244b20d6310d0b0bd7b9983a02585675fe032ce6940e1f43a0", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 35386, + "estimated_input_tokens": 8847, + "estimated_eval_tokens": 17950 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This cluster is a set of unrelated bug/feature reports that only look similar at a superficial wording level. I would not merge any of the soft edges; they target different subsystems, code paths, and failure modes.", + "confidence": 0.98, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": null, + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:52292", + "right": "issue:68003", + "accept": false, + "reason": "One is about duplicate image sends from a skill/media flow; the other is duplicate section titles in Control UI settings pages. Different surfaces and root causes." + }, + { + "left": "issue:63923", + "right": "issue:65832", + "accept": false, + "reason": "Auto-compaction/context window behavior is unrelated to custom provider recognition in the image tool." + }, + { + "left": "issue:67858", + "right": "issue:68472", + "accept": false, + "reason": "Sticky fallback model persistence after failure is distinct from explicit-session turns losing model overrides on the next turn." + }, + { + "left": "issue:32871", + "right": "issue:34472", + "accept": false, + "reason": "One is a response format mismatch for routellm/gpt-5; the other is Google API field compatibility. Different providers and errors." + }, + { + "left": "issue:60102", + "right": "issue:65317", + "accept": false, + "reason": "Telegram thread binding/session staleness is unrelated to sandbox write helper failures requiring Python." + }, + { + "left": "issue:64765", + "right": "issue:66635", + "accept": false, + "reason": "Active Memory search returning NONE is a retrieval problem; WhatsApp inline MEDIA send failure is a messaging attachment path bug." + }, + { + "left": "issue:52766", + "right": "issue:64476", + "accept": false, + "reason": "Both involve gateway/RPC timeouts, but one is local loopback handshake failure on non-systemd env and the other is Windows partial RPC failures; not the same concrete bug." + }, + { + "left": "issue:32189", + "right": "issue:63997", + "accept": false, + "reason": "Wrong model reporting in Discord is unrelated to the empty-title issue." + }, + { + "left": "issue:37548", + "right": "issue:67974", + "accept": false, + "reason": "Duplicate Feishu plugin-id warning is a config-key collision; hot-reload losing Feishu credentials is a separate state-loss bug." + }, + { + "left": "issue:53733", + "right": "issue:53932", + "accept": false, + "reason": "Intel Mac app support and Slack image optimization are different feature requests with no shared underlying change." + }, + { + "left": "issue:55345", + "right": "issue:65721", + "accept": false, + "reason": "Feishu multi-agent config behavior is unrelated to agents self-destructing via configuration modification." + }, + { + "left": "issue:65860", + "right": "issue:68139", + "accept": false, + "reason": "Missing docs anchor error text is not the same as broken localized provider links." + }, + { + "left": "issue:31414", + "right": "issue:34901", + "accept": false, + "reason": "Both are version-update complaints, but one is npm/systemd service mismatch and the other is macOS LaunchAgent plist version not updating; different packaging paths." + }, + { + "left": "issue:53494", + "right": "issue:65517", + "accept": false, + "reason": "Plugin registry corruption after image messages is distinct from an embedded sub-agent blocking the event loop and starving Telegram polling." + }, + { + "left": "issue:64480", + "right": "issue:64831", + "accept": false, + "reason": "BlueBubbles send-method configuration is unrelated to cron/chat-triggered exec instability and Telegram catch-up delivery." + }, + { + "left": "issue:64835", + "right": "issue:67327", + "accept": false, + "reason": "A vec0 shadow-table population failure is not the same as memory-wiki bridge artifacts reporting zero." + }, + { + "left": "issue:32638", + "right": "issue:67792", + "accept": false, + "reason": "Groq reasoning_effort 400 errors are unrelated to Telegram model menu display formatting." + }, + { + "left": "issue:33639", + "right": "issue:64794", + "accept": false, + "reason": "WebUI showing lastRunVersion is a display bug; minimax-portal OAuth configPatch missing fields is a wizard/config generation bug." + }, + { + "left": "issue:65050", + "right": "issue:65949", + "accept": false, + "reason": "Inbound-images vision stall with exposed dynamic image tool is not the same as Discord thread sessions not picking up browser capability." + }, + { + "left": "issue:33943", + "right": "issue:67072", + "accept": false, + "reason": "Feishu regular messages not responding is a channel integration bug; webchat message display timing is a UI rendering issue." + }, + { + "left": "issue:51780", + "right": "issue:68587", + "accept": false, + "reason": "UI running indicator stuck after subagent completion is unrelated to MCP tools/list being sent as a notification instead of a request." + }, + { + "left": "issue:65076", + "right": "issue:65214", + "accept": false, + "reason": "Audio transcription failure on OGG/Opus and bundled ElevenLabs extension not loading are separate provider/extension issues." + }, + { + "left": "issue:25303", + "right": "issue:31043", + "accept": false, + "reason": "Verbose exec output omission is unrelated to approval ID slug/UUID mismatch." + }, + { + "left": "issue:34659", + "right": "issue:68707", + "accept": false, + "reason": "Openclaw TUI reply display timing is a UI issue; include_usage missing from openai-completions affects token tracking and streaming metadata." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 203, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:29670", + "issue:30242", + "issue:30308", + "issue:30768", + "issue:31247", + "issue:31280", + "issue:32532", + "issue:34111", + "issue:34520", + "issue:34656", + "issue:34992", + "issue:35072", + "issue:35589", + "issue:35851", + "issue:42446", + "issue:49347", + "issue:50260", + "issue:51123", + "issue:51658", + "issue:52292", + "issue:52397", + "issue:52510", + "issue:53363", + "issue:53556", + "issue:53709", + "issue:53726", + "issue:57055", + "issue:61211", + "issue:62678", + "issue:62960", + "issue:64794", + "issue:64836", + "issue:65107", + "issue:65375", + "issue:65470", + "issue:66281", + "issue:66288", + "issue:66403", + "issue:66423", + "issue:66433", + "issue:66647", + "issue:66799", + "issue:67170", + "issue:67502", + "issue:67797", + "issue:68172", + "issue:68299", + "issue:68623" + ], + "soft_pairs": [ + "issue:66799|issue:67797", + "issue:35851|issue:66281", + "issue:57055|issue:68299", + "issue:30242|issue:30768", + "issue:30308|issue:50260", + "issue:31247|issue:34656", + "issue:34111|issue:67170", + "issue:42446|issue:62678", + "issue:31280|issue:52510", + "issue:34992|issue:66433", + "issue:64794|issue:64836", + "issue:65470|issue:67502", + "issue:52292|issue:53363", + "issue:53709|issue:68623", + "issue:66288|issue:66647", + "issue:49347|issue:61211", + "issue:66403|issue:66423", + "issue:53726|issue:65375", + "issue:32532|issue:35851", + "issue:62960|issue:65107", + "issue:30768|issue:52397", + "issue:51658|issue:53556", + "issue:51123|issue:68172", + "issue:29670|issue:34520", + "issue:35072|issue:35589" + ], + "prepared_review_unit_hash": "c61cd101db533de827c6d8549b1e1f5c02a8361492f95b9eaeb40b69986972dd", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 25, + "serialized_chars": 35345, + "estimated_input_tokens": 8837, + "estimated_eval_tokens": 17930 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This cluster is a broad false positive: the items span unrelated bugs across browser relay, gateway/LaunchAgent, messaging channels, auth, build tooling, and model/provider issues. None of the soft pairs look like the same underlying bug or change, so all soft edges are rejected.", + "confidence": 0.93, + "canonical_issue_reason": "No single canonical issue fits this cluster because the issues are heterogeneous and do not share one concrete bug or code path.", + "canonical_pr_reason": null, + "best_issue_reason": "No issue is a good global representative; the cluster does not center on one duplicate-defining problem.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:66799", + "right": "issue:67797", + "accept": false, + "reason": "Arbitrary workspace file access and OpenRouter reasoning-cache behavior are unrelated bugs in different code paths." + }, + { + "left": "issue:35851", + "right": "issue:66281", + "accept": false, + "reason": "Both involve browser relay/Chrome, but one is a relay status/UI mismatch and the other is a macOS CDP attach failure." + }, + { + "left": "issue:57055", + "right": "issue:68299", + "accept": false, + "reason": "These are different config-regression reports in different plugins; shared SSRF/privacy wording is too broad to indicate the same bug." + }, + { + "left": "issue:30242", + "right": "issue:30768", + "accept": false, + "reason": "A thread-bound subagent run failure and an Enterprise WeChat duplicate-message bug are unrelated." + }, + { + "left": "issue:30308", + "right": "issue:50260", + "accept": false, + "reason": "Both are Feishu-related, but one is a receive-format break and the other is duplicate streamed message segments; not the same defect." + }, + { + "left": "issue:31247", + "right": "issue:34656", + "accept": false, + "reason": "Dashboard schema/usage/health issues and a send-time 401 auth error after config change are not the same code-path problem." + }, + { + "left": "issue:34111", + "right": "issue:67170", + "accept": false, + "reason": "Nextcloud Talk webhook delivery and Telegram audio delivery are distinct integrations with different failures." + }, + { + "left": "issue:42446", + "right": "issue:62678", + "accept": false, + "reason": "Tool-output leakage into chat and a content-filter/wording question are unrelated." + }, + { + "left": "issue:31280", + "right": "issue:52510", + "accept": false, + "reason": "Both mention gateway LaunchAgent on macOS, but one is restart CLI failure and the other is a false cleanup hint; not the same bug." + }, + { + "left": "issue:34992", + "right": "issue:66433", + "accept": false, + "reason": "Missing sqlite runtime support and node-llama-cpp removal are different dependency breakages." + }, + { + "left": "issue:64794", + "right": "issue:64836", + "accept": false, + "reason": "A missing configPatch in the wizard and auth config lost after npm upgrade are separate problems." + }, + { + "left": "issue:65470", + "right": "issue:67502", + "accept": false, + "reason": "Default concurrency serialization and nested-lane congestion with delivery-context corruption are different behaviors." + }, + { + "left": "issue:52292", + "right": "issue:53363", + "accept": false, + "reason": "Duplicate image sends and a Mistral 422 API failure are unrelated failures." + }, + { + "left": "issue:53709", + "right": "issue:68623", + "accept": false, + "reason": "Invalid GH_TOKEN leakage and MCP subprocess cleanup are different lifecycle issues." + }, + { + "left": "issue:66288", + "right": "issue:66647", + "accept": false, + "reason": "Webchat image disappearance and Telegram binary-caption prompt injection are distinct media-handling bugs." + }, + { + "left": "issue:49347", + "right": "issue:61211", + "accept": false, + "reason": "pnpm install failure and docker build failure are separate build-time issues." + }, + { + "left": "issue:66403", + "right": "issue:66423", + "accept": false, + "reason": "An approval popup layout problem and a tool-call parsing/rendering bug are unrelated." + }, + { + "left": "issue:53726", + "right": "issue:65375", + "accept": false, + "reason": "Antivirus/Trojan text and LINE webhook response blocking are unrelated." + }, + { + "left": "issue:32532", + "right": "issue:35851", + "accept": false, + "reason": "Both are browser relay issues, but one is startup deadlock while the other is post-attach status/UI drift; not one concrete bug." + }, + { + "left": "issue:62960", + "right": "issue:65107", + "accept": false, + "reason": "Slack private-file SSRF redirect regression and browser hostname-blocking SSRF policy are different regressions." + }, + { + "left": "issue:30768", + "right": "issue:52397", + "accept": false, + "reason": "Enterprise WeChat duplicate messages and a blank bug report are not meaningfully related as duplicates." + }, + { + "left": "issue:51658", + "right": "issue:53556", + "accept": false, + "reason": "Custom Brave Search baseUrl feature request and channel-compatibility suggestions are unrelated." + }, + { + "left": "issue:51123", + "right": "issue:68172", + "accept": false, + "reason": "Different model-provider image failures on different APIs/models; not the same underlying bug." + }, + { + "left": "issue:29670", + "right": "issue:34520", + "accept": false, + "reason": "Tailscale serve pairing and proxy model/tool-switch save behavior are unrelated." + }, + { + "left": "issue:35072", + "right": "issue:35589", + "accept": false, + "reason": "An iMessage health-monitor restart loop and TUI responses being routed to iMessage are different defects." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 204, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:30908", + "issue:30917", + "issue:31486", + "issue:32473", + "issue:33259", + "issue:33943", + "issue:35300", + "issue:36425", + "issue:44496", + "issue:50017", + "issue:51656", + "issue:52162", + "issue:52766", + "issue:52773", + "issue:53647", + "issue:53864", + "issue:53938", + "issue:56982", + "issue:59228", + "issue:61005", + "issue:61211", + "issue:63212", + "issue:63349", + "issue:63534", + "issue:63787", + "issue:64139", + "issue:64277", + "issue:64337", + "issue:64552", + "issue:65067", + "issue:65157", + "issue:65189", + "issue:65434", + "issue:65494", + "issue:65600", + "issue:65844", + "issue:65978", + "issue:66470", + "issue:66611", + "issue:66621", + "issue:66763", + "issue:67107", + "issue:67759", + "issue:67803", + "issue:67908", + "issue:68119", + "issue:68620", + "issue:68649" + ], + "soft_pairs": [ + "issue:53864|issue:67803", + "issue:32473|issue:65067", + "issue:53647|issue:66470", + "issue:65434|issue:66763", + "issue:33259|issue:65189", + "issue:52773|issue:65844", + "issue:56982|issue:63212", + "issue:63787|issue:64139", + "issue:35300|issue:53938", + "issue:66621|issue:67759", + "issue:68620|issue:68649", + "issue:61211|issue:67908", + "issue:63349|issue:65978", + "issue:36425|issue:64337", + "issue:30908|issue:68119", + "issue:61005|issue:66611", + "issue:52162|issue:52766", + "issue:30917|issue:67107", + "issue:64277|issue:65600", + "issue:50017|issue:51656", + "issue:31486|issue:44496", + "issue:33943|issue:65494", + "issue:63534|issue:64552", + "issue:59228|issue:65157" + ], + "prepared_review_unit_hash": "cc8fa20391a6adf46c43e5c86ad16dea32d7cbeda6e5fc6fc87ae3e2f4abe0e4", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 35006, + "estimated_input_tokens": 8752, + "estimated_eval_tokens": 17760 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This cluster is mostly heterogeneous, so most soft edges should be rejected. The strongest duplicate family is the session-hang / recovery failure pair (68620/68649); browser attachOnly connection issues and inbound-audio transcription omissions also look plausibly related, but the rest are false positives.", + "confidence": 0.62, + "canonical_issue_reason": "issue:68620 is the clearest and broadest statement of a real failure mode in the cluster: a hung session that never gets auto-killed and blocks recovery. It best represents the most convincing duplicate family here.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:68620 is the best overall representative because it is specific, high-impact, and generalizes naturally to the related pdf-tool hang subcase.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:53864", + "right": "issue:67803", + "accept": false, + "reason": "Different failure modes: one is permanent MCP unavailability after startup failure, the other is delayed run completion after response delivery." + }, + { + "left": "issue:32473", + "right": "issue:65067", + "accept": false, + "reason": "Unrelated bugs: device-identity requirements in Control UI vs Windows onboarding usage failure." + }, + { + "left": "issue:53647", + "right": "issue:66470", + "accept": false, + "reason": "Different code paths: isolated cron session boundary handling vs TUI/webchat turn-finalization/pondering state." + }, + { + "left": "issue:65434", + "right": "issue:66763", + "accept": true, + "reason": "Both are browser attachOnly/CDP connection problems in the same attach flow; one is a false-negative running check, the other an attach failure despite a valid debugger URL." + }, + { + "left": "issue:33259", + "right": "issue:65189", + "accept": false, + "reason": "Stale version display after upgrade is unrelated to UI-level context leakage from the memory engine." + }, + { + "left": "issue:52773", + "right": "issue:65844", + "accept": false, + "reason": "WhatsApp listener breakage and Codex multi-profile auth collapse are unrelated subsystems and symptoms." + }, + { + "left": "issue:56982", + "right": "issue:63212", + "accept": false, + "reason": "Gateway doctor/proxy-auth error is not the same bug as Matrix user verification failure." + }, + { + "left": "issue:63787", + "right": "issue:64139", + "accept": false, + "reason": "Path resolution in a completion command and SIGKILL during crontab execution are unrelated." + }, + { + "left": "issue:35300", + "right": "issue:53938", + "accept": false, + "reason": "Feishu heartbeat delivery misrouting and Feishu plugin duplication/restart instability are related only by channel name, not the same concrete bug." + }, + { + "left": "issue:66621", + "right": "issue:67759", + "accept": false, + "reason": "UI attachment rendering and image-model recognition against a provider base URL are different bugs." + }, + { + "left": "issue:68620", + "right": "issue:68649", + "accept": true, + "reason": "Same underlying session-liveness problem: a hung tool/API call is left running and blocks recovery/cleanup." + }, + { + "left": "issue:61211", + "right": "issue:67908", + "accept": false, + "reason": "Two different build/distribution failures with different causes and affected artifacts." + }, + { + "left": "issue:63349", + "right": "issue:65978", + "accept": true, + "reason": "Both describe missing audio transcription in direct-delivery inbound audio flows; same core ingestion/transcription bug, just on different channels." + }, + { + "left": "issue:36425", + "right": "issue:64337", + "accept": false, + "reason": "Heartbeat-related wording overlaps, but one is Telegram plugin load failure and the other is missing channel output delivery." + }, + { + "left": "issue:30908", + "right": "issue:68119", + "accept": false, + "reason": "The second item has no usable title/content here, so there is not enough evidence for a duplicate call." + }, + { + "left": "issue:61005", + "right": "issue:66611", + "accept": false, + "reason": "Android onboarding button state and browser attachOnly CDP connection are unrelated." + }, + { + "left": "issue:52162", + "right": "issue:52766", + "accept": false, + "reason": "Proxy-handling in remote embeddings and gateway loopback WebSocket timeout are different connection bugs." + }, + { + "left": "issue:30917", + "right": "issue:67107", + "accept": false, + "reason": "No meaningful evidence that these refer to the same Telegram bug; one side is effectively empty." + }, + { + "left": "issue:64277", + "right": "issue:65600", + "accept": false, + "reason": "Slack mention gating and token-freshness/compaction state are unrelated." + }, + { + "left": "issue:50017", + "right": "issue:51656", + "accept": false, + "reason": "Both involve fallback logic, but they affect different paths and failure conditions; not the same concrete bug." + }, + { + "left": "issue:31486", + "right": "issue:44496", + "accept": false, + "reason": "Both are image-tool related, but one is custom-provider support and the other is model recognition for LM Studio; too different to merge confidently." + }, + { + "left": "issue:33943", + "right": "issue:65494", + "accept": false, + "reason": "Feishu message handling and iMessage ReferenceError are unrelated channel-specific failures." + }, + { + "left": "issue:63534", + "right": "issue:64552", + "accept": false, + "reason": "UI layout exception and severe API latency regression are not the same problem." + }, + { + "left": "issue:59228", + "right": "issue:65157", + "accept": false, + "reason": "Slash-command argument stripping and plugin-hook dispatch failure are different parts of the command pipeline with different symptoms." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet and stays mostly conservative. The accepted soft edges are reasonably supported by titles alone (especially the session-hang pair, and the attachOnly/CDP pair), and the rejected edges are generally cautious rather than overstated. No clear evidence of an over-claim." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 205, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:29116", + "issue:29809", + "issue:30741", + "issue:32841", + "issue:33053", + "issue:33456", + "issue:34961", + "issue:37388", + "issue:41845", + "issue:45645", + "issue:51120", + "issue:51158", + "issue:53390", + "issue:53398", + "issue:53523", + "issue:53686", + "issue:53824", + "issue:53881", + "issue:53926", + "issue:55807", + "issue:62396", + "issue:62515", + "issue:62699", + "issue:64292", + "issue:64293", + "issue:64517", + "issue:64729", + "issue:64900", + "issue:65042", + "issue:65054", + "issue:65667", + "issue:65695", + "issue:65808", + "issue:65971", + "issue:66135", + "issue:66280", + "issue:66813", + "issue:66885", + "issue:66958", + "issue:67131", + "issue:67241", + "issue:67335", + "issue:68059", + "issue:68352", + "issue:68475", + "issue:68520", + "issue:68593", + "issue:68634" + ], + "soft_pairs": [ + "issue:51158|issue:53523", + "issue:65667|issue:65695", + "issue:29809|issue:64292", + "issue:37388|issue:64293", + "issue:45645|issue:53926", + "issue:30741|issue:68475", + "issue:51120|issue:65808", + "issue:53686|issue:66885", + "issue:64729|issue:68352", + "issue:64517|issue:64900", + "issue:55807|issue:62699", + "issue:41845|issue:67335", + "issue:62396|issue:62515", + "issue:29116|issue:53824", + "issue:33053|issue:33456", + "issue:65054|issue:67131", + "issue:66958|issue:68059", + "issue:53398|issue:65042", + "issue:53390|issue:53881", + "issue:65971|issue:67241", + "issue:66135|issue:66813", + "issue:32841|issue:34961", + "issue:68593|issue:68634", + "issue:66280|issue:68520" + ], + "prepared_review_unit_hash": "db3d03b457390457e013ea1b602c39e6eb65698b438d77b279992c628bb73d7f", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 35444, + "estimated_input_tokens": 8861, + "estimated_eval_tokens": 17978 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This set is mostly heterogeneous, with one credible duplicate-like pair around plugin allowlist warnings. The rest are only loosely related by subsystem and do not look like the same underlying bug.", + "confidence": 0.84, + "canonical_issue_reason": "No single issue cleanly canonicalizes the whole set because the items span many unrelated bugs. If forced to anchor the only strong duplicate-like theme, issue 64729 is the best representative because it directly matches the allowlist/plugin-warning failure mode also described in 68352.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 64729 is the best issue to keep as the representative item: it is precise, actionable, and closest to the only pair that looks like the same underlying bug (68352).", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:51158", + "right": "issue:53523", + "accept": false, + "reason": "Both are Matrix-related, but one is an inbound routing bug and the other is a startup core dump; different failure modes and likely different fixes." + }, + { + "left": "issue:65667", + "right": "issue:65695", + "accept": false, + "reason": "Both concern browser/CDP connectivity, but one is a health-check logic gap and the other is an actual child-Chrome reachability failure; not clearly the same bug." + }, + { + "left": "issue:29809", + "right": "issue:64292", + "accept": false, + "reason": "Both say 'not allowed', but they refer to different authorization paths and different operations (`allowedOrigins` vs `sessions_spawn agentId`)." + }, + { + "left": "issue:37388", + "right": "issue:64293", + "accept": false, + "reason": "Unrelated: log rotation on date change vs heartbeat running despite empty config." + }, + { + "left": "issue:45645", + "right": "issue:53926", + "accept": false, + "reason": "Both involve installation/config placement on Linux, but one is doctor/update split installs and the other is secrets/env-file handling; not the same bug." + }, + { + "left": "issue:30741", + "right": "issue:68475", + "accept": false, + "reason": "Both are Discord attachment-related, but one is silent attachment failure and the other is duplicate delivery from MEDIA; different concrete behavior." + }, + { + "left": "issue:51120", + "right": "issue:65808", + "accept": false, + "reason": "Feature request about skills lazy loading vs a Telegram reaction/mention behavior change; not the same change." + }, + { + "left": "issue:53686", + "right": "issue:66885", + "accept": false, + "reason": "Both are Telegram transport issues, but one is outbound API failure and the other is polling/announce timeout on Windows; different code paths." + }, + { + "left": "issue:64729", + "right": "issue:68352", + "accept": true, + "reason": "Strongest match in the set: both describe misleading plugin allowlist/ID mismatch behavior and appear to share the same underlying warning/validation path." + }, + { + "left": "issue:64517", + "right": "issue:64900", + "accept": false, + "reason": "Multi-agent approval targeting vs remote CDP profile state reporting; unrelated subsystems." + }, + { + "left": "issue:55807", + "right": "issue:62699", + "accept": false, + "reason": "Both mention ACP/session behavior, but one is Discord visible thread rendering and the other is persistent session recovery failure; not the same bug." + }, + { + "left": "issue:41845", + "right": "issue:67335", + "accept": false, + "reason": "Both are macOS LaunchAgent lifecycle problems, but the titles point to different failure conditions; too broad to treat as one bug." + }, + { + "left": "issue:62396", + "right": "issue:62515", + "accept": false, + "reason": "General config validation failure vs a specific timezone schema/docs mismatch; different root causes." + }, + { + "left": "issue:29116", + "right": "issue:53824", + "accept": false, + "reason": "Both relate to restart/wake behavior, but one is a consumed restart sentinel and the other is isolated cron delivery reporting Unknown Channel; insufficient evidence of the same bug." + }, + { + "left": "issue:33053", + "right": "issue:33456", + "accept": false, + "reason": "QQ message-type limitation vs Feishu bot-info refetch after preflight; unrelated integration bugs." + }, + { + "left": "issue:65054", + "right": "issue:67131", + "accept": false, + "reason": "Both are baseUrl/endpoint handling issues, but they affect different providers and different persistence layers; not the same concrete bug." + }, + { + "left": "issue:66958", + "right": "issue:68059", + "accept": false, + "reason": "Telegram command registration clearing vs browser snapshot API requirements; unrelated." + }, + { + "left": "issue:53398", + "right": "issue:65042", + "accept": false, + "reason": "Both mention port conflicts, but one is a misleading dual-stack listener error and the other is Gmail watcher duplication causing a bind conflict; different causes." + }, + { + "left": "issue:53390", + "right": "issue:53881", + "accept": false, + "reason": "Browser snapshot viewport bug vs control-UI scroll-height layout bug; not the same behavior." + }, + { + "left": "issue:65971", + "right": "issue:67241", + "accept": false, + "reason": "macOS message-processing stall vs BlueBubbles attachment download failure on Node 22.20+; unrelated." + }, + { + "left": "issue:66135", + "right": "issue:66813", + "accept": false, + "reason": "Both touch background execution/heartbeat, but 66135 bundles multiple symptoms and 66813 is specifically about `target last`/no-target handling; too weak to merge as one bug." + }, + { + "left": "issue:32841", + "right": "issue:34961", + "accept": false, + "reason": "Telegram pipeline instability vs Discord voice reply failures; different platforms and code paths." + }, + { + "left": "issue:68593", + "right": "issue:68634", + "accept": false, + "reason": "Menubar health-check false negative vs approvals/scope-upgrade spam; unrelated." + }, + { + "left": "issue:66280", + "right": "issue:68520", + "accept": false, + "reason": "Gateway model override routing failure vs OpenRouter empty responses; different providers and failure mechanisms." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The review is grounded in the packet and stays conservative. The only accepted soft pair (64729/68352) is the strongest thematic match in the set, and the remaining pairs are appropriately rejected as too weak or subsystem-divergent. The summary does not overstate the evidence." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 206, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:29809", + "issue:30768", + "issue:30773", + "issue:31671", + "issue:33126", + "issue:33534", + "issue:34298", + "issue:34925", + "issue:35300", + "issue:35763", + "issue:37465", + "issue:40343", + "issue:50266", + "issue:53310", + "issue:53953", + "issue:58235", + "issue:62875", + "issue:63484", + "issue:63499", + "issue:63516", + "issue:64011", + "issue:64251", + "issue:64326", + "issue:64381", + "issue:64549", + "issue:64699", + "issue:64831", + "issue:65067", + "issue:65125", + "issue:65434", + "issue:65499", + "issue:65521", + "issue:65558", + "issue:65808", + "issue:66290", + "issue:66381", + "issue:66614", + "issue:66708", + "issue:66822", + "issue:67162", + "issue:67288", + "issue:67469", + "issue:67488", + "issue:67607", + "issue:67908", + "issue:67927", + "issue:68002", + "issue:68254" + ], + "soft_pairs": [ + "issue:33534|issue:66614", + "issue:66290|issue:67908", + "issue:53953|issue:64381", + "issue:64251|issue:64831", + "issue:31671|issue:35300", + "issue:30768|issue:67162", + "issue:64549|issue:66822", + "issue:64326|issue:68002", + "issue:65808|issue:67607", + "issue:65067|issue:65558", + "issue:50266|issue:58235", + "issue:63484|issue:67469", + "issue:66708|issue:67288", + "issue:37465|issue:64699", + "issue:40343|issue:66381", + "issue:65125|issue:65434", + "issue:29809|issue:34298", + "issue:34925|issue:62875", + "issue:53310|issue:63516", + "issue:65499|issue:67927", + "issue:64011|issue:65521", + "issue:33126|issue:63499", + "issue:35763|issue:68254", + "issue:30773|issue:67488" + ], + "prepared_review_unit_hash": "2757145cb84c88a415649b328a6bb600af2c840a009dc5b8bf939cd6e87b2825", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 35066, + "estimated_input_tokens": 8767, + "estimated_eval_tokens": 17790 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "All suggested soft edges look like false positives: they share broad subsystems (cron, browser attach, messaging channels, packaging) but not the same concrete bug or change path.", + "confidence": 0.96, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": null, + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:33534", + "right": "issue:66614", + "accept": false, + "reason": "Different bugs: Control UI display-name mismatch vs streaming markdown table fragmentation." + }, + { + "left": "issue:66290", + "right": "issue:67908", + "accept": false, + "reason": "Both are Docker/bundling-related, but one is a gateway load-stack overflow and the other is a package resolution failure in a binary distro." + }, + { + "left": "issue:53953", + "right": "issue:64381", + "accept": false, + "reason": "Both concern startup, but the causes differ: msteams module/TypeScript packaging vs memory-kind plugin exclusion from gateway startup." + }, + { + "left": "issue:64251", + "right": "issue:64831", + "accept": false, + "reason": "Different code paths: CLI-backed model follow-up handling vs cron scheduling/chat-triggered execution instability." + }, + { + "left": "issue:31671", + "right": "issue:35300", + "accept": false, + "reason": "Both involve message routing, but one corrupts session channel labels and the other mis-delivers a heartbeat to Feishu." + }, + { + "left": "issue:30768", + "right": "issue:67162", + "accept": false, + "reason": "Completely unrelated: duplicate enterprise WeChat messages vs an empty-titled bug report." + }, + { + "left": "issue:64549", + "right": "issue:66822", + "accept": false, + "reason": "Both mention memorySearch/indexing, but one is about file watching not indexing new files and the other about concurrency limits being ignored." + }, + { + "left": "issue:64326", + "right": "issue:68002", + "accept": false, + "reason": "Different problems: Ollama token-limit reporting vs a local Ollama model failing to reply in TUI." + }, + { + "left": "issue:65808", + "right": "issue:67607", + "accept": false, + "reason": "Different features on different transports: Telegram reaction handling vs Slack thread reply envelopes." + }, + { + "left": "issue:65067", + "right": "issue:65558", + "accept": false, + "reason": "Windows onboarding failure is not the same as MiniMax OAuth exposing refs after setup." + }, + { + "left": "issue:50266", + "right": "issue:58235", + "accept": false, + "reason": "Different provider/model bugs: Feishu replies=0 silence vs missing thought_signature in OpenAI-compatible Gemini tool calls." + }, + { + "left": "issue:63484", + "right": "issue:67469", + "accept": false, + "reason": "Both affect replies/history, but the first is a heartbeat/tool-error/session control issue and the second is persistence of Gemini CLI replies." + }, + { + "left": "issue:66708", + "right": "issue:67288", + "accept": false, + "reason": "Performance regression in Active Memory is unrelated to the missing discovery gate in amazon-bedrock-mantle." + }, + { + "left": "issue:37465", + "right": "issue:64699", + "accept": false, + "reason": "Different validation failures: incompatible tool-call format vs sessions_send injecting an unexpected label with sessionKey." + }, + { + "left": "issue:40343", + "right": "issue:66381", + "accept": false, + "reason": "One deletes Telegram messages during compaction; the other is a WebChat UI flicker after sending." + }, + { + "left": "issue:65125", + "right": "issue:65434", + "accept": false, + "reason": "Both involve browser attach, but one is macOS managed/user attach failures and the other is a loopback attachOnly false-negative despite healthy CDP." + }, + { + "left": "issue:29809", + "right": "issue:34298", + "accept": false, + "reason": "Origin \u0905\u0928\u0941\u092e\u0924\u093f/allowedOrigins problem is distinct from hitting a localhost URL and getting Not Found." + }, + { + "left": "issue:34925", + "right": "issue:62875", + "accept": false, + "reason": "Both are packaging/startup issues, but they affect different artifacts and missing paths (discord-api-types vs Telegram src directory)." + }, + { + "left": "issue:53310", + "right": "issue:63516", + "accept": false, + "reason": "Feishu card JSON parse errors are unrelated to Telegram polling stalls and heartbeat failures." + }, + { + "left": "issue:65499", + "right": "issue:67927", + "accept": false, + "reason": "Cross-signing UIA payload formatting is unrelated to the image upload bug report." + }, + { + "left": "issue:64011", + "right": "issue:65521", + "accept": false, + "reason": "Different Windows crash paths: Discord gateway reconnect logic vs managed browser launch/CDP binding." + }, + { + "left": "issue:33126", + "right": "issue:63499", + "accept": false, + "reason": "Both are cron scheduling problems, but one computes a past nextRunAtMs and the other resets nextRunAtMs to 0 on edit." + }, + { + "left": "issue:35763", + "right": "issue:68254", + "accept": false, + "reason": "Both mention loopback/pairing, but one is general device pairing on loopback and the other is a Telegram Native Approvals handler in Docker loopback-only deployment." + }, + { + "left": "issue:30773", + "right": "issue:67488", + "accept": false, + "reason": "Different cron bugs: write-tool error after file creation vs result serialization failing on special characters in edit arguments." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 207, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:19598", + "issue:29363", + "issue:29809", + "issue:30741", + "issue:30917", + "issue:31720", + "issue:31804", + "issue:33349", + "issue:34111", + "issue:36811", + "issue:37564", + "issue:37571", + "issue:41845", + "issue:51658", + "issue:51869", + "issue:52173", + "issue:53010", + "issue:53494", + "issue:53640", + "issue:53749", + "issue:53849", + "issue:58385", + "issue:63079", + "issue:63484", + "issue:63569", + "issue:63997", + "issue:64292", + "issue:64497", + "issue:64528", + "issue:65052", + "issue:65056", + "issue:65102", + "issue:65533", + "issue:65600", + "issue:66253", + "issue:66674", + "issue:66833", + "issue:67002", + "issue:67051", + "issue:67422", + "issue:67595", + "issue:67745", + "issue:67857", + "issue:67875", + "issue:68209", + "issue:68471", + "issue:68472", + "issue:68605" + ], + "soft_pairs": [ + "issue:65533|issue:68472", + "issue:63484|issue:67051", + "issue:63569|issue:67857", + "issue:41845|issue:67595", + "issue:65056|issue:68471", + "issue:19598|issue:53010", + "issue:29363|issue:64528", + "issue:29809|issue:53849", + "issue:30741|issue:36811", + "issue:31720|issue:67875", + "issue:33349|issue:34111", + "issue:37564|issue:67422", + "issue:51658|issue:67002", + "issue:51869|issue:66253", + "issue:53640|issue:65102", + "issue:53749|issue:58385", + "issue:63079|issue:68605", + "issue:64292|issue:64497", + "issue:65052|issue:65600", + "issue:66674|issue:68209", + "issue:31804|issue:52173", + "issue:37571|issue:66833", + "issue:53494|issue:67745", + "issue:30917|issue:63997" + ], + "prepared_review_unit_hash": "cfdb1d00f2c1a38ef6ae6bebb9e1c39c20e2720ec73278526880bbc287cdd462", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 35255, + "estimated_input_tokens": 8814, + "estimated_eval_tokens": 17884 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This set is not a true duplicate cluster: it mixes unrelated bugs and features across many subsystems (channels, web UI, gateway/session lifecycle, providers, packaging, and tools). All soft-similarity pairs should be rejected.", + "confidence": 0.97, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": null, + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:65533", + "right": "issue:68472", + "accept": false, + "reason": "Both involve session/history behavior, but one is about missing reasoning text in assistant turns while the other is about model overrides being lost before the next turn; different symptoms and code paths." + }, + { + "left": "issue:63484", + "right": "issue:67051", + "accept": false, + "reason": "Different failures: heartbeat/tool-error side effects in Feishu vs WebUI config validation when disabling a skill. No shared concrete bug." + }, + { + "left": "issue:63569", + "right": "issue:67857", + "accept": false, + "reason": "Unrelated packaging/platform issues: missing qa/scenarios files vs missing darwin-x64 native package for lancedb." + }, + { + "left": "issue:41845", + "right": "issue:67595", + "accept": false, + "reason": "Both touch macOS/gateway startup, but one is LaunchAgent unload/restart behavior and the other is install token embedding plus channels list fetch failure; not the same bug." + }, + { + "left": "issue:65056", + "right": "issue:68471", + "accept": false, + "reason": "Different lifecycle problems: prompt cache invalidation across runs vs heartbeat causing periodic session resets." + }, + { + "left": "issue:19598", + "right": "issue:53010", + "accept": false, + "reason": "Different feature requests for different channels: Slack thread support vs WeChat image sending." + }, + { + "left": "issue:29363", + "right": "issue:64528", + "accept": false, + "reason": "Both mention workspace isolation, but one is subagent file injection and the other is session-memory hook isolation. Different mechanisms and fixes." + }, + { + "left": "issue:29809", + "right": "issue:53849", + "accept": false, + "reason": "The origin-blocked Control UI bug is unrelated to the blank-titled issue; no evidence they describe the same underlying defect." + }, + { + "left": "issue:30741", + "right": "issue:36811", + "accept": false, + "reason": "Different messaging paths and symptoms: Discord attachments failing vs Telegram NO_REPLY leaking 'NO' text." + }, + { + "left": "issue:31720", + "right": "issue:67875", + "accept": false, + "reason": "Cloudflare blocking an API endpoint is unrelated to models.json baseUrl gaining '/v1' on restart." + }, + { + "left": "issue:33349", + "right": "issue:34111", + "accept": false, + "reason": "Both mention webhooks, but one is outbound sandbox configuration for invoked agents and the other is a Nextcloud bot not sending webhook POSTs. Different code paths." + }, + { + "left": "issue:37564", + "right": "issue:67422", + "accept": false, + "reason": "Feishu dispatch/reply silence is not the same as webchat streaming not appearing in real time." + }, + { + "left": "issue:51658", + "right": "issue:67002", + "accept": false, + "reason": "Custom Brave Search baseUrl and independent workspace per channel are unrelated feature requests." + }, + { + "left": "issue:51869", + "right": "issue:66253", + "accept": false, + "reason": "Both involve image support, but one is provider onboarding schema hardcoding input types and the other is message parsing dropping images for a specific model. Not the same bug." + }, + { + "left": "issue:53640", + "right": "issue:65102", + "accept": false, + "reason": "Unrelated issues: macOS API key validation vs inline Python execution still blocked by strictInlineEval." + }, + { + "left": "issue:53749", + "right": "issue:58385", + "accept": false, + "reason": "Different validation schemas: message tool buttons requirement vs web_fetch URL requirement." + }, + { + "left": "issue:63079", + "right": "issue:68605", + "accept": false, + "reason": "Google Chat audience validation and webchat image persistence are separate problems." + }, + { + "left": "issue:64292", + "right": "issue:64497", + "accept": false, + "reason": "Both involve spawning sessions, but the error conditions differ: sessions_spawn rejects agentId vs isolated cron sessions failing after inactivity." + }, + { + "left": "issue:65052", + "right": "issue:65600", + "accept": false, + "reason": "Different bugs: vision turns stalling with inbound images vs totalTokensFresh causing skipped compaction on later turns." + }, + { + "left": "issue:66674", + "right": "issue:68209", + "accept": false, + "reason": "CLI rawError being misreported as DNS failure is unrelated to runaway context growth when switching models." + }, + { + "left": "issue:31804", + "right": "issue:52173", + "accept": false, + "reason": "Gateway pairing failure and dashboard model prefix concatenation are unrelated." + }, + { + "left": "issue:37571", + "right": "issue:66833", + "accept": false, + "reason": "Both are stream/provider parsing issues, but one is missing SSE event fields from a proxy while the other is reasoning_details handling in OpenRouter/Qwen3. Different concrete failures." + }, + { + "left": "issue:53494", + "right": "issue:67745", + "accept": false, + "reason": "Gateway registry corruption after image messages is distinct from OpenAI-compatible providers returning tool_calls that are never executed." + }, + { + "left": "issue:30917", + "right": "issue:63997", + "accept": false, + "reason": "The first is a Telegram model-specific failure; the second has no usable title/content here, so there is no basis to treat them as the same bug." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 208, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:19598", + "issue:23538", + "issue:26895", + "issue:29363", + "issue:29727", + "issue:30335", + "issue:30922", + "issue:31273", + "issue:31440", + "issue:32838", + "issue:32871", + "issue:33157", + "issue:35039", + "issue:35300", + "issue:35975", + "issue:37388", + "issue:50345", + "issue:51056", + "issue:51126", + "issue:51640", + "issue:53140", + "issue:53310", + "issue:53480", + "issue:53556", + "issue:53753", + "issue:53876", + "issue:57066", + "issue:59257", + "issue:63274", + "issue:64293", + "issue:64528", + "issue:64850", + "issue:65052", + "issue:65686", + "issue:65843", + "issue:65949", + "issue:65974", + "issue:66090", + "issue:66131", + "issue:66254", + "issue:66740", + "issue:67241", + "issue:67423", + "issue:67798", + "issue:67936", + "issue:68285", + "issue:68413", + "issue:68545" + ], + "soft_pairs": [ + "issue:35039|issue:53480", + "issue:53753|issue:68545", + "issue:37388|issue:53140", + "issue:53310|issue:63274", + "issue:31273|issue:51640", + "issue:64850|issue:65843", + "issue:35975|issue:50345", + "issue:65686|issue:66090", + "issue:33157|issue:67798", + "issue:32838|issue:64528", + "issue:51126|issue:66131", + "issue:67936|issue:68285", + "issue:23538|issue:51056", + "issue:30922|issue:65974", + "issue:53876|issue:67241", + "issue:65052|issue:65949", + "issue:29363|issue:30335", + "issue:26895|issue:31440", + "issue:29727|issue:66254", + "issue:32871|issue:68413", + "issue:19598|issue:53556", + "issue:35300|issue:66740", + "issue:59257|issue:64293", + "issue:57066|issue:67423" + ], + "prepared_review_unit_hash": "5f3d8e6d75c1b8eb543bee44f60436c3464c1308fa93b047d0a4dd170e326b5f", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 35290, + "estimated_input_tokens": 8823, + "estimated_eval_tokens": 17902 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "All proposed soft pairs are false matches; they share at most a broad subsystem or keyword and do not describe the same underlying bug/change.", + "confidence": 0.96, + "canonical_issue_reason": "No clear canonical issue: this set is a mix of unrelated bugs and features rather than one duplicate cluster.", + "canonical_pr_reason": null, + "best_issue_reason": "No single issue stands out as a duplicate anchor; the items cover distinct code paths, channels, and regressions.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:35039", + "right": "issue:53480", + "accept": false, + "reason": "Different problems: Telegram subagent spawning vs Discord /reset thinkingLevel regression." + }, + { + "left": "issue:53753", + "right": "issue:68545", + "accept": false, + "reason": "UI model-picker mapping bug and a memory/performance regression are unrelated." + }, + { + "left": "issue:37388", + "right": "issue:53140", + "accept": false, + "reason": "Log rotation on date change is unrelated to WhatsApp auto-reply takeover." + }, + { + "left": "issue:53310", + "right": "issue:63274", + "accept": false, + "reason": "Different delivery channels and failures: Feishu card parse error vs Telegram delivery breakage." + }, + { + "left": "issue:31273", + "right": "issue:51640", + "accept": false, + "reason": "Both involve ACP/ACPX, but one is NO_SESSION creation failure and the other is permissionMode forwarding." + }, + { + "left": "issue:64850", + "right": "issue:65843", + "accept": false, + "reason": "Runtime backend unavailable and remote ACP pairing failure are different code paths." + }, + { + "left": "issue:35975", + "right": "issue:50345", + "accept": false, + "reason": "Both mention thinking/redacted_thinking, but the reported flows and failures differ enough to keep separate." + }, + { + "left": "issue:65686", + "right": "issue:66090", + "accept": false, + "reason": "Cron outbound text handling is unrelated to WhatsApp media sending." + }, + { + "left": "issue:33157", + "right": "issue:67798", + "accept": false, + "reason": "Token-missing redirect in the web UI is not the same as Codex OAuth rejection on VPS." + }, + { + "left": "issue:32838", + "right": "issue:64528", + "accept": false, + "reason": "Missing hook file and per-agent workspace isolation are distinct bugs." + }, + { + "left": "issue:51126", + "right": "issue:66131", + "accept": false, + "reason": "Model-command parsing and gateway plugin config validation do not share the same underlying defect." + }, + { + "left": "issue:67936", + "right": "issue:68285", + "accept": false, + "reason": "Matrix startup breakage and high-CPU/broken-tools regression are different issues." + }, + { + "left": "issue:23538", + "right": "issue:51056", + "accept": false, + "reason": "Both are auth 401s, but Anthropic bearer-token failure and OpenRouter missing-header failure are separate." + }, + { + "left": "issue:30922", + "right": "issue:65974", + "accept": false, + "reason": "Hardcoded version display is unrelated to an empty/unspecified issue." + }, + { + "left": "issue:53876", + "right": "issue:67241", + "accept": false, + "reason": "Telegram config after upgrade and BlueBubbles Node 22 hook incompatibility are unrelated." + }, + { + "left": "issue:65052", + "right": "issue:65949", + "accept": false, + "reason": "Both concern session/tool state, but vision-tool stalling and Discord browser-capability persistence are different bugs." + }, + { + "left": "issue:29363", + "right": "issue:30335", + "accept": false, + "reason": "Subagent file injection and edit-tool file lookup failure are separate behaviors." + }, + { + "left": "issue:26895", + "right": "issue:31440", + "accept": false, + "reason": "Legacy session-key recreation and cross-channel session sharing are different session bugs." + }, + { + "left": "issue:29727", + "right": "issue:66254", + "accept": false, + "reason": "Sub-agent allowed-none config failure is not the same as WeCom setup/token-state display." + }, + { + "left": "issue:32871", + "right": "issue:68413", + "accept": false, + "reason": "API format mismatch and first-chunk timeout are different failure modes." + }, + { + "left": "issue:19598", + "right": "issue:53556", + "accept": false, + "reason": "Slack thread support feature request is unrelated to backward-compatibility suggestions." + }, + { + "left": "issue:35300", + "right": "issue:66740", + "accept": false, + "reason": "Feishu heartbeat misdelivery and Google model context metadata are unrelated." + }, + { + "left": "issue:59257", + "right": "issue:64293", + "accept": false, + "reason": "Ignored cron model override and always-running heartbeat are distinct scheduling bugs." + }, + { + "left": "issue:57066", + "right": "issue:67423", + "accept": false, + "reason": "OpenRouter alias resolution and auth-router apiKey lookup are different problems." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 209, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:29552", + "issue:30025", + "issue:30922", + "issue:31247", + "issue:32532", + "issue:32753", + "issue:32892", + "issue:32998", + "issue:34528", + "issue:35300", + "issue:35389", + "issue:36057", + "issue:49705", + "issue:49890", + "issue:50129", + "issue:51189", + "issue:51511", + "issue:51558", + "issue:52511", + "issue:52565", + "issue:53010", + "issue:53480", + "issue:53556", + "issue:62296", + "issue:63124", + "issue:63314", + "issue:63317", + "issue:63572", + "issue:64070", + "issue:64528", + "issue:64581", + "issue:64788", + "issue:64799", + "issue:65379", + "issue:65613", + "issue:65701", + "issue:65890", + "issue:65917", + "issue:66254", + "issue:66356", + "issue:66892", + "issue:67056", + "issue:67742", + "issue:68003", + "issue:68081", + "issue:68472", + "issue:68536", + "issue:68616" + ], + "soft_pairs": [ + "issue:63317|issue:65890", + "issue:35389|issue:68081", + "issue:31247|issue:65613", + "issue:66254|issue:66356", + "issue:29552|issue:32998", + "issue:53010|issue:53556", + "issue:53480|issue:63124", + "issue:30025|issue:65917", + "issue:32892|issue:68616", + "issue:51558|issue:52565", + "issue:64070|issue:67742", + "issue:64788|issue:65379", + "issue:68472|issue:68536", + "issue:36057|issue:67056", + "issue:51511|issue:52511", + "issue:63572|issue:64581", + "issue:32753|issue:64528", + "issue:34528|issue:35300", + "issue:64799|issue:66892", + "issue:30922|issue:49890", + "issue:65701|issue:68003", + "issue:51189|issue:62296", + "issue:32532|issue:49705", + "issue:50129|issue:63314" + ], + "prepared_review_unit_hash": "c0ea850bdff048b0aa30df2da24a4b65afb5535bdb84f9c2a5dba84a680e9d95", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 35058, + "estimated_input_tokens": 8765, + "estimated_eval_tokens": 17786 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "No soft pair looks like the same underlying bug/change; they mostly share broad words like version, setup, browser, or connector but diverge on concrete failure mode, subsystem, or platform. Reject all soft edges. No PRs are present. If a single issue had to be the best-written representative, #65890 is the clearest, but it is not a canonical duplicate for the cluster.", + "confidence": 0.95, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": "#65890 is the most concrete and actionable report (specific QMD memory-search fallback cause and behavior), but it does not match the other issues closely enough to serve as a duplicate canonical.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:63317", + "right": "issue:65890", + "accept": false, + "reason": "Both involve QMD/memory search, but #63317 is empty results on a healthy index while #65890 is a managed-collection fallback mismatch; different root cause." + }, + { + "left": "issue:35389", + "right": "issue:68081", + "accept": false, + "reason": "Both mention ACP failures, but one is silent session failure/code 5 and the other is Codex/macOS identity-reconcile/TURN_FAILED; not the same bug." + }, + { + "left": "issue:31247", + "right": "issue:65613", + "accept": false, + "reason": "Unrelated subsystems: dashboard schema/usage issues vs Discord stale-socket health-monitor restarts." + }, + { + "left": "issue:66254", + "right": "issue:66356", + "accept": false, + "reason": "Both are setup-wizard complaints, but for different providers and different symptoms; not one underlying defect." + }, + { + "left": "issue:29552", + "right": "issue:32998", + "accept": false, + "reason": "Version mismatch is unrelated to the TUI message-response failure." + }, + { + "left": "issue:53010", + "right": "issue:53556", + "accept": false, + "reason": "Feature request for Wechat image sending vs a general channel-compatibility suggestion; different change intent." + }, + { + "left": "issue:53480", + "right": "issue:63124", + "accept": false, + "reason": "Discord /reset thinkingLevel regression is unrelated to exec-tool SIGKILL on CLI subcommands." + }, + { + "left": "issue:30025", + "right": "issue:65917", + "accept": false, + "reason": "The right item is blank/underspecified, and there is no evidence it is the same connection error bug." + }, + { + "left": "issue:32892", + "right": "issue:68616", + "accept": false, + "reason": "OpenAI Codex provider-plugin auth failure is unrelated to the blank-titled issue." + }, + { + "left": "issue:51558", + "right": "issue:52565", + "accept": false, + "reason": "WhatsApp listener visibility problem is unrelated to control-UI button event binding failure." + }, + { + "left": "issue:64070", + "right": "issue:67742", + "accept": false, + "reason": "Doctor missing ARM64 runtime dep vs fallbacking to Opus 4.6 are different failures in different code paths." + }, + { + "left": "issue:64788", + "right": "issue:65379", + "accept": false, + "reason": "Both are browser/CDP connectivity issues, but one is launchd-specific and the other is Linux proxy-agent reachability; distinct root causes." + }, + { + "left": "issue:68472", + "right": "issue:68536", + "accept": false, + "reason": "Session model overrides being lost is unrelated to WhatsApp reply-media filename staging." + }, + { + "left": "issue:36057", + "right": "issue:67056", + "accept": false, + "reason": "Both touch provider plumbing, but one drops tool_choice on streamSimple and the other loses image-runtime headers; different code paths." + }, + { + "left": "issue:51511", + "right": "issue:52511", + "accept": false, + "reason": "Custom-agent hijack and browser-control permission loss are separate session/control problems." + }, + { + "left": "issue:63572", + "right": "issue:64581", + "accept": false, + "reason": "Cross-OS path migration/doctor stale paths is not the same as SSH sandbox injecting the wrong workspace into the prompt." + }, + { + "left": "issue:32753", + "right": "issue:64528", + "accept": false, + "reason": "Slash-command inline arg handling is unrelated to session-memory workspace isolation." + }, + { + "left": "issue:34528", + "right": "issue:35300", + "accept": false, + "reason": "Feishu reaction message_id suffix 400s and webchat heartbeat misdelivery are different event/message-routing bugs." + }, + { + "left": "issue:64799", + "right": "issue:66892", + "accept": false, + "reason": "Volcengine model resolution failure and MiniMax tool-call ID format error are unrelated model/provider issues." + }, + { + "left": "issue:30922", + "right": "issue:49890", + "accept": false, + "reason": "Hardcoded version mismatch is unrelated to the blank-titled bug report." + }, + { + "left": "issue:65701", + "right": "issue:68003", + "accept": false, + "reason": "Duplicate Telegram messages vs duplicated section titles in Control UI are unrelated symptoms." + }, + { + "left": "issue:51189", + "right": "issue:62296", + "accept": false, + "reason": "Both mention missing event hooks, but Feishu agent_end and memory-core before_agent_reply are different systems and failure modes." + }, + { + "left": "issue:32532", + "right": "issue:49705", + "accept": false, + "reason": "Relay startup deadlock and DevToolsActivePort failure are both browser-startup related but not the same underlying bug." + }, + { + "left": "issue:50129", + "right": "issue:63314", + "accept": false, + "reason": "Slack DM attachment loss and WhatsApp media send failure are separate connector-specific bugs." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 210, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:29670", + "issue:32113", + "issue:32812", + "issue:32838", + "issue:33856", + "issue:33862", + "issue:33943", + "issue:34331", + "issue:37546", + "issue:37566", + "issue:44496", + "issue:50464", + "issue:51619", + "issue:53235", + "issue:53425", + "issue:53466", + "issue:53641", + "issue:53669", + "issue:59162", + "issue:59943", + "issue:62535", + "issue:63101", + "issue:63366", + "issue:63620", + "issue:63704", + "issue:64602", + "issue:64671", + "issue:64982", + "issue:65177", + "issue:65277", + "issue:65408", + "issue:65533", + "issue:65558", + "issue:65602", + "issue:65603", + "issue:66784", + "issue:66832", + "issue:67088", + "issue:67092", + "issue:67562", + "issue:67574", + "issue:67705", + "issue:67786", + "issue:67798", + "issue:68059", + "issue:68141", + "issue:68185" + ], + "soft_pairs": [ + "issue:32812|issue:50464", + "issue:53669|issue:65602", + "issue:63366|issue:64982", + "issue:53466|issue:59162", + "issue:65558|issue:68059", + "issue:67574|issue:67705", + "issue:63620|issue:63704", + "issue:32113|issue:32838", + "issue:64602|issue:65277", + "issue:64671|issue:68141", + "issue:33856|issue:37546", + "issue:53641|issue:66832", + "issue:33862|issue:33943", + "issue:34331|issue:53235", + "issue:37566|issue:51619", + "issue:44496|issue:59943", + "issue:53425|issue:65177", + "issue:62535|issue:63101", + "issue:65408|issue:67092", + "issue:65603|issue:66784", + "issue:67786|issue:67798", + "issue:29670|issue:67088", + "issue:62535|issue:67562", + "issue:65533|issue:68185" + ], + "prepared_review_unit_hash": "fa36f006b26caa26af22183bf1877a00ce796a510ad0fb8423914023ac5303f8", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 24, + "serialized_chars": 34667, + "estimated_input_tokens": 8667, + "estimated_eval_tokens": 17590 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "All proposed soft matches are false positives. The titles share generic subsystem words (e.g. Feishu, Dreaming, TUI, OAuth, allowlist), but each pair describes a different concrete bug or feature request, so there is no clear duplicate cluster here.", + "confidence": 0.97, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": null, + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:32812", + "right": "issue:50464", + "accept": false, + "reason": "Different problems: dashboard save-button issue vs account relink/client-block login problem." + }, + { + "left": "issue:53669", + "right": "issue:65602", + "accept": false, + "reason": "Both involve scheduling/config logic, but one is cron timezone conversion and the other is resourceLoader state overwrite." + }, + { + "left": "issue:63366", + "right": "issue:64982", + "accept": false, + "reason": "Shared allowlist wording only; one is a runtime DM-policy leak, the other is a doctor advisory/message." + }, + { + "left": "issue:53466", + "right": "issue:59162", + "accept": false, + "reason": "Both are auth-related, but one is stale credentials overwriting re-auth and the other is approval IDs expiring." + }, + { + "left": "issue:65558", + "right": "issue:68059", + "accept": false, + "reason": "Different areas: MiniMax OAuth onboarding vs Playwright browser snapshot API mismatch." + }, + { + "left": "issue:67574", + "right": "issue:67705", + "accept": false, + "reason": "Unrelated failures: install-daemon/channel setup error vs docs-link formatting crash." + }, + { + "left": "issue:63620", + "right": "issue:63704", + "accept": false, + "reason": "Both hit the UI, but one is an overlay blocking the page and the other is a syntax error switching config modes." + }, + { + "left": "issue:32113", + "right": "issue:32838", + "accept": false, + "reason": "Different missing-file bugs in different package/hook paths; no shared concrete code path." + }, + { + "left": "issue:64602", + "right": "issue:65277", + "accept": false, + "reason": "Same Dreaming area, but one is idempotencyKey validation and the other is duplicate session creation from scheduling." + }, + { + "left": "issue:64671", + "right": "issue:68141", + "accept": false, + "reason": "Feature request to add a CLI command vs websocket file access feature; not duplicates." + }, + { + "left": "issue:33856", + "right": "issue:37546", + "accept": false, + "reason": "Both mention message flow, but one is pinned-recipient streaming disappearance and the other is a generic ordering conflict error." + }, + { + "left": "issue:53641", + "right": "issue:66832", + "accept": false, + "reason": "Discord attachment drop vs log redaction leakage are unrelated bugs." + }, + { + "left": "issue:33862", + "right": "issue:33943", + "accept": false, + "reason": "Both are Feishu-related, but one is allowlist policy behavior on Windows and the other is channel message delivery failure." + }, + { + "left": "issue:34331", + "right": "issue:53235", + "accept": false, + "reason": "Similar rendering language, but duplicate rendering after reconnect is not the same bug as responses disappearing in webchat." + }, + { + "left": "issue:37566", + "right": "issue:51619", + "accept": false, + "reason": "TUI push-message visibility issue vs mitmproxy integration LLM error are unrelated." + }, + { + "left": "issue:44496", + "right": "issue:59943", + "accept": false, + "reason": "Both concern image models, but the providers and failure modes differ (LM Studio recognition vs Ollama unknown model)." + }, + { + "left": "issue:53425", + "right": "issue:65177", + "accept": false, + "reason": "OAuth/tool-schema failure vs Feishu config migration bug; different code paths and symptoms." + }, + { + "left": "issue:62535", + "right": "issue:63101", + "accept": false, + "reason": "Both are config-validation issues, but they affect different products and settings." + }, + { + "left": "issue:65408", + "right": "issue:67092", + "accept": false, + "reason": "Control UI token-rotation/session persistence bug vs reasoning-text leakage bug; unrelated." + }, + { + "left": "issue:65603", + "right": "issue:66784", + "accept": false, + "reason": "Both are validator/schema problems, but one is LLM request schema rejection and the other is provider configSchema merging." + }, + { + "left": "issue:67786", + "right": "issue:67798", + "accept": false, + "reason": "Different auth failures in different integrations: Google Chat JWT webhook vs OpenAI Codex OAuth." + }, + { + "left": "issue:29670", + "right": "issue:67088", + "accept": false, + "reason": "Tailscale serve pairing requirement vs macOS GUI detection false positive are unrelated." + }, + { + "left": "issue:62535", + "right": "issue:67562", + "accept": false, + "reason": "Dreaming timezone config rejection vs Feishu target hardcoding in memory-core are different bugs." + }, + { + "left": "issue:65533", + "right": "issue:68185", + "accept": false, + "reason": "Both involve OpenRouter payloads, but one is missing reasoning history and the other is incomplete turn payloads from a native model." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 211, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:30922", + "issue:31096", + "issue:32678", + "issue:33526", + "issue:34961", + "issue:35300", + "issue:35959", + "issue:36057", + "issue:43680", + "issue:50017", + "issue:51151", + "issue:51481", + "issue:52257", + "issue:52565", + "issue:53745", + "issue:53871", + "issue:61005", + "issue:63372", + "issue:63740", + "issue:63883", + "issue:64251", + "issue:64381", + "issue:64698", + "issue:64699", + "issue:64836", + "issue:65277", + "issue:65470", + "issue:65582", + "issue:65687", + "issue:65733", + "issue:65920", + "issue:65948", + "issue:66151", + "issue:66635", + "issue:66674", + "issue:66806", + "issue:66957", + "issue:67028", + "issue:67241", + "issue:67260", + "issue:67288", + "issue:67576", + "issue:67688", + "issue:67745", + "issue:68074", + "issue:68183", + "issue:68209", + "issue:68476" + ], + "soft_pairs": [ + "issue:64836|issue:66806", + "issue:34961|issue:66635", + "issue:30922|issue:52565", + "issue:65277|issue:68074", + "issue:50017|issue:67260", + "issue:51481|issue:63372", + "issue:66674|issue:67688", + "issue:66957|issue:67288", + "issue:31096|issue:65948", + "issue:64251|issue:68209", + "issue:36057|issue:67745", + "issue:51151|issue:61005", + "issue:53871|issue:67241", + "issue:35959|issue:53745", + "issue:63740|issue:66151", + "issue:65687|issue:67576", + "issue:64381|issue:65733", + "issue:32678|issue:63883", + "issue:43680|issue:65920", + "issue:52257|issue:67028", + "issue:64699|issue:65470", + "issue:65582|issue:68183", + "issue:64698|issue:68476", + "issue:33526|issue:35300" + ], + "prepared_review_unit_hash": "987cbdee7af9c4c2e62b5de6102b37ca98707c56fe59a674363f770b03d58a52", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 35272, + "estimated_input_tokens": 8818, + "estimated_eval_tokens": 17892 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This cluster is mostly a set of unrelated bug reports that only share broad subsystem keywords. The only clear duplicate pair is the Telegram mention-filtering/group-mention issue; the rest should stay separate.", + "confidence": 0.94, + "canonical_issue_reason": "Issue 64698 is the best representative: it clearly describes the Telegram group-mention filtering bug, includes the configuration knob, and is more specific than the shorter duplicate report.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 64698 is the strongest standalone issue in this cluster because it is detailed, actionable, and maps cleanly to the duplicate Telegram mention-filtering problem.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:64836", + "right": "issue:66806", + "accept": false, + "reason": "Different failure modes: one is config lost after npm upgrade, the other is provider auth fallback to OpenAI with an Anthropic-only setup." + }, + { + "left": "issue:34961", + "right": "issue:66635", + "accept": false, + "reason": "Different products and code paths: Discord voice reply failures are unrelated to WhatsApp media send behavior." + }, + { + "left": "issue:30922", + "right": "issue:52565", + "accept": false, + "reason": "Both are UI bugs, but one is a hardcoded version label and the other is broken control buttons/event handling." + }, + { + "left": "issue:65277", + "right": "issue:68074", + "accept": false, + "reason": "Related to memory/dreaming, but one is runaway session creation while the other is a permission failure during cleanup." + }, + { + "left": "issue:50017", + "right": "issue:67260", + "accept": false, + "reason": "Both mention fallback, but the concrete bugs differ: invalid primary model handling versus long-lived Telegram-session fallback behavior." + }, + { + "left": "issue:51481", + "right": "issue:63372", + "accept": false, + "reason": "A TUI feature request and a memory-core model override feature are not the same underlying change." + }, + { + "left": "issue:66674", + "right": "issue:67688", + "accept": false, + "reason": "Both involve HTML/error handling around codex, but one is misreporting a raw HTML response as DNS failure and the other is a Cloudflare-challenge response on macOS." + }, + { + "left": "issue:66957", + "right": "issue:67288", + "accept": false, + "reason": "Both touch discovery gating, but one is replace-mode startup discovery and the other is per-request discovery in a specific provider." + }, + { + "left": "issue:31096", + "right": "issue:65948", + "accept": false, + "reason": "Unrelated messaging channels and failures: Telegram 403 send errors versus Discord empty-message/file-send errors." + }, + { + "left": "issue:64251", + "right": "issue:68209", + "accept": false, + "reason": "Different model-routing bugs: follow-up path failure in CLI-backed models versus context growth when switching model families." + }, + { + "left": "issue:36057", + "right": "issue:67745", + "accept": false, + "reason": "Both involve tool execution, but one drops tool_choice on streamSimple while the other fails to execute already-returned tool_calls." + }, + { + "left": "issue:51151", + "right": "issue:61005", + "accept": false, + "reason": "Gateway connectivity and Android onboarding button inactivity are unrelated user flows." + }, + { + "left": "issue:53871", + "right": "issue:67241", + "accept": false, + "reason": "Different platforms and bugs: Telegram channel config regression versus BlueBubbles attachment-download failure on Node 22.20+." + }, + { + "left": "issue:35959", + "right": "issue:53745", + "accept": false, + "reason": "Both affect Telegram flow, but one is a stale-socket replay loop and the other is a gateway freeze after nested subagent activity." + }, + { + "left": "issue:63740", + "right": "issue:66151", + "accept": false, + "reason": "Build artifact syntax corruption and missing runtime module errors are distinct runtime/build failures." + }, + { + "left": "issue:65687", + "right": "issue:67576", + "accept": false, + "reason": "Discord voice conversation breakage is unrelated to OpenRouter provider selection fallback." + }, + { + "left": "issue:64381", + "right": "issue:65733", + "accept": false, + "reason": "One is plugin exclusion preventing startup; the other is plugin discovery performance on Windows." + }, + { + "left": "issue:32678", + "right": "issue:63883", + "accept": false, + "reason": "Different configuration scopes: Feishu bindings routing versus groupPolicy allowlist application." + }, + { + "left": "issue:43680", + "right": "issue:65920", + "accept": false, + "reason": "One is explicit agent model overrides being ignored; the other is models list merge/overwrite behavior." + }, + { + "left": "issue:52257", + "right": "issue:67028", + "accept": false, + "reason": "A clipped authorization dialog and a transient WebChat message disappearance are not the same bug." + }, + { + "left": "issue:64699", + "right": "issue:65470", + "accept": false, + "reason": "One is a label/sessionKey mutual-exclusion bug; the other is a concurrency default causing serialized runs." + }, + { + "left": "issue:65582", + "right": "issue:68183", + "accept": false, + "reason": "Different environment-specific failures: macOS mkdir ENOENT versus Windows Docker API version mismatch." + }, + { + "left": "issue:64698", + "right": "issue:68476", + "accept": true, + "reason": "These describe the same Telegram group mention-filtering bug: requireMention=false is ignored, leaving no way to disable mention filtering." + }, + { + "left": "issue:33526", + "right": "issue:35300", + "accept": false, + "reason": "Feishu reply fallback behavior and Webchat heartbeat routing are different issues." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "Grounded overall. The duplicate call on 64698/68476 is well supported by the titles, and the other soft-edge rejections stay conservative and match the packet\u2019s issue descriptions. No PR-pair mergeability concerns here." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 212, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:21985", + "issue:29367", + "issue:30773", + "issue:31425", + "issue:31440", + "issue:32493", + "issue:33272", + "issue:34537", + "issue:35283", + "issue:36935", + "issue:37548", + "issue:48473", + "issue:50253", + "issue:50937", + "issue:50999", + "issue:51656", + "issue:51809", + "issue:52162", + "issue:52292", + "issue:53169", + "issue:53494", + "issue:53646", + "issue:53753", + "issue:53883", + "issue:53958", + "issue:57033", + "issue:63101", + "issue:63572", + "issue:64187", + "issue:64476", + "issue:64982", + "issue:64991", + "issue:65075", + "issue:65225", + "issue:65466", + "issue:65666", + "issue:66097", + "issue:66470", + "issue:66625", + "issue:66740", + "issue:66822", + "issue:66895", + "issue:67598", + "issue:68027", + "issue:68073", + "issue:68119", + "issue:68232", + "issue:68475" + ], + "soft_pairs": [ + "issue:50999|issue:68027", + "issue:35283|issue:68232", + "issue:36935|issue:68475", + "issue:51656|issue:66740", + "issue:64187|issue:64476", + "issue:64991|issue:66470", + "issue:64476|issue:66097", + "issue:65466|issue:66625", + "issue:50937|issue:68073", + "issue:51809|issue:52292", + "issue:53753|issue:53883", + "issue:31440|issue:68119", + "issue:53169|issue:63572", + "issue:30773|issue:67598", + "issue:34537|issue:65666", + "issue:52162|issue:66822", + "issue:21985|issue:66895", + "issue:48473|issue:53494", + "issue:33272|issue:57033", + "issue:29367|issue:65075", + "issue:31425|issue:65225", + "issue:32493|issue:64982", + "issue:35283|issue:53646", + "issue:37548|issue:63101", + "issue:50253|issue:53958" + ], + "prepared_review_unit_hash": "3cc3b3d4f770d24cf083b589674d9d50e6faf6ae241ed04e023cbcfd197d2673", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 25, + "serialized_chars": 35245, + "estimated_input_tokens": 8812, + "estimated_eval_tokens": 17880 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "All proposed soft edges are false positives; the paired issues describe different bugs, different subsystems, or only superficially similar symptoms. No duplicate cluster is supported here.", + "confidence": 0.98, + "canonical_issue_reason": "No single canonical issue is warranted: none of the soft-pair candidates are the same underlying bug, so there is nothing to collapse into one issue.", + "canonical_pr_reason": null, + "best_issue_reason": "No global best issue for deduping: the items are heterogeneous, and the most detailed tickets are still about different failures rather than one shared root cause.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:50999", + "right": "issue:68027", + "accept": false, + "reason": "Both mention Telegram/browser instability, but one is Telegram polling on macOS and the other is attachOnly CDP profile detection; different code paths and symptoms." + }, + { + "left": "issue:35283", + "right": "issue:68232", + "accept": false, + "reason": "Both involve sessions/restarts, but 35283 is gateway restart restoring Telegram group sessions; 68232 is config edits hot-reloading Telegram and wiping in-memory context." + }, + { + "left": "issue:36935", + "right": "issue:68475", + "accept": false, + "reason": "Different platforms and bugs: Slack duplicate DMs with reply_to tags vs Discord duplicate file delivery from MEDIA directives." + }, + { + "left": "issue:51656", + "right": "issue:66740", + "accept": false, + "reason": "Both are image/provider related, but 51656 is tool routing/vision fallback and 66740 is an incorrect Google model context-window display." + }, + { + "left": "issue:64187", + "right": "issue:64476", + "accept": false, + "reason": "Both are Windows issues, but one is sqlite reindex swap EBUSY in memory search and the other is gateway RPC timeouts/failures." + }, + { + "left": "issue:64991", + "right": "issue:66470", + "accept": false, + "reason": "Gemini OAuth communication failure is unrelated to TUI/webchat getting stuck in pondering after a turn completes." + }, + { + "left": "issue:64476", + "right": "issue:66097", + "accept": false, + "reason": "Gateway RPC timeout/failure and attachOnly CDP profile detection are separate problems in different subsystems." + }, + { + "left": "issue:65466", + "right": "issue:66625", + "accept": false, + "reason": "Both concern image tools, but one is empty image describe across providers and the other is a Minimax VLM-specific failure." + }, + { + "left": "issue:50937", + "right": "issue:68073", + "accept": false, + "reason": "CI Feishu/Matrix test failures are unrelated to plugin update/install upgrade-path issues." + }, + { + "left": "issue:51809", + "right": "issue:52292", + "accept": false, + "reason": "Dashboard model-picker prefix bug and duplicate image sends from a skill are unrelated behaviors." + }, + { + "left": "issue:53753", + "right": "issue:53883", + "accept": false, + "reason": "Provider/model ID concatenation in the model picker is unrelated to SecretRef validation errors on save." + }, + { + "left": "issue:31440", + "right": "issue:68119", + "accept": false, + "reason": "Telegram/Webchat session separation does not match the other issue, whose title is malformed and gives no evidence of the same bug." + }, + { + "left": "issue:53169", + "right": "issue:63572", + "accept": false, + "reason": "Upgrade failure from a renamed gateway entrypoint is not the same as a missing migration-guide path rewrite step." + }, + { + "left": "issue:30773", + "right": "issue:67598", + "accept": false, + "reason": "Both involve cron isolated sessions, but one is a write-tool false error after file creation and the other is an ignored model override." + }, + { + "left": "issue:34537", + "right": "issue:65666", + "accept": false, + "reason": "TUI not displaying output without is unrelated to iframe auth-token blocking with 401 Unauthorized." + }, + { + "left": "issue:52162", + "right": "issue:66822", + "accept": false, + "reason": "Proxy-handling failure for remote embeddings is a different bug from batch concurrency being ignored during indexing." + }, + { + "left": "issue:21985", + "right": "issue:66895", + "accept": false, + "reason": "Cross-provider failover creating a phantom toolResult is different from modelOverrideSource staying 'auto' after failover." + }, + { + "left": "issue:48473", + "right": "issue:53494", + "accept": false, + "reason": "Plugin HTTP route 404s from registry mismatch are not the same as registerTool state being lost after an image message." + }, + { + "left": "issue:33272", + "right": "issue:57033", + "accept": false, + "reason": "Unsupported reasoning_effort on custom providers is unrelated to Native Google sending an OpenAI-only store field." + }, + { + "left": "issue:29367", + "right": "issue:65075", + "accept": false, + "reason": "Default subagent workspace inheritance differs from cron isolated session workspace fallback; related theme, but not the same bug." + }, + { + "left": "issue:31425", + "right": "issue:65225", + "accept": false, + "reason": "A persisted light-context flag and a cron task stuck running are different failure modes." + }, + { + "left": "issue:32493", + "right": "issue:64982", + "accept": false, + "reason": "Slack JSON manifest framing issues are unrelated to doctor warnings about plugins.allow being an exclusive allowlist." + }, + { + "left": "issue:35283", + "right": "issue:53646", + "accept": false, + "reason": "Both mention session changes, but one is restoration after gateway restart and the other is /compact creating a new session in Control UI." + }, + { + "left": "issue:37548", + "right": "issue:63101", + "accept": false, + "reason": "Duplicate Feishu plugin IDs and Feishu config validation after upgrade are different issues." + }, + { + "left": "issue:50253", + "right": "issue:53958", + "accept": false, + "reason": "IPv6 bind support is unrelated to showing the config file path in Overview." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 213, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:21985", + "issue:24662", + "issue:30247", + "issue:31293", + "issue:31486", + "issue:31704", + "issue:32739", + "issue:32838", + "issue:33089", + "issue:33272", + "issue:33468", + "issue:35768", + "issue:35859", + "issue:37465", + "issue:40343", + "issue:43305", + "issue:48479", + "issue:50937", + "issue:51569", + "issue:51810", + "issue:53455", + "issue:53480", + "issue:53785", + "issue:57066", + "issue:62685", + "issue:63026", + "issue:63079", + "issue:63686", + "issue:63740", + "issue:63768", + "issue:64009", + "issue:64618", + "issue:64945", + "issue:64973", + "issue:65363", + "issue:65499", + "issue:65564", + "issue:65608", + "issue:66050", + "issue:66507", + "issue:66533", + "issue:66579", + "issue:66752", + "issue:66936", + "issue:67759", + "issue:68239", + "issue:68314" + ], + "soft_pairs": [ + "issue:50937|issue:53785", + "issue:57066|issue:66579", + "issue:64009|issue:64973", + "issue:31293|issue:64618", + "issue:35768|issue:51569", + "issue:31704|issue:33089", + "issue:63026|issue:65499", + "issue:24662|issue:53455", + "issue:35859|issue:40343", + "issue:62685|issue:63686", + "issue:51810|issue:66936", + "issue:33468|issue:63079", + "issue:48479|issue:65363", + "issue:21985|issue:53480", + "issue:24662|issue:67759", + "issue:30247|issue:32739", + "issue:37465|issue:43305", + "issue:65564|issue:66533", + "issue:63740|issue:66752", + "issue:65608|issue:68314", + "issue:32838|issue:66050", + "issue:31486|issue:33272", + "issue:63768|issue:64945", + "issue:66507|issue:68239" + ], + "prepared_review_unit_hash": "b79fd40fea6622eaede529c615ce6057a16a67f704a7277a70270464e64bb2b1", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 24, + "serialized_chars": 34793, + "estimated_input_tokens": 8699, + "estimated_eval_tokens": 17654 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This set is not a true duplicate cluster: the items span many unrelated bugs and subsystems (Slack, Discord, Telegram, WebChat, packaging, auth, and provider-specific issues). All provided soft pairs are only superficially similar by wording and should be rejected.", + "confidence": 0.99, + "canonical_issue_reason": "No single canonical issue exists here; the issues describe different underlying defects in different channels, runtime paths, and packaging/auth flows.", + "canonical_pr_reason": null, + "best_issue_reason": "No global best issue candidate: none of these issues can represent the others because they do not share the same concrete bug or fix scope.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:50937", + "right": "issue:53785", + "accept": false, + "reason": "CI test failures for Feishu/Matrix vs missing Linux npm binary are unrelated release/packaging problems." + }, + { + "left": "issue:57066", + "right": "issue:66579", + "accept": false, + "reason": "OpenRouter alias resolution and WhatsApp auto-reply hook handling affect different code paths and behaviors." + }, + { + "left": "issue:64009", + "right": "issue:64973", + "accept": false, + "reason": "Both mention restarts, but one is Slack socket-mode stale connection and the other is a macOS Talk Mode config/token mismatch." + }, + { + "left": "issue:31293", + "right": "issue:64618", + "accept": false, + "reason": "`message:sent` hook not firing for agent replies is unrelated to a missing cron-job registration in Gateway startup." + }, + { + "left": "issue:35768", + "right": "issue:51569", + "accept": false, + "reason": "Homebrew version metadata and OpenAI Codex OAuth proxy handling are different bugs in different layers." + }, + { + "left": "issue:31704", + "right": "issue:33089", + "accept": false, + "reason": "WhatsApp identity confusion is unrelated to truncated first-response/file-read behavior after `/new`." + }, + { + "left": "issue:63026", + "right": "issue:65499", + "accept": false, + "reason": "Web UI file upload routing to heartbeat channel is unrelated to malformed cross-signing UIA responses." + }, + { + "left": "issue:24662", + "right": "issue:53455", + "accept": false, + "reason": "Image paste not sent to agent and `` metadata leaking into WebChat UI are different WebChat issues." + }, + { + "left": "issue:35859", + "right": "issue:40343", + "accept": false, + "reason": "Telegram forwarding to WebChat and auto-compaction deleting delivered Telegram messages are distinct Telegram/WebChat problems." + }, + { + "left": "issue:62685", + "right": "issue:63686", + "accept": false, + "reason": "Both are Discord ACP/thread issues, but one is binding creation to Discord REST lookup and the other is thread-bound session invalidation; not the same defect." + }, + { + "left": "issue:51810", + "right": "issue:66936", + "accept": false, + "reason": "Telegram SecretRef doctor/update regression is unrelated to CLI secret-ref resolution hanging after completion." + }, + { + "left": "issue:33468", + "right": "issue:63079", + "accept": false, + "reason": "Google Chat startup crash from undefined object access is unrelated to a later Google Chat audience validation/non-response bug." + }, + { + "left": "issue:48479", + "right": "issue:65363", + "accept": false, + "reason": "Vertex auth misbehavior and Gemini CLI template-ID mapping failure are different provider integration bugs." + }, + { + "left": "issue:21985", + "right": "issue:53480", + "accept": false, + "reason": "Cross-provider failover corrupting tool results is unrelated to Discord `/reset` setting thinkingLevel=off and breaking tool calling." + }, + { + "left": "issue:24662", + "right": "issue:67759", + "accept": false, + "reason": "Image paste delivery and image recognition with a DashScope base URL are separate WebChat image workflows." + }, + { + "left": "issue:30247", + "right": "issue:32739", + "accept": false, + "reason": "Feishu WebSocket `client.on` failure and Slack Socket Mode infinite restart loop are unrelated provider-specific socket bugs." + }, + { + "left": "issue:37465", + "right": "issue:43305", + "accept": false, + "reason": "k2p5 invalid tool-call format and OpenAI Responses string-too-long after tool calls are distinct tool-call validation failures." + }, + { + "left": "issue:65564", + "right": "issue:66533", + "accept": false, + "reason": "Heartbeat isolated-session transcript reuse and WebChat session selector showing heartbeat are related only by naming, not by the same bug." + }, + { + "left": "issue:63740", + "right": "issue:66752", + "accept": false, + "reason": "Dist source corruption causing SyntaxError is unrelated to ARM64 npm global install missing module error." + }, + { + "left": "issue:65608", + "right": "issue:68314", + "accept": false, + "reason": "Matrix crypto build failure on pnpm vs false broken-lockfile on `--no-optional` are different pnpm/package-manager issues." + }, + { + "left": "issue:32838", + "right": "issue:66050", + "accept": false, + "reason": "Missing advisory scope file in hook packaging is unrelated to managed browser CDP websocket reachability." + }, + { + "left": "issue:31486", + "right": "issue:33272", + "accept": false, + "reason": "Custom-provider image tool support and reasoning_effort being sent to unsupported endpoints are different provider capability bugs." + }, + { + "left": "issue:63768", + "right": "issue:64945", + "accept": false, + "reason": "Update completion cache refresh missing markdown file and qa-lab packaging regression breaking CLI startup are separate packaging/update issues." + }, + { + "left": "issue:66507", + "right": "issue:68239", + "accept": false, + "reason": "Shared session between WeChat and Feishu channels and duplicate accumulation in a webchat session are not the same underlying defect." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 214, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:19598", + "issue:22003", + "issue:25371", + "issue:30923", + "issue:31043", + "issue:31440", + "issue:31598", + "issue:32245", + "issue:32430", + "issue:34449", + "issue:35095", + "issue:45064", + "issue:51084", + "issue:51205", + "issue:52454", + "issue:52766", + "issue:53644", + "issue:53956", + "issue:57898", + "issue:62678", + "issue:62762", + "issue:63079", + "issue:63422", + "issue:63540", + "issue:63561", + "issue:63602", + "issue:63609", + "issue:63896", + "issue:63921", + "issue:64244", + "issue:64287", + "issue:64407", + "issue:65079", + "issue:65742", + "issue:66092", + "issue:66159", + "issue:66314", + "issue:66356", + "issue:66370", + "issue:66510", + "issue:66588", + "issue:67002", + "issue:67035", + "issue:67414", + "issue:67817", + "issue:67984", + "issue:68059" + ], + "soft_pairs": [ + "issue:65079|issue:67984", + "issue:66370|issue:67414", + "issue:32430|issue:34449", + "issue:62678|issue:63921", + "issue:45064|issue:66159", + "issue:66510|issue:67035", + "issue:52766|issue:53644", + "issue:62762|issue:64407", + "issue:19598|issue:67002", + "issue:22003|issue:31440", + "issue:32245|issue:63602", + "issue:51084|issue:52454", + "issue:53956|issue:63540", + "issue:66588|issue:68059", + "issue:30923|issue:64244", + "issue:35095|issue:63079", + "issue:63422|issue:64287", + "issue:52766|issue:63561", + "issue:57898|issue:63609", + "issue:63896|issue:66092", + "issue:66356|issue:67817", + "issue:31043|issue:65742", + "issue:25371|issue:66314", + "issue:31598|issue:51205" + ], + "prepared_review_unit_hash": "e88ffba8b3d718fe752d2346f5208e9dfd51178030543245780c76c1af29f40e", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 24, + "serialized_chars": 35087, + "estimated_input_tokens": 8772, + "estimated_eval_tokens": 17800 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Most pairs are not duplicates; they span different subsystems, symptoms, or even feature requests. Only issue:35095 and issue:63079 look like the same Google Chat webhook auth/audience-validation bug; all other soft edges should be rejected.", + "confidence": 0.92, + "canonical_issue_reason": "issue:35095 is the earliest and most specific report of the Google Chat inbound webhook 401/audience-validation failure, so it best represents the only true duplicate pair.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:35095 is the strongest issue to keep as the canonical tracker because it clearly states the concrete failure mode and has more discussion context than its duplicate.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:65079", + "right": "issue:67984", + "accept": false, + "reason": "Security-vulnerability/dependency hygiene vs npm install failure; different problems." + }, + { + "left": "issue:66370", + "right": "issue:67414", + "accept": false, + "reason": "Both touch images in Control UI, but one is disappearing-after-send/history-refresh and the other is blank previews plus reprocessing on history load; not the same bug." + }, + { + "left": "issue:32430", + "right": "issue:34449", + "accept": false, + "reason": "Race/order bug vs message-processing stall until next user message; distinct symptoms and likely different code paths." + }, + { + "left": "issue:62678", + "right": "issue:63921", + "accept": false, + "reason": "Content leaked to users vs raw session-corpus metadata surfaced in dreaming/REM; different output issues." + }, + { + "left": "issue:45064", + "right": "issue:66159", + "accept": false, + "reason": "OOM/memory leak on basic commands vs 100% CPU hang in doctor with large agents.list; not the same failure." + }, + { + "left": "issue:66510", + "right": "issue:67035", + "accept": false, + "reason": "Reading-indicator UI glitch vs Windows input/reply rendering regression; unrelated regressions." + }, + { + "left": "issue:52766", + "right": "issue:53644", + "accept": false, + "reason": "Local loopback handshake timeout for CLI RPC vs Discord websocket 1006 crash/reconnect failure; different transports and bugs." + }, + { + "left": "issue:62762", + "right": "issue:64407", + "accept": false, + "reason": "Both are gateway/connectivity related, but one is closed-before-connect repro and the other is CLI connect failure after heartbeat config changes; not one issue." + }, + { + "left": "issue:19598", + "right": "issue:67002", + "accept": false, + "reason": "Slack thread support feature request vs per-channel workspace feature request; unrelated changes." + }, + { + "left": "issue:22003", + "right": "issue:31440", + "accept": false, + "reason": "Session bleeding causing 401 auth errors vs sessions not shared between Telegram and Webchat; opposite behavior, different bug." + }, + { + "left": "issue:32245", + "right": "issue:63602", + "accept": false, + "reason": "Vertex embedded null/object error vs MCP inputSchema.type validation error; different components and code paths." + }, + { + "left": "issue:51084", + "right": "issue:52454", + "accept": false, + "reason": "Feishu document-reading issue vs Telegram direct thread propagation issue; unrelated." + }, + { + "left": "issue:53956", + "right": "issue:63540", + "accept": false, + "reason": "MiniMax reasoning-tag parsing vs TTS voiceCompatibility flag; different provider features." + }, + { + "left": "issue:66588", + "right": "issue:68059", + "accept": false, + "reason": "Browser plugin launch failure on Raspberry Pi 5 vs Playwright snapshot API incompatibility; different root causes." + }, + { + "left": "issue:30923", + "right": "issue:64244", + "accept": false, + "reason": "gpt-5.3-codex routing/payload blockers vs MiniMax image-tool routing bypass; different models and failures." + }, + { + "left": "issue:35095", + "right": "issue:63079", + "accept": true, + "reason": "Both describe the same Google Chat inbound auth problem: webhook requests fail with 401/audience validation despite matching audience." + }, + { + "left": "issue:63422", + "right": "issue:64287", + "accept": false, + "reason": "Sub-agent exec tool-call regression vs broken parentId chain in JSONL transcripts; distinct bugs." + }, + { + "left": "issue:52766", + "right": "issue:63561", + "accept": false, + "reason": "Gateway handshake timeout vs false systemd-unavailable detection in status/install; different issues." + }, + { + "left": "issue:57898", + "right": "issue:63609", + "accept": false, + "reason": "General instability complaint vs CLI commands hanging and getting SIGKILL; not a duplicate pair." + }, + { + "left": "issue:63896", + "right": "issue:66092", + "accept": false, + "reason": "Media allowlist/temp-dir drop vs audioAsVoice flag loss; different TTS pipeline problems." + }, + { + "left": "issue:66356", + "right": "issue:67817", + "accept": false, + "reason": "Guided setup skipping Discord token input vs service file missing DISCORD_BOT_TOKEN; related area but not the same bug." + }, + { + "left": "issue:31043", + "right": "issue:65742", + "accept": false, + "reason": "Signal /approve ID mismatch vs pdf tool unknown model for custom provider; unrelated." + }, + { + "left": "issue:25371", + "right": "issue:66314", + "accept": false, + "reason": "OpenRouter 402 misclassified as context overflow vs billing cooldown path bypassing billing-message formatting; different error-handling bugs." + }, + { + "left": "issue:31598", + "right": "issue:51205", + "accept": false, + "reason": "Empty local VLLM response vs CLI/models switching errors; different symptoms and components." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "Grounded in the packet. The only accepted duplicate pair, issue:35095 \u2194 issue:63079, is well supported by the titles, and the other soft-edge rejections are conservative given the available evidence. No PR mergeability concerns apply." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 215, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:29670", + "issue:30773", + "issue:30816", + "issue:30844", + "issue:30922", + "issue:32449", + "issue:33349", + "issue:34243", + "issue:34324", + "issue:35859", + "issue:44496", + "issue:47650", + "issue:50651", + "issue:50888", + "issue:50966", + "issue:51716", + "issue:52257", + "issue:52397", + "issue:52488", + "issue:52729", + "issue:53455", + "issue:53512", + "issue:53554", + "issue:53647", + "issue:53824", + "issue:56874", + "issue:58479", + "issue:63366", + "issue:63999", + "issue:64341", + "issue:64724", + "issue:64835", + "issue:65125", + "issue:65368", + "issue:65468", + "issue:65534", + "issue:65676", + "issue:65763", + "issue:66100", + "issue:66178", + "issue:66470", + "issue:67308", + "issue:67610", + "issue:67726", + "issue:67737", + "issue:68004", + "issue:68194", + "issue:68209" + ], + "soft_pairs": [ + "issue:53512|issue:65676", + "issue:66470|issue:68209", + "issue:30922|issue:52397", + "issue:33349|issue:34243", + "issue:34324|issue:65468", + "issue:47650|issue:52488", + "issue:56874|issue:65368", + "issue:30844|issue:50966", + "issue:52729|issue:67737", + "issue:32449|issue:65125", + "issue:29670|issue:63366", + "issue:29670|issue:64341", + "issue:33349|issue:67610", + "issue:35859|issue:53455", + "issue:44496|issue:65763", + "issue:50651|issue:65534", + "issue:51716|issue:68194", + "issue:52257|issue:53554", + "issue:58479|issue:66100", + "issue:63999|issue:66178", + "issue:30816|issue:67308", + "issue:50888|issue:53647", + "issue:64835|issue:68004", + "issue:30773|issue:53824", + "issue:64724|issue:67726" + ], + "prepared_review_unit_hash": "6e7e3f0816e2e6fb186e26034d8fbad29c6f6a4805883f1f3e0ba309231b32b9", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 25, + "serialized_chars": 35493, + "estimated_input_tokens": 8874, + "estimated_eval_tokens": 18004 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This set is not a true duplicate cluster: the items span many unrelated bugs across UI, auth/pairing, provider routing, cron/sandbox, messaging, and model/tooling. The soft edges are all only superficial semantic matches, so none should be merged.", + "confidence": 0.97, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": "Issue 58479 is the strongest standalone report in the set: it has a clear, specific symptom (approval succeeds but exec loses the approval / regenerates an id) and enough detail to be actionable. It is the most representative high-signal issue here, even though the overall cluster is heterogeneous.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:53512", + "right": "issue:65676", + "accept": false, + "reason": "Both mention model switching/turn-state problems, but one is about agent switch being ignored after context saturation while the other is a fallback-selection loop. Different code paths and failure modes." + }, + { + "left": "issue:66470", + "right": "issue:68209", + "accept": false, + "reason": "They both involve codex/gpt-5.4 behavior, but one is a stuck pondering state after completion and the other is runaway context growth plus workspace contamination when switching models. Not the same bug." + }, + { + "left": "issue:30922", + "right": "issue:52397", + "accept": false, + "reason": "The second item has no usable title/content signal, and the first is a version string display bug. No basis to treat these as the same issue." + }, + { + "left": "issue:33349", + "right": "issue:34243", + "accept": false, + "reason": "Both touch sandbox-related behavior, but one is missing full sandbox configuration for webhook-invoked agents while the other is a bundled-skills path escape error. Different underlying problems." + }, + { + "left": "issue:34324", + "right": "issue:65468", + "accept": false, + "reason": "Both describe duplicate deliveries, but one is WebChat replies also going to Telegram and the other is audio attachments being delivered twice on Telegram. Similar symptom, not clearly the same code path." + }, + { + "left": "issue:47650", + "right": "issue:52488", + "accept": false, + "reason": "These both mention scope/auth issues, but one is a broader regression with CLI scope validation and a missing webhook route, while the other is a missing operator.read scope after pairing. Not the same concrete bug." + }, + { + "left": "issue:56874", + "right": "issue:65368", + "accept": false, + "reason": "Both are update-related failures, but one is Discord voice module/config breakage and the other is plugin update failure from a missing hashed runtime chunk. Different subsystems." + }, + { + "left": "issue:30844", + "right": "issue:50966", + "accept": false, + "reason": "Both concern provider/model routing, but one is a hard-coded OAuth-provider routing bug and the other is failing to switch provider when the UI model changes. Related theme, different defect." + }, + { + "left": "issue:52729", + "right": "issue:67737", + "accept": false, + "reason": "Both are webhook/hook delivery problems, but one is a LINE webhook 404 from hooks.internal.enabled and the other is typed hooks not firing for WhatsApp. Different channels and mechanics." + }, + { + "left": "issue:32449", + "right": "issue:65125", + "accept": false, + "reason": "One is a 401 HMAC relay auth failure for the Chrome extension; the other is browser attach failing on macOS despite manual CDP working. Not the same bug." + }, + { + "left": "issue:29670", + "right": "issue:63366", + "accept": false, + "reason": "Both involve pairing/auth wording, but one is Control UI requiring pairing despite allowTailscale=true while the other is stale operator.read scope warnings after pairing. Different symptom and likely different code path." + }, + { + "left": "issue:29670", + "right": "issue:64341", + "accept": false, + "reason": "The second issue lacks a meaningful title/content, so there is no evidence it matches the Control UI pairing bug in the first issue." + }, + { + "left": "issue:33349", + "right": "issue:67610", + "accept": false, + "reason": "Both are sandbox/plugin-related, but one is missing full sandbox configuration and the other throws in requireSandboxBackendFactory during startup after plugin registration. Different lifecycle point and failure." + }, + { + "left": "issue:35859", + "right": "issue:53455", + "accept": false, + "reason": "One is duplicate WebChat delivery to Telegram, the other is a WebChat UI metadata block being shown after replies. Both are WebChat-related but clearly different bugs." + }, + { + "left": "issue:44496", + "right": "issue:65763", + "accept": false, + "reason": "One is an image model recognition issue with LM Studio deployed models; the other is provider-registered models being rejected as not allowed unless an alias is used. Different model selection/compatibility problems." + }, + { + "left": "issue:50651", + "right": "issue:65534", + "accept": false, + "reason": "One is duplicate model IDs hidden from a dropdown; the other is reasoning:true models excluded from provider-filtered output. Different filtering logic." + }, + { + "left": "issue:51716", + "right": "issue:68194", + "accept": false, + "reason": "Both are streaming/message delivery issues, but one is Signal SSE failing on Node 24 and the other is Matrix sync stalling after initial catchup. Different transport and failure mode." + }, + { + "left": "issue:52257", + "right": "issue:53554", + "accept": false, + "reason": "These are both Control UI/WebChat UI issues, but one is an authorization popup overflowing the browser viewport and the other is message box width auto-sizing. Pure UI polish, not the same bug." + }, + { + "left": "issue:58479", + "right": "issue:66100", + "accept": false, + "reason": "One is an approval consumption/id-regeneration bug in Control UI; the other is an Android bootstrap-token auth loop on plain LAN ws://. Unrelated auth flows." + }, + { + "left": "issue:63999", + "right": "issue:66178", + "accept": false, + "reason": "Both involve raw tool-call markup leaking into chat, but they reference different model/runtime paths (Qwen tool XML vs MemPalace MCP blocks). Similar symptom, insufficient evidence of one underlying bug." + }, + { + "left": "issue:30816", + "right": "issue:67308", + "accept": false, + "reason": "The first is a Discord timeout/duplicate-delivery bug; the second is a heartbeat file causing token burn. Completely different issues." + }, + { + "left": "issue:50888", + "right": "issue:53647", + "accept": false, + "reason": "Both involve isolated cron/sub-agent execution, but one is an empty payload from a sub-agent announce path and the other is cron stopping after a sessions_yield boundary. Different concrete failures." + }, + { + "left": "issue:64835", + "right": "issue:68004", + "accept": false, + "reason": "Both touch memory tooling, but one is no search results because vec0 shadow data is not populated, while the other is an empty tools array preventing tool calls. Related area, different root cause." + }, + { + "left": "issue:30773", + "right": "issue:53824", + "accept": false, + "reason": "One is a write-tool false error after successfully creating a file; the other is an isolated cron delivery failure after gateway restart with unknown channel. Different components." + }, + { + "left": "issue:64724", + "right": "issue:67726", + "accept": false, + "reason": "Both are audio-related, but one is Telegram voice-message understanding not firing and the other is TTS auto mode not triggering. Different pipeline stages and symptoms." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 216, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:29670", + "issue:30768", + "issue:31382", + "issue:32113", + "issue:32983", + "issue:33120", + "issue:33527", + "issue:34324", + "issue:34776", + "issue:34935", + "issue:34961", + "issue:35072", + "issue:36935", + "issue:39446", + "issue:43419", + "issue:44496", + "issue:51656", + "issue:52484", + "issue:53537", + "issue:53542", + "issue:53578", + "issue:53735", + "issue:53857", + "issue:53871", + "issue:53919", + "issue:62276", + "issue:62678", + "issue:62967", + "issue:64541", + "issue:65052", + "issue:65236", + "issue:65244", + "issue:65363", + "issue:65534", + "issue:65571", + "issue:65619", + "issue:65666", + "issue:65921", + "issue:66065", + "issue:66358", + "issue:66619", + "issue:66813", + "issue:67088", + "issue:67922", + "issue:68044", + "issue:68249", + "issue:68413", + "issue:68513" + ], + "soft_pairs": [ + "issue:65052|issue:67088", + "issue:34776|issue:65666", + "issue:34324|issue:36935", + "issue:53537|issue:65363", + "issue:68044|issue:68513", + "issue:62967|issue:65236", + "issue:66358|issue:67922", + "issue:52484|issue:62678", + "issue:62276|issue:65571", + "issue:29670|issue:30768", + "issue:32113|issue:43419", + "issue:33120|issue:65534", + "issue:53735|issue:68413", + "issue:33527|issue:34961", + "issue:65619|issue:65921", + "issue:53919|issue:66065", + "issue:34935|issue:35072", + "issue:31382|issue:53542", + "issue:53578|issue:64541", + "issue:44496|issue:51656", + "issue:39446|issue:66619", + "issue:53857|issue:53871", + "issue:65244|issue:68249", + "issue:32983|issue:66813" + ], + "prepared_review_unit_hash": "cba895fc6a72b1772911f39930ec7d1c923d44a27c77c60f738ccba1f98b404d", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 35484, + "estimated_input_tokens": 8871, + "estimated_eval_tokens": 17998 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This cluster is highly heterogeneous: the issues span unrelated bugs across packaging, browser/CDP, messaging, model routing, and UI/config flows. None of the proposed soft pairs look like the same underlying bug or change, so I would not merge any of them as duplicates.", + "confidence": 0.96, + "canonical_issue_reason": "No single canonical duplicate emerges because the items are mostly unrelated; issue 53857 is the most detailed standalone report, but it does not subsume the others.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 53857 is the strongest individual report: it has a clear repro, concrete symptoms, and enough detail to be actionable, even though it is not representative of the whole set.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:65052", + "right": "issue:67088", + "accept": false, + "reason": "One is about vision-turn stalls with a dynamic image tool; the other is a macOS GUI detection problem with SSH env vars. Different code paths." + }, + { + "left": "issue:34776", + "right": "issue:65666", + "accept": false, + "reason": "Unauthorized Discord slash commands timing out is unrelated to iframe embeds failing auth with 401." + }, + { + "left": "issue:34324", + "right": "issue:36935", + "accept": false, + "reason": "Both mention duplicate messages, but they affect different channels and likely different delivery paths (WebChat\u2192Telegram vs Slack DMs)." + }, + { + "left": "issue:53537", + "right": "issue:65363", + "accept": false, + "reason": "Both involve Gemini, but one is a thinking-loop/model-switch bug and the other is a provider template mapping failure." + }, + { + "left": "issue:68044", + "right": "issue:68513", + "accept": false, + "reason": "Both concern dropped images, but one is direct Anthropic API handling and the other is vision fallback routing when the primary model lacks vision." + }, + { + "left": "issue:62967", + "right": "issue:65236", + "accept": false, + "reason": "A reasoning_effort parameter validation error is unrelated to a MiniMax provider using the wrong endpoint." + }, + { + "left": "issue:66358", + "right": "issue:67922", + "accept": false, + "reason": "Redundant sessions after sweep and Dream Diary writing to stdout are different features with different failure modes." + }, + { + "left": "issue:52484", + "right": "issue:62678", + "accept": false, + "reason": "A subagent handoff timeout returning raw JSON is unrelated to the Chinese-language content moderation question." + }, + { + "left": "issue:62276", + "right": "issue:65571", + "accept": false, + "reason": "Both mention ports, but one is startup port reuse for dreaming schedule and the other is Chrome CDP launch failure on Linux." + }, + { + "left": "issue:29670", + "right": "issue:30768", + "accept": false, + "reason": "Tailscale control UI pairing is unrelated to the duplicate-message bug in enterprise WeChat." + }, + { + "left": "issue:32113", + "right": "issue:43419", + "accept": false, + "reason": "Both are npm/install issues, but one is a missing packaged CLI file while the other is a git-based dependency install failure." + }, + { + "left": "issue:33120", + "right": "issue:65534", + "accept": false, + "reason": "Agent model selector rendering and provider-filtered model listing are separate UI/data-path bugs." + }, + { + "left": "issue:53735", + "right": "issue:68413", + "accept": false, + "reason": "Kimi tool-parameter loss and Moonshot first-chunk timeout are distinct provider/runtime failures." + }, + { + "left": "issue:33527", + "right": "issue:34961", + "accept": false, + "reason": "A tool-profile reporting mismatch is unrelated to Discord voice replies failing after /vc join." + }, + { + "left": "issue:65619", + "right": "issue:65921", + "accept": false, + "reason": "macOS loopback bind resolution and ACP launcher path resolution are separate startup issues." + }, + { + "left": "issue:53919", + "right": "issue:66065", + "accept": false, + "reason": "The VPS Docker browser-task report is broader and less specific; the other is a concrete managed-profile CDP regression. Not the same bug." + }, + { + "left": "issue:34935", + "right": "issue:35072", + "accept": false, + "reason": "Idle-session extra LLM calls and iMessage provider restarts are different background-maintenance problems." + }, + { + "left": "issue:31382", + "right": "issue:53542", + "accept": false, + "reason": "npm global install root detection and plugin API version/UI availability are different packaging/runtime issues." + }, + { + "left": "issue:53578", + "right": "issue:64541", + "accept": false, + "reason": "OAuth slowdown per turn and a model's first heavy turn timing out are not the same failure mode." + }, + { + "left": "issue:44496", + "right": "issue:51656", + "accept": false, + "reason": "Model recognition for LM Studio qwen3-vl and image-tool fallback routing are distinct vision/model-selection bugs." + }, + { + "left": "issue:39446", + "right": "issue:66619", + "accept": false, + "reason": "Cloud-sync EBUSY crashes and Telegram setup trim-of-undefined are unrelated errors." + }, + { + "left": "issue:53857", + "right": "issue:53871", + "accept": false, + "reason": "One is web_search key detection despite valid keys; the other is Telegram config breaking after upgrade. Different subsystems." + }, + { + "left": "issue:65244", + "right": "issue:68249", + "accept": false, + "reason": "sqlite extension loading and Brave plugin loading are unrelated extension/plugin initialization problems." + }, + { + "left": "issue:32983", + "right": "issue:66813", + "accept": false, + "reason": "Heartbeat model configuration being ignored is unrelated to webchat heartbeat target handling and background blocking." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 217, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:19598", + "issue:30242", + "issue:30308", + "issue:30908", + "issue:31544", + "issue:33049", + "issue:33892", + "issue:34520", + "issue:34534", + "issue:36134", + "issue:36935", + "issue:41845", + "issue:47563", + "issue:47650", + "issue:51728", + "issue:52454", + "issue:52565", + "issue:53610", + "issue:53680", + "issue:53742", + "issue:53927", + "issue:54039", + "issue:58140", + "issue:62905", + "issue:64292", + "issue:64553", + "issue:64783", + "issue:65130", + "issue:65408", + "issue:65443", + "issue:65468", + "issue:65528", + "issue:65608", + "issue:65652", + "issue:65748", + "issue:65768", + "issue:65918", + "issue:66038", + "issue:66088", + "issue:66306", + "issue:66403", + "issue:66708", + "issue:66979", + "issue:67151", + "issue:67260", + "issue:67334", + "issue:68027", + "issue:68616" + ], + "soft_pairs": [ + "issue:30308|issue:34520", + "issue:47563|issue:65608", + "issue:65768|issue:65918", + "issue:36134|issue:64292", + "issue:64553|issue:65408", + "issue:36935|issue:65468", + "issue:52565|issue:66403", + "issue:30242|issue:52454", + "issue:33892|issue:62905", + "issue:41845|issue:53742", + "issue:33049|issue:53680", + "issue:31544|issue:68616", + "issue:47650|issue:53927", + "issue:30908|issue:34534", + "issue:51728|issue:65443", + "issue:64783|issue:67151", + "issue:66708|issue:67260", + "issue:65130|issue:67334", + "issue:58140|issue:65652", + "issue:65748|issue:66038", + "issue:53610|issue:54039", + "issue:66088|issue:66306", + "issue:65528|issue:68027", + "issue:19598|issue:66979" + ], + "prepared_review_unit_hash": "706f11605a250e21b8510a1589bfa7449fdf405154142e0045ca4bed26baa5ee", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 35185, + "estimated_input_tokens": 8797, + "estimated_eval_tokens": 17850 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Most items are unrelated one-off bugs/features across different subsystems. The only clear duplicate-looking pair is the BlueBubbles webhook route regression: one issue bundles it in a broader regression report, and the other reports the same route returning 404.", + "confidence": 0.94, + "canonical_issue_reason": "issue:53927 is the clean, single-bug report for the BlueBubbles webhook route 404, while issue:47650 is a broader regression bundle that also mentions it.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:53927 is the best anchor for dedupe because it isolates the exact BlueBubbles webhook failure mode without extra unrelated bugs.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:30308", + "right": "issue:34520", + "accept": false, + "reason": "Different bugs in different areas: Feishu message parsing vs saving model/tool switching in\u4ee3\u7406 mode." + }, + { + "left": "issue:47563", + "right": "issue:65608", + "accept": false, + "reason": "Both are build failures, but with different causes and packages: sharp on macOS arm64 vs matrix-sdk-crypto/pnpm ADDON_DIR." + }, + { + "left": "issue:65768", + "right": "issue:65918", + "accept": false, + "reason": "Unrelated configuration issues: Minimax web_search OAuth token usage vs an OpenAI wizard hint string." + }, + { + "left": "issue:36134", + "right": "issue:64292", + "accept": false, + "reason": "Both involve sessions_spawn, but one is a Gemini fallback bug and the other is an authorization/validation error for agentId." + }, + { + "left": "issue:64553", + "right": "issue:65408", + "accept": false, + "reason": "Different products and failure modes: WhatsApp QR expiry vs Control UI surviving gateway token rotation." + }, + { + "left": "issue:36935", + "right": "issue:65468", + "accept": false, + "reason": "Both are duplicate-message reports, but on different transports and payload types (Slack DMs reply_to vs Telegram voice attachments)." + }, + { + "left": "issue:52565", + "right": "issue:66403", + "accept": false, + "reason": "One is non-functional buttons from listener registration failure; the other is a layout/viewport issue in an approval popup." + }, + { + "left": "issue:30242", + "right": "issue:52454", + "accept": false, + "reason": "Thread-related, but different bugs and integrations: Discord no_active_run spawn failure vs Telegram direct thread routing back to GUI." + }, + { + "left": "issue:33892", + "right": "issue:62905", + "accept": false, + "reason": "Both mention missing files, but they are different files in different plugin build/start paths." + }, + { + "left": "issue:41845", + "right": "issue:53742", + "accept": false, + "reason": "Both are macOS gateway/service issues, but one is LaunchAgent unload/start failure and the other is SecretRef resolution plus token mismatch loop." + }, + { + "left": "issue:33049", + "right": "issue:53680", + "accept": false, + "reason": "Different routing bugs: Telegram forum/topic reply-to deliveryContext vs ACP binding choosing the wrong agent on the second message." + }, + { + "left": "issue:31544", + "right": "issue:68616", + "accept": false, + "reason": "No evidence of the same bug; one is a model-selection warning UX issue and the other has an empty title with no matching details." + }, + { + "left": "issue:47650", + "right": "issue:53927", + "accept": true, + "reason": "Both point to the same BlueBubbles webhook route problem: the route appears registered/listening but POSTs still return 404." + }, + { + "left": "issue:30908", + "right": "issue:34534", + "accept": false, + "reason": "Duplicate plugin-id warnings on restart are unrelated to a daemon corruption updater bug." + }, + { + "left": "issue:51728", + "right": "issue:65443", + "accept": false, + "reason": "Both are delivery problems, but one is Control UI/WebChat attachments and the other is Telegram TTS voice replies." + }, + { + "left": "issue:64783", + "right": "issue:67151", + "accept": false, + "reason": "Different messaging bugs: Feishu bot mention crashes with a ReferenceError, while Discord strips https content from inbound messages." + }, + { + "left": "issue:66708", + "right": "issue:67260", + "accept": false, + "reason": "Different code paths: Active Memory performance/termination issues vs Ollama fallback in long-lived Telegram sessions." + }, + { + "left": "issue:65130", + "right": "issue:67334", + "accept": false, + "reason": "Unrelated update/install failures: container package replacement vs Ollama timeout after upgrade." + }, + { + "left": "issue:58140", + "right": "issue:65652", + "accept": false, + "reason": "Security/installer warning bug vs a recurring dreaming/heartbeat logic bug; not the same underlying change." + }, + { + "left": "issue:65748", + "right": "issue:66038", + "accept": false, + "reason": "Both touch macOS gateway startup, but they describe different defects: entrypoint disagreement vs hardcoded entry.js/service restart/token plist pollution." + }, + { + "left": "issue:53610", + "right": "issue:54039", + "accept": false, + "reason": "Different path-resolution bugs in different features: avatar serving vs read tool on Windows absolute paths." + }, + { + "left": "issue:66088", + "right": "issue:66306", + "accept": false, + "reason": "Discord skill config validation vs macOS health-check state; unrelated." + }, + { + "left": "issue:65528", + "right": "issue:68027", + "accept": false, + "reason": "Different browser lifecycle failures: managed browser dies after spawn vs attachOnly health check says profile is not running." + }, + { + "left": "issue:19598", + "right": "issue:66979", + "accept": false, + "reason": "A Slack thread-support feature request is unrelated to a sandbox limit feature request." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet, and the soft-edge decisions are conservative. The only accepted pair, issue:47650 with issue:53927, is well supported by the BlueBubbles webhook route regression details. The rest are reasonably rejected as distinct bugs/features across different subsystems, with no clear overstatement of evidence." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 218, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:19598", + "issue:30335", + "issue:30350", + "issue:30908", + "issue:32493", + "issue:32892", + "issue:32933", + "issue:35300", + "issue:35609", + "issue:49071", + "issue:51123", + "issue:51189", + "issue:51357", + "issue:51558", + "issue:51656", + "issue:52605", + "issue:53647", + "issue:54013", + "issue:57066", + "issue:58535", + "issue:59943", + "issue:62272", + "issue:63190", + "issue:63349", + "issue:63706", + "issue:64025", + "issue:64686", + "issue:64704", + "issue:64765", + "issue:64821", + "issue:65304", + "issue:65362", + "issue:65375", + "issue:65808", + "issue:65870", + "issue:65921", + "issue:66370", + "issue:66591", + "issue:66952", + "issue:67168", + "issue:67619", + "issue:67896", + "issue:68027", + "issue:68352", + "issue:68394", + "issue:68643", + "issue:68696" + ], + "soft_pairs": [ + "issue:30335|issue:65304", + "issue:49071|issue:67619", + "issue:54013|issue:63190", + "issue:64025|issue:64704", + "issue:64686|issue:68352", + "issue:66370|issue:68394", + "issue:53647|issue:66952", + "issue:35300|issue:51189", + "issue:57066|issue:65921", + "issue:51357|issue:68027", + "issue:51558|issue:65375", + "issue:32892|issue:68696", + "issue:32933|issue:35609", + "issue:30350|issue:51656", + "issue:51123|issue:59943", + "issue:65870|issue:68643", + "issue:52605|issue:67896", + "issue:62272|issue:64765", + "issue:63349|issue:63706", + "issue:64765|issue:65362", + "issue:32493|issue:58535", + "issue:64821|issue:67168", + "issue:19598|issue:65808", + "issue:30908|issue:66591" + ], + "prepared_review_unit_hash": "7a01753a5a40265721e80caa632a0917035cfe9fd2ec8fbd2febc2cea2bf441b", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 24, + "serialized_chars": 34685, + "estimated_input_tokens": 8672, + "estimated_eval_tokens": 17600 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "These items are mostly unrelated single-issue reports; the soft matches are largely lexical and should be rejected. The only strong duplicate-looking pair is the Control UI image-message disappearance reports (66370/68394).", + "confidence": 0.94, + "canonical_issue_reason": "issue:68394 is the clearest representative of the Control UI image-message disappearance bug: it is concise, specific, and matches the same symptom reported in issue:66370.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:68394 is the strongest canonical issue candidate overall because it describes a concrete, reproducible UI failure with a narrow scope and clear user impact.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:30335", + "right": "issue:65304", + "accept": false, + "reason": "Existing-file edit-tool lookup failure is unrelated to Windows tool calls all failing with missing parameters." + }, + { + "left": "issue:49071", + "right": "issue:67619", + "accept": false, + "reason": "Duplicate workspace creation after Feishu switching is a different bug than context loss when switching chat sessions." + }, + { + "left": "issue:54013", + "right": "issue:63190", + "accept": false, + "reason": "Both are Telegram voice-note issues, but one is outbound transcript echo routing and the other is ASR ingestion; different failure points." + }, + { + "left": "issue:64025", + "right": "issue:64704", + "accept": false, + "reason": "ClawHub plugin search/install disconnect is not the same as a missing active-memory package on npm/ClawHub." + }, + { + "left": "issue:64686", + "right": "issue:68352", + "accept": false, + "reason": "False provenance warnings and misleading allowlist/plugin-ID warnings are different warning paths and symptoms." + }, + { + "left": "issue:66370", + "right": "issue:68394", + "accept": true, + "reason": "Both report the same Control UI bug where uploaded/user image messages disappear after send or after assistant completion/history refresh." + }, + { + "left": "issue:53647", + "right": "issue:66952", + "accept": false, + "reason": "Cron stopping at a sessions_yield boundary is unrelated to an OAuth refresh-token race and status misreporting." + }, + { + "left": "issue:35300", + "right": "issue:51189", + "accept": false, + "reason": "Session-title flicker to Heartbeat is unrelated to Feishu agent_end event handling and auto-capture failure." + }, + { + "left": "issue:57066", + "right": "issue:65921", + "accept": false, + "reason": "OpenRouter alias resolution and ACP launcher path resolution are separate provider/path bugs." + }, + { + "left": "issue:51357", + "right": "issue:68027", + "accept": false, + "reason": "Both are false-negative timeout-style reports, but one is probe/gateway and the other is browser attach/CDP; not the same bug." + }, + { + "left": "issue:51558", + "right": "issue:65375", + "accept": false, + "reason": "WhatsApp message-handler access and LINE webhook response blocking are different integration problems." + }, + { + "left": "issue:32892", + "right": "issue:68696", + "accept": false, + "reason": "No substantive duplicate evidence; one is missing provider plugins, the other has no meaningful title/content here." + }, + { + "left": "issue:32933", + "right": "issue:35609", + "accept": false, + "reason": "Both mention commands hanging, but the affected commands and described failure modes differ enough to treat as separate issues." + }, + { + "left": "issue:30350", + "right": "issue:51656", + "accept": false, + "reason": "Webchat heartbeat title flicker is unrelated to image-tool vision fallback routing." + }, + { + "left": "issue:51123", + "right": "issue:59943", + "accept": false, + "reason": "MiniMax VLM 400 errors and Ollama unknown-model errors are different provider/model-resolution failures." + }, + { + "left": "issue:65870", + "right": "issue:68643", + "accept": false, + "reason": "A bad docs URL is not the same as an incorrect provider base URL causing model calls to fail." + }, + { + "left": "issue:52605", + "right": "issue:67896", + "accept": false, + "reason": "BlueBubbles webhook 404 after upgrade is unrelated to exec tool returning no result." + }, + { + "left": "issue:62272", + "right": "issue:64765", + "accept": false, + "reason": "Missing module on update and Active Memory returning NONE are unrelated package-resolution vs retrieval bugs." + }, + { + "left": "issue:63349", + "right": "issue:63706", + "accept": false, + "reason": "Both involve voice notes, but they affect different platforms and likely different pipelines." + }, + { + "left": "issue:64765", + "right": "issue:65362", + "accept": false, + "reason": "Relevant-memory recall returning NONE is unrelated to Ollama local model discovery." + }, + { + "left": "issue:32493", + "right": "issue:58535", + "accept": false, + "reason": "Slack manifest framing and Discord announce field removal are different message-formatting problems." + }, + { + "left": "issue:64821", + "right": "issue:67168", + "accept": false, + "reason": "Plugin-init log corruption of config values is distinct from logging.file being ignored." + }, + { + "left": "issue:19598", + "right": "issue:65808", + "accept": false, + "reason": "Slack thread support is a feature request, not the same as separating Telegram reactions from requireMention." + }, + { + "left": "issue:30908", + "right": "issue:66591", + "accept": false, + "reason": "Duplicate plugin-id warnings and invalid ContextEngine registration are unrelated configuration/runtime issues." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The analysis is grounded in the packet and stays conservative on the soft matches. The only accepted pair, issue:66370 vs issue:68394, is a credible duplicate-looking Control UI image-disappearance bug based on the titles/bodies. The rest of the rejections are appropriately cautious, and the summary does not overstate the evidence." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 219, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:17924", + "issue:28222", + "issue:30923", + "issue:31280", + "issue:31414", + "issue:32752", + "issue:32852", + "issue:33180", + "issue:33263", + "issue:33730", + "issue:34111", + "issue:34243", + "issue:34324", + "issue:35405", + "issue:36301", + "issue:37457", + "issue:37465", + "issue:38826", + "issue:41342", + "issue:41845", + "issue:45096", + "issue:49934", + "issue:50401", + "issue:51809", + "issue:53960", + "issue:55298", + "issue:57672", + "issue:64776", + "issue:64778", + "issue:64900", + "issue:65499", + "issue:65538", + "issue:65584", + "issue:65603", + "issue:65663", + "issue:65697", + "issue:66591", + "issue:67114", + "issue:67415", + "issue:67423", + "issue:67595", + "issue:67834", + "issue:67852", + "issue:68118", + "issue:68633", + "issue:68696", + "issue:68851" + ], + "soft_pairs": [ + "issue:33180|issue:34324", + "issue:36301|issue:55298", + "issue:68633|issue:68851", + "issue:28222|issue:33730", + "issue:30923|issue:65663", + "issue:17924|issue:37457", + "issue:38826|issue:53960", + "issue:41342|issue:68118", + "issue:64776|issue:64778", + "issue:34111|issue:67415", + "issue:64900|issue:65538", + "issue:51809|issue:65499", + "issue:67423|issue:67834", + "issue:31414|issue:55298", + "issue:32752|issue:34243", + "issue:32852|issue:49934", + "issue:33263|issue:68696", + "issue:35405|issue:65603", + "issue:37465|issue:57672", + "issue:65584|issue:67114", + "issue:41845|issue:65697", + "issue:31280|issue:67595", + "issue:45096|issue:50401", + "issue:66591|issue:67852" + ], + "prepared_review_unit_hash": "9a9be30f90c6819a8e217a149888baed2b9c10831a038d77f593c1a5471a1e8f", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 24, + "serialized_chars": 34629, + "estimated_input_tokens": 8658, + "estimated_eval_tokens": 17572 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "No strong duplicate cluster here: the items span many unrelated bugs, so all proposed soft pairs should be rejected. If forced to pick a representative issue, #30923 is the most fully specified standalone report, but it is not a true canonical duplicate anchor for the set.", + "confidence": 0.76, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": "#30923 has the most complete, high-signal report (explicit symptoms, two independent blockers, and inbound references), so it is the best standalone triage representative among otherwise unrelated issues.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:33180", + "right": "issue:34324", + "accept": false, + "reason": "Both are Telegram/Webchat delivery problems, but one is about sendMessageDraft creating pinned-message behavior in DMs while the other is duplicate delivery to Telegram; different symptom and code path." + }, + { + "left": "issue:36301", + "right": "issue:55298", + "accept": false, + "reason": "Both involve version/config refresh after updates, but one is npm global update causing UI/service version mismatch and the other is pm2 reload not applying ecosystem changes; not the same bug." + }, + { + "left": "issue:68633", + "right": "issue:68851", + "accept": false, + "reason": "Both concern webchat image sending, but one is attachments cleared before WebSocket send on connection failure while the other is drag/drop and paste failing to send; distinct failure modes." + }, + { + "left": "issue:28222", + "right": "issue:33730", + "accept": false, + "reason": "Completely unrelated: diagnostics-otel plugin malfunction vs a vague/title-only issue with no matching subsystem or symptom." + }, + { + "left": "issue:30923", + "right": "issue:65663", + "accept": false, + "reason": "Both mention tool/reasoning payload issues, but they target different providers and different concrete failures: Codex API routing plus payload blockers vs Azure OpenAI Responses API replay/history ordering." + }, + { + "left": "issue:17924", + "right": "issue:37457", + "accept": false, + "reason": "One is sandboxed agents not translating skill paths in the system prompt; the other is OPENCLAW_STATE_DIR being ignored for auto-created agent dirs. Same general area, different bug." + }, + { + "left": "issue:38826", + "right": "issue:53960", + "accept": false, + "reason": "Both involve leaked literal tokens in chat output, but one is TTS/Telegram NO_REPLY leakage and the other is webchat failing to strip a reply tag; different mechanism and channel." + }, + { + "left": "issue:41342", + "right": "issue:68118", + "accept": false, + "reason": "TTS audio truncation on a custom endpoint is unrelated to OpenRouter failing after an update." + }, + { + "left": "issue:64776", + "right": "issue:64778", + "accept": false, + "reason": "Both touch memory/search storage, but loading sqlite-vec during runtime sync and rebuilding FTS5 after force reindex are separate problems." + }, + { + "left": "issue:34111", + "right": "issue:67415", + "accept": false, + "reason": "Nextcloud Talk webhook delivery failure and macOS Talk Mode audio dropping on tool-call turns are different integrations and failure paths." + }, + { + "left": "issue:64900", + "right": "issue:65538", + "accept": false, + "reason": "Remote CDP running-state mismatch is unrelated to screen readers announcing every streamed token." + }, + { + "left": "issue:51809", + "right": "issue:65499", + "accept": false, + "reason": "Dashboard model-picker prefixing and malformed UIA cross-signing upload are unrelated subsystems and behaviors." + }, + { + "left": "issue:67423", + "right": "issue:67834", + "accept": false, + "reason": "Auth-router apiKey resolution and openai-codex /v1 suffix + empty models are different provider/auth bugs." + }, + { + "left": "issue:31414", + "right": "issue:55298", + "accept": false, + "reason": "Both mention update-related version/config mismatch, but systemd service version drift and pm2 ecosystem reload behavior are not the same issue." + }, + { + "left": "issue:32752", + "right": "issue:34243", + "accept": false, + "reason": "Skill enablement not overriding requires.bins is unrelated to sandbox path escape errors." + }, + { + "left": "issue:32852", + "right": "issue:49934", + "accept": false, + "reason": "RTL preview direction in Telegram and mixed-language control UI are different localization issues." + }, + { + "left": "issue:33263", + "right": "issue:68696", + "accept": false, + "reason": "Webchat duplicate assistant replies via delivery-mirror is not the same as an empty-title bug report." + }, + { + "left": "issue:35405", + "right": "issue:65603", + "accept": false, + "reason": "Chrome extension nonce mismatch and Azure Foundry schema/tool payload rejection are distinct gateway/provider handshake failures." + }, + { + "left": "issue:37465", + "right": "issue:57672", + "accept": false, + "reason": "Both are tool-call validation issues, but they involve different providers and incompatible payload shapes; not enough evidence of one underlying bug." + }, + { + "left": "issue:65584", + "right": "issue:67114", + "accept": false, + "reason": "CLI hang on exit and Windows status/health stalling after restart are related only at a very broad level; different commands and symptoms." + }, + { + "left": "issue:41845", + "right": "issue:65697", + "accept": false, + "reason": "Both mention macOS LaunchAgent problems, but one is start/restart failing after unload while the other is a crash caused by an entrypoint mismatch after pnpm update." + }, + { + "left": "issue:31280", + "right": "issue:67595", + "accept": false, + "reason": "macOS kickstart service not found on restart is unrelated to LaunchAgent token embedding and channels-list fetch failure." + }, + { + "left": "issue:45096", + "right": "issue:50401", + "accept": false, + "reason": "Missing diagnostics traces to Langfuse and DeepSeek tool-call schema rejection are unrelated subsystems." + }, + { + "left": "issue:66591", + "right": "issue:67852", + "accept": false, + "reason": "ContextEngine id mismatch and Discord button schema validation are entirely different bugs." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 220, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:21985", + "issue:29367", + "issue:31487", + "issue:32753", + "issue:33120", + "issue:33259", + "issue:34415", + "issue:42446", + "issue:50253", + "issue:52162", + "issue:53386", + "issue:53556", + "issue:53641", + "issue:53892", + "issue:56982", + "issue:57055", + "issue:57256", + "issue:62535", + "issue:62627", + "issue:62875", + "issue:63561", + "issue:63816", + "issue:63992", + "issue:64070", + "issue:64523", + "issue:64835", + "issue:65316", + "issue:65317", + "issue:65519", + "issue:65563", + "issue:65646", + "issue:65751", + "issue:65848", + "issue:66004", + "issue:66219", + "issue:66253", + "issue:66752", + "issue:66813", + "issue:66839", + "issue:67606", + "issue:67915", + "issue:67988", + "issue:67989", + "issue:68241", + "issue:68305", + "issue:68522", + "issue:68530", + "issue:68804" + ], + "soft_pairs": [ + "issue:65316|issue:66813", + "issue:32753|issue:33259", + "issue:33120|issue:67988", + "issue:57256|issue:67915", + "issue:57055|issue:66752", + "issue:68305|issue:68804", + "issue:65317|issue:65848", + "issue:53386|issue:53892", + "issue:50253|issue:53556", + "issue:53641|issue:63816", + "issue:56982|issue:63561", + "issue:66219|issue:68530", + "issue:21985|issue:65646", + "issue:31487|issue:62535", + "issue:65563|issue:68522", + "issue:66253|issue:67606", + "issue:42446|issue:63992", + "issue:52162|issue:64835", + "issue:64523|issue:67989", + "issue:65751|issue:66839", + "issue:62627|issue:62875", + "issue:64070|issue:68241", + "issue:29367|issue:65519", + "issue:34415|issue:66004" + ], + "prepared_review_unit_hash": "1ceffa441d43abfafe7718f9a8bf0783cd31cd029f9625b04d8fe00639ff645c", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 35409, + "estimated_input_tokens": 8853, + "estimated_eval_tokens": 17962 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Most pairs are false positives across unrelated bugs. The only strong duplicate-like pair is the WhatsApp echo/self-reply loop on outbound group messages.", + "confidence": 0.79, + "canonical_issue_reason": "Issue #53892 is the best anchor: it is the most specific report of the WhatsApp outbound-group echo bug, with the regression context and concrete self-reply failure mode.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue #53892 is the clearest representative of the one real duplicate pair; it names the exact code path (`openclaw message send` echoing back as inbound) and the observable regression.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:65316", + "right": "issue:66813", + "accept": false, + "reason": "Different subsystems and failures: sandbox write-tool exposure vs webchat heartbeat/target scheduling." + }, + { + "left": "issue:32753", + "right": "issue:33259", + "accept": false, + "reason": "One is `/acp` inline-arg handling; the other is a stale version display after upgrade." + }, + { + "left": "issue:33120", + "right": "issue:67988", + "accept": false, + "reason": "Both are model-selector UI issues, but the symptoms differ: wrong inheritance label vs alias/key shown instead of display name." + }, + { + "left": "issue:57256", + "right": "issue:67915", + "accept": false, + "reason": "Both mention an \"unavailable\" UI state, but one is about memory availability and the other is about attachment visibility/folder access." + }, + { + "left": "issue:57055", + "right": "issue:66752", + "accept": false, + "reason": "Sandbox SSRF policy enforcement and an ARM64 module-not-found packaging error are unrelated." + }, + { + "left": "issue:68305", + "right": "issue:68804", + "accept": false, + "reason": "Both are false-warning reports, but they affect different channels and different status paths." + }, + { + "left": "issue:65317", + "right": "issue:65848", + "accept": false, + "reason": "Both involve Python/sandboxed tooling, but one is a write helper failure and the other is skill installation." + }, + { + "left": "issue:53386", + "right": "issue:53892", + "accept": true, + "reason": "Same underlying WhatsApp echo bug: outbound group messages are reflected back as inbound/self messages, causing reply loops." + }, + { + "left": "issue:50253", + "right": "issue:53556", + "accept": false, + "reason": "IPv6 bind-lan support and a generic channel-compatibility proposal are not the same bug." + }, + { + "left": "issue:53641", + "right": "issue:63816", + "accept": false, + "reason": "Both report success with missing media/attachments, but they are different channels and different delivery paths." + }, + { + "left": "issue:56982", + "right": "issue:63561", + "accept": false, + "reason": "One is trusted-proxy auth reporting an error; the other is a false systemd-unavailable status check." + }, + { + "left": "issue:66219", + "right": "issue:68530", + "accept": false, + "reason": "Systemd repair token leakage and heartbeat-spawned narrative sessions are unrelated." + }, + { + "left": "issue:21985", + "right": "issue:65646", + "accept": false, + "reason": "Both mention session corruption/fallback, but one is toolResult/toolCallId corruption and the other is model drift." + }, + { + "left": "issue:31487", + "right": "issue:62535", + "accept": false, + "reason": "Feature request for log timezone config vs config rejection of timezone are different issues and likely different code paths." + }, + { + "left": "issue:65563", + "right": "issue:68522", + "accept": false, + "reason": "Webhook flow creation and provider DNS lookup failures are unrelated." + }, + { + "left": "issue:66253", + "right": "issue:67606", + "accept": false, + "reason": "Both involve image/attachment handling, but one drops multimodal input and the other crashes on a text-only model format mismatch." + }, + { + "left": "issue:42446", + "right": "issue:63992", + "accept": false, + "reason": "Internal tool output leaking into chat is unrelated to session-key writes hardcoding the default agent ID." + }, + { + "left": "issue:52162", + "right": "issue:64835", + "accept": false, + "reason": "Both are memory_search issues, but one is proxy/ENOTFOUND transport failure and the other is missing vec0 shadow data." + }, + { + "left": "issue:64523", + "right": "issue:67989", + "accept": false, + "reason": "Webchat mirror routing and OpenRouter model routing are different code paths and different failure modes." + }, + { + "left": "issue:65751", + "right": "issue:66839", + "accept": false, + "reason": "Slack manifest framing corruption and macOS system.run.prepare advertising are unrelated." + }, + { + "left": "issue:62627", + "right": "issue:62875", + "accept": false, + "reason": "Both are packaging/runtime regressions, but one is missing optional deps broadly and the other is a missing Telegram plugin src directory." + }, + { + "left": "issue:64070", + "right": "issue:68241", + "accept": false, + "reason": "ARM64 doctor/runtime dependency detection and unknown-model rejection are unrelated." + }, + { + "left": "issue:29367", + "right": "issue:65519", + "accept": false, + "reason": "Both are sub-agent inheritance bugs, but one concerns workspace inheritance and the other model override inheritance." + }, + { + "left": "issue:34415", + "right": "issue:66004", + "accept": false, + "reason": "Discord attachment corruption and subagent frozenResultText null are unrelated failures." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet and stays conservative. The only accepted pair, issue:53386 vs issue:53892, is clearly the same WhatsApp echo/self-reply regression from the titles. The other soft-edge rejections are generally well-supported by the issue titles and do not overstate duplicate evidence." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 221, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:29367", + "issue:30025", + "issue:30768", + "issue:32953", + "issue:33349", + "issue:34387", + "issue:34631", + "issue:35275", + "issue:35884", + "issue:41978", + "issue:43177", + "issue:45064", + "issue:49071", + "issue:51205", + "issue:53409", + "issue:53464", + "issue:53486", + "issue:53783", + "issue:53803", + "issue:53878", + "issue:55222", + "issue:57099", + "issue:57349", + "issue:60970", + "issue:63211", + "issue:63620", + "issue:64111", + "issue:64210", + "issue:64529", + "issue:64633", + "issue:64764", + "issue:65076", + "issue:65208", + "issue:65210", + "issue:66135", + "issue:66151", + "issue:66207", + "issue:67135", + "issue:67168", + "issue:67260", + "issue:67747", + "issue:67961", + "issue:67975", + "issue:68002", + "issue:68120", + "issue:68241", + "issue:68305", + "issue:68452" + ], + "soft_pairs": [ + "issue:53878|issue:63620", + "issue:68120|issue:68452", + "issue:33349|issue:34631", + "issue:35884|issue:49071", + "issue:53409|issue:68305", + "issue:66207|issue:67961", + "issue:30025|issue:35275", + "issue:60970|issue:67975", + "issue:64529|issue:67168", + "issue:32953|issue:53486", + "issue:67135|issue:67260", + "issue:29367|issue:30768", + "issue:57099|issue:64111", + "issue:63211|issue:67747", + "issue:53464|issue:66135", + "issue:45064|issue:57349", + "issue:65076|issue:68241", + "issue:43177|issue:64210", + "issue:41978|issue:55222", + "issue:51205|issue:68002", + "issue:34387|issue:66151", + "issue:64764|issue:65208", + "issue:53783|issue:64633", + "issue:53803|issue:65210" + ], + "prepared_review_unit_hash": "1b31f7ba816191236d97588ea64fda4db53b26caff36f2a10356fdcfed1aa5fe", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 35377, + "estimated_input_tokens": 8845, + "estimated_eval_tokens": 17946 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This cluster is mostly a mix of unrelated bugs with a few true duplicate subpairs. The strongest overlap is the macOS LaunchAgent gateway stop/start failure, with additional likely duplicates around Telegram cron delivery reporting and Control UI message rendering.", + "confidence": 0.78, + "canonical_issue_reason": "issue:41978 is the clearest, best-scoped bug report and directly overlaps 55222 on the same macOS LaunchAgent stop/start recovery failure.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:41978 is the strongest representative of the only clearly duplicate subcluster in this set.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:53878", + "right": "issue:63620", + "accept": false, + "reason": "Different bugs: macOS gateway LaunchAgent recovery vs Dreaming tab overlay blocking the page." + }, + { + "left": "issue:68120", + "right": "issue:68452", + "accept": false, + "reason": "Different paths: OpenRouter empty assistant messages vs cron NO_REPLY classification for isolated turns." + }, + { + "left": "issue:33349", + "right": "issue:34631", + "accept": false, + "reason": "Both involve gateway/webhooks, but one is sandbox config and the other is intermittent LINE 404 routing." + }, + { + "left": "issue:35884", + "right": "issue:49071", + "accept": false, + "reason": "Feishu duplicate plugin warning is unrelated to duplicate workspaces when switching clients." + }, + { + "left": "issue:53409", + "right": "issue:68305", + "accept": false, + "reason": "Feature request about Telegram approval visibility vs a warning string mismatch about reasoning streams." + }, + { + "left": "issue:66207", + "right": "issue:67961", + "accept": true, + "reason": "Same Control UI message-rendering bug: sent user messages flicker / fail to appear immediately due to optimistic update/history reload behavior." + }, + { + "left": "issue:30025", + "right": "issue:35275", + "accept": false, + "reason": "Embedded run connection error is unrelated to Feishu persistent-connection availability." + }, + { + "left": "issue:60970", + "right": "issue:67975", + "accept": false, + "reason": "Silent session creation failure is unrelated to startup Codex probing causing EPIPE." + }, + { + "left": "issue:64529", + "right": "issue:67168", + "accept": false, + "reason": "Different issues: reply media path allowlist vs logging.file config not being applied." + }, + { + "left": "issue:32953", + "right": "issue:53486", + "accept": false, + "reason": "Both are Feishu regressions, but they affect different message features and code paths." + }, + { + "left": "issue:67135", + "right": "issue:67260", + "accept": false, + "reason": "One is false overflow after /new; the other is long-lived Telegram fallback behavior." + }, + { + "left": "issue:29367", + "right": "issue:30768", + "accept": false, + "reason": "Default subagent workspace inheritance is unrelated to duplicate enterprise WeChat messages." + }, + { + "left": "issue:57099", + "right": "issue:64111", + "accept": false, + "reason": "Explicit Ollama provider registration failure is unrelated to vision-model image tool access." + }, + { + "left": "issue:63211", + "right": "issue:67747", + "accept": false, + "reason": "Both involve cron/exec policy, but one is ask=off prompting and the other is askFallback being stripped on restart." + }, + { + "left": "issue:53464", + "right": "issue:66135", + "accept": false, + "reason": "Anthropic token truncation on paste is unrelated to background exec/cr\u043e\u043d/CLI print truncation." + }, + { + "left": "issue:45064", + "right": "issue:57349", + "accept": false, + "reason": "Both mention OOM, but one is a specific gateway-status/doctor leak and the other is filesystem-scan heap exhaustion." + }, + { + "left": "issue:65076", + "right": "issue:68241", + "accept": false, + "reason": "Audio transcription failure and unknown model rejection are different bugs." + }, + { + "left": "issue:43177", + "right": "issue:64210", + "accept": true, + "reason": "Same Telegram cron delivery bug family: delivery status reported incorrectly / no post despite a run completing." + }, + { + "left": "issue:41978", + "right": "issue:55222", + "accept": true, + "reason": "Same macOS gateway LaunchAgent stop/start recovery failure; both describe launchd/service unload breakage." + }, + { + "left": "issue:51205", + "right": "issue:68002", + "accept": false, + "reason": "CLI tool/model-switch errors and local Ollama reply issues are not the same concrete failure." + }, + { + "left": "issue:34387", + "right": "issue:66151", + "accept": false, + "reason": "Missing gateway folder and missing subagent registry module are unrelated missing-path failures." + }, + { + "left": "issue:64764", + "right": "issue:65208", + "accept": false, + "reason": "Remote CDP reachability on WSL2/Edge is not the same as not passing --remote-debugging-port on macOS." + }, + { + "left": "issue:53783", + "right": "issue:64633", + "accept": false, + "reason": "Telegram session visibility mismatch is unrelated to gibberish speech output." + }, + { + "left": "issue:53803", + "right": "issue:65210", + "accept": false, + "reason": "Duplicated tool results in session context is unrelated to token-usage UI and auto-compression failures." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary stays grounded in the packet and the conservative pair verdicts look appropriate. The three accepted pairs are well-supported by the issue titles: macOS LaunchAgent stop/start recovery (41978/55222), Telegram cron delivery/reporting confusion (43177/64210), and Control UI immediate message display flicker/history reload (66207/67961). The rejected pairs are generally separated by different features or code paths, and the overall characterization as mostly unrelated bugs with a few duplicate subpairs is fair." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 222, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:18813", + "issue:30202", + "issue:30314", + "issue:31486", + "issue:31544", + "issue:32752", + "issue:34308", + "issue:34476", + "issue:35297", + "issue:36410", + "issue:39690", + "issue:50976", + "issue:51154", + "issue:51658", + "issue:53285", + "issue:53309", + "issue:53464", + "issue:53547", + "issue:53697", + "issue:53733", + "issue:53824", + "issue:53879", + "issue:53888", + "issue:53917", + "issue:54039", + "issue:54689", + "issue:62959", + "issue:62960", + "issue:63725", + "issue:64465", + "issue:65152", + "issue:65247", + "issue:65326", + "issue:65538", + "issue:65646", + "issue:65686", + "issue:65733", + "issue:66091", + "issue:66635", + "issue:67216", + "issue:67288", + "issue:67537", + "issue:67681", + "issue:67857", + "issue:67917", + "issue:68120", + "issue:68172", + "issue:68363" + ], + "soft_pairs": [ + "issue:53285|issue:67857", + "issue:53547|issue:54039", + "issue:54689|issue:65686", + "issue:62960|issue:67216", + "issue:65538|issue:65733", + "issue:65152|issue:68120", + "issue:66635|issue:68363", + "issue:62959|issue:65646", + "issue:18813|issue:63725", + "issue:30202|issue:65247", + "issue:30314|issue:53309", + "issue:31486|issue:39690", + "issue:31544|issue:64465", + "issue:32752|issue:67288", + "issue:34308|issue:50976", + "issue:34476|issue:35297", + "issue:36410|issue:51154", + "issue:51658|issue:67537", + "issue:53464|issue:67917", + "issue:53697|issue:53917", + "issue:53733|issue:66091", + "issue:53824|issue:67681", + "issue:53879|issue:68172", + "issue:53888|issue:65326" + ], + "prepared_review_unit_hash": "4aa733c8e740e250dc9734a84ed000dfbb2593a96c9898408120b3b6572e7c1a", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 35380, + "estimated_input_tokens": 8845, + "estimated_eval_tokens": 17946 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This cluster is a grab-bag of mostly unrelated issues across different subsystems and platforms. I found no soft edge that looks like the same underlying bug/change, so all candidate merges are rejected. With no PRs present, the strongest standalone issue to anchor triage is the active, well-scoped 67288 report.", + "confidence": 0.33, + "canonical_issue_reason": "Issue 67288 is the most concrete and active report in the set, with multiple references and a clearly stated root cause, making it the best anchor only in the absence of any real duplicate cluster.", + "canonical_pr_reason": null, + "best_issue_reason": "67288 is the most suitable global representative because it is specific, reproducible, and has the strongest discussion/reference signal among otherwise unrelated issues.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:53285", + "right": "issue:67857", + "accept": false, + "reason": "Different bugs in different areas: WhatsApp dependency/package failure vs Intel Mac native package support for memory-lancedb." + }, + { + "left": "issue:53547", + "right": "issue:54039", + "accept": false, + "reason": "Both involve workspace/path handling, but one is bootstrap file loading and the other is absolute Windows path normalization; not the same code-path problem." + }, + { + "left": "issue:54689", + "right": "issue:65686", + "accept": false, + "reason": "Both mention Telegram/cron delivery, but one is broken file sending after an update and the other is unwanted full-session text being delivered." + }, + { + "left": "issue:62960", + "right": "issue:67216", + "accept": false, + "reason": "Both are SSRF-adjacent, but they affect different providers and opposite scenarios: Slack private file fetch vs Google Generative AI image generation." + }, + { + "left": "issue:65538", + "right": "issue:65733", + "accept": false, + "reason": "Accessibility streaming verbosity and Windows plugin discovery performance are unrelated subsystems and failure modes." + }, + { + "left": "issue:65152", + "right": "issue:68120", + "accept": false, + "reason": "Both are model/provider integration bugs, but one is missing function_call/tool definitions in OpenAI Codex sessions and the other is empty assistant messages from OpenRouter." + }, + { + "left": "issue:66635", + "right": "issue:68363", + "accept": false, + "reason": "WhatsApp inline media send failure and LM Studio heartbeat/model reload looping are unrelated concrete bugs." + }, + { + "left": "issue:62959", + "right": "issue:65646", + "accept": false, + "reason": "Both mention drift/state, but one is a gateway crash after hot-reload from schema drift and the other is runtime model drift from fallback handling." + }, + { + "left": "issue:18813", + "right": "issue:63725", + "accept": false, + "reason": "A TLS CI enforcement feature request is unrelated to adding web chat file upload." + }, + { + "left": "issue:30202", + "right": "issue:65247", + "accept": false, + "reason": "Both are WebChat visibility leaks, but the triggers differ: refresh/system-heartbeat leakage vs history-replay synthetic transcript-repair leakage." + }, + { + "left": "issue:30314", + "right": "issue:53309", + "accept": false, + "reason": "Feishu cron delivery not reaching group chats is different from cron status falsely showing failure after successful send." + }, + { + "left": "issue:31486", + "right": "issue:39690", + "accept": false, + "reason": "Custom provider support in image tool config is not the same bug as multimodal messages being ignored for custom Ollama Cloud models." + }, + { + "left": "issue:31544", + "right": "issue:64465", + "accept": false, + "reason": "The second issue is effectively unspecified, so there is no evidence they describe the same bug." + }, + { + "left": "issue:32752", + "right": "issue:67288", + "accept": false, + "reason": "Both concern config gating, but they are different checks in different subsystems and not the same underlying override bug." + }, + { + "left": "issue:34308", + "right": "issue:50976", + "accept": false, + "reason": "Both are messaging-routing problems, but one is Telegram inter-session delivery and the other is Slack multi-agent streaming routing." + }, + { + "left": "issue:34476", + "right": "issue:35297", + "accept": false, + "reason": "API address changes not taking effect and Windows tool-toggle persistence/save-disabled issues are different UI/config problems." + }, + { + "left": "issue:36410", + "right": "issue:51154", + "accept": false, + "reason": "Provider sticking during retry loops is not the same as long-context session hanging and file-based reset failing to clear memory." + }, + { + "left": "issue:51658", + "right": "issue:67537", + "accept": false, + "reason": "A custom Brave Search base URL feature request is unrelated to GitHub login failures." + }, + { + "left": "issue:53464", + "right": "issue:67917", + "accept": false, + "reason": "Both are auth/setup failures, but one is Anthropic token paste truncation and the other is openai-codex TLS/runtime fetch errors." + }, + { + "left": "issue:53697", + "right": "issue:53917", + "accept": false, + "reason": "Both are Feishu send issues, but one is schema validation of a required card field and the other is missing mediaLocalRoots propagation." + }, + { + "left": "issue:53733", + "right": "issue:66091", + "accept": false, + "reason": "An Intel Mac app feature request is unrelated to a complaint about AGENT response speed." + }, + { + "left": "issue:53824", + "right": "issue:67681", + "accept": false, + "reason": "Unknown-channel delivery after gateway restart and duplicate cron replies despite --no-deliver are different delivery/state bugs." + }, + { + "left": "issue:53879", + "right": "issue:68172", + "accept": false, + "reason": "Both are media-capability errors, but one is Telegram file upload/channel availability and the other is Gemini vision support detection." + }, + { + "left": "issue:53888", + "right": "issue:65326", + "accept": false, + "reason": "Both are Google Chat integration issues, but one is webhook auth/appPrincipal handling and the other is add-ons JWT/event-format incompatibility." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 223, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:28834", + "issue:30316", + "issue:30923", + "issue:31595", + "issue:32807", + "issue:35560", + "issue:35884", + "issue:43305", + "issue:51804", + "issue:52292", + "issue:53231", + "issue:57055", + "issue:62472", + "issue:63026", + "issue:63974", + "issue:64326", + "issue:64707", + "issue:64710", + "issue:64799", + "issue:64959", + "issue:64966", + "issue:65042", + "issue:65177", + "issue:65182", + "issue:65210", + "issue:65218", + "issue:65368", + "issue:65399", + "issue:65468", + "issue:65538", + "issue:65619", + "issue:65676", + "issue:65740", + "issue:65742", + "issue:66189", + "issue:66280", + "issue:66533", + "issue:66637", + "issue:66741", + "issue:66895", + "issue:66972", + "issue:66975", + "issue:67131", + "issue:67469", + "issue:67740", + "issue:67989", + "issue:68057" + ], + "soft_pairs": [ + "issue:57055|issue:65218", + "issue:64707|issue:68057", + "issue:65177|issue:65182", + "issue:65538|issue:65676", + "issue:65740|issue:66972", + "issue:64710|issue:64966", + "issue:66895|issue:67131", + "issue:32807|issue:66637", + "issue:30923|issue:67989", + "issue:31595|issue:35560", + "issue:52292|issue:65468", + "issue:66533|issue:66975", + "issue:65042|issue:65619", + "issue:43305|issue:65210", + "issue:65368|issue:66189", + "issue:62472|issue:67469", + "issue:63026|issue:66280", + "issue:65399|issue:67740", + "issue:53231|issue:66741", + "issue:64799|issue:65619", + "issue:28834|issue:51804", + "issue:63974|issue:64959", + "issue:30316|issue:35884", + "issue:64326|issue:65742" + ], + "prepared_review_unit_hash": "9ffe68aeb263384b8641065e37d51f4e0a5280ff69eed0f78da08bbbe8616aba", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 24, + "serialized_chars": 35193, + "estimated_input_tokens": 8799, + "estimated_eval_tokens": 17854 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "All proposed soft edges look like false positives: they share broad vocabulary (duplicates, routing, persistence, timeouts, UI) but point to different bugs, code paths, or integrations. No pull requests are present, and there is no safe canonical issue for this mixed cluster.", + "confidence": 0.96, + "canonical_issue_reason": "No issue is a safe canonical; the soft pairs are only superficially similar and describe different bugs in different subsystems.", + "canonical_pr_reason": "No pull requests are present in the input.", + "best_issue_reason": "No single issue is representative enough because the items split across unrelated channels, config, routing, and UI problems.", + "best_pr_reason": "No pull requests are present in the input.", + "soft_edge_verdicts": [ + { + "left": "issue:57055", + "right": "issue:65218", + "accept": false, + "reason": "Different bugs: sandbox browser SSRF policy handling vs embedded heartbeat compaction-reserve logic." + }, + { + "left": "issue:64707", + "right": "issue:68057", + "accept": false, + "reason": "Different integrations and failures: Feishu default account creation vs Telegram custom commands lost on restart." + }, + { + "left": "issue:65177", + "right": "issue:65182", + "accept": false, + "reason": "Config migration bug vs UI tag-stripping bug; no shared underlying code path." + }, + { + "left": "issue:65538", + "right": "issue:65676", + "accept": false, + "reason": "Accessibility streaming verbosity vs model fallback/routing loop; unrelated behaviors." + }, + { + "left": "issue:65740", + "right": "issue:66972", + "accept": false, + "reason": "Chrome CDP websocket startup failure vs stale ACP session blocking /new; different session layers." + }, + { + "left": "issue:64710", + "right": "issue:64966", + "accept": false, + "reason": "Both mention timeouts, but one is Ollama agent invocation and the other is routing fallback timing." + }, + { + "left": "issue:66895", + "right": "issue:67131", + "accept": false, + "reason": "Failover state persistence vs persisted chatgpt baseUrl normalization; different config/state bugs." + }, + { + "left": "issue:32807", + "right": "issue:66637", + "accept": false, + "reason": "Both touch browser relay/proxy, but one is missing browser tools in sessions and the other is remote-mode proxy failure." + }, + { + "left": "issue:30923", + "right": "issue:67989", + "accept": false, + "reason": "Different providers and root causes: API-key gpt-5.3-codex blockers vs OpenRouter routing failure." + }, + { + "left": "issue:31595", + "right": "issue:35560", + "accept": false, + "reason": "Telegram config persistence on restart vs doctor injecting orphan keys; related area but different defects." + }, + { + "left": "issue:52292", + "right": "issue:65468", + "accept": false, + "reason": "Duplicate image sends via MEDIA auto-attach vs duplicate Telegram voice notes; same symptom class, different pipeline." + }, + { + "left": "issue:66533", + "right": "issue:66975", + "accept": false, + "reason": "WebChat session-label corruption vs Telegram command loss after upgrade; unrelated subsystems." + }, + { + "left": "issue:65042", + "right": "issue:65619", + "accept": false, + "reason": "Gmail watcher duplication/bind conflict vs macOS loopback bind resolving to 0.0.0.0; different failures." + }, + { + "left": "issue:43305", + "right": "issue:65210", + "accept": false, + "reason": "OpenAI Responses input-id validation vs control UI token display/auto-compression; not the same bug." + }, + { + "left": "issue:65368", + "right": "issue:66189", + "accept": false, + "reason": "Both involve missing dist artifacts, but they are different files and features, not one fixable change." + }, + { + "left": "issue:62472", + "right": "issue:67469", + "accept": false, + "reason": "Context-window persistence bug vs Gemini reply persistence bug; distinct storage paths." + }, + { + "left": "issue:63026", + "right": "issue:66280", + "accept": false, + "reason": "File upload routed to heartbeat vs x-openclaw-model override routing 500; different request paths." + }, + { + "left": "issue:65399", + "right": "issue:67740", + "accept": false, + "reason": "Claude billing error from schema identifier vs OpenAI Codex OAuth mismatch/error classification; unrelated causes." + }, + { + "left": "issue:53231", + "right": "issue:66741", + "accept": false, + "reason": "Memory status/scoping issue vs vector index creation failure; similar domain, different underlying problem." + }, + { + "left": "issue:64799", + "right": "issue:65619", + "accept": false, + "reason": "Model lookup failure on macOS vs gateway bind resolution to 0.0.0.0; unrelated areas." + }, + { + "left": "issue:28834", + "right": "issue:51804", + "accept": false, + "reason": "Slack message_changed retriggering AI responses vs WhatsApp quoted-mention detection; different event logic." + }, + { + "left": "issue:63974", + "right": "issue:64959", + "accept": false, + "reason": "Discord reply reliability under overflow/restart timing vs zombie main-session contamination after restart; different session bugs." + }, + { + "left": "issue:30316", + "right": "issue:35884", + "accept": false, + "reason": "Telegram duplicate message delivery vs duplicate plugin-id config warning; not the same underlying bug." + }, + { + "left": "issue:64326", + "right": "issue:65742", + "accept": false, + "reason": "Hardcoded Ollama token count vs custom-provider model lookup failure; different model metadata issues." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 224, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:30242", + "issue:30667", + "issue:32245", + "issue:33157", + "issue:34249", + "issue:34776", + "issue:39549", + "issue:46012", + "issue:50017", + "issue:51052", + "issue:51099", + "issue:53010", + "issue:53247", + "issue:53673", + "issue:53721", + "issue:53744", + "issue:53753", + "issue:53892", + "issue:55275", + "issue:57033", + "issue:57386", + "issue:60100", + "issue:62276", + "issue:62783", + "issue:62958", + "issue:63110", + "issue:63992", + "issue:64465", + "issue:64555", + "issue:64599", + "issue:64644", + "issue:64724", + "issue:65076", + "issue:65244", + "issue:65375", + "issue:66004", + "issue:66124", + "issue:66125", + "issue:66756", + "issue:67247", + "issue:67646", + "issue:67976", + "issue:68001", + "issue:68434", + "issue:68585", + "issue:68606", + "issue:68643", + "issue:68784" + ], + "soft_pairs": [ + "issue:53247|issue:64599", + "issue:66756|issue:67247", + "issue:33157|issue:39549", + "issue:32245|issue:64465", + "issue:51052|issue:53010", + "issue:64644|issue:67976", + "issue:34776|issue:50017", + "issue:66124|issue:68784", + "issue:51099|issue:63992", + "issue:53673|issue:63110", + "issue:62276|issue:68001", + "issue:68434|issue:68585", + "issue:66125|issue:67646", + "issue:30242|issue:66004", + "issue:30667|issue:68643", + "issue:53721|issue:53892", + "issue:53753|issue:60100", + "issue:46012|issue:65244", + "issue:55275|issue:64724", + "issue:62958|issue:68606", + "issue:34249|issue:65375", + "issue:53744|issue:57033", + "issue:57386|issue:65076", + "issue:62783|issue:64555" + ], + "prepared_review_unit_hash": "59b0b9587d190109f4ba992fa0d14d317b76fc9cc569582284f4ac5d89c8fae1", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 35310, + "estimated_input_tokens": 8828, + "estimated_eval_tokens": 17912 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This cluster is a false-positive bundle of unrelated issues/features across Telegram, WhatsApp, OpenRouter, UI, sandbox, and provider integrations. None of the suggested soft pairs look like the same underlying bug/change.", + "confidence": 0.97, + "canonical_issue_reason": "No single canonical issue: the artifacts are from unrelated subsystems and versions, so there is no true duplicate target for the cluster.", + "canonical_pr_reason": null, + "best_issue_reason": "No issue is suitable as a global best representative because the cluster does not share one underlying defect; any pick would be arbitrary.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:53247", + "right": "issue:64599", + "accept": false, + "reason": "Different bugs: WhatsApp plugin crash vs Light Sleep producing confidence=0.00." + }, + { + "left": "issue:66756", + "right": "issue:67247", + "accept": false, + "reason": "Both Telegram-related, but one is a group slash-command regression and the other is native command menu disappearance; different symptoms and likely different fixes." + }, + { + "left": "issue:33157", + "right": "issue:39549", + "accept": false, + "reason": "Web UI token redirect issue vs openclaw dashboard device signature bug; unrelated." + }, + { + "left": "issue:32245", + "right": "issue:64465", + "accept": false, + "reason": "Vertex embedded-run null-object failure vs a generic empty bug stub; no shared underlying problem." + }, + { + "left": "issue:51052", + "right": "issue:53010", + "accept": false, + "reason": "Feature request for Control UI title vs Wechat image sending feature; unrelated." + }, + { + "left": "issue:64644", + "right": "issue:67976", + "accept": false, + "reason": "MiniMax image-understanding empty content vs Volcano/Fireworks-style API 404 on imageModel; different providers and failures." + }, + { + "left": "issue:34776", + "right": "issue:50017", + "accept": false, + "reason": "Discord slash-command authorization timeout vs automatic model fallback on invalid model ID; unrelated code paths." + }, + { + "left": "issue:66124", + "right": "issue:68784", + "accept": false, + "reason": "Dreaming config write/reject mismatch vs Codex app-server approval prompt handling; unrelated." + }, + { + "left": "issue:51099", + "right": "issue:63992", + "accept": false, + "reason": "Default sandbox image missing python3 vs session-key write hardcoding DEFAULT_AGENT_ID; unrelated." + }, + { + "left": "issue:53673", + "right": "issue:63110", + "accept": false, + "reason": "Telegram outbound audio-send preference feature vs WhatsApp audio/voice-note delivery bug; different platforms and behavior." + }, + { + "left": "issue:62276", + "right": "issue:68001", + "accept": false, + "reason": "Port-in-use startup issue for dreaming schedule vs local Ollama TUI reply problem; unrelated." + }, + { + "left": "issue:68434", + "right": "issue:68585", + "accept": false, + "reason": "WhatsApp quoted-reply support vs Slack thread replies; separate feature requests for different integrations." + }, + { + "left": "issue:66125", + "right": "issue:67646", + "accept": false, + "reason": "OpenAI-compatible proxy fallback problem vs OpenRouter silent empty responses; different providers and failure modes." + }, + { + "left": "issue:30242", + "right": "issue:66004", + "accept": false, + "reason": "Thread-bound subagent no_active_run error vs timeoutSeconds frozenResultText null; both subagent-related but not the same bug." + }, + { + "left": "issue:30667", + "right": "issue:68643", + "accept": false, + "reason": "Agent models cache sync on provider baseUrl change vs wrong OpenRouter base URL; config/cache bug vs provider endpoint bug." + }, + { + "left": "issue:53721", + "right": "issue:53892", + "accept": false, + "reason": "Telegram channel init after gateway restart vs WhatsApp outbound group echo/self-reply regression; unrelated channels and symptoms." + }, + { + "left": "issue:53753", + "right": "issue:60100", + "accept": false, + "reason": "Control UI model-picker ID composition bug vs memory embeddings using Gemini instead of ollama; unrelated." + }, + { + "left": "issue:46012", + "right": "issue:65244", + "accept": false, + "reason": "macOS LaunchAgent not loaded after update vs sqlite-vec extension loading requires allowExtension; unrelated." + }, + { + "left": "issue:55275", + "right": "issue:64724", + "accept": false, + "reason": "Telegram outbound queue flush-on-restart bug vs Telegram voice-message media-understanding not firing; different pipelines." + }, + { + "left": "issue:62958", + "right": "issue:68606", + "accept": false, + "reason": "Local Ollama hang in agent/TUI vs plugin executor argument corruption; unrelated runtime paths." + }, + { + "left": "issue:34249", + "right": "issue:65375", + "accept": false, + "reason": "Question about boot configuration vs LINE webhook blocking HTTP 200 and causing timeout; not duplicates." + }, + { + "left": "issue:53744", + "right": "issue:57033", + "accept": false, + "reason": "Google plugin missing image-generation capability vs OpenAI-specific store field sent to Gemini; different API bugs." + }, + { + "left": "issue:57386", + "right": "issue:65076", + "accept": false, + "reason": "Google Chat webhook 401 vs OpenAI audio understanding returning no transcript; unrelated." + }, + { + "left": "issue:62783", + "right": "issue:64555", + "accept": false, + "reason": "OpenRouter auth failure in isolated cron sessions vs WhatsApp credentials leaking across profiles; unrelated security/auth issues." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 225, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:28472", + "issue:29809", + "issue:30341", + "issue:30818", + "issue:30981", + "issue:31440", + "issue:31514", + "issue:33272", + "issue:34298", + "issue:34657", + "issue:36229", + "issue:40941", + "issue:49071", + "issue:49890", + "issue:50976", + "issue:51036", + "issue:51810", + "issue:52397", + "issue:53686", + "issue:53761", + "issue:57066", + "issue:57811", + "issue:59041", + "issue:63937", + "issue:64055", + "issue:65201", + "issue:65277", + "issue:65334", + "issue:65431", + "issue:65494", + "issue:65517", + "issue:65862", + "issue:66728", + "issue:66892", + "issue:67045", + "issue:67198", + "issue:67414", + "issue:67624", + "issue:67798", + "issue:67837", + "issue:68185", + "issue:68222", + "issue:68363", + "issue:68475", + "issue:68530", + "issue:68616", + "issue:68707" + ], + "soft_pairs": [ + "issue:36229|issue:67045", + "issue:40941|issue:51036", + "issue:67414|issue:68707", + "issue:57066|issue:65201", + "issue:66892|issue:68222", + "issue:68185|issue:68363", + "issue:29809|issue:68616", + "issue:34298|issue:64055", + "issue:50976|issue:67837", + "issue:53761|issue:65431", + "issue:67624|issue:67798", + "issue:33272|issue:57811", + "issue:65862|issue:66728", + "issue:65277|issue:68530", + "issue:53686|issue:65517", + "issue:30341|issue:49890", + "issue:30818|issue:52397", + "issue:31514|issue:68475", + "issue:51810|issue:63937", + "issue:59041|issue:65334", + "issue:30981|issue:52397", + "issue:31440|issue:49071", + "issue:65494|issue:67198", + "issue:28472|issue:34657" + ], + "prepared_review_unit_hash": "7e58009d21812058464aaca63febb47323de62706ce25ae376a73d86d60ef8cb", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 24, + "serialized_chars": 34603, + "estimated_input_tokens": 8651, + "estimated_eval_tokens": 17558 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "No true duplicates here: the soft pairs are mostly superficial matches by subsystem or keywords (Canvas, compaction, provider, Telegram, SecretRef), but each pair describes a different concrete failure mode and should stay separate.", + "confidence": 0.96, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": null, + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:36229", + "right": "issue:67045", + "accept": false, + "reason": "Both involve compaction/session failure, but one is corrupt thinking block signatures and the other is sticky model fallback after a tool_use formatting error; different bugs." + }, + { + "left": "issue:40941", + "right": "issue:51036", + "accept": false, + "reason": "Same provider area, but one is missing context/token usage display and the other is empty payloads/zero usage on a custom provider; not the same defect." + }, + { + "left": "issue:67414", + "right": "issue:68707", + "accept": false, + "reason": "Unrelated issues: one is pasted image preview/history handling in Control UI, the other is missing include_usage on openai-completions." + }, + { + "left": "issue:57066", + "right": "issue:65201", + "accept": false, + "reason": "OpenRouter alias resolution vs Gateway auth-token doctor warning are different subsystems and different failure modes." + }, + { + "left": "issue:66892", + "right": "issue:68222", + "accept": false, + "reason": "Both are model/tool-call related, but one is MiniMax tool call ID formatting causing compaction crash and the other is Kimi Code sessions_yield interruptions." + }, + { + "left": "issue:68185", + "right": "issue:68363", + "accept": false, + "reason": "Both end in incomplete turns, but they involve different providers and symptoms (OpenRouter free vs LM Studio repeated loads)." + }, + { + "left": "issue:29809", + "right": "issue:68616", + "accept": false, + "reason": "28616 has no usable title/body here; there is no evidence it matches the Control UI origin/CORS issue." + }, + { + "left": "issue:34298", + "right": "issue:64055", + "accept": false, + "reason": "Same port number appears, but one is localhost root returning Not Found and the other is restart failing because the port is already in use." + }, + { + "left": "issue:50976", + "right": "issue:67837", + "accept": false, + "reason": "Different channels and bugs: Slack multi-agent routing with streaming versus a WhatsApp setup ReferenceError." + }, + { + "left": "issue:53761", + "right": "issue:65431", + "accept": false, + "reason": "Both mention images, but one is provider registration after update and the other is model capability mismatch in the image tool." + }, + { + "left": "issue:67624", + "right": "issue:67798", + "accept": false, + "reason": "OpenAI-codex HTML payload/hanging issue is unrelated to OAuth failure on VPS." + }, + { + "left": "issue:33272", + "right": "issue:57811", + "accept": false, + "reason": "Both are custom-provider compatibility problems, but one is reasoning_effort sent to unsupported endpoints and the other is missing API provider registration for cron jobs." + }, + { + "left": "issue:65862", + "right": "issue:66728", + "accept": false, + "reason": "Onboarding wizard omission versus onboarding crash; same flow, different bug." + }, + { + "left": "issue:65277", + "right": "issue:68530", + "accept": false, + "reason": "Both concern dreaming/narrative sessions spawning too much, but the triggers differ (overnight schedule vs every heartbeat) and the reported consequences differ." + }, + { + "left": "issue:53686", + "right": "issue:65517", + "accept": false, + "reason": "Telegram appears in both, but one is outbound API calls failing while the other is event-loop starvation blocking polling." + }, + { + "left": "issue:30341", + "right": "issue:49890", + "accept": false, + "reason": "The second issue has an empty title/body, so there is no basis to link it to the Gemini fallback rate-limit bug." + }, + { + "left": "issue:30818", + "right": "issue:52397", + "accept": false, + "reason": "Pasted-image upload handling is unrelated to the empty-title issue." + }, + { + "left": "issue:31514", + "right": "issue:68475", + "accept": false, + "reason": "Both are duplicate-message style bugs, but on different platforms and causes (Slack reply tag vs Discord MEDIA file delivery)." + }, + { + "left": "issue:51810", + "right": "issue:63937", + "accept": false, + "reason": "Both touch SecretRef handling, but one is doctor/update on Telegram bot token secrets and the other is Slack plugin registration crashing the CLI; not the same code path." + }, + { + "left": "issue:59041", + "right": "issue:65334", + "accept": false, + "reason": "CLI command availability and host version reporting are unrelated." + }, + { + "left": "issue:30981", + "right": "issue:52397", + "accept": false, + "reason": "Signal group-admin propagation is unrelated to the empty-title issue." + }, + { + "left": "issue:31440", + "right": "issue:49071", + "accept": false, + "reason": "Both mention duplicate creation, but one is shared sessions across Telegram/Webchat and the other is duplicate workspaces on Feishu/new-flow timing." + }, + { + "left": "issue:65494", + "right": "issue:67198", + "accept": false, + "reason": "Different channels and exceptions: iMessage undefined variable vs Feishu constant-assignment error." + }, + { + "left": "issue:28472", + "right": "issue:34657", + "accept": false, + "reason": "Both mention Canvas behind gateway/proxy, but one is 401 Unauthorized via Tailscale Serve and the other is missing capability URLs through reverse proxy; not the same bug." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 226, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:32362", + "issue:33272", + "issue:33864", + "issue:34249", + "issue:34665", + "issue:36507", + "issue:36811", + "issue:38826", + "issue:48479", + "issue:50971", + "issue:52488", + "issue:52766", + "issue:53390", + "issue:53658", + "issue:53876", + "issue:53892", + "issue:53912", + "issue:54050", + "issue:54060", + "issue:60213", + "issue:61005", + "issue:61880", + "issue:63219", + "issue:63923", + "issue:64202", + "issue:64292", + "issue:64452", + "issue:64743", + "issue:64852", + "issue:65563", + "issue:65742", + "issue:65875", + "issue:66088", + "issue:66564", + "issue:66674", + "issue:66732", + "issue:66784", + "issue:66885", + "issue:66957", + "issue:67131", + "issue:67220", + "issue:67357", + "issue:67573", + "issue:68059", + "issue:68181", + "issue:68245", + "issue:68336", + "issue:68797" + ], + "soft_pairs": [ + "issue:53876|issue:53892", + "issue:63923|issue:65742", + "issue:67357|issue:68797", + "issue:67220|issue:68336", + "issue:33864|issue:60213", + "issue:34249|issue:64743", + "issue:53390|issue:64202", + "issue:66957|issue:67131", + "issue:52766|issue:53912", + "issue:32362|issue:36507", + "issue:52488|issue:61005", + "issue:66732|issue:68245", + "issue:50971|issue:63219", + "issue:54060|issue:66674", + "issue:68059|issue:68181", + "issue:61880|issue:66784", + "issue:38826|issue:64452", + "issue:65875|issue:67573", + "issue:34665|issue:36811", + "issue:66564|issue:66885", + "issue:64292|issue:65563", + "issue:48479|issue:54050", + "issue:33272|issue:53658", + "issue:64852|issue:66088" + ], + "prepared_review_unit_hash": "fbea3889a1e3eac790edf820a48da85a740e5bdea81e674999d2d431ac75fc8e", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 35523, + "estimated_input_tokens": 8881, + "estimated_eval_tokens": 18018 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This cluster is mostly a set of unrelated issues connected only by superficial wording. The only clear duplicate pair is the session model override reset bug (#65875 and #67573).", + "confidence": 0.91, + "canonical_issue_reason": "#67573 is the best canonical issue: it states the shared bug directly and covers both /new and /reset, making it broader and cleaner than #65875\u2019s narrower /new-only symptom.", + "canonical_pr_reason": null, + "best_issue_reason": "#67573 is the strongest global issue choice because it captures the full user-facing behavior and the intended fix scope in one place.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:53876", + "right": "issue:53892", + "accept": false, + "reason": "Both are Telegram-related, but one is about channel config after upgrade and the other is about WhatsApp outbound messages being echoed back; different systems and failure modes." + }, + { + "left": "issue:63923", + "right": "issue:65742", + "accept": false, + "reason": "Both involve model/config behavior, but one is auto-compaction/context-window logic and the other is pdf-tool provider validation; not the same bug." + }, + { + "left": "issue:67357", + "right": "issue:68797", + "accept": false, + "reason": "Discord file sending bugs and subagent context leakage are unrelated code paths; no evidence of a shared underlying defect." + }, + { + "left": "issue:67220", + "right": "issue:68336", + "accept": false, + "reason": "Both mention 404s in tool/provider flows, but they target different integrations and endpoints; too broad to merge." + }, + { + "left": "issue:33864", + "right": "issue:60213", + "accept": false, + "reason": "Both can end in session loss, but one is provider-error message deletion and the other is compaction after context_window_exceeded; distinct root causes." + }, + { + "left": "issue:34249", + "right": "issue:64743", + "accept": false, + "reason": "A CLI boot/configuration question is unrelated to the MoE model-selection bug." + }, + { + "left": "issue:53390", + "right": "issue:64202", + "accept": false, + "reason": "Browser snapshot viewport behavior and Dreams Scene CSS clipping are different subsystems and different bug classes." + }, + { + "left": "issue:66957", + "right": "issue:67131", + "accept": false, + "reason": "Both are model/config startup regressions, but one is implicit provider discovery delay and the other is persisted baseUrl path corruption; not the same change." + }, + { + "left": "issue:52766", + "right": "issue:53912", + "accept": false, + "reason": "Gateway startup failures in local loopback vs Docker restart-loop behavior are related only at a high level; the concrete bugs differ." + }, + { + "left": "issue:32362", + "right": "issue:36507", + "accept": false, + "reason": "Both concern file attachments, but Telegram xlsx staging and Slack media/inbound read-tool access are separate channel-specific bugs." + }, + { + "left": "issue:52488", + "right": "issue:61005", + "accept": false, + "reason": "A missing operator.read scope warning and an Android onboarding button disabled offline are unrelated." + }, + { + "left": "issue:66732", + "right": "issue:68245", + "accept": false, + "reason": "Telegram reminder-note leakage and Active Memory reply hangs affect different flows and have different symptoms." + }, + { + "left": "issue:50971", + "right": "issue:63219", + "accept": false, + "reason": "A reverse-proxy/security-group feature request is unrelated to the generic feature issue labeled Mythos." + }, + { + "left": "issue:54060", + "right": "issue:66674", + "accept": false, + "reason": "Both are error-surfacing bugs, but one is a fallback-model rate-limit message and the other is HTML rawError misreported as DNS failure." + }, + { + "left": "issue:68059", + "right": "issue:68181", + "accept": false, + "reason": "Both involve snapshot APIs, but one is a Playwright capability mismatch for refs=aria and the other is malformed params / oversized payloads on macOS." + }, + { + "left": "issue:61880", + "right": "issue:66784", + "accept": false, + "reason": "Video file size limits and provider config-schema validation are different problem spaces." + }, + { + "left": "issue:38826", + "right": "issue:64452", + "accept": false, + "reason": "Both are Telegram audio-related, but one leaks NO_REPLY tokens and the other fails to trigger an agent turn on voice note input." + }, + { + "left": "issue:65875", + "right": "issue:67573", + "accept": true, + "reason": "These describe the same underlying bug: session-level model override is not cleared on new/reset actions, causing fallback to the wrong model instead of the configured default." + }, + { + "left": "issue:34665", + "right": "issue:36811", + "accept": false, + "reason": "Feishu invalid user_id handling and Telegram NO_REPLY leakage are unrelated messaging bugs." + }, + { + "left": "issue:66564", + "right": "issue:66885", + "accept": false, + "reason": "Control UI lag and Telegram polling/subagent timeout on Windows do not share a concrete code path." + }, + { + "left": "issue:64292", + "right": "issue:65563", + "accept": false, + "reason": "sessions_spawn agentId validation and webhooks flow_runs owner_session_key null insertion are different backend issues." + }, + { + "left": "issue:48479", + "right": "issue:54050", + "accept": false, + "reason": "Google-Vertex auth method selection and Telegram lane refresh_token reuse are separate auth bugs." + }, + { + "left": "issue:33272", + "right": "issue:53658", + "accept": false, + "reason": "Both are provider-compatibility problems, but one is reasoning_effort sent to unsupported endpoints and the other is OpenAI-compat store/replay handling." + }, + { + "left": "issue:64852", + "right": "issue:66088", + "accept": false, + "reason": "Google-vertex auth regression and Discord skill token validation are unrelated." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The analyst summary is grounded in the packet and stays conservative. The accepted pair (#65875/#67573) looks like the same session-model-override bug, and the other soft-edge rejections are reasonably supported by the issue titles without overstating shared root causes." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 227, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:26250", + "issue:30672", + "issue:32807", + "issue:33119", + "issue:34582", + "issue:35975", + "issue:36056", + "issue:36057", + "issue:40343", + "issue:51036", + "issue:51084", + "issue:51111", + "issue:53010", + "issue:53566", + "issue:53709", + "issue:53744", + "issue:64131", + "issue:64256", + "issue:64287", + "issue:64291", + "issue:64302", + "issue:64938", + "issue:64982", + "issue:65360", + "issue:65693", + "issue:65751", + "issue:65967", + "issue:66219", + "issue:66597", + "issue:66669", + "issue:66773", + "issue:66839", + "issue:66953", + "issue:67048", + "issue:67051", + "issue:67248", + "issue:67264", + "issue:67378", + "issue:67999", + "issue:68188", + "issue:68241", + "issue:68272", + "issue:68466", + "issue:68593", + "issue:68623", + "issue:68804", + "issue:68818" + ], + "soft_pairs": [ + "issue:64938|issue:68241", + "issue:33119|issue:65360", + "issue:68272|issue:68466", + "issue:65693|issue:66953", + "issue:51111|issue:53709", + "issue:26250|issue:68593", + "issue:32807|issue:51084", + "issue:64291|issue:64302", + "issue:34582|issue:68188", + "issue:36056|issue:66839", + "issue:36057|issue:51036", + "issue:40343|issue:66597", + "issue:51036|issue:68623", + "issue:53010|issue:67048", + "issue:64131|issue:67051", + "issue:64256|issue:65967", + "issue:64982|issue:65751", + "issue:66219|issue:66773", + "issue:66669|issue:67999", + "issue:67248|issue:67264", + "issue:68804|issue:68818", + "issue:64287|issue:67378", + "issue:53566|issue:53744", + "issue:30672|issue:35975" + ], + "prepared_review_unit_hash": "4d022c2f20e1635fe7ee51f73b27e1e1d5ad53d4be9702b691affe00ffc729b6", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 24, + "serialized_chars": 34549, + "estimated_input_tokens": 8638, + "estimated_eval_tokens": 17532 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "No soft edge looks like a true duplicate pair. The proposed matches are mostly superficial (same subsystem, same symptom class, or same wording) but describe different code paths, different products, or different failure modes.", + "confidence": 0.98, + "canonical_issue_reason": "No canonical issue is safe here: the cluster is heterogeneous and the soft pairs are not the same underlying bug.", + "canonical_pr_reason": null, + "best_issue_reason": "No global best issue; none of these issues is a reliable representative duplicate target for the rest.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:64938", + "right": "issue:68241", + "accept": false, + "reason": "Both are 'Unknown model' reports, but they concern different providers/models and likely different registry paths (codex/* startup registration vs Claude model lookup)." + }, + { + "left": "issue:33119", + "right": "issue:65360", + "accept": false, + "reason": "Image attachment rendering in webchat is unrelated to an incorrect context-window display for claude-sonnet-4-6." + }, + { + "left": "issue:68272", + "right": "issue:68466", + "accept": false, + "reason": "Both involve dropped content, but one is about image attachments and the other about URL-containing messages after in-place upgrade; different failure modes." + }, + { + "left": "issue:65693", + "right": "issue:66953", + "accept": false, + "reason": "Both mention session/thread routing, but one is a base-session deliveryContext threadId loss and the other is transcript written to the wrong agent session in a multi-account setup." + }, + { + "left": "issue:51111", + "right": "issue:53709", + "accept": false, + "reason": "WhatsApp QR disconnect/device_removed is unrelated to invalid GH_TOKEN leaking into gh subprocesses." + }, + { + "left": "issue:26250", + "right": "issue:68593", + "accept": false, + "reason": "SSH tunnel security rejection and menubar gateway health-check status are different components and symptoms." + }, + { + "left": "issue:32807", + "right": "issue:51084", + "accept": false, + "reason": "Browser relay messaging-only sessions and Feishu document-reading failure are separate integrations and bugs." + }, + { + "left": "issue:64291", + "right": "issue:64302", + "accept": false, + "reason": "Transcript replay truncation and compaction settings being ignored are related to context handling but not the same concrete bug." + }, + { + "left": "issue:34582", + "right": "issue:68188", + "accept": false, + "reason": "WhatsApp messages only appearing on terminal input is distinct from Matrix delivery failing to reach the agent session." + }, + { + "left": "issue:36056", + "right": "issue:66839", + "accept": false, + "reason": "Control UI allowed-origins rejection and missing system.run.prepare advertisement on macOS are unrelated gateway issues." + }, + { + "left": "issue:36057", + "right": "issue:51036", + "accept": false, + "reason": "Both touch OpenAI-compatible/custom provider handling, but tool_choice loss on streamSimple is not the same as empty payloads and zero usage." + }, + { + "left": "issue:40343", + "right": "issue:66597", + "accept": false, + "reason": "Telegram auto-compaction deleting a delivered message is unrelated to webchat message flicker after send." + }, + { + "left": "issue:51036", + "right": "issue:68623", + "accept": false, + "reason": "Zero-usage completion on a provider path and MCP subprocess cleanup after isolated session completion are different bugs." + }, + { + "left": "issue:53010", + "right": "issue:67048", + "accept": false, + "reason": "Wechat image sending is a feature request; @mention filtering in group chat is a different feature request." + }, + { + "left": "issue:64131", + "right": "issue:67051", + "accept": false, + "reason": "WebUI dreaming page display abnormality and config-validation error when disabling a skill are unrelated UI/config issues." + }, + { + "left": "issue:64256", + "right": "issue:65967", + "accept": false, + "reason": "Wrong-session routing in TUI is unrelated to stale model name display after fallback." + }, + { + "left": "issue:64982", + "right": "issue:65751", + "accept": false, + "reason": "Doctor allowlist advisory wording and broken Slack JSON manifest framing are separate diagnostics/serialization problems." + }, + { + "left": "issue:66219", + "right": "issue:66773", + "accept": false, + "reason": "Both are token/security-related, but one is about doctor repair re-embedding tokens and the other about RPC returning plaintext device tokens; different code paths." + }, + { + "left": "issue:66669", + "right": "issue:67999", + "accept": false, + "reason": "Both are webchat display issues, but one is image attachments not rendering and the other is dynamic message updates requiring refresh." + }, + { + "left": "issue:67248", + "right": "issue:67264", + "accept": false, + "reason": "ACP streamTo failure under GPT-5.4 and tilde-expansion of browser executablePath are unrelated gateway/runtime bugs." + }, + { + "left": "issue:68804", + "right": "issue:68818", + "accept": false, + "reason": "False LINE channel warning and MCP diagram-generator tools not exposed are unrelated integration issues." + }, + { + "left": "issue:64287", + "right": "issue:67378", + "accept": false, + "reason": "Broken parentId chains in transcripts and missing LID\u2192PN resolution causing ghost chats are different WhatsApp/session data-path bugs." + }, + { + "left": "issue:53566", + "right": "issue:53744", + "accept": false, + "reason": "Unknown model rejection and missing image-generation capability are both Google-plugin-related but concern different feature surfaces." + }, + { + "left": "issue:30672", + "right": "issue:35975", + "accept": false, + "reason": "Bedrock geo-restriction reachability failure and third-party relay thinking-mode failure are different provider/network problems." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 228, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:28222", + "issue:30335", + "issue:32113", + "issue:33166", + "issue:33730", + "issue:34308", + "issue:35277", + "issue:35859", + "issue:35975", + "issue:36620", + "issue:36757", + "issue:36838", + "issue:43305", + "issue:50401", + "issue:50982", + "issue:51049", + "issue:53398", + "issue:53708", + "issue:53935", + "issue:58957", + "issue:62627", + "issue:62868", + "issue:62875", + "issue:63190", + "issue:63236", + "issue:63654", + "issue:63725", + "issue:63997", + "issue:64244", + "issue:64287", + "issue:64867", + "issue:64912", + "issue:65582", + "issue:66065", + "issue:66135", + "issue:66588", + "issue:66732", + "issue:67152", + "issue:67314", + "issue:67750", + "issue:68074", + "issue:68188", + "issue:68363", + "issue:68530", + "issue:68696", + "issue:68766", + "issue:68791", + "issue:68810" + ], + "soft_pairs": [ + "issue:58957|issue:67750", + "issue:66135|issue:68810", + "issue:62627|issue:62868", + "issue:35975|issue:43305", + "issue:36757|issue:50982", + "issue:64912|issue:68766", + "issue:32113|issue:63997", + "issue:50401|issue:67152", + "issue:28222|issue:53935", + "issue:63236|issue:64244", + "issue:66065|issue:66588", + "issue:63190|issue:66732", + "issue:68363|issue:68791", + "issue:53398|issue:67314", + "issue:64287|issue:64867", + "issue:30335|issue:33730", + "issue:33166|issue:36620", + "issue:34308|issue:68696", + "issue:35277|issue:35859", + "issue:36838|issue:63725", + "issue:51049|issue:68188", + "issue:62875|issue:65582", + "issue:53708|issue:63654", + "issue:68074|issue:68530" + ], + "prepared_review_unit_hash": "57ae84b46a10b77cfcec8c006ecc9ea03a0d72f5524f736a5ad8cdba7ae8d399", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 35151, + "estimated_input_tokens": 8788, + "estimated_eval_tokens": 17832 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This cluster is mostly a set of false-positive similarity hits across unrelated bugs/features. I rejected all soft edges; there is no clear PR candidate here. The closest issue-level anchor is the session-context/model-switch report, but it does not subsume the rest of the items.", + "confidence": 0.42, + "canonical_issue_reason": "Issue 58957 is the most root-cause-oriented and broadly framed report in the set, centered on session-context handling rather than a narrow symptom.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 58957 is the clearest standalone bug report with a concrete failure mode and enough detail to serve as the best representative issue in this mixed cluster.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:58957", + "right": "issue:67750", + "accept": false, + "reason": "Related session/compaction area, but different failure paths: silent model-switch failure vs auto-compaction timeout and /new fallback." + }, + { + "left": "issue:66135", + "right": "issue:68810", + "accept": false, + "reason": "Both involve Windows/runtime problems, but the concrete symptoms and subsystems differ (cron/print/background exec vs gateway/WebSocket/crash uploads)." + }, + { + "left": "issue:62627", + "right": "issue:62868", + "accept": false, + "reason": "Both are packaging/bundled-plugin regressions, but one is missing optional deps globally while the other is a specific missing Telegram setup file." + }, + { + "left": "issue:35975", + "right": "issue:43305", + "accept": false, + "reason": "Both concern tool-call/session failures, but they describe different providers and distinct error conditions." + }, + { + "left": "issue:36757", + "right": "issue:50982", + "accept": false, + "reason": "Both touch Telegram messaging, but one is a feature request for link preview control and the other is cron topic/thread-id support." + }, + { + "left": "issue:64912", + "right": "issue:68766", + "accept": false, + "reason": "Different bugs in unrelated areas: missing packaged test assets vs Feishu WebSocket reconnect behavior." + }, + { + "left": "issue:32113", + "right": "issue:63997", + "accept": false, + "reason": "Both are packaging/install complaints, but the described missing artifacts and platforms are not the same." + }, + { + "left": "issue:50401", + "right": "issue:67152", + "accept": false, + "reason": "Both involve agent/tool execution, but one is a third-party API relay tool-call error and the other is memory-core subagent runtime misuse." + }, + { + "left": "issue:28222", + "right": "issue:53935", + "accept": false, + "reason": "No clear overlap beyond being bare bug reports; the built-in diagnostics plugin issue and the empty-title issue are not the same bug." + }, + { + "left": "issue:63236", + "right": "issue:64244", + "accept": false, + "reason": "Both are MiniMax image issues, but one is an iMessage processing error and the other is a routing regression to the wrong endpoint." + }, + { + "left": "issue:66065", + "right": "issue:66588", + "accept": false, + "reason": "Both involve browser/CDP startup, but one is a Docker/Linux managed-profile regression and the other is an ARM/Raspberry Pi plugin launch fallback." + }, + { + "left": "issue:63190", + "right": "issue:66732", + "accept": false, + "reason": "Both are Telegram-related, but one is voice note ingestion to ASR and the other is reminder note leakage after scheduling." + }, + { + "left": "issue:68363", + "right": "issue:68791", + "accept": false, + "reason": "Both mention incomplete turns on Windows/heartbeat flows, but the root causes differ: LM Studio heartbeat model loads vs scheduled-task gateway health on native Windows." + }, + { + "left": "issue:53398", + "right": "issue:67314", + "accept": false, + "reason": "One is a misleading dual-stack port-in-use error; the other is a context-limit message caused by heartbeat model bleed. Different bugs and code paths." + }, + { + "left": "issue:64287", + "right": "issue:64867", + "accept": false, + "reason": "Both mention session loss/timeouts, but one is broken parentId chaining in transcripts and the other is an active-memory timeout/failover blockage." + }, + { + "left": "issue:30335", + "right": "issue:33730", + "accept": false, + "reason": "No evidence they are the same bug; one is an edit-tool file lookup problem and the other is an unrelated Chinese-titled issue." + }, + { + "left": "issue:33166", + "right": "issue:36620", + "accept": false, + "reason": "Different concerns: pnpm install/package error versus UI lifecycle node test execution under a specific config." + }, + { + "left": "issue:34308", + "right": "issue:68696", + "accept": false, + "reason": "The Telegram inter-session delivery bug is unrelated to the other empty-titled issue; no shared concrete failure." + }, + { + "left": "issue:35277", + "right": "issue:35859", + "accept": false, + "reason": "Both mention duplicate-looking message behavior, but one is terminal UI duplication and the other is web chat forwarding to Telegram." + }, + { + "left": "issue:36838", + "right": "issue:63725", + "accept": false, + "reason": "Different feature requests for different model/UI capabilities; not the same underlying change." + }, + { + "left": "issue:51049", + "right": "issue:68188", + "accept": false, + "reason": "Both are inbound-message delivery problems, but WhatsApp-on-k3s and Matrix delivery to agent session are separate integrations and failure modes." + }, + { + "left": "issue:62875", + "right": "issue:65582", + "accept": false, + "reason": "Package contents missing a Telegram src directory is unrelated to a macOS mkdir /home/node ENOENT." + }, + { + "left": "issue:53708", + "right": "issue:63654", + "accept": false, + "reason": "Both are vision/image-capability mismatches, but one is openai-codex media provider registration and the other is Qwen Coding Plan endpoint vision blocking." + }, + { + "left": "issue:68074", + "right": "issue:68530", + "accept": false, + "reason": "Both involve dreaming-narrative/memory-core behavior, but one is cleanup permission failure and the other is repeated session spawning with token burn." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 229, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:25303", + "issue:25592", + "issue:29367", + "issue:29506", + "issue:29727", + "issue:30704", + "issue:31760", + "issue:32739", + "issue:32807", + "issue:32838", + "issue:32913", + "issue:34665", + "issue:35632", + "issue:36672", + "issue:37198", + "issue:41342", + "issue:50537", + "issue:50937", + "issue:51062", + "issue:52405", + "issue:53162", + "issue:53464", + "issue:53591", + "issue:53753", + "issue:53849", + "issue:53881", + "issue:53912", + "issue:62875", + "issue:63079", + "issue:63740", + "issue:63999", + "issue:64244", + "issue:64385", + "issue:64397", + "issue:64955", + "issue:64982", + "issue:65043", + "issue:65495", + "issue:66280", + "issue:66290", + "issue:66690", + "issue:66744", + "issue:66785", + "issue:67423", + "issue:67469", + "issue:67485", + "issue:68124", + "issue:68578" + ], + "soft_pairs": [ + "issue:25592|issue:30704", + "issue:63999|issue:65043", + "issue:65495|issue:66690", + "issue:29506|issue:53753", + "issue:32913|issue:67485", + "issue:67469|issue:68578", + "issue:66280|issue:66744", + "issue:36672|issue:53591", + "issue:29727|issue:51062", + "issue:31760|issue:32739", + "issue:32838|issue:68124", + "issue:34665|issue:35632", + "issue:50537|issue:64955", + "issue:53881|issue:66785", + "issue:53912|issue:66290", + "issue:32807|issue:53162", + "issue:50937|issue:52405", + "issue:29367|issue:53849", + "issue:53464|issue:64385", + "issue:63079|issue:63740", + "issue:64982|issue:67423", + "issue:25303|issue:37198", + "issue:62875|issue:64397", + "issue:41342|issue:64244" + ], + "prepared_review_unit_hash": "6f4406d61baa00805201e30da835335fb1ab45b43f34951077025c2a67778015", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 35009, + "estimated_input_tokens": 8753, + "estimated_eval_tokens": 17762 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Mostly unrelated issues; the only strong duplicate-like pair is the tool-call text leakage reports. No PRs are present.", + "confidence": 0.78, + "canonical_issue_reason": "Issue 25592 is the broadest, most central report of the tool-call/text leakage class, and it can encompass the more specific chat-channel leak report in 30704.", + "canonical_pr_reason": null, + "best_issue_reason": "25592 is the best representative issue because it describes the underlying leakage bug at the highest level and is open with broader scope than the specific downstream reports.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:25592", + "right": "issue:30704", + "accept": true, + "reason": "Both describe internal text/tool-call trace leaking into user-visible chat output; 30704 looks like a concrete channel-specific instance of the same underlying leakage bug." + }, + { + "left": "issue:63999", + "right": "issue:65043", + "accept": false, + "reason": "Both mention visible chat leakage, but 63999 is raw XML exposure while 65043 is a Slack thread-routing/top-level post issue; different symptoms and likely different code paths." + }, + { + "left": "issue:65495", + "right": "issue:66690", + "accept": false, + "reason": "Both involve browser/CDP localhost connectivity, but one is SSRF policy blocking localhost on WSL2 and the other is a hardcoded 127.0.0.1 sandbox setup bug; related area, not the same bug." + }, + { + "left": "issue:29506", + "right": "issue:53753", + "accept": false, + "reason": "Slack missing_scope on channel-name lookup is unrelated to the Control UI provider/model picker combining IDs." + }, + { + "left": "issue:32913", + "right": "issue:67485", + "accept": false, + "reason": "One is stale version display in status, the other is a broken bin symlink after update; both touch versioning but are distinct failures." + }, + { + "left": "issue:67469", + "right": "issue:68578", + "accept": false, + "reason": "Persisting Gemini replies to transcripts is unrelated to a weather prompt causing an infinite loop." + }, + { + "left": "issue:66280", + "right": "issue:66744", + "accept": false, + "reason": "Gateway x-openclaw-model routing failure is not the same as provider?.models?.some throwing in chat/completions." + }, + { + "left": "issue:36672", + "right": "issue:53591", + "accept": false, + "reason": "Invalid JSON payload on every request is a different failure mode from kimi-coding tool calls losing args due to missing moonshot-thinking compatibility." + }, + { + "left": "issue:29727", + "right": "issue:51062", + "accept": false, + "reason": "allowed: none from subagents is a permissions/config issue, whereas subagent failed to execute or produce output is broader execution failure." + }, + { + "left": "issue:31760", + "right": "issue:32739", + "accept": false, + "reason": "Both are restart loops, but they affect different integrations (Discord health monitor vs Slack Socket Mode provider) and appear to have different triggers." + }, + { + "left": "issue:32838", + "right": "issue:68124", + "accept": false, + "reason": "Missing advisory_scope.mjs in a hook bundle is unrelated to f.toLowerCase not being a function in agent:bootstrap." + }, + { + "left": "issue:34665", + "right": "issue:35632", + "accept": false, + "reason": "Feishu user_id mapping and Telegram reply_to_current Deleted message are different messaging bugs." + }, + { + "left": "issue:50537", + "right": "issue:64955", + "accept": false, + "reason": "doctor --fix crashing on Discord SecretRef and x_search failing on xAI SecretRef are separate auth/doctor paths." + }, + { + "left": "issue:53881", + "right": "issue:66785", + "accept": false, + "reason": "Both are UI layout/scrolling complaints, but they concern different screens and not the same defect." + }, + { + "left": "issue:53912", + "right": "issue:66290", + "accept": false, + "reason": "Gateway restart-loop from docker setup is unrelated to bundled channels failing to load with stack overflow." + }, + { + "left": "issue:32807", + "right": "issue:53162", + "accept": false, + "reason": "Browser relay/session stays messaging-only is a browser-tool enablement issue, while WhatsApp cron delivery failing is a listener-availability problem." + }, + { + "left": "issue:50937", + "right": "issue:52405", + "accept": false, + "reason": "Pre-existing CI failures blocking a PR and exec/system.run cwd approval errors are unrelated." + }, + { + "left": "issue:29367", + "right": "issue:53849", + "accept": false, + "reason": "Default subagents inheriting the wrong workspace and a nearly empty bug report are not the same underlying issue." + }, + { + "left": "issue:53464", + "right": "issue:64385", + "accept": false, + "reason": "Anthropic token truncation during paste and openclaw.json truncation to 379 bytes are both corruption-like, but they affect different inputs and storage layers." + }, + { + "left": "issue:63079", + "right": "issue:63740", + "accept": false, + "reason": "Google Chat non-response due to audience validation is unrelated to dist/run-main source corruption and SyntaxError." + }, + { + "left": "issue:64982", + "right": "issue:67423", + "accept": false, + "reason": "An advisory warning about plugins.allow being an exclusive allowlist is unrelated to auth routing ignoring a provider entry apiKey." + }, + { + "left": "issue:25303", + "right": "issue:37198", + "accept": false, + "reason": "Verbose exec-call visibility and cron messages causing gateway restart loops are unrelated bugs." + }, + { + "left": "issue:62875", + "right": "issue:64397", + "accept": false, + "reason": "Telegram bundled plugin missing src/ and voice-call plugin missing runtime-api.js are different packaging/bundle-resolution issues." + }, + { + "left": "issue:41342", + "right": "issue:64244", + "accept": false, + "reason": "Truncated TTS audio and MiniMax image tool bypassing routing are unrelated provider-specific bugs." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet and stays conservative. The only accepted soft edge, issue:25592 \u2194 issue:30704, is supported by both titles describing tool-call/text leakage into user-visible chat. The other pair verdicts are appropriately rejected as related-but-distinct rather than duplicates. No PRs are present, so that part is also consistent." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 230, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:32633", + "issue:33358", + "issue:35283", + "issue:35518", + "issue:37457", + "issue:37548", + "issue:44778", + "issue:51357", + "issue:51972", + "issue:53384", + "issue:53879", + "issue:53949", + "issue:54061", + "issue:54080", + "issue:56941", + "issue:61412", + "issue:61880", + "issue:62131", + "issue:62960", + "issue:63033", + "issue:63704", + "issue:64272", + "issue:64326", + "issue:64480", + "issue:64496", + "issue:64529", + "issue:64555", + "issue:64971", + "issue:65042", + "issue:65297", + "issue:65424", + "issue:65426", + "issue:65875", + "issue:66253", + "issue:66306", + "issue:66334", + "issue:66336", + "issue:66470", + "issue:66647", + "issue:67131", + "issue:67170", + "issue:67994", + "issue:68001", + "issue:68044", + "issue:68215", + "issue:68585", + "issue:68616", + "issue:68709" + ], + "soft_pairs": [ + "issue:61880|issue:64529", + "issue:66253|issue:68044", + "issue:53384|issue:63033", + "issue:32633|issue:68616", + "issue:33358|issue:65426", + "issue:35283|issue:56941", + "issue:35518|issue:68585", + "issue:37548|issue:62131", + "issue:61412|issue:64496", + "issue:64272|issue:67170", + "issue:54061|issue:54080", + "issue:44778|issue:65042", + "issue:67131|issue:68215", + "issue:63704|issue:66647", + "issue:65297|issue:65426", + "issue:51972|issue:64971", + "issue:37457|issue:66336", + "issue:62960|issue:64480", + "issue:66470|issue:67994", + "issue:66470|issue:68001", + "issue:64555|issue:68709", + "issue:51357|issue:66306", + "issue:53879|issue:53949", + "issue:65875|issue:66334", + "issue:64326|issue:65424" + ], + "prepared_review_unit_hash": "57eab8bf2200f38831161a6b06b5755f3c93b752eb6b6f89675772a3bc680151", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 25, + "serialized_chars": 35471, + "estimated_input_tokens": 8868, + "estimated_eval_tokens": 17992 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Mostly heterogeneous issue set with a few tight duplicate-like pairs. The strongest overlaps are Telegram media path validation, session-routing cross-wire, tool-call narration leakage, and stale session model overrides. No PRs are present.", + "confidence": 0.74, + "canonical_issue_reason": "No single canonical issue for the whole set: the cluster splits into several unrelated bugs, with only a few clear pairwise duplicates.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:51972 is the best representative issue if one must be chosen: it is concrete, well-scoped, and describes a high-impact session-routing failure with clear user-facing consequences.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:61880", + "right": "issue:64529", + "accept": false, + "reason": "Different media failures: video size limit vs TTS audio blocked by reply-media path allowlist." + }, + { + "left": "issue:66253", + "right": "issue:68044", + "accept": false, + "reason": "Both involve images being dropped, but for different providers and code paths; not the same concrete bug." + }, + { + "left": "issue:53384", + "right": "issue:63033", + "accept": false, + "reason": "One is a streaming text-block drop; the other is TTS audio delivery mismatch. Different output types and failures." + }, + { + "left": "issue:32633", + "right": "issue:68616", + "accept": false, + "reason": "68616 has no usable title/body detail, so there is no basis to match it to the specific transcriptPath restart bug." + }, + { + "left": "issue:33358", + "right": "issue:65426", + "accept": true, + "reason": "Both report Telegram rejecting local/workspace-relative MEDIA paths during outbound delivery; same path-validation bug." + }, + { + "left": "issue:35283", + "right": "issue:56941", + "accept": false, + "reason": "Both mention sessions, but one is restart restore failure and the other is isolatedSession creation; different triggers and behavior." + }, + { + "left": "issue:35518", + "right": "issue:68585", + "accept": false, + "reason": "Different platforms and features: Feishu reply threading vs Slack thread_ts support request." + }, + { + "left": "issue:37548", + "right": "issue:62131", + "accept": false, + "reason": "Duplicate plugin-id warning and startup unconfigured flicker are unrelated issues." + }, + { + "left": "issue:61412", + "right": "issue:64496", + "accept": false, + "reason": "64496 has no usable description/title, so it cannot be matched to the MiniMax TTS provider bug." + }, + { + "left": "issue:64272", + "right": "issue:67170", + "accept": false, + "reason": "Generic TTS regression vs Telegram delivery failure from a plugin; not the same code-path problem." + }, + { + "left": "issue:54061", + "right": "issue:54080", + "accept": true, + "reason": "Both are about suppressing inline/pre-tool assistant narration when tool use is involved; same leakage behavior." + }, + { + "left": "issue:44778", + "right": "issue:65042", + "accept": false, + "reason": "Feishu image crash vs Gmail watcher port conflict; unrelated subsystems and failures." + }, + { + "left": "issue:67131", + "right": "issue:68215", + "accept": false, + "reason": "One is a models.json baseUrl persistence problem; the other is config schema breakage from re-injected telemetry ID." + }, + { + "left": "issue:63704", + "right": "issue:66647", + "accept": false, + "reason": "Control UI form/raw syntax error is unrelated to Telegram prompt token explosion." + }, + { + "left": "issue:65297", + "right": "issue:65426", + "accept": false, + "reason": "Both involve Telegram media, but one is buffer upload not delivered and the other is workspace-relative path rejection." + }, + { + "left": "issue:51972", + "right": "issue:64971", + "accept": true, + "reason": "Both describe replies being routed to the wrong channel/session backend in cross-wired externally-backed sessions." + }, + { + "left": "issue:37457", + "right": "issue:66336", + "accept": false, + "reason": "State-dir fallback for auto-created agent dirs is unrelated to sessions_spawn pairing-required failure." + }, + { + "left": "issue:62960", + "right": "issue:64480", + "accept": false, + "reason": "Slack private-file redirect regression and BlueBubbles send-method misconfiguration are unrelated." + }, + { + "left": "issue:66470", + "right": "issue:67994", + "accept": false, + "reason": "Pondering-state stuckness is not the same as a local Ollama reply failure." + }, + { + "left": "issue:66470", + "right": "issue:68001", + "accept": false, + "reason": "Same as above; 68001 is a separate duplicate of 67994, not the 66470 bug." + }, + { + "left": "issue:64555", + "right": "issue:68709", + "accept": false, + "reason": "Profile-boundary credential leakage and hot-save file mode regression are different security bugs." + }, + { + "left": "issue:51357", + "right": "issue:66306", + "accept": false, + "reason": "Both are health-check false negatives, but one is CLI probe timeout and the other is macOS UI pending state; not the same concrete issue." + }, + { + "left": "issue:53879", + "right": "issue:53949", + "accept": false, + "reason": "Telegram outbound filePath upload failure vs inbound image download silence are different directions and failure modes." + }, + { + "left": "issue:65875", + "right": "issue:66334", + "accept": true, + "reason": "Both describe stale session model override state persisting and overriding the configured primary model across session changes." + }, + { + "left": "issue:64326", + "right": "issue:65424", + "accept": false, + "reason": "Ollama token-limit reporting and Minimax attachment handling are unrelated model/provider bugs." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The analysis is grounded in the packet and stays conservative overall. The accepted soft pairs are plausibly same-bug matches from the titles/bodies provided, and the rejected pairs are explained without overclaiming. The summary correctly notes the cluster is mostly heterogeneous and that no PRs are present." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 231, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:29367", + "issue:29506", + "issue:30924", + "issue:32739", + "issue:32841", + "issue:32892", + "issue:34253", + "issue:35227", + "issue:35859", + "issue:36170", + "issue:37457", + "issue:50937", + "issue:51036", + "issue:51062", + "issue:51810", + "issue:52510", + "issue:53354", + "issue:53463", + "issue:53870", + "issue:55011", + "issue:58235", + "issue:62623", + "issue:63752", + "issue:64174", + "issue:64283", + "issue:64348", + "issue:64522", + "issue:65184", + "issue:65201", + "issue:65214", + "issue:65533", + "issue:65563", + "issue:65600", + "issue:65751", + "issue:65763", + "issue:65790", + "issue:66191", + "issue:66591", + "issue:66953", + "issue:67193", + "issue:67525", + "issue:67712", + "issue:67957", + "issue:67987", + "issue:68436", + "issue:68470", + "issue:68471" + ], + "soft_pairs": [ + "issue:65533|issue:68436", + "issue:30924|issue:51062", + "issue:35859|issue:53354", + "issue:36170|issue:65201", + "issue:53463|issue:65600", + "issue:65790|issue:66191", + "issue:66591|issue:67525", + "issue:32892|issue:65563", + "issue:34253|issue:66953", + "issue:64283|issue:67957", + "issue:68470|issue:68471", + "issue:51036|issue:58235", + "issue:63752|issue:65751", + "issue:51810|issue:52510", + "issue:67193|issue:67712", + "issue:29506|issue:32739", + "issue:64174|issue:67712", + "issue:29367|issue:37457", + "issue:32841|issue:35227", + "issue:62623|issue:67987", + "issue:50937|issue:53870", + "issue:55011|issue:65763", + "issue:64348|issue:64522", + "issue:65184|issue:65214" + ], + "prepared_review_unit_hash": "1ae3619bc0c6a06bbce88831481e48c9e2a4eda36eed1eb86ee5ebee14e14dd8", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 24, + "serialized_chars": 34735, + "estimated_input_tokens": 8684, + "estimated_eval_tokens": 17624 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "These items do not form a real duplicate cluster; the soft pairs are mostly broad thematic similarities (provider/auth, Telegram/Slack, agent paths) but describe different bugs and code paths, so all soft edges are rejected.", + "confidence": 0.89, + "canonical_issue_reason": "No strong duplicate set is present; issue 51062 is the most detailed, concrete bug report and is the best single anchor if one issue must represent the group.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 51062 has the richest reproduction/context and a clearly scoped failure mode, making it the strongest standalone issue in this mixed set.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:65533", + "right": "issue:68436", + "accept": false, + "reason": "Both mention missing/incomplete model outputs, but one is about missing reasoning in history and the other about payloads=0 on OpenRouter; different symptoms and likely different code paths." + }, + { + "left": "issue:30924", + "right": "issue:51062", + "accept": false, + "reason": "`tools.elevated.allowFrom` approval handling and subagent execution failure are unrelated bugs in different subsystems." + }, + { + "left": "issue:35859", + "right": "issue:53354", + "accept": false, + "reason": "Both involve messages being routed somewhere unexpected, but one is WebChat->Telegram forwarding and the other is WebSocket slash-command interception; not the same bug." + }, + { + "left": "issue:36170", + "right": "issue:65201", + "accept": false, + "reason": "Transcript file creation failure and a false-positive doctor warning about secrets are separate issues with different triggers." + }, + { + "left": "issue:53463", + "right": "issue:65600", + "accept": false, + "reason": "Both touch memory/compaction, but one overwrites the memory file while the other incorrectly skips compaction after the first response; opposite behaviors, different code paths." + }, + { + "left": "issue:65790", + "right": "issue:66191", + "accept": false, + "reason": "Image attachment bugs in the web UI and Telegram group chats are different frontend/integration paths." + }, + { + "left": "issue:66591", + "right": "issue:67525", + "accept": false, + "reason": "Context-engine registration breakage and a doctor crash in handler-state cleanup are unrelated." + }, + { + "left": "issue:32892", + "right": "issue:65563", + "accept": false, + "reason": "Provider plugin discovery during login and a webhook flow DB constraint failure are unrelated." + }, + { + "left": "issue:34253", + "right": "issue:66953", + "accept": false, + "reason": "Both mention routing/multi-agent behavior, but Feishu peer.match binding and wrong-session transcript writes are distinct failures." + }, + { + "left": "issue:64283", + "right": "issue:67957", + "accept": false, + "reason": "Service reinstall dropping an env var and update-time plugin/config overwrites are different install/update bugs." + }, + { + "left": "issue:68470", + "right": "issue:68471", + "accept": false, + "reason": "MiniMax token double-counting and an unnecessary heartbeat session reset are unrelated timing/accounting bugs." + }, + { + "left": "issue:51036", + "right": "issue:58235", + "accept": false, + "reason": "Both concern provider responses, but zero-payload/zero-usage and missing thought_signature in tool calls are different parsing/format issues." + }, + { + "left": "issue:63752", + "right": "issue:65751", + "accept": false, + "reason": "Anthropic auth lookup failure and a broken Slack JSON manifest are unrelated." + }, + { + "left": "issue:51810", + "right": "issue:52510", + "accept": false, + "reason": "Doctor/update failure on file-based SecretRef and a false cleanup hint for LaunchAgent plist are different doctor-path issues." + }, + { + "left": "issue:67193", + "right": "issue:67712", + "accept": false, + "reason": "Both involve openai-codex errors, but one is a missing /codex path causing 403 HTML and the other is misclassifying HTML/rate-limit responses as DNS failures; not the same concrete bug." + }, + { + "left": "issue:29506", + "right": "issue:32739", + "accept": false, + "reason": "Slack missing_scope on channel-name lookup and a Socket Mode restart loop are unrelated." + }, + { + "left": "issue:64174", + "right": "issue:67712", + "accept": false, + "reason": "A version-specific 403 HTML OAuth/runtime failure is not the same as an error-mapping bug that reports DNS failure for HTML/rate-limit responses." + }, + { + "left": "issue:29367", + "right": "issue:37457", + "accept": false, + "reason": "Both mention agent/workspace paths, but one is subagent workspace inheritance and the other is auto-created agent dirs ignoring OPENCLAW_STATE_DIR; related theme, different bug." + }, + { + "left": "issue:32841", + "right": "issue:35227", + "accept": false, + "reason": "Telegram pipeline instability and an unresponsive large-model/missing-save report are different symptoms and subsystems." + }, + { + "left": "issue:62623", + "right": "issue:67987", + "accept": false, + "reason": "Slack DM attachment download regression and missing outbound bot messages in DM session context are separate message-flow bugs." + }, + { + "left": "issue:50937", + "right": "issue:53870", + "accept": false, + "reason": "CI failures blocking a PR and a package awaiting VirusTotal scan are unrelated." + }, + { + "left": "issue:55011", + "right": "issue:65763", + "accept": false, + "reason": "Provider registration missing for image_generate and model \u0905\u0928\u0941\u092e\u0924\u093f issues for plugin-registered providers are different capability/validation problems." + }, + { + "left": "issue:64348", + "right": "issue:64522", + "accept": false, + "reason": "Missing qa/scenarios files in a release and a hardcoded QA dependency crash are related in theme but not the same concrete failure." + }, + { + "left": "issue:65184", + "right": "issue:65214", + "accept": false, + "reason": "Gateway service install failure on migrated systemd user installs and a bundled extension not loading are unrelated install/discovery bugs." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 232, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:24662", + "issue:32678", + "issue:33271", + "issue:33534", + "issue:34992", + "issue:35039", + "issue:35078", + "issue:35763", + "issue:35859", + "issue:50161", + "issue:50856", + "issue:51056", + "issue:52235", + "issue:53295", + "issue:53591", + "issue:53733", + "issue:53912", + "issue:54050", + "issue:58140", + "issue:62530", + "issue:62541", + "issue:62880", + "issue:63101", + "issue:63396", + "issue:63476", + "issue:64015", + "issue:64187", + "issue:64244", + "issue:64308", + "issue:66314", + "issue:66328", + "issue:66381", + "issue:66520", + "issue:66679", + "issue:66989", + "issue:67102", + "issue:67378", + "issue:67564", + "issue:67961", + "issue:68239", + "issue:68285", + "issue:68299", + "issue:68305", + "issue:68405", + "issue:68467", + "issue:68661", + "issue:68665", + "issue:68789" + ], + "soft_pairs": [ + "issue:32678|issue:35078", + "issue:64308|issue:68405", + "issue:67564|issue:68789", + "issue:54050|issue:64187", + "issue:35763|issue:53912", + "issue:53591|issue:67378", + "issue:62530|issue:63396", + "issue:66679|issue:66989", + "issue:24662|issue:63476", + "issue:33271|issue:50856", + "issue:33534|issue:35039", + "issue:34992|issue:62880", + "issue:35859|issue:68239", + "issue:50161|issue:64015", + "issue:51056|issue:67102", + "issue:52235|issue:66520", + "issue:53295|issue:68305", + "issue:53733|issue:68665", + "issue:58140|issue:68661", + "issue:62541|issue:63101", + "issue:66328|issue:68467", + "issue:66381|issue:67961", + "issue:68285|issue:68299", + "issue:64244|issue:66314" + ], + "prepared_review_unit_hash": "7006ad779cf541ea516c133d36c164633b78b062a112d3717e0eb54445b3fe22", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 35317, + "estimated_input_tokens": 8830, + "estimated_eval_tokens": 17916 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Mostly unrelated bug reports; the only likely duplicate pair is the Node 24+/undici dispatcher incompatibility reports, with issue 62530 as the best anchor.", + "confidence": 0.76, + "canonical_issue_reason": "Issue 62530 states the root cause most clearly (native fetch/undici dispatcher incompatibility on Node 24+) and covers multiple integrations, so it is the strongest duplicate target.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 62530 is the most specific, root-cause-focused report in the set and best represents the underlying fetch/dispatcher bug.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:32678", + "right": "issue:35078", + "accept": false, + "reason": "Both involve plugins/bindings, but one is Feishu routing and the other is mem0 native binding load failure; different bugs." + }, + { + "left": "issue:64308", + "right": "issue:68405", + "accept": false, + "reason": "One is a billing-header symptom on Claude CLI, the other is Anthropic auth resolution for cron isolated runs; not the same failure." + }, + { + "left": "issue:67564", + "right": "issue:68789", + "accept": false, + "reason": "Different transports and errors: Weixin long-poll timeout vs Slack DNS resolution failure." + }, + { + "left": "issue:54050", + "right": "issue:64187", + "accept": false, + "reason": "Unrelated areas: OAuth credential sync vs Windows sqlite reindex file-locking." + }, + { + "left": "issue:35763", + "right": "issue:53912", + "accept": false, + "reason": "Both mention loopback, but one is pairing policy and the other is Docker gateway restart loops; different underlying bugs." + }, + { + "left": "issue:53591", + "right": "issue:67378", + "accept": false, + "reason": "Kimi tool-call payload compatibility and WhatsApp LID\u2192PN routing are unrelated." + }, + { + "left": "issue:62530", + "right": "issue:63396", + "accept": true, + "reason": "Same underlying Node 24+/undici strict-dispatcher incompatibility in the fetch pipeline; different surfaces, same concrete bug." + }, + { + "left": "issue:66679", + "right": "issue:66989", + "accept": false, + "reason": "One is tools/actions not executing after chat triggers; the other is Slack Socket Mode receiving no inbound events." + }, + { + "left": "issue:24662", + "right": "issue:63476", + "accept": false, + "reason": "Both concern missing image data, but one is webchat paste delivery and the other is agent tool invocation; not clearly the same bug." + }, + { + "left": "issue:33271", + "right": "issue:50856", + "accept": false, + "reason": "Both mention hooks/routes, but one silently returns 200 on wake and the other is a 404 BlueBubbles route breakage." + }, + { + "left": "issue:33534", + "right": "issue:35039", + "accept": false, + "reason": "Control UI display-name rendering and Telegram subagent spawning are unrelated." + }, + { + "left": "issue:34992", + "right": "issue:62880", + "accept": false, + "reason": "Memory search sqlite resolution and missing Telegram package file are different defects." + }, + { + "left": "issue:35859", + "right": "issue:68239", + "accept": false, + "reason": "WebChat forwarding to Telegram vs duplicate message accumulation in webchat are different symptoms and code paths." + }, + { + "left": "issue:50161", + "right": "issue:64015", + "accept": false, + "reason": "64015 is a broad doctor/status false-positive bundle; 50161 is a specific SecretRefs exec case and not clearly the same bug." + }, + { + "left": "issue:51056", + "right": "issue:67102", + "accept": false, + "reason": "OpenRouter auth header failure and missing tool-call suite in Control UI are unrelated." + }, + { + "left": "issue:52235", + "right": "issue:66520", + "accept": false, + "reason": "Both are compaction-related, but one is LiteLLM proxy context counting and the other is Anthropic prompt-cache behavior; different root causes." + }, + { + "left": "issue:53295", + "right": "issue:68305", + "accept": false, + "reason": "Feishu card-parameter requirement and a reasoning-stream warning text bug are unrelated." + }, + { + "left": "issue:53733", + "right": "issue:68665", + "accept": false, + "reason": "A feature request for an Intel Mac app and a Signal quote-reply feature are not duplicates." + }, + { + "left": "issue:58140", + "right": "issue:68661", + "accept": false, + "reason": "Windows Defender/installer concerns versus allowlist heredoc approval behavior are unrelated." + }, + { + "left": "issue:62541", + "right": "issue:63101", + "accept": false, + "reason": "New-agent creation after dreaming config and Feishu config validation after upgrade are different issues." + }, + { + "left": "issue:66328", + "right": "issue:68467", + "accept": false, + "reason": "Dream diary file-writing and dreaming inline output failure are related to dreaming but not the same bug." + }, + { + "left": "issue:66381", + "right": "issue:67961", + "accept": false, + "reason": "One is a temporary UI disappearance after send; the other is optimistic updates lost after history reload." + }, + { + "left": "issue:68285", + "right": "issue:68299", + "accept": false, + "reason": "Node v25 CPU/tools/memory problems versus Matrix private-network config handling are unrelated." + }, + { + "left": "issue:64244", + "right": "issue:66314", + "accept": false, + "reason": "MiniMax image routing and billing cooldown error-message handling are unrelated." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet and stays conservative overall. The selected anchor issue 62530 is well supported by its title and is the clearest root-cause report here. The one accepted soft-edge pair (62530/63396) is defensible because both explicitly point to the same Node 24+/undici dispatcher incompatibility, even though they surface in different integrations." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 233, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:29809", + "issue:30741", + "issue:32892", + "issue:32983", + "issue:33316", + "issue:33358", + "issue:35884", + "issue:43637", + "issue:51111", + "issue:53390", + "issue:54069", + "issue:55807", + "issue:58140", + "issue:63396", + "issue:63620", + "issue:64427", + "issue:64762", + "issue:64763", + "issue:64966", + "issue:64973", + "issue:65052", + "issue:65064", + "issue:65072", + "issue:65119", + "issue:65379", + "issue:65495", + "issue:65645", + "issue:65705", + "issue:65810", + "issue:65920", + "issue:65971", + "issue:66065", + "issue:66203", + "issue:66397", + "issue:66459", + "issue:66879", + "issue:66885", + "issue:67177", + "issue:67182", + "issue:67288", + "issue:67357", + "issue:67406", + "issue:67611", + "issue:67683", + "issue:68003", + "issue:68183", + "issue:68229", + "issue:68634" + ], + "soft_pairs": [ + "issue:55807|issue:65052", + "issue:65064|issue:67288", + "issue:67182|issue:67357", + "issue:64966|issue:66885", + "issue:65379|issue:65495", + "issue:35884|issue:68003", + "issue:43637|issue:67683", + "issue:63396|issue:67177", + "issue:64973|issue:68634", + "issue:30741|issue:33358", + "issue:66065|issue:68183", + "issue:29809|issue:33316", + "issue:32983|issue:65645", + "issue:64763|issue:67611", + "issue:65072|issue:66879", + "issue:64427|issue:68229", + "issue:32892|issue:51111", + "issue:53390|issue:63620", + "issue:58140|issue:65705", + "issue:64762|issue:66203", + "issue:65119|issue:65810", + "issue:65920|issue:67406", + "issue:66397|issue:66459", + "issue:54069|issue:65971" + ], + "prepared_review_unit_hash": "3f029601ab1a0d757daec68fad3955dcf1cf8eb02d2d1672bdebe197e527ced0", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 35287, + "estimated_input_tokens": 8822, + "estimated_eval_tokens": 17900 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "No duplicate cluster emerges here: the soft pairs are mostly superficially similar issues across different products, clients, or failure modes. I would not merge any of these pairs.", + "confidence": 0.96, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": null, + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:55807", + "right": "issue:65052", + "accept": false, + "reason": "Different bugs: Discord thread rendering/progress leakage vs Codex-native vision turns stalling on inbound images." + }, + { + "left": "issue:65064", + "right": "issue:67288", + "accept": false, + "reason": "Both involve provider/config logic, but one is plugin registration/import pollution and the other is discovery gating; not the same code-path bug." + }, + { + "left": "issue:67182", + "right": "issue:67357", + "accept": false, + "reason": "Telegram file-download proxy/DNS failure vs Discord file sending bugs; different platform and symptoms." + }, + { + "left": "issue:64966", + "right": "issue:66885", + "accept": false, + "reason": "Model routing timeout/fallback issue is unrelated to Telegram polling and subagent announce timeout on Windows." + }, + { + "left": "issue:65379", + "right": "issue:65495", + "accept": false, + "reason": "Both are browser/CDP connectivity issues, but one is EnvHttpProxyAgent on Linux and the other is SSRF policy blocking localhost on WSL2." + }, + { + "left": "issue:35884", + "right": "issue:68003", + "accept": false, + "reason": "One is duplicate plugin ID warnings; the other is duplicate section title/description in Control UI. Same word, different bug." + }, + { + "left": "issue:43637", + "right": "issue:67683", + "accept": false, + "reason": "Gateway stop unloading launchd is unrelated to a Notion task-stopping/reformatting loop." + }, + { + "left": "issue:63396", + "right": "issue:67177", + "accept": false, + "reason": "Teams SharePoint download on Node 24+ due to undici incompatibility is a different failure than DM attachment URL rewriting." + }, + { + "left": "issue:64973", + "right": "issue:68634", + "accept": false, + "reason": "macOS gateway token/config restart bug is unrelated to scope-upgrade prompts and Telegram native approvals." + }, + { + "left": "issue:30741", + "right": "issue:33358", + "accept": false, + "reason": "Both mention attachments/media, but Discord attachment handling and Telegram local-path media access are distinct bugs." + }, + { + "left": "issue:66065", + "right": "issue:68183", + "accept": false, + "reason": "One is browser CDP reachability in Docker/Linux; the other is Docker Desktop sandbox failure from bundled CLI API mismatch." + }, + { + "left": "issue:29809", + "right": "issue:33316", + "accept": false, + "reason": "Control UI origin rejection is unrelated to compaction failing." + }, + { + "left": "issue:32983", + "right": "issue:65645", + "accept": false, + "reason": "Heartbeat model config being ignored is different from UI model list/display behavior." + }, + { + "left": "issue:64763", + "right": "issue:67611", + "accept": false, + "reason": "Unrelated feature requests: config skills update vs automatic cleanup of Dreaming sessions." + }, + { + "left": "issue:65072", + "right": "issue:66879", + "accept": false, + "reason": "Both are image-upload/attachment reports, but they target different clients (web UI vs Mac app) and don't clearly share one concrete code path." + }, + { + "left": "issue:64427", + "right": "issue:68229", + "accept": false, + "reason": "Slack dmHistoryLimit not implemented is unrelated to session-file replacement on cache TTL expiry." + }, + { + "left": "issue:32892", + "right": "issue:51111", + "accept": false, + "reason": "Provider plugin discovery/login failure is unrelated to WhatsApp QR login disconnecting with device_removed." + }, + { + "left": "issue:53390", + "right": "issue:63620", + "accept": false, + "reason": "Browser snapshot viewport bug is unrelated to the Dreaming overlay blocking the page." + }, + { + "left": "issue:58140", + "right": "issue:65705", + "accept": false, + "reason": "Windows Defender install/batch-file issue is unrelated to Dreaming sweep retriggering on every heartbeat." + }, + { + "left": "issue:64762", + "right": "issue:66203", + "accept": false, + "reason": "Multipart body corruption from SSRF guard is unrelated to cron tool model-ID corruption." + }, + { + "left": "issue:65119", + "right": "issue:65810", + "accept": false, + "reason": "Ollama model detection regression is not the same as fallback behavior on connection errors." + }, + { + "left": "issue:65920", + "right": "issue:67406", + "accept": false, + "reason": "Model-list overwrite in config is different from image tool not recognizing Ollama cloud vision models." + }, + { + "left": "issue:66397", + "right": "issue:66459", + "accept": false, + "reason": "Discord session losing final answers after compaction is a different issue than Telegram missing an outbound send for a [thinking,text] turn." + }, + { + "left": "issue:54069", + "right": "issue:65971", + "accept": false, + "reason": "Matrix dispatch stopping after provider hot-reload is unrelated to a macOS gateway stall after 15\u201320 minutes." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 234, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:10386", + "issue:19598", + "issue:29670", + "issue:30316", + "issue:31098", + "issue:31425", + "issue:32169", + "issue:34243", + "issue:37198", + "issue:50537", + "issue:51052", + "issue:52605", + "issue:52729", + "issue:53374", + "issue:53643", + "issue:53956", + "issue:62505", + "issue:62748", + "issue:62749", + "issue:62819", + "issue:63561", + "issue:63736", + "issue:63787", + "issue:64006", + "issue:64254", + "issue:64407", + "issue:64699", + "issue:65009", + "issue:65042", + "issue:65343", + "issue:65443", + "issue:65645", + "issue:65646", + "issue:65659", + "issue:66097", + "issue:66129", + "issue:66317", + "issue:66459", + "issue:66936", + "issue:66978", + "issue:67002", + "issue:67469", + "issue:67724", + "issue:67750", + "issue:67854", + "issue:68052", + "issue:68215", + "issue:68229" + ], + "soft_pairs": [ + "issue:51052|issue:67002", + "issue:64699|issue:68215", + "issue:63561|issue:65009", + "issue:50537|issue:66936", + "issue:31425|issue:64254", + "issue:37198|issue:63736", + "issue:53374|issue:65343", + "issue:65443|issue:66459", + "issue:52605|issue:67724", + "issue:62505|issue:66978", + "issue:31098|issue:64006", + "issue:52729|issue:65042", + "issue:62748|issue:66129", + "issue:62749|issue:66129", + "issue:65645|issue:67469", + "issue:29670|issue:53643", + "issue:30316|issue:53643", + "issue:32169|issue:63787", + "issue:53956|issue:68052", + "issue:10386|issue:34243", + "issue:62819|issue:67854", + "issue:65659|issue:68229", + "issue:65646|issue:67750", + "issue:64407|issue:66097", + "issue:19598|issue:66317" + ], + "prepared_review_unit_hash": "7d58609ddaa5778897dd77f3da5b902db56ef9c3a0111332884cd82ce4110258", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 25, + "serialized_chars": 35468, + "estimated_input_tokens": 8867, + "estimated_eval_tokens": 17990 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "The cluster is mostly a set of unrelated issues with only one clear duplicate pair: the two identical npm install crash reports. I\u2019d anchor on issue #62749 as the representative issue.", + "confidence": 0.96, + "canonical_issue_reason": "Issue #62749 is an exact duplicate of #62748 (same title and same runtime-dependency staging failure); it also has slightly more discussion activity, so it\u2019s the best canonical representative.", + "canonical_pr_reason": null, + "best_issue_reason": "#62749 is the clearest representative of the only true duplicate pair in the set and captures the concrete bug most cleanly.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:51052", + "right": "issue:67002", + "accept": false, + "reason": "Both are feature requests about workspace/UI behavior, but one is for a configurable Control UI title and the other is for independent workspaces per channel; different changes." + }, + { + "left": "issue:64699", + "right": "issue:68215", + "accept": false, + "reason": "Both mention configuration/runtime side effects, but the bugs are different: session label injection vs telemetry ID re-injection and schema validation failure." + }, + { + "left": "issue:63561", + "right": "issue:65009", + "accept": false, + "reason": "Both involve gateway/systemd, but one is a false systemd-unavailable status check while the other is a gateway crash/restart loop; not the same bug." + }, + { + "left": "issue:50537", + "right": "issue:66936", + "accept": false, + "reason": "Unrelated CLI failures: one crashes on SecretRef resolution in doctor --fix, the other hangs after agents list; different code paths." + }, + { + "left": "issue:31425", + "right": "issue:64254", + "accept": false, + "reason": "Both are about cron persistence, but one is a flag not being saved on edit while the other is a cron entry not persisting across gateway restarts; distinct issues." + }, + { + "left": "issue:37198", + "right": "issue:63736", + "accept": false, + "reason": "'gateway restart' cron-loop bug is specific to scheduled/manual trigger interaction, while 'Hang time' is too vague and does not match the same failure mode." + }, + { + "left": "issue:53374", + "right": "issue:65343", + "accept": false, + "reason": "One is a Telegram gateway hang with Ollama as primary; the other is a provider-wide 120s timeout on every request. Different symptoms and likely different fixes." + }, + { + "left": "issue:65443", + "right": "issue:66459", + "accept": false, + "reason": "Both are Telegram-related output issues, but one is TTS voice replies not delivered in direct chat and the other is transcript shows final reply but no outbound send for a thinking/text turn." + }, + { + "left": "issue:52605", + "right": "issue:67724", + "accept": false, + "reason": "Both mention message delivery/UI events, but BlueBubbles webhook 404 after upgrade is unrelated to interactiveReplies button clicks not waking a session." + }, + { + "left": "issue:62505", + "right": "issue:66978", + "accept": false, + "reason": "Both involve long-running agent sessions timing out, but one says the coding agent never completes while the other is a spawn/run parent session missing a final completion payload; not the same concrete bug." + }, + { + "left": "issue:31098", + "right": "issue:64006", + "accept": false, + "reason": "Telegram config token-none vs cron announce delivery shown as delivered but not reaching Telegram are different layers and failures." + }, + { + "left": "issue:52729", + "right": "issue:65042", + "accept": false, + "reason": "LINE webhook 404 with hooks.internal.enabled is unrelated to Gmail watcher duplication and port bind conflict." + }, + { + "left": "issue:62748", + "right": "issue:66129", + "accept": false, + "reason": "The npm install crash from missing staged runtime deps is unrelated to channels.status ENOENT on missing bundle files; different commands and failure causes." + }, + { + "left": "issue:62749", + "right": "issue:66129", + "accept": false, + "reason": "Same as above: the duplicate npm install crash is not the same bug as missing audit/qa-channel bundle file errors." + }, + { + "left": "issue:65645", + "right": "issue:67469", + "accept": false, + "reason": "One is a model list/UI discovery issue, the other is replies not being persisted to transcripts/history; different subsystems and symptoms." + }, + { + "left": "issue:29670", + "right": "issue:53643", + "accept": false, + "reason": "Both mention control UI behavior, but one is about pairing requirement despite allowTailscale=true and the other is a Chinese report about unstable skill list display; not the same bug." + }, + { + "left": "issue:30316", + "right": "issue:53643", + "accept": false, + "reason": "Telegram duplicate messages and unstable skills list are unrelated." + }, + { + "left": "issue:32169", + "right": "issue:63787", + "accept": false, + "reason": "clawhub publish requiring SKILL.md with a .git directory is unrelated to QA scenario pack path resolution in completion." + }, + { + "left": "issue:53956", + "right": "issue:68052", + "accept": false, + "reason": "MiniMax think/final tag handling and Feishu thinking visibility are both LLM-output related but different channels, different filtering behavior, and different fixes." + }, + { + "left": "issue:10386", + "right": "issue:34243", + "accept": false, + "reason": "Workspace/extraDirs skill discovery failure is not the same as sandbox bundled-skill path escape errors; different path validation/discovery problems." + }, + { + "left": "issue:62819", + "right": "issue:67854", + "accept": false, + "reason": "Two cron-related reports, but one is announce delivery to QQ failing due to isolated session messaging and the other is the scheduler ignoring jobs.json; different root causes." + }, + { + "left": "issue:65659", + "right": "issue:68229", + "accept": false, + "reason": "Missing sessionId/sessionFile on restart is a metadata preservation issue, while cache-ttl expiry replacing the session file loses history via a different mechanism." + }, + { + "left": "issue:65646", + "right": "issue:67750", + "accept": false, + "reason": "Runtime model drift from fallback is not the same as successful auto-compaction still ending in a 120s embedded timeout." + }, + { + "left": "issue:64407", + "right": "issue:66097", + "accept": false, + "reason": "Gateway/device CLI connect failure after Qwen heartbeat config changes is unrelated to attachOnly CDP browser profile detection." + }, + { + "left": "issue:19598", + "right": "issue:66317", + "accept": false, + "reason": "Slack thread support feature request is unrelated to the Chinese one-click deployment promo issue." + }, + { + "left": "issue:62748", + "right": "issue:62749", + "accept": true, + "reason": "Exact duplicate reports of the same npm install -g openclaw crash caused by stageRuntimeDependencies not staging the same packages." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 235, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:29367", + "issue:29772", + "issue:30242", + "issue:32889", + "issue:32983", + "issue:33639", + "issue:34537", + "issue:35589", + "issue:35886", + "issue:36982", + "issue:43767", + "issue:50537", + "issue:52510", + "issue:52605", + "issue:53291", + "issue:53390", + "issue:53466", + "issue:53472", + "issue:53536", + "issue:53669", + "issue:53708", + "issue:53912", + "issue:62762", + "issue:63175", + "issue:63516", + "issue:63718", + "issue:63819", + "issue:64213", + "issue:64892", + "issue:64938", + "issue:65177", + "issue:65500", + "issue:65600", + "issue:65619", + "issue:65694", + "issue:65763", + "issue:65917", + "issue:66403", + "issue:66758", + "issue:66988", + "issue:67043", + "issue:67102", + "issue:67114", + "issue:67288", + "issue:67408", + "issue:67530", + "issue:67626", + "issue:67915" + ], + "soft_pairs": [ + "issue:29367|issue:67626", + "issue:30242|issue:65917", + "issue:34537|issue:67288", + "issue:35886|issue:65694", + "issue:53291|issue:67043", + "issue:53536|issue:63718", + "issue:53669|issue:65600", + "issue:53708|issue:64213", + "issue:62762|issue:65619", + "issue:53390|issue:66403", + "issue:64938|issue:66758", + "issue:67102|issue:67408", + "issue:53472|issue:65763", + "issue:35589|issue:52605", + "issue:50537|issue:52510", + "issue:53912|issue:66988", + "issue:63175|issue:63819", + "issue:63516|issue:67114", + "issue:36982|issue:53466", + "issue:32983|issue:43767", + "issue:33639|issue:67530", + "issue:64892|issue:65177", + "issue:65500|issue:67915", + "issue:29772|issue:32889" + ], + "prepared_review_unit_hash": "f2e3cdfcffac80ef02c0bb51552d75125c14cbf1b7b3717c0ac98f791f13862b", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 35236, + "estimated_input_tokens": 8809, + "estimated_eval_tokens": 17874 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "All proposed soft-edge pairs look like false positives: they share broad keywords or subsystems, but not the same concrete bug/change. No PRs are present in this cluster.", + "confidence": 0.96, + "canonical_issue_reason": "issue:64938 is the strongest standalone bug report here: concrete, reproducible, and narrowly scoped to native codex provider registration during gateway startup.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:64938 is the most actionable overall issue because it names the exact failure (`Unknown model: codex/gpt-5.4`), the affected path, and the restart-time symptom clearly.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:29367", + "right": "issue:67626", + "accept": false, + "reason": "Unrelated bugs: subagent workspace inheritance vs a UI rendering complaint about update freshness." + }, + { + "left": "issue:30242", + "right": "issue:65917", + "accept": false, + "reason": "Different problems; one is subagent run-state config, the other has no substantive title/body signal." + }, + { + "left": "issue:34537", + "right": "issue:67288", + "accept": false, + "reason": "TUI final-tag rendering vs Bedrock discovery gating are separate code paths and failure modes." + }, + { + "left": "issue:35886", + "right": "issue:65694", + "accept": false, + "reason": "Both mention orphaned processes, but ACP session-TTL cleanup and MCP resource leaks are distinct subsystems and fixes." + }, + { + "left": "issue:53291", + "right": "issue:67043", + "accept": false, + "reason": "One is a spam/feature post, the other is a skills dependency detection feature request; not the same bug." + }, + { + "left": "issue:53536", + "right": "issue:63718", + "accept": false, + "reason": "Model-switch API flow and Gateway WS one-way timeout are different transport/path bugs." + }, + { + "left": "issue:53669", + "right": "issue:65600", + "accept": false, + "reason": "Cron timezone math is unrelated to the token-freshness compaction state bug." + }, + { + "left": "issue:53708", + "right": "issue:64213", + "accept": false, + "reason": "Both involve image-capable models, but one is native codex image-tool registration and the other is catalog fallback for custom providers." + }, + { + "left": "issue:62762", + "right": "issue:65619", + "accept": false, + "reason": "Gateway connect/reset repro vs macOS loopback bind failure; same area, different defects." + }, + { + "left": "issue:53390", + "right": "issue:66403", + "accept": false, + "reason": "Browser snapshot viewport ordering and exec-approval popup layout are unrelated UI issues." + }, + { + "left": "issue:64938", + "right": "issue:66758", + "accept": false, + "reason": "Both are model-registration failures, but one is codex startup catalog registration and the other is image-tool lookup for ollama/provider models." + }, + { + "left": "issue:67102", + "right": "issue:67408", + "accept": false, + "reason": "OpenRouter tool-call suite handling is different from a stream/parser bug." + }, + { + "left": "issue:53472", + "right": "issue:65763", + "accept": false, + "reason": "GLM `/btw` tools payload validation differs from plugin model allowlisting/alias behavior." + }, + { + "left": "issue:35589", + "right": "issue:52605", + "accept": false, + "reason": "Different iMessage directions and causes: deliveryContext/heartbeat routing vs inbound webhook 404 after upgrade." + }, + { + "left": "issue:50537", + "right": "issue:52510", + "accept": false, + "reason": "Doctor crash on SecretRef parsing is not the same as a false-positive cleanup hint for a LaunchAgent plist." + }, + { + "left": "issue:53912", + "right": "issue:66988", + "accept": false, + "reason": "Docker gateway restart-looping is unrelated to config UI raw-mode fallback behavior." + }, + { + "left": "issue:63175", + "right": "issue:63819", + "accept": false, + "reason": "Ollama request timeout and stuck-running session state are different lifecycle bugs." + }, + { + "left": "issue:63516", + "right": "issue:67114", + "accept": false, + "reason": "Telegram polling stalls and Windows health/status hangs are separate transport/runtime issues." + }, + { + "left": "issue:36982", + "right": "issue:53466", + "accept": false, + "reason": "Different auth providers and mechanisms: Qwen refresh-token expiry vs Codex credentials being overwritten after re-auth." + }, + { + "left": "issue:32983", + "right": "issue:43767", + "accept": false, + "reason": "Both mention heartbeat config, but model selection being ignored is not the same as lightContext/history loading." + }, + { + "left": "issue:33639", + "right": "issue:67530", + "accept": false, + "reason": "Package-version display bug and Claude context meter bug are unrelated UI/reporting issues." + }, + { + "left": "issue:64892", + "right": "issue:65177", + "accept": false, + "reason": "Self-update flow bypassing update.run is unrelated to doctor migration for Feishu config." + }, + { + "left": "issue:65500", + "right": "issue:67915", + "accept": false, + "reason": "Model list visibility and local attachment folder permissions are different features with different root causes." + }, + { + "left": "issue:29772", + "right": "issue:32889", + "accept": false, + "reason": "AGENTS.md prompt conflict and EISDIR-on-directory-read are unrelated bugs." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 236, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:17101", + "issue:25303", + "issue:30183", + "issue:30308", + "issue:31689", + "issue:32430", + "issue:32637", + "issue:32952", + "issue:35283", + "issue:36157", + "issue:36190", + "issue:50129", + "issue:51397", + "issue:51505", + "issue:52265", + "issue:52328", + "issue:52749", + "issue:53591", + "issue:53652", + "issue:53669", + "issue:53751", + "issue:57811", + "issue:61412", + "issue:61861", + "issue:62446", + "issue:63349", + "issue:64277", + "issue:64341", + "issue:64524", + "issue:64850", + "issue:65042", + "issue:65086", + "issue:65236", + "issue:65305", + "issue:65790", + "issue:66004", + "issue:66397", + "issue:66405", + "issue:66460", + "issue:66744", + "issue:66833", + "issue:66892", + "issue:67135", + "issue:67220", + "issue:68033", + "issue:68209", + "issue:68615", + "issue:68791" + ], + "soft_pairs": [ + "issue:35283|issue:51397", + "issue:53591|issue:66405", + "issue:65305|issue:66004", + "issue:53751|issue:67220", + "issue:61412|issue:67135", + "issue:52749|issue:62446", + "issue:17101|issue:63349", + "issue:30308|issue:64341", + "issue:50129|issue:61861", + "issue:53751|issue:57811", + "issue:65236|issue:68033", + "issue:68209|issue:68791", + "issue:51505|issue:66460", + "issue:32637|issue:36190", + "issue:64277|issue:65086", + "issue:31689|issue:36157", + "issue:64850|issue:66892", + "issue:25303|issue:32430", + "issue:30183|issue:65042", + "issue:52328|issue:53669", + "issue:64524|issue:66744", + "issue:51505|issue:66833", + "issue:66397|issue:68615", + "issue:53652|issue:65790", + "issue:32952|issue:52265" + ], + "prepared_review_unit_hash": "7c3e2f7f4c4428e52c63e3f9b8ba24d98e045ea2696527066cf035dd29452b56", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 25, + "serialized_chars": 35578, + "estimated_input_tokens": 8895, + "estimated_eval_tokens": 18046 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Mostly heterogeneous issue set with one strong duplicate pair: Telegram voice transcription failures. All other soft pairs appear to be different bugs/features in different subsystems and should remain separate.", + "confidence": 0.82, + "canonical_issue_reason": "issue:17101 is the earlier, broader report of the Telegram voice transcription failure; issue:63349 describes the same underlying behavior with added version-specific detail (raw .ogg reaches the agent, no transcript echo).", + "canonical_pr_reason": null, + "best_issue_reason": "issue:63349 is the most actionable representative of the Telegram duplicate pair because it includes the concrete v2026.4.8 symptom and clarifies the raw .ogg/no-transcript path.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:35283", + "right": "issue:51397", + "accept": false, + "reason": "Both mention failures in sessions, but one is Telegram session restore on restart and the other is large-context Kimi-K2.5 unknown error; different bugs." + }, + { + "left": "issue:53591", + "right": "issue:66405", + "accept": false, + "reason": "MiniMax tool-call ID/compaction failure is unrelated to broad multimedia/file I/O regressions." + }, + { + "left": "issue:65305", + "right": "issue:66004", + "accept": false, + "reason": "One is schema validation for historyLimit=0; the other is subagent timeout/frozenResultText handling. Different code paths." + }, + { + "left": "issue:53751", + "right": "issue:67220", + "accept": false, + "reason": "Google image generation auth 404 is not the same as OpenAI SDK /v1 baseUrl handling for image/vision vs text calls." + }, + { + "left": "issue:61412", + "right": "issue:67135", + "accept": false, + "reason": "MiniMax provider/TTS registration issue is unrelated to webchat context meter overflow." + }, + { + "left": "issue:52749", + "right": "issue:62446", + "accept": false, + "reason": "CLI gateway connection failure and missing module at install time are distinct startup problems." + }, + { + "left": "issue:17101", + "right": "issue:63349", + "accept": true, + "reason": "Both report Telegram voice messages/notes arriving without transcription; the second adds version-specific raw .ogg/no transcript detail." + }, + { + "left": "issue:30308", + "right": "issue:64341", + "accept": false, + "reason": "Feishu message format break and an empty-title bug report are not enough to indicate the same underlying issue." + }, + { + "left": "issue:50129", + "right": "issue:61861", + "accept": false, + "reason": "Slack DM attachment loss and BlueBubbles attachment breakage are different connectors and different regressions." + }, + { + "left": "issue:53751", + "right": "issue:57811", + "accept": false, + "reason": "Google image 404 and cron jobs failing on custom Ollama providers are unrelated provider bugs." + }, + { + "left": "issue:65236", + "right": "issue:68033", + "accept": false, + "reason": "MiniMax portal endpoint regression and openai-codex Cloudflare/OAuth issues affect different providers and paths." + }, + { + "left": "issue:68209", + "right": "issue:68791", + "accept": false, + "reason": "Codex context-growth contamination is unrelated to Windows scheduled-task gateway health and incomplete-turn payloads." + }, + { + "left": "issue:51505", + "right": "issue:66460", + "accept": false, + "reason": "Missing thinking stream events over WebSocket and cron-owned exec completion relay are different event-routing bugs." + }, + { + "left": "issue:32637", + "right": "issue:36190", + "accept": false, + "reason": "Per-agent cwd feature request is unrelated to file-based system prompt injection." + }, + { + "left": "issue:64277", + "right": "issue:65086", + "accept": false, + "reason": "Slack mention bypass in thread replies is unrelated to session spawn model override/fallback behavior." + }, + { + "left": "issue:31689", + "right": "issue:36157", + "accept": false, + "reason": "vLLM/qwen3-coder connection error and Cloudflare/image-recognition failure are separate provider/network issues." + }, + { + "left": "issue:64850", + "right": "issue:66892", + "accept": false, + "reason": "ACP runtime backend unavailable and MiniMax tool-call ID format/compaction failure are different failures." + }, + { + "left": "issue:25303", + "right": "issue:32430", + "accept": false, + "reason": "Verbose output omission for skill-triggered exec calls is not the same as system messages preempting user interactions." + }, + { + "left": "issue:30183", + "right": "issue:65042", + "accept": false, + "reason": "Bonjour/systemd start-loop bug and Gmail watcher port conflict are unrelated gateway/watchers issues." + }, + { + "left": "issue:52328", + "right": "issue:53669", + "accept": false, + "reason": "Telegram extension env-guard messaging and cron timezone offset mismatch are different bug classes." + }, + { + "left": "issue:64524", + "right": "issue:66744", + "accept": false, + "reason": "Gateway exit on expired local auth and provider.models.some type error are unrelated startup/provider failures." + }, + { + "left": "issue:51505", + "right": "issue:66833", + "accept": false, + "reason": "Both involve streaming, but the missing WebSocket thinking stream and OpenRouter/Qwen3 reasoning_details parsing bug are distinct code paths." + }, + { + "left": "issue:66397", + "right": "issue:68615", + "accept": false, + "reason": "Discord compaction losing final answers and stale codex paths after disablement are different session-routing issues." + }, + { + "left": "issue:53652", + "right": "issue:65790", + "accept": false, + "reason": "WhatsApp HTML document attachment and web UI image attachment failures are different attachment surfaces." + }, + { + "left": "issue:32952", + "right": "issue:52265", + "accept": false, + "reason": "Install size over 2G and CLI handshake timeout are unrelated problems." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The duplicate call on issue:17101 and issue:63349 is well grounded in the packet: both are Telegram voice-message transcription failures, with 63349 adding version/raw-.ogg detail. The remaining soft-edge rejections are conservative and tied to clearly different titles/subsystems, so the summary does not overstate the evidence." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 237, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:31132", + "issue:32983", + "issue:33456", + "issue:35297", + "issue:35556", + "issue:37344", + "issue:51639", + "issue:51824", + "issue:52265", + "issue:52328", + "issue:53273", + "issue:53285", + "issue:53311", + "issue:53558", + "issue:53705", + "issue:53709", + "issue:53783", + "issue:53824", + "issue:53863", + "issue:53919", + "issue:59205", + "issue:60913", + "issue:62671", + "issue:63126", + "issue:63657", + "issue:63999", + "issue:64244", + "issue:64523", + "issue:64581", + "issue:64699", + "issue:64776", + "issue:64794", + "issue:64900", + "issue:65054", + "issue:65079", + "issue:65394", + "issue:65424", + "issue:66253", + "issue:66459", + "issue:66561", + "issue:67182", + "issue:67799", + "issue:67852", + "issue:67972", + "issue:68245", + "issue:68326", + "issue:68405", + "issue:68788" + ], + "soft_pairs": [ + "issue:37344|issue:67182", + "issue:32983|issue:51639", + "issue:62671|issue:66459", + "issue:52265|issue:53919", + "issue:52328|issue:68326", + "issue:53273|issue:53311", + "issue:67799|issue:67852", + "issue:66561|issue:68245", + "issue:53709|issue:65394", + "issue:63126|issue:68788", + "issue:33456|issue:35556", + "issue:64794|issue:65054", + "issue:31132|issue:59205", + "issue:60913|issue:64244", + "issue:53783|issue:63657", + "issue:53705|issue:64581", + "issue:35297|issue:64900", + "issue:53285|issue:53863", + "issue:53558|issue:64776", + "issue:65079|issue:67972", + "issue:53824|issue:68405", + "issue:64523|issue:64699", + "issue:65424|issue:66253", + "issue:51824|issue:63999" + ], + "prepared_review_unit_hash": "63ad08ec31e1c7541c0636fe9588bad2a971bdba88b3c429a51d0447df5a01fc", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 35431, + "estimated_input_tokens": 8858, + "estimated_eval_tokens": 17972 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "The soft edges are mostly conservative false positives. The only near-match, 53558/64776, is still too weak to confirm as a duplicate: it suggests a shared memory-sync theme, but the packet does not show the same underlying bug, and the deterministic flag is false.", + "confidence": 0.78, + "canonical_issue_reason": "issue:64776 is the more technical, root-cause-oriented report in the memory-sync area, but only as a tentative anchor; the packet does not establish that it is the same bug as issue:53558.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:64776 is the best representative of the memory-sync/sqlite-vec symptom cluster if one were to triage that area, but it should be treated as a possible match rather than a confirmed duplicate.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:37344", + "right": "issue:67182", + "accept": false, + "reason": "Both are network/fetch failures, but they target different channels and different failure paths (Discord send vs Telegram download/proxy/DNS)." + }, + { + "left": "issue:32983", + "right": "issue:51639", + "accept": false, + "reason": "Heartbeat.model being ignored is a config-resolution bug; native heartbeat never firing is a callback/scheduling bug. Similar domain, different defect." + }, + { + "left": "issue:62671", + "right": "issue:66459", + "accept": false, + "reason": "Different channels and symptoms: iMessage routing regression versus Telegram outbound send omission." + }, + { + "left": "issue:52265", + "right": "issue:53919", + "accept": false, + "reason": "CLI handshake timeout on cron/gateway is not the same as browser-task behavior failing in VPS Docker; no shared concrete code path." + }, + { + "left": "issue:52328", + "right": "issue:68326", + "accept": false, + "reason": "Missing Telegram extension enablement is distinct from sub-agents defaulting to the wrong provider." + }, + { + "left": "issue:53273", + "right": "issue:53311", + "accept": false, + "reason": "Package path/sourcePath breakage is different from gateway crash loops caused by a configured-but-missing channel plugin." + }, + { + "left": "issue:67799", + "right": "issue:67852", + "accept": false, + "reason": "One is a sessions_spawn auth/scope failure; the other is Discord schema validation for buttons. Not the same bug." + }, + { + "left": "issue:66561", + "right": "issue:68245", + "accept": false, + "reason": "Both mention hangs/timeouts, but one is an openai-codex SSE/local abort path and the other is Active Memory blocking reply flow. Different root causes." + }, + { + "left": "issue:53709", + "right": "issue:65394", + "accept": false, + "reason": "Invalid GH_TOKEN in subprocess env is unrelated to audio transcription returning no transcript." + }, + { + "left": "issue:63126", + "right": "issue:68788", + "accept": false, + "reason": "WhatsApp media-send shim failure and Windows claude spawn allowlist failure are separate platform/plugin issues." + }, + { + "left": "issue:33456", + "right": "issue:35556", + "accept": false, + "reason": "Both involve Feishu, but one is bot-info refetch after preflight and the other is message-send failure after a card message; not clearly the same defect." + }, + { + "left": "issue:64794", + "right": "issue:65054", + "accept": false, + "reason": "Missing OAuth configPatch fields differs from hardcoded usage-polling endpoint/baseUrl handling." + }, + { + "left": "issue:31132", + "right": "issue:59205", + "accept": false, + "reason": "Both are 401 auth failures, but they affect different providers and likely different token lifecycles." + }, + { + "left": "issue:60913", + "right": "issue:64244", + "accept": false, + "reason": "One is a feature request to support a model; the other is a MiniMax image-routing regression." + }, + { + "left": "issue:53783", + "right": "issue:63657", + "accept": false, + "reason": "Cross-agent sessions_list visibility mismatch is not the same as one-shot cron jobs disappearing after restart." + }, + { + "left": "issue:53705", + "right": "issue:64581", + "accept": false, + "reason": "Deleting shared workspace contents and injecting the wrong workspace into the prompt are different workspace-related bugs." + }, + { + "left": "issue:35297", + "right": "issue:64900", + "accept": false, + "reason": "Control UI save-state persistence on Windows is separate from remote CDP running-state detection on WSL2/Edge." + }, + { + "left": "issue:53285", + "right": "issue:53863", + "accept": false, + "reason": "Missing WhatsApp dependency and missing Control UI assets are unrelated packaging problems." + }, + { + "left": "issue:53558", + "right": "issue:64776", + "accept": false, + "reason": "There is only a thematic link between '0 files / 0 chunks' and 'sqlite-vec extension not loaded'; the packet does not establish the same underlying bug, and the deterministic flag is false." + }, + { + "left": "issue:65079", + "right": "issue:67972", + "accept": false, + "reason": "Security-vulnerability complaints are not the same as a concrete npm install failure." + }, + { + "left": "issue:53824", + "right": "issue:68405", + "accept": false, + "reason": "Unknown Channel after gateway restart is a different failure mode from isolated cron auth-resolution problems." + }, + { + "left": "issue:64523", + "right": "issue:64699", + "accept": false, + "reason": "Webchat echoing assistant output into new user input is not the same as sessions_send label/sessionKey validation." + }, + { + "left": "issue:65424", + "right": "issue:66253", + "accept": false, + "reason": "Both drop images, but they involve different models and different attachment/catalog code paths; not enough evidence of one shared bug." + }, + { + "left": "issue:51824", + "right": "issue:63999", + "accept": false, + "reason": "Incorrect provider mapping in the control UI is distinct from Qwen tool-call XML leaking into chat messages." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "Most soft-edge rejections are conservative and grounded in the issue titles, but the accepted 53558/64776 pair is overstated. The packet only supports a plausible thematic link between \u20180 files / 0 chunks\u2019 and \u2018sqlite-vec extension not loaded\u2019; it does not establish that they are the same bug, and the packet\u2019s own deterministic flag is false for that pair. Also, phrasing like \u2018accepted duplicate pair\u2019 is not supported by the packet. I\u2019d keep this as a possible match, not a confirmed one." + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 238, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:20568", + "issue:31275", + "issue:32075", + "issue:33180", + "issue:33641", + "issue:33758", + "issue:35768", + "issue:36088", + "issue:36431", + "issue:36882", + "issue:37579", + "issue:44610", + "issue:48479", + "issue:50937", + "issue:51036", + "issue:51158", + "issue:52257", + "issue:53285", + "issue:53311", + "issue:53464", + "issue:53469", + "issue:53536", + "issue:53733", + "issue:53785", + "issue:59041", + "issue:62574", + "issue:62886", + "issue:63609", + "issue:63883", + "issue:64293", + "issue:64636", + "issue:64644", + "issue:64765", + "issue:64816", + "issue:64860", + "issue:64959", + "issue:65191", + "issue:65327", + "issue:65571", + "issue:65902", + "issue:66135", + "issue:66222", + "issue:66389", + "issue:67412", + "issue:68119", + "issue:68208", + "issue:68634", + "issue:68649" + ], + "soft_pairs": [ + "issue:20568|issue:33180", + "issue:66135|issue:66389", + "issue:53469|issue:65327", + "issue:53285|issue:62886", + "issue:33758|issue:53464", + "issue:32075|issue:63883", + "issue:35768|issue:64636", + "issue:44610|issue:68649", + "issue:31275|issue:68119", + "issue:33641|issue:67412", + "issue:36088|issue:53536", + "issue:36431|issue:36882", + "issue:37579|issue:52257", + "issue:48479|issue:62574", + "issue:50937|issue:51158", + "issue:51036|issue:64293", + "issue:53311|issue:65191", + "issue:53733|issue:66222", + "issue:53785|issue:65571", + "issue:59041|issue:63609", + "issue:64644|issue:68208", + "issue:64765|issue:64860", + "issue:64816|issue:65902", + "issue:64959|issue:68634" + ], + "prepared_review_unit_hash": "29e185a0a5e419381df71427fa9dadd2adfac5471f38641ea50c7176872e6cb4", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 35113, + "estimated_input_tokens": 8779, + "estimated_eval_tokens": 17814 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This is a heterogeneous cluster of mostly unrelated bug/feature issues across Telegram, TUI/webchat, plugins, CLI, sessions, and platform packaging. No soft pair looks like the same underlying change or defect, so all candidate edges are rejected.", + "confidence": 0.91, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": null, + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:20568", + "right": "issue:33180", + "accept": false, + "reason": "Both are Telegram-related streaming bugs, but one is a streamMode regression and the other is a DM draft/pinned-message issue; different code paths and symptoms." + }, + { + "left": "issue:66135", + "right": "issue:66389", + "accept": false, + "reason": "Both involve session/runtime behavior, but one is about background exec/cron/output handling and the other is about per-message process spawning and cache misses." + }, + { + "left": "issue:53469", + "right": "issue:65327", + "accept": false, + "reason": "Both request private-network access, but they target different surfaces (web tools/gateway vs Discord voice STT/general fetch) and are not the same concrete fix." + }, + { + "left": "issue:53285", + "right": "issue:62886", + "accept": false, + "reason": "Both are plugin packaging breakages, but they affect different plugins and different missing artifacts." + }, + { + "left": "issue:33758", + "right": "issue:53464", + "accept": false, + "reason": "Completely different bugs: TUI streaming failure versus Anthropic token paste truncation." + }, + { + "left": "issue:32075", + "right": "issue:63883", + "accept": false, + "reason": "Different products and failures: Mattermost mention gating versus groupPolicy allowlist application." + }, + { + "left": "issue:35768", + "right": "issue:64636", + "accept": false, + "reason": "Homebrew version labeling and proxy environment handling are unrelated." + }, + { + "left": "issue:44610", + "right": "issue:68649", + "accept": false, + "reason": "Both can block progress, but one is prompt-error session stall and the other is a hanging PDF tool; different components." + }, + { + "left": "issue:31275", + "right": "issue:68119", + "accept": false, + "reason": "Feishu /new session-memory hook failure is unrelated to the empty/uninformative issue." + }, + { + "left": "issue:33641", + "right": "issue:67412", + "accept": false, + "reason": "Both mention messages disappearing, but one is a webchat streaming render bug and the other is a control UI send-message flicker." + }, + { + "left": "issue:36088", + "right": "issue:53536", + "accept": false, + "reason": "A TUI route error is not the same as model switching bypassing the Gateway API flow." + }, + { + "left": "issue:36431", + "right": "issue:36882", + "accept": false, + "reason": "TUI routing to webchat and heartbeat prompts being shown are distinct message-pipeline problems." + }, + { + "left": "issue:37579", + "right": "issue:52257", + "accept": false, + "reason": "Compaction safeguard message loss and an oversized authorization popup are unrelated." + }, + { + "left": "issue:48479", + "right": "issue:62574", + "accept": false, + "reason": "Different providers and failures: Vertex auth selection versus missing Microsoft TTS registration." + }, + { + "left": "issue:50937", + "right": "issue:51158", + "accept": false, + "reason": "CI test failures blocking a PR are not the same as the Matrix inbound-routing bug." + }, + { + "left": "issue:51036", + "right": "issue:64293", + "accept": false, + "reason": "Custom provider zero-usage completion and heartbeat misconfiguration are separate runtime issues." + }, + { + "left": "issue:53311", + "right": "issue:65191", + "accept": false, + "reason": "Crash-loop from an uninstalled channel plugin is different from plugin startup before config loads." + }, + { + "left": "issue:53733", + "right": "issue:66222", + "accept": false, + "reason": "Unrelated feature requests: Intel Mac app versus multi-agent collaboration." + }, + { + "left": "issue:53785", + "right": "issue:65571", + "accept": false, + "reason": "Different Linux/platform failures in different subsystems (matrix crypto packaging vs browser CDP startup)." + }, + { + "left": "issue:59041", + "right": "issue:63609", + "accept": false, + "reason": "CLI command availability/documentation mismatch is unrelated to CLI hangs and SIGKILL termination." + }, + { + "left": "issue:64644", + "right": "issue:68208", + "accept": false, + "reason": "Image understanding content-empty failure and reasoning-stream nested-loop display error are different model/runtime bugs." + }, + { + "left": "issue:64765", + "right": "issue:64860", + "accept": false, + "reason": "Active Memory lookup returning NONE and QA Lab scenario-pack discovery are unrelated." + }, + { + "left": "issue:64816", + "right": "issue:65902", + "accept": false, + "reason": "Skill surfacing in live sessions and WhatsApp session discovery/cron delivery are separate plugin/runtime problems." + }, + { + "left": "issue:64959", + "right": "issue:68634", + "accept": false, + "reason": "Zombie persistent session contamination and scope-upgrade/Telegram approvals are different issues with no shared concrete code path." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 239, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:17101", + "issue:28222", + "issue:29506", + "issue:30962", + "issue:31481", + "issue:32189", + "issue:32712", + "issue:33468", + "issue:33758", + "issue:34308", + "issue:35975", + "issue:49264", + "issue:52405", + "issue:52488", + "issue:52729", + "issue:53354", + "issue:53464", + "issue:53726", + "issue:53785", + "issue:53803", + "issue:53912", + "issue:59933", + "issue:62627", + "issue:63422", + "issue:63440", + "issue:63862", + "issue:64277", + "issue:64304", + "issue:64496", + "issue:64523", + "issue:64783", + "issue:64802", + "issue:65043", + "issue:65304", + "issue:65603", + "issue:65760", + "issue:65870", + "issue:66008", + "issue:66647", + "issue:66832", + "issue:67653", + "issue:67937", + "issue:67985", + "issue:67989", + "issue:68073", + "issue:68249", + "issue:68371", + "issue:68467" + ], + "soft_pairs": [ + "issue:65043|issue:67989", + "issue:65304|issue:66008", + "issue:65760|issue:66647", + "issue:33758|issue:64523", + "issue:63422|issue:67937", + "issue:64783|issue:67653", + "issue:65870|issue:68249", + "issue:52405|issue:68073", + "issue:63862|issue:66647", + "issue:35975|issue:65603", + "issue:53912|issue:64802", + "issue:17101|issue:64496", + "issue:52729|issue:53464", + "issue:53464|issue:53803", + "issue:34308|issue:59933", + "issue:30962|issue:33468", + "issue:53785|issue:62627", + "issue:68371|issue:68467", + "issue:32189|issue:64304", + "issue:29506|issue:49264", + "issue:31481|issue:67985", + "issue:28222|issue:53726", + "issue:53354|issue:63440", + "issue:32712|issue:64277", + "issue:52488|issue:66832" + ], + "prepared_review_unit_hash": "6130080f90090de739bcbe4f00ffea772ae1b68018deebfc1b2f26c466a30de5", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 25, + "serialized_chars": 35306, + "estimated_input_tokens": 8827, + "estimated_eval_tokens": 17910 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This cluster is mostly a grab-bag of unrelated bug reports across different integrations, runtimes, and subsystems. The soft pairs look like title-level similarity false positives rather than true duplicates, so none are safe to merge.", + "confidence": 0.93, + "canonical_issue_reason": "Issue 65760 is the strongest standalone bug report here: it has a clear failure mode, a specific code path (fallback retry prompt handling), and substantial inbound reference activity. It is not a canonical duplicate hub for the cluster, just the best representative issue among unrelated items.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 65760 is the best issue in this set for triage usefulness because it is concrete, reproducible, and well-scoped, with enough discussion/reference signal to be actionable.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:65043", + "right": "issue:67989", + "accept": false, + "reason": "Different bugs in different areas: Slack subagent thread leakage vs OpenRouter model routing failure." + }, + { + "left": "issue:65304", + "right": "issue:66008", + "accept": false, + "reason": "Unrelated symptoms: Windows tool-call parameter errors vs missing whitespace in thinking lines." + }, + { + "left": "issue:65760", + "right": "issue:66647", + "accept": false, + "reason": "Different code paths and domains: fallback retry prompt loss vs Telegram binary caption token blowup." + }, + { + "left": "issue:33758", + "right": "issue:64523", + "accept": false, + "reason": "Both involve message handling, but one is TUI streaming output and the other is webchat reinjection; not the same bug." + }, + { + "left": "issue:63422", + "right": "issue:67937", + "accept": false, + "reason": "Sub-agent exec breakage after update is not the same as slow sequential probing in channel status checks." + }, + { + "left": "issue:64783", + "right": "issue:67653", + "accept": false, + "reason": "Feishu mention ReferenceError and Windows gateway startup delay are unrelated failures." + }, + { + "left": "issue:65870", + "right": "issue:68249", + "accept": false, + "reason": "Docs URL typo is not the same as a plugin failing to load at runtime." + }, + { + "left": "issue:52405", + "right": "issue:68073", + "accept": false, + "reason": "Approval cwd validation and npm plugin upgrade path are different issues." + }, + { + "left": "issue:63862", + "right": "issue:66647", + "accept": false, + "reason": "WSL pnpm execpath misdetection is unrelated to Telegram caption content injection." + }, + { + "left": "issue:35975", + "right": "issue:65603", + "accept": false, + "reason": "Both touch LLM provider plumbing, but they describe different provider/schema failures and different payload problems." + }, + { + "left": "issue:53912", + "right": "issue:64802", + "accept": false, + "reason": "Docker restart-loop behavior and Railway image versioning are not the same defect." + }, + { + "left": "issue:17101", + "right": "issue:64496", + "accept": false, + "reason": "Telegram transcription bug and a blank-titled issue provide no evidence of the same underlying problem." + }, + { + "left": "issue:52729", + "right": "issue:53464", + "accept": false, + "reason": "LINE webhook 404 regression and Anthropic token truncation are unrelated." + }, + { + "left": "issue:53464", + "right": "issue:53803", + "accept": false, + "reason": "Token paste truncation and duplicated tool results are different failure modes." + }, + { + "left": "issue:34308", + "right": "issue:59933", + "accept": false, + "reason": "Telegram inter-session delivery and session listing visibility are separate session-management bugs." + }, + { + "left": "issue:30962", + "right": "issue:33468", + "accept": false, + "reason": "Discord newline rendering and Google Chat startup crash do not share the same code path." + }, + { + "left": "issue:53785", + "right": "issue:62627", + "accept": false, + "reason": "Packaging/dependency issues in different bundles are too broad to treat as one bug." + }, + { + "left": "issue:68371", + "right": "issue:68467", + "accept": false, + "reason": "Both mention empty output, but they are different modes/features with no concrete shared root cause." + }, + { + "left": "issue:32189", + "right": "issue:64304", + "accept": false, + "reason": "Wrong model display and billing-related provider failure are unrelated." + }, + { + "left": "issue:29506", + "right": "issue:49264", + "accept": false, + "reason": "Slack missing_scope behavior and unresolved SecretRef in doctor are different subsystems." + }, + { + "left": "issue:31481", + "right": "issue:67985", + "accept": false, + "reason": "A token-missing bug is not the same as a blank/empty issue report." + }, + { + "left": "issue:28222", + "right": "issue:53726", + "accept": false, + "reason": "Diagnostics plugin failure and antivirus-blocking joke issue are clearly unrelated." + }, + { + "left": "issue:53354", + "right": "issue:63440", + "accept": false, + "reason": "WebSocket slash-command interception and session timeout bookkeeping are different defects." + }, + { + "left": "issue:32712", + "right": "issue:64277", + "accept": false, + "reason": "Feishu card content retrieval and Slack thread mention bypass are separate platform-specific bugs." + }, + { + "left": "issue:52488", + "right": "issue:66832", + "accept": false, + "reason": "Operator scope missing after pairing is not the same as log redaction coverage." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 240, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:22003", + "issue:31043", + "issue:32678", + "issue:32889", + "issue:37322", + "issue:50161", + "issue:50253", + "issue:52405", + "issue:53364", + "issue:53647", + "issue:53709", + "issue:53879", + "issue:53927", + "issue:54689", + "issue:55275", + "issue:58140", + "issue:60102", + "issue:62684", + "issue:63033", + "issue:63128", + "issue:63175", + "issue:64602", + "issue:64939", + "issue:64978", + "issue:65043", + "issue:65086", + "issue:65090", + "issue:65182", + "issue:65309", + "issue:65316", + "issue:65394", + "issue:65400", + "issue:65559", + "issue:65697", + "issue:65791", + "issue:66424", + "issue:66507", + "issue:66591", + "issue:66624", + "issue:66702", + "issue:66813", + "issue:66859", + "issue:66907", + "issue:67072", + "issue:68028", + "issue:68181", + "issue:68245", + "issue:68605" + ], + "soft_pairs": [ + "issue:63128|issue:65697", + "issue:66813|issue:68245", + "issue:50161|issue:68028", + "issue:53364|issue:55275", + "issue:53879|issue:54689", + "issue:63175|issue:68605", + "issue:66624|issue:66859", + "issue:64939|issue:65043", + "issue:66702|issue:68181", + "issue:53709|issue:65316", + "issue:53647|issue:65086", + "issue:65309|issue:66424", + "issue:66907|issue:67072", + "issue:62684|issue:65309", + "issue:32678|issue:60102", + "issue:32889|issue:64602", + "issue:50253|issue:65791", + "issue:65394|issue:66591", + "issue:63033|issue:65182", + "issue:37322|issue:64939", + "issue:64978|issue:65090", + "issue:53927|issue:65559", + "issue:31043|issue:52405", + "issue:58140|issue:65400", + "issue:22003|issue:66507" + ], + "prepared_review_unit_hash": "995b34c6eba886514a717ea8927ab919498b3ad00ad866238fd13dbb0113c2c1", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 25, + "serialized_chars": 35886, + "estimated_input_tokens": 8972, + "estimated_eval_tokens": 18200 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Most items are unrelated bug reports; the only strong duplicate-like pair is the channel/session isolation issue between 22003 and 66507.", + "confidence": 0.91, + "canonical_issue_reason": "issue:22003 is the clearest, broadest statement of the shared bug: channel context bleeding causes auth failures.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:22003 best represents the cluster because it describes the underlying session-isolation problem at a higher level than the channel-specific report.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:63128", + "right": "issue:65697", + "accept": false, + "reason": "Both involve LaunchAgent/macOS startup, but one is restart re-bootstrap failure and the other is a pnpm entrypoint mismatch crash; different bugs." + }, + { + "left": "issue:66813", + "right": "issue:68245", + "accept": false, + "reason": "Both are hangs/timeouts, but they affect different flows (webchat heartbeat vs Active Memory reply flow) with different failure modes." + }, + { + "left": "issue:50161", + "right": "issue:68028", + "accept": false, + "reason": "Both mention SecretRefs, but one is doctor/exec secret resolution and the other is tavily config validation/runtime; not the same code path." + }, + { + "left": "issue:53364", + "right": "issue:55275", + "accept": false, + "reason": "Both concern Telegram delivery, but one is forum General topic system messages and the other is outbound queue flushing; too different." + }, + { + "left": "issue:53879", + "right": "issue:54689", + "accept": false, + "reason": "Both are Telegram file-send regressions, but the symptoms and triggers differ and there is no evidence of the same concrete bug." + }, + { + "left": "issue:63175", + "right": "issue:68605", + "accept": false, + "reason": "Ollama timeout and webchat image persistence are unrelated." + }, + { + "left": "issue:66624", + "right": "issue:66859", + "accept": false, + "reason": "Channel-selection trim error and destructive restart handoff are unrelated." + }, + { + "left": "issue:64939", + "right": "issue:65043", + "accept": false, + "reason": "Groq multipart transcription and Slack thread-routing leak are different features and failure paths." + }, + { + "left": "issue:66702", + "right": "issue:68181", + "accept": false, + "reason": "Vision context contamination and macOS screen.snapshot param validation are unrelated." + }, + { + "left": "issue:53709", + "right": "issue:65316", + "accept": false, + "reason": "Both touch subprocess/sandbox behavior, but one is invalid GH_TOKEN inheritance and the other is writable file-tool exposure; different bugs." + }, + { + "left": "issue:53647", + "right": "issue:65086", + "accept": false, + "reason": "Cron child-session stopping and sessions_spawn model override are distinct session-management problems." + }, + { + "left": "issue:65309", + "right": "issue:66424", + "accept": false, + "reason": "Active Memory blocking reply flow is unrelated to the 401 connection-id mismatch in Copilot/GPT sessions." + }, + { + "left": "issue:66907", + "right": "issue:67072", + "accept": false, + "reason": "Both are UI timing issues, but one is input reappearing on stream start and the other is delayed message display after send." + }, + { + "left": "issue:62684", + "right": "issue:65309", + "accept": false, + "reason": "Ollama pipeline timeout and Active Memory blocking reply flow are different underlying failures." + }, + { + "left": "issue:32678", + "right": "issue:60102", + "accept": false, + "reason": "Both are channel/session binding problems, but Feishu bindings and Telegram stale ACP session are different systems and symptoms." + }, + { + "left": "issue:32889", + "right": "issue:64602", + "accept": false, + "reason": "Documentation directory reads and idempotencyKey errors in narrative generation are unrelated." + }, + { + "left": "issue:50253", + "right": "issue:65791", + "accept": false, + "reason": "IPv6 bind support and Exa secretRef feature request are unrelated." + }, + { + "left": "issue:65394", + "right": "issue:66591", + "accept": false, + "reason": "Audio transcription failure and context engine id mismatch are unrelated." + }, + { + "left": "issue:63033", + "right": "issue:65182", + "accept": false, + "reason": "TTS payload delivery and output-tag stripping are different Control UI bugs." + }, + { + "left": "issue:37322", + "right": "issue:64939", + "accept": false, + "reason": "404 run error and audio transcription failure are unrelated." + }, + { + "left": "issue:64978", + "right": "issue:65090", + "accept": false, + "reason": "Both concern Chrome startup/connectivity, but one is a false startup failure and the other is an unreachable CDP websocket; not the same bug." + }, + { + "left": "issue:53927", + "right": "issue:65559", + "accept": false, + "reason": "Webhook route 404 and allowBots mention handling are different webhook issues." + }, + { + "left": "issue:31043", + "right": "issue:52405", + "accept": false, + "reason": "Both are approval-related, but one is ID-format mismatch and the other is canonical cwd validation; different code paths." + }, + { + "left": "issue:58140", + "right": "issue:65400", + "accept": false, + "reason": "Windows Defender installer concern and browser --help boot slowdown are unrelated." + }, + { + "left": "issue:22003", + "right": "issue:66507", + "accept": true, + "reason": "Both describe the same underlying session-isolation bug: channels sharing or bleeding session context instead of keeping separate channel-scoped sessions, causing auth/session errors." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The cluster summary is grounded in the packet: issue:22003 and issue:66507 clearly describe the same channel/session isolation bug, while the other pairs are conservatively rejected as distinct bugs based on their titles and contexts. No evidence is overstated." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 241, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:30374", + "issue:30672", + "issue:30773", + "issue:30844", + "issue:31275", + "issue:32113", + "issue:32473", + "issue:32637", + "issue:32947", + "issue:33456", + "issue:33671", + "issue:34534", + "issue:35202", + "issue:35861", + "issue:37465", + "issue:48479", + "issue:53140", + "issue:53354", + "issue:53443", + "issue:53488", + "issue:53647", + "issue:53705", + "issue:53735", + "issue:53870", + "issue:54039", + "issue:57256", + "issue:61211", + "issue:62472", + "issue:63862", + "issue:63877", + "issue:63974", + "issue:64407", + "issue:64794", + "issue:65151", + "issue:65195", + "issue:65201", + "issue:65305", + "issue:65568", + "issue:65608", + "issue:65861", + "issue:66804", + "issue:67132", + "issue:67295", + "issue:67546", + "issue:68120", + "issue:68190", + "issue:68743", + "issue:68789" + ], + "soft_pairs": [ + "issue:30773|issue:53647", + "issue:35861|issue:65568", + "issue:53443|issue:64407", + "issue:61211|issue:65861", + "issue:62472|issue:65151", + "issue:63862|issue:65608", + "issue:65195|issue:68789", + "issue:32637|issue:53488", + "issue:67295|issue:68120", + "issue:31275|issue:63877", + "issue:57256|issue:63974", + "issue:67132|issue:68190", + "issue:53140|issue:67546", + "issue:30374|issue:30672", + "issue:33456|issue:35202", + "issue:32113|issue:34534", + "issue:53870|issue:68743", + "issue:64794|issue:66804", + "issue:53705|issue:54039", + "issue:30844|issue:48479", + "issue:32473|issue:32947", + "issue:33671|issue:53354", + "issue:37465|issue:53735", + "issue:65201|issue:65305" + ], + "prepared_review_unit_hash": "eef4c73eb880bb321f949cf12bdf968dc09a8ae0b78079f79f38c460a0d8c7e6", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 35432, + "estimated_input_tokens": 8858, + "estimated_eval_tokens": 17972 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This set is mostly heterogeneous and does not form one duplicate cluster. The only plausible duplicate pair is the two Kimi k2p5 tool-call reports; the rest describe different bugs, features, or subsystems.", + "confidence": 0.67, + "canonical_issue_reason": "issue:37465 is the clearest canonical report for the Kimi k2p5 tool-call bug: it names the model, gives the concrete failure mode, and includes the validation-error symptom. issue:53735 appears to describe the same underlying problem in Chinese with less detail.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:37465 is the best issue to anchor the one likely duplicate pair because it is specific, actionable, and clearly describes the malformed tool-call behavior.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:30773", + "right": "issue:53647", + "accept": false, + "reason": "Both mention isolated cron/agent runs, but the symptoms differ: write-tool false error vs cron stopping after a sessions_yield boundary." + }, + { + "left": "issue:35861", + "right": "issue:65568", + "accept": false, + "reason": "Both are ACP/runtime-related, but one is a generic spawn exit-code failure and the other is a Discord-bound resume/resource-not-found bug." + }, + { + "left": "issue:53443", + "right": "issue:64407", + "accept": false, + "reason": "Both involve gateway/loopback connectivity, but they target different commands and failure paths with different triggering conditions." + }, + { + "left": "issue:61211", + "right": "issue:65861", + "accept": false, + "reason": "A build failure in one repo path and a labeler config path mistake are unrelated bugs." + }, + { + "left": "issue:62472", + "right": "issue:65151", + "accept": false, + "reason": "Both involve persistence/state, but one is context-token persistence across providers and the other is sessionFile persistence for cron runs." + }, + { + "left": "issue:63862", + "right": "issue:65608", + "accept": false, + "reason": "Both are pnpm/environment-related, but one is WSL execpath misdetection and the other is a hardcoded addon path build break." + }, + { + "left": "issue:65195", + "right": "issue:68789", + "accept": false, + "reason": "Both are network reachability bugs, but one is macOS LAN access from exec/runtime and the other is Slack DNS failures with healthy local networking." + }, + { + "left": "issue:32637", + "right": "issue:53488", + "accept": false, + "reason": "Both touch workspace concepts, but one is per-agent cwd isolation and the other is custom workspace injection files." + }, + { + "left": "issue:67295", + "right": "issue:68120", + "accept": false, + "reason": "Both mention OpenRouter/OpenClaw, but one is wrong per-agent baseUrls and the other is empty assistant messages from chat completions." + }, + { + "left": "issue:31275", + "right": "issue:63877", + "accept": false, + "reason": "Feishu /new session-memory hook behavior and Firecrawl http transport failure are unrelated." + }, + { + "left": "issue:57256", + "right": "issue:63974", + "accept": false, + "reason": "One is a false status warning about openclaw-mem0 availability; the other is Discord reply instability during session overflow and config reload." + }, + { + "left": "issue:67132", + "right": "issue:68190", + "accept": false, + "reason": "Both involve active tool execution, but one leaks narration into iMessage while the other drops chat messages entirely." + }, + { + "left": "issue:53140", + "right": "issue:67546", + "accept": false, + "reason": "WhatsApp auto-reply takeover and an onboarding feature bug are not the same underlying problem." + }, + { + "left": "issue:30374", + "right": "issue:30672", + "accept": false, + "reason": "Both are Bedrock issues, but one is failover on rate limit via aws-sdk auth and the other is unreachable api.anthropic.com geo-restriction." + }, + { + "left": "issue:33456", + "right": "issue:35202", + "accept": false, + "reason": "Both are Feishu-related, but one is bot-info re-fetch after preflight and the other is a long-link configuration failure." + }, + { + "left": "issue:32113", + "right": "issue:34534", + "accept": false, + "reason": "Missing package/repo file and updater corrupts daemon are unrelated installation/update problems." + }, + { + "left": "issue:53870", + "right": "issue:68743", + "accept": false, + "reason": "VirusTotal scan pending on a package release and a cron timeout are unrelated." + }, + { + "left": "issue:64794", + "right": "issue:66804", + "accept": false, + "reason": "MiniMax OAuth config fields missing and MiniMax-M2.7 response timeout are different issues." + }, + { + "left": "issue:53705", + "right": "issue:54039", + "accept": false, + "reason": "Both are path/workspace bugs, but one deletes the wrong workspace scope and the other doubles absolute Windows paths in read." + }, + { + "left": "issue:30844", + "right": "issue:48479", + "accept": false, + "reason": "These are different auth-routing bugs for different providers: OpenAI/OAuth routing vs Google Vertex API-key vs ADC/Bearer." + }, + { + "left": "issue:32473", + "right": "issue:32947", + "accept": false, + "reason": "Device-identity secure-context requirements and web_fetch fetch failures are unrelated browser/network issues." + }, + { + "left": "issue:33671", + "right": "issue:53354", + "accept": false, + "reason": "Telegram PDF hangs in gateway and WebSocket slash-command forwarding are different subsystems and symptoms." + }, + { + "left": "issue:37465", + "right": "issue:53735", + "accept": true, + "reason": "Both describe the same Kimi k2p5 tool-call bug: malformed/incomplete tool-call output for the same model, just phrased differently." + }, + { + "left": "issue:65201", + "right": "issue:65305", + "accept": false, + "reason": "A false doctor warning about gateway auth tokens and a schema validation rule rejecting 0 are unrelated." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is well grounded in the packet and stays conservative overall. The only positive soft-edge call (37465/53735) is plausibly supported by the titles, and the remaining pairs are reasonably rejected without overclaiming." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 242, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:29809", + "issue:30314", + "issue:31414", + "issue:32871", + "issue:33263", + "issue:33685", + "issue:34961", + "issue:35768", + "issue:37564", + "issue:50999", + "issue:51158", + "issue:51174", + "issue:51749", + "issue:52773", + "issue:53463", + "issue:53464", + "issue:53466", + "issue:53592", + "issue:53755", + "issue:55298", + "issue:55807", + "issue:57386", + "issue:58385", + "issue:62884", + "issue:63130", + "issue:63396", + "issue:64292", + "issue:64496", + "issue:65117", + "issue:65304", + "issue:65321", + "issue:65334", + "issue:65424", + "issue:65656", + "issue:66125", + "issue:66336", + "issue:66635", + "issue:66786", + "issue:67199", + "issue:67485", + "issue:67619", + "issue:67626", + "issue:67915", + "issue:68209", + "issue:68299", + "issue:68336", + "issue:68449" + ], + "soft_pairs": [ + "issue:51158|issue:68299", + "issue:50999|issue:55807", + "issue:52773|issue:65321", + "issue:53755|issue:68449", + "issue:62884|issue:65117", + "issue:64292|issue:66336", + "issue:65424|issue:67915", + "issue:53464|issue:63130", + "issue:57386|issue:64496", + "issue:35768|issue:65334", + "issue:53463|issue:53466", + "issue:29809|issue:67626", + "issue:30314|issue:53592", + "issue:31414|issue:67485", + "issue:55298|issue:67485", + "issue:58385|issue:65304", + "issue:65656|issue:66635", + "issue:32871|issue:68336", + "issue:33263|issue:34961", + "issue:33685|issue:66786", + "issue:67619|issue:68209", + "issue:37564|issue:51174", + "issue:51749|issue:63396", + "issue:66125|issue:67199" + ], + "prepared_review_unit_hash": "39dd724405357207b60fa353f579de1ece41dcac054785afcf744c08a3499450", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 24, + "serialized_chars": 34836, + "estimated_input_tokens": 8709, + "estimated_eval_tokens": 17674 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "All suggested soft edges are false positives: the paired issues share only broad subsystem keywords, not the same concrete bug or change.", + "confidence": 0.98, + "canonical_issue_reason": "No single canonical issue is safe here; the items span unrelated bugs across different features and transports, so collapsing them into one duplicate cluster would be incorrect.", + "canonical_pr_reason": null, + "best_issue_reason": "If one issue must anchor triage, issue 29809 is the strongest standalone report because it is detailed and discussion-rich, but it should not absorb the others as duplicates.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:51158", + "right": "issue:68299", + "accept": false, + "reason": "Matrix inbound-routing failure vs Matrix private-network config handling; different symptom and root cause." + }, + { + "left": "issue:50999", + "right": "issue:55807", + "accept": false, + "reason": "Telegram polling stall loop and Discord ACP thread rendering are unrelated transport bugs." + }, + { + "left": "issue:52773", + "right": "issue:65321", + "accept": false, + "reason": "WhatsApp listener regression vs built-in TTS failure; different subsystems and code paths." + }, + { + "left": "issue:53755", + "right": "issue:68449", + "accept": false, + "reason": "Model catalog exposure issue vs Dreaming stopword filtering; no shared concrete bug." + }, + { + "left": "issue:62884", + "right": "issue:65117", + "accept": false, + "reason": "Both involve media, but one always calls sendText while the other drops web-outbound media; different outbound paths." + }, + { + "left": "issue:64292", + "right": "issue:66336", + "accept": false, + "reason": "'agentId not allowed' and 'pairing required' are distinct sessions_spawn validation/auth failures." + }, + { + "left": "issue:65424", + "right": "issue:67915", + "accept": false, + "reason": "Minimax catalog input schema bug vs local attachment folder restriction; different causes." + }, + { + "left": "issue:53464", + "right": "issue:63130", + "accept": false, + "reason": "Token truncation on paste vs OAuth token refresh failure; unrelated credential-handling bugs." + }, + { + "left": "issue:57386", + "right": "issue:64496", + "accept": false, + "reason": "Google Chat 401 regression vs an empty-title issue; no technical overlap." + }, + { + "left": "issue:35768", + "right": "issue:65334", + "accept": false, + "reason": "Homebrew version env-var problem vs CLI host-version parsing bug; different version sources." + }, + { + "left": "issue:53463", + "right": "issue:53466", + "accept": false, + "reason": "Memory file overwrite and expired credential overwrite are different state corruption bugs." + }, + { + "left": "issue:29809", + "right": "issue:67626", + "accept": false, + "reason": "Control UI origin/CORS rejection vs a vague unrelated report; no shared failure mode." + }, + { + "left": "issue:30314", + "right": "issue:53592", + "accept": false, + "reason": "Feishu group message delivery vs Bedrock instance-role auth failure; unrelated features." + }, + { + "left": "issue:31414", + "right": "issue:67485", + "accept": false, + "reason": "systemd service version mismatch vs missing bin symlink after update; different update/install bugs." + }, + { + "left": "issue:55298", + "right": "issue:67485", + "accept": false, + "reason": "pm2 env reload behavior and nvm symlink loss are unrelated problems." + }, + { + "left": "issue:58385", + "right": "issue:65304", + "accept": false, + "reason": "Specific web_fetch schema validation vs broad Windows tool-parameter failures; different scope and root cause." + }, + { + "left": "issue:65656", + "right": "issue:66635", + "accept": false, + "reason": "LINE 429 on mixed replies vs WhatsApp inline-media failure; different channel logic." + }, + { + "left": "issue:32871", + "right": "issue:68336", + "accept": false, + "reason": "API format mismatch for routellm/gpt-5 vs Ollama Cloud 404; unrelated backends." + }, + { + "left": "issue:33263", + "right": "issue:34961", + "accept": false, + "reason": "Webchat duplicate replies vs Discord voice no-reply intermittency; different products and bugs." + }, + { + "left": "issue:33685", + "right": "issue:66786", + "accept": false, + "reason": "Fedora Silverblue setup failure vs workspace-dir prompt handling; no common code path." + }, + { + "left": "issue:67619", + "right": "issue:68209", + "accept": false, + "reason": "One loses context on session switch, the other grows context uncontrollably; opposite symptoms, different bugs." + }, + { + "left": "issue:37564", + "right": "issue:51174", + "accept": false, + "reason": "Feishu dispatch showing no replies vs WhatsApp probe truncating allowFrom entries; unrelated." + }, + { + "left": "issue:51749", + "right": "issue:63396", + "accept": false, + "reason": "Teams media fetch empty vs SharePoint download failure on Node 24; different failure paths." + }, + { + "left": "issue:66125", + "right": "issue:67199", + "accept": false, + "reason": "OpenAI-compatible proxy fallback failure vs thinkingDefault propagation bug; distinct code paths." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 243, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:23538", + "issue:27988", + "issue:28423", + "issue:29670", + "issue:30300", + "issue:30316", + "issue:31098", + "issue:32807", + "issue:32949", + "issue:33239", + "issue:33263", + "issue:33621", + "issue:34863", + "issue:36142", + "issue:50260", + "issue:51158", + "issue:53273", + "issue:53466", + "issue:53537", + "issue:53591", + "issue:53669", + "issue:53671", + "issue:53769", + "issue:53786", + "issue:53857", + "issue:53871", + "issue:53892", + "issue:53938", + "issue:57033", + "issue:59370", + "issue:63736", + "issue:64202", + "issue:64633", + "issue:65341", + "issue:65424", + "issue:65917", + "issue:66074", + "issue:66229", + "issue:66280", + "issue:66390", + "issue:66621", + "issue:66647", + "issue:66752", + "issue:67019", + "issue:67985", + "issue:67999", + "issue:68613", + "issue:68780" + ], + "soft_pairs": [ + "issue:53273|issue:66390", + "issue:53537|issue:66647", + "issue:33239|issue:68780", + "issue:66621|issue:67999", + "issue:51158|issue:65424", + "issue:32807|issue:53857", + "issue:23538|issue:32949", + "issue:29670|issue:50260", + "issue:30300|issue:65917", + "issue:30316|issue:50260", + "issue:31098|issue:53769", + "issue:33621|issue:36142", + "issue:34863|issue:64202", + "issue:53466|issue:65341", + "issue:53669|issue:66074", + "issue:53786|issue:63736", + "issue:53871|issue:53892", + "issue:59370|issue:66752", + "issue:64633|issue:67019", + "issue:66280|issue:68613", + "issue:53466|issue:53938", + "issue:27988|issue:67985", + "issue:28423|issue:33263", + "issue:53591|issue:53671", + "issue:57033|issue:66229" + ], + "prepared_review_unit_hash": "e7318408fa9171e1f0cbaad828ce171e5acb80e97a5bf6f63948519de7d4a63a", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 25, + "serialized_chars": 35397, + "estimated_input_tokens": 8850, + "estimated_eval_tokens": 17956 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This cluster is mostly a set of unrelated bug reports with superficial keyword overlap; none of the proposed soft edges look like true duplicates of the same underlying issue.", + "confidence": 0.95, + "canonical_issue_reason": "No single canonical issue stands out: the items span unrelated subsystems (Telegram, browser, gateway, cron, macOS updates, plugins, model providers), so there is no coherent duplicate cluster to collapse into one issue.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:53871 is the most self-contained and actionable report in the set, with a clear regression, concrete symptom, and a narrow scope; it is the best standalone issue, though not a canonical for the whole group.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:53273", + "right": "issue:66390", + "accept": false, + "reason": "Both involve updates on macOS, but one is a broken plugin path after global upgrade while the other is a file-lock/startup crash during update; different failure modes and code paths." + }, + { + "left": "issue:53537", + "right": "issue:66647", + "accept": false, + "reason": "These are unrelated: Gemini thinking-loop behavior on model switch vs Telegram caption content leaking into prompts. Only a broad notion of bad behavior overlaps." + }, + { + "left": "issue:33239", + "right": "issue:68780", + "accept": false, + "reason": "Both mention plugins and warnings, but one is duplicate plugin loading during Feishu install and the other is an empty allowlist warning for first-time users; not the same bug." + }, + { + "left": "issue:66621", + "right": "issue:67999", + "accept": false, + "reason": "Both are UI rendering issues, but one is images not rendering and the other is live message updates requiring refresh; too different to merge." + }, + { + "left": "issue:51158", + "right": "issue:65424", + "accept": false, + "reason": "Different plugins and different bugs: Matrix inbound routing is broken, while MiniMax image attachments are dropped because catalog capabilities are misdeclared." + }, + { + "left": "issue:32807", + "right": "issue:53857", + "accept": false, + "reason": "Browser relay/tool availability vs web_search API key detection are separate subsystems with different root causes." + }, + { + "left": "issue:23538", + "right": "issue:32949", + "accept": false, + "reason": "Anthropic auth 401 on setup-token and Telegram forum messages landing in the wrong topic after a retry are not the same issue." + }, + { + "left": "issue:29670", + "right": "issue:50260", + "accept": false, + "reason": "Tailscale pairing/allowTailscale gating and Feishu streaming duplicate segments are unrelated despite both touching message delivery." + }, + { + "left": "issue:30300", + "right": "issue:65917", + "accept": false, + "reason": "The second item has no usable title/body details, so there is no evidence it is the same image-upload stack trace bug." + }, + { + "left": "issue:30316", + "right": "issue:50260", + "accept": false, + "reason": "Both are duplicate-message symptoms, but they affect different channels and likely different mechanisms; not enough to treat as one bug." + }, + { + "left": "issue:31098", + "right": "issue:53769", + "accept": false, + "reason": "Telegram config not recognized and Slack delivery being unsupported are different configuration errors in different integrations." + }, + { + "left": "issue:33621", + "right": "issue:36142", + "accept": false, + "reason": "Anthropic compaction leaving dangling tool_use blocks and rate-limit-induced empty responses after tool calls are separate failure paths." + }, + { + "left": "issue:34863", + "right": "issue:64202", + "accept": false, + "reason": "ACP interactive output truncation and CSS layout clipping are unrelated; one is backend/protocol behavior, the other is presentation." + }, + { + "left": "issue:53466", + "right": "issue:65341", + "accept": false, + "reason": "The second item is blank, so there is no evidence it matches the Codex credential overwrite/OAuth failure bug." + }, + { + "left": "issue:53669", + "right": "issue:66074", + "accept": false, + "reason": "Cron timezone offset handling and browser SSRF policy initialization are unrelated problems." + }, + { + "left": "issue:53786", + "right": "issue:63736", + "accept": false, + "reason": "Real-time Feishu/local-dashboard desync and a vague hang-time report do not describe the same underlying bug." + }, + { + "left": "issue:53871", + "right": "issue:53892", + "accept": false, + "reason": "Telegram channel configuration regression and WhatsApp group self-echo are different messaging-integration bugs." + }, + { + "left": "issue:59370", + "right": "issue:66752", + "accept": false, + "reason": "Config require-path breakage and ARM64 missing-module on global install are both runtime packaging issues, but they are distinct failures." + }, + { + "left": "issue:64633", + "right": "issue:67019", + "accept": false, + "reason": "Both mention garbled output, but one is style/persona compliance and the other is a model-specific text corruption symptom." + }, + { + "left": "issue:66280", + "right": "issue:68613", + "accept": false, + "reason": "Gateway provider override routing and a provider-specific missing model/smart selector error are different request-validation/routing problems." + }, + { + "left": "issue:53466", + "right": "issue:53938", + "accept": false, + "reason": "Credential overwrite/OAuth failure is unrelated to Feishu plugin duplication and gateway restart instability." + }, + { + "left": "issue:27988", + "right": "issue:67985", + "accept": false, + "reason": "The second issue has no content, so it cannot be matched to the cacheRetention bug." + }, + { + "left": "issue:28423", + "right": "issue:33263", + "accept": false, + "reason": "A stale macOS LaunchAgent entrypoint and duplicated assistant replies via delivery-mirror are unrelated." + }, + { + "left": "issue:53591", + "right": "issue:53671", + "accept": false, + "reason": "Both involve empty args/tool handling, but one is model payload compatibility causing empty tool args and the other is validation behavior on empty args; not the same concrete bug." + }, + { + "left": "issue:57033", + "right": "issue:66229", + "accept": false, + "reason": "These share the word 'store' but refer to totally different concepts: an unsupported API field versus a media size limit." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 244, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:17731", + "issue:29506", + "issue:32852", + "issue:33025", + "issue:33272", + "issue:34665", + "issue:50888", + "issue:51609", + "issue:51809", + "issue:53174", + "issue:53236", + "issue:53249", + "issue:53273", + "issue:53384", + "issue:53919", + "issue:55298", + "issue:57672", + "issue:62086", + "issue:62172", + "issue:62868", + "issue:63079", + "issue:63211", + "issue:63422", + "issue:63706", + "issue:63759", + "issue:64036", + "issue:64111", + "issue:64174", + "issue:64293", + "issue:64509", + "issue:64771", + "issue:64959", + "issue:64991", + "issue:65151", + "issue:65687", + "issue:65890", + "issue:66500", + "issue:66732", + "issue:66978", + "issue:67598", + "issue:67688", + "issue:67915", + "issue:67938", + "issue:68062", + "issue:68513", + "issue:68633", + "issue:68707" + ], + "soft_pairs": [ + "issue:57672|issue:62086", + "issue:63079|issue:66500", + "issue:53236|issue:62868", + "issue:63211|issue:67598", + "issue:63759|issue:66978", + "issue:64036|issue:64991", + "issue:51609|issue:53919", + "issue:51809|issue:68707", + "issue:53249|issue:67915", + "issue:64771|issue:68633", + "issue:17731|issue:53384", + "issue:32852|issue:68062", + "issue:29506|issue:34665", + "issue:64111|issue:68513", + "issue:33025|issue:53384", + "issue:62172|issue:64293", + "issue:64174|issue:67688", + "issue:50888|issue:64509", + "issue:65687|issue:65890", + "issue:33272|issue:53174", + "issue:53273|issue:55298", + "issue:63422|issue:67938", + "issue:63706|issue:66732", + "issue:64959|issue:65151" + ], + "prepared_review_unit_hash": "834ed6311ff026252b1368ebc1d8a034eabd219554280ed19e2c39e612c47e2b", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 24, + "serialized_chars": 34721, + "estimated_input_tokens": 8681, + "estimated_eval_tokens": 17618 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "The cluster is mostly heterogeneous. The soft edges are broad same-subsystem similarities, not true duplicates. The most representative issue is the sub-agent announce empty-payload report because it is concrete, well-scoped, and best matches the recurring child-output/completion-loss theme.", + "confidence": 0.43, + "canonical_issue_reason": "issue:50888 is the clearest, most concrete report of the underlying failure mode in this set: sub-agent announce returns an empty payload despite non-empty child output. It is specific, actionable, and central to the closest duplicate-style theme here.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:50888 is the strongest global issue candidate because it describes the bug precisely and is the most plausible anchor for any closely related completion-payload duplicates. The other issues are mostly unrelated or too broad.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:57672", + "right": "issue:62086", + "accept": false, + "reason": "Different failures: one is Mistral tool-call ID validation via OpenRouter; the other is CLI SIGTERM from an exec/runtime wrapper. Same general runtime area, not the same bug." + }, + { + "left": "issue:63079", + "right": "issue:66500", + "accept": false, + "reason": "Both are chat/channel adapter bugs, but one is Google Chat audience validation and the other is Feishu filename mojibake on inbound media. Different code paths and symptoms." + }, + { + "left": "issue:53236", + "right": "issue:62868", + "accept": false, + "reason": "Both mention plugin resolution/install behavior, but one resolves to the wrong skill and the other is a packaged Telegram plugin missing a file path. Not the same underlying change." + }, + { + "left": "issue:63211", + "right": "issue:67598", + "accept": false, + "reason": "Both involve isolated/cron execution, but one ignores tools.exec policy prompts while the other ignores payload.model and runs on the primary model. Different policy/config bugs." + }, + { + "left": "issue:63759", + "right": "issue:66978", + "accept": false, + "reason": "One is Telegram typing indicator timing; the other is session spawn/run completing without a final payload. Different user-facing behavior and different mechanism." + }, + { + "left": "issue:64036", + "right": "issue:64991", + "accept": false, + "reason": "Trailing whitespace in chunking is unrelated to Gemini OAuth communication failure." + }, + { + "left": "issue:51609", + "right": "issue:53919", + "accept": false, + "reason": "Sandbox python3 missing is a runtime environment issue; browser-driven tasks in VPS Docker are a broader deployment behavior problem." + }, + { + "left": "issue:51809", + "right": "issue:68707", + "accept": false, + "reason": "Dashboard model-picker prefixing and openai-completions usage-token streaming are unrelated provider/UI bugs." + }, + { + "left": "issue:53249", + "right": "issue:67915", + "accept": false, + "reason": "Both are attachment-related, but one is mountPath handling for runtime subagent attachments and the other is local assistant attachment visibility/allowed-folder filtering. Not the same bug." + }, + { + "left": "issue:64771", + "right": "issue:68633", + "accept": false, + "reason": "One is chat disconnects in Control UI; the other clears image attachments before WebSocket send on connection failure. Related UI area, but different failure modes." + }, + { + "left": "issue:17731", + "right": "issue:53384", + "accept": false, + "reason": "Slack thread-context preservation is unrelated to streaming dropping a text block when assistant turns contain thinking plus text." + }, + { + "left": "issue:32852", + "right": "issue:68062", + "accept": false, + "reason": "Telegram RTL preview rendering and export HTML empty conversation view are different rendering bugs with different surfaces." + }, + { + "left": "issue:29506", + "right": "issue:34665", + "accept": false, + "reason": "Slack missing_scope with channel name and Feishu invalid user_id from discord ID are different platform integration issues." + }, + { + "left": "issue:64111", + "right": "issue:68513", + "accept": false, + "reason": "Ollama vision accessibility via image tool and imageModel fallback for user attachments are both vision-related, but they concern different routing decisions and APIs." + }, + { + "left": "issue:33025", + "right": "issue:53384", + "accept": false, + "reason": "Telegram DM streaming never triggers versus streaming partial drops a text block are not the same defect." + }, + { + "left": "issue:62172", + "right": "issue:64293", + "accept": false, + "reason": "Discord /status reporting undefined and heartbeat running despite heartbeat:{} are both session/liveness issues, but they describe different subsystems and symptoms." + }, + { + "left": "issue:64174", + "right": "issue:67688", + "accept": false, + "reason": "Both are OpenAI/Codex auth/edge failures, but one is a 403 HTML OAuth runtime regression and the other is a Cloudflare challenge HTML response on macOS. Not enough to treat as one bug." + }, + { + "left": "issue:50888", + "right": "issue:64509", + "accept": false, + "reason": "Sub-agent announce returning an empty payload is not the same as claude-cli/backend reporting out-of-extra-usage quota errors." + }, + { + "left": "issue:65687", + "right": "issue:65890", + "accept": false, + "reason": "Discord voice conversation breakage and QMD memory collection mismatch are unrelated." + }, + { + "left": "issue:33272", + "right": "issue:53174", + "accept": false, + "reason": "Unsupported reasoning_effort on custom providers and ModelStudio /btw tool validation errors are different provider/tooling bugs." + }, + { + "left": "issue:53273", + "right": "issue:55298", + "accept": false, + "reason": "npm global install path breakage for acpx and pm2 reload not applying env changes are unrelated deployment/config issues." + }, + { + "left": "issue:63422", + "right": "issue:67938", + "accept": false, + "reason": "Sub-agent exec tool calls broken after update and channels status --probe timing out with many accounts are different performance/failure modes." + }, + { + "left": "issue:63706", + "right": "issue:66732", + "accept": false, + "reason": "Discord voice-note handling after update and Telegram reminder false note leakage are unrelated channel-specific bugs." + }, + { + "left": "issue:64959", + "right": "issue:65151", + "accept": false, + "reason": "Both involve persistent sessions, but one is zombie/relock contamination after restart and the other is orphaned cron session files not persisted to sessions.json. Different root causes." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 245, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:26895", + "issue:30341", + "issue:32095", + "issue:32638", + "issue:32841", + "issue:34358", + "issue:34527", + "issue:35796", + "issue:36832", + "issue:41342", + "issue:43305", + "issue:50253", + "issue:53137", + "issue:53169", + "issue:53426", + "issue:53493", + "issue:53542", + "issue:53559", + "issue:53592", + "issue:53803", + "issue:53862", + "issue:53928", + "issue:53956", + "issue:61005", + "issue:62875", + "issue:63877", + "issue:63999", + "issue:64048", + "issue:64174", + "issue:64287", + "issue:64419", + "issue:64665", + "issue:64852", + "issue:64959", + "issue:65009", + "issue:65334", + "issue:65426", + "issue:65516", + "issue:65519", + "issue:65705", + "issue:66091", + "issue:66527", + "issue:67081", + "issue:67423", + "issue:68018", + "issue:68299", + "issue:68513", + "issue:68605" + ], + "soft_pairs": [ + "issue:32638|issue:53956", + "issue:36832|issue:66527", + "issue:53803|issue:64287", + "issue:53493|issue:53862", + "issue:26895|issue:65705", + "issue:41342|issue:63877", + "issue:53169|issue:64419", + "issue:67081|issue:68605", + "issue:53592|issue:53928", + "issue:30341|issue:34527", + "issue:32095|issue:65334", + "issue:32841|issue:64852", + "issue:35796|issue:61005", + "issue:43305|issue:53137", + "issue:50253|issue:66091", + "issue:53426|issue:62875", + "issue:53542|issue:65516", + "issue:53559|issue:68018", + "issue:63999|issue:64048", + "issue:65519|issue:68513", + "issue:67423|issue:68299", + "issue:64959|issue:65009", + "issue:64174|issue:64665", + "issue:34358|issue:65426" + ], + "prepared_review_unit_hash": "fe838f34a5a3090f2b2c4d6e873ab856f24fc069f37521cbb0f5c9ec8c4d3515", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 35199, + "estimated_input_tokens": 8800, + "estimated_eval_tokens": 17856 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This cluster is a broad false-positive mix of unrelated bugs across Telegram, webchat, auth, packaging, and onboarding. None of the soft pairs look like the same underlying issue, so there is no safe canonical duplicate target.", + "confidence": 0.97, + "canonical_issue_reason": "No canonical issue: the items are heterogeneous and do not describe one shared bug or change.", + "canonical_pr_reason": "No PRs are present in the cluster.", + "best_issue_reason": "No single best issue: none of the issues is a reliable representative for the rest, because the cluster is not a coherent duplicate set.", + "best_pr_reason": "No PRs are present in the cluster.", + "soft_edge_verdicts": [ + { + "left": "issue:32638", + "right": "issue:53956", + "accept": false, + "reason": "Both are model-output related, but one is Groq reasoning-effort API rejection and the other is MiniMax tag parsing; different vendors and failure modes." + }, + { + "left": "issue:36832", + "right": "issue:66527", + "accept": false, + "reason": "Both affect packaging/install, but one is a broken npm symlink on Linux and the other is a missing bundled JS file; not the same defect." + }, + { + "left": "issue:53803", + "right": "issue:64287", + "accept": false, + "reason": "One reports duplicated tool results in session context, the other broken session continuity from a parentId chain; opposite symptoms and different root causes." + }, + { + "left": "issue:53493", + "right": "issue:53862", + "accept": false, + "reason": "Both involve Telegram polling, but one is a channel init stall loop and the other silent group-message drops in multi-account polling." + }, + { + "left": "issue:26895", + "right": "issue:65705", + "accept": false, + "reason": "Legacy session-key recreation after migration is unrelated to a cron/heartbeat sweep retriggering bug." + }, + { + "left": "issue:41342", + "right": "issue:63877", + "accept": false, + "reason": "TTS truncation with a custom endpoint is unrelated to firecrawl_search failing against local HTTP Firecrawl." + }, + { + "left": "issue:53169", + "right": "issue:64419", + "accept": false, + "reason": "Both are startup/upgrade problems, but one is a renamed entrypoint/service migration issue and the other is config truncation on boot." + }, + { + "left": "issue:67081", + "right": "issue:68605", + "accept": false, + "reason": "Both are webchat UI issues, but one is delayed display of sent text and the other is image persistence/vanishing; different UI paths." + }, + { + "left": "issue:53592", + "right": "issue:53928", + "accept": false, + "reason": "Both touch Bedrock/AWS auth, but one is /btw with instance-role auth mode and the other is embedded /hooks/agent credential resolution; not the same code path." + }, + { + "left": "issue:30341", + "right": "issue:34527", + "accept": false, + "reason": "Gemini fallback false rate-limit errors and TTS streaming interruptions after refresh are different components and symptoms." + }, + { + "left": "issue:32095", + "right": "issue:65334", + "accept": false, + "reason": "SQLite open crash in a memory plugin is unrelated to the CLI reporting the wrong host version." + }, + { + "left": "issue:32841", + "right": "issue:64852", + "accept": false, + "reason": "Telegram pipeline instability and Google Vertex auth regression are unrelated subsystems and failure modes." + }, + { + "left": "issue:35796", + "right": "issue:61005", + "accept": false, + "reason": "Windows node onboarding config/token problems are unrelated to Android onboarding button inactivity." + }, + { + "left": "issue:43305", + "right": "issue:53137", + "accept": false, + "reason": "The first is a concrete OpenAI Responses tool-call ID-length failure; the second has no usable bug title/details and cannot be matched confidently." + }, + { + "left": "issue:50253", + "right": "issue:66091", + "accept": false, + "reason": "IPv6 bind support and a Chinese feature request about response speed are unrelated." + }, + { + "left": "issue:53426", + "right": "issue:62875", + "accept": false, + "reason": "Plugin update failure after core update is different from a Telegram package missing src/ in a release artifact." + }, + { + "left": "issue:53542", + "right": "issue:65516", + "accept": false, + "reason": "Package metadata/UI exposure issues are different from a missing build script in the installed package." + }, + { + "left": "issue:53559", + "right": "issue:68018", + "accept": false, + "reason": "Feishu /new routing to webchat is a channel-routing bug; subagent deliveryContext falling back to DM is a session inheritance bug." + }, + { + "left": "issue:63999", + "right": "issue:64048", + "accept": false, + "reason": "Qwen tool-call XML leaking into chat is distinct from an unclear open-claw/ollama(qwen) report with no matching failure description." + }, + { + "left": "issue:65519", + "right": "issue:68513", + "accept": false, + "reason": "Sub-agent model override being ignored is unrelated to imageModel fallback for vision-less primary models." + }, + { + "left": "issue:67423", + "right": "issue:68299", + "accept": false, + "reason": "Auth router choosing the wrong apiKey and Matrix plugin ignoring a network config key are unrelated configuration bugs." + }, + { + "left": "issue:64959", + "right": "issue:65009", + "accept": false, + "reason": "A zombie/relocked persistent main session after restart is not the same as a gateway reconnecting a zombie connection and crashing." + }, + { + "left": "issue:64174", + "right": "issue:64665", + "accept": false, + "reason": "OAuth 403 regression in openai-codex is unrelated to WhatsApp outbound media being dropped." + }, + { + "left": "issue:34358", + "right": "issue:65426", + "accept": false, + "reason": "Both involve Telegram media, but one is group-reply sending/fallback behavior and the other is rejection of workspace-relative MEDIA paths; too different to merge." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 246, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:25592", + "issue:30818", + "issue:35609", + "issue:36987", + "issue:50266", + "issue:53137", + "issue:53233", + "issue:53311", + "issue:53815", + "issue:53879", + "issue:53932", + "issue:54069", + "issue:62875", + "issue:63128", + "issue:63540", + "issue:63712", + "issue:63771", + "issue:63862", + "issue:63896", + "issue:64362", + "issue:64541", + "issue:64762", + "issue:64867", + "issue:65009", + "issue:65117", + "issue:65182", + "issue:65184", + "issue:65238", + "issue:65317", + "issue:65685", + "issue:65693", + "issue:65808", + "issue:65875", + "issue:66470", + "issue:66519", + "issue:66708", + "issue:66804", + "issue:67425", + "issue:67595", + "issue:67851", + "issue:67926", + "issue:67985", + "issue:68190", + "issue:68230", + "issue:68231", + "issue:68314", + "issue:68606", + "issue:68784" + ], + "soft_pairs": [ + "issue:50266|issue:54069", + "issue:64762|issue:68606", + "issue:30818|issue:67985", + "issue:63712|issue:65875", + "issue:64867|issue:66804", + "issue:30818|issue:53815", + "issue:35609|issue:53815", + "issue:36987|issue:65693", + "issue:53311|issue:62875", + "issue:53879|issue:65117", + "issue:53932|issue:65808", + "issue:63540|issue:63896", + "issue:65685|issue:66708", + "issue:66470|issue:68606", + "issue:66519|issue:67926", + "issue:65317|issue:68784", + "issue:65009|issue:65184", + "issue:53137|issue:53233", + "issue:64362|issue:68190", + "issue:65182|issue:65238", + "issue:68230|issue:68231", + "issue:25592|issue:68190", + "issue:64541|issue:67425", + "issue:63128|issue:67595", + "issue:63771|issue:67851", + "issue:63862|issue:68314" + ], + "prepared_review_unit_hash": "ea3f060f0e2448106ff7212865f66a3f5e49d3d6956c566f6ceb3583f6ceb6e1", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 26, + "serialized_chars": 35704, + "estimated_input_tokens": 8926, + "estimated_eval_tokens": 18108 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Mostly false-positive similarity matches across unrelated issues; the only strong duplicate candidate is the voice-call plugin EADDRINUSE report pair.", + "confidence": 0.84, + "canonical_issue_reason": "issue:67851 is the clearest, broadest report of the voice-call EADDRINUSE failure; issue:63771 reads like a version-specific manifestation of the same port double-bind bug.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:67851 is the best cluster anchor because it states the recurring symptom succinctly and without version-specific framing.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:50266", + "right": "issue:54069", + "accept": false, + "reason": "Different subsystems and failure modes: Feishu reply routing vs Matrix dispatch after config hot-reload." + }, + { + "left": "issue:64762", + "right": "issue:68606", + "accept": false, + "reason": "Different bugs: multipart/FormData corruption in SSRF guard vs plugin executor argument handling." + }, + { + "left": "issue:30818", + "right": "issue:67985", + "accept": false, + "reason": "No evidence they describe the same bug; the second title is blank and unusable for duplicate confirmation." + }, + { + "left": "issue:63712", + "right": "issue:65875", + "accept": false, + "reason": "Both concern model overrides, but one is persistence precedence and the other is clearing session state on /new; not the same concrete bug." + }, + { + "left": "issue:64867", + "right": "issue:66804", + "accept": false, + "reason": "Shared timeout vocabulary only; one is failover-chain timeout handling, the other is a model-specific response timeout." + }, + { + "left": "issue:30818", + "right": "issue:53815", + "accept": false, + "reason": "Unrelated UI delivery bugs: pasted images not sent vs Web UI stops updating after gateway reconnect." + }, + { + "left": "issue:35609", + "right": "issue:53815", + "accept": false, + "reason": "Different symptoms and components: CLI status hang vs Web UI reconnect/update issue." + }, + { + "left": "issue:36987", + "right": "issue:65693", + "accept": false, + "reason": "Feishu deliveryContext formatting is unrelated to heartbeat session threadId loss." + }, + { + "left": "issue:53311", + "right": "issue:62875", + "accept": false, + "reason": "Both mention plugins, but one is crash-loop when missing install and the other is missing src/ in bundled Telegram plugin; not clearly the same bug." + }, + { + "left": "issue:53879", + "right": "issue:65117", + "accept": false, + "reason": "Both are media-send failures, but they affect different channels and likely different code paths." + }, + { + "left": "issue:53932", + "right": "issue:65808", + "accept": false, + "reason": "Slack image optimization and Telegram reaction behavior are unrelated changes." + }, + { + "left": "issue:63540", + "right": "issue:63896", + "accept": false, + "reason": "Both touch audio/voice, but one is provider compatibility and the other is media allowlist regression." + }, + { + "left": "issue:65685", + "right": "issue:66708", + "accept": false, + "reason": "Typing-indicator state and Active Memory slowdown are different behaviors." + }, + { + "left": "issue:66470", + "right": "issue:68606", + "accept": false, + "reason": "Pondering-state UI bug is not the same as plugin invocation argument corruption." + }, + { + "left": "issue:66519", + "right": "issue:67926", + "accept": false, + "reason": "Duplicate delivery on subagent completion is unrelated to Control UI raw-mode disabling." + }, + { + "left": "issue:65317", + "right": "issue:68784", + "accept": false, + "reason": "Sandbox write-helper failure is unrelated to Codex app-server approval prompt handling." + }, + { + "left": "issue:65009", + "right": "issue:65184", + "accept": false, + "reason": "Both are gateway install/runtime problems, but one is zombie reconnect crash and the other is missing unit-file install failure." + }, + { + "left": "issue:53137", + "right": "issue:53233", + "accept": false, + "reason": "Blank-titled bug vs Anthropic fallback rate-limit propagation; no shared underlying issue." + }, + { + "left": "issue:64362", + "right": "issue:68190", + "accept": false, + "reason": "Both involve tool execution timing, but one is lost main response after tool execution and the other is dropping user messages during active tools." + }, + { + "left": "issue:65182", + "right": "issue:65238", + "accept": false, + "reason": "Assistant tag stripping in Control UI and webchat placeholder spam are different presentation bugs." + }, + { + "left": "issue:68230", + "right": "issue:68231", + "accept": false, + "reason": "Persistent pruning mode and Telegram per-group overrides are unrelated features." + }, + { + "left": "issue:25592", + "right": "issue:68190", + "accept": false, + "reason": "Similar wording around tool execution, but one is leakage between tool calls and the other is dropping messages during tools; not the same bug." + }, + { + "left": "issue:64541", + "right": "issue:67425", + "accept": false, + "reason": "Slow first turn vs abandoned turns are different runner/provider problems." + }, + { + "left": "issue:63128", + "right": "issue:67595", + "accept": false, + "reason": "macOS LaunchAgent re-bootstrap failure is unrelated to token/plist leakage and empty channels behavior." + }, + { + "left": "issue:63771", + "right": "issue:67851", + "accept": true, + "reason": "Both describe the same voice-call plugin EADDRINUSE/port-binding failure; one is a version-specific report, the other a general symptom report." + }, + { + "left": "issue:63862", + "right": "issue:68314", + "accept": false, + "reason": "WSL pnpm execution bug and optional-deps broken-lockfile false error are distinct package-manager issues." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The analyst output is grounded in the packet, and the soft-edge calls are conservative. The only accepted duplicate pair, issue:63771 \u2194 issue:67851, is well-supported by the shared voice-call / EADDRINUSE / port-binding symptom in the titles. The rejections do not overstate evidence, and the blank-titled issue cases are handled cautiously." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 247, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:27804", + "issue:28222", + "issue:28423", + "issue:29670", + "issue:30844", + "issue:31175", + "issue:31246", + "issue:31442", + "issue:32892", + "issue:33043", + "issue:33316", + "issue:34449", + "issue:34990", + "issue:39446", + "issue:52945", + "issue:53169", + "issue:53285", + "issue:53517", + "issue:53705", + "issue:53749", + "issue:53781", + "issue:53849", + "issue:57256", + "issue:59205", + "issue:64292", + "issue:64465", + "issue:64670", + "issue:64732", + "issue:64765", + "issue:64799", + "issue:64814", + "issue:65000", + "issue:65225", + "issue:65341", + "issue:65499", + "issue:65760", + "issue:66074", + "issue:66131", + "issue:66203", + "issue:66523", + "issue:66915", + "issue:67606", + "issue:67681", + "issue:68113", + "issue:68305", + "issue:68466", + "issue:68513", + "issue:68578" + ], + "soft_pairs": [ + "issue:64292|issue:64765", + "issue:64814|issue:68578", + "issue:27804|issue:53781", + "issue:53285|issue:53517", + "issue:53705|issue:65499", + "issue:66131|issue:66203", + "issue:28423|issue:53169", + "issue:65000|issue:65760", + "issue:28222|issue:52945", + "issue:29670|issue:33316", + "issue:29670|issue:53849", + "issue:31246|issue:68113", + "issue:31442|issue:64799", + "issue:39446|issue:59205", + "issue:53749|issue:68305", + "issue:64670|issue:66915", + "issue:65225|issue:67681", + "issue:67606|issue:68513", + "issue:30844|issue:64465", + "issue:66074|issue:68466", + "issue:57256|issue:65341", + "issue:31175|issue:66523", + "issue:32892|issue:64732", + "issue:33043|issue:34449", + "issue:34990|issue:53169" + ], + "prepared_review_unit_hash": "1c33f32c96bce06de7d8e4696e0a20ed2e2a7bad83da397c112e9c30323d11c6", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 25, + "serialized_chars": 35122, + "estimated_input_tokens": 8781, + "estimated_eval_tokens": 17818 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Mostly unrelated issue cluster. The strongest internal representative is the macOS update/LaunchAgent migration report, but the upgrade-related soft edge to the dashboard/service-file report should stay rejected because the evidence is only symptom-level similarity, not the same concrete failure path.", + "confidence": 0.44, + "canonical_issue_reason": "issue:28423 is the best canonical issue because it is the earliest and most specific report in the migration/upgrade bucket, with a clear concrete failure mode (stale LaunchAgent entrypoint after update) and a precise remediation clue.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:28423 is the strongest representative issue in this set since it is narrowly scoped, actionable, and describes a concrete post-update migration breakage rather than a vague symptom report.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:64292", + "right": "issue:64765", + "accept": false, + "reason": "Different bugs: one is a session spawn permission failure, the other is active-memory lookup returning NONE." + }, + { + "left": "issue:64814", + "right": "issue:68578", + "accept": false, + "reason": "Unrelated: null plugin config during extension registration versus a weather-command loop error." + }, + { + "left": "issue:27804", + "right": "issue:53781", + "accept": false, + "reason": "Both involve session/tool state corruption, but the concrete failures differ enough that they are not clearly the same bug." + }, + { + "left": "issue:53285", + "right": "issue:53517", + "accept": false, + "reason": "Related dependency-install symptoms, but one is a missing WhatsApp dependency and the other is generic peer-dependency installation behavior." + }, + { + "left": "issue:53705", + "right": "issue:65499", + "accept": false, + "reason": "Completely different areas: force-delete workspace behavior versus malformed UIA response for cross-signing reset." + }, + { + "left": "issue:66131", + "right": "issue:66203", + "accept": false, + "reason": "Different code paths: startup auto-enables plugin IDs and then fails validation, versus cron tool model-ID corruption." + }, + { + "left": "issue:28423", + "right": "issue:53169", + "accept": false, + "reason": "Similar upgrade/migration symptoms, but the specifics differ: stale LaunchAgent entrypoint (entry.js -> index.js) versus dashboard upgrade/service-file migration. Not enough evidence to treat as the same underlying bug." + }, + { + "left": "issue:65000", + "right": "issue:65760", + "accept": false, + "reason": "Both mention retry/reconnect behavior, but one drops the original prompt on fallback and the other concerns durable subagent completion delivery." + }, + { + "left": "issue:28222", + "right": "issue:52945", + "accept": false, + "reason": "No evidence they are the same bug; built-in diagnostics plugin failure is unrelated to an empty/placeholder bug report." + }, + { + "left": "issue:29670", + "right": "issue:33316", + "accept": false, + "reason": "Different issues: Tailscale control UI pairing requirement versus a generic compaction failure." + }, + { + "left": "issue:29670", + "right": "issue:53849", + "accept": false, + "reason": "Unrelated: Tailscale UI pairing behavior versus an empty bug report." + }, + { + "left": "issue:31246", + "right": "issue:68113", + "accept": false, + "reason": "Both are slash-command related, but Discord interaction resolution and Mattermost 503 initialization errors are different concrete failures." + }, + { + "left": "issue:31442", + "right": "issue:64799", + "accept": false, + "reason": "Different bugs: new install version string issue versus model resolution failure on macOS." + }, + { + "left": "issue:39446", + "right": "issue:59205", + "accept": false, + "reason": "Distinct problems: cloud-storage sync causing EBUSY crashes versus authentication returning 401 after update." + }, + { + "left": "issue:53749", + "right": "issue:68305", + "accept": false, + "reason": "Message-tool schema validation issue is unrelated to a reasoning-stream warning label mismatch." + }, + { + "left": "issue:64670", + "right": "issue:66915", + "accept": false, + "reason": "Different UI/tooling failures: /btw command and ESC handling versus edit-tool whitespace mismatch error surfacing." + }, + { + "left": "issue:65225", + "right": "issue:67681", + "accept": false, + "reason": "Both touch cron sessions, but one is a stuck running state while the other is duplicate reply delivery under --no-deliver." + }, + { + "left": "issue:67606", + "right": "issue:68513", + "accept": false, + "reason": "Both concern media handling, but Telegram photo crashes due to provider format rejection is not the same as image fallback not being honored." + }, + { + "left": "issue:30844", + "right": "issue:64465", + "accept": false, + "reason": "Hard-routing OAuth/provider selection and an empty bug report are not the same issue." + }, + { + "left": "issue:66074", + "right": "issue:68466", + "accept": false, + "reason": "Different browser-related failures: strict SSRF policy rejection versus stale link-understanding import dropping messages after upgrade." + }, + { + "left": "issue:57256", + "right": "issue:65341", + "accept": false, + "reason": "Status-reporting a memory as unavailable and an empty bug report do not match." + }, + { + "left": "issue:31175", + "right": "issue:66523", + "accept": false, + "reason": "Both are Windows issues, but one is a missing exec-approvals pipe and the other is an ignored environment variable." + }, + { + "left": "issue:32892", + "right": "issue:64732", + "accept": false, + "reason": "Different plugin/config problems: provider login cannot find plugins versus synthetic command IDs missing from plugins.allow." + }, + { + "left": "issue:33043", + "right": "issue:34449", + "accept": false, + "reason": "Distinct messaging bugs: truncated Feishu TTS audio versus message processing stalling until the next user message." + }, + { + "left": "issue:34990", + "right": "issue:53169", + "accept": false, + "reason": "Incident recovery/outage report is unrelated to the entrypoint migration bug." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "The summary is mostly grounded, but the soft-edge verdict for issue:28423 \u2194 issue:53169 is too strong. In the packet, this pair is explicitly marked deterministic_accept:false, and the evidence only shows similar upgrade/migration symptoms\u2014not enough to confidently call it the same bug. Please keep that pair conservative or reject it. The rest of the non-duplicate judgments look reasonably cautious." + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 248, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:30341", + "issue:32953", + "issue:35523", + "issue:35609", + "issue:35768", + "issue:35851", + "issue:49885", + "issue:50964", + "issue:51189", + "issue:52405", + "issue:52565", + "issue:53162", + "issue:53443", + "issue:53879", + "issue:54069", + "issue:57542", + "issue:62076", + "issue:62214", + "issue:62884", + "issue:63681", + "issue:64017", + "issue:64047", + "issue:64187", + "issue:64621", + "issue:64938", + "issue:65078", + "issue:65092", + "issue:65326", + "issue:65451", + "issue:65685", + "issue:65686", + "issue:66469", + "issue:66470", + "issue:66507", + "issue:66669", + "issue:66872", + "issue:67072", + "issue:67114", + "issue:67357", + "issue:67422", + "issue:67624", + "issue:67687", + "issue:67806", + "issue:67961", + "issue:67987", + "issue:68118", + "issue:68449" + ], + "soft_pairs": [ + "issue:64017|issue:65078", + "issue:64047|issue:67687", + "issue:66669|issue:67961", + "issue:32953|issue:51189", + "issue:67422|issue:68449", + "issue:30341|issue:67806", + "issue:35768|issue:52405", + "issue:57542|issue:65326", + "issue:50964|issue:52565", + "issue:50964|issue:53443", + "issue:35851|issue:66470", + "issue:63681|issue:64938", + "issue:53879|issue:65451", + "issue:64621|issue:66507", + "issue:64187|issue:67114", + "issue:65092|issue:66469", + "issue:65686|issue:68118", + "issue:65686|issue:67357", + "issue:49885|issue:67987", + "issue:35523|issue:67072", + "issue:35609|issue:62076", + "issue:53162|issue:54069", + "issue:62214|issue:62884", + "issue:65685|issue:66872", + "issue:67114|issue:67624" + ], + "prepared_review_unit_hash": "1ae5eae9cb90ab12e97d716c43471a801db11a9ed2514f63f312a1fadeb10ac3", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 25, + "serialized_chars": 35066, + "estimated_input_tokens": 8767, + "estimated_eval_tokens": 17790 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "The cluster is mostly heterogeneous. I only see two true duplicate pairs: the memory-plugin capability-clearing reports and the WhatsApp media sendMedia wiring reports. The remaining soft pairs share a subsystem or symptom, but not the same concrete bug.", + "confidence": 0.78, + "canonical_issue_reason": "issue:66469 is the clearest root-cause report in the cluster: it names the exact capability-clearing path in resolvePluginProviders/restoreMemoryPluginState, making it the best canonical for the only strong duplicate subgroup.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:66469 is the most specific, actionable issue here and best represents the memory-plugin duplicate pair.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:64017", + "right": "issue:65078", + "accept": false, + "reason": "Different products and failures: Discord thread binding vs Telegram transcript visibility." + }, + { + "left": "issue:64047", + "right": "issue:67687", + "accept": false, + "reason": "Both are Feishu, but one is DM delivery state and the other is group mention routing; not the same bug." + }, + { + "left": "issue:66669", + "right": "issue:67961", + "accept": false, + "reason": "Both hit Control UI rendering, but attachments not showing and optimistic update/history reload are different failure modes." + }, + { + "left": "issue:32953", + "right": "issue:51189", + "accept": false, + "reason": "Feishu tag regression vs missing agent_end event; related area, different underlying issue." + }, + { + "left": "issue:67422", + "right": "issue:68449", + "accept": false, + "reason": "Webchat streaming/display bug vs dreaming-plugin stopword/filter logic; unrelated." + }, + { + "left": "issue:30341", + "right": "issue:67806", + "accept": false, + "reason": "Gemini fallback rate-limit false positive vs Control UI rendering; no shared code-path bug." + }, + { + "left": "issue:35768", + "right": "issue:52405", + "accept": false, + "reason": "Version/env-var display issue vs approval/canonical cwd error; unrelated." + }, + { + "left": "issue:57542", + "right": "issue:65326", + "accept": false, + "reason": "Both involve Google Chat auth, but app-url JWT principal rules and add-ons event/JWT format incompatibility are distinct problems." + }, + { + "left": "issue:50964", + "right": "issue:52565", + "accept": false, + "reason": "Cron list hang vs UI button listener failure; different surfaces and symptoms." + }, + { + "left": "issue:50964", + "right": "issue:53443", + "accept": false, + "reason": "Cron list/close behavior vs gateway probe on loopback; not the same bug." + }, + { + "left": "issue:35851", + "right": "issue:66470", + "accept": false, + "reason": "Browser Relay status mismatch vs TUI/webchat pondering stuck after turn finish; different code paths." + }, + { + "left": "issue:63681", + "right": "issue:64938", + "accept": false, + "reason": "Unknown memory embedding provider vs missing Codex provider catalog; unrelated provider registration bugs." + }, + { + "left": "issue:53879", + "right": "issue:65451", + "accept": false, + "reason": "Telegram filePath upload failure vs WhatsApp outbound media attachment failure; different channels and code paths." + }, + { + "left": "issue:64621", + "right": "issue:66507", + "accept": false, + "reason": "WeChat attachment routing vs cross-channel session sharing; same ecosystem, different defect." + }, + { + "left": "issue:64187", + "right": "issue:67114", + "accept": false, + "reason": "Windows sqlite EBUSY reindex swap vs status/health hang after restart; distinct bugs." + }, + { + "left": "issue:65092", + "right": "issue:66469", + "accept": true, + "reason": "Same memory-plugin capability regression: 65092 describes the symptom, 66469 names the exact capability-clearing root cause." + }, + { + "left": "issue:65686", + "right": "issue:68118", + "accept": false, + "reason": "Typing indicator timing bug vs Openrouter outage after update; unrelated." + }, + { + "left": "issue:65686", + "right": "issue:67357", + "accept": false, + "reason": "Typing indicator behavior vs Discord file sending issues; not the same underlying bug." + }, + { + "left": "issue:49885", + "right": "issue:67987", + "accept": false, + "reason": "Google Vertex credential lookup vs missing outbound bot messages in DM sessions; different failures." + }, + { + "left": "issue:35523", + "right": "issue:67072", + "accept": false, + "reason": "TUI assistant-message visibility vs webchat send-time rendering; same broad UI area, different bugs." + }, + { + "left": "issue:35609", + "right": "issue:62076", + "accept": false, + "reason": "Both are CLI hangs, but one is cron list output and the other is sessions --json on non-TTY; not the same path." + }, + { + "left": "issue:53162", + "right": "issue:54069", + "accept": false, + "reason": "WhatsApp cron delivery listener issue vs Matrix dispatch stopping after hot-reload; different channels and causes." + }, + { + "left": "issue:62214", + "right": "issue:62884", + "accept": true, + "reason": "Same WhatsApp media-send bug: both report sendMedia not being used and media falling back to text." + }, + { + "left": "issue:65685", + "right": "issue:66872", + "accept": false, + "reason": "Typing indicator clearing vs Codex provider registration/status mismatch; unrelated." + }, + { + "left": "issue:67114", + "right": "issue:67624", + "accept": false, + "reason": "Windows CLI hang after restart vs webchat/TUI hang from HTML payload; distinct failures." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The analysis is grounded in the packet and stays conservative on the soft edges. The two accepted pairs are well-supported by the issue titles/descriptions: 65092/66469 for the memory-plugin capability regression and 62214/62884 for WhatsApp media sendMedia wiring. The rest of the verdicts avoid overclaiming duplicate status." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 249, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:28222", + "issue:30350", + "issue:31633", + "issue:31689", + "issue:33358", + "issue:34111", + "issue:34513", + "issue:35023", + "issue:35522", + "issue:35796", + "issue:36142", + "issue:40941", + "issue:50976", + "issue:51036", + "issue:51794", + "issue:53384", + "issue:53443", + "issue:53705", + "issue:53849", + "issue:53871", + "issue:58760", + "issue:61211", + "issue:62819", + "issue:63110", + "issue:63923", + "issue:64549", + "issue:64621", + "issue:64762", + "issue:65076", + "issue:65559", + "issue:65603", + "issue:65674", + "issue:65862", + "issue:66732", + "issue:66785", + "issue:67151", + "issue:67422", + "issue:67673", + "issue:67834", + "issue:67852", + "issue:68120", + "issue:68183", + "issue:68211", + "issue:68221", + "issue:68536", + "issue:68605", + "issue:68784" + ], + "soft_pairs": [ + "issue:34111|issue:68605", + "issue:35023|issue:36142", + "issue:61211|issue:68183", + "issue:65603|issue:68784", + "issue:51036|issue:63923", + "issue:30350|issue:53705", + "issue:34513|issue:67422", + "issue:35522|issue:64621", + "issue:31689|issue:40941", + "issue:64549|issue:65674", + "issue:28222|issue:53849", + "issue:35796|issue:65862", + "issue:67151|issue:68536", + "issue:53443|issue:68120", + "issue:53384|issue:65559", + "issue:53871|issue:58760", + "issue:31633|issue:33358", + "issue:50976|issue:66785", + "issue:51794|issue:67852", + "issue:62819|issue:68211", + "issue:64762|issue:65076", + "issue:62819|issue:68221", + "issue:67673|issue:67834", + "issue:63110|issue:66732" + ], + "prepared_review_unit_hash": "dc050db70e1dbe90a1a96c6adfc8a34dd8866c5e8391d54f27326e17b3f66d07", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 24, + "serialized_chars": 34899, + "estimated_input_tokens": 8725, + "estimated_eval_tokens": 17706 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This set is a grab bag of largely unrelated bug reports across Discord, Telegram, WhatsApp, webchat, providers, compaction, and Docker. There isn\u2019t a real duplicate cluster here; the soft pairs are mostly superficial theme matches and should stay separate.", + "confidence": 0.93, + "canonical_issue_reason": "Issue 67151 is the cleanest, most concrete bug report in the set: a narrowly scoped Discord parsing failure with a clear symptom and likely reproduction path.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 67151 is the most actionable and well-bounded issue among the candidates, making it the best representative issue.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:34111", + "right": "issue:68605", + "accept": false, + "reason": "Both are messaging-related, but one is missing webhook POSTs in Nextcloud Talk and the other is a webchat image persistence/UI bug." + }, + { + "left": "issue:35023", + "right": "issue:36142", + "accept": false, + "reason": "Both affect agent turns, but one is a thinking-block replay bug and the other is a rate-limit/empty-response failure after tool calls." + }, + { + "left": "issue:61211", + "right": "issue:68183", + "accept": false, + "reason": "Both mention Docker, but one is a build failure in whatsapp contract surfaces and the other is a Windows sandbox runtime/API version mismatch." + }, + { + "left": "issue:65603", + "right": "issue:68784", + "accept": false, + "reason": "Different failures: Azure Foundry schema/tool rejection versus missing app approval prompts in the native Codex app-server." + }, + { + "left": "issue:51036", + "right": "issue:63923", + "accept": false, + "reason": "Both involve provider/context behavior, but one is empty payloads/usage and the other is auto-compaction trigger/summary length handling." + }, + { + "left": "issue:30350", + "right": "issue:53705", + "accept": false, + "reason": "Webchat title flicker after refresh is unrelated to an openclaw force-delete workspace corruption bug." + }, + { + "left": "issue:34513", + "right": "issue:67422", + "accept": false, + "reason": "Both are UI rendering issues, but one is TUI message rendering stopping and the other is webchat realtime streaming on new sessions." + }, + { + "left": "issue:35522", + "right": "issue:64621", + "accept": false, + "reason": "Compaction race dropping a user message is not the same underlying bug as a WeChat image attachment being merged into a heartbeat turn." + }, + { + "left": "issue:31689", + "right": "issue:40941", + "accept": false, + "reason": "Provider connection errors are different from a UI feature gap showing token/context counters." + }, + { + "left": "issue:64549", + "right": "issue:65674", + "accept": false, + "reason": "Memory watch indexing new markdown files is unrelated to self-protection for critical config files." + }, + { + "left": "issue:28222", + "right": "issue:53849", + "accept": false, + "reason": "The built-in diagnostics-otel plugin failure has no clear overlap with the empty-title issue." + }, + { + "left": "issue:35796", + "right": "issue:65862", + "accept": false, + "reason": "Both are onboarding-related, but one is Windows node/token/config handling and the other is a missing DuckDuckGo provider in the setup wizard." + }, + { + "left": "issue:67151", + "right": "issue:68536", + "accept": false, + "reason": "Both involve message/media handling, but one strips https from Discord inbound text while the other drops WhatsApp document filenames." + }, + { + "left": "issue:53443", + "right": "issue:68120", + "accept": false, + "reason": "Gateway probe failure on loopback is unrelated to OpenRouter returning empty assistant messages in chat." + }, + { + "left": "issue:53384", + "right": "issue:65559", + "accept": false, + "reason": "Both involve message transformation, but one is streaming partial dropping a text block and the other is webhook mention handling with empty mentionedUsers." + }, + { + "left": "issue:53871", + "right": "issue:58760", + "accept": false, + "reason": "Telegram upgrade config regression and Discord startup TypeError are different channel-specific failures." + }, + { + "left": "issue:31633", + "right": "issue:33358", + "accept": false, + "reason": "Both touch media paths, but one uses wrong roots for Discord handlers and the other is Telegram local media access failing in a release." + }, + { + "left": "issue:50976", + "right": "issue:66785", + "accept": false, + "reason": "Slack multi-agent streaming misrouting is unrelated to the Umbrel setup wizard scrolling issue." + }, + { + "left": "issue:51794", + "right": "issue:67852", + "accept": false, + "reason": "Secret resolution for Discord tokens and Discord message-tool schema validation are distinct bugs." + }, + { + "left": "issue:62819", + "right": "issue:68211", + "accept": false, + "reason": "Both involve QQ delivery, but one is cron announce delivery failing and the other is TTS media being written to temp instead of the required storage path." + }, + { + "left": "issue:64762", + "right": "issue:65076", + "accept": false, + "reason": "Multipart body corruption from SSRF guard is a transport bug, while the OpenAI transcript issue is provider-side/no-error handling." + }, + { + "left": "issue:62819", + "right": "issue:68221", + "accept": false, + "reason": "Cron announce delivery to QQ and manual cron execution crashing on startsWith are different failure modes." + }, + { + "left": "issue:67673", + "right": "issue:67834", + "accept": false, + "reason": "Both mention openai-codex and Cloudflare, but one is a JS challenge/proxy access problem and the other is bad provider URL/model resolution causing 403." + }, + { + "left": "issue:63110", + "right": "issue:66732", + "accept": false, + "reason": "WhatsApp audio delivery problems are unrelated to Telegram reminder confirmation text leaking after successful scheduling." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 250, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:35297", + "issue:35884", + "issue:36134", + "issue:37136", + "issue:45064", + "issue:51505", + "issue:51521", + "issue:51716", + "issue:52605", + "issue:53669", + "issue:53672", + "issue:53751", + "issue:53815", + "issue:53863", + "issue:54076", + "issue:58443", + "issue:62086", + "issue:62971", + "issue:63819", + "issue:64319", + "issue:64362", + "issue:64433", + "issue:64480", + "issue:64729", + "issue:64970", + "issue:65067", + "issue:65363", + "issue:65559", + "issue:65571", + "issue:65590", + "issue:65890", + "issue:66088", + "issue:66096", + "issue:66129", + "issue:66520", + "issue:66786", + "issue:66895", + "issue:66915", + "issue:67081", + "issue:67530", + "issue:67648", + "issue:67857", + "issue:67917", + "issue:67999", + "issue:68689", + "issue:68784", + "issue:68815" + ], + "soft_pairs": [ + "issue:65890|issue:66915", + "issue:35884|issue:65363", + "issue:36134|issue:64480", + "issue:51716|issue:67917", + "issue:53669|issue:64480", + "issue:53751|issue:65590", + "issue:53815|issue:67999", + "issue:53863|issue:67857", + "issue:54076|issue:66088", + "issue:62971|issue:64970", + "issue:64319|issue:68784", + "issue:64362|issue:67081", + "issue:66096|issue:66129", + "issue:66520|issue:67530", + "issue:66786|issue:67648", + "issue:37136|issue:58443", + "issue:51505|issue:62086", + "issue:64433|issue:64729", + "issue:35297|issue:65067", + "issue:53672|issue:65571", + "issue:52605|issue:65559", + "issue:45064|issue:68815", + "issue:51521|issue:68689", + "issue:63819|issue:66895" + ], + "prepared_review_unit_hash": "30c0dd729d03ecf9c589e193003e13344090fb585b63c4e62d44af1251669070", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 24, + "serialized_chars": 34811, + "estimated_input_tokens": 8703, + "estimated_eval_tokens": 17662 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "No duplicate cluster emerges here: the items cover unrelated bugs across UI, plugins, model routing, messaging, packaging, and auth. All soft-edge pairs are false positives; there is no safe canonical issue or PR target.", + "confidence": 0.98, + "canonical_issue_reason": "No canonical issue: the set is a grab bag of unrelated problems, so no single issue can represent the cluster.", + "canonical_pr_reason": null, + "best_issue_reason": "No global best issue: none of the issues is a clear duplicate hub or umbrella for the rest.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:65890", + "right": "issue:66915", + "accept": false, + "reason": "Different bugs: QMD memory backend fallback vs edit-tool whitespace mismatch/error surfacing." + }, + { + "left": "issue:35884", + "right": "issue:65363", + "accept": false, + "reason": "Different areas: duplicate plugin-id warning vs Gemini template ID mapping failure." + }, + { + "left": "issue:36134", + "right": "issue:64480", + "accept": false, + "reason": "Unrelated model-routing bug vs BlueBubbles delivery/send-method configuration issue." + }, + { + "left": "issue:51716", + "right": "issue:67917", + "accept": false, + "reason": "Different failures: Signal SSE fetch TypeError vs Codex OAuth/TLS fetch problems." + }, + { + "left": "issue:53669", + "right": "issue:64480", + "accept": false, + "reason": "Cron timezone offset bug is unrelated to BlueBubbles send-method delivery behavior." + }, + { + "left": "issue:53751", + "right": "issue:65590", + "accept": false, + "reason": "Google image auth-header rejection is not the same as MCP header forwarding." + }, + { + "left": "issue:53815", + "right": "issue:67999", + "accept": false, + "reason": "WhatsApp reconnect/update-loss issue differs from Control UI re-rendering new messages." + }, + { + "left": "issue:53863", + "right": "issue:67857", + "accept": false, + "reason": "Missing control-ui assets and missing lancedb native package are separate packaging issues." + }, + { + "left": "issue:54076", + "right": "issue:66088", + "accept": false, + "reason": "OAuth login loop after deletion is unrelated to Discord multi-account token validation." + }, + { + "left": "issue:62971", + "right": "issue:64970", + "accept": false, + "reason": "Tool-not-found infinite-loop behavior is different from an env var not taking effect." + }, + { + "left": "issue:64319", + "right": "issue:68784", + "accept": false, + "reason": "GitHub auth prompt issue vs native Codex app-server approval/input prompt handling are different bugs." + }, + { + "left": "issue:64362", + "right": "issue:67081", + "accept": false, + "reason": "Lost main-agent response after tool execution is not the same as delayed webchat message display." + }, + { + "left": "issue:66096", + "right": "issue:66129", + "accept": false, + "reason": "Both are missing bundled files, but they affect different artifacts and code paths." + }, + { + "left": "issue:66520", + "right": "issue:67530", + "accept": false, + "reason": "Auto-compaction never firing and a 0% context meter are unrelated symptoms." + }, + { + "left": "issue:66786", + "right": "issue:67648", + "accept": false, + "reason": "System-prompt workspace-dir handling is unrelated to SKILL.md auto-execution behavior." + }, + { + "left": "issue:37136", + "right": "issue:58443", + "accept": false, + "reason": "Telegram heartbeat bursts and duplicate inbound gateway messages are distinct messaging bugs." + }, + { + "left": "issue:51505", + "right": "issue:62086", + "accept": false, + "reason": "WebSocket thinking-stream forwarding is unrelated to CLI SIGTERM/runtime wrapper termination." + }, + { + "left": "issue:64433", + "right": "issue:64729", + "accept": false, + "reason": "Setup-runtime plugin loading failure and stale-plugin-ID error messaging are different bugs." + }, + { + "left": "issue:35297", + "right": "issue:65067", + "accept": false, + "reason": "Windows Control UI save/toggle persistence issue is not the same as onboarding failure on Windows." + }, + { + "left": "issue:53672", + "right": "issue:65571", + "accept": false, + "reason": "Control UI port issue and Linux Chrome CDP startup failure are unrelated." + }, + { + "left": "issue:52605", + "right": "issue:65559", + "accept": false, + "reason": "iMessage webhook 404 after upgrade is unrelated to allowBots mention handling on webhook messages." + }, + { + "left": "issue:45064", + "right": "issue:68815", + "accept": false, + "reason": "General comprehensive issue bundle is not the same concrete bug as the OOM/memory-leak report." + }, + { + "left": "issue:51521", + "right": "issue:68689", + "accept": false, + "reason": "Feature request for custom reasoning language is unrelated to reasoning blocks leaking to WhatsApp." + }, + { + "left": "issue:63819", + "right": "issue:66895", + "accept": false, + "reason": "Both mention persistence after failover/abort, but they concern different state machines and code paths." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 251, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:29809", + "issue:30316", + "issue:31247", + "issue:32430", + "issue:32892", + "issue:32936", + "issue:34472", + "issue:36134", + "issue:36620", + "issue:44610", + "issue:50266", + "issue:53169", + "issue:53658", + "issue:53781", + "issue:53932", + "issue:55343", + "issue:58479", + "issue:59162", + "issue:60970", + "issue:63178", + "issue:63219", + "issue:63440", + "issue:63611", + "issue:64017", + "issue:64186", + "issue:64250", + "issue:64555", + "issue:64599", + "issue:64704", + "issue:64710", + "issue:64783", + "issue:64900", + "issue:65214", + "issue:65472", + "issue:65550", + "issue:65600", + "issue:66510", + "issue:66608", + "issue:66901", + "issue:66916", + "issue:67045", + "issue:67220", + "issue:67355", + "issue:67575", + "issue:67912", + "issue:68363", + "issue:68475", + "issue:68522" + ], + "soft_pairs": [ + "issue:53169|issue:55343", + "issue:64599|issue:65550", + "issue:59162|issue:60970", + "issue:31247|issue:64900", + "issue:64555|issue:65214", + "issue:66510|issue:66901", + "issue:66608|issue:67220", + "issue:64186|issue:68522", + "issue:36134|issue:65600", + "issue:29809|issue:67355", + "issue:65472|issue:67912", + "issue:32430|issue:32936", + "issue:53781|issue:67045", + "issue:44610|issue:63440", + "issue:53932|issue:63219", + "issue:64186|issue:64710", + "issue:58479|issue:66916", + "issue:67575|issue:68363", + "issue:34472|issue:53658", + "issue:63178|issue:63611", + "issue:64017|issue:64250", + "issue:30316|issue:68475", + "issue:32892|issue:64704", + "issue:36620|issue:64783", + "issue:50266|issue:65214" + ], + "prepared_review_unit_hash": "a688c0169a141e90492abe11b8199ed21529a983abf8ef092a471cf4504dc20a", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 25, + "serialized_chars": 35463, + "estimated_input_tokens": 8866, + "estimated_eval_tokens": 17988 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "These are mostly distinct bug reports across unrelated subsystems; none of the soft pairs look like the same underlying issue or change.", + "confidence": 0.97, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": null, + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:53169", + "right": "issue:55343", + "accept": false, + "reason": "Different problems: dashboard/Gateway upgrade migration failure vs. agent conversation-history loss." + }, + { + "left": "issue:64599", + "right": "issue:65550", + "accept": false, + "reason": "Both involve memory-like concepts, but one is low-confidence light sleep output and the other is runaway dreaming session spawning." + }, + { + "left": "issue:59162", + "right": "issue:60970", + "accept": false, + "reason": "Approval-id mismatch in Telegram/mobile vs. silent session creation failure in acpx 0.4.x are unrelated." + }, + { + "left": "issue:31247", + "right": "issue:64900", + "accept": false, + "reason": "Dashboard schema/usage issues are unrelated to remote CDP profile running-state detection on WSL2/Edge." + }, + { + "left": "issue:64555", + "right": "issue:65214", + "accept": false, + "reason": "WhatsApp profile credential leakage is unrelated to a bundled ElevenLabs extension not loading." + }, + { + "left": "issue:66510", + "right": "issue:66901", + "accept": false, + "reason": "Both are UI indicator bugs, but one is reading indicator behavior during tool-first runs and the other is missing typing indicator on new conversations." + }, + { + "left": "issue:66608", + "right": "issue:67220", + "accept": false, + "reason": "Different provider paths: Z.ai vision request aborts vs. OpenAI SDK baseUrl/v1 mismatch causing 404s." + }, + { + "left": "issue:64186", + "right": "issue:68522", + "accept": false, + "reason": "Ollama local-vs-remote endpoint selection is a different failure mode from openai-codex DNS lookup failures." + }, + { + "left": "issue:36134", + "right": "issue:65600", + "accept": false, + "reason": "Subagent fallback to Anthropic for Gemini targets is distinct from a stale totalTokensFresh flag skipping compaction." + }, + { + "left": "issue:29809", + "right": "issue:67355", + "accept": false, + "reason": "Control UI origin/CORS rejection is unrelated to a generic health check pending state." + }, + { + "left": "issue:65472", + "right": "issue:67912", + "accept": false, + "reason": "Session-corpus generation timing across days is a different memory bug than dreaming overwriting daily memory files." + }, + { + "left": "issue:32430", + "right": "issue:32936", + "accept": false, + "reason": "Output-pipeline race with system messages is unrelated to LM Studio Jinja template misclassification." + }, + { + "left": "issue:53781", + "right": "issue:67045", + "accept": false, + "reason": "Gateway-crash recovery with orphaned tool_use blocks is distinct from sticky model fallback after compaction formatting errors." + }, + { + "left": "issue:44610", + "right": "issue:63440", + "accept": false, + "reason": "Session not processing after prompt-error aborted is different from running-state stuck after LLM timeout." + }, + { + "left": "issue:53932", + "right": "issue:63219", + "accept": false, + "reason": "Slack image optimization feature request is unrelated to the unrelated 'Mythos' feature issue." + }, + { + "left": "issue:64186", + "right": "issue:64710", + "accept": false, + "reason": "Both mention Ollama/OpenClaw timing, but one is wrong local CLI vs remote API selection and the other is a timeout during agent calls." + }, + { + "left": "issue:58479", + "right": "issue:66916", + "accept": false, + "reason": "Approval consumption/id regeneration in Control UI is unrelated to malformed Slack tool calls on longer requests." + }, + { + "left": "issue:67575", + "right": "issue:68363", + "accept": false, + "reason": "OpenRouter response handling failure is not the same as LM Studio heartbeat repeatedly loading the model and ending incomplete." + }, + { + "left": "issue:34472", + "right": "issue:53658", + "accept": false, + "reason": "Google API field incompatibility is broader than the specific fallback 400 plus missing thought_signature replay issue." + }, + { + "left": "issue:63178", + "right": "issue:63611", + "accept": false, + "reason": "Per-session /model override loss after compaction is not the same as Telegram model selection reverting on next message." + }, + { + "left": "issue:64017", + "right": "issue:64250", + "accept": false, + "reason": "Discord thread binding failure is a different code path from a generic context-limit reset message." + }, + { + "left": "issue:30316", + "right": "issue:68475", + "accept": false, + "reason": "Both are duplicate-message symptoms, but Telegram text/audio duplication and Discord media duplication are different channel-specific bugs." + }, + { + "left": "issue:32892", + "right": "issue:64704", + "accept": false, + "reason": "Missing provider plugins for openai-codex is unrelated to an npm/ClawHub package-not-found problem." + }, + { + "left": "issue:36620", + "right": "issue:64783", + "accept": false, + "reason": "Node test config failure is unrelated to a Feishu bot mention ReferenceError in runtime code." + }, + { + "left": "issue:50266", + "right": "issue:65214", + "accept": false, + "reason": "Feishu replies=0 on Gemini calls is a different integration failure from a bundled speech extension not loading." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 252, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:26895", + "issue:28834", + "issue:30320", + "issue:32936", + "issue:33685", + "issue:33883", + "issue:34324", + "issue:35063", + "issue:36229", + "issue:36838", + "issue:36935", + "issue:39446", + "issue:50345", + "issue:50982", + "issue:51036", + "issue:51099", + "issue:51120", + "issue:53010", + "issue:53137", + "issue:53169", + "issue:53247", + "issue:53472", + "issue:53482", + "issue:53871", + "issue:53989", + "issue:53998", + "issue:55298", + "issue:55304", + "issue:61005", + "issue:62967", + "issue:63620", + "issue:64236", + "issue:64302", + "issue:65062", + "issue:65533", + "issue:65971", + "issue:66100", + "issue:66204", + "issue:66232", + "issue:66619", + "issue:66744", + "issue:66978", + "issue:66989", + "issue:67092", + "issue:67698", + "issue:68139", + "issue:68493" + ], + "soft_pairs": [ + "issue:50982|issue:53010", + "issue:33685|issue:51099", + "issue:55298|issue:68493", + "issue:65533|issue:67698", + "issue:32936|issue:64302", + "issue:53137|issue:53169", + "issue:66204|issue:66744", + "issue:36229|issue:50345", + "issue:65971|issue:66989", + "issue:26895|issue:55304", + "issue:28834|issue:34324", + "issue:30320|issue:55304", + "issue:33883|issue:36935", + "issue:35063|issue:66619", + "issue:36838|issue:51120", + "issue:39446|issue:53247", + "issue:51036|issue:66978", + "issue:53472|issue:62967", + "issue:53871|issue:53989", + "issue:61005|issue:66100", + "issue:63620|issue:68139", + "issue:64236|issue:66232", + "issue:65062|issue:67092", + "issue:53482|issue:53998" + ], + "prepared_review_unit_hash": "49ba20588206fd7c991143441d314089642869a1f59171a602e3f5c62f3de0b0", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 24, + "serialized_chars": 34585, + "estimated_input_tokens": 8647, + "estimated_eval_tokens": 17550 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "The proposed soft links are mostly topical similarities, not true duplicates. This set spans many unrelated bugs/features, so there is no single canonical issue/PR for the cluster.", + "confidence": 0.96, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": null, + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:50982", + "right": "issue:53010", + "accept": false, + "reason": "Different requests in different channels: Telegram topic support for cron jobs vs Wechat image sending." + }, + { + "left": "issue:33685", + "right": "issue:51099", + "accept": false, + "reason": "Different failures and environments: Fedora Silverblue setup script vs missing python3 in sandbox image." + }, + { + "left": "issue:55298", + "right": "issue:68493", + "accept": false, + "reason": "One is pm2 env reload behavior; the other is Windows hot-reload crash loop from editing openclaw.json." + }, + { + "left": "issue:65533", + "right": "issue:67698", + "accept": false, + "reason": "Both involve turn handling, but one is missing reasoning in history and the other is OpenRouter incomplete turn detection; not the same bug." + }, + { + "left": "issue:32936", + "right": "issue:64302", + "accept": false, + "reason": "Different root causes: Jinja template parse/misclassification vs compaction settings being ignored." + }, + { + "left": "issue:53137", + "right": "issue:53169", + "accept": false, + "reason": "53137 lacks a clear title/body match, and 53169 is specifically a gateway entrypoint/service migration issue." + }, + { + "left": "issue:66204", + "right": "issue:66744", + "accept": false, + "reason": "BaseUrl routing bug vs provider.models type error; separate provider/config code paths." + }, + { + "left": "issue:36229", + "right": "issue:50345", + "accept": false, + "reason": "Compaction corrupting thinking signatures is distinct from Anthropic embedded-run thinking/redacted_thinking errors." + }, + { + "left": "issue:65971", + "right": "issue:66989", + "accept": false, + "reason": "macOS message-processing stall is unrelated to Slack Socket Mode receiving no inbound events." + }, + { + "left": "issue:26895", + "right": "issue:55304", + "accept": false, + "reason": "Both mention Telegram and restart/migration, but one is legacy session key recreation while the other is channel initialization failure after gateway restart." + }, + { + "left": "issue:28834", + "right": "issue:34324", + "accept": false, + "reason": "Both mention duplicates, but the causes differ: Slack message_changed retriggers AI vs WebChat replies also being delivered to Telegram." + }, + { + "left": "issue:30320", + "right": "issue:55304", + "accept": false, + "reason": "Gateway restart appears in both, but wizard auto-run overwriting config is unrelated to Telegram channel initialization failure." + }, + { + "left": "issue:33883", + "right": "issue:36935", + "accept": false, + "reason": "Different duplicate-message bugs in different products/channels: Feishu mobile display duplication vs Slack DM reply_to duplication." + }, + { + "left": "issue:35063", + "right": "issue:66619", + "accept": false, + "reason": "Grok parser crash on malformed output is unrelated to Telegram setup crashing on undefined trim." + }, + { + "left": "issue:36838", + "right": "issue:51120", + "accept": false, + "reason": "Feature request for a model catalog entry vs feature request for lazy-load skills; not the same change." + }, + { + "left": "issue:39446", + "right": "issue:53247", + "accept": false, + "reason": "Cloud-synced config file lock crash vs WhatsApp plugin missing light-runtime-api; different failure modes." + }, + { + "left": "issue:51036", + "right": "issue:66978", + "accept": false, + "reason": "Empty payloads/zero usage from provider parsing is distinct from a run-mode timeout where child work completes after the parent times out." + }, + { + "left": "issue:53472", + "right": "issue:62967", + "accept": false, + "reason": "Both are 400s, but one is GLM tools payload validation and the other is unsupported reasoning_effort on gpt-5-mini." + }, + { + "left": "issue:53871", + "right": "issue:53989", + "accept": false, + "reason": "Different regressions in different channels: Telegram config loss after upgrade vs Slack event dispatch breakage." + }, + { + "left": "issue:61005", + "right": "issue:66100", + "accept": false, + "reason": "Android onboarding button state issue is unrelated to bootstrap-token auth loop on plain LAN ws://." + }, + { + "left": "issue:63620", + "right": "issue:68139", + "accept": false, + "reason": "UI overlay blocking the Dreaming tab is unrelated to broken localized docs provider links." + }, + { + "left": "issue:64236", + "right": "issue:66232", + "accept": false, + "reason": "One is a feature request for reasoningDefault config; the other is support for a {primary,fallbacks} heartbeat.model shape." + }, + { + "left": "issue:65062", + "right": "issue:67092", + "accept": false, + "reason": "High-CPU startup/provider bugs are unrelated to malformed reasoning output leaking into assistant text." + }, + { + "left": "issue:53482", + "right": "issue:53998", + "accept": false, + "reason": "Legacy CLAWDBOT_* env handling silent failure is distinct from secrets audit falsely flagging $VAR refs as plaintext." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 253, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:15036", + "issue:29367", + "issue:31043", + "issue:32062", + "issue:34520", + "issue:34992", + "issue:35249", + "issue:35405", + "issue:36987", + "issue:37315", + "issue:51189", + "issue:51645", + "issue:53374", + "issue:53466", + "issue:53559", + "issue:53599", + "issue:53680", + "issue:53781", + "issue:53798", + "issue:53824", + "issue:53853", + "issue:53889", + "issue:53934", + "issue:53953", + "issue:54613", + "issue:55059", + "issue:63212", + "issue:64074", + "issue:64529", + "issue:64710", + "issue:64756", + "issue:64799", + "issue:64945", + "issue:64973", + "issue:64975", + "issue:65067", + "issue:65133", + "issue:65428", + "issue:65495", + "issue:65499", + "issue:65516", + "issue:65870", + "issue:65890", + "issue:66229", + "issue:66564", + "issue:67286", + "issue:67425", + "issue:68188" + ], + "soft_pairs": [ + "issue:15036|issue:51189", + "issue:63212|issue:64756", + "issue:65067|issue:66564", + "issue:53466|issue:53853", + "issue:64529|issue:66229", + "issue:65428|issue:67425", + "issue:29367|issue:34520", + "issue:36987|issue:51645", + "issue:37315|issue:53798", + "issue:53559|issue:53680", + "issue:55059|issue:64074", + "issue:53599|issue:65499", + "issue:53824|issue:67286", + "issue:64945|issue:64975", + "issue:53374|issue:64710", + "issue:53781|issue:53889", + "issue:54613|issue:68188", + "issue:64973|issue:65890", + "issue:34992|issue:65516", + "issue:35405|issue:53953", + "issue:53934|issue:65870", + "issue:65133|issue:65495", + "issue:31043|issue:32062", + "issue:35249|issue:64799" + ], + "prepared_review_unit_hash": "94badfd906343653a027bab57baa729fbf07c5fb520e32cce6374f9c6d9051c0", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 35146, + "estimated_input_tokens": 8787, + "estimated_eval_tokens": 17830 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "These are mostly unrelated bug/feature reports across different subsystems; the soft pairs share only broad surface similarity (gateway, session, browser, cron, etc.) and do not look like the same underlying defect or change. No pull requests are present.", + "confidence": 0.97, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": null, + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:15036", + "right": "issue:51189", + "accept": false, + "reason": "Different failure modes in different channels: OpenClaw Gateway crash on message processing vs Feishu agent_end event not firing." + }, + { + "left": "issue:63212", + "right": "issue:64756", + "accept": false, + "reason": "One is Matrix user verification, the other is a UI text overlap issue; no shared bug path." + }, + { + "left": "issue:65067", + "right": "issue:66564", + "accept": false, + "reason": "Windows onboarding failure and general control UI lag are unrelated symptoms and subsystems." + }, + { + "left": "issue:53466", + "right": "issue:53853", + "accept": false, + "reason": "Expired Codex credentials causing OAuth retries is unrelated to a generic 401 API key problem." + }, + { + "left": "issue:64529", + "right": "issue:66229", + "accept": false, + "reason": "Both involve media handling, but one is reply-path normalization and the other is a store size limit; different root causes." + }, + { + "left": "issue:65428", + "right": "issue:67425", + "accept": false, + "reason": "Auth epoch hashing in CLI credentials is unrelated to embedded runner liveness/replay abandonment." + }, + { + "left": "issue:29367", + "right": "issue:34520", + "accept": false, + "reason": "Default workspace inheritance and saving model/tool switches are different configuration bugs." + }, + { + "left": "issue:36987", + "right": "issue:51645", + "accept": false, + "reason": "Feishu deliveryContext formatting and voice transcription in group chats are distinct channel features." + }, + { + "left": "issue:37315", + "right": "issue:53798", + "accept": false, + "reason": "False error status for cron delivery is unrelated to missing audio duration metadata on Feishu voice messages." + }, + { + "left": "issue:53559", + "right": "issue:53680", + "accept": false, + "reason": "Feishu reply routing to webchat and ACP binding choosing the wrong agent are different routing paths." + }, + { + "left": "issue:55059", + "right": "issue:64074", + "accept": false, + "reason": "Feature requests for provider API support are not duplicates and target different providers." + }, + { + "left": "issue:53599", + "right": "issue:65499", + "accept": false, + "reason": "Chrome extension relay regression and malformed UIA response are unrelated browser vs matrix cross-signing issues." + }, + { + "left": "issue:53824", + "right": "issue:67286", + "accept": false, + "reason": "Gateway restart causing Unknown Channel is not the same as isolated cron exec-blocked silent failure." + }, + { + "left": "issue:64945", + "right": "issue:64975", + "accept": false, + "reason": "Packaging regression breaking CLI startup and missing QA scenario pack are separate release/package problems." + }, + { + "left": "issue:53374", + "right": "issue:64710", + "accept": false, + "reason": "Ollama gateway hang and Ollama agent timeout are both model-related but describe different code paths and failure points." + }, + { + "left": "issue:53781", + "right": "issue:53889", + "accept": false, + "reason": "Both mention session deadlock/tool state, but one is post-gateway-crash recovery and the other is a dangling toolCall blocking the loop; not enough to merge." + }, + { + "left": "issue:54613", + "right": "issue:68188", + "accept": false, + "reason": "WhatsApp group delivery failure and Matrix bot delivery failure are separate integrations." + }, + { + "left": "issue:64973", + "right": "issue:65890", + "accept": false, + "reason": "macOS Talk Mode token mismatch/restart differs from QMD memory backend collection mismatch; different bug causes." + }, + { + "left": "issue:34992", + "right": "issue:65516", + "accept": false, + "reason": "Missing node:sqlite runtime dependency and missing bundle-a2ui.sh packaging file are unrelated install/build failures." + }, + { + "left": "issue:35405", + "right": "issue:53953", + "accept": false, + "reason": "Chrome extension gateway nonce mismatch and msteams startup crash come from different startup/handshake failures." + }, + { + "left": "issue:53934", + "right": "issue:65870", + "accept": false, + "reason": "Web UI URL corruption and Brave Search docs URL typo are different string/URL issues." + }, + { + "left": "issue:65133", + "right": "issue:65495", + "accept": false, + "reason": "Managed Chrome CDP ready check failure is not the same as localhost SSRF policy blocking WSL2 CDP connections." + }, + { + "left": "issue:31043", + "right": "issue:32062", + "accept": false, + "reason": "Signal approve ID mismatch and delayed exec approval lifecycle are different approval-system bugs." + }, + { + "left": "issue:35249", + "right": "issue:64799", + "accept": false, + "reason": "Browser enablement after update and Volcengine model resolution errors are unrelated product areas." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 254, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:17924", + "issue:29367", + "issue:29552", + "issue:29670", + "issue:30314", + "issue:31231", + "issue:31785", + "issue:33239", + "issue:33730", + "issue:35556", + "issue:36377", + "issue:41342", + "issue:51158", + "issue:51619", + "issue:52162", + "issue:52766", + "issue:53409", + "issue:53456", + "issue:55304", + "issue:59162", + "issue:60970", + "issue:61412", + "issue:62296", + "issue:63246", + "issue:63707", + "issue:64496", + "issue:64555", + "issue:65054", + "issue:65619", + "issue:65698", + "issue:65790", + "issue:66053", + "issue:66065", + "issue:66219", + "issue:66377", + "issue:66460", + "issue:66872", + "issue:67191", + "issue:67295", + "issue:68108", + "issue:68122", + "issue:68221", + "issue:68254", + "issue:68256", + "issue:68470", + "issue:68475", + "issue:68593", + "issue:68633" + ], + "soft_pairs": [ + "issue:67295|issue:68256", + "issue:31231|issue:33239", + "issue:29552|issue:29670", + "issue:29552|issue:33730", + "issue:65698|issue:68108", + "issue:52162|issue:64555", + "issue:31785|issue:66377", + "issue:52766|issue:66219", + "issue:36377|issue:60970", + "issue:55304|issue:64496", + "issue:17924|issue:29367", + "issue:35556|issue:51619", + "issue:41342|issue:65054", + "issue:51158|issue:66460", + "issue:53409|issue:63246", + "issue:53456|issue:60970", + "issue:62296|issue:67191", + "issue:65619|issue:68254", + "issue:65790|issue:68633", + "issue:66053|issue:68475", + "issue:61412|issue:68470", + "issue:59162|issue:63707", + "issue:66872|issue:68122", + "issue:66065|issue:68593", + "issue:30314|issue:68221" + ], + "prepared_review_unit_hash": "6f5aa86bda8100fb37b8e3b5b3a298c95bbbea867fc6ede4c285c640db53632a", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 25, + "serialized_chars": 35579, + "estimated_input_tokens": 8895, + "estimated_eval_tokens": 18046 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This cluster is heterogeneous: the issues span unrelated subsystems (Feishu/Matrix/Telegram/Discord/WhatsApp, gateway/CDP, MiniMax, ACP/acpx, exec approvals, auth profiles, etc.). The soft pairs are only superficial title-similarity matches and do not describe the same underlying bug or change, so all should be rejected.", + "confidence": 0.97, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": null, + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:67295", + "right": "issue:68256", + "accept": false, + "reason": "Both mention model/provider config, but one is a per-agent models.json baseUrl bug affecting multiple providers and the other is an OpenRouter empty-response issue for non-default agents with auth-profiles.json. Different code paths and symptoms." + }, + { + "left": "issue:31231", + "right": "issue:33239", + "accept": false, + "reason": "Both are Matrix/Feishu plugin-related, but one is a Matrix plugin broken by missing dependency and duplicate plugin conflict, while the other is a Feishu plugin duplicate-loading warning from the install script. Different plugin and failure mode." + }, + { + "left": "issue:29552", + "right": "issue:29670", + "accept": false, + "reason": "Version mismatch vs Tailscale control UI pairing requirement are unrelated bugs in different areas." + }, + { + "left": "issue:29552", + "right": "issue:33730", + "accept": false, + "reason": "A version mismatch report does not match an unrelated issue with a Chinese generic title; no shared underlying defect is evident." + }, + { + "left": "issue:65698", + "right": "issue:68108", + "accept": false, + "reason": "Both involve cached/no-config resolution in browser/plugin code, but one is memory-wiki bridge artifact export state restoration and the other is remote CDP status/tabs false-negatives from ssrfPolicy resolution. Different subsystems and root causes." + }, + { + "left": "issue:52162", + "right": "issue:64555", + "accept": false, + "reason": "Remote embeddings ENOTFOUND under proxy configuration is unrelated to WhatsApp credentials leaking across profile boundaries." + }, + { + "left": "issue:31785", + "right": "issue:66377", + "accept": false, + "reason": "Feishu plugin /tmp/jiti permissions on Linux is unrelated to agent session corruption persisting after deletion." + }, + { + "left": "issue:52766", + "right": "issue:66219", + "accept": false, + "reason": "Gateway websocket timeout blocking CLI RPC is unrelated to openclaw doctor --repair re-embedding sensitive tokens in systemd service." + }, + { + "left": "issue:36377", + "right": "issue:60970", + "accept": false, + "reason": "Mem0 OSS plugin jiti/sqlite3 regression is unrelated to acpx silent session creation failure." + }, + { + "left": "issue:55304", + "right": "issue:64496", + "accept": false, + "reason": "Telegram channel initialization after gateway restart is unrelated to a blank generic bug report." + }, + { + "left": "issue:17924", + "right": "issue:29367", + "accept": false, + "reason": "Skill-path translation in sandboxed agent prompts is unrelated to default subagents inheriting the wrong workspace." + }, + { + "left": "issue:35556", + "right": "issue:51619", + "accept": false, + "reason": "Feishu message delivery failure and mitmproxy integration LLM error are different features and failure causes." + }, + { + "left": "issue:41342", + "right": "issue:65054", + "accept": false, + "reason": "TTS truncation against a custom OpenAI-compatible endpoint is unrelated to MiniMax usage polling hardcoding a CN endpoint." + }, + { + "left": "issue:51158", + "right": "issue:66460", + "accept": false, + "reason": "Both touch Matrix/cron-style routing, but one is Matrix inbound messages being dropped and the other is cron-owned exec completion events being relayed incorrectly. Not the same bug." + }, + { + "left": "issue:53409", + "right": "issue:63246", + "accept": false, + "reason": "Telegram exec approval visibility request and Discord slash command routing to first bot account are unrelated." + }, + { + "left": "issue:53456", + "right": "issue:60970", + "accept": false, + "reason": "Claude Max OAuth/API-key support issue is unrelated to acpx silent session creation failure." + }, + { + "left": "issue:62296", + "right": "issue:67191", + "accept": false, + "reason": "Dreaming cron system-event missing before_agent_reply hook is not the same as BOOT.md messages being delivered with deliver:false." + }, + { + "left": "issue:65619", + "right": "issue:68254", + "accept": false, + "reason": "macOS gateway loopback binding failure and Telegram Native Approvals pairing in Docker loopback-only deployments are different gateway/telemetry flows." + }, + { + "left": "issue:65790", + "right": "issue:68633", + "accept": false, + "reason": "Both are image-attachment related, but one says the web UI doesn\u2019t attach images at all, while the other says images are cleared before WebSocket send on connection failure. Different failure points." + }, + { + "left": "issue:66053", + "right": "issue:68475", + "accept": false, + "reason": "WhatsApp voice-note delivery and Discord duplicate file delivery from MEDIA directive are unrelated channel-specific bugs." + }, + { + "left": "issue:61412", + "right": "issue:68470", + "accept": false, + "reason": "MiniMax TTS provider registration/configuration failure is unrelated to MiniMax prompt token double-counting and premature compaction." + }, + { + "left": "issue:59162", + "right": "issue:63707", + "accept": false, + "reason": "Mobile approval IDs expiring/unknown and exec allowlist race conditions in long-running sessions are separate approval workflows with different symptoms." + }, + { + "left": "issue:66872", + "right": "issue:68122", + "accept": false, + "reason": "Codex harness status misreporting missing providers and session_status rejecting codex/gpt-5.4 after enabling codex plugin are related to Codex support, but they affect different checks and likely different config paths; not clearly the same concrete bug." + }, + { + "left": "issue:66065", + "right": "issue:68593", + "accept": false, + "reason": "Managed browser profile CDP regression and menubar app false gateway health check are different connectivity layers and not the same issue." + }, + { + "left": "issue:30314", + "right": "issue:68221", + "accept": false, + "reason": "Feishu cron announce-mode delivery and cron manual execution TypeError are different cron-path bugs." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 255, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:29809", + "issue:32499", + "issue:34324", + "issue:35063", + "issue:35181", + "issue:35428", + "issue:35851", + "issue:43637", + "issue:43767", + "issue:45482", + "issue:49890", + "issue:50547", + "issue:53455", + "issue:53463", + "issue:53584", + "issue:53815", + "issue:53857", + "issue:54060", + "issue:54073", + "issue:58479", + "issue:59257", + "issue:62819", + "issue:63128", + "issue:63862", + "issue:63992", + "issue:64529", + "issue:64552", + "issue:64757", + "issue:64978", + "issue:65305", + "issue:65312", + "issue:65317", + "issue:65676", + "issue:65950", + "issue:66082", + "issue:66624", + "issue:67051", + "issue:67088", + "issue:67097", + "issue:67220", + "issue:67286", + "issue:67301", + "issue:67441", + "issue:67469", + "issue:67907", + "issue:67912", + "issue:67987", + "issue:68804" + ], + "soft_pairs": [ + "issue:50547|issue:67987", + "issue:32499|issue:65312", + "issue:34324|issue:53455", + "issue:35428|issue:35851", + "issue:53815|issue:67301", + "issue:67441|issue:68804", + "issue:65950|issue:67088", + "issue:66624|issue:67097", + "issue:43767|issue:59257", + "issue:35063|issue:53584", + "issue:35181|issue:63862", + "issue:58479|issue:64529", + "issue:64978|issue:65305", + "issue:43637|issue:67469", + "issue:64757|issue:67912", + "issue:54073|issue:67220", + "issue:63992|issue:65317", + "issue:54060|issue:67907", + "issue:62819|issue:67286", + "issue:45482|issue:63128", + "issue:64552|issue:67051", + "issue:65676|issue:66624", + "issue:53463|issue:66082", + "issue:53857|issue:63992", + "issue:29809|issue:49890" + ], + "prepared_review_unit_hash": "3048a839655870db2d47ebee06fcfa1f4c831119143d92ef9db2ec128ab4fd0d", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 25, + "serialized_chars": 36012, + "estimated_input_tokens": 9003, + "estimated_eval_tokens": 18262 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "These items are mostly unrelated single issues across web UI, gateway/macOS launchd, cron, memory, and provider integrations. I only see one plausible duplicate pair: the macOS gateway launchd lifecycle reports.", + "confidence": 0.91, + "canonical_issue_reason": "issue:63128 is the clearest/broader macOS gateway launchd re-bootstrap failure; issue:45482 looks like a specific SIGTERM/KeepAlive symptom of the same underlying service-lifecycle bug.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:63128 best represents the duplicate cluster because it states the macOS LaunchAgent re-bootstrap problem most directly and broadly.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:50547", + "right": "issue:67987", + "accept": false, + "reason": "Both involve messaging delivery, but one is Discord onboarding reply handling and the other is DM session transcript context; different channels and failure modes." + }, + { + "left": "issue:32499", + "right": "issue:65312", + "accept": false, + "reason": "Slack slash-command manifest docs vs avatar image size docs gap are unrelated feature/documentation items." + }, + { + "left": "issue:34324", + "right": "issue:53455", + "accept": false, + "reason": "WebChat/Telegram duplicate delivery is a transport bug; the relevant-memories metadata block is a UI rendering issue." + }, + { + "left": "issue:35428", + "right": "issue:35851", + "accept": false, + "reason": "Control UI file refresh and Browser Relay status display are different subsystems with different symptoms." + }, + { + "left": "issue:53815", + "right": "issue:67301", + "accept": false, + "reason": "WhatsApp reconnect message updates and session LABEL reset after compaction/restart are separate bugs." + }, + { + "left": "issue:67441", + "right": "issue:68804", + "accept": false, + "reason": "Cron lastRunStatus false-positive and LINE channel status warning are different reporting paths and unrelated failures." + }, + { + "left": "issue:65950", + "right": "issue:67088", + "accept": false, + "reason": "Isolated cron status reporting and macOS GUI detection with SSH_* vars are unrelated." + }, + { + "left": "issue:66624", + "right": "issue:67097", + "accept": false, + "reason": "Onboarding channel trim crash and bundled plugins injecting models into models.json are different code paths." + }, + { + "left": "issue:43767", + "right": "issue:59257", + "accept": false, + "reason": "Heartbeat lightContext handling and isolated cron model override are both session-related but describe different mechanisms and bugs." + }, + { + "left": "issue:35063", + "right": "issue:53584", + "accept": false, + "reason": "web_search parser crash and macOS chat scroll jumping are unrelated." + }, + { + "left": "issue:35181", + "right": "issue:63862", + "accept": false, + "reason": "Both mention binary/runtime environment issues, but node-llama-cpp GPU fallback and pnpm-in-WSL misdetection are distinct problems." + }, + { + "left": "issue:58479", + "right": "issue:64529", + "accept": false, + "reason": "Approval consumption and reply-media path filtering are unrelated." + }, + { + "left": "issue:64978", + "right": "issue:65305", + "accept": false, + "reason": "Managed Chrome startup detection and schema validation for historyLimit are unrelated." + }, + { + "left": "issue:43637", + "right": "issue:67469", + "accept": false, + "reason": "macOS gateway launchd stop behavior and gemini reply persistence are completely different bugs." + }, + { + "left": "issue:64757", + "right": "issue:67912", + "accept": false, + "reason": "Both involve dreaming/memory files, but one is GBK/UTF-8 corruption and the other is overwriting daily memory files; different concrete failures." + }, + { + "left": "issue:54073", + "right": "issue:67220", + "accept": false, + "reason": "Model registration in models.json and OpenAI /v1 baseUrl handling are separate provider configuration issues." + }, + { + "left": "issue:63992", + "right": "issue:65317", + "accept": false, + "reason": "Session key DEFAULT_AGENT_ID hardcoding and functions.write sandbox helper detection are unrelated." + }, + { + "left": "issue:54060", + "right": "issue:67907", + "accept": false, + "reason": "Rate-limit surfacing after fallback and OpenRouter stopReason/payloads=0 are different model-response handling bugs." + }, + { + "left": "issue:62819", + "right": "issue:67286", + "accept": false, + "reason": "Both are isolated cron issues, but one is QQ delivery failure and the other is exec-blocked silent failure; not the same bug." + }, + { + "left": "issue:45482", + "right": "issue:63128", + "accept": true, + "reason": "Both describe macOS gateway/launchd lifecycle failures around bootout/restart and KeepAlive/LaunchAgent re-bootstrap; they look like the same underlying bug." + }, + { + "left": "issue:64552", + "right": "issue:67051", + "accept": false, + "reason": "API-call performance regression and WebUI config-validation error for disabling a skill are unrelated." + }, + { + "left": "issue:65676", + "right": "issue:66624", + "accept": false, + "reason": "Live session fallback loops and onboarding trim errors are different problems." + }, + { + "left": "issue:53463", + "right": "issue:66082", + "accept": false, + "reason": "Memory file overwrite during pre-compaction and memory-wiki export reporting zero artifacts are distinct memory-subsystem bugs." + }, + { + "left": "issue:53857", + "right": "issue:63992", + "accept": false, + "reason": "web_search API-key detection and session key writing are unrelated." + }, + { + "left": "issue:29809", + "right": "issue:49890", + "accept": false, + "reason": "Control UI origin rejection and an empty-titled bug report do not indicate the same issue." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet and stays conservative. The only accepted soft pair, issue:45482 \u2194 issue:63128, is plausibly the same macOS launchd/LaunchAgent lifecycle bug, with 63128 as the broader canonical issue and 45482 as a specific symptom. The other pair verdicts are appropriately negative and do not overstate similarity." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 256, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:32189", + "issue:32449", + "issue:32912", + "issue:33239", + "issue:34449", + "issue:34992", + "issue:35023", + "issue:35476", + "issue:35523", + "issue:36832", + "issue:37548", + "issue:43556", + "issue:50266", + "issue:50537", + "issue:50999", + "issue:53244", + "issue:53374", + "issue:53582", + "issue:53783", + "issue:57272", + "issue:63092", + "issue:63175", + "issue:63759", + "issue:63946", + "issue:64976", + "issue:65000", + "issue:65064", + "issue:65309", + "issue:65363", + "issue:65510", + "issue:65967", + "issue:65976", + "issue:66535", + "issue:66611", + "issue:66679", + "issue:66752", + "issue:66773", + "issue:67035", + "issue:67270", + "issue:67285", + "issue:67412", + "issue:67423", + "issue:67653", + "issue:67806", + "issue:67857", + "issue:68305", + "issue:68530", + "issue:68696" + ], + "soft_pairs": [ + "issue:37548|issue:68305", + "issue:53582|issue:64976", + "issue:66773|issue:68530", + "issue:63759|issue:66535", + "issue:63946|issue:65976", + "issue:32912|issue:66679", + "issue:65510|issue:67423", + "issue:53244|issue:67857", + "issue:67270|issue:67285", + "issue:63092|issue:65064", + "issue:32449|issue:66611", + "issue:35023|issue:43556", + "issue:35523|issue:65967", + "issue:63175|issue:67653", + "issue:65000|issue:65309", + "issue:67035|issue:67412", + "issue:32189|issue:68696", + "issue:35476|issue:53783", + "issue:50537|issue:57272", + "issue:50266|issue:65363", + "issue:50999|issue:53374", + "issue:34992|issue:66752", + "issue:33239|issue:36832", + "issue:34449|issue:67806" + ], + "prepared_review_unit_hash": "e303db197acc7c69aa138082a6bacd580a952a46eb019b289fe70e794d00e54c", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 35199, + "estimated_input_tokens": 8800, + "estimated_eval_tokens": 17856 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "All suggested pairs are only surface-similar keyword matches; they span different bugs, channels, or code paths, so none should be merged as duplicates.", + "confidence": 0.98, + "canonical_issue_reason": "No canonical issue: the cluster is heterogeneous and none of the soft pairs describe the same concrete failure mode.", + "canonical_pr_reason": null, + "best_issue_reason": "No strong global representative; the safest triage is to keep these issues separate because the apparent overlaps are mostly subsystem-level similarities.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:37548", + "right": "issue:68305", + "accept": false, + "reason": "Both mention Feishu/Lark, but one is a duplicate-plugin-id warning and the other is a misleading reasoning-stream warning; different bugs." + }, + { + "left": "issue:53582", + "right": "issue:64976", + "accept": false, + "reason": "Both touch NO_REPLY behavior, but one is an iMessage self-chat loop and the other is a cron announce delivery parsing issue." + }, + { + "left": "issue:66773", + "right": "issue:68530", + "accept": false, + "reason": "Security/token-return bug vs runaway dreaming sessions on heartbeat; unrelated failure modes." + }, + { + "left": "issue:63759", + "right": "issue:66535", + "accept": false, + "reason": "Typing-indicator latency and /compact cancelability are different UI/command behaviors, not the same bug." + }, + { + "left": "issue:63946", + "right": "issue:65976", + "accept": false, + "reason": "Both involve memory-wiki bridge artifacts, but one is cached restore/import dropping capability while the other is bridge mode deleting pages; not the same code-path problem." + }, + { + "left": "issue:32912", + "right": "issue:66679", + "accept": false, + "reason": "General task amnesia vs chat-triggered tools not executing; similar symptom family, but different channels and failure details." + }, + { + "left": "issue:65510", + "right": "issue:67423", + "accept": false, + "reason": "SecretRef/key resolution is involved in both, but one is Firecrawl apiKey handling and the other is auth routing for split provider entries." + }, + { + "left": "issue:53244", + "right": "issue:67857", + "accept": false, + "reason": "WhatsApp package contents missing vs lancedb native package missing on Intel Mac; different packages and platform issues." + }, + { + "left": "issue:67270", + "right": "issue:67285", + "accept": false, + "reason": "One is exec preflight false positives, the other is exec approval errors leaking into Telegram; different bugs." + }, + { + "left": "issue:63092", + "right": "issue:65064", + "accept": false, + "reason": "Both mention plugins/memory, but one is bridge import returning zero artifacts and the other is provider normalization re-running register() on startup." + }, + { + "left": "issue:32449", + "right": "issue:66611", + "accept": false, + "reason": "Chrome relay HMAC auth 401 is unrelated to attachOnly/CDP connection failure." + }, + { + "left": "issue:35023", + "right": "issue:43556", + "accept": false, + "reason": "Both are sub-agent runtime bugs, but one is thinking/history replay stripping and the other is sessions_spawn streamTo breakage; not one concrete bug." + }, + { + "left": "issue:35523", + "right": "issue:65967", + "accept": false, + "reason": "Both are TUI display issues, but one hides assistant messages and the other keeps the wrong model label after fallback." + }, + { + "left": "issue:63175", + "right": "issue:67653", + "accept": false, + "reason": "Ollama request timeout after 60s is not the same as Windows gateway startup delay before Discord comes online." + }, + { + "left": "issue:65000", + "right": "issue:65309", + "accept": false, + "reason": "Durable subagent completion delivery and Active Memory turn latency are different runtime paths." + }, + { + "left": "issue:67035", + "right": "issue:67412", + "accept": false, + "reason": "Windows chat UI regression with swallowed input/invisible streams is not the same as sent messages briefly flickering in Control UI." + }, + { + "left": "issue:32189", + "right": "issue:68696", + "accept": false, + "reason": "Wrong-model display in Discord is unrelated to the blank-titled placeholder issue." + }, + { + "left": "issue:35476", + "right": "issue:53783", + "accept": false, + "reason": "Model-selection UI duplication and Telegram cross-agent session visibility are different subsystems and bugs." + }, + { + "left": "issue:50537", + "right": "issue:57272", + "accept": false, + "reason": "Both involve SecretRef handling, but one crashes doctor --fix for Discord token and the other breaks status due to unresolved raw config reload." + }, + { + "left": "issue:50266", + "right": "issue:65363", + "accept": false, + "reason": "Feishu replies=0 on Gemini API calls is unrelated to Gemini CLI template-ID mapping failure." + }, + { + "left": "issue:50999", + "right": "issue:53374", + "accept": false, + "reason": "Telegram polling stall/restart loop on macOS is a different problem from Ollama primary-model gateway hangs." + }, + { + "left": "issue:34992", + "right": "issue:66752", + "accept": false, + "reason": "Node module resolution/install issues, but they affect different modules and platforms." + }, + { + "left": "issue:33239", + "right": "issue:36832", + "accept": false, + "reason": "Duplicate plugin loading warning is not the same as a broken npm symlink on Linux." + }, + { + "left": "issue:34449", + "right": "issue:67806", + "accept": false, + "reason": "Message-processing stall until next user message and control-UI sent-message rendering loss are different layers and failure modes." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 257, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:29670", + "issue:30202", + "issue:30316", + "issue:32871", + "issue:33179", + "issue:33239", + "issue:33685", + "issue:34971", + "issue:35283", + "issue:37564", + "issue:41342", + "issue:41845", + "issue:51062", + "issue:51972", + "issue:52286", + "issue:53269", + "issue:53455", + "issue:53578", + "issue:53919", + "issue:55304", + "issue:61103", + "issue:64308", + "issue:64840", + "issue:64841", + "issue:64933", + "issue:64997", + "issue:65363", + "issue:65443", + "issue:65499", + "issue:65646", + "issue:65971", + "issue:66135", + "issue:66154", + "issue:66288", + "issue:66356", + "issue:66405", + "issue:66409", + "issue:66708", + "issue:66978", + "issue:67132", + "issue:67806", + "issue:67834", + "issue:67869", + "issue:68013", + "issue:68249", + "issue:68394", + "issue:68760" + ], + "soft_pairs": [ + "issue:53578|issue:65363", + "issue:64841|issue:66708", + "issue:53919|issue:55304", + "issue:30316|issue:67132", + "issue:33179|issue:66288", + "issue:33685|issue:51062", + "issue:34971|issue:66405", + "issue:37564|issue:68013", + "issue:41342|issue:68760", + "issue:53455|issue:66154", + "issue:61103|issue:65499", + "issue:51972|issue:65443", + "issue:66978|issue:68394", + "issue:30202|issue:67806", + "issue:66356|issue:68249", + "issue:33239|issue:64933", + "issue:35283|issue:64997", + "issue:41845|issue:64308", + "issue:65971|issue:67869", + "issue:65646|issue:67834", + "issue:66135|issue:68394", + "issue:52286|issue:53269", + "issue:29670|issue:66409", + "issue:32871|issue:64840" + ], + "prepared_review_unit_hash": "69398a6d43f0a520f6d4a17f9a42747e93eaf8510d8399bb7433c34251b61af2", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 24, + "serialized_chars": 34629, + "estimated_input_tokens": 8658, + "estimated_eval_tokens": 17572 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "No true duplicate cluster emerges here: the items span many unrelated bugs, and the suggested soft pairs mostly share only broad subsystem or symptom similarity rather than the same concrete defect. I would not merge any of the soft edges.", + "confidence": 0.92, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": null, + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:53578", + "right": "issue:65363", + "accept": false, + "reason": "Different problems: Gemini CLI slow OAuth turns vs outdated template ID mapping causing communication failure." + }, + { + "left": "issue:64841", + "right": "issue:66708", + "accept": false, + "reason": "Config validation error after upgrade vs Active Memory slowdown/termination; unrelated failure modes." + }, + { + "left": "issue:53919", + "right": "issue:55304", + "accept": false, + "reason": "Both involve browser/gateway-ish workflows, but one is VPS Docker browser tasks and the other is Telegram channel init after restart; not the same bug." + }, + { + "left": "issue:30316", + "right": "issue:67132", + "accept": false, + "reason": "Both are messaging anomalies, but duplicate Telegram sends and iMessage narration leakage are different code paths and symptoms." + }, + { + "left": "issue:33179", + "right": "issue:66288", + "accept": false, + "reason": "Both mention Control UI images, but one is history reprocessing/log spam and the other is uploaded images disappearing; not the same defect." + }, + { + "left": "issue:33685", + "right": "issue:51062", + "accept": false, + "reason": "Fedora Silverblue podman setup failure is unrelated to subagent execution/output failure." + }, + { + "left": "issue:34971", + "right": "issue:66405", + "accept": false, + "reason": "A generic post-update regression report is not the same as specific multimedia/file I/O regressions." + }, + { + "left": "issue:37564", + "right": "issue:68013", + "accept": false, + "reason": "Feishu dispatch logging and a startsWith TypeError are unrelated." + }, + { + "left": "issue:41342", + "right": "issue:68760", + "accept": false, + "reason": "TTS audio truncation and cron delivery channel reset are different behaviors in different subsystems." + }, + { + "left": "issue:53455", + "right": "issue:66154", + "accept": false, + "reason": "Both leak internal-looking messages into UI, but one is a block and the other is HEARTBEAT_OK visibility; too different to treat as one bug." + }, + { + "left": "issue:61103", + "right": "issue:65499", + "accept": false, + "reason": "Control UI image upload regression is unrelated to malformed UIA response during cross-signing reset." + }, + { + "left": "issue:51972", + "right": "issue:65443", + "accept": false, + "reason": "Session routing cross-wire and Telegram direct-chat TTS delivery are different channel-routing issues." + }, + { + "left": "issue:66978", + "right": "issue:68394", + "accept": false, + "reason": "Child session timing out without completion payload is not the same as Control UI user images disappearing after assistant reply." + }, + { + "left": "issue:30202", + "right": "issue:67806", + "accept": false, + "reason": "WebChat refresh showing system entries and Control UI sent messages not rendering are different UI bugs." + }, + { + "left": "issue:66356", + "right": "issue:68249", + "accept": false, + "reason": "Discord guided setup skipping token input is unrelated to Brave plugin enabled-but-not-loaded runtime failure." + }, + { + "left": "issue:33239", + "right": "issue:64933", + "accept": false, + "reason": "Both involve plugins, but one is duplicate loading during Feishu install and the other is a false allowlist warning for auto-discovered plugins; not the same concrete bug." + }, + { + "left": "issue:35283", + "right": "issue:64997", + "accept": false, + "reason": "Telegram group session restore after restart is unrelated to appearance settings causing a session reset." + }, + { + "left": "issue:41845", + "right": "issue:64308", + "accept": false, + "reason": "macOS gateway LaunchAgent restart failure is unrelated to claude-cli billing error handling." + }, + { + "left": "issue:65971", + "right": "issue:67869", + "accept": false, + "reason": "Both are performance/stall reports, but one is macOS gateway stalling over time and the other is plugin discovery blocking on Windows." + }, + { + "left": "issue:65646", + "right": "issue:67834", + "accept": false, + "reason": "Silent model drift from fallback pollution is unrelated to openai-codex resolving /v1 incorrectly and returning 403." + }, + { + "left": "issue:66135", + "right": "issue:68394", + "accept": false, + "reason": "Background exec/cron/truncated print issues are unrelated to Control UI image disappearance." + }, + { + "left": "issue:52286", + "right": "issue:53269", + "accept": false, + "reason": "Telegram topic file routing and Discord components v2 media-dropping are different channel-specific media handling bugs." + }, + { + "left": "issue:29670", + "right": "issue:66409", + "accept": false, + "reason": "Tailscale serve pairing behavior is unrelated to the Chinese report about web UI slowness and excessive output." + }, + { + "left": "issue:32871", + "right": "issue:64840", + "accept": false, + "reason": "API format error in routellm/gpt-5 is not the same as missing fallback on model_not_supported HTTP 400." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 258, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:30308", + "issue:31412", + "issue:33049", + "issue:33940", + "issue:35389", + "issue:36263", + "issue:36634", + "issue:37322", + "issue:39446", + "issue:46002", + "issue:53480", + "issue:53591", + "issue:53876", + "issue:53935", + "issue:58140", + "issue:62446", + "issue:63484", + "issue:63677", + "issue:64287", + "issue:64293", + "issue:64385", + "issue:64581", + "issue:64762", + "issue:64794", + "issue:64831", + "issue:64931", + "issue:65236", + "issue:65434", + "issue:65564", + "issue:65890", + "issue:66299", + "issue:66514", + "issue:67107", + "issue:67214", + "issue:67610", + "issue:67683", + "issue:67797", + "issue:67984", + "issue:68057", + "issue:68101", + "issue:68230", + "issue:68232", + "issue:68281", + "issue:68452", + "issue:68536", + "issue:68623", + "issue:68643" + ], + "soft_pairs": [ + "issue:36634|issue:53876", + "issue:64581|issue:67610", + "issue:31412|issue:67107", + "issue:36263|issue:64794", + "issue:64287|issue:65890", + "issue:33049|issue:35389", + "issue:39446|issue:63484", + "issue:53480|issue:67797", + "issue:64293|issue:65564", + "issue:46002|issue:68536", + "issue:68281|issue:68452", + "issue:66299|issue:68101", + "issue:30308|issue:53935", + "issue:33940|issue:67683", + "issue:37322|issue:53591", + "issue:58140|issue:64385", + "issue:64831|issue:67214", + "issue:64931|issue:68057", + "issue:65236|issue:68643", + "issue:63677|issue:64762", + "issue:65434|issue:66514", + "issue:62446|issue:67984", + "issue:64831|issue:68623", + "issue:68230|issue:68232" + ], + "prepared_review_unit_hash": "52ef06e91f627d261c25bc9e574370586745786dde103d183e1003472a9b3cae", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 24, + "serialized_chars": 34718, + "estimated_input_tokens": 8680, + "estimated_eval_tokens": 17616 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "The soft pairs are mostly false positives: they share broad keywords (cron, Feishu, heartbeat, browser, install, etc.) but describe different concrete failures and code paths. No PRs are present. If a single issue must represent the set, the cron aggregate report is the strongest standalone bug report, but the items do not form one real duplicate cluster.", + "confidence": 0.97, + "canonical_issue_reason": "issue:64831 is the most complete, high-signal standalone report in the set, with clear symptoms and scope; it is the best representative if one issue must be chosen, though the overall items are not one duplicate cluster.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:64831 has the clearest actionable bug description and the broadest symptom coverage among the issues, making it the strongest issue to keep as the representative report.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:36634", + "right": "issue:53876", + "accept": false, + "reason": "Different products and failure modes: agents_list returns only one agent, while Telegram config is lost after upgrade." + }, + { + "left": "issue:64581", + "right": "issue:67610", + "accept": false, + "reason": "Both touch sandbox/plugin startup, but one is wrong workspace prompt injection and the other is a factory lookup failure after plugin registration." + }, + { + "left": "issue:31412", + "right": "issue:67107", + "accept": false, + "reason": "issue:67107 has no usable title/body signal here; nothing shows the same cron-job UI defect." + }, + { + "left": "issue:36263", + "right": "issue:64794", + "accept": false, + "reason": "Cron.update payload persistence and MiniMax OAuth configPatch are unrelated configuration bugs." + }, + { + "left": "issue:64287", + "right": "issue:65890", + "accept": false, + "reason": "One is transcript parentId chain loss; the other is memory search collection-name mismatch." + }, + { + "left": "issue:33049", + "right": "issue:35389", + "accept": false, + "reason": "Both involve ACP sessions, but one is missing deliveryContext routing and the other is a silent permission/session execution failure." + }, + { + "left": "issue:39446", + "right": "issue:63484", + "accept": false, + "reason": "Cloud-sync EBUSY crashes are unrelated to heartbeat/tool-error side effects and Feishu silence." + }, + { + "left": "issue:53480", + "right": "issue:67797", + "accept": false, + "reason": "Both concern reasoning/tool-calling metadata, but the model families and specific bug paths differ." + }, + { + "left": "issue:64293", + "right": "issue:65564", + "accept": false, + "reason": "Heartbeat misfires due to config parsing vs. isolatedSession rotating IDs but reusing the old transcript file." + }, + { + "left": "issue:46002", + "right": "issue:68536", + "accept": false, + "reason": "Feishu streaming text delivery and WhatsApp reply-media filename preservation are different channel-specific bugs." + }, + { + "left": "issue:68281", + "right": "issue:68452", + "accept": false, + "reason": "One is stopReason/error handling for model turns; the other is cron-turn NO_REPLY classification on empty assistant output." + }, + { + "left": "issue:66299", + "right": "issue:68101", + "accept": false, + "reason": "ACP target-session resolution fallback and workflow-path parsing are unrelated resolution/fallback issues." + }, + { + "left": "issue:30308", + "right": "issue:53935", + "accept": false, + "reason": "The second issue has no descriptive content; no evidence of the same Feishu formatting bug." + }, + { + "left": "issue:33940", + "right": "issue:67683", + "accept": false, + "reason": "Manual cron execution shifting timing is unrelated to stopping a task and preventing Notion reformatting loops." + }, + { + "left": "issue:37322", + "right": "issue:53591", + "accept": false, + "reason": "A 404 run error in tui/web is not the same as empty tool-call args from missing moonshot-thinking compat." + }, + { + "left": "issue:58140", + "right": "issue:64385", + "accept": false, + "reason": "Windows Defender registry/batch-file warnings and config truncation are different installation/storage problems." + }, + { + "left": "issue:64831", + "right": "issue:67214", + "accept": false, + "reason": "Both mention cron jobs, but one is a multi-symptom runtime inconsistency report and the other is an update-induced collapse report without proof of the same root cause." + }, + { + "left": "issue:64931", + "right": "issue:68057", + "accept": false, + "reason": "LaunchAgent plist environment-variable loss and Telegram custom command loss on restart are separate persistence/regeneration bugs." + }, + { + "left": "issue:65236", + "right": "issue:68643", + "accept": false, + "reason": "MiniMax portal hitting /responses instead of /v1/messages is a provider-specific endpoint bug, not an OpenRouter base-URL bug." + }, + { + "left": "issue:63677", + "right": "issue:64762", + "accept": false, + "reason": "Both involve audio transcription, but one bypasses STT for voice notes while the other corrupts multipart bodies via SSRF guard DNS dispatching." + }, + { + "left": "issue:65434", + "right": "issue:66514", + "accept": false, + "reason": "One is a false negative on attachOnly CDP health, the other is a healthy service masking a dead browser path and recovery failure on macOS." + }, + { + "left": "issue:62446", + "right": "issue:67984", + "accept": false, + "reason": "Missing @buape/carbon is a specific module-resolution failure; npm install failing in a later version is a broader install regression." + }, + { + "left": "issue:64831", + "right": "issue:68623", + "accept": false, + "reason": "Cron execution instability and MCP subprocess cleanup after isolated agent sessions are unrelated lifecycle bugs." + }, + { + "left": "issue:68230", + "right": "issue:68232", + "accept": false, + "reason": "A new persistent context-pruning feature is not the same as config edits hot-restarting Telegram and destroying in-memory context." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 259, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:28077", + "issue:30308", + "issue:31275", + "issue:32400", + "issue:32812", + "issue:35405", + "issue:35632", + "issue:35796", + "issue:35851", + "issue:36987", + "issue:37430", + "issue:40941", + "issue:44467", + "issue:44496", + "issue:51658", + "issue:52397", + "issue:53235", + "issue:53285", + "issue:53640", + "issue:53721", + "issue:53786", + "issue:53857", + "issue:53925", + "issue:62568", + "issue:62819", + "issue:63101", + "issue:63349", + "issue:63937", + "issue:64707", + "issue:64724", + "issue:65394", + "issue:65431", + "issue:65500", + "issue:65849", + "issue:65971", + "issue:66151", + "issue:66598", + "issue:66979", + "issue:67097", + "issue:67152", + "issue:67162", + "issue:67436", + "issue:67626", + "issue:67927", + "issue:68237", + "issue:68743", + "issue:68766", + "issue:68810" + ], + "soft_pairs": [ + "issue:35405|issue:67927", + "issue:63937|issue:68237", + "issue:30308|issue:67162", + "issue:63349|issue:64724", + "issue:66151|issue:67152", + "issue:65971|issue:68743", + "issue:31275|issue:52397", + "issue:32812|issue:53786", + "issue:37430|issue:44467", + "issue:53285|issue:62568", + "issue:53640|issue:65394", + "issue:53721|issue:53857", + "issue:40941|issue:65500", + "issue:28077|issue:67626", + "issue:32400|issue:68766", + "issue:35632|issue:36987", + "issue:35851|issue:53925", + "issue:44496|issue:65431", + "issue:51658|issue:66979", + "issue:53235|issue:66598", + "issue:62819|issue:65849", + "issue:63101|issue:64707", + "issue:67097|issue:67436", + "issue:35796|issue:68810" + ], + "prepared_review_unit_hash": "ee061d3f9f83c0010424a38fd8bfb2e430a0f396cf934eede47d5969c22d3a13", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 34755, + "estimated_input_tokens": 8689, + "estimated_eval_tokens": 17634 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Mostly heterogeneous bug reports with no strong duplicate cluster; only two soft pairs look like true duplicates around Telegram voice transcription and Slack SecretRef resolution.", + "confidence": 0.78, + "canonical_issue_reason": "issue:63937 is the strongest representative bug report: it is detailed, closed, and describes a concrete SecretRef resolution regression with clear blast radius in the Slack/plugin runtime path.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:63937 has the clearest root-cause framing and highest triage value among the issues, making it the best anchor for this cluster.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:35405", + "right": "issue:67927", + "accept": false, + "reason": "Different products and failures: Chrome extension gateway nonce mismatch vs image upload bug." + }, + { + "left": "issue:63937", + "right": "issue:68237", + "accept": true, + "reason": "Both describe the same SecretRef-resolution regression in Slack/plugin runtime, with secrets being resolved too early or left unresolved." + }, + { + "left": "issue:30308", + "right": "issue:67162", + "accept": false, + "reason": "Both are generic bug reports, but the described symptoms and subsystems are not the same." + }, + { + "left": "issue:63349", + "right": "issue:64724", + "accept": true, + "reason": "Both report Telegram voice messages not being transcribed/understood, i.e. the same audio handling failure path." + }, + { + "left": "issue:66151", + "right": "issue:67152", + "accept": false, + "reason": "Related to subagent/runtime lifecycle, but one is a missing module error and the other is request-scoped runtime misuse; not clearly the same bug." + }, + { + "left": "issue:65971", + "right": "issue:68743", + "accept": false, + "reason": "Different failures: macOS gateway stalls vs a dreaming cron timeout." + }, + { + "left": "issue:31275", + "right": "issue:52397", + "accept": false, + "reason": "No concrete overlap beyond being bug reports; insufficient evidence of the same underlying defect." + }, + { + "left": "issue:32812", + "right": "issue:53786", + "accept": false, + "reason": "Different UI/integration problems: dashboard save button vs real-time status desync." + }, + { + "left": "issue:37430", + "right": "issue:44467", + "accept": false, + "reason": "Both involve message tooling, but one is a retry notification bug and the other is duplicate delivery-mirror replies." + }, + { + "left": "issue:53285", + "right": "issue:62568", + "accept": false, + "reason": "Different missing dependencies in different packages; not the same code-path problem." + }, + { + "left": "issue:53640", + "right": "issue:65394", + "accept": false, + "reason": "Different model/provider failures: API key invalid on macOS vs transcription returning no transcript." + }, + { + "left": "issue:53721", + "right": "issue:53857", + "accept": false, + "reason": "Telegram gateway restart failure vs web_search API key configuration issue; unrelated." + }, + { + "left": "issue:40941", + "right": "issue:65500", + "accept": false, + "reason": "One is missing context/token telemetry, the other is models not appearing in /models." + }, + { + "left": "issue:28077", + "right": "issue:67626", + "accept": false, + "reason": "No meaningful overlap; generic installation error vs unrelated update complaint." + }, + { + "left": "issue:32400", + "right": "issue:68743", + "accept": false, + "reason": "Different timeouts/hangs in different flows; not the same bug." + }, + { + "left": "issue:35632", + "right": "issue:36987", + "accept": false, + "reason": "Both concern replies, but Telegram deleted-message tagging and Feishu reply target formatting are different issues." + }, + { + "left": "issue:35851", + "right": "issue:53925", + "accept": false, + "reason": "Browser Relay attach state bug vs a /btw model-specific failure; unrelated." + }, + { + "left": "issue:44496", + "right": "issue:65431", + "accept": false, + "reason": "Both are image-related, but one is LM Studio model recognition and the other is image-capability gating in config." + }, + { + "left": "issue:51658", + "right": "issue:66979", + "accept": false, + "reason": "Feature requests for unrelated capabilities: Brave Search baseUrl vs sandbox limit." + }, + { + "left": "issue:53235", + "right": "issue:66598", + "accept": false, + "reason": "Both are webchat display issues, but one is missing agent rendering and the other is flicker after send; not enough to merge." + }, + { + "left": "issue:62819", + "right": "issue:65849", + "accept": false, + "reason": "Different channel/tool send failures: QQ cron delivery vs Discord message tool behavior." + }, + { + "left": "issue:63101", + "right": "issue:64707", + "accept": false, + "reason": "Both mention Feishu, but one is config validation after upgrade and the other is default-account creation on restart." + }, + { + "left": "issue:67097", + "right": "issue:67436", + "accept": false, + "reason": "Manifest/lifecycle issues, but one is plugin model injection and the other is a gateway hot-reload loop corrupting the DB." + }, + { + "left": "issue:35796", + "right": "issue:68810", + "accept": false, + "reason": "Different Windows gateway/onboarding failures; no concrete shared defect." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet and stays conservative overall. The two accepted soft pairs are well supported by the issue titles/descriptions, and the rejected pairs are framed narrowly enough to avoid overclaiming duplicates. Canonical issue selection is also reasonable given the SecretRef regression detail and closed status." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 260, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:26624", + "issue:30314", + "issue:31260", + "issue:31442", + "issue:32739", + "issue:32892", + "issue:33082", + "issue:34373", + "issue:34513", + "issue:35219", + "issue:48479", + "issue:52433", + "issue:53135", + "issue:53466", + "issue:53831", + "issue:53871", + "issue:53954", + "issue:56957", + "issue:61137", + "issue:62158", + "issue:62272", + "issue:62875", + "issue:62978", + "issue:63366", + "issue:63811", + "issue:63974", + "issue:64381", + "issue:64577", + "issue:65107", + "issue:65214", + "issue:65379", + "issue:65428", + "issue:65695", + "issue:65721", + "issue:65921", + "issue:66699", + "issue:66752", + "issue:67107", + "issue:67199", + "issue:67216", + "issue:67436", + "issue:67473", + "issue:67716", + "issue:67901", + "issue:68540", + "issue:68603", + "issue:68797", + "issue:68851" + ], + "soft_pairs": [ + "issue:63811|issue:66699", + "issue:65379|issue:65695", + "issue:61137|issue:66752", + "issue:65107|issue:67216", + "issue:53831|issue:62272", + "issue:52433|issue:53871", + "issue:65214|issue:65921", + "issue:26624|issue:53954", + "issue:30314|issue:32739", + "issue:32892|issue:67901", + "issue:34373|issue:68851", + "issue:34513|issue:53135", + "issue:65721|issue:67436", + "issue:33082|issue:68603", + "issue:64381|issue:67473", + "issue:53466|issue:65428", + "issue:56957|issue:63366", + "issue:63974|issue:67716", + "issue:31260|issue:64577", + "issue:68540|issue:68797", + "issue:48479|issue:67199", + "issue:31442|issue:67107", + "issue:35219|issue:62158", + "issue:62875|issue:62978" + ], + "prepared_review_unit_hash": "023381b9821f78d93f762e965461a9c7ed5c0949c4188c7c6dce6c1c0b58386d", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 35291, + "estimated_input_tokens": 8823, + "estimated_eval_tokens": 17902 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This cluster is heterogeneous: the soft pairs mostly share broad vocabulary or subsystem names, but they describe different concrete bugs. I would not merge any of the candidate edges.", + "confidence": 0.94, + "canonical_issue_reason": "No true canonical duplicate set is evident; if one representative issue must be picked, issue 62978 is the clearest standalone regression because it states the install scope, the Telegram plugin-loading failure, and the restart-loop symptom explicitly.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 62978 is the strongest single bug report in this set: it is concrete, user-visible, and ties the failure to a specific release path with severe impact.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:63811", + "right": "issue:66699", + "accept": false, + "reason": "Both are Telegram-related, but one is a restart loop and the other is a command-payload limit bug; different failures." + }, + { + "left": "issue:65379", + "right": "issue:65695", + "accept": false, + "reason": "Both involve browser/CDP connectivity, but the root causes differ: proxy-agent reachability vs child Chrome not reachable after start." + }, + { + "left": "issue:61137", + "right": "issue:66752", + "accept": false, + "reason": "One is an intermittent JSON parse error on arm64; the other is a missing module on ARM64 global install." + }, + { + "left": "issue:65107", + "right": "issue:67216", + "accept": false, + "reason": "Both mention SSRF, but they block different features for different reasons and are not the same code-path bug." + }, + { + "left": "issue:53831", + "right": "issue:62272", + "accept": false, + "reason": "Windows startup failure for Discord channel vs update-time missing module error; unrelated symptoms and fixes." + }, + { + "left": "issue:52433", + "right": "issue:53871", + "accept": false, + "reason": "One is a plugin version rollback problem; the other is Telegram config being lost after upgrade." + }, + { + "left": "issue:65214", + "right": "issue:65921", + "accept": false, + "reason": "Both concern plugin loading after update, but one is a bundled extension never loading and the other is a wrong-path launcher resolution." + }, + { + "left": "issue:26624", + "right": "issue:53954", + "accept": false, + "reason": "Both are false-positive mismatch warnings, but they compare different things: service/config tokens vs plugin IDs." + }, + { + "left": "issue:30314", + "right": "issue:32739", + "accept": false, + "reason": "Feishu message delivery failure and Slack provider restart loop are different channel-specific issues." + }, + { + "left": "issue:32892", + "right": "issue:67901", + "accept": false, + "reason": "Both touch plugin discovery/allowing, but one is auth failing to find providers and the other is a CLI command blocked by allow rules." + }, + { + "left": "issue:34373", + "right": "issue:68851", + "accept": false, + "reason": "Telegram DM delivery inconsistency vs webchat image upload failure; different UI/path and failure mode." + }, + { + "left": "issue:34513", + "right": "issue:53135", + "accept": false, + "reason": "TUI rendering stalls after a few messages, while the other is missing Control UI assets at startup." + }, + { + "left": "issue:65721", + "right": "issue:67436", + "accept": false, + "reason": "Configuration self-destruction and hot-reload manifest corruption are distinct lifecycle bugs." + }, + { + "left": "issue:33082", + "right": "issue:68603", + "accept": false, + "reason": "One drops TTS media in cron delivery; the other duplicates voice memos when audioAsVoice is enabled." + }, + { + "left": "issue:64381", + "right": "issue:67473", + "accept": false, + "reason": "Gateway startup exclusion of memory-kind plugins vs auto-compaction never firing; different subsystems." + }, + { + "left": "issue:53466", + "right": "issue:65428", + "accept": false, + "reason": "Credential overwrite/OAuth failure and resolveCliAuthEpoch hashing behavior are related only at a high level, not the same bug." + }, + { + "left": "issue:56957", + "right": "issue:63366", + "accept": false, + "reason": "Both are WhatsApp policy regressions, but group allowlist behavior and DM pairing-code leakage are separate bugs." + }, + { + "left": "issue:63974", + "right": "issue:67716", + "accept": false, + "reason": "One is Discord reply reliability during active waits; the other is deferred compaction debt stranded during bootstrap/reconcile." + }, + { + "left": "issue:31260", + "right": "issue:64577", + "accept": false, + "reason": "Discord offline status and Slack slash-command blocking are unrelated channel behaviors." + }, + { + "left": "issue:68540", + "right": "issue:68797", + "accept": false, + "reason": "Feishu image upload bug vs a subagent context leakage report; no shared underlying defect." + }, + { + "left": "issue:48479", + "right": "issue:67199", + "accept": false, + "reason": "Google Vertex auth mode regression and thinkingDefault propagation to embedded runner are different execution paths." + }, + { + "left": "issue:31442", + "right": "issue:67107", + "accept": false, + "reason": "The first reports a wrong installed version; the second has no usable title/content to tie it to any duplicate." + }, + { + "left": "issue:35219", + "right": "issue:62158", + "accept": false, + "reason": "Both are schema validation complaints, but they target different plugins and config keys." + }, + { + "left": "issue:62875", + "right": "issue:62978", + "accept": false, + "reason": "Both mention Telegram plugin loading after update, but one is a missing bundled src directory and the other is a global-install restart loop; not the same concrete bug." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 261, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:31275", + "issue:32678", + "issue:33049", + "issue:33086", + "issue:33527", + "issue:34749", + "issue:34961", + "issue:35297", + "issue:35598", + "issue:35975", + "issue:43419", + "issue:51244", + "issue:51468", + "issue:53168", + "issue:53599", + "issue:58479", + "issue:61880", + "issue:62086", + "issue:62819", + "issue:63516", + "issue:63561", + "issue:63566", + "issue:64378", + "issue:64699", + "issue:64729", + "issue:64741", + "issue:65521", + "issue:65565", + "issue:65582", + "issue:65687", + "issue:65810", + "issue:65997", + "issue:66050", + "issue:66290", + "issue:66356", + "issue:66389", + "issue:66424", + "issue:66588", + "issue:66915", + "issue:67116", + "issue:67416", + "issue:67473", + "issue:67575", + "issue:67724", + "issue:67851", + "issue:67972", + "issue:67985", + "issue:68743" + ], + "soft_pairs": [ + "issue:64729|issue:65997", + "issue:65582|issue:66290", + "issue:67575|issue:67724", + "issue:35975|issue:53599", + "issue:31275|issue:67985", + "issue:32678|issue:64378", + "issue:58479|issue:61880", + "issue:64699|issue:66915", + "issue:67416|issue:67851", + "issue:33049|issue:35598", + "issue:51468|issue:63566", + "issue:66050|issue:68743", + "issue:66389|issue:67473", + "issue:63561|issue:66356", + "issue:33086|issue:34749", + "issue:33527|issue:35297", + "issue:64741|issue:67116", + "issue:65521|issue:66588", + "issue:65565|issue:65687", + "issue:65810|issue:66424", + "issue:34961|issue:63516", + "issue:43419|issue:67972", + "issue:51244|issue:62819", + "issue:53168|issue:62086" + ], + "prepared_review_unit_hash": "d34c4e77b876268c78f90edb0c36673336fda1e7a7418afd6f80081ddb20920e", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 35582, + "estimated_input_tokens": 8896, + "estimated_eval_tokens": 18048 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This cluster is noisy: the soft-similarity pairs are mostly unrelated bugs that only share a broad subsystem or symptom class. I would not dedupe any of them.", + "confidence": 0.97, + "canonical_issue_reason": "No clear canonical issue: the items span unrelated Feishu, Discord, browser, CLI, install, and runtime failures, so there is no single underlying bug represented by the cluster.", + "canonical_pr_reason": null, + "best_issue_reason": "No global best issue: none of the issues clearly subsumes the others or appears to be the shared root cause for the cluster.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:64729", + "right": "issue:65997", + "accept": false, + "reason": "Both involve plugins/allowlists, but one is about stale plugin IDs in cron listing and the other is CLI gating for help/plugin; different failure modes." + }, + { + "left": "issue:65582", + "right": "issue:66290", + "accept": false, + "reason": "Unrelated bugs: macOS mkdir path error versus Docker gateway bundle recursion/stack overflow." + }, + { + "left": "issue:67575", + "right": "issue:67724", + "accept": false, + "reason": "Different paths: OpenRouter response handling versus interactiveReplies click dispatch/session wake-up." + }, + { + "left": "issue:35975", + "right": "issue:53599", + "accept": false, + "reason": "Both mention browser/relay, but one is third-party API relay thinking-mode behavior and the other is removal of a browser relay feature; not the same bug." + }, + { + "left": "issue:31275", + "right": "issue:67985", + "accept": false, + "reason": "No evidence of the same issue; the second item has no usable title and nothing ties it to Feishu session-memory hooks." + }, + { + "left": "issue:32678", + "right": "issue:64378", + "accept": false, + "reason": "Different integrations and defects: Feishu routing config versus Slack cwd/workspace selection." + }, + { + "left": "issue:58479", + "right": "issue:61880", + "accept": false, + "reason": "Approval consumption bug is unrelated to the video-generate media size limit." + }, + { + "left": "issue:64699", + "right": "issue:66915", + "accept": false, + "reason": "Session-key label injection and edit-tool whitespace mismatch are separate code paths and symptoms." + }, + { + "left": "issue:67416", + "right": "issue:67851", + "accept": false, + "reason": "Windows gateway restart failure is not the same as voice-call plugin port conflicts during tool invocation." + }, + { + "left": "issue:33049", + "right": "issue:35598", + "accept": false, + "reason": "Both concern threaded delivery, but they target different adapters and fields (Telegram deliveryContext.to vs Feishu threadId)." + }, + { + "left": "issue:51468", + "right": "issue:63566", + "accept": false, + "reason": "ACP runtime versioning/update issue is unrelated to Windows CLI SIGKILL regression." + }, + { + "left": "issue:66050", + "right": "issue:68743", + "accept": false, + "reason": "Managed browser CDP connectivity and long-running cron timeout are different failures." + }, + { + "left": "issue:66389", + "right": "issue:67473", + "accept": false, + "reason": "Embedded runtime process spawning/cache regression is not the same as auto-compaction never firing." + }, + { + "left": "issue:63561", + "right": "issue:66356", + "accept": false, + "reason": "Systemd detection/install status bug is unrelated to Discord setup wizard behavior." + }, + { + "left": "issue:33086", + "right": "issue:34749", + "accept": false, + "reason": "Both mention SSRF guards, but they block different resources in different integrations and contexts." + }, + { + "left": "issue:33527", + "right": "issue:35297", + "accept": false, + "reason": "Prompt/tool schema reporting bug and UI toggle persistence are separate issues." + }, + { + "left": "issue:64741", + "right": "issue:67116", + "accept": false, + "reason": "Web update availability and log timestamp default are unrelated features." + }, + { + "left": "issue:65521", + "right": "issue:66588", + "accept": false, + "reason": "Both involve browser launch, but the concrete failures differ: Windows managed browser exits immediately versus Raspberry Pi plugin fallback despite working Chromium/Playwright." + }, + { + "left": "issue:65565", + "right": "issue:65687", + "accept": false, + "reason": "Default-agent config validation and Discord voice conversation breakage are unrelated." + }, + { + "left": "issue:65810", + "right": "issue:66424", + "accept": false, + "reason": "Fallback selection on network errors is a different problem from intermittent 401 connection-item errors." + }, + { + "left": "issue:34961", + "right": "issue:63516", + "accept": false, + "reason": "Discord voice reply failures and Telegram polling stalls are different channels and code paths." + }, + { + "left": "issue:43419", + "right": "issue:67972", + "accept": false, + "reason": "Both are npm install failures, but one is specifically Git/transitive dependency related and the other is a different release-specific install failure." + }, + { + "left": "issue:51244", + "right": "issue:62819", + "accept": false, + "reason": "Both are delivery/announce issues, but one is webchat channel_not_found and the other is QQ isolated-session send failure." + }, + { + "left": "issue:53168", + "right": "issue:62086", + "accept": false, + "reason": "CLI gateway handshake timeout and exec-wrapper SIGTERM after ~10s are distinct runtime failures." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 262, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:17101", + "issue:23538", + "issue:30183", + "issue:30316", + "issue:31447", + "issue:33631", + "issue:34308", + "issue:37344", + "issue:51158", + "issue:51511", + "issue:51749", + "issue:52836", + "issue:53162", + "issue:53398", + "issue:53587", + "issue:53928", + "issue:54050", + "issue:57072", + "issue:62762", + "issue:63033", + "issue:63441", + "issue:63561", + "issue:63910", + "issue:64186", + "issue:64272", + "issue:64509", + "issue:64534", + "issue:64973", + "issue:65026", + "issue:65329", + "issue:65584", + "issue:65603", + "issue:65685", + "issue:65795", + "issue:66535", + "issue:66564", + "issue:66633", + "issue:66669", + "issue:66895", + "issue:67546", + "issue:67915", + "issue:67919", + "issue:68119", + "issue:68249", + "issue:68578", + "issue:68662", + "issue:68743", + "issue:7663" + ], + "soft_pairs": [ + "issue:51749|issue:65329", + "issue:53587|issue:64534", + "issue:65026|issue:7663", + "issue:34308|issue:51511", + "issue:37344|issue:68578", + "issue:63910|issue:68743", + "issue:53162|issue:53398", + "issue:31447|issue:33631", + "issue:53928|issue:64509", + "issue:54050|issue:64973", + "issue:65685|issue:66535", + "issue:30316|issue:68119", + "issue:52836|issue:57072", + "issue:66895|issue:68662", + "issue:66564|issue:66633", + "issue:63033|issue:65603", + "issue:51158|issue:67546", + "issue:65584|issue:67919", + "issue:67915|issue:68249", + "issue:17101|issue:64272", + "issue:23538|issue:62762", + "issue:63441|issue:64186", + "issue:65795|issue:66669", + "issue:30183|issue:63561" + ], + "prepared_review_unit_hash": "9da1192d481f76994958a36f3c78056cb8c696c5e3186baea57e0db86ddca3d5", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 35141, + "estimated_input_tokens": 8786, + "estimated_eval_tokens": 17828 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This cluster is mostly a false-positive grouping of unrelated bug reports that share a general chat/integration theme. No soft edge is strong enough to treat as the same underlying bug or change; the only near-match is the Telegram/Discord text-block issues, but they still look platform-specific and symptom-wise distinct.", + "confidence": 0.61, + "canonical_issue_reason": "Issue 31447 is the most concrete, narrowly scoped report and the clearest anchor for the only partially related pair (tool-call/text-block delivery loss).", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 31447 is the best single issue to represent the closest subtheme because it describes a specific, reproducible message-delivery failure with a clear symptom; the rest are broader, more ambiguous, or clearly unrelated.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:51749", + "right": "issue:65329", + "accept": false, + "reason": "Both involve MS Teams attachments/media, but one is channel file-attachment fetch/permissions and the other is DM inline-image/file dropping; different failure modes and likely different code paths." + }, + { + "left": "issue:53587", + "right": "issue:64534", + "accept": false, + "reason": "Both mention model/provider configuration, but one is an invalid OpenRouter model ID error and the other is an OpenAI Codex API defaulting problem; not the same bug." + }, + { + "left": "issue:65026", + "right": "issue:7663", + "accept": false, + "reason": "Both are delivery issues from embedded/webchat to another chat platform, but one is leakage to Discord and the other is missing Slack DM replies; opposite symptoms and different integrations." + }, + { + "left": "issue:34308", + "right": "issue:51511", + "accept": false, + "reason": "Telegram outbound delivery vs Matrix inbound routing are different directions and different subsystems; no shared concrete bug." + }, + { + "left": "issue:37344", + "right": "issue:68578", + "accept": false, + "reason": "Discord send failures with proxy errors are unrelated to a weather-query infinite loop; no common underlying code path." + }, + { + "left": "issue:63910", + "right": "issue:68743", + "accept": false, + "reason": "Bash completion install/cleanup failure is unrelated to a cron job timing out; different subsystems and failure mechanisms." + }, + { + "left": "issue:53162", + "right": "issue:53398", + "accept": false, + "reason": "WhatsApp cron delivery/listener failure and a dual-stack port-binding message are not the same bug; one is channel delivery, the other is gateway startup diagnostics." + }, + { + "left": "issue:31447", + "right": "issue:33631", + "accept": false, + "reason": "Both concern text around tool calls, but one is Discord only delivering the last block and the other is Telegram streaming text disappearing/reappearing; similar theme, but not clearly the same concrete bug." + }, + { + "left": "issue:53928", + "right": "issue:64509", + "accept": false, + "reason": "Bedrock credential loading in embedded runs is unrelated to claude-cli/ backend usage accounting; different providers and failure modes." + }, + { + "left": "issue:54050", + "right": "issue:64973", + "accept": false, + "reason": "Stale OAuth credentials / refresh token reuse is not the same as a macOS Talk Mode config/token mismatch and gateway restart issue." + }, + { + "left": "issue:65685", + "right": "issue:66535", + "accept": false, + "reason": "Typing-indicator clearing during queued followups and cancellation of /compact are different UI behaviors with no clear shared bug." + }, + { + "left": "issue:30316", + "right": "issue:68119", + "accept": false, + "reason": "The blank-titled issue has no usable evidence to establish a duplicate relationship, so this is too speculative." + }, + { + "left": "issue:52836", + "right": "issue:57072", + "accept": false, + "reason": "Agent not doing tasks is a broad runtime complaint, while the other is a chat UI session/render desync after navigation; different problems." + }, + { + "left": "issue:66895", + "right": "issue:68662", + "accept": false, + "reason": "Model override failover state sticking is unrelated to Ollama request hangs; separate state-management vs execution issues." + }, + { + "left": "issue:66564", + "right": "issue:66633", + "accept": false, + "reason": "UI lag and Cloudflare 403 provider failures are distinct; one is performance, the other is request authorization/network blocking." + }, + { + "left": "issue:63033", + "right": "issue:65603", + "accept": false, + "reason": "TTS audio block-vs-final payload mismatch is unrelated to Azure Foundry schema/tool-payload rejection." + }, + { + "left": "issue:51158", + "right": "issue:67546", + "accept": false, + "reason": "Matrix inbound routing failure and an 'Onboard Feature Bug' are too vague and unrelated to treat as duplicates." + }, + { + "left": "issue:65584", + "right": "issue:67919", + "accept": false, + "reason": "A cron command hanging on exit is not the same as a wiki bridge plugin-loading/export-count problem." + }, + { + "left": "issue:67915", + "right": "issue:68249", + "accept": false, + "reason": "Attachment access validation in local assistant is different from a Brave plugin not loading; same broad runtime/plugin area but not the same bug." + }, + { + "left": "issue:17101", + "right": "issue:64272", + "accept": false, + "reason": "Voice transcription missing and TTS regression are opposite media directions and distinct failures." + }, + { + "left": "issue:23538", + "right": "issue:62762", + "accept": false, + "reason": "Anthropic auth 401 and gateway 1006 connect closure are unrelated connection/authentication failures." + }, + { + "left": "issue:63441", + "right": "issue:64186", + "accept": false, + "reason": "Multiple Ollama providers not working and using local Ollama CLI instead of remote API are related broadly, but not the same concrete bug or fix." + }, + { + "left": "issue:65795", + "right": "issue:66669", + "accept": false, + "reason": "Unknown wiki methods in Control UI dreaming is unrelated to webchat image rendering." + }, + { + "left": "issue:30183", + "right": "issue:63561", + "accept": false, + "reason": "Both mention systemd/gateway, but one is an infinite start loop from Bonjour watchdog logic and the other is incorrect detection of user systemd availability; different root causes." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 263, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:18813", + "issue:30152", + "issue:30922", + "issue:32113", + "issue:35202", + "issue:43177", + "issue:44467", + "issue:45096", + "issue:51049", + "issue:51052", + "issue:51056", + "issue:51619", + "issue:52766", + "issue:53482", + "issue:53733", + "issue:53824", + "issue:53906", + "issue:54004", + "issue:54039", + "issue:54061", + "issue:55276", + "issue:62684", + "issue:63314", + "issue:63516", + "issue:64046", + "issue:64092", + "issue:64174", + "issue:64287", + "issue:64326", + "issue:64603", + "issue:65294", + "issue:65297", + "issue:65309", + "issue:65424", + "issue:65645", + "issue:65676", + "issue:65949", + "issue:65976", + "issue:66339", + "issue:66702", + "issue:66744", + "issue:66813", + "issue:67192", + "issue:67564", + "issue:67740", + "issue:68352", + "issue:68634", + "issue:68735" + ], + "soft_pairs": [ + "issue:30922|issue:32113", + "issue:44467|issue:54061", + "issue:64092|issue:64174", + "issue:65309|issue:66813", + "issue:30152|issue:68352", + "issue:43177|issue:65297", + "issue:54039|issue:55276", + "issue:64287|issue:67192", + "issue:62684|issue:64326", + "issue:18813|issue:64046", + "issue:35202|issue:51619", + "issue:51049|issue:63314", + "issue:51052|issue:53733", + "issue:53824|issue:54004", + "issue:65294|issue:65949", + "issue:65976|issue:66339", + "issue:67740|issue:68634", + "issue:53482|issue:64603", + "issue:53906|issue:65676", + "issue:63516|issue:67564", + "issue:45096|issue:68735", + "issue:51056|issue:66744", + "issue:52766|issue:65645", + "issue:65424|issue:66702" + ], + "prepared_review_unit_hash": "8c91f2118fc1243fdd63af091a12dda654b63017668386ce7468594908334c1c", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 35295, + "estimated_input_tokens": 8824, + "estimated_eval_tokens": 17904 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This cluster is heterogeneous: the soft pairs share broad keywords or subsystems, but none look like the same underlying bug/change. I would not merge any of them as duplicates.", + "confidence": 0.97, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": null, + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:30922", + "right": "issue:32113", + "accept": false, + "reason": "Version-string bug vs missing npm binary/package contents; unrelated failures." + }, + { + "left": "issue:44467", + "right": "issue:54061", + "accept": false, + "reason": "Duplicate mirror replies vs suppressing inline assistant text; different symptoms and code paths." + }, + { + "left": "issue:64092", + "right": "issue:64174", + "accept": false, + "reason": "Misclassified 403/rate-limit errors vs a real OAuth 403 HTML failure; not the same bug." + }, + { + "left": "issue:65309", + "right": "issue:66813", + "accept": false, + "reason": "Active-memory timeout vs heartbeat/background-execution skip; different mechanisms." + }, + { + "left": "issue:30152", + "right": "issue:68352", + "accept": false, + "reason": "Model catalog allowlist filtering vs plugin-ID warning UX; same theme, different underlying issue." + }, + { + "left": "issue:43177", + "right": "issue:65297", + "accept": false, + "reason": "False delivered=true on cron announce vs image upload returning ok without media delivery; related platform, different bug." + }, + { + "left": "issue:54039", + "right": "issue:55276", + "accept": false, + "reason": "Windows absolute-path doubling vs garbled paths during session capping; different path-handling defects." + }, + { + "left": "issue:64287", + "right": "issue:67192", + "accept": false, + "reason": "Broken parentId chains in transcripts vs Mistral /think stream-wrapper crash; unrelated." + }, + { + "left": "issue:62684", + "right": "issue:64326", + "accept": false, + "reason": "Ollama pipeline timeout vs hardcoded token-count causing premature compaction; separate provider issues." + }, + { + "left": "issue:18813", + "right": "issue:64046", + "accept": false, + "reason": "TLS CI enforcement feature request vs data de-identification feature request; unrelated." + }, + { + "left": "issue:35202", + "right": "issue:51619", + "accept": false, + "reason": "Feishu long-link failure vs mitmproxy integration breakage; different integrations." + }, + { + "left": "issue:51049", + "right": "issue:63314", + "accept": false, + "reason": "WhatsApp inbound delivery on k3s vs WhatsApp media-send attachment loss; different paths." + }, + { + "left": "issue:51052", + "right": "issue:53733", + "accept": false, + "reason": "Configurable UI title vs Intel Mac app support; unrelated features." + }, + { + "left": "issue:53824", + "right": "issue:54004", + "accept": false, + "reason": "Unknown Channel after restart vs MiniMax API hang in isolated cron sessions; not the same failure." + }, + { + "left": "issue:65294", + "right": "issue:65949", + "accept": false, + "reason": "Exec-completion visibility vs Discord browser-capability detection; unrelated." + }, + { + "left": "issue:65976", + "right": "issue:66339", + "accept": false, + "reason": "Bridge-page/artifact corruption vs QMD SQLite lock contention; both memory-related but distinct bugs." + }, + { + "left": "issue:67740", + "right": "issue:68634", + "accept": false, + "reason": "OpenAI Codex request/classifier mismatch vs scope-upgrade/Telegram approvals loop; unrelated." + }, + { + "left": "issue:53482", + "right": "issue:64603", + "accept": false, + "reason": "Legacy env-var silent failure vs punycode deprecation warning; unrelated." + }, + { + "left": "issue:53906", + "right": "issue:65676", + "accept": false, + "reason": "Both involve fallback/recovery, but one is a rate-limit recovery cascade and the other is a model-switch override loop; not the same concrete bug." + }, + { + "left": "issue:63516", + "right": "issue:67564", + "accept": false, + "reason": "Telegram polling stalls vs Weixin long-poll header timeouts; different providers and code paths." + }, + { + "left": "issue:45096", + "right": "issue:68735", + "accept": false, + "reason": "Missing OTEL LLM spans vs provider schema/tool-payload rejection; unrelated." + }, + { + "left": "issue:51056", + "right": "issue:66744", + "accept": false, + "reason": "OpenRouter auth-header failure vs provider.models.some() type error; different defects." + }, + { + "left": "issue:52766", + "right": "issue:65645", + "accept": false, + "reason": "WebSocket/RPC timeout vs model-visibility UI issue; unrelated." + }, + { + "left": "issue:65424", + "right": "issue:66702", + "accept": false, + "reason": "Dropped image attachments in chat.send vs stale-image contamination in vision input; different image bugs." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 264, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:26895", + "issue:29670", + "issue:30335", + "issue:30844", + "issue:30917", + "issue:30971", + "issue:31275", + "issue:31785", + "issue:33631", + "issue:35181", + "issue:35476", + "issue:36256", + "issue:50956", + "issue:51593", + "issue:52039", + "issue:53162", + "issue:53169", + "issue:53310", + "issue:53610", + "issue:53803", + "issue:53824", + "issue:53949", + "issue:62783", + "issue:62875", + "issue:63236", + "issue:64378", + "issue:64478", + "issue:64839", + "issue:64841", + "issue:64939", + "issue:65309", + "issue:65341", + "issue:65396", + "issue:65533", + "issue:65645", + "issue:65685", + "issue:65974", + "issue:66288", + "issue:67130", + "issue:67291", + "issue:67667", + "issue:67784", + "issue:67926", + "issue:68182", + "issue:68256", + "issue:68410", + "issue:68663", + "issue:68797" + ], + "soft_pairs": [ + "issue:68182|issue:68410", + "issue:26895|issue:53169", + "issue:36256|issue:64939", + "issue:66288|issue:68797", + "issue:30844|issue:51593", + "issue:53162|issue:65645", + "issue:30335|issue:35181", + "issue:30917|issue:64839", + "issue:64478|issue:67784", + "issue:65396|issue:68663", + "issue:67130|issue:67291", + "issue:30971|issue:33631", + "issue:53949|issue:63236", + "issue:64841|issue:67926", + "issue:64378|issue:68256", + "issue:62783|issue:65533", + "issue:31275|issue:65974", + "issue:35476|issue:65309", + "issue:53310|issue:53824", + "issue:53803|issue:67667", + "issue:53610|issue:65341", + "issue:50956|issue:65685", + "issue:29670|issue:52039", + "issue:31785|issue:62875" + ], + "prepared_review_unit_hash": "8e47af7f5b8b0d63f2466cb62c91b8f1f32839041f79103f5306705ebbf5d488", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 35137, + "estimated_input_tokens": 8785, + "estimated_eval_tokens": 17826 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This cluster is mostly a false-positive mix of unrelated bug reports. The only near-match is the pair of Telegram streaming/rendering issues, but even that looks like overlapping symptoms rather than a clearly shared root cause. No PR pair is present.", + "confidence": 0.92, + "canonical_issue_reason": "issue:30971 is the closest plausible anchor because it is the broadest Telegram streaming-rendering report and is the nearest sibling to another Telegram streaming issue (33631), but the overall set is too heterogeneous to support a strong single canonical issue.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:30971 is the most representative issue to anchor if one must be chosen, since it is user-facing, fairly general, and closest to the only plausible duplicate pair; however it does not generalize well beyond that Telegram subset.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:68182", + "right": "issue:68410", + "accept": false, + "reason": "Different problems: heartbeat lane preemption vs Active Memory timeout normalization." + }, + { + "left": "issue:26895", + "right": "issue:53169", + "accept": false, + "reason": "Both mention migration-era regressions, but the subsystems and failure modes are unrelated." + }, + { + "left": "issue:36256", + "right": "issue:64939", + "accept": false, + "reason": "Both involve media/transcription, but one is Telegram voice STT missing and the other is Groq multipart audio handling." + }, + { + "left": "issue:66288", + "right": "issue:68797", + "accept": false, + "reason": "Webchat image disappearance and subagent context leakage are unrelated." + }, + { + "left": "issue:30844", + "right": "issue:51593", + "accept": false, + "reason": "OAuth provider routing and duplicated tool-call IDs are different code paths and different bugs." + }, + { + "left": "issue:53162", + "right": "issue:65645", + "accept": false, + "reason": "WhatsApp cron delivery failure and model-selection UI behavior are not the same issue." + }, + { + "left": "issue:30335", + "right": "issue:35181", + "accept": false, + "reason": "File-not-found in edit tool vs missing prebuilt llama binary; unrelated failures." + }, + { + "left": "issue:30917", + "right": "issue:64839", + "accept": false, + "reason": "Telegram model incompatibility vs image-tool/provider handling regression; not the same bug." + }, + { + "left": "issue:64478", + "right": "issue:67784", + "accept": false, + "reason": "Both touch message delivery, but WhatsApp media dropping and Mattermost handler field handling are distinct." + }, + { + "left": "issue:65396", + "right": "issue:68663", + "accept": false, + "reason": "One is about persistent subagent sessions, the other a new compact gateway method; different feature requests." + }, + { + "left": "issue:67130", + "right": "issue:67291", + "accept": false, + "reason": "Both are onboarding crashes, but the reported errors and likely root causes differ." + }, + { + "left": "issue:30971", + "right": "issue:33631", + "accept": false, + "reason": "Closest pair, but the symptoms differ enough that the shared root cause is not established." + }, + { + "left": "issue:53949", + "right": "issue:63236", + "accept": false, + "reason": "Telegram image download failure vs iMessage/MiniMax empty-content error are different media pipelines." + }, + { + "left": "issue:64841", + "right": "issue:67926", + "accept": false, + "reason": "Memory config validation and Control UI raw-mode disabling are unrelated." + }, + { + "left": "issue:64378", + "right": "issue:68256", + "accept": false, + "reason": "Workspace cwd routing and OpenRouter auth-profile behavior are separate issues." + }, + { + "left": "issue:62783", + "right": "issue:65533", + "accept": false, + "reason": "OpenRouter auth failure for isolated cron sessions vs missing reasoning field in history are different defects." + }, + { + "left": "issue:31275", + "right": "issue:65974", + "accept": false, + "reason": "Feishu /new hook behavior and a blank-title issue are unrelated." + }, + { + "left": "issue:35476", + "right": "issue:65309", + "accept": false, + "reason": "Model-selection UI duplication and Active Memory timeout behavior are not the same underlying bug." + }, + { + "left": "issue:53310", + "right": "issue:53824", + "accept": false, + "reason": "Feishu card parse error and unknown-channel after restart are both cron-related, but not the same failure mode." + }, + { + "left": "issue:53803", + "right": "issue:67667", + "accept": false, + "reason": "Tool-result duplication and /status token accounting are different session-state bugs." + }, + { + "left": "issue:53610", + "right": "issue:65341", + "accept": false, + "reason": "Avatar 404 path serving and a blank issue title are unrelated." + }, + { + "left": "issue:50956", + "right": "issue:65685", + "accept": false, + "reason": "Task replay on queued messages vs typing-indicator clearing are distinct event-loop behaviors." + }, + { + "left": "issue:29670", + "right": "issue:52039", + "accept": false, + "reason": "Control UI pairing/allowTailscale behavior and a Chinese-titled UI annoyance are not the same issue." + }, + { + "left": "issue:31785", + "right": "issue:62875", + "accept": false, + "reason": "Both involve Feishu packaging/load problems, but one is /tmp/jiti permissions and the other missing src/ in the bundle." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 265, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:29367", + "issue:30242", + "issue:31486", + "issue:31704", + "issue:33086", + "issue:33349", + "issue:33875", + "issue:34253", + "issue:34971", + "issue:36142", + "issue:43177", + "issue:51174", + "issue:52039", + "issue:53137", + "issue:53162", + "issue:53870", + "issue:53919", + "issue:57066", + "issue:62672", + "issue:63033", + "issue:63484", + "issue:63620", + "issue:63699", + "issue:63759", + "issue:63923", + "issue:64317", + "issue:64483", + "issue:64704", + "issue:64867", + "issue:64925", + "issue:64932", + "issue:65159", + "issue:65443", + "issue:65786", + "issue:66124", + "issue:66409", + "issue:66915", + "issue:66978", + "issue:67517", + "issue:67745", + "issue:67798", + "issue:67869", + "issue:68192", + "issue:68222", + "issue:68471", + "issue:68605", + "issue:68743" + ], + "soft_pairs": [ + "issue:34971|issue:51174", + "issue:53137|issue:53162", + "issue:53870|issue:68605", + "issue:53919|issue:63484", + "issue:63759|issue:67517", + "issue:64867|issue:65159", + "issue:63923|issue:67745", + "issue:67869|issue:68471", + "issue:30242|issue:52039", + "issue:31486|issue:64483", + "issue:63620|issue:64317", + "issue:43177|issue:65443", + "issue:63033|issue:67798", + "issue:31704|issue:33349", + "issue:33086|issue:68192", + "issue:36142|issue:64925", + "issue:57066|issue:65786", + "issue:64704|issue:64932", + "issue:68222|issue:68743", + "issue:62672|issue:66915", + "issue:33875|issue:34253", + "issue:63699|issue:66124", + "issue:66978|issue:67517", + "issue:29367|issue:66409" + ], + "prepared_review_unit_hash": "c339d1c82d8b7d901bb7dd8a249429aeaa802b6b7bc4c5443551a3f182421672", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 24, + "serialized_chars": 35080, + "estimated_input_tokens": 8770, + "estimated_eval_tokens": 17796 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This cluster is mostly a loose bag of unrelated bug reports that share generic wording, not the same underlying defect. I rejected all soft edges.", + "confidence": 0.94, + "canonical_issue_reason": "No single canonical issue fits the cluster: the items span many unrelated areas (chat delivery, provider routing, SSRF, UI, plugins, timeouts, etc.).", + "canonical_pr_reason": null, + "best_issue_reason": "issue:53162 is the strongest standalone report: it is specific, reproducible, and well-scoped around WhatsApp cron delivery failing despite an active listener.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:34971", + "right": "issue:51174", + "accept": false, + "reason": "Different bugs: one is a vague post-update regression report, the other is a WhatsApp status/probe display issue." + }, + { + "left": "issue:53137", + "right": "issue:53162", + "accept": false, + "reason": "No evidence they are the same defect; one is an empty title placeholder, the other is a specific WhatsApp cron delivery failure." + }, + { + "left": "issue:53870", + "right": "issue:68605", + "accept": false, + "reason": "Completely different topics: package scan/publishing warning vs webchat image persistence/display bug." + }, + { + "left": "issue:53919", + "right": "issue:63484", + "accept": false, + "reason": "Different runtime contexts and symptoms: VPS Docker/browser tasks vs heartbeat/session reset and channel silence after tool errors." + }, + { + "left": "issue:63759", + "right": "issue:67517", + "accept": false, + "reason": "Telegram typing delay is not the same as a provider returning Cloudflare HTML and being misclassified as rate limit/DNS." + }, + { + "left": "issue:64867", + "right": "issue:65159", + "accept": false, + "reason": "Both mention Active Memory, but one is a timeout/failover-chain latency bug and the other is missing memory injection during sessions." + }, + { + "left": "issue:63923", + "right": "issue:67745", + "accept": false, + "reason": "Auto-compaction/context-window behavior is unrelated to custom provider tool_calls not being executed." + }, + { + "left": "issue:67869", + "right": "issue:68471", + "accept": false, + "reason": "Windows plugin-discovery event-loop blocking is a different issue from heartbeat causing periodic session resets." + }, + { + "left": "issue:30242", + "right": "issue:52039", + "accept": false, + "reason": "Thread-bound subagent spawn/no_active_run differs from a Chinese-language report about excessive exclamation marks in the chat UI." + }, + { + "left": "issue:31486", + "right": "issue:64483", + "accept": false, + "reason": "Custom provider support in image tool is not the same as Qwen provider normalization breaking modelstudio config." + }, + { + "left": "issue:63620", + "right": "issue:64317", + "accept": false, + "reason": "Dreaming overlay blocking the page is unrelated to headed Chromium screenshots timing out on Wayland." + }, + { + "left": "issue:43177", + "right": "issue:65443", + "accept": false, + "reason": "Telegram cron delivery vs Telegram direct-chat TTS delivery are distinct flows with different failure modes." + }, + { + "left": "issue:63033", + "right": "issue:67798", + "accept": false, + "reason": "TTS audio not delivered via webchat is unrelated to openai-codex OAuth failure on VPS." + }, + { + "left": "issue:31704", + "right": "issue:33349", + "accept": false, + "reason": "WhatsApp entity/identity confusion is unrelated to webhook-invoked agents not using full sandbox configuration." + }, + { + "left": "issue:33086", + "right": "issue:68192", + "accept": false, + "reason": "Both are SSRF-related, but they block different networks/proxy setups and likely different code paths." + }, + { + "left": "issue:36142", + "right": "issue:64925", + "accept": false, + "reason": "Mid-turn rate-limit handling after tool calls is different from silent agent errors never surfacing in TUI/Telegram." + }, + { + "left": "issue:57066", + "right": "issue:65786", + "accept": false, + "reason": "OpenRouter alias normalization is unrelated to Feishu config validation after upgrade." + }, + { + "left": "issue:64704", + "right": "issue:64932", + "accept": false, + "reason": "Missing active-memory package on npm/ClawHub is unrelated to missing QA scenario pack files." + }, + { + "left": "issue:68222", + "right": "issue:68743", + "accept": false, + "reason": "Kimi Code sessions_yield interruptions are not the same as a Dreaming cron job timing out." + }, + { + "left": "issue:62672", + "right": "issue:66915", + "accept": false, + "reason": "Fallback-chain 429 propagation is unrelated to edit-tool whitespace mismatch error surfacing." + }, + { + "left": "issue:33875", + "right": "issue:34253", + "accept": false, + "reason": "Feishu send-layer failure and Feishu multi-agent routing binding failure are different bugs." + }, + { + "left": "issue:63699", + "right": "issue:66124", + "accept": false, + "reason": "Gateway stderr-after-run-end crash is unrelated to Dreaming UI writing an invalid memory-core config path." + }, + { + "left": "issue:66978", + "right": "issue:67517", + "accept": false, + "reason": "Child session completion timeout is a different issue from Cloudflare HTML being misclassified as rate_limit/DNS." + }, + { + "left": "issue:29367", + "right": "issue:66409", + "accept": false, + "reason": "Default subagent workspace inheritance and a vague Chinese report about UI slowness/excess output are not the same bug." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 266, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:32189", + "issue:33271", + "issue:35249", + "issue:35796", + "issue:35860", + "issue:36694", + "issue:36994", + "issue:43767", + "issue:48473", + "issue:50651", + "issue:51158", + "issue:53390", + "issue:53686", + "issue:53883", + "issue:53927", + "issue:53953", + "issue:58760", + "issue:59162", + "issue:62958", + "issue:63035", + "issue:63620", + "issue:63999", + "issue:64011", + "issue:64187", + "issue:64304", + "issue:64821", + "issue:64976", + "issue:65000", + "issue:65054", + "issue:65210", + "issue:65663", + "issue:65685", + "issue:65908", + "issue:66381", + "issue:66591", + "issue:66822", + "issue:66832", + "issue:66989", + "issue:67106", + "issue:67301", + "issue:67343", + "issue:67422", + "issue:67780", + "issue:68073", + "issue:68120", + "issue:68183", + "issue:68616", + "issue:68683" + ], + "soft_pairs": [ + "issue:35249|issue:36994", + "issue:50651|issue:53883", + "issue:59162|issue:63035", + "issue:64821|issue:66832", + "issue:32189|issue:68616", + "issue:66591|issue:68183", + "issue:63620|issue:65210", + "issue:35860|issue:66381", + "issue:62958|issue:66989", + "issue:66381|issue:67301", + "issue:48473|issue:51158", + "issue:48473|issue:53953", + "issue:63999|issue:65663", + "issue:64011|issue:65000", + "issue:64187|issue:65908", + "issue:33271|issue:53927", + "issue:53686|issue:65054", + "issue:58760|issue:67780", + "issue:64304|issue:65685", + "issue:68120|issue:68683", + "issue:53390|issue:67422", + "issue:67106|issue:67343", + "issue:36694|issue:66822", + "issue:35796|issue:68073", + "issue:43767|issue:64976" + ], + "prepared_review_unit_hash": "3af3857bd91e2601b6c870c0d05349a590852d36c0f111b6284717fcd70a4c44", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 25, + "serialized_chars": 35840, + "estimated_input_tokens": 8960, + "estimated_eval_tokens": 18176 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "All soft-edge pairs look like false-positive similarities rather than true duplicates. The set spans unrelated bugs across browser, plugins, Telegram, Discord, memory/search, UI, and session/runtime behavior, with no pair sharing a concrete underlying failure path.", + "confidence": 0.96, + "canonical_issue_reason": "No single canonical issue: the candidate pairs are mostly unrelated false-positive matches across different subsystems and symptoms.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:48473 is the strongest standalone representative: it has a precise failure mode, a clear root-cause description, and comparatively strong discussion/inbound activity.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:35249", + "right": "issue:36994", + "accept": false, + "reason": "Browser enablement after upgrade and exec/tools breakage are different subsystems and different failure modes." + }, + { + "left": "issue:50651", + "right": "issue:53883", + "accept": false, + "reason": "Model dropdown dedupe logic and SecretRef validation on save are unrelated UI validation problems." + }, + { + "left": "issue:59162", + "right": "issue:63035", + "accept": false, + "reason": "Approval ID expiration and JSON serialization dropping UUID keys are distinct bugs with different causes." + }, + { + "left": "issue:64821", + "right": "issue:66832", + "accept": false, + "reason": "Corrupted exec security config from plugin logs is not the same as log redaction failures." + }, + { + "left": "issue:32189", + "right": "issue:68616", + "accept": false, + "reason": "Wrong model reporting in Discord and an empty issue title are not the same bug." + }, + { + "left": "issue:66591", + "right": "issue:68183", + "accept": false, + "reason": "ContextEngine registration mismatch and Docker CLI/API version incompatibility are unrelated root causes." + }, + { + "left": "issue:63620", + "right": "issue:65210", + "accept": false, + "reason": "Overlay blocking the page and token/auto-compression failures affect different UI flows." + }, + { + "left": "issue:35860", + "right": "issue:66381", + "accept": false, + "reason": "Repeated assistant responses after context buildup is different from a momentary user-message flicker." + }, + { + "left": "issue:62958", + "right": "issue:66989", + "accept": false, + "reason": "Local Ollama hangs on macOS and Slack socket mode missing events are separate integration failures." + }, + { + "left": "issue:66381", + "right": "issue:67301", + "accept": false, + "reason": "Message render flicker and session LABEL reset after restart are different persistence/UI bugs." + }, + { + "left": "issue:48473", + "right": "issue:51158", + "accept": false, + "reason": "Both mention plugin routing, but one is a registry mismatch causing 404s while the other is inbound event routing failing in Matrix." + }, + { + "left": "issue:48473", + "right": "issue:53953", + "accept": false, + "reason": "Plugin HTTP 404s from registry mismatch and msteams startup crashes from singleton/TypeScript issues are different problems." + }, + { + "left": "issue:63999", + "right": "issue:65663", + "accept": false, + "reason": "Visible tool-call XML leakage and Azure Responses API 400 replay-history errors are not the same code-path bug." + }, + { + "left": "issue:64011", + "right": "issue:65000", + "accept": false, + "reason": "Discord reconnect crash and durable subagent completion delivery are unrelated runtime concerns." + }, + { + "left": "issue:64187", + "right": "issue:65908", + "accept": false, + "reason": "SQLite atomic reindex EBUSY on Windows and stale QMD collection targeting are different memory/search issues." + }, + { + "left": "issue:33271", + "right": "issue:53927", + "accept": false, + "reason": "A webhook that returns 200 but does nothing is not the same as a route that returns 404." + }, + { + "left": "issue:53686", + "right": "issue:65054", + "accept": false, + "reason": "Telegram outbound API failures and MiniMax usage polling hitting the wrong base URL are unrelated provider bugs." + }, + { + "left": "issue:58760", + "right": "issue:67780", + "accept": false, + "reason": "Discord startup listener errors and contextEngine toolMsg filtering crashes are different plugin/runtime failures." + }, + { + "left": "issue:64304", + "right": "issue:65685", + "accept": false, + "reason": "Provider billing/model failures and typing-indicator clearing for queued followups are unrelated behavior." + }, + { + "left": "issue:68120", + "right": "issue:68683", + "accept": false, + "reason": "OpenRouter empty assistant messages and Perplexity 401 auth failures are different provider-side symptoms." + }, + { + "left": "issue:53390", + "right": "issue:67422", + "accept": false, + "reason": "Browser snapshot viewport handling and webchat streaming latency are different UI/browser bugs." + }, + { + "left": "issue:67106", + "right": "issue:67343", + "accept": false, + "reason": "Safari tool-result text disappearance and Telegram TTS tag leakage are unrelated presentation bugs." + }, + { + "left": "issue:36694", + "right": "issue:66822", + "accept": false, + "reason": "Session-file rebuilding is a feature request, while concurrency on memory search indexing is a runtime performance bug." + }, + { + "left": "issue:35796", + "right": "issue:68073", + "accept": false, + "reason": "Windows onboarding/config persistence and plugin install/update upgrade-path issues are different workflows." + }, + { + "left": "issue:43767", + "right": "issue:64976", + "accept": false, + "reason": "Heartbeat context-loading and cron announce NO_REPLY handling are unrelated delivery semantics." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 267, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:29552", + "issue:30741", + "issue:31273", + "issue:31633", + "issue:32633", + "issue:32665", + "issue:33671", + "issue:33843", + "issue:34243", + "issue:34610", + "issue:35039", + "issue:48473", + "issue:49059", + "issue:51794", + "issue:52484", + "issue:53466", + "issue:53547", + "issue:53591", + "issue:53714", + "issue:53871", + "issue:53883", + "issue:55343", + "issue:55807", + "issue:63033", + "issue:63212", + "issue:63449", + "issue:64235", + "issue:64292", + "issue:64427", + "issue:64581", + "issue:64839", + "issue:65064", + "issue:65297", + "issue:65443", + "issue:65448", + "issue:65790", + "issue:66178", + "issue:66833", + "issue:67092", + "issue:67241", + "issue:67314", + "issue:67648", + "issue:67806", + "issue:67912", + "issue:68059", + "issue:68120", + "issue:68215", + "issue:68776" + ], + "soft_pairs": [ + "issue:52484|issue:66178", + "issue:67241|issue:68776", + "issue:53871|issue:55343", + "issue:53466|issue:67314", + "issue:63449|issue:67912", + "issue:30741|issue:65790", + "issue:35039|issue:64292", + "issue:51794|issue:53883", + "issue:63212|issue:64235", + "issue:65448|issue:68120", + "issue:31273|issue:33843", + "issue:32633|issue:67092", + "issue:49059|issue:64427", + "issue:48473|issue:68120", + "issue:53547|issue:67648", + "issue:31633|issue:53714", + "issue:53591|issue:63033", + "issue:65297|issue:65443", + "issue:29552|issue:34610", + "issue:64839|issue:66833", + "issue:67806|issue:68059", + "issue:34243|issue:64581", + "issue:55807|issue:67806", + "issue:65064|issue:68215", + "issue:32665|issue:33671" + ], + "prepared_review_unit_hash": "6f7e6bab56c3e97c458bd5eb0e174db73d9ab0e7b02ef96ec16626b0fb630ff9", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 25, + "serialized_chars": 35567, + "estimated_input_tokens": 8892, + "estimated_eval_tokens": 18040 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This is not a true duplicate cluster: the items only share broad keywords like Telegram/Discord/agent/session, but the concrete failures, code paths, and affected subsystems differ. All soft edges should be rejected.", + "confidence": 0.97, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": null, + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:52484", + "right": "issue:66178", + "accept": false, + "reason": "Both mention malformed model output, but one is subagent handoff timeout JSON and the other is LM Studio/MemPalace MCP tool-block leakage; different root causes and paths." + }, + { + "left": "issue:67241", + "right": "issue:68776", + "accept": false, + "reason": "BlueBubbles attachment download failure on Node 22+ is unrelated to Discord ACP binding readiness hangs." + }, + { + "left": "issue:53871", + "right": "issue:55343", + "accept": false, + "reason": "Telegram channel config regression after upgrade is a different bug from losing conversation history between sessions." + }, + { + "left": "issue:53466", + "right": "issue:67314", + "accept": false, + "reason": "Expired Codex credential overwrite and misleading context-limit error from heartbeat model bleed are separate failures." + }, + { + "left": "issue:63449", + "right": "issue:67912", + "accept": false, + "reason": "Both involve memory/persistence, but one is a lost cron job after restart and the other is dreaming writing to the wrong file set." + }, + { + "left": "issue:30741", + "right": "issue:65790", + "accept": false, + "reason": "Discord attachment failure in the channel handler is not the same as Web UI image attachment upload failure." + }, + { + "left": "issue:35039", + "right": "issue:64292", + "accept": false, + "reason": "Telegram subagent spawning and sessions_spawn rejecting agentId are different spawn/validation bugs." + }, + { + "left": "issue:51794", + "right": "issue:53883", + "accept": false, + "reason": "SecretRef env resolution for Discord tokens is distinct from control-UI save-time SecretRef validation errors." + }, + { + "left": "issue:63212", + "right": "issue:64235", + "accept": false, + "reason": "Matrix user verification and Telegram sendMessage network failure are unrelated channel-specific issues." + }, + { + "left": "issue:65448", + "right": "issue:68120", + "accept": false, + "reason": "Both hit empty output, but one is Gemini/Vertex image handling and the other is OpenRouter chat completion rendering." + }, + { + "left": "issue:31273", + "right": "issue:33843", + "accept": false, + "reason": "NO_SESSION on claude --session is not the same as invalid acpx CLI syntax in sessions_spawn." + }, + { + "left": "issue:32633", + "right": "issue:67092", + "accept": false, + "reason": "Persisted null transcriptPath on restart and trailing leakage into assistant text are different code paths." + }, + { + "left": "issue:49059", + "right": "issue:64427", + "accept": false, + "reason": "Missing skill snapshot refresh after restart is unrelated to Slack dmHistoryLimit not being implemented." + }, + { + "left": "issue:48473", + "right": "issue:68120", + "accept": false, + "reason": "Plugin registry mismatch causing 404s is a different failure from empty assistant messages in main chat." + }, + { + "left": "issue:53547", + "right": "issue:67648", + "accept": false, + "reason": "Workspace bootstrap file loading and SKILL.md auto-execution/category mapping are related theme-wise but not the same bug." + }, + { + "left": "issue:31633", + "right": "issue:53714", + "accept": false, + "reason": "Default media roots vs image URL not passed to analysis tool are different Discord attachment issues." + }, + { + "left": "issue:53591", + "right": "issue:63033", + "accept": false, + "reason": "Moonshot-thinking tool-call compatibility and TTS webchat payload mismatch are unrelated." + }, + { + "left": "issue:65297", + "right": "issue:65443", + "accept": false, + "reason": "Telegram image-buffer delivery and Telegram voice-reply delivery are different message types and failure modes." + }, + { + "left": "issue:29552", + "right": "issue:34610", + "accept": false, + "reason": "A generic version mismatch is not the same as the multi-symptom gateway update regression described in 34610." + }, + { + "left": "issue:64839", + "right": "issue:66833", + "accept": false, + "reason": "Qwen/Bailian image handling after upgrade differs from OpenRouter/Qwen stream parsing of reasoning_details." + }, + { + "left": "issue:67806", + "right": "issue:68059", + "accept": false, + "reason": "Control UI render refresh bug and Playwright snapshot API incompatibility are different components." + }, + { + "left": "issue:55807", + "right": "issue:67806", + "accept": false, + "reason": "Discord ACP thread progress messages leaking into chat is unrelated to delayed rendering of sent messages in the control UI." + }, + { + "left": "issue:65064", + "right": "issue:68215", + "accept": false, + "reason": "Provider normalization/import side effects are unrelated to telemetry ID reinjection breaking mem0 config validation." + }, + { + "left": "issue:32665", + "right": "issue:33671", + "accept": false, + "reason": "Telegram partial-stream cleanup delay on Pi is not the same as PDF upload causing gateway hang." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 268, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:21097", + "issue:22003", + "issue:29367", + "issue:30300", + "issue:31671", + "issue:32430", + "issue:32638", + "issue:32976", + "issue:33053", + "issue:33476", + "issue:33549", + "issue:33671", + "issue:34540", + "issue:34979", + "issue:36620", + "issue:36651", + "issue:36987", + "issue:48479", + "issue:52677", + "issue:53558", + "issue:53876", + "issue:53879", + "issue:54613", + "issue:55816", + "issue:62272", + "issue:62875", + "issue:63572", + "issue:64292", + "issue:64418", + "issue:64978", + "issue:65517", + "issue:65528", + "issue:65600", + "issue:65875", + "issue:65915", + "issue:65997", + "issue:66635", + "issue:67107", + "issue:67192", + "issue:67193", + "issue:67834", + "issue:67901", + "issue:68190", + "issue:68378", + "issue:68409", + "issue:68513", + "issue:68643", + "issue:68823" + ], + "soft_pairs": [ + "issue:33671|issue:53879", + "issue:63572|issue:66635", + "issue:22003|issue:31671", + "issue:31671|issue:36987", + "issue:53876|issue:65915", + "issue:34979|issue:67192", + "issue:64978|issue:65528", + "issue:65997|issue:67901", + "issue:68643|issue:68823", + "issue:32430|issue:33053", + "issue:34540|issue:62875", + "issue:65517|issue:65600", + "issue:33549|issue:68190", + "issue:65875|issue:68513", + "issue:54613|issue:68378", + "issue:36620|issue:62272", + "issue:21097|issue:33476", + "issue:36651|issue:64292", + "issue:53558|issue:68409", + "issue:48479|issue:52677", + "issue:29367|issue:67107", + "issue:30300|issue:64418", + "issue:67193|issue:67834", + "issue:32430|issue:32976", + "issue:32638|issue:55816" + ], + "prepared_review_unit_hash": "bb08c1f0e7f99ee30f2f281aaabe3afe2099ed5c4dd6a977a7d9028f301d35b7", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 25, + "serialized_chars": 35375, + "estimated_input_tokens": 8844, + "estimated_eval_tokens": 17944 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Nearly all soft pairs are unrelated title-level matches and should stay separate. The only plausible duplicate is the openai-codex provider 403/base-URL pair; everything else spans distinct bugs, channels, or subsystems.", + "confidence": 0.92, + "canonical_issue_reason": "issue:67193 is the clearest representative of the only likely duplicate group: an openai-codex provider URL-resolution bug causing 403s. Its pair mate, issue:67834, looks like the same failure mode described with a different malformed endpoint.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:67193 is the best overall issue to anchor the cluster because it is the most direct, actionable description of the shared openai-codex endpoint bug. No PR is present.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:33671", + "right": "issue:53879", + "accept": false, + "reason": "Both are Telegram/media upload problems, but one is a gateway hang on PDF send while the other is a channel-unavailable error during filePath upload; different failure modes." + }, + { + "left": "issue:63572", + "right": "issue:66635", + "accept": false, + "reason": "Unrelated subsystems: migration-guide/workspace-path handling vs WhatsApp inline media sending." + }, + { + "left": "issue:22003", + "right": "issue:31671", + "accept": false, + "reason": "Both mention session/channel corruption, but one is auth 401s from context bleeding and the other is target-channel mutation in sessions_send; not the same bug." + }, + { + "left": "issue:31671", + "right": "issue:36987", + "accept": false, + "reason": "Different channel-routing bugs affecting different integrations and fields (target session channel vs deliveryContext.to)." + }, + { + "left": "issue:53876", + "right": "issue:65915", + "accept": false, + "reason": "Both are upgrade regressions, but one is Telegram channel configuration state and the other is Opik trace export; no shared code-path evidence." + }, + { + "left": "issue:34979", + "right": "issue:67192", + "accept": false, + "reason": "Both involve malformed model/tool output, but one is context truncation looping on bad tool blocks and the other is a Mistral stream-wrapper crash; not the same defect." + }, + { + "left": "issue:64978", + "right": "issue:65528", + "accept": false, + "reason": "Both are managed-browser issues, but one is startup false failure with DevTools already listening and the other is the process dying after spawn on macOS." + }, + { + "left": "issue:65997", + "right": "issue:67901", + "accept": false, + "reason": "Both touch plugin gating, but one is allowlist validation vs CLI help/plugin gating and the other is bundled subagents being blocked; different command paths." + }, + { + "left": "issue:68643", + "right": "issue:68823", + "accept": false, + "reason": "Completely different failures: OpenRouter base URL misconfiguration vs gateway deadlock on quota exhaustion." + }, + { + "left": "issue:32430", + "right": "issue:33053", + "accept": false, + "reason": "Both mention system messages, but one is a pipeline race preempting user interactions and the other is QQ Bot cron announce receiving only system messages." + }, + { + "left": "issue:34540", + "right": "issue:62875", + "accept": false, + "reason": "Different plugins and root causes: Discord plugin load failure vs Telegram bundled plugin missing src/ directory." + }, + { + "left": "issue:65517", + "right": "issue:65600", + "accept": false, + "reason": "Event-loop starvation in embedded sub-agent execution is unrelated to totalTokensFresh being stuck true after first response." + }, + { + "left": "issue:33549", + "right": "issue:68190", + "accept": false, + "reason": "Both involve dropped messages during activity, but one is gateway cleanup of orphaned user messages and the other is active tool execution without interrupt handling." + }, + { + "left": "issue:65875", + "right": "issue:68513", + "accept": false, + "reason": "Session model override reset on /new is unrelated to image attachment handling when the primary model lacks vision." + }, + { + "left": "issue:54613", + "right": "issue:68378", + "accept": false, + "reason": "Different channels and routing bugs: WhatsApp group delivery vs Discord-to-Feishu message misrouting." + }, + { + "left": "issue:36620", + "right": "issue:62272", + "accept": false, + "reason": "Test runner config failure is unrelated to a packaging/runtime missing-module update failure." + }, + { + "left": "issue:21097", + "right": "issue:33476", + "accept": false, + "reason": "Per-agent thinkingDefault config support is a feature request, not the same as per-turn model routing by recency/complexity." + }, + { + "left": "issue:36651", + "right": "issue:64292", + "accept": false, + "reason": "Agent tools not loading and sessions_spawn rejecting agentId are different authorization/loading problems." + }, + { + "left": "issue:53558", + "right": "issue:68409", + "accept": false, + "reason": "QMD memory-status accounting and ACP backend availability gating are unrelated." + }, + { + "left": "issue:48479", + "right": "issue:52677", + "accept": false, + "reason": "Different provider/API problems: Google Vertex auth selection vs Gemini built-in tool availability." + }, + { + "left": "issue:29367", + "right": "issue:67107", + "accept": false, + "reason": "Default subagent workspace inheritance is unrelated to an empty-placeholder issue title." + }, + { + "left": "issue:30300", + "right": "issue:64418", + "accept": false, + "reason": "Large-image upload stack overflow and repeated image resizing are distinct image-processing bugs." + }, + { + "left": "issue:67193", + "right": "issue:67834", + "accept": true, + "reason": "Same provider and same 403 symptom, both pointing to malformed openai-codex endpoint resolution/base-URL handling; one fix could plausibly address both." + }, + { + "left": "issue:32430", + "right": "issue:32976", + "accept": false, + "reason": "Both are output/message ordering bugs, but one is a system-message race and the other is final reply being replaced by tool output; not the same code path." + }, + { + "left": "issue:32638", + "right": "issue:55816", + "accept": false, + "reason": "Groq reasoning-effort validation and custom-provider API-key lookup failures are separate provider-specific issues." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "Grounded and conservative overall. The soft-edge rejections are supported by the packet titles, and the openai-codex pair is the only plausible duplicate candidate with matching provider/base-URL/403 symptoms." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 269, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:24173", + "issue:32622", + "issue:32739", + "issue:33671", + "issue:34415", + "issue:43680", + "issue:51056", + "issue:51716", + "issue:53174", + "issue:53317", + "issue:53322", + "issue:53705", + "issue:53745", + "issue:53849", + "issue:55343", + "issue:59162", + "issue:59370", + "issue:62574", + "issue:62875", + "issue:62967", + "issue:63465", + "issue:63811", + "issue:63831", + "issue:63834", + "issue:63997", + "issue:64244", + "issue:64250", + "issue:64534", + "issue:64665", + "issue:65102", + "issue:65448", + "issue:65559", + "issue:65875", + "issue:66077", + "issue:66254", + "issue:66280", + "issue:67136", + "issue:67261", + "issue:67314", + "issue:67491", + "issue:67726", + "issue:68013", + "issue:68172", + "issue:68183", + "issue:68190", + "issue:68245", + "issue:68410", + "issue:68851" + ], + "soft_pairs": [ + "issue:43680|issue:65875", + "issue:51056|issue:64534", + "issue:53174|issue:62967", + "issue:62574|issue:67726", + "issue:24173|issue:53849", + "issue:34415|issue:53705", + "issue:51716|issue:64665", + "issue:63465|issue:63831", + "issue:65448|issue:65559", + "issue:68245|issue:68410", + "issue:51056|issue:66254", + "issue:59370|issue:62875", + "issue:67136|issue:68183", + "issue:55343|issue:59162", + "issue:32739|issue:63811", + "issue:53317|issue:64250", + "issue:68190|issue:68851", + "issue:33671|issue:53745", + "issue:64244|issue:66280", + "issue:67261|issue:67314", + "issue:32622|issue:63997", + "issue:63834|issue:66077", + "issue:67491|issue:68172", + "issue:53322|issue:65102", + "issue:59370|issue:68013" + ], + "prepared_review_unit_hash": "1e3599b43e7826b44ea574a2ebc00ae0b053af5a2480f9c194b1f452e55098eb", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 25, + "serialized_chars": 35585, + "estimated_input_tokens": 8897, + "estimated_eval_tokens": 18050 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "These issues are broadly heterogeneous and do not collapse into a single duplicate cluster. The soft edges mostly connect superficially similar symptoms (restart loops, hangs, routing, silent drops) but point to different providers, features, or root causes, so they should be rejected.", + "confidence": 0.95, + "canonical_issue_reason": "No single canonical issue fits this set because the items span unrelated bugs across many subsystems and providers.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:53317 is the clearest standalone report in the set: specific startup-state corruption, reproducible behavior, and strong activity/inbound references. It is not a true cluster canonical, just the strongest individual issue.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:43680", + "right": "issue:65875", + "accept": false, + "reason": "Both involve model selection, but one is agent model config being ignored while the other is session override state not being cleared. Different layers and different failure modes." + }, + { + "left": "issue:51056", + "right": "issue:64534", + "accept": false, + "reason": "Different providers and different bugs: OpenRouter auth header missing vs openai-codex defaulting to the wrong API mode." + }, + { + "left": "issue:53174", + "right": "issue:62967", + "accept": false, + "reason": "ModelStudio tool-schema validation error and gpt-5-mini reasoning_effort incompatibility are unrelated provider-specific 400s." + }, + { + "left": "issue:62574", + "right": "issue:67726", + "accept": false, + "reason": "Provider registration problem vs TTS auto-trigger logic problem; not the same defect." + }, + { + "left": "issue:24173", + "right": "issue:53849", + "accept": false, + "reason": "24173 describes a concrete compaction/session-context loss bug; 53849 is an empty/unspecified bug entry, so there is no evidential match." + }, + { + "left": "issue:34415", + "right": "issue:53705", + "accept": false, + "reason": "Telegram PDF upload corruption and openclaw delete --force deleting the wrong files are different actions, components, and root causes." + }, + { + "left": "issue:51716", + "right": "issue:64665", + "accept": false, + "reason": "Signal SSE fetch failure on Node 24 and WhatsApp outbound media being dropped are separate provider-path regressions." + }, + { + "left": "issue:63465", + "right": "issue:63831", + "accept": false, + "reason": "Both mention dreaming/memory, but one is missing cron creation and the other is slot-ownership coupling. Related area, not the same bug." + }, + { + "left": "issue:65448", + "right": "issue:65559", + "accept": false, + "reason": "Gemini empty-output intermittency and webhook mention handling are unrelated subsystems with different symptoms." + }, + { + "left": "issue:68245", + "right": "issue:68410", + "accept": false, + "reason": "Active Memory hanging reply flow is not the same as timeoutMs being clamped to 60000; one is runtime blocking, the other config normalization." + }, + { + "left": "issue:51056", + "right": "issue:66254", + "accept": false, + "reason": "OpenRouter auth-header failure and WeCom reporting no token are different provider-specific auth/config problems." + }, + { + "left": "issue:59370", + "right": "issue:62875", + "accept": false, + "reason": "Both are packaging/runtime issues, but one is logging config require failure and the other is a Telegram bundle missing src/; not the same underlying bug." + }, + { + "left": "issue:67136", + "right": "issue:68183", + "accept": false, + "reason": "False write success and Docker CLI/Engine API mismatch are unrelated file-write vs sandbox-environment failures." + }, + { + "left": "issue:55343", + "right": "issue:59162", + "accept": false, + "reason": "Conversation history loss across sessions and expired approval IDs are distinct state-management bugs." + }, + { + "left": "issue:32739", + "right": "issue:63811", + "accept": false, + "reason": "Both are restart-loop reports, but they concern different integrations and different failure details; too broad to merge." + }, + { + "left": "issue:53317", + "right": "issue:64250", + "accept": false, + "reason": "OAuth token overwrite on startup is unrelated to context-limit reset/heartbeat bleed messaging." + }, + { + "left": "issue:68190", + "right": "issue:68851", + "accept": false, + "reason": "Both drop user input silently, but one is during tool execution/chat interrupts and the other is webchat image drag/drop/paste. Different code paths." + }, + { + "left": "issue:33671", + "right": "issue:53745", + "accept": false, + "reason": "Telegram PDF hang and gateway freeze after nested subagent activity are both freeze reports, but the triggering conditions and affected paths differ." + }, + { + "left": "issue:64244", + "right": "issue:66280", + "accept": false, + "reason": "Both are routing problems, but MiniMax image routing bypass and x-openclaw-model override 500s involve different mechanisms and endpoints." + }, + { + "left": "issue:67261", + "right": "issue:67314", + "accept": false, + "reason": "Venice response parsing crash and misleading context-limit error from heartbeat bleed are different bugs." + }, + { + "left": "issue:32622", + "right": "issue:63997", + "accept": false, + "reason": "No shared bug signal; one is a concrete content-inspection 400, the other is an empty issue entry." + }, + { + "left": "issue:63834", + "right": "issue:66077", + "accept": false, + "reason": "Security audit false hash warning and memory embedding provider lookup failure are unrelated." + }, + { + "left": "issue:67491", + "right": "issue:68172", + "accept": false, + "reason": "Both are image-tool-related, but one is URL-to-base64 conversion before MiniMax VL and the other is Gemini vision capability detection. Different providers and fixes." + }, + { + "left": "issue:53322", + "right": "issue:65102", + "accept": false, + "reason": "Browser tool execution timing regression and inline Python security gating are distinct tool-execution issues." + }, + { + "left": "issue:59370", + "right": "issue:68013", + "accept": false, + "reason": "Bundled config require failure and undefined startsWith runtime error are unrelated failure modes." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 270, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:17731", + "issue:26322", + "issue:30202", + "issue:31043", + "issue:32189", + "issue:33272", + "issue:33527", + "issue:34253", + "issue:34353", + "issue:35975", + "issue:36134", + "issue:45645", + "issue:50537", + "issue:51189", + "issue:53390", + "issue:53547", + "issue:53912", + "issue:55816", + "issue:56982", + "issue:58760", + "issue:63759", + "issue:63937", + "issue:64465", + "issue:64581", + "issue:64676", + "issue:65067", + "issue:65078", + "issue:65157", + "issue:65218", + "issue:65564", + "issue:65721", + "issue:65949", + "issue:66522", + "issue:66533", + "issue:66561", + "issue:67088", + "issue:67097", + "issue:67158", + "issue:67199", + "issue:67357", + "issue:67422", + "issue:67756", + "issue:67908", + "issue:68139", + "issue:68163", + "issue:68229", + "issue:68656", + "issue:68823" + ], + "soft_pairs": [ + "issue:66561|issue:67199", + "issue:34353|issue:63759", + "issue:65078|issue:65564", + "issue:65067|issue:67097", + "issue:32189|issue:64465", + "issue:33272|issue:55816", + "issue:65949|issue:67088", + "issue:68163|issue:68656", + "issue:53912|issue:67908", + "issue:53390|issue:68139", + "issue:67422|issue:68823", + "issue:26322|issue:67158", + "issue:66522|issue:68229", + "issue:50537|issue:63937", + "issue:30202|issue:66533", + "issue:34253|issue:51189", + "issue:58760|issue:67357", + "issue:17731|issue:36134", + "issue:31043|issue:33527", + "issue:35975|issue:65157", + "issue:45645|issue:56982", + "issue:65218|issue:67756", + "issue:53547|issue:64581", + "issue:64676|issue:65721" + ], + "prepared_review_unit_hash": "f8188fdf00025ce249571457fd3cad936268feeee8ed679c049ffb06e1bff68b", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 35483, + "estimated_input_tokens": 8871, + "estimated_eval_tokens": 17998 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "The soft pairs are mostly superficial text matches; they span different products, platforms, and failure modes, so none look like true duplicates. Best standalone report is #63937 because it has a precise crash path and broad impact.", + "confidence": 0.93, + "canonical_issue_reason": "No clear duplicate cluster here; the items are heterogeneous. If a representative issue must be chosen, #63937 is the strongest standalone report because it describes a specific SecretRef-related crash with clear scope.", + "canonical_pr_reason": null, + "best_issue_reason": "#63937 is the most triage-worthy standalone issue: concrete failure mode, reproducible crash, and high impact across agent/* commands.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:66561", + "right": "issue:67199", + "accept": false, + "reason": "Both mention embedded execution, but one is an SSE/timeout abort and the other is thinkingDefault propagation. Different root causes." + }, + { + "left": "issue:34353", + "right": "issue:63759", + "accept": false, + "reason": "Different platforms and behaviors: Discord requireMention gating vs Telegram typing indicator timing." + }, + { + "left": "issue:65078", + "right": "issue:65564", + "accept": false, + "reason": "One is Telegram transcript visibility after upgrade; the other is sessionId rotation reusing an old transcript file." + }, + { + "left": "issue:65067", + "right": "issue:67097", + "accept": false, + "reason": "Windows onboard failure vs bundled plugins bypassing onboard model manifest lifecycle; unrelated bugs." + }, + { + "left": "issue:32189", + "right": "issue:64465", + "accept": false, + "reason": "Discord model misreport vs an empty-titled issue; no evidence of the same bug." + }, + { + "left": "issue:33272", + "right": "issue:55816", + "accept": false, + "reason": "Unsupported reasoning_effort payloads vs missing API key after upgrade; distinct provider issues." + }, + { + "left": "issue:65949", + "right": "issue:67088", + "accept": false, + "reason": "Discord browser-capability state vs macOS SSH env false 'No GUI detected'; different surfaces and causes." + }, + { + "left": "issue:68163", + "right": "issue:68656", + "accept": false, + "reason": "OpenRouter silence on fresh install vs slow Windows startup before plugin registration; not the same bug." + }, + { + "left": "issue:53912", + "right": "issue:67908", + "accept": false, + "reason": "Gateway restart-loop in Docker vs package resolution failure in docker binary distribution; separate issues." + }, + { + "left": "issue:53390", + "right": "issue:68139", + "accept": false, + "reason": "Browser snapshot viewport bug vs broken localized docs links; unrelated." + }, + { + "left": "issue:67422", + "right": "issue:68823", + "accept": false, + "reason": "Webchat realtime streaming issue vs quota-exhaustion deadlock across sessions/channels; different failure modes." + }, + { + "left": "issue:26322", + "right": "issue:67158", + "accept": false, + "reason": "OAuth refresh race/failover vs ChatGPT/Codex model rejection over OAuth; different auth problems." + }, + { + "left": "issue:66522", + "right": "issue:68229", + "accept": false, + "reason": "Both concern session history loss, but one is rebuild on gateway restart and the other is cache-ttl replacement; different triggers/mechanisms." + }, + { + "left": "issue:50537", + "right": "issue:63937", + "accept": false, + "reason": "Both involve SecretRef handling, but Discord doctor crashes and Slack plugin eager resolution are different code paths." + }, + { + "left": "issue:30202", + "right": "issue:66533", + "accept": false, + "reason": "WebChat refresh leaking heartbeat/system entries vs session selector relabeling the main session as heartbeat; related area, different bug." + }, + { + "left": "issue:34253", + "right": "issue:51189", + "accept": false, + "reason": "Same Feishu integration area, but peer.match routing failure and missing agent_end event are distinct defects." + }, + { + "left": "issue:58760", + "right": "issue:67357", + "accept": false, + "reason": "Discord startup crash vs Discord file-sending bugs; not the same underlying issue." + }, + { + "left": "issue:17731", + "right": "issue:36134", + "accept": false, + "reason": "Slack thread context preservation vs subagent model fallback on Gemini; different functionality." + }, + { + "left": "issue:31043", + "right": "issue:33527", + "accept": false, + "reason": "Approval ID mismatch vs tool profile reporting mismatch; unrelated." + }, + { + "left": "issue:35975", + "right": "issue:65157", + "accept": false, + "reason": "Third-party relay thinking-mode failure vs claude-cli provider hook dispatch failure; separate bugs." + }, + { + "left": "issue:45645", + "right": "issue:56982", + "accept": false, + "reason": "Linux install divergence vs trusted-proxy doctor gateway error; different subsystems." + }, + { + "left": "issue:65218", + "right": "issue:67756", + "accept": false, + "reason": "Heartbeat reserveTokens precheck bug vs cron routing ignoring ollama prefix; unrelated." + }, + { + "left": "issue:53547", + "right": "issue:64581", + "accept": false, + "reason": "Workspace bootstrap loading vs SSH sandbox workspace injection; both mention workspace, but different failure points." + }, + { + "left": "issue:64676", + "right": "issue:65721", + "accept": false, + "reason": "Gateway config persistence vs agents modifying config destructively; distinct problems." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 271, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:17731", + "issue:17924", + "issue:30923", + "issue:31293", + "issue:33263", + "issue:34449", + "issue:35300", + "issue:35763", + "issue:35796", + "issue:39549", + "issue:43767", + "issue:45645", + "issue:52766", + "issue:53871", + "issue:53878", + "issue:53928", + "issue:57066", + "issue:62678", + "issue:64407", + "issue:64973", + "issue:65184", + "issue:65517", + "issue:65584", + "issue:65663", + "issue:65915", + "issue:65971", + "issue:66260", + "issue:66306", + "issue:66424", + "issue:66679", + "issue:66957", + "issue:66958", + "issue:67056", + "issue:67122", + "issue:67135", + "issue:67335", + "issue:67473", + "issue:67667", + "issue:67670", + "issue:67798", + "issue:67803", + "issue:67834", + "issue:68254", + "issue:68326", + "issue:68466", + "issue:68634", + "issue:68643" + ], + "soft_pairs": [ + "issue:67135|issue:67667", + "issue:45645|issue:65184", + "issue:53928|issue:68326", + "issue:31293|issue:33263", + "issue:35796|issue:64407", + "issue:34449|issue:65971", + "issue:35300|issue:43767", + "issue:30923|issue:67798", + "issue:66260|issue:66957", + "issue:53871|issue:65915", + "issue:65584|issue:66679", + "issue:66306|issue:67803", + "issue:68466|issue:68643", + "issue:57066|issue:66958", + "issue:65663|issue:66424", + "issue:33263|issue:62678", + "issue:53878|issue:67335", + "issue:65517|issue:67473", + "issue:39549|issue:64973", + "issue:67670|issue:67834", + "issue:35763|issue:68634", + "issue:52766|issue:68254", + "issue:17731|issue:67056", + "issue:17924|issue:67122" + ], + "prepared_review_unit_hash": "ebf6146c0fe59c8ee590e77372e4e0a57991ecc30a17a5809c9ba94b75c82107", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 24, + "serialized_chars": 35335, + "estimated_input_tokens": 8834, + "estimated_eval_tokens": 17924 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Mostly unrelated issues with a few broad thematic overlaps. The strongest context/accounting pair is related but not strong enough to treat as a duplicate here; no PRs are present.", + "confidence": 0.79, + "canonical_issue_reason": "issue:67135 is the broadest and most representative open report in the context/session-accounting area, so it is the best canonical issue for that theme even though the overlap with issue:67667 is only related, not duplicate-level.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:67135 is the best global representative because it is broader and open, and it sits at the center of the only plausible theme in the packet (session/context token accounting).", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:67135", + "right": "issue:67667", + "accept": false, + "reason": "Both concern context/token accounting, but the packet only shows different symptoms. That is related, not enough to conclude the same underlying bug." + }, + { + "left": "issue:45645", + "right": "issue:65184", + "accept": false, + "reason": "Both involve Linux install/update paths, but the failure modes differ: split installs vs missing systemd unit on migrated root installs." + }, + { + "left": "issue:53928", + "right": "issue:68326", + "accept": false, + "reason": "Both mention Bedrock/sub-agent behavior, but one is credential loading in embedded runs and the other is default-provider selection." + }, + { + "left": "issue:31293", + "right": "issue:33263", + "accept": false, + "reason": "Internal hook firing and duplicate assistant replies are different symptoms and likely different code paths." + }, + { + "left": "issue:35796", + "right": "issue:64407", + "accept": false, + "reason": "Both are Windows onboarding/connectivity complaints, but the concrete failures are different." + }, + { + "left": "issue:34449", + "right": "issue:65971", + "accept": false, + "reason": "Both describe processing stalls, but the triggers and runtime contexts are not specific enough to unify them." + }, + { + "left": "issue:35300", + "right": "issue:43767", + "accept": false, + "reason": "Heartbeat delivery to Feishu and heartbeat lightContext/session-history loading are unrelated bugs." + }, + { + "left": "issue:30923", + "right": "issue:67798", + "accept": false, + "reason": "Both involve openai-codex/provider failures, but the root causes differ: routing/payload vs OAuth/Cloudflare rejection." + }, + { + "left": "issue:66260", + "right": "issue:66957", + "accept": false, + "reason": "Agent harness activation and provider-discovery delay are distinct startup problems." + }, + { + "left": "issue:53871", + "right": "issue:65915", + "accept": false, + "reason": "These are unrelated upgrade regressions affecting different subsystems." + }, + { + "left": "issue:65584", + "right": "issue:66679", + "accept": false, + "reason": "Cron exit hanging and chat-triggered tools not executing are different runtime issues." + }, + { + "left": "issue:66306", + "right": "issue:67803", + "accept": false, + "reason": "A stuck health-check UI and a run staying active after response delivery are separate lifecycle bugs." + }, + { + "left": "issue:68466", + "right": "issue:68643", + "accept": false, + "reason": "Dropped URL-containing messages after upgrade and wrong OpenRouter base URL are different defects." + }, + { + "left": "issue:57066", + "right": "issue:66958", + "accept": false, + "reason": "OpenRouter alias resolution and Telegram command-menu clearing do not share the same underlying issue." + }, + { + "left": "issue:65663", + "right": "issue:66424", + "accept": false, + "reason": "Both are auth/response failures, but the concrete causes are different." + }, + { + "left": "issue:33263", + "right": "issue:62678", + "accept": false, + "reason": "Duplicate assistant replies and unexpected text content are unrelated." + }, + { + "left": "issue:53878", + "right": "issue:67335", + "accept": false, + "reason": "Both involve macOS LaunchAgent management, but the specific breakage differs." + }, + { + "left": "issue:65517", + "right": "issue:67473", + "accept": false, + "reason": "Event-loop starvation and auto-compaction not firing are different embedded-runner bugs." + }, + { + "left": "issue:39549", + "right": "issue:64973", + "accept": false, + "reason": "Device signature reporting and macOS Talk Mode token mismatch are unrelated." + }, + { + "left": "issue:67670", + "right": "issue:67834", + "accept": false, + "reason": "Both mention openai-codex and Cloudflare, but one is a proxy JS challenge and the other is a bad base URL/empty models issue." + }, + { + "left": "issue:35763", + "right": "issue:68634", + "accept": false, + "reason": "Both touch approvals/pairing, but the specific failure modes are different." + }, + { + "left": "issue:52766", + "right": "issue:68254", + "accept": false, + "reason": "Gateway WebSocket timeout and Telegram Native Approvals pairing failure are both loopback/deployment issues, but not the same code-path problem." + }, + { + "left": "issue:17731", + "right": "issue:67056", + "accept": false, + "reason": "Slack thread context preservation and image-runtime header preservation are unrelated." + }, + { + "left": "issue:17924", + "right": "issue:67122", + "accept": false, + "reason": "Sandboxed-agent skill path translation and media-path blacklist enforcement are different path-handling bugs." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "The summary is mostly cautious, but the accepted soft-edge pair is too strong for the evidence in the packet. `issue:67135` and `issue:67667` are both about context/token accounting, yet the packet only shows different symptoms from the titles and does not ground a claim that they are the same bug. For this review, that pair should be treated as at most a plausible related issue, not an accepted duplicate. No PR-pair mergeability concerns apply because there are no PRs." + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 272, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:19598", + "issue:24662", + "issue:26103", + "issue:28222", + "issue:28423", + "issue:29367", + "issue:29809", + "issue:30242", + "issue:30314", + "issue:30320", + "issue:30818", + "issue:30833", + "issue:30908", + "issue:30971", + "issue:30981", + "issue:31486", + "issue:31514", + "issue:31544", + "issue:31710", + "issue:32245", + "issue:32678", + "issue:32712", + "issue:33043", + "issue:33179", + "issue:33456", + "issue:34331", + "issue:34472", + "issue:34631", + "issue:35859", + "issue:35860", + "issue:36882", + "issue:37315", + "issue:44610", + "issue:52039", + "issue:53354", + "issue:53643", + "issue:63219", + "issue:63992", + "issue:63997", + "issue:64202", + "issue:64341", + "issue:64385", + "issue:64524", + "issue:65974", + "issue:66409", + "issue:66708", + "issue:67026", + "issue:68028" + ], + "soft_pairs": [ + "issue:19598|issue:63219", + "issue:24662|issue:36882", + "issue:24662|issue:37315", + "issue:26103|issue:34472", + "issue:28222|issue:53643", + "issue:28423|issue:34631", + "issue:29367|issue:52039", + "issue:29809|issue:66409", + "issue:30242|issue:64341", + "issue:30314|issue:44610", + "issue:30320|issue:68028", + "issue:30818|issue:33179", + "issue:30818|issue:53354", + "issue:30833|issue:67026", + "issue:30908|issue:33456", + "issue:30971|issue:35859", + "issue:30981|issue:65974", + "issue:31486|issue:64524", + "issue:31514|issue:35860", + "issue:31544|issue:63992", + "issue:31710|issue:34331", + "issue:32245|issue:66708", + "issue:32678|issue:63997", + "issue:32712|issue:64202", + "issue:33043|issue:64385" + ], + "prepared_review_unit_hash": "bf556d1c7ca80b18398834cd9726149631e5607b9cd289879ad58a5164e63ccd", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 25, + "serialized_chars": 34689, + "estimated_input_tokens": 8673, + "estimated_eval_tokens": 17602 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "The cluster is highly heterogeneous and does not show a single underlying bug/change. All soft duplicate candidates are rejected as they span unrelated subsystems or only share broad symptoms like \u201cduplicate messages\u201d or \u201cimage handling.\u201d", + "confidence": 0.92, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": null, + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:19598", + "right": "issue:63219", + "accept": false, + "reason": "Feature request for Slack thread support is unrelated to the separate \"Mythos\" feature issue." + }, + { + "left": "issue:24662", + "right": "issue:36882", + "accept": false, + "reason": "Webchat image-paste delivery bug is not the same as exposing heartbeat prompts to users." + }, + { + "left": "issue:24662", + "right": "issue:37315", + "accept": false, + "reason": "Image-paste not sent to agent and cron delivered-status false positive are different failure modes." + }, + { + "left": "issue:26103", + "right": "issue:34472", + "accept": false, + "reason": "Both involve Google APIs, but one is provider rate-limit handling and the other is request-field incompatibility." + }, + { + "left": "issue:28222", + "right": "issue:53643", + "accept": false, + "reason": "Broken diagnostics-otel plugin and unstable skills list in Control UI are unrelated issues." + }, + { + "left": "issue:28423", + "right": "issue:34631", + "accept": false, + "reason": "Stale LaunchAgent entrypoint after update is unrelated to LINE webhook 404s." + }, + { + "left": "issue:29367", + "right": "issue:52039", + "accept": false, + "reason": "Subagent workspace inheritance bug is unrelated to the dialogue box punctuation complaint." + }, + { + "left": "issue:29809", + "right": "issue:66409", + "accept": false, + "reason": "Control UI origin rejection is not the same as the Chinese-language frequent-chat UI complaint." + }, + { + "left": "issue:30242", + "right": "issue:64341", + "accept": false, + "reason": "Thread-bound subagent \"no_active_run\" is a specific Discord issue; the other issue has no evidence of the same bug." + }, + { + "left": "issue:30314", + "right": "issue:44610", + "accept": false, + "reason": "Feishu cron group delivery bug and session stop after prompt-error are different code paths." + }, + { + "left": "issue:30320", + "right": "issue:68028", + "accept": false, + "reason": "Gateway wizard restart overwriting config is unrelated to Tavily SecretRef runtime validation failure." + }, + { + "left": "issue:30818", + "right": "issue:33179", + "accept": false, + "reason": "Both mention images in the UI, but one is paste upload to backend and the other is historical image reprocessing on session history." + }, + { + "left": "issue:30818", + "right": "issue:53354", + "accept": false, + "reason": "Image upload failure and slash-command interception are different webchat behaviors." + }, + { + "left": "issue:30833", + "right": "issue:67026", + "accept": false, + "reason": "CLI command registration failure via node dist/index.js is not the same as plugin-loading crashes in management commands." + }, + { + "left": "issue:30908", + "right": "issue:33456", + "accept": false, + "reason": "Duplicate plugin-id warning on restart and Feishu bot-info refetch after preflight are different startup issues." + }, + { + "left": "issue:30971", + "right": "issue:35859", + "accept": false, + "reason": "Telegram streaming disappearance and webchat forwarding to Telegram are unrelated symptoms." + }, + { + "left": "issue:30981", + "right": "issue:65974", + "accept": false, + "reason": "Signal group admin-setting bug is unrelated to the empty-title placeholder issue." + }, + { + "left": "issue:31486", + "right": "issue:64524", + "accept": false, + "reason": "Image tool custom-provider support and gateway exit on expired Claude auth are different provider/startup problems." + }, + { + "left": "issue:31514", + "right": "issue:35860", + "accept": false, + "reason": "Slack DM duplicate replies via reply_to_current and WebChat response multiplication are separate duplicate-message bugs in different channels." + }, + { + "left": "issue:31544", + "right": "issue:63992", + "accept": false, + "reason": "Poor warning text for unconfigured API key is unrelated to hardcoded DEFAULT_AGENT_ID in session-key writes." + }, + { + "left": "issue:31710", + "right": "issue:34331", + "accept": false, + "reason": "Discord provider restarts causing duplicates and TUI duplicate rendering after reconnect are different layers and likely different causes." + }, + { + "left": "issue:32245", + "right": "issue:66708", + "accept": false, + "reason": "Vertex embedded-run null-object failure is unrelated to Active Memory slowdown/termination." + }, + { + "left": "issue:32678", + "right": "issue:63997", + "accept": false, + "reason": "Feishu binding misrouting is unrelated to the empty bug report." + }, + { + "left": "issue:32712", + "right": "issue:64202", + "accept": false, + "reason": "Feishu quoted-card retrieval failure and Control UI CSS clipping are unrelated." + }, + { + "left": "issue:33043", + "right": "issue:64385", + "accept": false, + "reason": "Feishu TTS truncation and config file truncation are different truncation bugs affecting different paths." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 273, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:33048", + "issue:33120", + "issue:33157", + "issue:33272", + "issue:33451", + "issue:33527", + "issue:33639", + "issue:33880", + "issue:34111", + "issue:34253", + "issue:34308", + "issue:34415", + "issue:34472", + "issue:34528", + "issue:34582", + "issue:34621", + "issue:34992", + "issue:35023", + "issue:35039", + "issue:35181", + "issue:35227", + "issue:35476", + "issue:35560", + "issue:35655", + "issue:36056", + "issue:36410", + "issue:36838", + "issue:36987", + "issue:37028", + "issue:37457", + "issue:37564", + "issue:38826", + "issue:44610", + "issue:51175", + "issue:52488", + "issue:53523", + "issue:53547", + "issue:53917", + "issue:53982", + "issue:62967", + "issue:63611", + "issue:64707", + "issue:66637", + "issue:67629", + "issue:67858", + "issue:67919", + "issue:68696" + ], + "soft_pairs": [ + "issue:33048|issue:53547", + "issue:33120|issue:33639", + "issue:33157|issue:51175", + "issue:33272|issue:62967", + "issue:33451|issue:67919", + "issue:33527|issue:52488", + "issue:33639|issue:34621", + "issue:33880|issue:35655", + "issue:34111|issue:68696", + "issue:34253|issue:36987", + "issue:34308|issue:44610", + "issue:34415|issue:35227", + "issue:34472|issue:34528", + "issue:34582|issue:53982", + "issue:34992|issue:35181", + "issue:35023|issue:35039", + "issue:35476|issue:63611", + "issue:35560|issue:64707", + "issue:35655|issue:38826", + "issue:36056|issue:66637", + "issue:36410|issue:67858", + "issue:36838|issue:67629", + "issue:37028|issue:53917", + "issue:37457|issue:53547", + "issue:37564|issue:53523" + ], + "prepared_review_unit_hash": "c6fd73b3653620a35f1e4ce39ee3faacb15196ee2de01c5e507f64d29c439763", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 25, + "serialized_chars": 34251, + "estimated_input_tokens": 8563, + "estimated_eval_tokens": 17382 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "The candidate duplicate edges are all weak and mostly connect unrelated bugs that only share a broad subsystem or keyword. No PRs are present, and there is no clear canonical issue among these heterogeneous reports.", + "confidence": 0.97, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": null, + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:33048", + "right": "issue:53547", + "accept": false, + "reason": "SQLite binding regression vs workspace bootstrap-file loading; unrelated failure modes." + }, + { + "left": "issue:33120", + "right": "issue:33639", + "accept": false, + "reason": "Both are UI display bugs, but one is model selector state and the other is version labeling; different code paths." + }, + { + "left": "issue:33157", + "right": "issue:51175", + "accept": false, + "reason": "Token-missing redirect in Web UI vs OAuth 403 unsupported_country_region_territory; different auth problems." + }, + { + "left": "issue:33272", + "right": "issue:62967", + "accept": false, + "reason": "Both mention reasoning_effort, but one is custom-provider passthrough to unsupported endpoints and the other is a model-specific 400 on none." + }, + { + "left": "issue:33451", + "right": "issue:67919", + "accept": false, + "reason": "Legacy cron migration on load vs wiki bridge CLI plugin loading; no shared underlying bug." + }, + { + "left": "issue:33527", + "right": "issue:52488", + "accept": false, + "reason": "Tool-schema reporting mismatch vs missing operator.read scope; unrelated issues." + }, + { + "left": "issue:33639", + "right": "issue:34621", + "accept": false, + "reason": "Version display bug vs doctor warning wording; not the same defect." + }, + { + "left": "issue:33880", + "right": "issue:35655", + "accept": false, + "reason": "WhatsApp session spawning vs Telegram delivery-notification leakage; different channels and behavior." + }, + { + "left": "issue:34111", + "right": "issue:68696", + "accept": false, + "reason": "Nextcloud webhook omission vs empty placeholder issue title; no evidence of duplication." + }, + { + "left": "issue:34253", + "right": "issue:36987", + "accept": false, + "reason": "Feishu routing/binding failure vs reply-address formatting error; same integration, different concrete bug." + }, + { + "left": "issue:34308", + "right": "issue:44610", + "accept": false, + "reason": "Telegram inter-session reply routing vs session halting after prompt-error aborted; distinct session lifecycle failures." + }, + { + "left": "issue:34415", + "right": "issue:35227", + "accept": false, + "reason": "Discord file corruption on upload vs large model unresponsiveness/message loss; unrelated." + }, + { + "left": "issue:34472", + "right": "issue:34528", + "accept": false, + "reason": "Google API field incompatibility vs Feishu reaction message_id suffix 400s; unrelated endpoints and causes." + }, + { + "left": "issue:34582", + "right": "issue:53982", + "accept": false, + "reason": "WhatsApp UI/terminal delivery quirk vs Nextcloud Talk feature gating; not the same problem." + }, + { + "left": "issue:34992", + "right": "issue:35181", + "accept": false, + "reason": "Missing node:sqlite despite better-sqlite3 vs missing prebuilt GPU binary; both native-install related but different packages and failures." + }, + { + "left": "issue:35023", + "right": "issue:35039", + "accept": false, + "reason": "Thinking-block replay bug on turn 2 vs Telegram subagent spawning failure; different code paths." + }, + { + "left": "issue:35476", + "right": "issue:63611", + "accept": false, + "reason": "Ambiguous model selection across providers vs selection reverting to default on next Telegram message; different UI/state issues." + }, + { + "left": "issue:35560", + "right": "issue:64707", + "accept": false, + "reason": "Doctor injecting orphan config keys vs Feishu default account auto-creation; different config bugs." + }, + { + "left": "issue:35655", + "right": "issue:38826", + "accept": false, + "reason": "Failed delivery notifications leaking to group chats vs TTS NO_REPLY/internal token leakage; both leaks, but not the same content or path." + }, + { + "left": "issue:36056", + "right": "issue:66637", + "accept": false, + "reason": "Gateway origin-check rejection vs macOS remote browser-proxy failure; unrelated access problems." + }, + { + "left": "issue:36410", + "right": "issue:67858", + "accept": false, + "reason": "Provider sticking during retry loop vs fallback model persisting as sticky override; related area, but not clearly the same bug." + }, + { + "left": "issue:36838", + "right": "issue:67629", + "accept": false, + "reason": "Model-catalog feature request vs cron status identifier feature; unrelated enhancements." + }, + { + "left": "issue:37028", + "right": "issue:53917", + "accept": false, + "reason": "Feishu duplicate registration crash vs missing mediaLocalRoots in sendMediaFeishu; different Feishu bugs." + }, + { + "left": "issue:37457", + "right": "issue:53547", + "accept": false, + "reason": "State-dir path ignored for auto-created agent dirs vs workspace bootstrap files not loaded; separate path-resolution issues." + }, + { + "left": "issue:37564", + "right": "issue:53523", + "accept": false, + "reason": "Feishu dispatch log oddity vs Matrix gateway BUS crash; no shared underlying defect." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 274, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:37579", + "issue:39549", + "issue:43419", + "issue:49071", + "issue:50161", + "issue:51099", + "issue:51111", + "issue:51123", + "issue:51511", + "issue:51569", + "issue:52173", + "issue:52463", + "issue:52605", + "issue:53162", + "issue:53174", + "issue:53317", + "issue:53480", + "issue:53621", + "issue:53628", + "issue:53735", + "issue:53824", + "issue:53879", + "issue:53927", + "issue:55807", + "issue:57055", + "issue:57542", + "issue:58384", + "issue:59257", + "issue:63211", + "issue:63516", + "issue:63877", + "issue:64496", + "issue:64821", + "issue:65045", + "issue:65341", + "issue:65375", + "issue:65600", + "issue:66674", + "issue:66885", + "issue:67028", + "issue:67438", + "issue:67937", + "issue:67984", + "issue:68222", + "issue:68326", + "issue:68373", + "issue:68632", + "issue:68823" + ], + "soft_pairs": [ + "issue:37579|issue:67028", + "issue:39549|issue:65045", + "issue:43419|issue:67984", + "issue:49071|issue:63877", + "issue:50161|issue:68632", + "issue:51099|issue:51569", + "issue:51111|issue:67438", + "issue:51123|issue:53879", + "issue:51511|issue:52463", + "issue:51511|issue:68326", + "issue:52173|issue:53174", + "issue:52605|issue:65375", + "issue:53162|issue:67937", + "issue:53317|issue:68373", + "issue:53480|issue:68823", + "issue:53621|issue:53824", + "issue:53628|issue:65341", + "issue:53735|issue:68222", + "issue:53824|issue:63211", + "issue:53927|issue:64496", + "issue:53927|issue:64821", + "issue:55807|issue:66885", + "issue:57055|issue:65341", + "issue:57542|issue:63516", + "issue:58384|issue:66674", + "issue:59257|issue:65600" + ], + "prepared_review_unit_hash": "872fc58e187fd45a3ee5598382f67bd22a84a0a9c80235b7bf206efff0f92656", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 26, + "serialized_chars": 35526, + "estimated_input_tokens": 8882, + "estimated_eval_tokens": 18020 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This set looks like a grab bag of unrelated bug reports rather than one duplicate cluster. The soft pairs mostly share broad words (e.g. OAuth, QR, webhook, cron, install) but not the same concrete failure mode or code path.", + "confidence": 0.91, + "canonical_issue_reason": "No single issue is a clear canonical duplicate target for the whole set; if one representative is needed, issue 53317 is the strongest standalone bug report because it is specific, reproducible, and well-scoped.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 53317 is the best overall issue candidate: it has a concrete regression description, clear symptom ('fresh OAuth token overwritten with stale cached state on startup'), and strong triage value.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:37579", + "right": "issue:67028", + "accept": false, + "reason": "Both mention message loss/compaction-like symptoms, but one is about compaction safeguard triggering loss and the other is a WebChat display glitch; insufficient evidence they are the same underlying bug." + }, + { + "left": "issue:39549", + "right": "issue:65045", + "accept": false, + "reason": "Unrelated problems: device signature/dashboard report vs OpenAI Codex OAuth invalid_scope on macOS." + }, + { + "left": "issue:43419", + "right": "issue:67984", + "accept": false, + "reason": "Both are npm install failures, but one is a missing-Git/git-sourced dependency issue while the other is a version-specific install failure with no shared concrete root cause." + }, + { + "left": "issue:49071", + "right": "issue:63877", + "accept": false, + "reason": "Different domains and failure modes: duplicate workspaces vs Firecrawl HTTP search failure." + }, + { + "left": "issue:50161", + "right": "issue:68632", + "accept": false, + "reason": "Both involve SecretRefs, but one is doctor failing on exec SecretRefs with a resolved snapshot and the other is agents list on non-default install; not clearly the same bug." + }, + { + "left": "issue:51099", + "right": "issue:51569", + "accept": false, + "reason": "Sandbox image missing python3 is unrelated to OAuth proxy handling." + }, + { + "left": "issue:51111", + "right": "issue:67438", + "accept": false, + "reason": "Both are QR-login related, but they affect different channels (WhatsApp vs Feishu) and have different symptoms/root causes." + }, + { + "left": "issue:51123", + "right": "issue:53879", + "accept": false, + "reason": "Image-analysis MiniMax API 400 error is unrelated to Telegram media upload channel availability." + }, + { + "left": "issue:51511", + "right": "issue:52463", + "accept": false, + "reason": "Custom-agent hijacking and compaction UI leakage are both session/UI issues, but they are not the same underlying defect." + }, + { + "left": "issue:51511", + "right": "issue:68326", + "accept": false, + "reason": "Different problems: support assistant session hijack vs sub-agent provider defaulting to Bedrock." + }, + { + "left": "issue:52173", + "right": "issue:53174", + "accept": false, + "reason": "Both involve provider handling, but one is model switcher prefix concatenation and the other is a /btw tool schema error with ModelStudio." + }, + { + "left": "issue:52605", + "right": "issue:65375", + "accept": false, + "reason": "Both are webhook delivery issues, but they affect different integrations and different breakages (404 route vs blocked 200 response)." + }, + { + "left": "issue:53162", + "right": "issue:67937", + "accept": false, + "reason": "WhatsApp cron delivery/listener failure is unrelated to sequential probe timeouts across many accounts." + }, + { + "left": "issue:53317", + "right": "issue:68373", + "accept": false, + "reason": "Both mention cached/restore/startup regressions, but one is OAuth token state overwrite and the other is plugin restore dropping memory capability; different code paths." + }, + { + "left": "issue:53480", + "right": "issue:68823", + "accept": false, + "reason": "Discord session thinking-level regression is unrelated to quota-exhaustion deadlock." + }, + { + "left": "issue:53621", + "right": "issue:53824", + "accept": false, + "reason": "Both mention unknown channel resolution, but one is Discord allowFrom/sandbox explain and the other is isolated cron delivery after gateway restart; not enough to merge." + }, + { + "left": "issue:53628", + "right": "issue:65341", + "accept": false, + "reason": "No usable evidence for a shared bug; one is XDG_CONFIG_HOME substitution during skill install and the other has a blank title." + }, + { + "left": "issue:53735", + "right": "issue:68222", + "accept": false, + "reason": "Both concern Kimi models, but parameter loss during tool calls and sessions_yield interruptions are different failure modes." + }, + { + "left": "issue:53824", + "right": "issue:63211", + "accept": false, + "reason": "Unknown Channel after restart and exec-policy prompts are unrelated isolated-cron issues." + }, + { + "left": "issue:53927", + "right": "issue:64496", + "accept": false, + "reason": "BlueBubbles webhook 404 and a blank-titled issue do not provide enough evidence of duplication." + }, + { + "left": "issue:53927", + "right": "issue:64821", + "accept": false, + "reason": "Webhook 404 routing is unrelated to plugin-init-log corruption of tools.exec.security." + }, + { + "left": "issue:55807", + "right": "issue:66885", + "accept": false, + "reason": "Discord ACP thread rendering bugs and Telegram polling/announce timeouts are different channel-specific issues." + }, + { + "left": "issue:57055", + "right": "issue:65341", + "accept": false, + "reason": "Sandbox browser SSRF policy handling is unrelated to the blank-titled issue." + }, + { + "left": "issue:57542", + "right": "issue:63516", + "accept": false, + "reason": "Google Chat auth/appPrincipal behavior is unrelated to Telegram polling stalls." + }, + { + "left": "issue:58384", + "right": "issue:66674", + "accept": false, + "reason": "Both are provider/inference failures, but Ollama Cloud 401 and Codex HTML/rawError misreporting are different concrete problems." + }, + { + "left": "issue:59257", + "right": "issue:65600", + "accept": false, + "reason": "Both are session-state bugs, but one ignores model override and the other incorrectly keeps totalTokensFresh true; different state flags and behavior." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 275, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:62574", + "issue:62672", + "issue:63590", + "issue:63663", + "issue:64352", + "issue:64419", + "issue:64476", + "issue:64577", + "issue:64750", + "issue:64763", + "issue:64793", + "issue:64799", + "issue:64835", + "issue:64876", + "issue:65130", + "issue:65375", + "issue:65408", + "issue:65443", + "issue:65695", + "issue:65846", + "issue:66006", + "issue:66077", + "issue:66381", + "issue:66433", + "issue:66535", + "issue:66714", + "issue:66822", + "issue:66832", + "issue:66861", + "issue:66895", + "issue:66925", + "issue:67002", + "issue:67029", + "issue:67104", + "issue:67116", + "issue:67199", + "issue:67257", + "issue:67286", + "issue:67469", + "issue:67485", + "issue:67653", + "issue:67901", + "issue:67919", + "issue:68233", + "issue:68268", + "issue:68467", + "issue:68804", + "issue:68810" + ], + "soft_pairs": [ + "issue:62574|issue:67199", + "issue:62672|issue:65375", + "issue:63590|issue:66925", + "issue:63663|issue:66822", + "issue:64352|issue:65443", + "issue:64419|issue:65130", + "issue:64476|issue:65695", + "issue:64577|issue:68804", + "issue:64750|issue:65443", + "issue:64763|issue:67116", + "issue:64793|issue:66895", + "issue:64799|issue:68810", + "issue:64835|issue:66077", + "issue:64876|issue:66006", + "issue:64876|issue:66381", + "issue:65408|issue:67469", + "issue:65846|issue:67901", + "issue:66433|issue:67485", + "issue:66535|issue:67919", + "issue:66714|issue:67104", + "issue:66832|issue:67653", + "issue:66861|issue:67257", + "issue:67002|issue:68268", + "issue:67029|issue:68467", + "issue:67286|issue:68233" + ], + "prepared_review_unit_hash": "0ae24ef9698d6045366d46fde11280a103bb8a8e00ca0be725df1d3f788dc810", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 25, + "serialized_chars": 35100, + "estimated_input_tokens": 8775, + "estimated_eval_tokens": 17806 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "These are mostly unrelated bug reports spanning different features/subsystems. None of the soft pairs look like the same underlying issue, so I would not dedupe any of them together.", + "confidence": 0.93, + "canonical_issue_reason": "No single canonical issue: the items are separate bugs with different symptoms and code paths, and the soft pairs are only superficially similar.", + "canonical_pr_reason": null, + "best_issue_reason": "No best issue for deduping the rest; none of these issues is a convincing duplicate target for another item in the set.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:62574", + "right": "issue:67199", + "accept": false, + "reason": "Different products and failure modes: TTS provider registration vs model-default propagation into an embedded runner." + }, + { + "left": "issue:62672", + "right": "issue:65375", + "accept": false, + "reason": "Both mention 429s, but one is fallback error propagation in model routing while the other is a LINE webhook response-timing bug." + }, + { + "left": "issue:63590", + "right": "issue:66925", + "accept": false, + "reason": "Both are memory/plugin-slot related, but one is about dreaming becoming unreachable and the other about overwrite-only capability registration." + }, + { + "left": "issue:63663", + "right": "issue:66822", + "accept": false, + "reason": "One is an HTTP timeout issue for local inference; the other is a concurrency setting being ignored during Ollama indexing." + }, + { + "left": "issue:64352", + "right": "issue:65443", + "accept": false, + "reason": "Different channels and tools: WhatsApp media delivery vs Telegram TTS voice delivery." + }, + { + "left": "issue:64419", + "right": "issue:65130", + "accept": false, + "reason": "A config-truncation-on-boot bug is not the same as an update/install replacement failure." + }, + { + "left": "issue:64476", + "right": "issue:65695", + "accept": false, + "reason": "Different runtime paths: Windows RPC/timeouts vs Chrome CDP child-process connectivity." + }, + { + "left": "issue:64577", + "right": "issue:68804", + "accept": false, + "reason": "Slack slash-command blocking is unrelated to a LINE status-warning false positive." + }, + { + "left": "issue:64750", + "right": "issue:65443", + "accept": false, + "reason": "WhatsApp attachment loss and Telegram voice-reply delivery are distinct bugs in different integrations." + }, + { + "left": "issue:64763", + "right": "issue:67116", + "accept": false, + "reason": "This is a feature/config update request, not the same as a logs-follow default timezone feature request." + }, + { + "left": "issue:64793", + "right": "issue:66895", + "accept": false, + "reason": "UI timeout error handling is unrelated to failover-state persistence after primary recovery." + }, + { + "left": "issue:64799", + "right": "issue:68810", + "accept": false, + "reason": "Unknown-model resolution on macOS is unrelated to Windows gateway crashes/WebSocket delivery failures." + }, + { + "left": "issue:64835", + "right": "issue:66077", + "accept": false, + "reason": "Both touch memory search, but one is empty search results from vec0 shadow data and the other is CLI provider-resolution mismatch." + }, + { + "left": "issue:64876", + "right": "issue:66006", + "accept": false, + "reason": "Duplicate text in agent responses is unrelated to webchat auto-scroll behavior." + }, + { + "left": "issue:64876", + "right": "issue:66381", + "accept": false, + "reason": "Repeated text output is a different defect from message flicker/disappearance in WebChat." + }, + { + "left": "issue:65408", + "right": "issue:67469", + "accept": false, + "reason": "Token-rotation retry behavior is unrelated to persistence of Gemini replies in transcripts/history." + }, + { + "left": "issue:65846", + "right": "issue:67901", + "accept": false, + "reason": "CLI process exit behavior and bundled subagent command blocking are different issues." + }, + { + "left": "issue:66433", + "right": "issue:67485", + "accept": false, + "reason": "Both are upgrade regressions, but one is dependency removal breaking embeddings and the other is a missing bin symlink in nvm." + }, + { + "left": "issue:66535", + "right": "issue:67919", + "accept": false, + "reason": "Cancelable /compact behavior is unrelated to wiki bridge loading the active memory plugin." + }, + { + "left": "issue:66714", + "right": "issue:67104", + "accept": false, + "reason": "Both involve Telegram commands, but one is restart-time setMyCommands omission and the other is startup auto-resolution suppressing the command menu." + }, + { + "left": "issue:66832", + "right": "issue:67653", + "accept": false, + "reason": "Log redaction concerns and Windows Discord startup latency are unrelated." + }, + { + "left": "issue:66861", + "right": "issue:67257", + "accept": false, + "reason": "Compaction resume quality is unrelated to a Telegram plugin export/load failure." + }, + { + "left": "issue:67002", + "right": "issue:68268", + "accept": false, + "reason": "Independent workspaces per channel and friendly Telegram topic names are different features." + }, + { + "left": "issue:67029", + "right": "issue:68467", + "accept": false, + "reason": "Both are dreaming-related, but one is a permission/scope cleanup failure and the other is inline-mode output suppression." + }, + { + "left": "issue:67286", + "right": "issue:68233", + "accept": false, + "reason": "Cron exec-blocking and bootstrap file truncation do not share the same underlying bug." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 276, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:67598", + "issue:67681", + "issue:68513", + "issue:68633" + ], + "soft_pairs": [ + "issue:67598|issue:67681", + "issue:68513|issue:68633" + ], + "prepared_review_unit_hash": "0c0ff5e23ab7ac47e759ccbbab4fab453b554e76ad45fd74bad40e3d547d4df6", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 4, + "item_count": 4, + "soft_pair_count": 2, + "serialized_chars": 2988, + "estimated_input_tokens": 747, + "estimated_eval_tokens": 1750 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "These items do not form a duplicate cluster; they describe distinct bugs in cron agent behavior, delivery flags, model vision fallback, and control-ui attachment handling. The two soft edges are false positives based on superficial similarity only.", + "confidence": 0.96, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": "Issue 68513 is the clearest standalone report: it names a specific failure mode, the fallback mechanism involved, and a concrete user-visible symptom, making it the best representative if one must be chosen.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:67598", + "right": "issue:67681", + "accept": false, + "reason": "Different bugs: one is about cron payload.model override causing sessions to run on the agent primary, the other is duplicate replies despite --no-deliver. They affect different code paths and outcomes." + }, + { + "left": "issue:68513", + "right": "issue:68633", + "accept": false, + "reason": "Different layers and failures: 68513 is about vision fallback being ignored when the primary model lacks image support, while 68633 is about control-ui clearing attachments before WebSocket send on connection failure." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 2, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-12515-4", + "nodes": [ + "issue:12515", + "issue:12517", + "issue:12534", + "issue:12543" + ], + "soft_pairs": [ + "issue:12515|issue:12517", + "issue:12515|issue:12534", + "issue:12515|issue:12543", + "issue:12517|issue:12534", + "issue:12517|issue:12543", + "issue:12534|issue:12543" + ], + "prepared_review_unit_hash": "16b77a20317e72ab73d7ab34cf2878b1807ec08f29740963b6956105dea122ea", + "component_budget": { + "node_count": 4, + "item_count": 4, + "soft_pair_count": 6, + "serialized_chars": 4460, + "estimated_input_tokens": 1115, + "estimated_eval_tokens": 2486 + }, + "budget": { + "node_count": 4, + "item_count": 4, + "soft_pair_count": 6, + "serialized_chars": 4460, + "estimated_input_tokens": 1115, + "estimated_eval_tokens": 2486 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These four items are not duplicates; they are distinct security issues in different components and with different failure modes. The cluster appears to be loose semantic similarity only.", + "confidence": 0.97, + "canonical_issue_reason": "No single canonical issue fits well: the reports cover unrelated vulnerabilities in separate areas (agent RCE, plugin process isolation, Nostr config takeover, and hardcoded OAuth credentials).", + "canonical_pr_reason": null, + "best_issue_reason": "No best issue for deduplication purposes; none of these issues appears to represent the same underlying bug as the others.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:12515", + "right": "issue:12517", + "accept": false, + "reason": "Different problems: one is unsandboxed RCE via a flag, the other is lateral movement from a shared process model." + }, + { + "left": "issue:12515", + "right": "issue:12534", + "accept": false, + "reason": "Different components and attack paths: coding agent execution vs unauthenticated config modification in Nostr channel." + }, + { + "left": "issue:12515", + "right": "issue:12543", + "accept": false, + "reason": "RCE/vulnerability in agent workflow is unrelated to leaked hardcoded OAuth credentials in source code." + }, + { + "left": "issue:12517", + "right": "issue:12534", + "accept": false, + "reason": "Shared-process plugin isolation issue is not the same as unauthenticated Nostr-based configuration takeover." + }, + { + "left": "issue:12517", + "right": "issue:12543", + "accept": false, + "reason": "These describe different security classes: process isolation/lateral movement versus source-code credential exposure." + }, + { + "left": "issue:12534", + "right": "issue:12543", + "accept": false, + "reason": "One is remote config takeover through Nostr, the other is hardcoded OAuth secrets; no shared underlying bug." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 3, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-21329-2", + "nodes": [ + "issue:21329", + "issue:55358" + ], + "soft_pairs": [ + "issue:21329|issue:55358" + ], + "prepared_review_unit_hash": "4d3e515af1e46096cf6dd278887a0b9875ca133912a17d258d47c62b4a960f71", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1586, + "estimated_input_tokens": 397, + "estimated_eval_tokens": 1050 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1586, + "estimated_input_tokens": 397, + "estimated_eval_tokens": 1050 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Both issues concern Slack message truncation, but they describe different symptoms and likely different code paths: one is about streamed output being split/truncated even with streaming disabled, while the other is a hard 160-character cutoff for Slack DM inbound messages from a human to a bot.", + "confidence": 0.83, + "canonical_issue_reason": "Issue #55358 is the more specific and actionable report, with a clear reproduction condition and exact 160-character threshold.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue #55358 is the best representative for the cluster because it states a concrete Slack truncation bug rather than a broader streaming-related symptom.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:21329", + "right": "issue:55358", + "accept": false, + "reason": "Related Slack truncation symptoms, but the reported behavior differs materially: one is streaming-related split/truncation, the other is an exact-length inbound DM cutoff. Not enough evidence they are the same underlying bug." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 4, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-23414-2", + "nodes": [ + "issue:23414", + "issue:53548" + ], + "soft_pairs": [ + "issue:23414|issue:53548" + ], + "prepared_review_unit_hash": "2071da8f24a195b76e40ddccd3287bcd79f031690241a7367c32392a6d5c8222", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1590, + "estimated_input_tokens": 398, + "estimated_eval_tokens": 1052 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1590, + "estimated_input_tokens": 398, + "estimated_eval_tokens": 1052 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "The two issues are related in topic and wording, but the packet only supports loose overlap around session mode and thread binding, not a confident duplicate call. Issue 23414 is the stronger anchor because it contains the fuller symptom and impact description; 53548 is better treated as a related, shorter report rather than the same bug.", + "confidence": 0.68, + "canonical_issue_reason": "Issue 23414 is the clearest anchor because it explains the failure mode and downstream impact in more detail. That said, the evidence is only soft similarity, so I would avoid labeling 53548 as a confirmed duplicate.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 23414 is the best representative issue for the cluster because it has the most concrete reproduction context and describes the broader user impact most clearly.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:23414", + "right": "issue:53548", + "accept": false, + "reason": "The evidence is too weak for a duplicate merge: the packet shows only soft similarity, with deterministic_accept=false and low Jaccard overlap, so this looks more like related reports than the same underlying bug." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "The cluster is plausibly related, but the verdict is too strong for the packet. The only evidence is soft similarity between two issue titles/bodies, and the pair is explicitly non-deterministic (deterministic_accept=false, jaccard\u22480.22). Calling issue:53548 a duplicate or saying both are the same bug report overstates what is grounded in the packet. Please downgrade to a more cautious relationship or leave it unmerged." + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 5, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-26734-2", + "nodes": [ + "issue:26734", + "issue:34241" + ], + "soft_pairs": [ + "issue:26734|issue:34241" + ], + "prepared_review_unit_hash": "b625a0831990c058851a2918bdd5c9d6373d960f43d7bd4089335a75885d9a28", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1633, + "estimated_input_tokens": 409, + "estimated_eval_tokens": 1074 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1633, + "estimated_input_tokens": 409, + "estimated_eval_tokens": 1074 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These two issues describe different bugs: one is about bootstrap.md being applied to sub-agents and overwriting identity, while the other is about intermittent missing tool calls after switching models/providers. They share only a vague runtime/agent context, not the same underlying defect.", + "confidence": 0.94, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": "issue #34241 is the stronger standalone report: it names a specific failure mode, model/provider context, and symptom, making it more actionable and easier to reproduce than the broader identity-wipe report.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:26734", + "right": "issue:34241", + "accept": false, + "reason": "Different underlying problems: identity/bootstrap contamination in sub-agents vs. intermittent no-tool behavior after a model/provider switch. They do not look like the same bug." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 6, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-27314-2", + "nodes": [ + "issue:27314", + "issue:27919" + ], + "soft_pairs": [ + "issue:27314|issue:27919" + ], + "prepared_review_unit_hash": "c0c8b7649ee9c106111377e6bbc9353f1c8a7b93e1f52550c10a77baf3dcfcf5", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1611, + "estimated_input_tokens": 403, + "estimated_eval_tokens": 1062 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1611, + "estimated_input_tokens": 403, + "estimated_eval_tokens": 1062 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Both issues describe destructive behavior in openclaw\u2019s configure flow, but one is a specific Telegram-channel setup failure while the other is a broader configure/doctor workspace overwrite bug; they overlap, but I wouldn\u2019t treat them as the same underlying issue without stronger evidence.", + "confidence": 0.74, + "canonical_issue_reason": "issue #27919 is the better canonical issue because it states the core failure mode more generally and concretely: configure/doctor silently overwrites workspace files without backup.", + "canonical_pr_reason": null, + "best_issue_reason": "issue #27919 is the best representative for the cluster since it captures the broader destructive workspace-overwrite behavior that could encompass the more specific Telegram-channel report.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:27314", + "right": "issue:27919", + "accept": false, + "reason": "Related destructive configure behavior, but the reports are not clearly the same bug: #27314 is about Telegram-channel setup destroying workspace/session/memory state, while #27919 is specifically about overwriting workspace files in configure/doctor." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 7, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-28191-5", + "nodes": [ + "issue:28191", + "issue:30893", + "issue:32348", + "issue:35113", + "issue:63912" + ], + "soft_pairs": [ + "issue:28191|issue:35113", + "issue:30893|issue:35113", + "issue:32348|issue:63912", + "issue:35113|issue:63912" + ], + "prepared_review_unit_hash": "15030ebdf8a8bf3f6dd073e5f0b9c54fc0e0e7cd7707c09dccb3165c235ee7c2", + "component_budget": { + "node_count": 5, + "item_count": 5, + "soft_pair_count": 4, + "serialized_chars": 4388, + "estimated_input_tokens": 1097, + "estimated_eval_tokens": 2450 + }, + "budget": { + "node_count": 5, + "item_count": 5, + "soft_pair_count": 4, + "serialized_chars": 4388, + "estimated_input_tokens": 1097, + "estimated_eval_tokens": 2450 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These issues are all about Gateway restart/crash-loop behavior, but they describe different triggers and failure modes: port conflict, gateway.bind vs serve-mode incompatibility, SIGTERM during agent-session restart, missing gateway.mode, and a general fail-fast concern. They are related, but not duplicates of the same underlying bug.", + "confidence": 0.9, + "canonical_issue_reason": "issue:35113 is the clearest representative of the cluster\u2019s core problem: a Gateway crash-loop caused by an invalid gateway.bind configuration while in serve mode. It is specific, actionable, and sits in the same family as the other reports without being overly broad.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:35113 best captures the shared theme and the concrete configuration mismatch most likely to anchor triage, while still being narrow enough to distinguish it from the other restart-loop variants.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:28191", + "right": "issue:35113", + "accept": false, + "reason": "Both mention crash-loops, but one is about port conflict/fail-fast behavior and the other about serve-mode plus non-loopback bind. Different triggers and likely different fixes." + }, + { + "left": "issue:30893", + "right": "issue:35113", + "accept": false, + "reason": "Closely related Gateway bind/serve configuration issues, but 30893 is about rejecting conflicting config changes, not the runtime crash-loop described in 35113." + }, + { + "left": "issue:32348", + "right": "issue:63912", + "accept": false, + "reason": "Both are restart-loop reports, but the causes differ: SIGTERM during agent-session restart versus missing gateway.mode. Not the same underlying bug." + }, + { + "left": "issue:35113", + "right": "issue:63912", + "accept": false, + "reason": "Shared Gateway restart-storm symptom, but 35113 is about bind/serve mismatch while 63912 is about an unset mode causing low-resource-host instability. Different root causes." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 8, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-28872-3", + "nodes": [ + "issue:28872", + "issue:32601", + "issue:64311" + ], + "soft_pairs": [ + "issue:28872|issue:32601", + "issue:28872|issue:64311" + ], + "prepared_review_unit_hash": "7160afc84f47af0465ec5bafb8c282ec3fe12507fbf0c795fc060bd767c07f92", + "component_budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 2513, + "estimated_input_tokens": 629, + "estimated_eval_tokens": 1514 + }, + "budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 2513, + "estimated_input_tokens": 629, + "estimated_eval_tokens": 1514 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These issues are thematically related feature requests about state/session behavior across chat platforms, but they describe different scopes: guild-scoped Discord sessions, per-channel sessions, and cross-channel shared memory. I would not merge any of the soft pairs as duplicates.", + "confidence": 0.74, + "canonical_issue_reason": "issue:64311 is the best representative because it is the broadest and still-open request, covering multi-channel shared memory across Discord/Telegram-style platforms. It captures the general problem space better than the more Discord-specific session-scope requests, though it is not the same request.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:64311 is the strongest standalone issue to keep as the umbrella request: it is open, broader in scope, and likely more useful as the long-term tracking issue for multi-channel memory/session behavior.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:28872", + "right": "issue:32601", + "accept": false, + "reason": "Both are Discord session-scope requests, but one is guild-scoped and the other is per-channel. Those are adjacent ideas, not the same underlying bug or feature." + }, + { + "left": "issue:28872", + "right": "issue:64311", + "accept": false, + "reason": "Guild-scoped Discord sessions are a specific session-routing request; cross-channel shared memory is a broader memory model change. They overlap conceptually but are not duplicates." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 9, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-29087-4", + "nodes": [ + "issue:29087", + "issue:53321", + "issue:53330", + "issue:53331" + ], + "soft_pairs": [ + "issue:29087|issue:53321", + "issue:29087|issue:53330", + "issue:53321|issue:53330", + "issue:53330|issue:53331" + ], + "prepared_review_unit_hash": "e461f0e9d6df9f2bef263514085aa301a8ef03f9982995166403c9ab224cf9f3", + "component_budget": { + "node_count": 4, + "item_count": 4, + "soft_pair_count": 4, + "serialized_chars": 3735, + "estimated_input_tokens": 934, + "estimated_eval_tokens": 2124 + }, + "budget": { + "node_count": 4, + "item_count": 4, + "soft_pair_count": 4, + "serialized_chars": 3735, + "estimated_input_tokens": 934, + "estimated_eval_tokens": 2124 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "The only likely duplicate pair is the two session-split feature requests (53321 and 53330). The idle-aware auto-compaction request (29087) and the auto-ack during compaction request (53331) are related to compaction/context handling but describe different behaviors and should stay separate.", + "confidence": 0.91, + "canonical_issue_reason": "Issue 53321 is the earliest and most specific version of the near-identical auto session split request; 53330 is just a wording variant.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 53321 is the best representative of the only true duplicate cluster in this set because it clearly states the session-split behavior tied to the context window limit.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:29087", + "right": "issue:53321", + "accept": false, + "reason": "Different features: idle-aware auto-compaction during downtime vs auto session split near the context limit." + }, + { + "left": "issue:29087", + "right": "issue:53330", + "accept": false, + "reason": "Related to context management, but one is compaction-on-idle and the other is automatic session splitting; not the same change." + }, + { + "left": "issue:53321", + "right": "issue:53330", + "accept": true, + "reason": "Near-identical feature request wording; both ask for automatic session splitting as context usage approaches the limit." + }, + { + "left": "issue:53330", + "right": "issue:53331", + "accept": false, + "reason": "Different concrete behavior: session splitting versus auto-acknowledging during compaction." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet: 53321 and 53330 are the clearly matching pair by title and timing, while 29087 and 53331 are different behaviors. The soft-edge verdicts are appropriately conservative overall, and the canonical/representative choice of 53321 as the earlier request is supported." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 10, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-29677-3", + "nodes": [ + "issue:29677", + "issue:31303", + "issue:36090" + ], + "soft_pairs": [ + "issue:29677|issue:31303", + "issue:31303|issue:36090" + ], + "prepared_review_unit_hash": "51997c423a5b753d2697393dbc7995551069a3eefe124dc36f89130f26afb36c", + "component_budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 2521, + "estimated_input_tokens": 631, + "estimated_eval_tokens": 1518 + }, + "budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 2521, + "estimated_input_tokens": 631, + "estimated_eval_tokens": 1518 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Two issues describe the same WhatsApp reaction context bug (messageId not exposed/passed to the agent), while the third is a different WhatsApp reaction failure involving a missing participant field.", + "confidence": 0.87, + "canonical_issue_reason": "issue #31303 is the clearest root-cause description: reactions fail because messageId is not passed into agent context. It is more specific and general than #29677, which frames the symptom as inability to update reactions dynamically.", + "canonical_pr_reason": null, + "best_issue_reason": "#31303 is the best canonical issue because it states the concrete missing-data problem directly and covers the same reaction-update failure described in #29677.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:29677", + "right": "issue:31303", + "accept": true, + "reason": "Both report the same WhatsApp reaction bug: messageId is not available to the agent, preventing reaction updates. The wording differs, but the underlying defect is the same." + }, + { + "left": "issue:31303", + "right": "issue:36090", + "accept": false, + "reason": "#36090 is about WhatsApp group reactions failing when the participant field is omitted, which is a different input/validation path than missing messageId in agent context." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet. #29677 and #31303 both point to the same WhatsApp reaction/messageId context issue, and treating #36090 as a separate participant-field bug is conservative and supported by its title. No evidence is overstated." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 11, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-30303-2", + "nodes": [ + "issue:30303", + "issue:67228" + ], + "soft_pairs": [ + "issue:30303|issue:67228" + ], + "prepared_review_unit_hash": "6090cfa6ac8b9ab3acb458bd6e382e1fbab5f8efc7f938b7a2d30fb8bf587ab9", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1595, + "estimated_input_tokens": 399, + "estimated_eval_tokens": 1054 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1595, + "estimated_input_tokens": 399, + "estimated_eval_tokens": 1054 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These are not duplicates: #30303 is a specific bug report about websocket proxy routing being ignored during channel login in CN networks, while #67228 is a broader feature request for per-provider/per-channel proxy support in the gateway.", + "confidence": 0.95, + "canonical_issue_reason": "#30303 is the more concrete, bug-specific report with a clear failure mode and context; it best represents the cluster if one issue must be chosen.", + "canonical_pr_reason": null, + "best_issue_reason": "#30303 is the best issue candidate because it describes an actionable, narrowly scoped defect rather than a broad enhancement request.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:30303", + "right": "issue:67228", + "accept": false, + "reason": "Different underlying problems: one is an observed websocket handshake timeout caused by proxy routing not being honored, the other is a general feature request for configurable proxy support. They are related in theme but not the same bug/change." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 12, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-30398-2", + "nodes": [ + "issue:30398", + "issue:37097" + ], + "soft_pairs": [ + "issue:30398|issue:37097" + ], + "prepared_review_unit_hash": "3897b7c811cf9b7719eb4bea86bc446a29f9ed3a41ac51b2e9b94d2e9bb5f9fb", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1592, + "estimated_input_tokens": 398, + "estimated_eval_tokens": 1052 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1592, + "estimated_input_tokens": 398, + "estimated_eval_tokens": 1052 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Both issues concern thinking/effort configuration not being respected, but they appear to describe different manifestations: a general per-model `params.thinking` override bug vs a specific `params.effort` problem for Claude Opus 4.6 with `thinking: adaptive`. Likely related, but not the same underlying defect with enough certainty to merge.", + "confidence": 0.78, + "canonical_issue_reason": "Issue #30398 is the broader, clearer bug report: per-model `params.thinking` is silently ignored and the default wins, which better captures the core configuration override failure.", + "canonical_pr_reason": null, + "best_issue_reason": "#30398 is the best representative because it states the more general symptom and is less model-specific, making it a better canonical issue for the family of thinking-override failures.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:30398", + "right": "issue:37097", + "accept": false, + "reason": "They share a broad theme around thinking/effort settings, but one is about `params.thinking` being ignored generally while the other is a specific `params.effort`/Claude Opus 4.6 adaptive case; not enough evidence they are the same underlying bug." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 13, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-30685-2", + "nodes": [ + "issue:30685", + "issue:41577" + ], + "soft_pairs": [ + "issue:30685|issue:41577" + ], + "prepared_review_unit_hash": "1d88854c9139ed577494c6c1c89b0a4b38cb38d7413676bf969cec1ad1bb3281", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1650, + "estimated_input_tokens": 413, + "estimated_eval_tokens": 1082 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1650, + "estimated_input_tokens": 413, + "estimated_eval_tokens": 1082 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These two issues are thematically related to subagent/runtime tool availability, but they describe different missing capabilities: one is a cross-lane tool surface mismatch for session_status, the other is spawned subagents missing browser/web tools despite allowlists. They do not look like the same underlying bug.", + "confidence": 0.92, + "canonical_issue_reason": "Issue 30685 is the broader, more general report of a lane-specific tool-surface mismatch, so it is the better anchor if these were grouped.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 30685 is the better representative issue because it frames the problem at the systemic level rather than a single browser-tool symptom.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:30685", + "right": "issue:41577", + "accept": false, + "reason": "Related area, but not the same bug: one concerns session_status being unavailable in a subagent lane, the other concerns browser/web tools not being provisioned to spawned subagents. Different tools, different failure mode." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 14, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-30714-7", + "nodes": [ + "issue:30714", + "issue:35179", + "issue:64588", + "issue:64655", + "issue:65483", + "issue:67229", + "issue:67563" + ], + "soft_pairs": [ + "issue:30714|issue:64655", + "issue:35179|issue:65483", + "issue:64588|issue:65483", + "issue:64655|issue:65483", + "issue:64655|issue:67229", + "issue:64655|issue:67563", + "issue:67229|issue:67563" + ], + "prepared_review_unit_hash": "086d98d26be65facf05a380b82a40754e567c6c762e0bdc6f442605abc0bb211", + "component_budget": { + "node_count": 7, + "item_count": 7, + "soft_pair_count": 7, + "serialized_chars": 6702, + "estimated_input_tokens": 1676, + "estimated_eval_tokens": 3608 + }, + "budget": { + "node_count": 7, + "item_count": 7, + "soft_pair_count": 7, + "serialized_chars": 6702, + "estimated_input_tokens": 1676, + "estimated_eval_tokens": 3608 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These items are not duplicates; they span unrelated feature requests and one routing bug across different subsystems. The strongest standalone issue is the Telegram Topics session-isolation request because it is concrete and narrowly scoped.", + "confidence": 0.95, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": "Issue 65483 is the most representative standalone request: it is specific, actionable, and clearly scoped to Telegram session isolation.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:30714", + "right": "issue:64655", + "accept": false, + "reason": "Different features: cross-channel message sync between web/Feishu vs agent proactively sending images. Same broad messaging domain, but not the same change." + }, + { + "left": "issue:35179", + "right": "issue:65483", + "accept": false, + "reason": "One is a Telegram routing bug (sender_id vs bot_account_id), the other is a Telegram Topics feature request. Same platform, different problem." + }, + { + "left": "issue:64588", + "right": "issue:65483", + "accept": false, + "reason": "Cross-session memory sharing for multi-agent collaboration is unrelated to Telegram topic/session isolation." + }, + { + "left": "issue:64655", + "right": "issue:65483", + "accept": false, + "reason": "Proactive image sending and Telegram Topics are distinct capabilities; no shared code-path problem is evident." + }, + { + "left": "issue:64655", + "right": "issue:67229", + "accept": false, + "reason": "Image sending vs distributed compute architecture are unrelated feature requests." + }, + { + "left": "issue:64655", + "right": "issue:67563", + "accept": false, + "reason": "Proactive image sending and streaming tool-progress rendering are different UI/interaction features." + }, + { + "left": "issue:67229", + "right": "issue:67563", + "accept": false, + "reason": "Distributed compute packaging and progress rendering address separate parts of the system." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 15, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-30760-2", + "nodes": [ + "issue:30760", + "issue:53447" + ], + "soft_pairs": [ + "issue:30760|issue:53447" + ], + "prepared_review_unit_hash": "8c9c6bce00c234a6ce813ac28dfd91038a1d451b4c4859963e46ee680e119f89", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1578, + "estimated_input_tokens": 395, + "estimated_eval_tokens": 1046 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1578, + "estimated_input_tokens": 395, + "estimated_eval_tokens": 1046 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These issues are closely related and both concern thread/session inheritance of `modelByChannel`, but the evidence is only title-level, so they should be treated as likely duplicates rather than definitively the same bug.", + "confidence": 0.76, + "canonical_issue_reason": "Issue #53447 is the clearer and more current statement of the problem: it explicitly names thread sessions and the parent channel\u2019s `modelByChannel` override.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue #53447 is the best issue to keep because it is open and most precisely describes the behavior expected for threads.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:30760", + "right": "issue:53447", + "accept": false, + "reason": "Likely related, but the packet only provides title-level soft similarity. Both mention inheriting `modelByChannel` for threads, yet there is not enough body-level evidence to confidently say they are the same underlying bug." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "The conclusion is a bit too strong for the packet. The only evidence here is title-level soft similarity, and the pair is not deterministically accepted. It is reasonable to say the issues are closely related and both concern thread inheritance of `modelByChannel`, but saying they are the same underlying bug / effectively identical overstates the evidence. Please soften the soft-edge verdict to something like \u201clikely related\u201d or \u201cprobably duplicate,\u201d unless you have body-level support." + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 16, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-31013-4", + "nodes": [ + "issue:31013", + "issue:31435", + "issue:41518", + "issue:53305" + ], + "soft_pairs": [ + "issue:31013|issue:41518", + "issue:31435|issue:41518", + "issue:31435|issue:53305", + "issue:41518|issue:53305" + ], + "prepared_review_unit_hash": "e90088130603c72810f706d83181ffb973e3ee8b7cc34f69eb23162da57e357f", + "component_budget": { + "node_count": 4, + "item_count": 4, + "soft_pair_count": 4, + "serialized_chars": 3821, + "estimated_input_tokens": 956, + "estimated_eval_tokens": 2168 + }, + "budget": { + "node_count": 4, + "item_count": 4, + "soft_pair_count": 4, + "serialized_chars": 3821, + "estimated_input_tokens": 956, + "estimated_eval_tokens": 2168 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These issues are thematically related around memory/compaction lifecycle hooks, but they describe different feature requests with different trigger points and scopes. None of the soft pairs look like true duplicates.", + "confidence": 0.91, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": "issue:53305 is the broadest and most current open request, covering session-end flushing plus periodic flushing for long-lived sessions.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:31013", + "right": "issue:41518", + "accept": false, + "reason": "Post-compaction automatic file reread is a different lifecycle hook and outcome than a session-end memory flush/post-session callback." + }, + { + "left": "issue:31435", + "right": "issue:41518", + "accept": false, + "reason": "Pre-compaction memoryFlush threshold/audit changes are distinct from a session-end flush hook; they target different timing and behavior." + }, + { + "left": "issue:31435", + "right": "issue:53305", + "accept": false, + "reason": "31435 is about pre-compaction flush policy and auditing, while 53305 asks for session-end and periodic flushes in long-lived sessions." + }, + { + "left": "issue:41518", + "right": "issue:53305", + "accept": false, + "reason": "Both mention session-end flushing, but 53305 additionally requires periodic flushing and is scoped to long-lived thread sessions, so they are not the same change." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 17, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-31130-2", + "nodes": [ + "issue:31130", + "issue:36583" + ], + "soft_pairs": [], + "prepared_review_unit_hash": "b20a61e3e7c209b540489d26c43e2813754e777c38164ff524876ddb90c1fc00", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 0, + "serialized_chars": 1233, + "estimated_input_tokens": 309, + "estimated_eval_tokens": 874 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 0, + "serialized_chars": 1233, + "estimated_input_tokens": 309, + "estimated_eval_tokens": 874 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These two issues appear to describe the same Slack feature request: per-channel override of replyToMode. The open issue is the better canonical thread.", + "confidence": 0.98, + "canonical_issue_reason": "Issue #36583 is the newer open request with the same feature wording and likely serves as the active tracking thread.", + "canonical_pr_reason": null, + "best_issue_reason": "#36583 is the best issue candidate because it is open, specific, and matches the same underlying request as the closed duplicate.", + "best_pr_reason": null, + "soft_edge_verdicts": [] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 18, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-31348-2", + "nodes": [ + "issue:31348", + "issue:31354" + ], + "soft_pairs": [ + "issue:31348|issue:31354" + ], + "prepared_review_unit_hash": "e1c01347ab86d655f4d47e96f92c32c04d6fa3f65eb9e0c4f8b963aa69f8e092", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1573, + "estimated_input_tokens": 394, + "estimated_eval_tokens": 1044 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1573, + "estimated_input_tokens": 394, + "estimated_eval_tokens": 1044 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These look like related session-event/run reliability issues, but they describe different failure modes: one is about outbound reply routing for webchat sessions, the other about retrying failed session-event runs instead of dropping an immediate wake. I would keep them separate.", + "confidence": 0.88, + "canonical_issue_reason": "Issue 31348 is the more concrete bug report with a specific user-facing symptom (outbound replies not routing for webchat sessions), making it a better canonical representative for this cluster.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 31348 is the best single issue because it is the clearest, most specific description of the underlying behavior and is easier to anchor triage against than the broader retry/failure wording in 31354.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:31348", + "right": "issue:31354", + "accept": false, + "reason": "They share the same general session-event area, but the problems are different: routing outbound replies vs retrying failed wakes. Similar subsystem, not the same underlying bug." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 19, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-31931-3", + "nodes": [ + "issue:31931", + "issue:31933", + "issue:53379" + ], + "soft_pairs": [ + "issue:31931|issue:31933", + "issue:31933|issue:53379" + ], + "prepared_review_unit_hash": "fe083a29b6843508cb78a7c6b79ca1f9493d8e6314da22f30984923769f2847c", + "component_budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 2530, + "estimated_input_tokens": 633, + "estimated_eval_tokens": 1522 + }, + "budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 2530, + "estimated_input_tokens": 633, + "estimated_eval_tokens": 1522 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These are three unrelated issue reports, with only superficial cron/delivery vocabulary overlap between 31933 and 53379. No soft edge should be merged as a duplicate.", + "confidence": 0.96, + "canonical_issue_reason": "No single true canonical duplicate is evident because the cluster is heterogeneous; if one issue must be selected as the representative bug report, 31933 is the clearest standalone failure report.", + "canonical_pr_reason": null, + "best_issue_reason": "31933 is the strongest issue artifact overall: it describes a specific, reproducible timeout failure with a clear root symptom. The other issues target different code paths and concerns.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:31931", + "right": "issue:31933", + "accept": false, + "reason": "Different subsystems and failure modes: sandbox config field loss vs cron announce timeout. Shared wording is too broad to indicate the same underlying bug." + }, + { + "left": "issue:31933", + "right": "issue:53379", + "accept": false, + "reason": "Both mention cron delivery, but one is about a hardcoded timeout and the other about requiring a to field with multiple channels. These are separate behaviors, not the same bug." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 20, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-31994-3", + "nodes": [ + "issue:31994", + "issue:32496", + "issue:51372" + ], + "soft_pairs": [ + "issue:31994|issue:51372", + "issue:31994|issue:32496" + ], + "prepared_review_unit_hash": "e176448fe7c23cc067b8ab94244e5913811d438e44bccf75dea55eb1b2ff851d", + "component_budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 2510, + "estimated_input_tokens": 628, + "estimated_eval_tokens": 1512 + }, + "budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 2510, + "estimated_input_tokens": 628, + "estimated_eval_tokens": 1512 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "The cluster is mostly about provider-specific context caching support. Issue 51372 is the broadest representative; issue 31994 is a narrower Moonshot-specific caching request, while 32496 is unrelated parameter support and should not be clustered with the caching issues.", + "confidence": 0.91, + "canonical_issue_reason": "51372 is the clearest umbrella request for context caching support, with a concrete provider API reference and broader scope than the Moonshot-specific prompt_cache_key request.", + "canonical_pr_reason": null, + "best_issue_reason": "51372 best represents the shared theme of context caching feature support across providers; 31994 is a narrower variant, and 32496 is off-topic for this cluster.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:31994", + "right": "issue:51372", + "accept": false, + "reason": "Related only at a high level: both involve caching, but they target different providers and different APIs (Moonshot prompt_cache_key vs Gemini cachedContents). Not the same underlying change." + }, + { + "left": "issue:31994", + "right": "issue:32496", + "accept": false, + "reason": "Different feature areas entirely: context caching support versus frequency/presence penalty parameters. No shared underlying bug or implementation change." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 21, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-32023-3", + "nodes": [ + "issue:32023", + "issue:32930", + "issue:32940" + ], + "soft_pairs": [ + "issue:32023|issue:32930", + "issue:32930|issue:32940" + ], + "prepared_review_unit_hash": "1fd24967da1e624cfccc8ccfd47bb7de6fa8fe312ac12dd972f7a025a8d867df", + "component_budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 2552, + "estimated_input_tokens": 638, + "estimated_eval_tokens": 1532 + }, + "budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 2552, + "estimated_input_tokens": 638, + "estimated_eval_tokens": 1532 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "32930 is the strongest issue to anchor the Feishu card-content reading topic, but the link to 32023 is only suggestive from titles and soft similarity, not enough to confidently call them the same defect. 32940 remains separate: it concerns outbound card formatting, not reading card content. No PRs are present.", + "confidence": 0.65, + "canonical_issue_reason": "32930 is the broadest and clearest statement of the Feishu interactive-card reading problem, but the evidence for folding 32023 into it is only moderate, so the duplicate call should stay tentative.", + "canonical_pr_reason": null, + "best_issue_reason": "32930 is the best single issue for tracking the card-content retrieval topic because it describes the underlying behavior more generally than 32023, though the cluster evidence is not strong enough to prove a duplicate relationship.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:32023", + "right": "issue:32930", + "accept": false, + "reason": "The titles point to a related Feishu interactive-card symptom, but the packet only provides soft_similarity and no stronger evidence that both describe the exact same underlying bug or code path. Related, but not safe to merge as duplicates." + }, + { + "left": "issue:32930", + "right": "issue:32940", + "accept": false, + "reason": "These target different directions of the Feishu card flow: 32930 is about reading existing card content via im.message.get, while 32940 is about adding a legacy card format option for quotable/forwardable bot responses. Different change and problem scope." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "The main linkage is plausible from the titles, but the writeup overstates what the packet supports. We only have soft_similarity between 32023 and 32930, not enough to assert they are the same underlying defect or that 32023 is merely a specific scenario of 32930. The separation from 32940 looks conservative, but the positive verdict and summary should be phrased more tentatively." + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 22, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-32041-2", + "nodes": [ + "issue:32041", + "issue:63341" + ], + "soft_pairs": [ + "issue:32041|issue:63341" + ], + "prepared_review_unit_hash": "dc3255429d225857c7e15a481a9a64728ce5c3606f4a70a1107e4aed97790852", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1582, + "estimated_input_tokens": 396, + "estimated_eval_tokens": 1048 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1582, + "estimated_input_tokens": 396, + "estimated_eval_tokens": 1048 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These two closed Telegram feature issues are related at a broad product level, but they do not clearly describe the same concrete change. One is specifically about migrating draft streaming to the native sendMessageDraft API, while the other asks for saveMessage API support for native streaming replies.", + "confidence": 0.62, + "canonical_issue_reason": "Issue #32041 is the more concrete and implementation-oriented request, with a specific API target and Bot API version context, so it is the better canonical issue for this cluster.", + "canonical_pr_reason": null, + "best_issue_reason": "#32041 best represents the underlying Telegram change request because it is narrower and more actionable than the generic saveMessage support ask in #63341.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:32041", + "right": "issue:63341", + "accept": false, + "reason": "Both mention Telegram streaming-related features, but they target different APIs/scopes (sendMessageDraft draft migration vs saveMessage native streaming replies). That is not enough to treat them as the same underlying bug/change." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 23, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-32057-3", + "nodes": [ + "issue:32057", + "issue:65131", + "issue:67238" + ], + "soft_pairs": [ + "issue:32057|issue:65131", + "issue:65131|issue:67238" + ], + "prepared_review_unit_hash": "0eb0225947b58c89cf13dfae25bbdf852a794a25fa37cbc1424ce4e50e51e3ba", + "component_budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 2498, + "estimated_input_tokens": 625, + "estimated_eval_tokens": 1506 + }, + "budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 2498, + "estimated_input_tokens": 625, + "estimated_eval_tokens": 1506 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These issues cluster around unwanted system-generated messages appearing in UI chat views, but they are not clearly the same concrete bug. The broadest and best central issue is the Control UI feature request to hide system messages; the heartbeat-specific request is a narrower variant, and the TUI pre-compaction memory-flush report is a separate UI/path and likely a different symptom.", + "confidence": 0.83, + "canonical_issue_reason": "Issue 65131 is the broadest and most central statement of the underlying user need: hide system messages in the Control UI chat window. It can encompass narrower examples like heartbeat polling messages.", + "canonical_pr_reason": null, + "best_issue_reason": "65131 best represents the shared theme and is the most reusable parent for deduping related reports about system messages being shown to users.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:32057", + "right": "issue:65131", + "accept": false, + "reason": "Related at a high level, but one is a TUI bug about pre-compaction memory-flush messages and the other is a Control UI feature request. Different surface and likely different code path." + }, + { + "left": "issue:65131", + "right": "issue:67238", + "accept": false, + "reason": "Both concern hiding system-generated messages, but 67238 is specifically about heartbeat polling messages. Without clearer evidence they are the same concrete bug/change, keep them separate." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 24, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-32404-2", + "nodes": [ + "issue:32404", + "issue:51660" + ], + "soft_pairs": [ + "issue:32404|issue:51660" + ], + "prepared_review_unit_hash": "4c2b195025e37e5b5f284e5bf2959dd8e9d20bee57f338340af09dcfbd7612fb", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1579, + "estimated_input_tokens": 395, + "estimated_eval_tokens": 1046 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1579, + "estimated_input_tokens": 395, + "estimated_eval_tokens": 1046 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These are related permission/umask topics, but they are not the same underlying issue: 32404 is a specific fs-safe bug hardcoding 0600 and bypassing umask/default ACLs, while 51660 is a broader feature request for configurable permissions on agent-created files.", + "confidence": 0.93, + "canonical_issue_reason": "Issue 32404 is the more canonical anchor for the exact bug: it names the concrete code path and the specific permission mistake.", + "canonical_pr_reason": null, + "best_issue_reason": "32404 is the best representative of the narrow, actionable defect; 51660 is broader and would not be fixed by the same precise change.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:32404", + "right": "issue:51660", + "accept": false, + "reason": "Related area, but not the same bug/change: one is a specific fs-safe mode bug, the other is a general feature request for configurable file permissions." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 25, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-32431-3", + "nodes": [ + "issue:32431", + "issue:35058", + "issue:64658" + ], + "soft_pairs": [ + "issue:35058|issue:64658", + "issue:32431|issue:35058" + ], + "prepared_review_unit_hash": "c40e0fbfd21e0dc61ea4ec78b6a446cf4166e297a04b5057cbf39fa62118ca36", + "component_budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 2537, + "estimated_input_tokens": 635, + "estimated_eval_tokens": 1526 + }, + "budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 2537, + "estimated_input_tokens": 635, + "estimated_eval_tokens": 1526 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "The three issues are related around announcement delivery behavior, but they do not describe the same concrete change. #35058 and #64658 are only loosely similar, while #32431 is a narrower request about main-only delivery for isolated cron jobs.", + "confidence": 0.82, + "canonical_issue_reason": "#35058 is the best cluster representative because it is the broadest and most central announcement-routing request in the set, but it should be treated as the umbrella issue rather than a confirmed duplicate target.", + "canonical_pr_reason": null, + "best_issue_reason": "#35058 is the strongest issue to anchor the cluster because it directly addresses sub-agent announcement routing and is broader than the more specific wording in the other two issues.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:35058", + "right": "issue:64658", + "accept": false, + "reason": "Both involve sub-agent announcements, but one is about routing completions to a specific channel/session and the other is about disabling auto-announce to channel. That is related work, not clearly the same underlying change." + }, + { + "left": "issue:32431", + "right": "issue:35058", + "accept": false, + "reason": "They share a general delivery/announcement theme, but #32431 is specifically about isolated cron jobs and main-only delivery, while #35058 is about sub-agent completion routing. They are not the same concrete request." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "#35058 and #64658 are only linked by soft similarity, and the packet gives no explicit issue links or body evidence showing they are the same concrete change. Their titles overlap around sub-agent announcements, but one asks for routing to a specific channel/session while the other asks to disable auto-announce to channel, so treating them as the same feature request is a bit strong. #32431 being non-merged is appropriately conservative, but the 35058\u219464658 match should be downgraded to related/possible duplicate rather than accepted as the same underlying bugfix." + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 26, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-32448-2", + "nodes": [ + "issue:32448", + "issue:68169" + ], + "soft_pairs": [ + "issue:32448|issue:68169" + ], + "prepared_review_unit_hash": "ff776741e1383d21e4d69241ce918f692f386b36907c14797c94b3292e7cff36", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1662, + "estimated_input_tokens": 416, + "estimated_eval_tokens": 1088 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1662, + "estimated_input_tokens": 416, + "estimated_eval_tokens": 1088 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Two related PATH-resolution issues, but they target different concrete paths and likely different code paths, so they should not be deduplicated as the same bug.", + "confidence": 0.79, + "canonical_issue_reason": "issue:68169 is the more specific root-cause report: it names the Linux service PATH resolver, the exact wrong directory, and the correct modern fnm path. issue:32448 is a broader symptom report about doctor --fix adding stale PATH entries.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:68169 is the best representative issue because it pinpoints the resolver mismatch and the expected fix more directly than the broader PATH-cleanup complaint in issue:32448.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:32448", + "right": "issue:68169", + "accept": false, + "reason": "Both mention non-existent PATH entries, but 32448 is about doctor --fix adding ~/.npm-global/bin and ~/.nvm/current/bin, while 68169 is specifically about the Linux fnm resolver using $FNM_DIR/current/bin instead of aliases/default/bin. Related class, not the same underlying bug." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 27, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-32495-2", + "nodes": [ + "issue:32495", + "issue:68248" + ], + "soft_pairs": [ + "issue:32495|issue:68248" + ], + "prepared_review_unit_hash": "c8ea57ad779db29c729addc34c8820497bbdfd1f2c28e5d20361ad35e40f08fb", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1566, + "estimated_input_tokens": 392, + "estimated_eval_tokens": 1040 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1566, + "estimated_input_tokens": 392, + "estimated_eval_tokens": 1040 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These two issues are related only at a broad Control UI level, but they request different features: switching between agents vs. customizing agent avatars/favicon. They should not be treated as duplicates.", + "confidence": 0.97, + "canonical_issue_reason": "No canonical duplicate issue here; the requests are about different user-facing features and do not share the same underlying problem.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 32495 is the older and more discussed report, but it is not a suitable canonical for 68248 because the feature request is different in scope and intent.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:32495", + "right": "issue:68248", + "accept": false, + "reason": "Different feature requests in Control UI: agent switching versus avatar/favicon customization. Similar subsystem, but not the same underlying issue." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 28, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-32513-3", + "nodes": [ + "issue:32513", + "issue:37082", + "issue:64792" + ], + "soft_pairs": [ + "issue:32513|issue:64792", + "issue:32513|issue:37082" + ], + "prepared_review_unit_hash": "3c153a75de3222ddf72f516625e3bbc1e7d665e9d6f7ae0339192a2211a02626", + "component_budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 2440, + "estimated_input_tokens": 610, + "estimated_eval_tokens": 1476 + }, + "budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 2440, + "estimated_input_tokens": 610, + "estimated_eval_tokens": 1476 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These are three separate feature requests: auto-retry on timeout, adding an --agent option to a command, and adaptive reasoning that escalates on repeated failures. The only apparent overlap is between the two retry/adaptation ideas, but they target different behaviors and failure signals, so they should not be clustered as duplicates.", + "confidence": 0.88, + "canonical_issue_reason": "issue:32513 is the clearest, most concrete feature request of the set, with a specific runtime behavior change (auto-retry on timeout).", + "canonical_pr_reason": null, + "best_issue_reason": "issue:32513 is the best representative issue because it is well-scoped and explicitly describes the underlying behavior change, unlike the other two which are either unrelated or broader/less directly tied to timeout handling.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:32513", + "right": "issue:64792", + "accept": false, + "reason": "Both discuss adaptive behavior after failures, but one is specifically retry-on-timeout while the other is auto-escalating reasoning on repeated failures; different trigger and different fix." + }, + { + "left": "issue:32513", + "right": "issue:37082", + "accept": false, + "reason": "The --agent option request is a CLI configuration feature and does not describe the same underlying timeout/retry change." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 29, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-32906-4", + "nodes": [ + "issue:32906", + "issue:32908", + "issue:32917", + "issue:32921" + ], + "soft_pairs": [ + "issue:32906|issue:32908", + "issue:32908|issue:32921", + "issue:32917|issue:32921" + ], + "prepared_review_unit_hash": "0d4211978884f7e923f4e09ee11d3926819557acb534b5bcc40656f44012f62c", + "component_budget": { + "node_count": 4, + "item_count": 4, + "soft_pair_count": 3, + "serialized_chars": 3346, + "estimated_input_tokens": 837, + "estimated_eval_tokens": 1930 + }, + "budget": { + "node_count": 4, + "item_count": 4, + "soft_pair_count": 3, + "serialized_chars": 3346, + "estimated_input_tokens": 837, + "estimated_eval_tokens": 1930 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These are four unrelated feature requests: startup config validation, smart merge protection, gateway auto-recovery watchdog, and backup/restore. They share a general theme of reliability but not the same underlying change or bug, so they should not be clustered as duplicates.", + "confidence": 0.96, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": null, + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:32906", + "right": "issue:32908", + "accept": false, + "reason": "Both are configuration-related, but one is about validating config on startup while the other is about protecting configuration merges; different problem and different expected fix." + }, + { + "left": "issue:32908", + "right": "issue:32921", + "accept": false, + "reason": "Merge protection and backup/restore address different workflows and failure modes; they are not the same feature request." + }, + { + "left": "issue:32917", + "right": "issue:32921", + "accept": false, + "reason": "Gateway auto-recovery watchdog and backup/restore are separate resilience features with different code paths and outcomes." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 30, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-32910-4", + "nodes": [ + "issue:32910", + "issue:33654", + "issue:65812", + "issue:67197" + ], + "soft_pairs": [ + "issue:32910|issue:65812", + "issue:32910|issue:33654", + "issue:32910|issue:67197" + ], + "prepared_review_unit_hash": "dbafd0973c46d44be86106a369707513be0b74c73386417137e09b0e88369e41", + "component_budget": { + "node_count": 4, + "item_count": 4, + "soft_pair_count": 3, + "serialized_chars": 3352, + "estimated_input_tokens": 838, + "estimated_eval_tokens": 1932 + }, + "budget": { + "node_count": 4, + "item_count": 4, + "soft_pair_count": 3, + "serialized_chars": 3352, + "estimated_input_tokens": 838, + "estimated_eval_tokens": 1932 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "All four issues appear to be variations of the same feature request around model fallback handling: surfacing fallback to the user and/or via a system event, with one issue also adding system prompt re-injection.", + "confidence": 0.83, + "canonical_issue_reason": "issue:65812 is the most comprehensive statement of the shared request, covering both user notification and system prompt re-injection on model fallback, so it best represents the cluster.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:65812 is the best global representative because it subsumes the other reports\u2019 narrower wording (notify on fallback / inject system event / silent UX gap) and describes the fullest intended behavior.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:32910", + "right": "issue:65812", + "accept": true, + "reason": "Both describe the same underlying model-fallback feature; 65812 is the broader version of the same request." + }, + { + "left": "issue:32910", + "right": "issue:33654", + "accept": true, + "reason": "\u201cInject system event on model fallback\u201d and \u201cnotify on model fallback\u201d are different phrasings of the same fallback-signal feature." + }, + { + "left": "issue:32910", + "right": "issue:67197", + "accept": true, + "reason": "Both target user/system notification when fallback occurs, with 67197 explicitly describing the same silent-fallback gap." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The analyst summary is grounded in the packet: all four issue titles clearly concern model fallback, with 65812 adding user notification and system prompt re-injection. The soft-edge acceptances are conservative and consistent with the limited evidence available from titles/metadata." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 31, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-32977-16", + "nodes": [ + "issue:32977", + "issue:65953", + "issue:66250", + "issue:66264", + "issue:66270", + "issue:67217", + "issue:67383", + "issue:67384", + "issue:67385", + "issue:67386", + "issue:67387", + "issue:67388", + "issue:67389", + "issue:67390", + "issue:67391", + "issue:67392" + ], + "soft_pairs": [ + "issue:32977|issue:65953", + "issue:32977|issue:66250", + "issue:32977|issue:67383", + "issue:32977|issue:67384", + "issue:32977|issue:67385", + "issue:65953|issue:66250", + "issue:65953|issue:67383", + "issue:65953|issue:67384", + "issue:65953|issue:67385", + "issue:66250|issue:66264", + "issue:66250|issue:67383", + "issue:66250|issue:67384", + "issue:66264|issue:66270", + "issue:66270|issue:67217", + "issue:67383|issue:67384", + "issue:67383|issue:67385", + "issue:67384|issue:67385", + "issue:66250|issue:67385", + "issue:32977|issue:67386", + "issue:65953|issue:67386", + "issue:66250|issue:67386", + "issue:67383|issue:67386", + "issue:67384|issue:67386", + "issue:32977|issue:67387", + "issue:65953|issue:67387", + "issue:66250|issue:67387", + "issue:67383|issue:67387", + "issue:67384|issue:67387", + "issue:32977|issue:67388", + "issue:65953|issue:67388", + "issue:66250|issue:67388", + "issue:67383|issue:67388", + "issue:67384|issue:67388", + "issue:32977|issue:67389", + "issue:65953|issue:67389", + "issue:66250|issue:67389", + "issue:67383|issue:67389", + "issue:67384|issue:67389", + "issue:32977|issue:67390", + "issue:65953|issue:67390", + "issue:66250|issue:67390", + "issue:67383|issue:67390", + "issue:67384|issue:67390", + "issue:32977|issue:67391", + "issue:65953|issue:67391", + "issue:66250|issue:67391", + "issue:67383|issue:67391", + "issue:67384|issue:67391", + "issue:32977|issue:67392", + "issue:65953|issue:67392", + "issue:66250|issue:67392", + "issue:67383|issue:67392", + "issue:67384|issue:67392" + ], + "prepared_review_unit_hash": "c94570286fc713294a672dd0eb2f153c40a6fb45a25bd241d0e4489951fc428c", + "component_budget": { + "node_count": 16, + "item_count": 16, + "soft_pair_count": 53, + "serialized_chars": 25845, + "estimated_input_tokens": 6462, + "estimated_eval_tokens": 13180 + }, + "budget": { + "node_count": 16, + "item_count": 16, + "soft_pair_count": 53, + "serialized_chars": 25845, + "estimated_input_tokens": 6462, + "estimated_eval_tokens": 13180 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "This cluster is dominated by placeholder/test issues with almost no body content, so the apparent similarity is not enough to treat them as duplicates. I\u2019d keep the most descriptive issue as the representative, but overall confidence is low.", + "confidence": 0.18, + "canonical_issue_reason": "Issue 66264 is the most specific and scoped (`[v1.x.x] ... UPDATED`) among mostly bare `test`/`Bug` placeholders.", + "canonical_pr_reason": null, + "best_issue_reason": "Same as canonical: it has the richest title signal and is the least generic of the set.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:32977", + "right": "issue:65953", + "accept": false, + "reason": "Reject: only generic `test` similarity; no concrete shared bug details." + }, + { + "left": "issue:32977", + "right": "issue:66250", + "accept": false, + "reason": "Reject: title overlap is too weak to show the same underlying issue." + }, + { + "left": "issue:32977", + "right": "issue:67383", + "accept": false, + "reason": "Reject: generic placeholder issues with no substantive evidence of duplication." + }, + { + "left": "issue:32977", + "right": "issue:67384", + "accept": false, + "reason": "Reject: generic placeholder issues with no substantive evidence of duplication." + }, + { + "left": "issue:32977", + "right": "issue:67385", + "accept": false, + "reason": "Reject: generic placeholder issues with no substantive evidence of duplication." + }, + { + "left": "issue:65953", + "right": "issue:66250", + "accept": false, + "reason": "Reject: only weak title similarity; bodies provide no shared defect signal." + }, + { + "left": "issue:65953", + "right": "issue:67383", + "accept": false, + "reason": "Reject: generic placeholder issues with no substantive evidence of duplication." + }, + { + "left": "issue:65953", + "right": "issue:67384", + "accept": false, + "reason": "Reject: generic placeholder issues with no substantive evidence of duplication." + }, + { + "left": "issue:65953", + "right": "issue:67385", + "accept": false, + "reason": "Reject: generic placeholder issues with no substantive evidence of duplication." + }, + { + "left": "issue:66250", + "right": "issue:66264", + "accept": false, + "reason": "Reject: these look like different vague bug/test entries, not the same concrete bug." + }, + { + "left": "issue:66250", + "right": "issue:67383", + "accept": false, + "reason": "Reject: title similarity alone is not enough to merge these as duplicates." + }, + { + "left": "issue:66250", + "right": "issue:67384", + "accept": false, + "reason": "Reject: title similarity alone is not enough to merge these as duplicates." + }, + { + "left": "issue:66264", + "right": "issue:66270", + "accept": false, + "reason": "Reject: both are bug-labeled, but the titles are too generic and distinct to prove one bug." + }, + { + "left": "issue:66270", + "right": "issue:67217", + "accept": false, + "reason": "Reject: too little detail to say these are the same underlying issue." + }, + { + "left": "issue:67383", + "right": "issue:67384", + "accept": false, + "reason": "Reject: both are bare `test` issues; no concrete shared bug/change." + }, + { + "left": "issue:67383", + "right": "issue:67385", + "accept": false, + "reason": "Reject: both are bare `test` issues; no concrete shared bug/change." + }, + { + "left": "issue:67384", + "right": "issue:67385", + "accept": false, + "reason": "Reject: both are bare `test` issues; no concrete shared bug/change." + }, + { + "left": "issue:66250", + "right": "issue:67385", + "accept": false, + "reason": "Reject: only weak title-level similarity, not enough for duplicate status." + }, + { + "left": "issue:32977", + "right": "issue:67386", + "accept": false, + "reason": "Reject: generic placeholder issues with no substantive evidence of duplication." + }, + { + "left": "issue:65953", + "right": "issue:67386", + "accept": false, + "reason": "Reject: generic placeholder issues with no substantive evidence of duplication." + }, + { + "left": "issue:66250", + "right": "issue:67386", + "accept": false, + "reason": "Reject: only weak title-level similarity, not enough for duplicate status." + }, + { + "left": "issue:67383", + "right": "issue:67386", + "accept": false, + "reason": "Reject: both are bare `test` issues; no concrete shared bug/change." + }, + { + "left": "issue:67384", + "right": "issue:67386", + "accept": false, + "reason": "Reject: both are bare `test` issues; no concrete shared bug/change." + }, + { + "left": "issue:32977", + "right": "issue:67387", + "accept": false, + "reason": "Reject: generic placeholder issues with no substantive evidence of duplication." + }, + { + "left": "issue:65953", + "right": "issue:67387", + "accept": false, + "reason": "Reject: generic placeholder issues with no substantive evidence of duplication." + }, + { + "left": "issue:66250", + "right": "issue:67387", + "accept": false, + "reason": "Reject: only weak title-level similarity, not enough for duplicate status." + }, + { + "left": "issue:67383", + "right": "issue:67387", + "accept": false, + "reason": "Reject: both are bare `test` issues; no concrete shared bug/change." + }, + { + "left": "issue:67384", + "right": "issue:67387", + "accept": false, + "reason": "Reject: both are bare `test` issues; no concrete shared bug/change." + }, + { + "left": "issue:32977", + "right": "issue:67388", + "accept": false, + "reason": "Reject: generic placeholder issues with no substantive evidence of duplication." + }, + { + "left": "issue:65953", + "right": "issue:67388", + "accept": false, + "reason": "Reject: generic placeholder issues with no substantive evidence of duplication." + }, + { + "left": "issue:66250", + "right": "issue:67388", + "accept": false, + "reason": "Reject: only weak title-level similarity, not enough for duplicate status." + }, + { + "left": "issue:67383", + "right": "issue:67388", + "accept": false, + "reason": "Reject: both are bare `test` issues; no concrete shared bug/change." + }, + { + "left": "issue:67384", + "right": "issue:67388", + "accept": false, + "reason": "Reject: both are bare `test` issues; no concrete shared bug/change." + }, + { + "left": "issue:32977", + "right": "issue:67389", + "accept": false, + "reason": "Reject: generic placeholder issues with no substantive evidence of duplication." + }, + { + "left": "issue:65953", + "right": "issue:67389", + "accept": false, + "reason": "Reject: generic placeholder issues with no substantive evidence of duplication." + }, + { + "left": "issue:66250", + "right": "issue:67389", + "accept": false, + "reason": "Reject: only weak title-level similarity, not enough for duplicate status." + }, + { + "left": "issue:67383", + "right": "issue:67389", + "accept": false, + "reason": "Reject: both are bare `test` issues; no concrete shared bug/change." + }, + { + "left": "issue:67384", + "right": "issue:67389", + "accept": false, + "reason": "Reject: both are bare `test` issues; no concrete shared bug/change." + }, + { + "left": "issue:32977", + "right": "issue:67390", + "accept": false, + "reason": "Reject: generic placeholder issues with no substantive evidence of duplication." + }, + { + "left": "issue:65953", + "right": "issue:67390", + "accept": false, + "reason": "Reject: generic placeholder issues with no substantive evidence of duplication." + }, + { + "left": "issue:66250", + "right": "issue:67390", + "accept": false, + "reason": "Reject: only weak title-level similarity, not enough for duplicate status." + }, + { + "left": "issue:67383", + "right": "issue:67390", + "accept": false, + "reason": "Reject: both are bare `test` issues; no concrete shared bug/change." + }, + { + "left": "issue:67384", + "right": "issue:67390", + "accept": false, + "reason": "Reject: both are bare `test` issues; no concrete shared bug/change." + }, + { + "left": "issue:32977", + "right": "issue:67391", + "accept": false, + "reason": "Reject: generic placeholder issues with no substantive evidence of duplication." + }, + { + "left": "issue:65953", + "right": "issue:67391", + "accept": false, + "reason": "Reject: generic placeholder issues with no substantive evidence of duplication." + }, + { + "left": "issue:66250", + "right": "issue:67391", + "accept": false, + "reason": "Reject: only weak title-level similarity, not enough for duplicate status." + }, + { + "left": "issue:67383", + "right": "issue:67391", + "accept": false, + "reason": "Reject: both are bare `test` issues; no concrete shared bug/change." + }, + { + "left": "issue:67384", + "right": "issue:67391", + "accept": false, + "reason": "Reject: both are bare `test` issues; no concrete shared bug/change." + }, + { + "left": "issue:32977", + "right": "issue:67392", + "accept": false, + "reason": "Reject: generic placeholder issues with no substantive evidence of duplication." + }, + { + "left": "issue:65953", + "right": "issue:67392", + "accept": false, + "reason": "Reject: generic placeholder issues with no substantive evidence of duplication." + }, + { + "left": "issue:66250", + "right": "issue:67392", + "accept": false, + "reason": "Reject: only weak title-level similarity, not enough for duplicate status." + }, + { + "left": "issue:67383", + "right": "issue:67392", + "accept": false, + "reason": "Reject: both are bare `test` issues; no concrete shared bug/change." + }, + { + "left": "issue:67384", + "right": "issue:67392", + "accept": false, + "reason": "Reject: both are bare `test` issues; no concrete shared bug/change." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 32, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-33021-2", + "nodes": [ + "issue:33021", + "issue:67057" + ], + "soft_pairs": [ + "issue:33021|issue:67057" + ], + "prepared_review_unit_hash": "c75ead25b9871029456062629f7287486e04324308395e42f8b0928aebeb6cf3", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1626, + "estimated_input_tokens": 407, + "estimated_eval_tokens": 1070 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1626, + "estimated_input_tokens": 407, + "estimated_eval_tokens": 1070 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These two issues both mention Telegram, but they describe different problems: one is duplicate group-message reception, the other is a dreaming-narrative feature causing severe communication blockage. They should not be merged as duplicates.", + "confidence": 0.97, + "canonical_issue_reason": "No clear canonical issue for the pair: the reports describe different underlying bugs and are not duplicate variants of the same failure mode.", + "canonical_pr_reason": null, + "best_issue_reason": "If one issue must be chosen as the cluster representative, issue 33021 is the more concrete bug report (duplicate message reception) and reads like a narrower, easier-to-triage problem.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:33021", + "right": "issue:67057", + "accept": false, + "reason": "Different underlying issues: duplicate Telegram group message receipt vs. Telegram communication blockage from a dream-related feature. Same app area, but not the same bug." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 33, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-33094-2", + "nodes": [ + "issue:33094", + "issue:33095" + ], + "soft_pairs": [ + "issue:33094|issue:33095" + ], + "prepared_review_unit_hash": "745e9563b6f460704c843eec6367da87e407b5ec261d8e6585595c2c71f004d5", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1515, + "estimated_input_tokens": 379, + "estimated_eval_tokens": 1014 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1515, + "estimated_input_tokens": 379, + "estimated_eval_tokens": 1014 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These are two distinct feature requests in the same area of agent orchestration, but they describe different underlying capabilities: QoS/priority control vs interrupt and wall broadcast. They should not be deduplicated.", + "confidence": 0.97, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": null, + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:33094", + "right": "issue:33095", + "accept": false, + "reason": "Different requested features with different user-visible behavior and implementation goals; shared theme of agent control is too broad to treat as the same issue." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 34, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-33219-9", + "nodes": [ + "issue:33219", + "issue:33424", + "issue:34630", + "issue:34903", + "issue:34912", + "issue:35005", + "issue:36983", + "issue:37114", + "issue:37550" + ], + "soft_pairs": [ + "issue:33219|issue:37114", + "issue:33424|issue:34630", + "issue:34630|issue:36983", + "issue:34630|issue:37114", + "issue:34630|issue:34912", + "issue:34630|issue:35005", + "issue:34903|issue:35005", + "issue:34903|issue:36983", + "issue:34912|issue:35005", + "issue:35005|issue:36983", + "issue:35005|issue:37114", + "issue:36983|issue:37114", + "issue:36983|issue:37550" + ], + "prepared_review_unit_hash": "68e6fc6a4cca66ace4b522bc3771d9689aa66cb06e579a9c1b853dd2652dd312", + "component_budget": { + "node_count": 9, + "item_count": 9, + "soft_pair_count": 13, + "serialized_chars": 10012, + "estimated_input_tokens": 2503, + "estimated_eval_tokens": 5262 + }, + "budget": { + "node_count": 9, + "item_count": 9, + "soft_pair_count": 13, + "serialized_chars": 10012, + "estimated_input_tokens": 2503, + "estimated_eval_tokens": 5262 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "This cluster is mixed: there is a TalkOverlayView crash family and a separate overlay-controller present() exclusivity crash family. I would keep the controller umbrella issue as canonical, and only merge the clearly same-code-path TalkOverlayView duplicates plus the TalkOverlayController.present() pair.", + "confidence": 0.81, + "canonical_issue_reason": "33424 is the best umbrella representative for the controller-present crash family: its title explicitly covers both TalkOverlayController.present() and VoiceWakeOverlayController.present(), and it reads like the fix/summary issue for that bug set.", + "canonical_pr_reason": null, + "best_issue_reason": "33424 is the clearest single issue to keep because it is broad, concrete, and spans the controller-side crash variants. The TalkOverlayView reports look like a separate bug family rather than the same duplicate.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:33219", + "right": "issue:37114", + "accept": false, + "reason": "Different code paths: VoiceWakeOverlayController.present() vs TalkOverlayView. Same broad crash theme, but not the same underlying bug." + }, + { + "left": "issue:33424", + "right": "issue:34630", + "accept": false, + "reason": "Controller-present exclusivity crash vs TalkOverlayView crash; different component and likely different fix." + }, + { + "left": "issue:34630", + "right": "issue:36983", + "accept": true, + "reason": "Both point to the TalkOverlayView Swift exclusivity/access-conflict crash and the launch/toggle symptoms look like the same bug family." + }, + { + "left": "issue:34630", + "right": "issue:37114", + "accept": true, + "reason": "Same TalkOverlayView exclusivity crash, with crash-loop/launch symptoms matching the same underlying issue." + }, + { + "left": "issue:34630", + "right": "issue:34912", + "accept": false, + "reason": "TalkOverlayView vs VoiceWakeOverlayController.present(); related area, but not the same concrete bug." + }, + { + "left": "issue:34630", + "right": "issue:35005", + "accept": false, + "reason": "Different affected component/function: TalkOverlayView versus TalkOverlayController.present()." + }, + { + "left": "issue:34903", + "right": "issue:35005", + "accept": true, + "reason": "Both are TalkOverlayController.present() access-conflict crashes and look like the same underlying controller bug." + }, + { + "left": "issue:34903", + "right": "issue:36983", + "accept": false, + "reason": "TalkOverlayController.present() and TalkOverlayView are separate code paths; similar crash class but not the same bug." + }, + { + "left": "issue:34912", + "right": "issue:35005", + "accept": false, + "reason": "These hit different controllers (VoiceWakeOverlayController.present() vs TalkOverlayController.present()); too broad to treat as one duplicate without stronger evidence." + }, + { + "left": "issue:35005", + "right": "issue:36983", + "accept": false, + "reason": "Different functions/components: TalkOverlayController.present() vs TalkOverlayView." + }, + { + "left": "issue:35005", + "right": "issue:37114", + "accept": false, + "reason": "Different code path: TalkOverlayController.present() versus TalkOverlayView crash-loop." + }, + { + "left": "issue:36983", + "right": "issue:37114", + "accept": true, + "reason": "Same TalkOverlayView launch/crash-loop exclusivity issue; wording differs but the underlying bug appears identical." + }, + { + "left": "issue:36983", + "right": "issue:37550", + "accept": true, + "reason": "Both describe the same TalkOverlayView fatal access conflict on launch for Talk Mode previously enabled." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet and stays conservative about the soft edges. The accepted pairs are limited to clear same-component/same-function TalkOverlayView or TalkOverlayController.present() crash reports, while the cross-component pairs are rejected appropriately. The canonical issue choice is also supported by the title of 33424 as an umbrella controller-present crash issue." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 35, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-33280-2", + "nodes": [ + "issue:33280", + "issue:65566" + ], + "soft_pairs": [ + "issue:33280|issue:65566" + ], + "prepared_review_unit_hash": "7f453f98df8807deaae86b53752d136a8649d10f53afa1e5bdd13825751417b1", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1633, + "estimated_input_tokens": 409, + "estimated_eval_tokens": 1074 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1633, + "estimated_input_tokens": 409, + "estimated_eval_tokens": 1074 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Both issues involve streaming JSON/partialParse failures, but they describe different failure modes and likely different root causes: one is invalid escape sequences in Anthropic streaming with misreported overload, the other is a generic partialParse crash on malformed JSON token expectations. I would not merge them as duplicates.", + "confidence": 0.87, + "canonical_issue_reason": "Issue 65566 is the better cluster representative because it is the broader, more general description of the streaming partialParse crash class.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 65566 is the best issue to anchor the cluster: it states the core runtime symptom plainly and covers the wider set of partialParse failures.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:33280", + "right": "issue:65566", + "accept": false, + "reason": "Related streaming parse crashes, but the specific trigger and reported error differ; one is invalid escape handling in Anthropic streaming, the other is a generic JSON partialParse expectation failure." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 36, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-33403-3", + "nodes": [ + "issue:33403", + "issue:33461", + "issue:37497" + ], + "soft_pairs": [ + "issue:33403|issue:33461", + "issue:33403|issue:37497" + ], + "prepared_review_unit_hash": "655f4577ac2694f01faa8ef4297272b5f3b85863e0d403bc059e3111f2345be8", + "component_budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 2521, + "estimated_input_tokens": 631, + "estimated_eval_tokens": 1518 + }, + "budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 2521, + "estimated_input_tokens": 631, + "estimated_eval_tokens": 1518 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "33403 and 33461 describe the same delivery-queue permanent-failure handling bug; 37497 is a related but broader/different delivery-recovery case and should not be clustered with them.", + "confidence": 0.88, + "canonical_issue_reason": "issue:33461 is the most concrete description of the underlying bug: HTTP 400s should be treated as permanent in the delivery queue. issue:33403 is the same symptom reported from the restart path.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:33461 best captures the shared bug and likely fix target; issue:33403 is a duplicate symptom report, while issue:37497 concerns a different set of permanent failure examples and appears only loosely related.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:33403", + "right": "issue:33461", + "accept": true, + "reason": "Same underlying delivery-queue bug: HTTP 400 / permanently failing messages are retried after restart instead of being marked permanent." + }, + { + "left": "issue:33403", + "right": "issue:37497", + "accept": false, + "reason": "Both involve retrying permanent failures, but 37497 is about delivery-recovery and different failure modes (message too long, reply target not found), so it is not clearly the same concrete bug." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The clustering is grounded in the packet and appropriately conservative. 33403 and 33461 are clearly the same delivery-queue permanent-failure bug from the titles alone, and treating 37497 as separate is a safe call given it only shares a broader permanent-failure theme without concrete evidence of the same bug." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 37, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-33736-2", + "nodes": [ + "issue:33736", + "issue:33738" + ], + "soft_pairs": [ + "issue:33736|issue:33738" + ], + "prepared_review_unit_hash": "81905808455538d91d1a4d1b2a683b625b46a206ab5fa9065e9c846374bff5c4", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1608, + "estimated_input_tokens": 402, + "estimated_eval_tokens": 1060 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1608, + "estimated_input_tokens": 402, + "estimated_eval_tokens": 1060 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "The pair looks very likely to be the same Feishu audio-message feature request, but the packet does not provide enough body-level evidence to call them exact duplicates with high confidence. #33736 is still the better canonical issue because it has the inbound reference signal.", + "confidence": 0.79, + "canonical_issue_reason": "#33736 is the better canonical issue because it matches #33738 on title and size, and it has the stronger reference signal via one inbound reference.", + "canonical_pr_reason": null, + "best_issue_reason": "#33736 is the best representative issue to keep because it appears to be the same request as #33738 and has the inbound reference, making it slightly more central.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:33736", + "right": "issue:33738", + "accept": false, + "reason": "The packet only shows soft similarity and identical titles/body length, without the full body text or any explicit linking. That is enough to treat them as likely related, but not enough to confidently accept them as exact duplicates." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "The duplicate call is a bit too strong for the evidence in the packet. The two issues have identical titles and the same body length, but the packet only labels the pair as `soft_similarity` and `deterministic_accept: false`; it does not show the full body text or any explicit linking. So it is safer to say they likely describe the same feature request rather than call them exact duplicates. The choice of #33736 as canonical because it has an inbound reference is grounded, but the soft-edge verdict should be more conservative." + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 38, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-34404-2", + "nodes": [ + "issue:34404", + "issue:64472" + ], + "soft_pairs": [ + "issue:34404|issue:64472" + ], + "prepared_review_unit_hash": "1832b5c6b54a75af995ed2c5a38b484eab2646c12b6b508a4868fc99315d48c2", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1589, + "estimated_input_tokens": 398, + "estimated_eval_tokens": 1052 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1589, + "estimated_input_tokens": 398, + "estimated_eval_tokens": 1052 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Both issues describe symlink-related failures caused by a boundary path check in workspace handling, but they appear to be different manifestations rather than the same concrete bug report.", + "confidence": 0.76, + "canonical_issue_reason": "Issue #64472 is the clearest, most specific description of the underlying boundary-path-check problem and directly states the failing condition for workspace symlinks.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue #64472 is the best representative because it names the check, the affected workspace symlinks, and the rejected path pattern in a concise way.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:34404", + "right": "issue:64472", + "accept": false, + "reason": "They share the same broad area and failure mechanism, but #34404 is about bootstrap files showing [MISSING] while #64472 is about symlinks to ~/.openclaw subdirectories being rejected; not enough evidence they are the same underlying bug." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 39, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-34561-2", + "nodes": [ + "issue:34561", + "issue:59034" + ], + "soft_pairs": [ + "issue:34561|issue:59034" + ], + "prepared_review_unit_hash": "a66a1242f913e67c757d525b8903a3b82745e420d8028c8ec381d88f74fc92eb", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1573, + "estimated_input_tokens": 394, + "estimated_eval_tokens": 1044 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1573, + "estimated_input_tokens": 394, + "estimated_eval_tokens": 1044 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These two issues are plausibly related, but the evidence only supports a cautious near-duplicate call, not a confident same-root-cause match. #34561 is the better canonical issue because it is broader and more specific about the macOS allowlist regression affecting `screen.record` and `system.run.prepare`.", + "confidence": 0.63, + "canonical_issue_reason": "#34561 is the stronger canonical issue because it names the suspected platform allowlist regression on macOS 26.3.0/Tahoe and covers the broader affected surface, including `screen.record`.", + "canonical_pr_reason": null, + "best_issue_reason": "#34561 is the best issue for triage because it provides the concrete environment and likely cause, while #59034 is a narrower symptom report without the broader root-cause context.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:34561", + "right": "issue:59034", + "accept": false, + "reason": "The titles suggest a likely relationship, but the packet does not confirm the same underlying failure. #34561 also includes `system.run.prepare`, so the overlap is broader than a single confirmed duplicate of `screen.record`." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "The linkage is plausible but overstated for the evidence provided. From the packet we only know the titles and a soft-similarity signal; that supports a cautious \u2018likely related\u2019 or \u2018possibly duplicate\u2019 stance, not \u2018same underlying failure.\u2019 Also, #34561\u2019s scope includes both `screen.record` and `system.run.prepare`, so calling it the canonical match for #59034 should be framed more conservatively unless the bodies confirm the shared root cause." + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 40, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-34644-3", + "nodes": [ + "issue:34644", + "issue:37505", + "issue:61131" + ], + "soft_pairs": [ + "issue:34644|issue:61131", + "issue:34644|issue:37505" + ], + "prepared_review_unit_hash": "d4e8a1ffc2feb0291d20ec219b4c52ad96feb878f18ccbc52920ca9309359359", + "component_budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 2516, + "estimated_input_tokens": 629, + "estimated_eval_tokens": 1514 + }, + "budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 2516, + "estimated_input_tokens": 629, + "estimated_eval_tokens": 1514 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These items are loosely related by timeout wording, but they are not the same underlying issue: two are separate feature requests for making different hardcoded 15s timeouts configurable, and one is a distinct AbortController bug affecting fallback behavior.", + "confidence": 0.89, + "canonical_issue_reason": "Issue 34644 is the strongest anchor because it is a concrete, well-scoped feature request with the most discussion and context; the others are either a parallel timeout-config request for a different subsystem (61131) or a different failure mode entirely (37505).", + "canonical_pr_reason": null, + "best_issue_reason": "34644 is the best representative issue for the cluster\u2019s shared timeout-config theme, but it should not be treated as a duplicate of the others.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:34644", + "right": "issue:61131", + "accept": false, + "reason": "Both mention a hardcoded 15s timeout, but they target different features/code paths (embedded agent LLM requests vs slug generation). Same general ask, not the same underlying change." + }, + { + "left": "issue:34644", + "right": "issue:37505", + "accept": false, + "reason": "This is not a duplicate: 34644 asks for a configurable timeout, while 37505 reports a cron timeout bug caused by a shared AbortController aborting the fallback chain." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 41, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-34683-2", + "nodes": [ + "issue:34683", + "issue:51614" + ], + "soft_pairs": [ + "issue:34683|issue:51614" + ], + "prepared_review_unit_hash": "0c2b76a4fd0ceeec22cdb73a10eb95857cc8ff5ddea74c76ea8720b54d5f8127", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1579, + "estimated_input_tokens": 395, + "estimated_eval_tokens": 1046 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1579, + "estimated_input_tokens": 395, + "estimated_eval_tokens": 1046 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Two open issues request exposing a staleEventThresholdMs health-monitor config, but they describe different config namespaces/scopes (gateway.healthMonitor.timing vs channels.whatsapp.staleEventThresholdMs).", + "confidence": 0.58, + "canonical_issue_reason": "#51614 is more specific and actionable, with an explicit config key and subsystem target; it is the better representative of the cluster if these are merged.", + "canonical_pr_reason": null, + "best_issue_reason": "#51614 is the best issue to keep as canonical because it names the exact config key and intended use more clearly than the broader #34683.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:34683", + "right": "issue:51614", + "accept": false, + "reason": "They overlap conceptually, but the requested config paths/scopes differ enough that they do not clearly describe the same underlying change." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 42, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-34693-2", + "nodes": [ + "issue:34693", + "issue:67129" + ], + "soft_pairs": [ + "issue:34693|issue:67129" + ], + "prepared_review_unit_hash": "f0c5f1b4f3c489fdb6472bd2cbc6d4616fe4d5f2b19a5a28ef5f90401618e23e", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1490, + "estimated_input_tokens": 373, + "estimated_eval_tokens": 1002 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1490, + "estimated_input_tokens": 373, + "estimated_eval_tokens": 1002 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These are not duplicates. Issue #34693 is a concrete feature request for customizable Slack Assistant status messages, while #67129 has an empty placeholder title and no visible evidence tying it to the same request.", + "confidence": 0.95, + "canonical_issue_reason": "#34693 has a specific, substantive title and body describing the feature request; #67129 is effectively a blank placeholder and does not provide enough detail to establish identity.", + "canonical_pr_reason": null, + "best_issue_reason": "#34693 is the best issue to keep as the representative item because it clearly states the feature and has actual discussion context.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:34693", + "right": "issue:67129", + "accept": false, + "reason": "Only weak textual similarity is present. The second issue has a placeholder title and no explicit linkage or matching description, so they do not appear to be the same underlying feature request." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 43, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-34921-2", + "nodes": [ + "issue:34921", + "issue:34938" + ], + "soft_pairs": [ + "issue:34921|issue:34938" + ], + "prepared_review_unit_hash": "7a25f60f52c83a2ca7b6a4560acd491275a364933f93b6429e759054ada67ec3", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1564, + "estimated_input_tokens": 391, + "estimated_eval_tokens": 1038 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1564, + "estimated_input_tokens": 391, + "estimated_eval_tokens": 1038 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "The two issues are not duplicates: one requests persistent inline buttons/custom keyboards for Telegram channels, while the other requests lifecycle hooks for agent/subagent events. They concern different features and code paths.", + "confidence": 0.98, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": null, + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:34921", + "right": "issue:34938", + "accept": false, + "reason": "Different feature requests with no shared bug or implementation path: Telegram channel keyboard behavior vs agent/subagent before/after event hooks." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 44, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-35042-2", + "nodes": [ + "issue:35042", + "issue:64791" + ], + "soft_pairs": [ + "issue:35042|issue:64791" + ], + "prepared_review_unit_hash": "c3ceaf0817bbe7dae5a4eb7cbfe101f23b6553bd9ee3d280c4f210b6dc08b26c", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1541, + "estimated_input_tokens": 386, + "estimated_eval_tokens": 1028 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1541, + "estimated_input_tokens": 386, + "estimated_eval_tokens": 1028 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These two issues are related in theme but not duplicates: one is a broad feature proposal for an eval framework, while the other is a more specific request for an eval/benchmark loop plus description optimization in Skill Creator.", + "confidence": 0.79, + "canonical_issue_reason": "Issue #64791 is the more concrete and actionable request, with a specific workflow target (eval/benchmark loop and description optimizer) compared with the broader proposal in #35042.", + "canonical_pr_reason": null, + "best_issue_reason": "#64791 is the best representative issue because it narrows the scope to a clearer implementation target and is more likely to drive a distinct engineering task.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:35042", + "right": "issue:64791", + "accept": false, + "reason": "Related feature area, but not the same underlying request: #35042 is a general eval framework proposal, while #64791 asks for specific Skill Creator evaluation and optimization capabilities. They could be discussed together, but they are not duplicates." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 45, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-35083-2", + "nodes": [ + "issue:35083", + "issue:36325" + ], + "soft_pairs": [ + "issue:35083|issue:36325" + ], + "prepared_review_unit_hash": "3a2aa7a45ae091ae6e463becc7c355c26dc0dd8cb77777b34c59ffcf42264114", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1564, + "estimated_input_tokens": 391, + "estimated_eval_tokens": 1038 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1564, + "estimated_input_tokens": 391, + "estimated_eval_tokens": 1038 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Related hook/session-routing issues, but they describe different symptoms and are not clearly duplicates. Issue 36325 is the more concrete bug report; 35083 is broader about summaries and lane tagging.", + "confidence": 0.84, + "canonical_issue_reason": "#36325 states a specific failure mode: `deliver: false` still injects a system event into the main session. That is the clearest, most actionable bug description in the cluster.", + "canonical_pr_reason": null, + "best_issue_reason": "#36325 is the best representative issue because it pinpoints a concrete incorrect session-injection behavior, while #35083 is broader and mixes summary placement with lane-tagging concerns.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:35083", + "right": "issue:36325", + "accept": false, + "reason": "Both concern hook/session handling, but #35083 focuses on keeping summaries in the requested session and tagging the hook lane, whereas #36325 reports a specific `deliver: false` system-event leak into the main session. Related, but not the same underlying bug." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 46, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-35157-2", + "nodes": [ + "issue:35157", + "issue:35166" + ], + "soft_pairs": [ + "issue:35157|issue:35166" + ], + "prepared_review_unit_hash": "76e19b154c54fb045c5f2157d85271a08a28f208e8da8d5888f69454a186acb1", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1536, + "estimated_input_tokens": 384, + "estimated_eval_tokens": 1024 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1536, + "estimated_input_tokens": 384, + "estimated_eval_tokens": 1024 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Both issues describe the same browser tool bug: a required `targetUrl` error preventing testing. The second is just a revised report, so they should be clustered together as duplicates.", + "confidence": 0.98, + "canonical_issue_reason": "Issue 35166 appears to be the later, revised version of the same bug report and is the better canonical record.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 35166 is the clearest current representation of the problem because it is the revised report of the same failure mode.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:35157", + "right": "issue:35166", + "accept": true, + "reason": "Same title, same underlying `targetUrl required` browser-tool testing blocker; the right-side issue is explicitly a revised version, so this is a duplicate." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The clustering is grounded in the packet: both issues have the same title, with issue 35166 explicitly marked as a revised version. The duplicate/soft-edge judgment is conservative enough, and the summary does not overstate beyond what the titles support." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 47, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-35192-2", + "nodes": [ + "issue:35192", + "issue:36985" + ], + "soft_pairs": [ + "issue:35192|issue:36985" + ], + "prepared_review_unit_hash": "f27663c692f5990c34b0d8e0a2615fddb9be07ca1c40cdfb9c317cdd69b31d0d", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1516, + "estimated_input_tokens": 379, + "estimated_eval_tokens": 1014 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1516, + "estimated_input_tokens": 379, + "estimated_eval_tokens": 1014 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These two issues are related only by the same host and gateway context, but they describe different maintenance tasks: one is a branch sync/behind-main backlog, the other is a config migration request. Not a duplicate cluster.", + "confidence": 0.72, + "canonical_issue_reason": "Issue 35192 is the broader maintenance tracker for the gateway on srv1325349 and is the better umbrella issue if one must be chosen.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 35192 is best suited as the canonical issue because it captures the overall gateway maintenance state rather than a single config-change task.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:35192", + "right": "issue:36985", + "accept": false, + "reason": "Same server and subsystem, but different underlying work: repository lag behind main versus migrating legacy gateway.bind config. They do not look like the same bug/task." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 48, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-35516-2", + "nodes": [ + "issue:35516", + "issue:65292" + ], + "soft_pairs": [ + "issue:35516|issue:65292" + ], + "prepared_review_unit_hash": "f785440a6aae78b88cfaeb07e0febf39b880c55ce98f6b3b763c4c0ef6513b66", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1610, + "estimated_input_tokens": 403, + "estimated_eval_tokens": 1062 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1610, + "estimated_input_tokens": 403, + "estimated_eval_tokens": 1062 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "The two issues are not duplicates: one is about allowing local models in the Discord /models picker, while the other is about making the codex-harness plugin work with custom app-server backends. They touch different feature areas and underlying code paths.", + "confidence": 0.97, + "canonical_issue_reason": "Issue 35516 is the better anchor only because it is the more detailed standalone feature request; 65292 is a separate backend/plugin compatibility request and should not be merged with it.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 35516 is the clearest representative of its own feature area, but it is not the same underlying request as 65292.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:35516", + "right": "issue:65292", + "accept": false, + "reason": "Different requests: Discord /models local-model visibility vs codex-harness custom backend compatibility. No concrete shared bug or change path." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 49, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-35623-2", + "nodes": [ + "issue:35623", + "issue:35624" + ], + "soft_pairs": [], + "prepared_review_unit_hash": "8dc30c03106cb509dcef36f8a61c94034b2e75c01158603bdff5ee95a76ad233", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 0, + "serialized_chars": 1317, + "estimated_input_tokens": 330, + "estimated_eval_tokens": 916 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 0, + "serialized_chars": 1317, + "estimated_input_tokens": 330, + "estimated_eval_tokens": 916 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "The two issues are effectively duplicates: same title, same body size, and explicit duplicate reference evidence. Either could serve as the canonical issue, but issue #35623 is the better anchor by virtue of having inbound references.", + "confidence": 0.99, + "canonical_issue_reason": "#35623 has the same report as #35624 and additionally has inbound references, making it the better canonical duplicate target.", + "canonical_pr_reason": null, + "best_issue_reason": "#35623 is the best issue candidate because it is the same bug report and already has more linkage from other items.", + "best_pr_reason": null, + "soft_edge_verdicts": [] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 50, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-35646-4", + "nodes": [ + "issue:35646", + "issue:37238", + "issue:64321", + "issue:67902" + ], + "soft_pairs": [ + "issue:35646|issue:37238", + "issue:37238|issue:67902", + "issue:37238|issue:64321" + ], + "prepared_review_unit_hash": "67cd7e84ae7b808714909a0c276426028e1659abd56d0deab57f3dc5426b38ff", + "component_budget": { + "node_count": 4, + "item_count": 4, + "soft_pair_count": 3, + "serialized_chars": 3473, + "estimated_input_tokens": 869, + "estimated_eval_tokens": 1994 + }, + "budget": { + "node_count": 4, + "item_count": 4, + "soft_pair_count": 3, + "serialized_chars": 3473, + "estimated_input_tokens": 869, + "estimated_eval_tokens": 1994 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These issues all mention session management, but they describe different bugs: stale historical dropdown entries, crash-recovery state corruption, slow listing on large histories, and run-mode cleanup/visibility rules. I would not merge any of the soft pairs as duplicates.", + "confidence": 0.91, + "canonical_issue_reason": "issue #37238 is the broadest user-facing session-history/cleanup report and is the best cluster anchor, even though the other reports are separate problems.", + "canonical_pr_reason": null, + "best_issue_reason": "issue #37238 is the most representative of the session-history cleanup theme and the most likely place users would look first, but it should not absorb the other issues as duplicates.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:35646", + "right": "issue:37238", + "accept": false, + "reason": "#35646 is about sessions_spawn cleanup and sessions_send visibility restrictions; #37238 is about the dashboard showing historical subagent sessions with no cleanup option. Same subsystem, different bug." + }, + { + "left": "issue:37238", + "right": "issue:67902", + "accept": false, + "reason": "#37238 reports UI clutter/no cleanup for historical sessions; #67902 reports sessions left marked running in sessions.json after a crash. Related lifecycle area, but not the same concrete defect." + }, + { + "left": "issue:37238", + "right": "issue:64321", + "accept": false, + "reason": "#64321 is a performance problem in sessions.list with large history, not a duplicate of the dashboard dropdown cleanup complaint in #37238." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 51, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-35675-2", + "nodes": [ + "issue:35675", + "issue:53378" + ], + "soft_pairs": [ + "issue:35675|issue:53378" + ], + "prepared_review_unit_hash": "b8fa158888e112bfcb64755fa8d9ea1aae62acbd80ddbaf16b9b236628c5e4ea", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1558, + "estimated_input_tokens": 390, + "estimated_eval_tokens": 1036 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1558, + "estimated_input_tokens": 390, + "estimated_eval_tokens": 1036 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "The two issues are related to session-list presentation, but they describe different changes: auto-populating session labels from provider chat/group names versus showing channel icon/name in the session list. They are not the same underlying request.", + "confidence": 0.91, + "canonical_issue_reason": "No single canonical duplicate: the issues overlap only at a high level and target different UI behavior.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 35675 is the broader, more central request around automatic session naming; issue 53378 is a separate session-list display enhancement.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:35675", + "right": "issue:53378", + "accept": false, + "reason": "Different feature requests: one auto-populates session labels from messaging provider chat/group names, the other shows channel icon/name in the session list. They are adjacent UI ideas but not the same change." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 52, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-35802-3", + "nodes": [ + "issue:35802", + "issue:35804", + "issue:35805" + ], + "soft_pairs": [ + "issue:35802|issue:35804", + "issue:35804|issue:35805" + ], + "prepared_review_unit_hash": "40d4cabc9cd1a989087d9ec866bc9d93f81d49aba0c5e024665f34d65ad9ed91", + "component_budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 2541, + "estimated_input_tokens": 636, + "estimated_eval_tokens": 1528 + }, + "budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 2541, + "estimated_input_tokens": 636, + "estimated_eval_tokens": 1528 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "All three issues sit in the same agent-operations area, but they describe different bugs: missing registry/visibility, onboarding automation gaps, and governance drift detection. None are close enough to merge as duplicates.", + "confidence": 0.88, + "canonical_issue_reason": "Issue 35802 is the broadest/root-cause report: the orchestrator cannot see running agents because there is no centralized registry. The other two are narrower process/control problems rather than the same failure.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 35802 is the best representative because it frames the core coordination/scale problem most directly and could encompass downstream onboarding and drift concerns without being the same bug.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:35802", + "right": "issue:35804", + "accept": false, + "reason": "Related agent-management symptoms, but one is about lack of a centralized registry/orchestrator visibility while the other is about reproducible onboarding workflow and validation. Different underlying bug/change." + }, + { + "left": "issue:35804", + "right": "issue:35805", + "accept": false, + "reason": "Both mention agent lifecycle/governance, but onboarding automation is not the same as drift detection for stale context. They would likely require different fixes and can be addressed separately." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 53, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-35857-2", + "nodes": [ + "issue:35857", + "issue:35864" + ], + "soft_pairs": [ + "issue:35857|issue:35864" + ], + "prepared_review_unit_hash": "435e509e18340a46cddef643fec6c180eef97319b5a5ef9aa321580ac4d06b4c", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1562, + "estimated_input_tokens": 391, + "estimated_eval_tokens": 1038 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1562, + "estimated_input_tokens": 391, + "estimated_eval_tokens": 1038 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These two issues are not duplicates: one is a feature request to add `pdfModel` to the config schema, and the other is a bug about `openclaw doctor` stripping unknown config keys without warning.", + "confidence": 0.96, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": "If an anchor is needed, 35864 is the more concrete defect report; 35857 is a separate feature request.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:35857", + "right": "issue:35864", + "accept": false, + "reason": "Different underlying concerns: schema feature addition vs. doctor command preserving unknown config keys. They do not describe the same bug or change." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 54, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-36385-3", + "nodes": [ + "issue:36385", + "issue:37140", + "issue:37252" + ], + "soft_pairs": [ + "issue:36385|issue:37140", + "issue:37140|issue:37252" + ], + "prepared_review_unit_hash": "9ed7ad7b07fc7cfabf98578f70244691104d5105d892c5b9fa93f6fa71347662", + "component_budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 2473, + "estimated_input_tokens": 619, + "estimated_eval_tokens": 1494 + }, + "budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 2473, + "estimated_input_tokens": 619, + "estimated_eval_tokens": 1494 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These are related validation issues in the same skill-creator area, but they describe different checks, so they should not be merged as duplicates. The Telegram issue is unrelated. I\u2019d use the quick_validate shape-validation issue as the most central issue in this small cluster.", + "confidence": 0.84, + "canonical_issue_reason": "issue #37140 is the most representative of the shared skill-creator quick_validate validation theme and is broader/more implementation-focused than the narrower empty name/description report in #36385.", + "canonical_pr_reason": null, + "best_issue_reason": "#37140 is the best umbrella issue for the cluster because it names the exact validator and captures a concrete schema-validation class of bugs, while #36385 is one specific validation case.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:36385", + "right": "issue:37140", + "accept": false, + "reason": "Same subsystem, but different underlying validation rules: empty name/description vs allowed-tools list shape. Related, not the same bug." + }, + { + "left": "issue:37140", + "right": "issue:37252", + "accept": false, + "reason": "Different feature areas and different code paths: skill-creator quick_validate vs Telegram outbound reply_to_message_id parsing." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 55, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-36498-2", + "nodes": [ + "issue:36498", + "issue:36782" + ], + "soft_pairs": [ + "issue:36498|issue:36782" + ], + "prepared_review_unit_hash": "6749938ee993335d778dd1b1c48f5cdad4af32ffe8be62fe7e8cd92ce776d97d", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1587, + "estimated_input_tokens": 397, + "estimated_eval_tokens": 1050 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1587, + "estimated_input_tokens": 397, + "estimated_eval_tokens": 1050 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "The two issues are closely related and describe the same visible error, but the available evidence is too thin to confidently treat them as duplicates of one underlying bug.", + "confidence": 0.79, + "canonical_issue_reason": "Issue 36782 is the better canonical issue because it is more concrete about the affected UI surfaces (Channels/Accounts) and the failure mode, making it the clearest representative of the cluster.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 36782 is the best overall issue for this cluster because it most explicitly captures the shared symptom and a concrete impacted area, while 36498 reads like a narrower variant.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:36498", + "right": "issue:36782", + "accept": false, + "reason": "Both mention the same 'Unsupported schema node' symptom, but one is about nested config objects and the other about Channels/Accounts rendering; without more body-level evidence, this could be a related but distinct case rather than the same underlying bug." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 56, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-36549-2", + "nodes": [ + "issue:36549", + "issue:36550" + ], + "soft_pairs": [ + "issue:36549|issue:36550" + ], + "prepared_review_unit_hash": "6940fc17eb8f538c270585e329a0fd08c4bb8f6b0160762de1bc8539c8cf18ad", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1567, + "estimated_input_tokens": 392, + "estimated_eval_tokens": 1040 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1567, + "estimated_input_tokens": 392, + "estimated_eval_tokens": 1040 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Both issues concern Discord system-owner security, but they describe different problems: one is about enforcing ID-only authorization at runtime, the other about aligning a diagnostic token-detection path with security checks. They are related, but not duplicates.", + "confidence": 0.86, + "canonical_issue_reason": "Issue 36549 is the more central runtime security bug: it targets the actual authorization path rather than a supporting diagnostic check.", + "canonical_pr_reason": null, + "best_issue_reason": "36549 is the best representative because it captures the core security enforcement change, while 36550 appears narrower and tool-specific.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:36549", + "right": "issue:36550", + "accept": false, + "reason": "Related security theme, but not the same underlying change: one is about Discord authorization enforcement, the other about doctor-system-owner token detection alignment." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 57, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-36807-2", + "nodes": [ + "issue:36807", + "issue:68401" + ], + "soft_pairs": [ + "issue:36807|issue:68401" + ], + "prepared_review_unit_hash": "857b8071a981060b507316c4dd71bb1c62ed910c32ff9e851639ebbd23f44a29", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1560, + "estimated_input_tokens": 390, + "estimated_eval_tokens": 1036 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1560, + "estimated_input_tokens": 390, + "estimated_eval_tokens": 1036 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These two issues are loosely related to keeping agent interactions flowing during long operations, but they describe different requested capabilities and do not look like duplicates.", + "confidence": 0.94, + "canonical_issue_reason": "No true canonical issue: #36807 asks for an async Discord listener/keepalive during long agent runs, while #68401 asks for message processing during session compaction.", + "canonical_pr_reason": null, + "best_issue_reason": "#68401 is the more specific and actionable request, but it should not be treated as a duplicate of #36807.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:36807", + "right": "issue:68401", + "accept": false, + "reason": "Different underlying feature requests: Discord listener keepalive versus processing messages during session compaction. Shared theme of long-running sessions is too broad for duplicate triage." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 58, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-36869-3", + "nodes": [ + "issue:36869", + "issue:68712", + "issue:68713" + ], + "soft_pairs": [ + "issue:36869|issue:68712", + "issue:36869|issue:68713", + "issue:68712|issue:68713" + ], + "prepared_review_unit_hash": "87e4a643abeef0bc563fe4f90149e0108b2c38e602f7c9084b263a22bda8ecf2", + "component_budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 3, + "serialized_chars": 2951, + "estimated_input_tokens": 738, + "estimated_eval_tokens": 1732 + }, + "budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 3, + "serialized_chars": 2951, + "estimated_input_tokens": 738, + "estimated_eval_tokens": 1732 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "There are two exact duplicate issue reports about the same outbound realtime voice bridge bug (68712 and 68713). The older 36869 is related to outbound voice races, but it describes a different failure mode and should not be merged with the TwiML-overwrite reports.", + "confidence": 0.94, + "canonical_issue_reason": "issue:68713 is the best canonical issue because it is the open copy of the exact duplicate pair and has the same title/body as 68712.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:68713 is the best global issue representative since it is open, current, and exactly matches 68712; it cleanly serves as the surviving tracker for that bug.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:36869", + "right": "issue:68712", + "accept": false, + "reason": "Related outbound voice race, but a different concrete symptom/code path: initial message fallback to Polly vs. status callback overwriting TwiML." + }, + { + "left": "issue:36869", + "right": "issue:68713", + "accept": false, + "reason": "Same broad subsystem, but not the same underlying bug; the reported race and failure mode differ materially." + }, + { + "left": "issue:68712", + "right": "issue:68713", + "accept": true, + "reason": "Exact duplicate reports with identical title/body describing the same outbound realtime voice bridge TwiML overwrite race." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The issue pairing is grounded in the packet: 68712 and 68713 share identical titles, identical body lengths, and a jaccard score of 1.0, while 36869 has a different title and is reasonably treated as a related but distinct bug. The soft-edge verdicts are conservative, and the choice of 68713 as the open canonical tracker is supported by the evidence." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 59, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-36911-3", + "nodes": [ + "issue:36911", + "issue:64825", + "issue:66876" + ], + "soft_pairs": [ + "issue:36911|issue:66876", + "issue:64825|issue:66876" + ], + "prepared_review_unit_hash": "fb1ec4f9f0908247dcd2f304abc9c420fd04089c06c88d522bfb29cd745b7be6", + "component_budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 2549, + "estimated_input_tokens": 638, + "estimated_eval_tokens": 1532 + }, + "budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 2549, + "estimated_input_tokens": 638, + "estimated_eval_tokens": 1532 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "The cluster is related at a symptom level, but the evidence is too thin to merge the issues as duplicates. #64825 remains the most specific TUI report, while #36911 is clearly a different Control UI surface and #66876 is only a loose similarity match without shared files or targets.", + "confidence": 0.74, + "canonical_issue_reason": "#64825 is the strongest anchor because it names the likely failing transition path (`finalizeRun()` / `wasActiveRun`) and is the most actionable description, but it should be treated as the representative report rather than a proven duplicate match for the weaker symptom-only issue.", + "canonical_pr_reason": null, + "best_issue_reason": "#64825 is the best issue to anchor the cluster because it is the most specific and diagnostic of the TUI failure mode, even though the available evidence is not strong enough to merge it outright with #66876.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:36911", + "right": "issue:66876", + "accept": false, + "reason": "Both mention a stuck post-response indicator, but they describe different UI surfaces (Control UI vs TUI) and the packet provides no shared targets/files or code-path evidence, so this is too weak to treat as the same bug." + }, + { + "left": "issue:64825", + "right": "issue:66876", + "accept": false, + "reason": "The titles are similar, but the only evidence is soft similarity with low Jaccard and no shared filenames or targets. That is not enough to conclude they are the same concrete bug or should be merged into one issue." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "The summary is mostly grounded, but the soft-edge verdict for issue:64825 vs issue:66876 is too strong for the evidence provided. The packet only shows soft_similarity with low Jaccard and no shared targets/files, so calling them the same bug is not conservative enough. The Control UI issue vs TUI issue distinction is appropriately cautious, but the accepted pair should remain tentative rather than merged as the same bug." + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 60, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-37083-5", + "nodes": [ + "issue:37083", + "issue:66212", + "issue:66316", + "issue:66332", + "issue:66333" + ], + "soft_pairs": [ + "issue:37083|issue:66316", + "issue:66212|issue:66316", + "issue:66316|issue:66333", + "issue:66316|issue:66332" + ], + "prepared_review_unit_hash": "3823be7a51c80f622deceb50f71cc5133c2669b86439cfc614d2fb942a9a4dc7", + "component_budget": { + "node_count": 5, + "item_count": 5, + "soft_pair_count": 4, + "serialized_chars": 4421, + "estimated_input_tokens": 1106, + "estimated_eval_tokens": 2468 + }, + "budget": { + "node_count": 5, + "item_count": 5, + "soft_pair_count": 4, + "serialized_chars": 4421, + "estimated_input_tokens": 1106, + "estimated_eval_tokens": 2468 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "This cluster centers on WebChat messages disappearing or failing to render during tool-backed runs. The closest duplicates are the broad symptom report and the more specific bug report/fix-trace around the final assistant message not displaying. The multi-tab input-blocking issue is separate, and the truncation/broadcast issue looks like a different failure mode.", + "confidence": 0.72, + "canonical_issue_reason": "Issue 66316 is the clearest and most specific report of the shared bug: the final assistant message disappears during multi-turn tool runs, with concrete discussion of the history-reload race and stream-collapse path.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 66316 best represents the cluster because it captures the user-facing symptom and the likely underlying rendering race more directly than the broader or more implementation-oriented reports.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:37083", + "right": "issue:66316", + "accept": true, + "reason": "Both describe the same underlying symptom: assistant messages disappearing during tool execution / multi-turn tool runs." + }, + { + "left": "issue:66212", + "right": "issue:66316", + "accept": false, + "reason": "This is about multi-tab input blocking and sending from any tab, which is a different behavior than missing messages." + }, + { + "left": "issue:66316", + "right": "issue:66332", + "accept": true, + "reason": "66332 reads like the concrete fix path for the same final-message rendering bug: run tracking, history merge, and stream rendering all target the same failure mode." + }, + { + "left": "issue:66316", + "right": "issue:66333", + "accept": false, + "reason": "66333 appears to be a different, narrower bug about truncation and an undefined broadcast message, not the same rendering/race issue." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet: the titles support the shared WebChat message-disappearing/rendering theme, and the distinctions drawn for 66212 and 66333 are conservative. The soft-edge acceptances for 37083\u219466316 and 66316\u219466332 are plausible from the issue titles, and there is no clear overstatement beyond what the packet supports." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 61, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-37150-2", + "nodes": [ + "issue:37150", + "issue:53286" + ], + "soft_pairs": [ + "issue:37150|issue:53286" + ], + "prepared_review_unit_hash": "6920d07130ced3a10f58ec25dd52e312805018851e4a1c205efd690362891457", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1567, + "estimated_input_tokens": 392, + "estimated_eval_tokens": 1040 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1567, + "estimated_input_tokens": 392, + "estimated_eval_tokens": 1040 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These are two unrelated feature requests: one asks to show the current model in the TUI header, the other asks to show estimated Bedrock cost. They should not be merged as duplicates.", + "confidence": 0.98, + "canonical_issue_reason": "Issue 53286 is the more specific, reference-backed request, but it is not a duplicate of 37150; they target different features.", + "canonical_pr_reason": null, + "best_issue_reason": "53286 is the better anchor only because it has inbound references and a narrower scope, but the issues should remain separate.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:37150", + "right": "issue:53286", + "accept": false, + "reason": "Different requested features in different parts of the product; no shared underlying bug or concrete change to unify." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 62, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-37235-2", + "nodes": [ + "issue:37235", + "issue:67914" + ], + "soft_pairs": [ + "issue:37235|issue:67914" + ], + "prepared_review_unit_hash": "410d606c7f7b00e19deee16fbc37b0b34ac80bf444bfaa040db57ecafffc3e75", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1580, + "estimated_input_tokens": 395, + "estimated_eval_tokens": 1046 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1580, + "estimated_input_tokens": 395, + "estimated_eval_tokens": 1046 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These two issues are closely related image-cache/MD5 complaints, but the evidence only supports a soft similarity match, not a firm duplicate. They may describe the same area of failure, but there\u2019s no explicit linkage or concrete shared target proving the same underlying bug.", + "confidence": 0.7, + "canonical_issue_reason": "Issue 67914 is the better representative because it is more specific about the cache/MD5 behavior and the failure mode, while 37235 is broader and more symptom-oriented.", + "canonical_pr_reason": null, + "best_issue_reason": "67914 is the strongest issue for the cluster because it states the cache corruption/MD5 symptom more directly and concretely.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:37235", + "right": "issue:67914", + "accept": false, + "reason": "The reports are thematically similar, but the available evidence is only soft textual similarity. With no explicit links, shared targets, or other hard indicators, this should be treated as likely related rather than the same underlying bug." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "The packet only supports a soft similarity match between two independently worded bug reports; there are no explicit links, shared targets, or other hard evidence. The analyst\u2019s conclusion that they describe the same underlying cache bug is plausible, but too assertive for the available evidence. The soft-edge verdict should be more conservative (e.g. \"likely related\"), not accepted as a firm match." + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 63, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-37401-2", + "nodes": [ + "issue:37401", + "issue:53945" + ], + "soft_pairs": [ + "issue:37401|issue:53945" + ], + "prepared_review_unit_hash": "9a4b0e152acc0f5a7aeaed684ecfeb5894c9a1b7810cde72e1b87a489e67ec3b", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1558, + "estimated_input_tokens": 390, + "estimated_eval_tokens": 1036 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1558, + "estimated_input_tokens": 390, + "estimated_eval_tokens": 1036 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These two issues are not duplicates: one requests automatic per-agent loading of workspace .env files, while the other requests an --url flag for connecting to different gateway endpoints in multi-gateway setups.", + "confidence": 0.96, + "canonical_issue_reason": "No canonical issue pair here; the requests concern different features and different command-line/runtime behavior.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:37401 is the more self-contained request, but it should not be treated as a duplicate of issue:53945.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:37401", + "right": "issue:53945", + "accept": false, + "reason": "Different underlying changes: .env auto-loading per agent versus adding a gateway URL flag. They target separate workflows and code paths." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 64, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-37449-3", + "nodes": [ + "issue:37449", + "issue:64506", + "issue:65897" + ], + "soft_pairs": [ + "issue:37449|issue:65897", + "issue:37449|issue:64506", + "issue:64506|issue:65897" + ], + "prepared_review_unit_hash": "9204d7b0803beca1273f3f808ef5df7b09317631b52c5101bb533e93bd505960", + "component_budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 3, + "serialized_chars": 2878, + "estimated_input_tokens": 720, + "estimated_eval_tokens": 1696 + }, + "budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 3, + "serialized_chars": 2878, + "estimated_input_tokens": 720, + "estimated_eval_tokens": 1696 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "All three items are npm audit/dependency security reports, but they describe different vulnerability sets and different scopes. The open umbrella issue is the best canonical representative; the pairwise overlaps are too loose to treat as duplicates.", + "confidence": 0.84, + "canonical_issue_reason": "issue:65897 is the best canonical issue because it is the newest open tracker and explicitly covers unresolved transitive dependency vulnerabilities, which fits the broad ongoing audit-tracking role better than the older closed, more specific reports.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:65897 is the strongest global representative: open, broad in scope, and framed as unresolved dependency vulnerabilities rather than a one-off package snapshot.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:37449", + "right": "issue:65897", + "accept": false, + "reason": "Both are npm audit reports, but 37449 is about 8 high-severity vulnerabilities in a specific 2026.3.1 dependency set, while 65897 covers 12 unresolved vulnerabilities in deep transitive dependencies. Different vulnerability sets and scope." + }, + { + "left": "issue:37449", + "right": "issue:64506", + "accept": false, + "reason": "They are both security/deps issues, but 64506 names different affected packages (axios, tar, @hono/node-server) and a different product context. Same general theme, not the same underlying bug." + }, + { + "left": "issue:64506", + "right": "issue:65897", + "accept": false, + "reason": "64506 is a specific package-level audit report, while 65897 is a broader unresolved transitive-dependency tracker. The titles and likely remediation targets differ enough that they should not be merged." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 65, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-39261-2", + "nodes": [ + "issue:39261", + "issue:66194" + ], + "soft_pairs": [ + "issue:39261|issue:66194" + ], + "prepared_review_unit_hash": "900278dfe6d775d955b325b97bbf8e238a38590483a7de8ce3e05c83f592ca68", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1588, + "estimated_input_tokens": 397, + "estimated_eval_tokens": 1050 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1588, + "estimated_input_tokens": 397, + "estimated_eval_tokens": 1050 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These issues are related only at a very high level (slash command handling), but they target different integrations and problems: Mattermost is swallowing commands before OpenClaw receives them, while the Slack item requests Socket Mode slash command event support. They should not be clustered as duplicates.", + "confidence": 0.95, + "canonical_issue_reason": "#39261 is the more concrete bug report with a clear failure mode and affected commands/platform (Mattermost intercepting /model, /new, /status, etc.).", + "canonical_pr_reason": null, + "best_issue_reason": "#39261 is the best representative for the cluster because it describes a specific, actionable defect rather than a broader feature request.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:39261", + "right": "issue:66194", + "accept": false, + "reason": "Different platforms and scopes: one is a Mattermost command-routing bug, the other is a Slack Socket Mode feature request. They do not appear to describe the same underlying issue." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 66, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-48652-3", + "nodes": [ + "issue:48652", + "issue:64810", + "issue:64898" + ], + "soft_pairs": [ + "issue:48652|issue:64810", + "issue:48652|issue:64898" + ], + "prepared_review_unit_hash": "ee991ab9029fb1f65d96c1b849d1fdd123e8d0ad69f404197c31ee7c99a1ffe4", + "component_budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 2596, + "estimated_input_tokens": 649, + "estimated_eval_tokens": 1554 + }, + "budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 2596, + "estimated_input_tokens": 649, + "estimated_eval_tokens": 1554 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "All three issues are about missing or confusing in-progress feedback during background work, but they describe different surfaces and failure modes: silent tool turns, Telegram topic interruptions, and Discord warning-triangle UX. They read as related UX themes, not duplicates.", + "confidence": 0.84, + "canonical_issue_reason": "Issue #48652 is the broadest and most general statement of the core symptom: a long-running tool/research turn can stop showing progress or paused-state feedback after tool activity ends.", + "canonical_pr_reason": null, + "best_issue_reason": "#48652 is the best representative because it describes the underlying user-facing problem at the highest level, while the other issues are narrower platform-specific variants or adjacent UX complaints.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:48652", + "right": "issue:64810", + "accept": false, + "reason": "Related status/interruptibility problem, but #64810 is specifically about heartbeat/async system events in Telegram topic sessions swallowing replies, which is a different mechanism and product surface." + }, + { + "left": "issue:48652", + "right": "issue:64898", + "accept": false, + "reason": "Both involve background work feedback, but #64898 is a Discord-specific warning-triangle/in-progress-state UX issue rather than the same silent-turn bug described in #48652." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 67, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-49888-2", + "nodes": [ + "issue:49888", + "issue:68679" + ], + "soft_pairs": [ + "issue:49888|issue:68679" + ], + "prepared_review_unit_hash": "4df4251f640d5a531ea63040d51170c3d7912bf68ed401cd8959cf6a6a3be8b0", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1716, + "estimated_input_tokens": 429, + "estimated_eval_tokens": 1114 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1716, + "estimated_input_tokens": 429, + "estimated_eval_tokens": 1114 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Two issue reports describe oversized persisted tool-result data causing transcript bloat and performance/token problems, but they appear to focus on different manifestations and no shared code-path evidence is present.", + "confidence": 0.67, + "canonical_issue_reason": "Issue #68679 is the more concrete report: it names the specific persisted field (`toolResult.details.aggregated`) and the mechanism (bypassing truncation and token estimation).", + "canonical_pr_reason": null, + "best_issue_reason": "#68679 is the best representative because it identifies the likely root cause and is easier to action than the broader symptom-only report.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:49888", + "right": "issue:68679", + "accept": false, + "reason": "High-level overlap on oversized persisted tool results, but the reports describe different scopes and causes; not enough evidence they are the same underlying bug." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 68, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-49971-2", + "nodes": [ + "issue:49971", + "issue:55342" + ], + "soft_pairs": [ + "issue:49971|issue:55342" + ], + "prepared_review_unit_hash": "f11b854907e93a666792d3ef08c6514f1c87da8db5c1fca5212944dc893813d7", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1592, + "estimated_input_tokens": 398, + "estimated_eval_tokens": 1052 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1592, + "estimated_input_tokens": 398, + "estimated_eval_tokens": 1052 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These two issues are related RFCs about trust in OpenClaw, but they describe different layers of the problem: identity verification vs behavioral reputation. They should stay separate.", + "confidence": 0.91, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": "Issue 49971 is the more foundational and central RFC, with much higher discussion and inbound reference activity; if one item must represent this topic, it is the stronger anchor.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:49971", + "right": "issue:55342", + "accept": false, + "reason": "Not the same underlying request: 49971 proposes native agent identity/trust verification, while 55342 adds a behavioral reputation layer beyond identity. They are adjacent but distinct RFCs and would not be merged into one issue." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 69, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-50628-20", + "nodes": [ + "issue:50628", + "issue:50644", + "issue:53412", + "issue:53413", + "issue:53417", + "issue:53433", + "issue:64158", + "issue:64159", + "issue:64162", + "issue:64163", + "issue:64520", + "issue:64545", + "issue:65168", + "issue:65542", + "issue:65623", + "issue:65624", + "issue:65625", + "issue:65626", + "issue:68403", + "issue:68703" + ], + "soft_pairs": [ + "issue:50628|issue:50644", + "issue:50628|issue:65626", + "issue:50628|issue:64163", + "issue:50628|issue:64162", + "issue:50644|issue:64162", + "issue:50644|issue:64163", + "issue:50644|issue:65626", + "issue:53412|issue:53417", + "issue:53412|issue:53433", + "issue:53412|issue:68403", + "issue:53412|issue:65623", + "issue:53417|issue:64159", + "issue:53417|issue:65624", + "issue:53417|issue:65626", + "issue:53433|issue:64159", + "issue:53433|issue:65624", + "issue:53433|issue:65626", + "issue:53433|issue:65623", + "issue:64158|issue:65542", + "issue:64158|issue:68703", + "issue:64158|issue:64163", + "issue:64158|issue:65168", + "issue:64159|issue:65624", + "issue:64162|issue:68403", + "issue:64163|issue:65626", + "issue:64163|issue:65624", + "issue:64520|issue:68403", + "issue:64520|issue:65625", + "issue:64545|issue:65624", + "issue:64520|issue:64545", + "issue:64545|issue:65625", + "issue:65542|issue:68703", + "issue:64163|issue:65542", + "issue:64163|issue:65623", + "issue:65623|issue:65624", + "issue:65625|issue:68403" + ], + "prepared_review_unit_hash": "8d79a88d91fef12b593077f994fe81bcc0752108eb7e846b0a911e03b22636e8", + "component_budget": { + "node_count": 20, + "item_count": 20, + "soft_pair_count": 36, + "serialized_chars": 24538, + "estimated_input_tokens": 6135, + "estimated_eval_tokens": 12526 + }, + "budget": { + "node_count": 20, + "item_count": 20, + "soft_pair_count": 36, + "serialized_chars": 24538, + "estimated_input_tokens": 6135, + "estimated_eval_tokens": 12526 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "The set breaks into several separate security themes rather than one duplicate cluster: browser-control auth handling, config/redaction leaks, pairing/approval bypasses, and a few token/OAuth issues. The soft links are mostly subsystem-level similarities, not the same concrete bug, so I would not merge any of them.", + "confidence": 0.62, + "canonical_issue_reason": "issue:53433 is the best cluster representative: it is open, has strong inbound reference activity, and sits at the center of the largest redaction/credential-leak theme with multiple nearby soft links.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:53433 is the most useful issue to keep as the representative because it is specific, high-signal, and most connected to the other redaction/secret-leak reports.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:50628", + "right": "issue:50644", + "accept": false, + "reason": "Both are browser-control auth bugs, but one is triggered by trusted-proxy and the other by none; same area, different concrete failure mode." + }, + { + "left": "issue:50628", + "right": "issue:65626", + "accept": false, + "reason": "One is about missing auth installation, the other about honoring inactive credentials; related subsystem, not the same bug." + }, + { + "left": "issue:50628", + "right": "issue:64163", + "accept": false, + "reason": "Browser-control auth handling and localStorage secret storage are different problems." + }, + { + "left": "issue:50628", + "right": "issue:64162", + "accept": false, + "reason": "Auth installation in browser control vs gateway auth rate limiting are distinct issues." + }, + { + "left": "issue:50644", + "right": "issue:64162", + "accept": false, + "reason": "Unauthenticated browser automation APIs and auth rate limiting are separate behaviors." + }, + { + "left": "issue:50644", + "right": "issue:64163", + "accept": false, + "reason": "Browser-control auth propagation and browser localStorage secret retention are unrelated." + }, + { + "left": "issue:50644", + "right": "issue:65626", + "accept": false, + "reason": "Different bugs: silent removal of browser-control auth vs accepting inactive gateway credentials." + }, + { + "left": "issue:53412", + "right": "issue:53417", + "accept": false, + "reason": "Both involve redaction, but the leaked field and code path differ: Feishu encryptKey vs remote CDP URLs." + }, + { + "left": "issue:53412", + "right": "issue:53433", + "accept": false, + "reason": "Same redaction family, but not the same artifact or failure path." + }, + { + "left": "issue:53412", + "right": "issue:68403", + "accept": false, + "reason": "Config redaction bypass and weak-secret placeholder bypass are different issues." + }, + { + "left": "issue:53412", + "right": "issue:65623", + "accept": false, + "reason": "Both touch unredacted config, but one is a Feishu key bypass and the other is a /config show leak." + }, + { + "left": "issue:53417", + "right": "issue:64159", + "accept": false, + "reason": "Remote CDP credential leakage and OAuth openUrl command injection are different bugs." + }, + { + "left": "issue:53417", + "right": "issue:65624", + "accept": false, + "reason": "Redaction bypass for CDP URLs is not the same as cleartext Mattermost callback URLs." + }, + { + "left": "issue:53417", + "right": "issue:65626", + "accept": false, + "reason": "Credential redaction leakage and browser-control auth mode handling are separate issues." + }, + { + "left": "issue:53433", + "right": "issue:64159", + "accept": false, + "reason": "Credential leak via CDP URL redaction is unrelated to OAuth URL command injection." + }, + { + "left": "issue:53433", + "right": "issue:65624", + "accept": false, + "reason": "Both are about exposed secrets, but the concrete mechanisms and targets differ." + }, + { + "left": "issue:53433", + "right": "issue:65626", + "accept": false, + "reason": "Different bug classes: remote CDP redaction leak vs browser-control auth behavior." + }, + { + "left": "issue:53433", + "right": "issue:65623", + "accept": false, + "reason": "Same broad redaction theme, but one is a CDP URL leak and the other is a /config show leak." + }, + { + "left": "issue:64158", + "right": "issue:65542", + "accept": false, + "reason": "Both concern pairing approval, but one is wrong-requester pairing and the other is node exposure before approval." + }, + { + "left": "issue:64158", + "right": "issue:68703", + "accept": false, + "reason": "Different authorization domains: device pairing/requester selection vs Discord guild-admin actions." + }, + { + "left": "issue:64158", + "right": "issue:64163", + "accept": false, + "reason": "Pairing requester selection and browser localStorage secret storage are unrelated." + }, + { + "left": "issue:64158", + "right": "issue:65168", + "accept": false, + "reason": "Close conceptually, but one is mispairing the requester and the other is pre-approval node.invoke reachability." + }, + { + "left": "issue:64159", + "right": "issue:65624", + "accept": false, + "reason": "OpenUrl command injection and cleartext callback URLs are different OAuth/Mattermost bugs." + }, + { + "left": "issue:64162", + "right": "issue:68403", + "accept": false, + "reason": "Gateway auth rate limiting and weak-secret guard bypass are distinct flaws." + }, + { + "left": "issue:64163", + "right": "issue:65626", + "accept": false, + "reason": "Browser localStorage secret persistence and gateway auth-mode handling are different issues." + }, + { + "left": "issue:64163", + "right": "issue:65624", + "accept": false, + "reason": "Device-auth secret storage and Mattermost callback URL exposure are unrelated." + }, + { + "left": "issue:64520", + "right": "issue:68403", + "accept": false, + "reason": "Both involve weak gateway credentials, but one is a shipped example token and the other is a placeholder/guard bypass." + }, + { + "left": "issue:64520", + "right": "issue:65625", + "accept": false, + "reason": "Different insecure defaults: example env token vs empty token with LAN bind default." + }, + { + "left": "issue:64545", + "right": "issue:65624", + "accept": false, + "reason": "Hardcoded HMAC-derived token forging and cleartext callback URLs are separate vulnerabilities." + }, + { + "left": "issue:64520", + "right": "issue:64545", + "accept": false, + "reason": "Weak example token and hardcoded HMAC key are different secrets-management bugs." + }, + { + "left": "issue:64545", + "right": "issue:65625", + "accept": false, + "reason": "Different artifacts and failure modes: token derivation key vs empty gateway token default." + }, + { + "left": "issue:65542", + "right": "issue:68703", + "accept": false, + "reason": "Both are authorization-related, but one is device/node approval and the other is Discord admin action checks." + }, + { + "left": "issue:64163", + "right": "issue:65542", + "accept": false, + "reason": "Device-auth secret storage and node exposure before approval are different bugs." + }, + { + "left": "issue:64163", + "right": "issue:65623", + "accept": false, + "reason": "LocalStorage secret retention is not the same as unredacted config output." + }, + { + "left": "issue:65623", + "right": "issue:65624", + "accept": false, + "reason": "Different leak surfaces: config output vs slash-command callback URLs." + }, + { + "left": "issue:65625", + "right": "issue:68403", + "accept": false, + "reason": "Both mention weak tokens, but the insecure-default setup and the guard bypass are not the same bug." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 70, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-50991-2", + "nodes": [ + "issue:50991", + "issue:67911" + ], + "soft_pairs": [ + "issue:50991|issue:67911" + ], + "prepared_review_unit_hash": "fa46e1dbe276830e95fd01fec4ddc540e3f67fe409343408cf7135a4bfd1df9b", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1542, + "estimated_input_tokens": 386, + "estimated_eval_tokens": 1028 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1542, + "estimated_input_tokens": 386, + "estimated_eval_tokens": 1028 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Both items are feature requests around session-memory/memory capture hooks, but they target different trigger points: one is specifically for the /compact command, the other is a general session-end hook for automatic commitment/capture. They are related, but not the same underlying change.", + "confidence": 0.88, + "canonical_issue_reason": "Issue #67911 is the broader, more general request and is a better representative for the session-memory hook theme.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue #67911 best captures the overall feature area (automatic memory capture at session end) and is the more general cluster representative.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:50991", + "right": "issue:67911", + "accept": false, + "reason": "Same broad memory/session-hook theme, but the requested behavior is different: /compact-triggered hook vs. automatic hook on session end. Different event semantics and implementation scope." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 71, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-51349-2", + "nodes": [ + "issue:51349", + "issue:51350" + ], + "soft_pairs": [ + "issue:51349|issue:51350" + ], + "prepared_review_unit_hash": "def544bd71d5a7d9db2e9508b7b6760b3bf3cc2085c3afe73dc1a94d0da7ec69", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1500, + "estimated_input_tokens": 375, + "estimated_eval_tokens": 1006 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1500, + "estimated_input_tokens": 375, + "estimated_eval_tokens": 1006 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "The two issues are thematically related to Slack media/vision work, but they are not duplicates: one is an umbrella epic and the other is a narrower audit task.", + "confidence": 0.9, + "canonical_issue_reason": "Issue 51349 is the broader umbrella ticket (\u201cEpic\u201d) and is the better canonical anchor for the cluster\u2019s topic.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 51349 is the best representative issue because it captures the overall initiative rather than a single subtask.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:51349", + "right": "issue:51350", + "accept": false, + "reason": "Related scope, but not the same underlying work: 51349 is an epic for Slack attachment vision enablement, while 51350 is an audit of the Slack media-to-model handoff." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 72, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-51612-2", + "nodes": [ + "issue:51612", + "issue:52532" + ], + "soft_pairs": [ + "issue:51612|issue:52532" + ], + "prepared_review_unit_hash": "a6dd61a13f2eb1aa2bafc7330314a38922ff628214a8646233f348609935e832", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1582, + "estimated_input_tokens": 396, + "estimated_eval_tokens": 1048 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1582, + "estimated_input_tokens": 396, + "estimated_eval_tokens": 1048 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Both items are feature requests about long-term AI/memory, but they describe different proposed designs and levels of specificity. They are related in theme, not the same underlying request.", + "confidence": 0.74, + "canonical_issue_reason": "Issue #51612 is the better canonical issue because it is the more concrete and architecture-specific proposal (persistent memory system with a compaction tree), making it a better anchor for any future consolidation of similar memory-system ideas.", + "canonical_pr_reason": null, + "best_issue_reason": "#51612 is the strongest standalone issue: it is clearer, more actionable, and more likely to subsume closely related memory feature discussions than the more abstract #52532.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:51612", + "right": "issue:52532", + "accept": false, + "reason": "Reject as duplicates: both are broad memory-related feature ideas, but they propose different concepts ('compaction tree' vs. 'semantic memory with Ebbinghaus decay') and do not look like the same concrete underlying feature request." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 73, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-51827-2", + "nodes": [ + "issue:51827", + "issue:51857" + ], + "soft_pairs": [ + "issue:51827|issue:51857" + ], + "prepared_review_unit_hash": "5d4072e507c9640b72838fa9c6858a56aee6991d832e3c27de6a535fec9b4418", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1570, + "estimated_input_tokens": 393, + "estimated_eval_tokens": 1042 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1570, + "estimated_input_tokens": 393, + "estimated_eval_tokens": 1042 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These two issues read like different bug reports rather than duplicates: one is about the system believing a delivery succeeded when it did not, while the other is about the agent not being able to observe what was sent. The soft similarity appears to be mostly metaphorical.", + "confidence": 0.87, + "canonical_issue_reason": "No clear canonical issue: the titles and implied failure modes point to different underlying problems.", + "canonical_pr_reason": null, + "best_issue_reason": "Neither issue is a strong duplicate target for the other; if forced, 51827 is slightly more concrete, but the cluster does not look mergeable as one issue.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:51827", + "right": "issue:51857", + "accept": false, + "reason": "Reject: the first concerns delivery confirmation mismatch, while the second concerns lack of visibility into sent content. They do not describe the same concrete bug." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 74, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-53239-3", + "nodes": [ + "issue:53239", + "issue:53240", + "issue:66906" + ], + "soft_pairs": [ + "issue:53239|issue:53240", + "issue:53239|issue:66906" + ], + "prepared_review_unit_hash": "c6db9be2f805b1811dfbf9f695ddab620516a6ed5bd219d8d47a277a08f3e8f2", + "component_budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 2588, + "estimated_input_tokens": 647, + "estimated_eval_tokens": 1550 + }, + "budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 2588, + "estimated_input_tokens": 647, + "estimated_eval_tokens": 1550 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Two Telegram issues describe the same approval-id failure on multi-account exec approval; the Discord issue is unrelated and should not be clustered with them.", + "confidence": 0.96, + "canonical_issue_reason": "Issue #53240 is the more specific and actionable report: it names the failing condition on non-default Telegram accounts, which appears to be the concrete manifestation of the broader bug described in #53239.", + "canonical_pr_reason": null, + "best_issue_reason": "#53240 best represents the underlying bug because it narrows the symptom to non-default accounts and matches the shared Telegram approval-id failure mode.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:53239", + "right": "issue:53240", + "accept": true, + "reason": "Same Telegram exec-approval failure; #53240 is a more specific restatement of the same underlying bug affecting non-default accounts." + }, + { + "left": "issue:53239", + "right": "issue:66906", + "accept": false, + "reason": "Different product and failure mode: Telegram approval-id expiration vs Discord submit errors during elevated-mode auto-resolution." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The conclusions are well grounded in the packet: #53240 is clearly the more specific Telegram report, and the overlap with #53239 is supported by the matching approval-id failure title. The Discord issue is appropriately kept separate. No overstatement beyond the available evidence." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 75, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-53246-2", + "nodes": [ + "issue:53246", + "issue:67640" + ], + "soft_pairs": [ + "issue:53246|issue:67640" + ], + "prepared_review_unit_hash": "0738a79ce6ffb25a624952cd86c8608047461ce5c0791225ae50b419b3a66c8d", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1587, + "estimated_input_tokens": 397, + "estimated_eval_tokens": 1050 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1587, + "estimated_input_tokens": 397, + "estimated_eval_tokens": 1050 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These are two unrelated feature requests for different chat integrations: official Mattermost support vs. a bundled YuanBao bot plugin for Tencent YuanBao. They are not duplicates and should not be clustered as the same underlying change.", + "confidence": 0.98, + "canonical_issue_reason": "No true canonical duplicate exists here; if one issue must be chosen as the cluster representative, issue #53246 is slightly broader and more general in scope, but it does not subsume #67640.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue #53246 is the better representative only because it is a more generic platform-integration feature request; however, it should not be treated as the same request as #67640.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:53246", + "right": "issue:67640", + "accept": false, + "reason": "Different targets and product integrations: Mattermost channel support vs. YuanBao/Tencent YuanBao Bot plugin. They describe separate features, not the same underlying bug or change." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 76, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-53323-2", + "nodes": [ + "issue:53323", + "issue:53324" + ], + "soft_pairs": [ + "issue:53323|issue:53324" + ], + "prepared_review_unit_hash": "ce466afc05984885a52c3a8467d25b9930560a71eeeb5bc9652365cf2973c17a", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1496, + "estimated_input_tokens": 374, + "estimated_eval_tokens": 1004 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1496, + "estimated_input_tokens": 374, + "estimated_eval_tokens": 1004 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These two issues appear to be the same report: identical title, nearly identical body length, and no distinguishing metadata. Issue #53323 is the best canonical issue because it was created first.", + "confidence": 0.99, + "canonical_issue_reason": "#53323 is the earliest-created of two near-identical issues with the same title and effectively the same content.", + "canonical_pr_reason": null, + "best_issue_reason": "#53323 is the strongest single issue to keep as the representative duplicate target because it is first and indistinguishable in substance from #53324.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:53323", + "right": "issue:53324", + "accept": true, + "reason": "Same title and essentially the same body size/content signals the same underlying issue." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet: the issues have the same title, nearly identical body lengths, and the only pair signal is strong soft similarity. Choosing the earlier issue as canonical is conservative and supported. No soft-edge verdict overstates the evidence." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 77, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-53338-3", + "nodes": [ + "issue:53338", + "issue:53339", + "issue:66195" + ], + "soft_pairs": [ + "issue:53338|issue:53339", + "issue:53339|issue:66195" + ], + "prepared_review_unit_hash": "751c64ec81dc1c0f43f14665fd67e4d2df5238660681599ab07caacae82cf0ff", + "component_budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 2578, + "estimated_input_tokens": 645, + "estimated_eval_tokens": 1546 + }, + "budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 2578, + "estimated_input_tokens": 645, + "estimated_eval_tokens": 1546 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "53338 is clearly separate from the memory-lancedb-pro reports. 53339 and 66195 look related and likely share the same regression family, but the evidence shown is only matching error text/soft similarity, so it is not enough to merge them as the same bug.", + "confidence": 0.86, + "canonical_issue_reason": "53339 is the best single representative for the memory-lancedb-pro plugin-tool regression because it is the earlier, broader report with the core `stringEnum is not a function` symptom. However, it should not be treated as a confirmed duplicate of 66195 on the current evidence.", + "canonical_pr_reason": null, + "best_issue_reason": "53339 is the best issue to anchor the memory-lancedb-pro thread: it is the earliest and most general description of the failure, while 66195 reads more like a later, similar report that may be related but is not proven identical.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:53338", + "right": "issue:53339", + "accept": false, + "reason": "Different subsystems and symptoms: Telegram polling/network recovery versus memory-lancedb-pro `stringEnum` plugin-tool failure. These are not the same bug." + }, + { + "left": "issue:53339", + "right": "issue:66195", + "accept": false, + "reason": "Likely related regression, but not enough evidence for a duplicate merge: the packet only shows similar title text and soft similarity, without a concrete shared code-path or explicit linkage." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "The split between 53338 and the memory-lancedb-pro issues is well grounded, but the 53339\u219466195 verdict is too strong for the packet. The only evidence shown is soft similarity and matching error text in the titles; that supports a likely related regression, but not a confident same-bug/duplicate claim. Please downgrade that edge to a cautious \u2018likely related\u2019 rather than accepted as the same issue." + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 78, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-53341-2", + "nodes": [ + "issue:53341", + "issue:65792" + ], + "soft_pairs": [ + "issue:53341|issue:65792" + ], + "prepared_review_unit_hash": "37f047df9e5c27b738d4e1acd21ebdde62af069af70b006e4bf95ac1c36151a3", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1568, + "estimated_input_tokens": 392, + "estimated_eval_tokens": 1040 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1568, + "estimated_input_tokens": 392, + "estimated_eval_tokens": 1040 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Related plugin-hook feature requests, but they target different hooks and different delivery behavior, so they are not duplicates.", + "confidence": 0.88, + "canonical_issue_reason": "No clear canonical issue: one request is for an opt-in blocking mode on `message_received`, while the other is for adding `message_sending` support on the webchat/WebSocket delivery path.", + "canonical_pr_reason": null, + "best_issue_reason": "If a single representative is needed, #53341 is the broader hook-behavior request, but it should not be treated as a duplicate of #65792.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:53341", + "right": "issue:65792", + "accept": false, + "reason": "Different underlying feature requests: `message_received` blocking mode versus `message_sending` support for webchat/WebSocket delivery. They share a subsystem but not the same concrete change." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 79, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-53403-2", + "nodes": [ + "issue:53403", + "issue:53685" + ], + "soft_pairs": [ + "issue:53403|issue:53685" + ], + "prepared_review_unit_hash": "80de25d4990facabbd453aeb70c176d493493196de638ed7c226fcb9360a1be2", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1624, + "estimated_input_tokens": 406, + "estimated_eval_tokens": 1068 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1624, + "estimated_input_tokens": 406, + "estimated_eval_tokens": 1068 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These two issues describe the same plugin import-resolution regression for external/user-installed plugins: `openclaw/plugin-sdk` fails to resolve because the alias/module path mapping is missing the expected fallback behavior.", + "confidence": 0.92, + "canonical_issue_reason": "Issue 53685 is the more specific and actionable report: it names the exact failing import pattern (`openclaw/plugin-sdk/*`) and points to the alias-map `argv1` fallback, making it the better canonical tracker for the underlying bug.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 53685 is the best issue to keep as the canonical reference because it is the clearest description of the concrete failure mode and likely easier to route to a fix; issue 53403 is a broader regression report of the same problem.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:53403", + "right": "issue:53685", + "accept": true, + "reason": "Same underlying bug: both report external/user-installed plugins failing to resolve `openclaw/plugin-sdk` imports after the 3.23 regression. The second issue simply narrows the root cause to the missing alias-map argv1 fallback." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "Grounded in the packet: both issue titles describe the same plugin import-resolution regression, and the more specific 53685 is a reasonable canonical issue. The soft pair verdict is conservative enough given the limited evidence." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 80, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-53404-2", + "nodes": [ + "issue:53404", + "issue:53457" + ], + "soft_pairs": [ + "issue:53404|issue:53457" + ], + "prepared_review_unit_hash": "403516a4c0bcc3ebbc713bfae0aa5515f88d4bd324a58dfe63ccb88fc18d8677", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1587, + "estimated_input_tokens": 397, + "estimated_eval_tokens": 1050 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1587, + "estimated_input_tokens": 397, + "estimated_eval_tokens": 1050 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "The two issues are likely related and may be duplicate/near-duplicate reports, but the evidence here is only title similarity plus a soft signal. #53457 has a longer body and inbound references, so it could be a follow-up or expansion rather than the exact same request.", + "confidence": 0.68, + "canonical_issue_reason": "The evidence is not strong enough to assert a single canonical duplicate with confidence; at most, #53404 is the cleaner earlier report.", + "canonical_pr_reason": null, + "best_issue_reason": "#53404 is the earlier, simpler issue and is the better provisional representative if the pair is triaged together.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:53404", + "right": "issue:53457", + "accept": false, + "reason": "Likely related, but not enough evidence to confirm the same underlying feature request. There are no explicit links or shared targets, and #53457's longer body/inbound references leave open the possibility of a follow-up or expansion rather than a duplicate." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "The relationship is plausible, but the summary and canonicalization are too strong for the evidence in the packet. We only have title similarity, a soft-similarity signal, and no explicit links or shared targets; #53457 also has a much longer body and inbound references, so it could be a follow-up or expansion rather than a plain duplicate. Please soften the verdict to something like \"likely related / probable duplicate\" rather than asserting the same underlying feature request and a canonical original." + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 81, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-53483-2", + "nodes": [ + "issue:53483", + "issue:63779" + ], + "soft_pairs": [ + "issue:53483|issue:63779" + ], + "prepared_review_unit_hash": "e6adc847c7913ae1f181631c37150c14bbe38b590f9e90b2c6b686af13108f84", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1588, + "estimated_input_tokens": 397, + "estimated_eval_tokens": 1050 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1588, + "estimated_input_tokens": 397, + "estimated_eval_tokens": 1050 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These two issues should not be treated as duplicates. 53483 reads like a broader feature-style request for auto-yielding after an ACP spawn, while 63779 reports a specific ACP completion/assistant-role message not activating the next turn after sessions_yield. The only evidence is soft similarity, so the pair is too weak to accept as the same bug.", + "confidence": 0.93, + "canonical_issue_reason": "63779 is the better canonical issue because it describes a concrete failure mode and is more actionable for triage; 53483 is broader and framed more like a feature request.", + "canonical_pr_reason": null, + "best_issue_reason": "63779 is the strongest issue to anchor the cluster since it identifies the specific broken ACP completion/next-turn activation path.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:53483", + "right": "issue:63779", + "accept": false, + "reason": "Reject: the titles and context point to different levels of specificity and intent. 53483 is a broad auto-yield request, while 63779 is a concrete delivery-mirror/next-turn activation bug; there is no shared target or explicit linkage to justify duplication." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "The summary overstates the evidence. In the packet, issue 53483 is framed as a feature-like auto-yield request, while 63779 describes a specific ACP completion/next-turn activation failure. The only linkage is soft_similarity (no shared files/targets or explicit links), so accepting the pair as the same bug is not conservative enough." + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 82, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-53504-2", + "nodes": [ + "issue:53504", + "issue:65998" + ], + "soft_pairs": [ + "issue:53504|issue:65998" + ], + "prepared_review_unit_hash": "c5c621962d1f50d6269b582fbd33ee8692de5be64f6e874f7f8f5012b4f31814", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1628, + "estimated_input_tokens": 407, + "estimated_eval_tokens": 1070 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1628, + "estimated_input_tokens": 407, + "estimated_eval_tokens": 1070 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Both issues involve MCP/sub-agent tool filtering, but they describe different failure modes: a policy bypass vs. an allow-filter omission that triggers 400s in large deployments. They are related, but not clearly the same underlying bug.", + "confidence": 0.72, + "canonical_issue_reason": "Issue 53504 is the broader, more central report: MCP tools bypass the intended tools.subagents.tools.allow/deny policy filtering. That reads like the core bug class the other report may fall under.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 53504 is the best representative because it names the policy-bypass behavior directly and is less tied to a specific deployment symptom than 65998.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:53504", + "right": "issue:65998", + "accept": false, + "reason": "Related area, but not enough evidence they are the same concrete bug. 53504 is about policy filtering being bypassed; 65998 is about toolsAllow failing to exclude MCP schemas and causing 400s on large deployments." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 83, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-53527-2", + "nodes": [ + "issue:53527", + "issue:68387" + ], + "soft_pairs": [], + "prepared_review_unit_hash": "751775dcf1e6900940e29951cad50e739b2ed1c13cff2e28200cf1415533c726", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 0, + "serialized_chars": 1347, + "estimated_input_tokens": 337, + "estimated_eval_tokens": 930 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 0, + "serialized_chars": 1347, + "estimated_input_tokens": 337, + "estimated_eval_tokens": 930 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Both issues describe the same `sessions_send` behavior: the tool reports `timeout` even though the target session actually receives and processes the message successfully. The second is a Chinese-language duplicate of the first.", + "confidence": 0.98, + "canonical_issue_reason": "Issue #53527 is the clearer canonical report: it is in English, has a precise title describing the misleading `timeout` status, and is the more informative reference for the underlying behavior.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue #53527 is the best overall issue because it states the symptom and contradiction explicitly and is easier to triage and link from other reports.", + "best_pr_reason": null, + "soft_edge_verdicts": [] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 84, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-53684-2", + "nodes": [ + "issue:53684", + "issue:55347" + ], + "soft_pairs": [ + "issue:53684|issue:55347" + ], + "prepared_review_unit_hash": "78353a6342d614c6982acdb80367df944859c8a9f9bc346e432ba459f3b87c2a", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1567, + "estimated_input_tokens": 392, + "estimated_eval_tokens": 1040 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1567, + "estimated_input_tokens": 392, + "estimated_eval_tokens": 1040 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "The two issues are closely related gateway resiliency feature requests, but they are not clearly the same duplicate: one centers on failure recovery plus notifications, while the other asks for self-healing with a configurable recovery workflow.", + "confidence": 0.63, + "canonical_issue_reason": "Issue 55347 is the clearer, more specific description of the core recovery/self-healing feature and is a better anchor if the cluster is treated as one topic.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 55347 is the best single representative because it states the mechanism and configurability more concretely than 53684.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:53684", + "right": "issue:55347", + "accept": false, + "reason": "Same broad gateway recovery theme, but not the same concrete request: 53684 adds notification mechanism details, while 55347 focuses on self-healing and configurable recovery workflow." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 85, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-53698-2", + "nodes": [ + "issue:53698", + "issue:66965" + ], + "soft_pairs": [ + "issue:53698|issue:66965" + ], + "prepared_review_unit_hash": "209f68623ef8dc931264f3313eb344080a6ab61c0b1d7bb5397fa30132a019c3", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1630, + "estimated_input_tokens": 408, + "estimated_eval_tokens": 1072 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1630, + "estimated_input_tokens": 408, + "estimated_eval_tokens": 1072 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Both issues describe the same WhatsApp idle-reconnect problem: a hardcoded ~30 minute message timeout that should be configurable to prevent reconnect loops on low-traffic setups.", + "confidence": 0.97, + "canonical_issue_reason": "Issue #53698 is the more detailed report, explicitly naming the hardcoded MESSAGE_TIMEOUT_MS value and the reconnect-loop symptom.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue #53698 is the best canonical issue because it states both the root cause and the user-facing impact clearly.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:53698", + "right": "issue:66965", + "accept": true, + "reason": "Same underlying bug and requested fix: expose WhatsApp message timeout as a config option to stop idle reconnect loops." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The conclusion is grounded in the packet: both issue titles describe the same WhatsApp idle-reconnect problem and the same requested remedy (make the message timeout configurable). The soft-edge accept is conservative enough, and there is no PR-mergeability concern here because this is an issue pair." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 86, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-53896-2", + "nodes": [ + "issue:53896", + "issue:66283" + ], + "soft_pairs": [ + "issue:53896|issue:66283" + ], + "prepared_review_unit_hash": "e156ad43e69b571d436d86e496b233f1fd90ada7bbda7fe0127d4a369b49e75e", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1584, + "estimated_input_tokens": 396, + "estimated_eval_tokens": 1048 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1584, + "estimated_input_tokens": 396, + "estimated_eval_tokens": 1048 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Both items are bug reports about runtime TypeErrors, but they point to different code paths and failure modes: one is in sessions_spawn with a missing value being trimmed, the other is a cron agentTurn payload causing a startsWith crash. They are related only at a broad symptom level, not as the same underlying defect.", + "confidence": 0.88, + "canonical_issue_reason": "Issue #53896 is the better canonical issue because it is more specific about the crashing function and error cause, making it a clearer representative for the sessions_spawn bug.", + "canonical_pr_reason": null, + "best_issue_reason": "#53896 is the best issue candidate overall since it describes a concrete crash location and failure mechanism; #66283 appears to be a separate cron-related bug.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:53896", + "right": "issue:66283", + "accept": false, + "reason": "Reject: the reports involve different subsystems and different thrown errors ('trim' vs 'startsWith'), so they do not look like the same underlying bug." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 87, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-53910-2", + "nodes": [ + "issue:53910", + "issue:53911" + ], + "soft_pairs": [ + "issue:53910|issue:53911" + ], + "prepared_review_unit_hash": "961242fe3a7dd917f990234adcecbbb82ed93977e8ac5b34ff1c4c53be188899", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1604, + "estimated_input_tokens": 401, + "estimated_eval_tokens": 1058 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1604, + "estimated_input_tokens": 401, + "estimated_eval_tokens": 1058 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These two msteams bugs are related to error handling, but they describe different failure modes: one is about errors being logged as `[object Object]` instead of stringified, the other is about the agent not detecting or surfacing message delivery failures. I would not treat them as the same underlying issue.", + "confidence": 0.88, + "canonical_issue_reason": "Issue #53911 is the broader, more fundamental msteams error-handling bug: delivery failures are being silently dropped. #53910 looks like a separate logging/serialization symptom.", + "canonical_pr_reason": null, + "best_issue_reason": "#53911 is the better representative issue because it captures the underlying functional failure rather than just the log formatting problem.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:53910", + "right": "issue:53911", + "accept": false, + "reason": "Related area, but not the same bug: one concerns stringifying logged errors, the other concerns failure delivery being ignored/silently dropped." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 88, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-54077-2", + "nodes": [ + "issue:54077", + "issue:64402" + ], + "soft_pairs": [ + "issue:54077|issue:64402" + ], + "prepared_review_unit_hash": "6093662a7987725c556a4d067994c6770bc95f8a3fdee8862541d2f67a7ad6f8", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1652, + "estimated_input_tokens": 413, + "estimated_eval_tokens": 1082 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1652, + "estimated_input_tokens": 413, + "estimated_eval_tokens": 1082 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These two issues both touch Discord agent capability exposure, but they describe different missing paths: one is a DM-session message-tool omission under a specific profile/allowlist setup, while the other is about channel/thread create actions being advertised without a usable runtime path. They do not look like the same underlying bug.", + "confidence": 0.91, + "canonical_issue_reason": "issue #54077 is the more concrete, user-facing bug report with a specific reproduction scenario and narrow failure mode.", + "canonical_pr_reason": null, + "best_issue_reason": "#54077 is the best representative issue because it describes a specific broken behavior rather than a broader capability/documentation mismatch.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:54077", + "right": "issue:64402", + "accept": false, + "reason": "Different underlying problems: missing message tool in DM sessions vs. advertised channel/thread create actions lacking an invokable path. Related subsystem, but not the same bug and unlikely to be fixed by one change." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 89, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-62496-2", + "nodes": [ + "issue:62496", + "issue:65951" + ], + "soft_pairs": [ + "issue:62496|issue:65951" + ], + "prepared_review_unit_hash": "3d23349e0643c70294f434d207808d5544ed8326cfd9cf3a1d511395b3e89a81", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1714, + "estimated_input_tokens": 429, + "estimated_eval_tokens": 1114 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1714, + "estimated_input_tokens": 429, + "estimated_eval_tokens": 1114 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Both issues concern Telegram DM audio handling, but they describe different failure modes: one is attachment normalization causing voice-note transcription to fail, the other is a later regression where auto-TTS is skipped after transcript replacement flips inboundAudio. Related subsystem, not the same bug.", + "confidence": 0.87, + "canonical_issue_reason": "Issue 62496 is the more concrete, root-cause-oriented report: it identifies the failing code path (`allMedia[n].path` undefined -> `normalizeAttachments` drops audio) and describes a clear reproduction/failure.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 62496 is the best representative of the cluster because it pins the bug to a specific attachment-processing defect, making it more actionable than the broader follow-on symptom in 65951.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:62496", + "right": "issue:65951", + "accept": false, + "reason": "Reject: both involve Telegram DM voice notes, but 62496 is about transcription failing during attachment normalization, while 65951 is about auto-TTS suppression after transcript replacement changes `inboundAudio`. Different concrete code-path failures, not clearly the same underlying bug." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 90, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-62912-2", + "nodes": [ + "issue:62912", + "issue:62913" + ], + "soft_pairs": [ + "issue:62912|issue:62913" + ], + "prepared_review_unit_hash": "d779f38b95336d780d1a46bf73aa3e3d0fe6d919f10780720f3a542cbe5dd054", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1649, + "estimated_input_tokens": 413, + "estimated_eval_tokens": 1082 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1649, + "estimated_input_tokens": 413, + "estimated_eval_tokens": 1082 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "The two issues are related to the agent continuing to act after a user attempts to stop it, but they read as different failure modes: one is cancellation/reset not halting an active execution, the other is broader instruction-following/autonomy after being told to stop a particular approach. I would not merge them as the same bug.", + "confidence": 0.79, + "canonical_issue_reason": "Issue 62912 is the more concrete report: it names the session abort/reset path and the visible symptom of continued external actions after Stop and /new, making it a better anchor for triage.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 62912 is the best representative because it describes a specific control-flow failure and user-visible reproduction context, whereas 62913 is phrased more generally.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:62912", + "right": "issue:62913", + "accept": false, + "reason": "Related behavior, but not clearly the same underlying bug: 62912 is about execution cancellation/reset failing to stop active actions, while 62913 is about the agent disregarding a stop instruction and choosing an autonomous approach." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 91, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-62949-6", + "nodes": [ + "issue:62949", + "issue:63114", + "issue:63239", + "issue:63358", + "issue:63360", + "issue:63361" + ], + "soft_pairs": [ + "issue:62949|issue:63360", + "issue:63114|issue:63360", + "issue:63114|issue:63239", + "issue:63114|issue:63358", + "issue:63114|issue:63361", + "issue:63239|issue:63358", + "issue:63239|issue:63360", + "issue:63358|issue:63360", + "issue:63358|issue:63361", + "issue:63360|issue:63361" + ], + "prepared_review_unit_hash": "f03dbf925991c2cec479a3a0aafbf59ba40eec7e53676dbeb90f089025864907", + "component_budget": { + "node_count": 6, + "item_count": 6, + "soft_pair_count": 10, + "serialized_chars": 7042, + "estimated_input_tokens": 1761, + "estimated_eval_tokens": 3778 + }, + "budget": { + "node_count": 6, + "item_count": 6, + "soft_pair_count": 10, + "serialized_chars": 7042, + "estimated_input_tokens": 1761, + "estimated_eval_tokens": 3778 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "One issue is unrelated (test-harness vitest bundle leakage). The other five issues all describe the same Slack contract-api startup/config-load crash around `legacyConfigRules` / `Cannot read properties of undefined (reading 't')`, so they belong in one duplicate cluster.", + "confidence": 0.9, + "canonical_issue_reason": "Issue 63360 is the clearest bug report for the shared crash: it names the exact user-facing failure, the Slack contract-api `legacyConfigRules` getter, and the startup impact.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 63360 is the best representative because it gives the most specific failing path while still describing the common crash seen across the cluster.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:62949", + "right": "issue:63360", + "accept": false, + "reason": "Different problem: vitest leaking into the production bundle vs. a Slack contract-api config-load crash." + }, + { + "left": "issue:63114", + "right": "issue:63360", + "accept": true, + "reason": "Same underlying Slack contract-api TypeError on startup/config load; the titles point to the same undefined `t`/getter failure." + }, + { + "left": "issue:63114", + "right": "issue:63239", + "accept": true, + "reason": "Both report the same Slack contract-api regression causing the same TypeError during config load." + }, + { + "left": "issue:63114", + "right": "issue:63358", + "accept": true, + "reason": "Same crash symptoms in the same Slack contract API path; one is just phrased as config-load failure when disabled." + }, + { + "left": "issue:63114", + "right": "issue:63361", + "accept": true, + "reason": "`63361` is effectively the fix/duplicate report for the same contract-api crash described in `63114`." + }, + { + "left": "issue:63239", + "right": "issue:63358", + "accept": true, + "reason": "Both describe the same regression/crash on Slack config load, just with different wording and scope." + }, + { + "left": "issue:63239", + "right": "issue:63360", + "accept": true, + "reason": "Same error and same Slack contract-api startup path; `63360` is a more specific repro of the same bug." + }, + { + "left": "issue:63358", + "right": "issue:63360", + "accept": true, + "reason": "Same underlying crash in Slack contract-api during config load/startup." + }, + { + "left": "issue:63358", + "right": "issue:63361", + "accept": true, + "reason": "Both center on the same Slack contract API crash; `63361` describes the stub needed to avoid it." + }, + { + "left": "issue:63360", + "right": "issue:63361", + "accept": true, + "reason": "Same exact code path: `legacyConfigRules` getter crash / undefined `t` during Slack startup." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "Grounded overall: 62949 is clearly unrelated, and the Slack issues consistently point to the same contract-api/config-load crash around `t`/`legacyConfigRules`. Minor caution: 63361 reads more like a fix report than a pure duplicate, so 'same bug cluster' is a safer phrasing than 'duplicate cluster'." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 92, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-63132-2", + "nodes": [ + "issue:63132", + "issue:66691" + ], + "soft_pairs": [ + "issue:63132|issue:66691" + ], + "prepared_review_unit_hash": "f07dc0000169cc710059673a65ecdafbf807aa5649b0323edc7e9f95dac1f846", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1650, + "estimated_input_tokens": 413, + "estimated_eval_tokens": 1082 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1650, + "estimated_input_tokens": 413, + "estimated_eval_tokens": 1082 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "The two issues are likely related and may be duplicates, but the packet does not provide enough concrete evidence to confidently merge them. They both concern STT/audio transcription and private-network/LAN request handling, yet the only linkage shown is soft similarity, with no explicit targets, shared filenames, or deterministic acceptance.", + "confidence": 0.64, + "canonical_issue_reason": "If these are clustered, #63132 is the better canonical issue because it is the broader, open report and describes the underlying STT transcription/SSRF failure without narrowing itself to one specific release note.", + "canonical_pr_reason": null, + "best_issue_reason": "#63132 is the best issue candidate for the cluster because it is the broader root-style report and is open, while #66691 is a narrower, release-specific regression report that appears more derivative.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:63132", + "right": "issue:66691", + "accept": false, + "reason": "The overlap is suggestive, but the evidence is too thin to treat them as the same underlying bug with confidence. There are no explicit links or shared targets, and the only signal is soft similarity; a conservative read is likely related/possible duplicate, not a confirmed duplicate pair." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "The summary is a bit too strong for the evidence in the packet. The two titles clearly overlap around STT/audio transcription and private-network handling, but the only pair signal shown is soft_similarity with no explicit links or shared targets, and the deterministic accept is false. A conservative read would be \"likely related/possibly duplicate\" rather than asserting they are the same regression and should be clustered as duplicates." + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 93, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-63290-2", + "nodes": [ + "issue:63290", + "issue:63310" + ], + "soft_pairs": [ + "issue:63290|issue:63310" + ], + "prepared_review_unit_hash": "1ae54fda6aad310a8867dbec2a78731a947960f8a87a4500603cfaa4a6a53867", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1560, + "estimated_input_tokens": 390, + "estimated_eval_tokens": 1036 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1560, + "estimated_input_tokens": 390, + "estimated_eval_tokens": 1036 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "The two issues are related to AI/agent orchestration, but they describe different feature directions: one is a chief-of-staff coordination layer for multi-agent workflows, the other is a managed-agents layer for long-lived delegated work. I would not treat them as duplicates.", + "confidence": 0.88, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": "Issue 63310 is the slightly better representative of the cluster because it states a broader, more general platform feature, but it still appears distinct from 63290 rather than a duplicate.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:63290", + "right": "issue:63310", + "accept": false, + "reason": "Related agent-platform ideas, but not the same underlying feature request: orchestration for multi-agent workflows vs managed long-lived delegation. They could coexist as separate work items." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 94, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-63306-2", + "nodes": [ + "issue:63306", + "issue:63307" + ], + "soft_pairs": [ + "issue:63306|issue:63307" + ], + "prepared_review_unit_hash": "5e099104993fdf0e010e772cc85f6d2b03283bbc237aef3b71b457b438e769e6", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1542, + "estimated_input_tokens": 386, + "estimated_eval_tokens": 1028 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1542, + "estimated_input_tokens": 386, + "estimated_eval_tokens": 1028 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "The two issues are related only at a very broad meta level, but they target different problem areas: orchestration/multi-agent operator UX vs retrieval/context efficiency/session quality. They should not be deduplicated.", + "confidence": 0.95, + "canonical_issue_reason": "No canonical issue: these describe different underlying product concerns and do not appear to be duplicates.", + "canonical_pr_reason": null, + "best_issue_reason": "If forced to pick one representative, 63306 is a slightly cleaner standalone meta issue, but it does not subsume 63307.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:63306", + "right": "issue:63307", + "accept": false, + "reason": "Different meta topics with no shared concrete bug or change; soft similarity is too broad to treat as a duplicate." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 95, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-63420-2", + "nodes": [ + "issue:63420", + "issue:64943" + ], + "soft_pairs": [ + "issue:63420|issue:64943" + ], + "prepared_review_unit_hash": "663f2ccceb69ce26b0635ce7a371f4faf4caf816699d97dc5986a698cd236ef4", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1679, + "estimated_input_tokens": 420, + "estimated_eval_tokens": 1096 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1679, + "estimated_input_tokens": 420, + "estimated_eval_tokens": 1096 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Both issues point at a post-upgrade regression in the memory/memory-core pipeline, but they describe different failure modes and are not close enough to merge as duplicates with confidence.", + "confidence": 0.68, + "canonical_issue_reason": "issue:63420 is the cleaner canonical report: it states the concrete user-visible symptom (memory log files no longer generated) and the unexpected dependency regression (embedding API now required).", + "canonical_pr_reason": null, + "best_issue_reason": "issue:64943 is broader and more diagnostic, but it reads like an adjacent regression report in the same subsystem rather than the single best exemplar for the cluster.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:63420", + "right": "issue:64943", + "accept": false, + "reason": "Same general subsystem and time window, but the titles describe different breakages: one is about memory log generation requiring embeddings, the other about embedded reflection falling back to a minimal pointer. Not enough evidence they are the exact same bug." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 96, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-63585-2", + "nodes": [ + "issue:63585", + "issue:63659" + ], + "soft_pairs": [ + "issue:63585|issue:63659" + ], + "prepared_review_unit_hash": "f5263996761b7438fa3ba02b27b1523ad66371fa58b6a3d3a23e67366330f159", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1648, + "estimated_input_tokens": 412, + "estimated_eval_tokens": 1080 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1648, + "estimated_input_tokens": 412, + "estimated_eval_tokens": 1080 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These two issues describe the same Slack DM assistant thread_ts loss in subagent results; the second issue adds a concurrency/cross-thread contamination angle but points to the same underlying bug.", + "confidence": 0.89, + "canonical_issue_reason": "Issue #63659 is the better canonical issue: it is open, more detailed, and includes the concurrent-request contamination context that sharpens the root problem.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue #63659 is the strongest representative of the cluster because it is the more complete and current report of the same Slack thread continuity failure.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:63585", + "right": "issue:63659", + "accept": true, + "reason": "Same underlying Slack DM assistant bug: subagent results lose thread_ts and break conversation continuity. The newer issue adds concurrency detail, but not a different code-path problem." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet: both issue titles center on subagent results losing thread_ts in Slack DM assistant threads, and #63659 is plausibly the better canonical issue because it is open and more specific about concurrent-request contamination. The soft-edge verdict is suitably conservative given the strong title overlap and the lack of any evidence of a different bug class." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 97, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-63664-2", + "nodes": [ + "issue:63664", + "issue:66612" + ], + "soft_pairs": [ + "issue:63664|issue:66612" + ], + "prepared_review_unit_hash": "cdc1a252d1fdc2c5e4704f42bd5aa1c073ee450f58ba8da20cfe45a65967e144", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1573, + "estimated_input_tokens": 394, + "estimated_eval_tokens": 1044 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1573, + "estimated_input_tokens": 394, + "estimated_eval_tokens": 1044 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "The two issues are thematically related around flush/write behavior, but they describe different failures: one is a broad write-tool blockage during compaction, the other is a sandbox refusal to write SESSION_HANDOFF.md despite instructions. I would not treat them as duplicates.", + "confidence": 0.86, + "canonical_issue_reason": "Issue #63664 is the better canonical issue because it describes the broader underlying failure mode\u2014session flush/compaction blocking the write tool entirely\u2014while #66612 reads like a narrower, file-specific manifestation.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue #63664 is the strongest representative for the cluster since it frames the core system behavior more generally and is less tied to one filename or prompt detail.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:63664", + "right": "issue:66612", + "accept": false, + "reason": "Related symptom area, but not enough evidence of the same underlying bug. One is a general compaction/write-tool blockage; the other is a specific sandbox rejection for SESSION_HANDOFF.md. They could share a subsystem without being duplicates." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 98, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-63741-2", + "nodes": [ + "issue:63741", + "issue:66995" + ], + "soft_pairs": [ + "issue:63741|issue:66995" + ], + "prepared_review_unit_hash": "504b134bcd3f4ccb6a859a3cd7c7f9d8bc81774ff2cb5a61bb417bf9e97d0c59", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1440, + "estimated_input_tokens": 360, + "estimated_eval_tokens": 976 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1440, + "estimated_input_tokens": 360, + "estimated_eval_tokens": 976 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Both items are closed issues with no substantive description or shared targets. The only signal is weak title similarity, so this cluster does not support a duplicate relationship.", + "confidence": 0.97, + "canonical_issue_reason": "Issue 63741 is only marginally better because its title indicates status/context, but it still lacks any real bug detail, so it is not a strong canonical issue.", + "canonical_pr_reason": null, + "best_issue_reason": "Neither issue is a good canonical representative for a duplicate cluster because both are effectively placeholder/closed-only entries with no actionable content.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:63741", + "right": "issue:66995", + "accept": false, + "reason": "Reject: both are closed placeholder-style issues with no concrete problem statement, targets, or shared evidence beyond weak similarity in the titles." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 99, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-63749-2", + "nodes": [ + "issue:63749", + "issue:64507" + ], + "soft_pairs": [ + "issue:63749|issue:64507" + ], + "prepared_review_unit_hash": "e45e33e37286070b6d7505eb0c539d2227c1799192e380981f651a4f590c71e7", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1597, + "estimated_input_tokens": 400, + "estimated_eval_tokens": 1056 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1597, + "estimated_input_tokens": 400, + "estimated_eval_tokens": 1056 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These two issues describe the same feature request: adding a default delivery target for cross-session message calls to remove hardcoded targeting. The newer open issue is the cleaner canonical representative.", + "confidence": 0.97, + "canonical_issue_reason": "Issue 64507 is the cleaner, more direct statement of the same request and is still open, making it the best canonical issue for the cluster.", + "canonical_pr_reason": null, + "best_issue_reason": "64507 best captures the underlying feature without the extra parenthetical wording and should be the representative issue.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:63749", + "right": "issue:64507", + "accept": true, + "reason": "Near-identical titles and same feature intent: default delivery target for cross-session message calls." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is well grounded in the packet: both issue titles describe the same feature intent, and the newer open issue 64507 is a reasonable canonical representative. The soft-edge acceptance is conservative enough given the very high title similarity and shared wording, with no evidence of overclaiming beyond the packet." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 100, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-63820-2", + "nodes": [ + "issue:63820", + "issue:68315" + ], + "soft_pairs": [ + "issue:63820|issue:68315" + ], + "prepared_review_unit_hash": "29f8cc838d86442de1e124a0ebee3d47789f7c8d4de327203e6022bbfdf96982", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1567, + "estimated_input_tokens": 392, + "estimated_eval_tokens": 1040 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1567, + "estimated_input_tokens": 392, + "estimated_eval_tokens": 1040 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "The two issues share the same daily session reset terminology, but with only titles and metadata there isn\u2019t enough evidence to confirm they are the same bug. They look related, with #68315 the broader regression report and #63820 the more specific channel-sessions variant.", + "confidence": 0.61, + "canonical_issue_reason": "#68315 is the better umbrella report because it is broader and includes the regression/version context, but the evidence is still insufficient to prove it fully duplicates #63820.", + "canonical_pr_reason": null, + "best_issue_reason": "#68315 is the strongest single issue candidate since it is more general and easier to route future reports against, even though the duplicate relationship is not established.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:63820", + "right": "issue:68315", + "accept": false, + "reason": "Possible related reports, but the packet only shows overlapping daily reset wording. One is specific to channel sessions and the other is a broader 4.14+ regression; that is not enough to confirm the same underlying bug." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "The summary is a bit too strong for the evidence in the packet. We only have titles and metadata, and they show overlapping terminology around daily session reset, but not enough to confidently say the two issues describe the same bug. The soft-edge verdict should be more conservative (e.g., 'possible duplicate' or 'likely related') rather than an outright accept." + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 101, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-63853-2", + "nodes": [ + "issue:63853", + "issue:64442" + ], + "soft_pairs": [ + "issue:63853|issue:64442" + ], + "prepared_review_unit_hash": "5207d47acc74db11867c23673503990a77f9dad2820a7bdc7a487cffc70e8a3f", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1618, + "estimated_input_tokens": 405, + "estimated_eval_tokens": 1066 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1618, + "estimated_input_tokens": 405, + "estimated_eval_tokens": 1066 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These are not duplicates: both describe stale-socket behavior, but one is a WhatsApp silent message-loss bug and the other is a Discord reaction-listener timeout/restart loop.", + "confidence": 0.96, + "canonical_issue_reason": "Issue 63853 is the clearer representative if a single anchor is needed: it states the stale-socket symptom and user impact more concretely, while 64442 is a different Discord-specific timeout loop.", + "canonical_pr_reason": null, + "best_issue_reason": "63853 is the best issue for this cluster because it most directly captures the underlying stale-connection failure mode with a concrete outcome (silent inbound message loss).", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:63853", + "right": "issue:64442", + "accept": false, + "reason": "Reject: same broad stale-socket theme, but different integrations, different triggers, and different observed failures (WhatsApp silent message loss vs Discord listener timeout/restart loop)." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 102, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-63925-2", + "nodes": [ + "issue:63925", + "issue:66803" + ], + "soft_pairs": [ + "issue:63925|issue:66803" + ], + "prepared_review_unit_hash": "5e894a5e9bb40aa7d428b966ea0b0979ca7e0808bbdca845516b841bde714a31", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1557, + "estimated_input_tokens": 390, + "estimated_eval_tokens": 1036 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1557, + "estimated_input_tokens": 390, + "estimated_eval_tokens": 1036 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These are two separate feature requests about different timeout settings in different parts of the product; they are not duplicates.", + "confidence": 0.96, + "canonical_issue_reason": "Issue #63925 is the more specific request and clearly scoped to a single WhatsApp web watchdog timeout configuration.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue #63925 is the better canonical issue because it has a narrower, more concrete target than the broader CDP launch timeout request.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:63925", + "right": "issue:66803", + "accept": false, + "reason": "They concern different timeout knobs in different workflows: WhatsApp web message watchdog vs browser automation CDP launch timeout. Same general theme, but not the same underlying bug or change." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 103, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-63973-3", + "nodes": [ + "issue:63973", + "issue:64455", + "issue:65313" + ], + "soft_pairs": [ + "issue:63973|issue:64455", + "issue:64455|issue:65313" + ], + "prepared_review_unit_hash": "20865e5612fe066e482dcc5762b1bcef0c04824e27b70ba3c8bf2c51a3912981", + "component_budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 2587, + "estimated_input_tokens": 647, + "estimated_eval_tokens": 1550 + }, + "budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 2587, + "estimated_input_tokens": 647, + "estimated_eval_tokens": 1550 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These three issues cluster around Discord ACP threaded sessions failing with `thread_binding_invalid`. The most concrete and likely duplicate-tracking issue is #64455. #65313 looks like the same bug described more generally, while #63973 appears broader and may include additional causes (binding manager init and channel-id normalization) rather than the exact same failure mode.", + "confidence": 0.74, + "canonical_issue_reason": "#64455 is the most specific and actionable report: it names the exact failing operation (thread spawn) and the concrete trigger (`parent conversation resolves to channel:`), making it the best representative of the cluster.", + "canonical_pr_reason": null, + "best_issue_reason": "#64455 best captures the shared core symptom in the cluster with the clearest reproduction context; #65313 is more generic, and #63973 reads broader/less singular in root cause.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:63973", + "right": "issue:64455", + "accept": false, + "reason": "Same area and symptom, but #63973 suggests broader root causes (binding manager init / channel-id normalization) rather than the same concrete bug as #64455. Not enough evidence they are the exact same underlying issue." + }, + { + "left": "issue:64455", + "right": "issue:65313", + "accept": true, + "reason": "Both describe the same Discord ACP thread-binding failure with `thread_binding_invalid`; #65313 is just a more generic restatement of the same bug and likely duplicate of #64455." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The analyst stays grounded in the packet: the shared `thread_binding_invalid` / Discord ACP threaded-session symptom is supported by the issue titles, and the soft-edge calls are conservative given only soft similarity evidence. The distinction that #63973 is broader while #64455/#65313 are closer is reasonable from the titles alone." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 104, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-64246-3", + "nodes": [ + "issue:64246", + "issue:64247", + "issue:64248" + ], + "soft_pairs": [ + "issue:64246|issue:64248", + "issue:64247|issue:64248" + ], + "prepared_review_unit_hash": "d5d0edd6ad6402396a7a07c8f108102992550e327952c138796fde605231eb59", + "component_budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 2512, + "estimated_input_tokens": 628, + "estimated_eval_tokens": 1512 + }, + "budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 2512, + "estimated_input_tokens": 628, + "estimated_eval_tokens": 1512 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "64248 remains the best anchor for the cluster as the core bootstrap selection behavior. 64246 is a narrower lifecycle/preservation bug, and 64247 is related feature-adjacent config/docs work but not clearly the same underlying change as 64248 based on the available evidence.", + "confidence": 0.72, + "canonical_issue_reason": "64248 is the most directly scoped to the core model-aware bootstrap selection behavior and best represents the central issue in the cluster.", + "canonical_pr_reason": null, + "best_issue_reason": "64248 is the strongest single issue to anchor the cluster because it names the core behavior rather than a supporting config/docs or lifecycle variant.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:64246", + "right": "issue:64248", + "accept": false, + "reason": "Related bootstrap topic, but 64246 is specifically about preserving the effective AGENTS source across transitions, which is narrower than the core selection behavior in 64248." + }, + { + "left": "issue:64247", + "right": "issue:64248", + "accept": false, + "reason": "The evidence is only title-level similarity; 64247 reads as config/docs around model-aware AGENTS file selection, while 64248 is the core bootstrap selection behavior. Related, but not enough to treat as the same underlying change." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "The core anchor on 64248 is well grounded, and the 64246 rejection is conservative. However, the 64247\u219264248 soft-edge is stated too strongly for the evidence available: the packet shows only title-level soft similarity (no shared files/targets or explicit links), and 64247 is framed as core config/docs while 64248 is the core bootstrap behavior. That makes them plausibly related, but not enough to confidently call them the same underlying change without more caution." + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 105, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-64360-2", + "nodes": [ + "issue:64360", + "issue:67409" + ], + "soft_pairs": [ + "issue:64360|issue:67409" + ], + "prepared_review_unit_hash": "68ce65d1c6e7cc94318a94c2a0b846f5897c5cb0c6f22bbc4882c318e42cb594", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1544, + "estimated_input_tokens": 386, + "estimated_eval_tokens": 1028 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1544, + "estimated_input_tokens": 386, + "estimated_eval_tokens": 1028 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Both issues are asking for the same enhancement: adding support for a `model` override / `dreaming.model` config option in Dreaming. They look like duplicate feature requests rather than separate problems.", + "confidence": 0.92, + "canonical_issue_reason": "Issue 67409 is the more specific and current phrasing of the request, explicitly naming `dreaming.model` and the target plugin, so it is the better representative issue.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 67409 is the best issue to keep as the cluster representative because it is open, specific, and describes the desired config option directly.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:64360", + "right": "issue:67409", + "accept": true, + "reason": "Same underlying feature request: support a model override in Dreaming config / add `dreaming.model` for the memory-core plugin. The titles differ only in wording and scope." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The cluster is grounded in the packet: both issue titles describe the same requested capability around a `model` override / `dreaming.model` config option, and 67409 is the newer open issue with the more specific wording. The soft-edge acceptance is conservative enough given the title-level overlap." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 106, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-64363-2", + "nodes": [ + "issue:64363", + "issue:68006" + ], + "soft_pairs": [ + "issue:64363|issue:68006" + ], + "prepared_review_unit_hash": "f1213177ccfa344cbc4ec7c447aca08f413ded508e8b755a59b19a15334d71cc", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1560, + "estimated_input_tokens": 390, + "estimated_eval_tokens": 1036 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1560, + "estimated_input_tokens": 390, + "estimated_eval_tokens": 1036 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Both issues request support for Anthropic\u2019s advisor tool type, so they appear to describe the same underlying feature request rather than separate problems.", + "confidence": 0.91, + "canonical_issue_reason": "Issue #68006 is the more specific request, naming the exact advisor tool type (`advisor_20260301`) and the support needed.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue #68006 is the best representative because it is narrower and more concrete, making it easier to track and implement against the exact Anthropic tool type.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:64363", + "right": "issue:68006", + "accept": true, + "reason": "Both titles point to Anthropic advisor tool support via model params/config; #68006 is just the more specific phrasing of the same feature request." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet: both issue titles clearly point to Anthropic advisor tool support, and treating #68006 as the more specific formulation is conservative. The soft-edge accept is reasonable given the direct title overlap and no evidence of different bugs." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 107, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-64461-3", + "nodes": [ + "issue:64461", + "issue:64462", + "issue:64467" + ], + "soft_pairs": [ + "issue:64461|issue:64462", + "issue:64461|issue:64467", + "issue:64462|issue:64467" + ], + "prepared_review_unit_hash": "e23522f3406399ef48a0c43dd563359f496b6dd520cbd7739ee2d3b3b8dedb61", + "component_budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 3, + "serialized_chars": 2873, + "estimated_input_tokens": 719, + "estimated_eval_tokens": 1694 + }, + "budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 3, + "serialized_chars": 2873, + "estimated_input_tokens": 719, + "estimated_eval_tokens": 1694 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "64461 and 64462 appear to be the same underlying bug class: bundled skills shipping with malformed YAML frontmatter, with 64462 naming a specific affected skill. 64467 is a different update-state bug and should not be clustered with them.", + "confidence": 0.96, + "canonical_issue_reason": "Issue 64461 is the best canonical issue because it states the broader problem generically ('bundled taskflow skill ships with malformed YAML frontmatter'), while 64462 looks like a specific instance of the same frontmatter defect in one bundled skill.", + "canonical_pr_reason": null, + "best_issue_reason": "64461 is the clearest representative of the frontmatter-bug cluster: concise, general, and not tied to just one bundled skill.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:64461", + "right": "issue:64462", + "accept": true, + "reason": "Near-identical bug report; only the affected bundled skill name differs, and both describe malformed YAML frontmatter in bundled taskflow skills." + }, + { + "left": "issue:64461", + "right": "issue:64467", + "accept": false, + "reason": "Different defect class: re-enabling disabled skills after update is about state persistence, not malformed YAML frontmatter." + }, + { + "left": "issue:64462", + "right": "issue:64467", + "accept": false, + "reason": "No shared underlying code-path bug; one is a frontmatter formatting issue and the other is disabled-state restoration after update." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet: 64461 and 64462 both clearly describe malformed YAML frontmatter in bundled taskflow-related skills, while 64467 is a different disabled-state-after-update bug. The pair verdicts are conservative and consistent with the titles; no PR mergeability issue applies." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 108, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-64620-2", + "nodes": [ + "issue:64620", + "issue:65965" + ], + "soft_pairs": [ + "issue:64620|issue:65965" + ], + "prepared_review_unit_hash": "032d497e52baee546290d78763799f1e64cc569725528bf295905eafecf671e9", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1618, + "estimated_input_tokens": 405, + "estimated_eval_tokens": 1066 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1618, + "estimated_input_tokens": 405, + "estimated_eval_tokens": 1066 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "The two reports are closely related and both involve memory-wiki CJK slug handling, but the available evidence is not strong enough to treat them as the same underlying bug. One focuses on non-ASCII stripping in slugifyWikiSegment, while the other adds the distinct symptom of silent overwrite from missing unique suffixes. I\u2019d cluster them as related, not duplicate, and keep #65965 as the best representative because it is more specific and actionable.", + "confidence": 0.71, + "canonical_issue_reason": "#65965 is the better canonical issue because it is the more specific and actionable report: it describes the ASCII-only slug behavior plus the collision/overwrite consequence, which captures the broader user impact.", + "canonical_pr_reason": null, + "best_issue_reason": "#65965 is the best cluster representative since it is open and frames the problem in terms of both slug generation and the overwrite/collision failure mode.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:64620", + "right": "issue:65965", + "accept": false, + "reason": "The titles suggest overlapping slug/CJK symptoms, but not necessarily the same root cause. One report is about non-ASCII stripping, while the other adds silent overwrite/no unique suffix; with only soft_similarity and no body evidence tying them to one concrete bug, this is better treated as related rather than duplicate." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "The cluster summary is directionally plausible, but the soft-edge verdict is too strong for the evidence in the packet. The two issues are clearly related thematically, yet the packet only provides soft_similarity and the titles point to overlapping but not identical symptoms: one reports non-ASCII stripping, the other reports silent overwrite/no unique suffix. That supports a cautious 'related' judgment, not a confident same-root-cause accept. Please downgrade the pair verdict or explain additional evidence from the issue bodies." + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 109, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-64725-2", + "nodes": [ + "issue:64725", + "issue:64726" + ], + "soft_pairs": [ + "issue:64725|issue:64726" + ], + "prepared_review_unit_hash": "ebf917b92840659078153a95b11f69bf1da9a7b6ceadf1ae3b5aa53d0da9106d", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1617, + "estimated_input_tokens": 405, + "estimated_eval_tokens": 1066 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1617, + "estimated_input_tokens": 405, + "estimated_eval_tokens": 1066 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "The two issues describe different problems in different parts of the system: hybrid search scoring/tuning versus embedding cache behavior. They are not duplicates and should remain separate.", + "confidence": 0.97, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": "No single canonical issue fits this cluster because the issues target unrelated features; neither is a duplicate of the other.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:64725", + "right": "issue:64726", + "accept": false, + "reason": "Different subsystems and bug/change scopes: one is about hybrid search scoring/MMR weights, the other about embedding cache batching and invalidation. They do not look like the same underlying issue." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 110, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-64760-2", + "nodes": [ + "issue:64760", + "issue:64761" + ], + "soft_pairs": [ + "issue:64760|issue:64761" + ], + "prepared_review_unit_hash": "285e8c068edb25c7baf4fcaa3b3e09a42672683c7e912403abd64bf9732bdc10", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1531, + "estimated_input_tokens": 383, + "estimated_eval_tokens": 1022 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1531, + "estimated_input_tokens": 383, + "estimated_eval_tokens": 1022 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These are related optimization ideas but not the same underlying issue: one is about lazy-loading skill descriptions in the system prompt, the other about reducing per-turn tool schema token usage. They overlap in goal (lower prompt token cost) but target different prompt components and likely different fixes.", + "confidence": 0.89, + "canonical_issue_reason": "Issue 64761 is the broader, more central optimization target: it explicitly focuses on reducing repeated per-turn token cost, which better captures the shared theme of prompt overhead reduction.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 64761 is the best representative because it describes the recurring cost problem more generally, whereas 64760 is a narrower implementation idea for one prompt component.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:64760", + "right": "issue:64761", + "accept": false, + "reason": "Both are token-saving optimizations, but they address different sources of cost: skill descriptions in the system prompt versus tool schema tokens per turn. They are related, not the same bug/change." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 111, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-64772-2", + "nodes": [ + "issue:64772", + "issue:65743" + ], + "soft_pairs": [ + "issue:64772|issue:65743" + ], + "prepared_review_unit_hash": "30f61eefc2a0e1b558d684ee5e4e6f300315c3e1ceff003fb5c56bbe85bd5692", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1588, + "estimated_input_tokens": 397, + "estimated_eval_tokens": 1050 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1588, + "estimated_input_tokens": 397, + "estimated_eval_tokens": 1050 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "The two issues look related and may describe the same feature request, but the packet only provides similar titles plus a soft-similarity signal. That is not enough to treat them as definitively the same thread or to strongly prefer one as the canonical record.", + "confidence": 0.47, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": "#65743 is the slightly closer textual match because it uses the same core phrasing and appears more specific, but the available evidence is too thin to call it a definitive canonical thread.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:64772", + "right": "issue:65743", + "accept": false, + "reason": "The titles are highly similar, but the evidence is limited to soft similarity and does not show the same underlying request with enough confidence; the 'bootstrap hook' vs 'opt-in' wording could be substantively different." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "The packet only gives titles and a soft-similarity signal; it does not support the stronger claims that these are definitively the same request, that one is the canonical/preferred thread, or that the wording difference is not substantive. The soft-edge accept is too confident for the available evidence, and the summary should be phrased more tentatively." + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 112, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-64870-2", + "nodes": [ + "issue:64870", + "issue:68031" + ], + "soft_pairs": [ + "issue:64870|issue:68031" + ], + "prepared_review_unit_hash": "dd8b3e424c6aad3b9718e59b379081705556a9b69a9891a8cb4784e827c9eada", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1544, + "estimated_input_tokens": 386, + "estimated_eval_tokens": 1028 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1544, + "estimated_input_tokens": 386, + "estimated_eval_tokens": 1028 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "The pair is only a weak topical match based on the titles. Both mention MiniMax music-2.6 support, but there is not enough evidence to conclude they are the same underlying request or that #68031 is the canonical duplicate target.", + "confidence": 0.46, + "canonical_issue_reason": "Not enough evidence to designate a canonical issue; the overlap is limited to a similar feature request and there are no explicit links, shared targets, or discussion details tying them together.", + "canonical_pr_reason": null, + "best_issue_reason": "issue #68031 is the closer and more concise phrasing of the capability request, but the available evidence is still too thin to treat it as definitively canonical.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:64870", + "right": "issue:68031", + "accept": false, + "reason": "The titles are similar, but the metadata and descriptions do not establish that these are the same underlying request rather than related feature requests." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "The packet only supports a soft similarity between the two issues, based mainly on overlapping titles. That is enough to suggest a possible match, but not enough to state confidently that they are the same underlying request or that issue #68031 is the canonical/duplicate target. The summary also overreaches by implying the closed issue was likely the implementation/duplicate target; closure alone does not establish that. Please keep the verdict more conservative." + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 113, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-64878-2", + "nodes": [ + "issue:64878", + "issue:64879" + ], + "soft_pairs": [ + "issue:64878|issue:64879" + ], + "prepared_review_unit_hash": "abaf1762e1c08abf565985e2a42131c5e5b02c62bcff6e8031122dd69d2d17ed", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1576, + "estimated_input_tokens": 394, + "estimated_eval_tokens": 1044 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1576, + "estimated_input_tokens": 394, + "estimated_eval_tokens": 1044 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These two issues are related to qa-lab, but they describe different problems: one is about end-to-end CI execution and artifact publishing, while the other is about mock-server/provider realism or adding a live-frontier lane. They should not be treated as duplicates.", + "confidence": 0.96, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": "64878 is the more self-contained operational task around CI parity-gate execution and artifact publishing; 64879 is a separate mock-server fidelity/lane-design problem.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:64878", + "right": "issue:64879", + "accept": false, + "reason": "Different underlying work: CI/artifact automation versus provider-differentiation or live-frontier simulation. They may be adjacent in qa-lab, but not the same bug or change." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 114, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-64887-2", + "nodes": [ + "issue:64887", + "issue:64888" + ], + "soft_pairs": [ + "issue:64887|issue:64888" + ], + "prepared_review_unit_hash": "e7acbf93f537352b4993a6bcc71e1db8d85a38a21960f2a8a409e837e9c5ea10", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1561, + "estimated_input_tokens": 391, + "estimated_eval_tokens": 1038 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1561, + "estimated_input_tokens": 391, + "estimated_eval_tokens": 1038 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "The two issues are related to agent liveness-state handling, but they describe different work: one is about surfacing livenessState in user-facing payloads, while the other is about adding an error boundary and a new cancelled liveness state for runEmbeddedAttempt. They are adjacent, not duplicates.", + "confidence": 0.89, + "canonical_issue_reason": "Issue #64888 is the more concrete, implementation-focused bug report; #64887 is a broader request to expose livenessState in payloads.", + "canonical_pr_reason": null, + "best_issue_reason": "#64888 is the best representative issue in this cluster because it names a specific code path and a precise state transition to add, making it the clearest actionable item.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:64887", + "right": "issue:64888", + "accept": false, + "reason": "Related liveness-state topics, but one is a payload-surfacing request and the other is an error-boundary/cancelled-state fix; not the same underlying bug or change." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 115, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-64902-2", + "nodes": [ + "issue:64902", + "issue:64905" + ], + "soft_pairs": [ + "issue:64902|issue:64905" + ], + "prepared_review_unit_hash": "0e82573122002caae54ff834a3710d60b1988a30fad8e6906bd138f11b2eda81", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1662, + "estimated_input_tokens": 416, + "estimated_eval_tokens": 1088 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1662, + "estimated_input_tokens": 416, + "estimated_eval_tokens": 1088 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "The two issues are related only loosely by fallback behavior, but they describe different bugs: missing logging on a successful fallback versus stale auth cooldown state persisting across gateway restarts.", + "confidence": 0.96, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": "Issue 64902 is the cleaner standalone report, but it is not a duplicate of 64905 and should not be treated as the cluster canonical.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:64902", + "right": "issue:64905", + "accept": false, + "reason": "Different underlying problems and symptoms: 64902 is about audit/logging of a failed primary attempt when fallback succeeds; 64905 is about cached failure/cooldown state surviving restarts and bypassing the primary path." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 116, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-64937-5", + "nodes": [ + "issue:64937", + "issue:65183", + "issue:67891", + "issue:67899", + "issue:67900" + ], + "soft_pairs": [ + "issue:64937|issue:67891", + "issue:65183|issue:67899", + "issue:65183|issue:67900", + "issue:67891|issue:67899", + "issue:67891|issue:67900", + "issue:67899|issue:67900" + ], + "prepared_review_unit_hash": "561ab3a9bd9768af63d73bd5ccd075e35c70071a58ea1de8053de633ba04ebbd", + "component_budget": { + "node_count": 5, + "item_count": 5, + "soft_pair_count": 6, + "serialized_chars": 5074, + "estimated_input_tokens": 1269, + "estimated_eval_tokens": 2794 + }, + "budget": { + "node_count": 5, + "item_count": 5, + "soft_pair_count": 6, + "serialized_chars": 5074, + "estimated_input_tokens": 1269, + "estimated_eval_tokens": 2794 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "All five issues describe the same webhooks plugin async register() regression, with wording varying between doctor warnings and routes not being registered; 67899 and 67900 are exact duplicates.", + "confidence": 0.89, + "canonical_issue_reason": "issue:67891 is the clearest representative: it names the webhooks plugin, the async register() regression, and the concrete failure mode (routes never registered) without extra version-specific framing.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:67891 is the best single issue for the cluster because it is specific, concrete, and captures the root symptom rather than only the warning surface.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:64937", + "right": "issue:67891", + "accept": true, + "reason": "Same underlying webhooks-plugin async register regression; one emphasizes the doctor warning, the other the downstream route-registration failure." + }, + { + "left": "issue:65183", + "right": "issue:67899", + "accept": true, + "reason": "Both report the bundled/plugin async register() bug and the ignored-warning/routes-not-registered outcome." + }, + { + "left": "issue:65183", + "right": "issue:67900", + "accept": true, + "reason": "Same concrete async register() bug as 67899; only a duplicate re-report." + }, + { + "left": "issue:67891", + "right": "issue:67899", + "accept": true, + "reason": "Near-identical bug report: webhooks plugin async register() leads to routes never being registered." + }, + { + "left": "issue:67891", + "right": "issue:67900", + "accept": true, + "reason": "Near-identical bug report: same plugin, same async register() failure, same missing-route symptom." + }, + { + "left": "issue:67899", + "right": "issue:67900", + "accept": true, + "reason": "Exact duplicate reports with the same title/body describing the same route-registration failure." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The cluster summary is grounded in the packet: 67899 and 67900 are exact duplicates, and the other three issues are consistent with the same async-register webhooks-plugin regression. The soft-edge accepts are conservative enough given the wording in the titles and the provided pair evidence." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 117, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-64980-2", + "nodes": [ + "issue:64980", + "issue:64981" + ], + "soft_pairs": [ + "issue:64980|issue:64981" + ], + "prepared_review_unit_hash": "b921abb7c53be615da791a5f7b55a29c4a1129288bf6529a9ef0abc720b18f0a", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1602, + "estimated_input_tokens": 401, + "estimated_eval_tokens": 1058 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1602, + "estimated_input_tokens": 401, + "estimated_eval_tokens": 1058 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "The pair looks related, but the evidence is too thin to call them the same feature request. The titles suggest overlap in agent-facing streaming information, yet \"indicators\" vs \"metadata\" and \"multi-agent coordination\" vs \"multi-agent group chats\" could describe adjacent but distinct asks.", + "confidence": 0.67, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": "issue:64981 is the clearer, more specific wording of the agent-facing streaming metadata request, but I would not treat it as a confirmed duplicate of 64980 on titles and soft similarity alone.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:64980", + "right": "issue:64981", + "accept": false, + "reason": "Rejecting as a duplicate: the packet only provides titles plus soft similarity, and the wording differences leave room for related-but-not-identical feature requests rather than the same underlying request." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "The clustering is plausible, but the analyst overstates the evidence. In the packet we only have the titles and a soft-similarity signal; there is no body-level confirmation that both issues request the exact same feature. The wording is close, but \"streaming message indicators\" vs \"streaming message metadata\" and \"multi-agent coordination\" vs \"multi-agent group chats\" could indicate related but not identical requests. A more conservative verdict would be near-duplicate/related rather than definitively the same feature request." + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 118, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-64990-2", + "nodes": [ + "issue:64990", + "issue:67568" + ], + "soft_pairs": [ + "issue:64990|issue:67568" + ], + "prepared_review_unit_hash": "4519260f011c4ad6e2a44d4919bbb22b0c565b939fd44d8eaa005abd1157567d", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1601, + "estimated_input_tokens": 401, + "estimated_eval_tokens": 1058 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1601, + "estimated_input_tokens": 401, + "estimated_eval_tokens": 1058 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "The two open issues describe the same underlying bug: session-memory daily filenames are being generated from UTC time instead of the user\u2019s local timezone, causing date mismatches around day boundaries. They should be clustered together.", + "confidence": 0.96, + "canonical_issue_reason": "Issue #64990 is a clear, specific description of the bug and its cause (UTC date used by the session-memory hook). It is slightly more implementation-focused, which makes it a good canonical issue.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue #64990 is the best representative because it states the affected component and root cause more directly, making it easier to triage and search against fixes.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:64990", + "right": "issue:67568", + "accept": true, + "reason": "Both issues point to the same bug: daily session-memory filenames are derived from UTC rather than local timezone, leading to wrong date selection/mismatch. They describe the same failure mode and would reasonably be resolved by the same fix." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet: both issue titles describe the same UTC-vs-local-timezone date mismatch for session-memory daily filenames. The soft-edge accept is conservative enough given the strong title overlap and lack of contradictory evidence." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 119, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-65031-2", + "nodes": [ + "issue:65031", + "issue:65032" + ], + "soft_pairs": [ + "issue:65031|issue:65032" + ], + "prepared_review_unit_hash": "45542c258238c588f5e9b1c08bac4ceda4973e59f18687ce6e58fa5823bc7404", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1590, + "estimated_input_tokens": 398, + "estimated_eval_tokens": 1052 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1590, + "estimated_input_tokens": 398, + "estimated_eval_tokens": 1052 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These two issues are near-identical reports of the same startup slowness in the official Docker image for `dist/index.js`/`node dist/index.js` subcommands; they should be deduplicated.", + "confidence": 0.98, + "canonical_issue_reason": "Issue #65032 is the more specific report (`node dist/index.js`), while #65031 is the broader phrasing; both describe the same Docker-image startup latency bug.", + "canonical_pr_reason": null, + "best_issue_reason": "#65032 is the best single issue to keep because it states the command path more explicitly and is easier to match against a fix.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:65031", + "right": "issue:65032", + "accept": true, + "reason": "Titles and reported symptom are effectively the same: very slow startup of `dist/index.js` subcommands in the official Docker image. This is the same underlying bug." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The deduplication call is grounded in the packet: both issues are open, nearly identical in title, and describe the same Docker-image startup slowness for `dist/index.js` / `node dist/index.js` subcommands. The soft-edge accept is conservative enough given the available evidence." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 120, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-65039-2", + "nodes": [ + "issue:65039", + "issue:67453" + ], + "soft_pairs": [ + "issue:65039|issue:67453" + ], + "prepared_review_unit_hash": "7652d614cb2600b02d3a2d722589d9c2ea68b80ee2271edf94d29dd67bb696f3", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1615, + "estimated_input_tokens": 404, + "estimated_eval_tokens": 1064 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1615, + "estimated_input_tokens": 404, + "estimated_eval_tokens": 1064 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These are two different Discord voice bugs: one is a voice-connection handshake abort before Ready, the other is playback failure due to an unregistered Microsoft TTS provider. They should not be clustered as duplicates.", + "confidence": 0.96, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": "Issue 65039 is the more canonical standalone bug report: it describes a specific, protocol-level failure during voice WS/UDP setup and is more likely to map to a single fixable code path. Issue 67453 is a separate TTS/provider registration problem.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:65039", + "right": "issue:67453", + "accept": false, + "reason": "Different failure modes and code paths: one aborts during voice handshake before Ready, the other succeeds in joining but fails at playback because the Microsoft TTS provider is not registered. They are not the same underlying bug." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 121, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-65104-2", + "nodes": [ + "issue:65104", + "issue:66162" + ], + "soft_pairs": [ + "issue:65104|issue:66162" + ], + "prepared_review_unit_hash": "465b95e5afa1319ed10f44bc63928d0af36fb3e90af51c06a3feee9ff6baeda2", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1490, + "estimated_input_tokens": 373, + "estimated_eval_tokens": 1002 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1490, + "estimated_input_tokens": 373, + "estimated_eval_tokens": 1002 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Both items are closed administrative reports about mistaken filing, but the evidence is too thin to treat them as the same underlying issue cluster with high confidence.", + "confidence": 0.58, + "canonical_issue_reason": "Issue 65104 is the cleaner representative because its title directly states the filing mistake in a neutral, generic way.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 65104 is the best issue candidate for the cluster because it most plainly expresses the shared administrative theme without extra wording.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:65104", + "right": "issue:66162", + "accept": false, + "reason": "They are topically similar, but there are no explicit links, no shared targets/files, and no concrete evidence they describe the same underlying report; title similarity alone is not enough." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "The packet supports only that both issues are closed administrative reports about mistaken filing. It does not provide enough evidence to confidently accept the soft edge as the same cluster item: there are no explicit links, no shared targets/files, and the only evidence is title-level soft similarity with low Jaccard. The summary is mostly grounded, but the soft-edge verdict is a bit too strong for the available evidence." + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 122, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-65158-2", + "nodes": [ + "issue:65158", + "issue:65160" + ], + "soft_pairs": [ + "issue:65158|issue:65160" + ], + "prepared_review_unit_hash": "bdc390bb32b9eacd4d9980815e34179162855da8c278bb9a17d8573767f08b64", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1536, + "estimated_input_tokens": 384, + "estimated_eval_tokens": 1024 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1536, + "estimated_input_tokens": 384, + "estimated_eval_tokens": 1024 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "The two open issues have the same title and appear to request the same feature, so they are very likely duplicates.", + "confidence": 0.98, + "canonical_issue_reason": "issue #65160 is the better canonical issue because it has the same request but a substantially longer description, so it is likely the more complete report.", + "canonical_pr_reason": null, + "best_issue_reason": "issue #65160 is the strongest issue for clustering since it is the same request with the more detailed body.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:65158", + "right": "issue:65160", + "accept": true, + "reason": "Same title and same feature request with no distinguishing evidence; they look like duplicate reports of the same underlying issue." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet: both issues have the same title, are open feature requests, and the pair only has soft similarity evidence. The canonical choice of the longer report is a reasonable, conservative tie-breaker. The duplicate verdict is appropriately hedged by \u201cappear\u201d / \u201cvery likely,\u201d so I don\u2019t see an overstatement beyond the available evidence." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 123, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-65228-3", + "nodes": [ + "issue:65228", + "issue:66733", + "issue:68811" + ], + "soft_pairs": [ + "issue:65228|issue:68811", + "issue:66733|issue:68811" + ], + "prepared_review_unit_hash": "f7644540c47bc4d27a98379b9191a304bc061c11edf43ff1fd6fb1aaf163cdd9", + "component_budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 2503, + "estimated_input_tokens": 626, + "estimated_eval_tokens": 1508 + }, + "budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 2503, + "estimated_input_tokens": 626, + "estimated_eval_tokens": 1508 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These are related feature requests for waiting/progress feedback, but they target different surfaces and scopes (Control UI, webchat, Telegram/Feishu), so I would not deduplicate them into one issue cluster.", + "confidence": 0.81, + "canonical_issue_reason": "issue:66733 is the clearest core problem statement: missing typing/streaming feedback while the AI is generating a response. The other issues are narrower, surface-specific variants.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:66733 is the best representative for the cluster because it describes the underlying UX gap most directly and broadly, without being tied to a single channel like Telegram/Feishu or webchat.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:65228", + "right": "issue:68811", + "accept": false, + "reason": "Both ask for progress-style feedback, but one is Telegram/Feishu task progress and the other is webchat console/activity streaming; different UI surfaces and implementation scope." + }, + { + "left": "issue:66733", + "right": "issue:68811", + "accept": false, + "reason": "Similar high-level goal, but Control UI typing/streaming indicator and webchat activity stream are distinct product areas and not clearly the same concrete change." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 124, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-65246-3", + "nodes": [ + "issue:65246", + "issue:65249", + "issue:65250" + ], + "soft_pairs": [ + "issue:65246|issue:65249", + "issue:65246|issue:65250" + ], + "prepared_review_unit_hash": "ac2126e1c8f099e51089731e5add82a9e2eeb6150f77ebb691a4ac38feb6f18c", + "component_budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 2531, + "estimated_input_tokens": 633, + "estimated_eval_tokens": 1522 + }, + "budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 2531, + "estimated_input_tokens": 633, + "estimated_eval_tokens": 1522 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These are related memory/context-management feature proposals, but they describe different changes: tiered memory archiving, AI relevance filtering, and local compression. I do not see duplicate intent or a single underlying bug/change.", + "confidence": 0.91, + "canonical_issue_reason": "issue:65246 is the most concrete and implementation-oriented proposal, with a clear mechanism (hot/warm/cold tiers plus auto-archiving), so it is the best representative issue for this cluster.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:65246 is the strongest standalone issue to anchor the cluster because it is specific, actionable, and system-level rather than being a broad framing of the same memory theme.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:65246", + "right": "issue:65249", + "accept": false, + "reason": "Related topic, but not the same change: one proposes explicit memory tiers with auto-archiving, while the other proposes AI-driven context filtering/relevance selection." + }, + { + "left": "issue:65246", + "right": "issue:65250", + "accept": false, + "reason": "Both concern token/memory efficiency, but they target different mechanisms: archiving/classification versus local compression. They are not the same underlying feature." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 125, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-65310-2", + "nodes": [ + "issue:65310", + "issue:65349" + ], + "soft_pairs": [ + "issue:65310|issue:65349" + ], + "prepared_review_unit_hash": "9fd2182903e3d2bd930de4cd76c3e84496ec419656f28c1c8d58026ee2c4a42d", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1650, + "estimated_input_tokens": 413, + "estimated_eval_tokens": 1082 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1650, + "estimated_input_tokens": 413, + "estimated_eval_tokens": 1082 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These two issues are not duplicates: one reports a 404 bug when reading knowledge-base article content, while the other requests a missing token-usage query API. They concern different endpoints and different kinds of work (bug fix vs feature request).", + "confidence": 0.98, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": "Issue 65310 is the more concrete, bug-oriented report with a specific failing path (get_knowledge_content returning 404), making it the better triage anchor if one issue must be chosen.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:65310", + "right": "issue:65349", + "accept": false, + "reason": "Different underlying problems: 65310 is a content-read 404 bug, while 65349 asks for a new token-usage query endpoint." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 126, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-65353-2", + "nodes": [ + "issue:65353", + "issue:65358" + ], + "soft_pairs": [ + "issue:65353|issue:65358" + ], + "prepared_review_unit_hash": "66d9b5d298e3f330106fe0b8d75360d458ba577843096fe88f8d23be7ff5cdcd", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1622, + "estimated_input_tokens": 406, + "estimated_eval_tokens": 1068 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1622, + "estimated_input_tokens": 406, + "estimated_eval_tokens": 1068 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "The two issues are plausibly related as an upgrade regression around agent state after 2026.4.10, but the available evidence is too thin to call them definite duplicates. #65353 also mentions a separate CLI path breakage symptom, so the safest read is related-but-not-mergeable from this packet alone.", + "confidence": 0.61, + "canonical_issue_reason": "#65358 is the better issue anchor because it isolates the memory/session-state regression without bundling in the extra CLI path symptom.", + "canonical_pr_reason": null, + "best_issue_reason": "#65358 is the best single issue to represent the core regression, since it is narrower and more focused on the session-state failure.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:65353", + "right": "issue:65358", + "accept": false, + "reason": "The titles suggest a related upgrade regression, but the packet provides only soft similarity (jaccard ~0.20) with no shared targets/files or explicit linkage. #65353 also includes an additional CLI path breakage symptom, so it is not grounded enough to merge as the same underlying bug." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "The comparison is plausible, but the verdict is too strong for the evidence in the packet. We only have titles plus a soft_similarity signal (jaccard ~0.20) and no deterministic link or shared files/targets. Saying they are the same underlying bug / likely duplicates overstates what is grounded here, especially given that #65353 also includes a separate CLI path breakage symptom. A more conservative stance would be to mark the pair as related but not definitively mergeable/duplicate from the available data." + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 127, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-65477-2", + "nodes": [ + "issue:65477", + "issue:65487" + ], + "soft_pairs": [ + "issue:65477|issue:65487" + ], + "prepared_review_unit_hash": "40f2df2153559cb4aa15daea0c2b0096ef5a594b94c3c70c277055937be4a2f0", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1497, + "estimated_input_tokens": 375, + "estimated_eval_tokens": 1006 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1497, + "estimated_input_tokens": 375, + "estimated_eval_tokens": 1006 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These are related UI enhancement requests for the usage footer, but they target different information: one asks for the model name, the other asks for context/token usage. They are similar in area, not the same underlying issue.", + "confidence": 0.88, + "canonical_issue_reason": "issue #65487 is the broader, more general footer-usage request; #65477 is a narrower model-name-only variant.", + "canonical_pr_reason": null, + "best_issue_reason": "issue #65487 is the best representative because it covers the broader usage-footer enhancement without being as specific as #65477.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:65477", + "right": "issue:65487", + "accept": false, + "reason": "Same general footer area, but different requested data. Showing model name and showing context/token usage are separate enhancements, not the same bug or change." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 128, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-65485-3", + "nodes": [ + "issue:65485", + "issue:66130", + "issue:67161" + ], + "soft_pairs": [ + "issue:66130|issue:67161", + "issue:65485|issue:67161" + ], + "prepared_review_unit_hash": "40a880de602d05dfc4967612cbf7ccf7352a6992f0953b59da5d31247ae75cac", + "component_budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 2535, + "estimated_input_tokens": 634, + "estimated_eval_tokens": 1524 + }, + "budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 2535, + "estimated_input_tokens": 634, + "estimated_eval_tokens": 1524 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These three issues cluster around config-triggered gateway restarts causing session/run interruption, but the titles point to overlapping symptoms rather than one clearly identical bug. I would keep a single umbrella issue for the restart/drain behavior and treat the others as related reports.", + "confidence": 0.56, + "canonical_issue_reason": "Issue 66130 is the best umbrella candidate: it describes the gateway restart/drain path in the broadest way and can plausibly cover the downstream session/run interruptions mentioned by the other issues.", + "canonical_pr_reason": null, + "best_issue_reason": "66130 is the most globally representative of the cluster because it captures the shared restart/drain failure mode rather than a narrower symptom like one session error code or one in-flight run failure.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:66130", + "right": "issue:67161", + "accept": false, + "reason": "Both involve config-triggered gateway restarts, but 66130 is about a multi-minute drain blocking all channels while 67161 is about ACP_TURN_FAILED session termination; that is related, not clearly the same concrete bug." + }, + { + "left": "issue:65485", + "right": "issue:67161", + "accept": false, + "reason": "Both mention restart-related interruption of active work, but one is SIGTERM killing in-flight agent runs and the other is ACP session termination; too little evidence they are the same exact failure mode." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 129, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-65525-2", + "nodes": [ + "issue:65525", + "issue:65526" + ], + "soft_pairs": [ + "issue:65525|issue:65526" + ], + "prepared_review_unit_hash": "9657114901cb7727dd07ea771ee6122fd5188f053f478051e452722e9aa871d4", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1601, + "estimated_input_tokens": 401, + "estimated_eval_tokens": 1058 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1601, + "estimated_input_tokens": 401, + "estimated_eval_tokens": 1058 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These are related to MCP stdio child-process environment handling, but they describe different problems: one is a concrete bug with NODE_OPTIONS inheritance, the other is a broader feature request to auto-propagate proxy env vars. They should not be merged as duplicates.", + "confidence": 0.9, + "canonical_issue_reason": "Issue #65525 is the more specific, concrete bug report with a clear failure mode and narrower scope.", + "canonical_pr_reason": null, + "best_issue_reason": "#65525 is the best representative for a duplicate cluster because it names a specific broken behavior rather than a broad enhancement request.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:65525", + "right": "issue:65526", + "accept": false, + "reason": "Different underlying requests: NODE_OPTIONS inheritance bug vs proxy env propagation feature. Same subsystem, but not the same bug/change." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 130, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-65643-2", + "nodes": [ + "issue:65643", + "issue:65982" + ], + "soft_pairs": [ + "issue:65643|issue:65982" + ], + "prepared_review_unit_hash": "bd02e333ce74181cfb95ea0af00d4fac326216a5c4828c83c71be2548248edd5", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1603, + "estimated_input_tokens": 401, + "estimated_eval_tokens": 1058 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1603, + "estimated_input_tokens": 401, + "estimated_eval_tokens": 1058 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These two open issues describe the same underlying `--profile`/LaunchAgent routing bug in multi-gateway setups: the flag leaves the wrong LaunchAgent/plist label in effect, so restart/status operations resolve the wrong target.", + "confidence": 0.94, + "canonical_issue_reason": "#65643 is the better canonical issue because it states the likely root cause (`OPENCLAW_LAUNCHD_LABEL` not being cleared) and the concrete failure mode (gateway status resolving the wrong plist).", + "canonical_pr_reason": null, + "best_issue_reason": "#65643 is the strongest representative for the cluster: it is more specific, technically diagnostic, and covers the broader symptom described by #65982.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:65643", + "right": "issue:65982", + "accept": true, + "reason": "Same bug description and same operational impact: `--profile` causes restart/status to target the wrong LaunchAgent/plist in multi-gateway usage. The second issue appears to be a rephrasing of the first, not a distinct problem." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet: both issues describe the same `--profile`/LaunchAgent routing failure, and #65643 is the more diagnostic representative. The soft-edge acceptance is conservative enough given the shared symptom and title-level evidence." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 131, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-65814-3", + "nodes": [ + "issue:65814", + "issue:65815", + "issue:65818" + ], + "soft_pairs": [ + "issue:65814|issue:65815", + "issue:65814|issue:65818" + ], + "prepared_review_unit_hash": "c8c08fe472d130f77b73f32b6b36881b3482dca167ba978d3fb801410c7e2c8b", + "component_budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 2424, + "estimated_input_tokens": 606, + "estimated_eval_tokens": 1468 + }, + "budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 2424, + "estimated_input_tokens": 606, + "estimated_eval_tokens": 1468 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "The cluster is loosely about operational tooling/recovery features, but the issues are not duplicates. 65814 and 65815 both mention gateway recovery, yet one is about automatic config rollback and the other about a broader crash-recovery ladder. 65818 is a separate doctor dry-run/diff feature.", + "confidence": 0.73, + "canonical_issue_reason": "Issue 65814 is the most concrete, narrowly scoped gateway-recovery feature and best represents the shared resilience theme without overgeneralizing it.", + "canonical_pr_reason": null, + "best_issue_reason": "65814 is the strongest cluster representative because it is specific and actionable, while 65815 is a broader recovery concept and 65818 is unrelated.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:65814", + "right": "issue:65815", + "accept": false, + "reason": "Related gateway-failure topics, but different underlying changes: automatic config rollback versus a broader crash-recovery ladder. Not the same concrete bug or feature." + }, + { + "left": "issue:65814", + "right": "issue:65818", + "accept": false, + "reason": "Different features in different areas: gateway rollback/recovery versus doctor dry-run/diff mode. No evidence they describe the same underlying change." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 132, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-65817-4", + "nodes": [ + "issue:65817", + "issue:65821", + "issue:66010", + "issue:66011" + ], + "soft_pairs": [ + "issue:65817|issue:66010", + "issue:65821|issue:66011", + "issue:66010|issue:66011" + ], + "prepared_review_unit_hash": "426ac753ae33918285c9e5e445e6e09a5f3d238e6f14a2c9cd785378630cace0", + "component_budget": { + "node_count": 4, + "item_count": 4, + "soft_pair_count": 3, + "serialized_chars": 3363, + "estimated_input_tokens": 841, + "estimated_eval_tokens": 1938 + }, + "budget": { + "node_count": 4, + "item_count": 4, + "soft_pair_count": 3, + "serialized_chars": 3363, + "estimated_input_tokens": 841, + "estimated_eval_tokens": 1938 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "The packet contains two separate issue topics: a sub-agent cascade circuit breaker and quality gate hooks on agent file writes. In each topic, the earlier closed issue with inbound references is the better canonical thread, while the cross-topic pair should remain separate.", + "confidence": 0.9, + "canonical_issue_reason": "#65817 is the better canonical for the circuit-breaker topic because it is the earlier closed issue, has inbound references, and the later #66010 is a newer open issue with a closely matching title. Likewise, #65821 is the better canonical for the quality-gate-hooks topic because it is the earlier closed issue with inbound references, and #66011 is the newer open counterpart.", + "canonical_pr_reason": null, + "best_issue_reason": "#65817 is the best overall issue representative because it is the earliest closed, referenced thread in the packet and has the most canonical title among the issues shown.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:65817", + "right": "issue:66010", + "accept": true, + "reason": "Same issue topic: both titles describe a sub-agent cascade circuit breaker, and #65817 is the earlier closed thread while #66010 is a later open restatement." + }, + { + "left": "issue:65821", + "right": "issue:66011", + "accept": true, + "reason": "Same issue topic: both titles describe quality gate hooks on agent file writes, with #65821 the earlier closed thread and #66011 the later open restatement." + }, + { + "left": "issue:66010", + "right": "issue:66011", + "accept": false, + "reason": "Different topics: one is about a sub-agent cascade circuit breaker, the other is about quality gate hooks on file writes." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "The pairwise verdicts are conservative and look right, but the canonical reasoning overstates the packet: there is no body text available here, so saying the titles/bodies \"align directly\" is unsupported. Please ground the rationale only in what is present in the packet (titles, dates, inbound refs, and closed/open state)." + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 133, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-65820-2", + "nodes": [ + "issue:65820", + "issue:65823" + ], + "soft_pairs": [ + "issue:65820|issue:65823" + ], + "prepared_review_unit_hash": "2e7e6f352ed29bd79d2a85e35a70717485127109a8ff46ee88f253c46cf5a449", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1519, + "estimated_input_tokens": 380, + "estimated_eval_tokens": 1016 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1519, + "estimated_input_tokens": 380, + "estimated_eval_tokens": 1016 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These two closed issues are unrelated feature requests: one asks for an MCP tool file-access deny list, the other for multi-agent output provenance tracking. They do not describe the same underlying bug or change, so they should not be clustered as duplicates.", + "confidence": 0.98, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": null, + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:65820", + "right": "issue:65823", + "accept": false, + "reason": "Different requested features with no shared code path or concrete overlap: file-access policy for MCP tools versus provenance tracking for multi-agent outputs." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 134, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-65864-3", + "nodes": [ + "issue:65864", + "issue:65866", + "issue:65868" + ], + "soft_pairs": [ + "issue:65864|issue:65866", + "issue:65864|issue:65868" + ], + "prepared_review_unit_hash": "44bba7f2ab91e339dc4ad01f6e9aead26a8a42d6238ddf066ae6283d76674bef", + "component_budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 2539, + "estimated_input_tokens": 635, + "estimated_eval_tokens": 1526 + }, + "budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 2539, + "estimated_input_tokens": 635, + "estimated_eval_tokens": 1526 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "All three items are separate feature/documentation requests in different integrations (Zalo Personal, MiniMax TTS, QQBot). They share a general \u201cimprove docs/help text\u201d theme but do not describe the same underlying change or bug.", + "confidence": 0.95, + "canonical_issue_reason": "Issue 65864 is the closest thing to a representative item because it is a straightforward documentation request about environment variables, but it is still distinct from the MiniMax TTS and QQBot requests.", + "canonical_pr_reason": null, + "best_issue_reason": "65864 is the most general/representative of the cluster\u2019s documentation-focused requests, but the items are not duplicates and should remain separate.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:65864", + "right": "issue:65866", + "accept": false, + "reason": "Both are docs-related feature requests, but they concern different integrations and different environment variables; not the same underlying change." + }, + { + "left": "issue:65864", + "right": "issue:65868", + "accept": false, + "reason": "One asks to document env vars for Zalo Personal, the other to improve QQBot error messages; different product areas and different requested outcomes." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 135, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-65887-2", + "nodes": [ + "issue:65887", + "issue:68525" + ], + "soft_pairs": [ + "issue:65887|issue:68525" + ], + "prepared_review_unit_hash": "1fb58c407e8a87af3571c0e79b5f688838737ab9aa5287a8046054637342e83e", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1515, + "estimated_input_tokens": 379, + "estimated_eval_tokens": 1014 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1515, + "estimated_input_tokens": 379, + "estimated_eval_tokens": 1014 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These two issues are closely related iOS TestFlight access requests, but the packet only supports a similarity judgment rather than a definitive duplicate call. #68525 is the clearer representative if one must choose, but the evidence is too thin to say they are the same request with confidence.", + "confidence": 0.68, + "canonical_issue_reason": "#68525 is the clearest canonical candidate because its title is more explicit about iOS TestFlight Beta Access, but the available metadata does not prove it is a duplicate of #65887.", + "canonical_pr_reason": null, + "best_issue_reason": "#68525 best represents the shared theme since it states the request more specifically; however, this should be treated as a likely similar request rather than a confirmed duplicate.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:65887", + "right": "issue:68525", + "accept": false, + "reason": "The titles indicate similar iOS TestFlight access requests, but with only title/body metadata and a modest soft-similarity score, there is not enough evidence to confirm they are the same underlying request." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "The duplicate judgment is too strong for the evidence in the packet. We only have title/body metadata and a soft_similarity signal (jaccard 0.235); there is no issue-body content showing they ask for the same thing. Saying they are the \u201csame underlying feature request\u201d and that there is \u201cno meaningful difference\u201d overstates what is supported. A more conservative verdict would be to mark them as similar but not definitively duplicate." + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 136, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-65910-2", + "nodes": [ + "issue:65910", + "issue:65934" + ], + "soft_pairs": [ + "issue:65910|issue:65934" + ], + "prepared_review_unit_hash": "eeb201f5428702da959f47e9cf76d1f0c7afaef5b581302b6deb283d07e552a5", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1575, + "estimated_input_tokens": 394, + "estimated_eval_tokens": 1044 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1575, + "estimated_input_tokens": 394, + "estimated_eval_tokens": 1044 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These two issues describe the same memory-recall bug: recall signals are produced by memory search but not by read/exec tool usage.", + "confidence": 0.92, + "canonical_issue_reason": "65910 is the cleaner, more direct statement of the underlying bug and is easier to use as the canonical duplicate target.", + "canonical_pr_reason": null, + "best_issue_reason": "65910 most clearly captures the concrete failure mode without extra phrasing, so it is the best representative issue for this cluster.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:65910", + "right": "issue:65934", + "accept": true, + "reason": "Same underlying bug: both report that read/exec activity fails to generate recall signals while memory search does." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "Grounded in the packet: both titles describe the same recall-signal gap for read/exec versus memory search, and the soft-edge accept is conservative given the strong title overlap." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 137, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-66042-2", + "nodes": [ + "issue:66042", + "issue:66171" + ], + "soft_pairs": [ + "issue:66042|issue:66171" + ], + "prepared_review_unit_hash": "9576f3fa285bf5f1a329c6c297b4ac8a4e969ac9cb9f7e8500804e00c519fe29", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1641, + "estimated_input_tokens": 411, + "estimated_eval_tokens": 1078 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1641, + "estimated_input_tokens": 411, + "estimated_eval_tokens": 1078 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "The two issues are related Matrix E2EE bootstrap failures, but the packet only supports a soft similarity link. #66042 is the broader and more specific report; #66171 is a narrower bot/callback implementation complaint. On current evidence, they should not be treated as the same underlying bug.", + "confidence": 0.68, + "canonical_issue_reason": "#66042 is the better canonical issue because it describes the broader failure path and includes the likely configuration/deviceId angle, making it the more useful anchor for related reports.", + "canonical_pr_reason": null, + "best_issue_reason": "#66042 is the strongest single issue to anchor duplicates: it is more specific about the failure path while also covering the bootstrap failure in a way that can encompass related reports.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:66042", + "right": "issue:66171", + "accept": false, + "reason": "The pair is backed only by soft similarity, and the titles describe different concrete failure modes: one says the crypto store ignores `deviceId`, while the other says `getSecretStorageKey` is not implemented for bots. Related, but not enough evidence to call the same root cause or same fix." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "The soft-edge acceptance is too strong for the evidence in the packet. The pair is only backed by `soft_similarity`, and the two titles point to different concrete failure modes: one says the crypto store ignores `deviceId`, while the other says the `getSecretStorageKey` callback is not implemented for bots. They may be related, but the packet does not ground a same-root-cause verdict, so this should be treated more conservatively." + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 138, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-66109-2", + "nodes": [ + "issue:66109", + "issue:66268" + ], + "soft_pairs": [ + "issue:66109|issue:66268" + ], + "prepared_review_unit_hash": "d8f9b56473c5eee2d9df7b4606262b34c0701bff8695bdc5762d1269838716c6", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1582, + "estimated_input_tokens": 396, + "estimated_eval_tokens": 1048 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1582, + "estimated_input_tokens": 396, + "estimated_eval_tokens": 1048 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "The two issues are closely related SSRF-policy reports about hostname-based browser behavior, but the packet does not show enough evidence to treat them as the same underlying bug. They should be considered likely related reports rather than confirmed duplicates.", + "confidence": 0.78, + "canonical_issue_reason": "Issue #66109 is the earlier and slightly broader report, so it is the better canonical representative if these are grouped as related SSRF-policy complaints. However, the evidence here is only similarity in title/subject, not a confirmed duplicate relationship.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue #66109 is the better issue representative because it is more general and earlier, but it should be treated as the lead report for a cluster of related tickets rather than as a proven restatement of #66268.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:66109", + "right": "issue:66268", + "accept": false, + "reason": "Reject: the match is based only on soft title similarity. There are no shared targets, links, filenames, or diff evidence, so the packet does not justify treating these as the same bug." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "The packet only supports a soft similarity between the two issues; there are no shared targets, links, or diff evidence, and the deterministic pair verdict is false. The titles are related, but the summary overstates this as the same bug and a specific restatement. Please downgrade the language to reflect that they are likely related reports, not clearly the same issue based on the packet alone." + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 139, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-66343-2", + "nodes": [ + "issue:66343", + "issue:66349" + ], + "soft_pairs": [ + "issue:66343|issue:66349" + ], + "prepared_review_unit_hash": "a4ad4fece0bce00958a6a7d861bd73bf1de506276d662cf1c3219969556fe05b", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1591, + "estimated_input_tokens": 398, + "estimated_eval_tokens": 1052 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1591, + "estimated_input_tokens": 398, + "estimated_eval_tokens": 1052 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These two issues have the exact same title and are likely duplicates, but the packet only gives title-level evidence, so identical scope is not fully established.", + "confidence": 0.78, + "canonical_issue_reason": "#66343 is the open report with the exact same feature request, so it is the best place to consolidate discussion.", + "canonical_pr_reason": null, + "best_issue_reason": "#66343 is open and matches the request verbatim, making it the most suitable discussion target; #66349 is closed.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:66343", + "right": "issue:66349", + "accept": true, + "reason": "Exact title match and same apparent feature request make a duplicate likely, though the available packet does not prove the bodies are identical." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "The pair is plausibly a duplicate because the titles are identical, but the analyst overstates the evidence by asserting the bodies have the same request and no distinguishing details. The packet only shows matching titles plus one open and one closed issue; it does not establish identical scope. Please phrase this more conservatively." + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 140, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-66345-6", + "nodes": [ + "issue:66345", + "issue:66346", + "issue:66347", + "issue:66348", + "issue:66351", + "issue:66352" + ], + "soft_pairs": [ + "issue:66345|issue:66346", + "issue:66345|issue:66347", + "issue:66346|issue:66347", + "issue:66346|issue:66351", + "issue:66346|issue:66352", + "issue:66348|issue:66352", + "issue:66351|issue:66352" + ], + "prepared_review_unit_hash": "4758f473a57eebf5b45277ad83f96fec93579d33140b8ec9db1829758677165f", + "component_budget": { + "node_count": 6, + "item_count": 6, + "soft_pair_count": 7, + "serialized_chars": 6033, + "estimated_input_tokens": 1509, + "estimated_eval_tokens": 3274 + }, + "budget": { + "node_count": 6, + "item_count": 6, + "soft_pair_count": 7, + "serialized_chars": 6033, + "estimated_input_tokens": 1509, + "estimated_eval_tokens": 3274 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These are related roadmap/issues for a GPT-5.4 prompt-enforcement sprint, but they describe distinct sub-tasks and should not be deduplicated. The top-level issue 66345 is the umbrella, while the others are separate PR-slice issues (tool categories, execution bias, provider prompt section, verification checklist, Gemini overlay).", + "confidence": 0.93, + "canonical_issue_reason": "Issue 66345 is the clearest umbrella/enhancement-tracking ticket for the overall sprint; the others are narrower implementation slices under that plan.", + "canonical_pr_reason": null, + "best_issue_reason": "66345 best represents the shared parent goal and can anchor cross-linking without collapsing distinct sub-issues into one.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:66345", + "right": "issue:66346", + "accept": false, + "reason": "Umbrella sprint issue vs a specific subtask about mandatory tool-use categories; related, but not the same change." + }, + { + "left": "issue:66345", + "right": "issue:66347", + "accept": false, + "reason": "General enhancement tracker vs a distinct execution-bias/tool-retry directive change." + }, + { + "left": "issue:66346", + "right": "issue:66347", + "accept": false, + "reason": "One targets tool-use category enforcement; the other targets act-don't-ask and retry behavior. Different concrete prompt changes." + }, + { + "left": "issue:66346", + "right": "issue:66351", + "accept": false, + "reason": "Mandatory tool categories and verification checklist are separate prompt requirements, not one underlying fix." + }, + { + "left": "issue:66346", + "right": "issue:66352", + "accept": false, + "reason": "Tool-category enforcement and Gemini execution guidance address different provider behaviors and prompt overlays." + }, + { + "left": "issue:66348", + "right": "issue:66352", + "accept": false, + "reason": "First-class provider prompt section vs Gemini-specific execution guidance are distinct prompt-architecture changes." + }, + { + "left": "issue:66351", + "right": "issue:66352", + "accept": false, + "reason": "Verification checklist improvements and Gemini guidance are different enhancements with different targets and scope." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 141, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-66361-2", + "nodes": [ + "issue:66361", + "issue:66362" + ], + "soft_pairs": [ + "issue:66361|issue:66362" + ], + "prepared_review_unit_hash": "1af758b589bef1404504f5f1543981528b63c56baa1fd18dc69da5c74e1b8b2a", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1641, + "estimated_input_tokens": 411, + "estimated_eval_tokens": 1078 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1641, + "estimated_input_tokens": 411, + "estimated_eval_tokens": 1078 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "The two items are near-identical bug reports with the same title and highly similar wording, describing the same memory_search path-resolution problem. They should be clustered together as duplicates.", + "confidence": 0.99, + "canonical_issue_reason": "Issue #66361 is the closed report and likely serves as the de facto canonical record for this bug; its title matches #66362 exactly and it has the earlier timestamp.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue #66361 is a strong cluster representative because it is the earliest report, already closed, and the duplicate wording indicates the same underlying defect.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:66361", + "right": "issue:66362", + "accept": true, + "reason": "Exact same title and same described failure mode: memory_search returns handelized paths that read/memory_get cannot resolve to real filesystem paths. This is the same underlying bug." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The cluster decision is grounded in the packet: both issues have the exact same title, and the soft-similarity signal is strong. Choosing the earlier closed issue as the representative/canonical record is conservative enough here. No overstatement beyond the available evidence." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 142, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-66441-2", + "nodes": [ + "issue:66441", + "issue:66443" + ], + "soft_pairs": [ + "issue:66441|issue:66443" + ], + "prepared_review_unit_hash": "4c56765e5b1438e4d77b011d1bec616ba21e6fd2541cd3ff33a6427842a99a7b", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1632, + "estimated_input_tokens": 408, + "estimated_eval_tokens": 1072 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1632, + "estimated_input_tokens": 408, + "estimated_eval_tokens": 1072 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "The two issues are closely related and both describe overflow-recovery causing user-message duplication and transcript growth, but the evidence here is only title-level and soft-similarity, so I would not treat them as definitively the same bug.", + "confidence": 0.76, + "canonical_issue_reason": "Issue 66443 is the more concrete and specific report: it names duplicated role=user messages in session JSONL and the growth-amplification effect.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 66443 is the best overall issue candidate because it states the failure mode more directly and precisely than 66441.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:66441", + "right": "issue:66443", + "accept": false, + "reason": "The titles strongly suggest the same overflow-recovery duplication class, but with only soft-similarity and no explicit linking or deeper evidence, this is better treated as closely related rather than confirmed duplicate." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "The pair looks related, but the analyst overstates certainty. From the packet we only have titles and soft-similarity evidence, so saying the issues are the same bug and that identical user messages are being re-appended is stronger than the evidence supports. A more conservative verdict would be \u201clikely/closely related overflow-recovery duplication issues,\u201d not a definitive match." + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 143, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-66601-2", + "nodes": [ + "issue:66601", + "issue:67224" + ], + "soft_pairs": [ + "issue:66601|issue:67224" + ], + "prepared_review_unit_hash": "c0e47e5da899823fe61f7ef49140bcbe605a0eaa2659a1395962769b4dc2d19b", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1591, + "estimated_input_tokens": 398, + "estimated_eval_tokens": 1052 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1591, + "estimated_input_tokens": 398, + "estimated_eval_tokens": 1052 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Both issues appear to describe the same 2026.4.14 regression around ContextEngine failures; one is a broad usability report, the other names the concrete agent-init error signature.", + "confidence": 0.67, + "canonical_issue_reason": "issue #67224 is the more specific and actionable report: it names the affected release, the affected path (agent initialization), and the concrete error signature (`ContextEngine info.id mismatch`).", + "canonical_pr_reason": null, + "best_issue_reason": "#67224 is the best representative because it is narrower and more diagnostic than the broader repeated-error/usability complaint in #66601.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:66601", + "right": "issue:67224", + "accept": true, + "reason": "Likely the same underlying 2026.4.14 ContextEngine regression: both mention ContextEngine-related breakage, and #67224 provides the specific mismatch error while #66601 describes the broader user-visible impact." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet: both issues target 2026.4.14 and involve ContextEngine failures, with #67224 giving the more specific agent-init mismatch detail. The soft-edge verdict is appropriately cautious, using 'likely' rather than overstating certainty." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 144, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-66654-2", + "nodes": [ + "issue:66654", + "issue:66672" + ], + "soft_pairs": [ + "issue:66654|issue:66672" + ], + "prepared_review_unit_hash": "03fccf13be320fea3ec6b81d5315551812f5fbf96c15990590a94e534fbc6be4", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1603, + "estimated_input_tokens": 401, + "estimated_eval_tokens": 1058 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1603, + "estimated_input_tokens": 401, + "estimated_eval_tokens": 1058 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "The two issues are not duplicates: one requests a built-in Git-style versioning/rollback system, while the other proposes AI workflow modes (Ask/Plan/Modify) for user control and transparency. They overlap only at a very broad \u201csafer coding workflow\u201d level.", + "confidence": 0.97, + "canonical_issue_reason": "Issue 66654 is the more concrete infrastructure feature request, focused on versioning and rollback mechanics rather than a general workflow proposal.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 66654 is the better representative issue for the cluster because it describes a specific, implementable capability with clearer scope.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:66654", + "right": "issue:66672", + "accept": false, + "reason": "Different underlying features: time-travel editing/version control versus AI interaction modes. They do not describe the same change or bug fix." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 145, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-66666-2", + "nodes": [ + "issue:66666", + "issue:66667" + ], + "soft_pairs": [ + "issue:66666|issue:66667" + ], + "prepared_review_unit_hash": "2aed76ff54dcd8dc375859879ab8f2abd16b757cedfc0048eb1814128cd4f05f", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1517, + "estimated_input_tokens": 380, + "estimated_eval_tokens": 1016 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1517, + "estimated_input_tokens": 380, + "estimated_eval_tokens": 1016 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "The two issues appear to be the same feature request at different specificity levels: a hook for reply interception, with one naming the concrete `before_delivery` hook. I\u2019d cluster them together and prefer the more specific issue as canonical.", + "confidence": 0.71, + "canonical_issue_reason": "Issue 66667 is the more concrete request (`before_delivery` hook for reply interception) and best captures the specific API being asked for.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 66667 is the best representative because it states the exact hook name and is less ambiguous than the generic hook request.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:66666", + "right": "issue:66667", + "accept": true, + "reason": "Both are feature requests for reply-interception hooks; the second is just a more specific naming of the same underlying change." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The clustering is grounded in the packet: both items are open issues with identical body length and highly similar titles about reply interception hooks. The soft-edge accept is conservative, and choosing the more specific `before_delivery` issue as canonical is reasonable." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 146, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-66827-2", + "nodes": [ + "issue:66827", + "issue:67065" + ], + "soft_pairs": [ + "issue:66827|issue:67065" + ], + "prepared_review_unit_hash": "d9832240f71de93b72b34d39726907e631e3fba17c852af68f757dc67afbc081", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1597, + "estimated_input_tokens": 400, + "estimated_eval_tokens": 1056 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1597, + "estimated_input_tokens": 400, + "estimated_eval_tokens": 1056 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "The two issues are related to Telegram managed media handling, but they describe different problems: one is about missing inbound media refs for DM photo/document messages, while the other is about session-scoped next-turn suppression and pending-state behavior. They are not the same underlying bug.", + "confidence": 0.9, + "canonical_issue_reason": "Issue 66827 is the more concrete, narrowly-scoped bug report with a specific observable failure mode and clearer target for a fix.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 66827 is the best representative because it names the exact broken behavior and affected message types, making it easier to deduplicate against future reports.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:66827", + "right": "issue:67065", + "accept": false, + "reason": "Both concern managed media workflows, but 66827 is about missing inbound media references in DM photo/document hooks, while 67065 is about suppressing next-turn handling and maintaining pending state. Different symptoms and likely different fixes." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 147, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-66893-2", + "nodes": [ + "issue:66893", + "issue:67847" + ], + "soft_pairs": [ + "issue:66893|issue:67847" + ], + "prepared_review_unit_hash": "638e89802e5d65d32797dea2793904ef5c2ac1a147a66cd269fb60bec7eb700c", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1565, + "estimated_input_tokens": 392, + "estimated_eval_tokens": 1040 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1565, + "estimated_input_tokens": 392, + "estimated_eval_tokens": 1040 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These are related at a high level (difficulty spike/progression), but they are not clearly the same underlying issue. One is a broad meta report, the other is a specific Stage 004 barrier, so I would not deduplicate them.", + "confidence": 0.74, + "canonical_issue_reason": "issue:67847 is the more concrete report: it names a specific stage and a distinct progression barrier, making it the better canonical issue for triage and follow-up.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:67847 is the strongest standalone issue because it is specific, actionable, and describes a concrete gameplay failure mode rather than a broad umbrella complaint.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:66893", + "right": "issue:67847", + "accept": false, + "reason": "They overlap in theme, but the first is a broad sustainability/progression complaint while the second is a specific Stage 004 blocker. Not enough evidence that they describe the same bug." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 148, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-66947-3", + "nodes": [ + "issue:66947", + "issue:67296", + "issue:68367" + ], + "soft_pairs": [ + "issue:66947|issue:67296", + "issue:67296|issue:68367" + ], + "prepared_review_unit_hash": "565bcc4272d4e72cfa4e7d229a432f84bf1233b63570a17f70a548ba723b93d3", + "component_budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 2538, + "estimated_input_tokens": 635, + "estimated_eval_tokens": 1526 + }, + "budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 2538, + "estimated_input_tokens": 635, + "estimated_eval_tokens": 1526 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Two issues appear to describe the same daily-memory overwrite/pollution bug in the dreaming/consolidation pipeline; the light-sleep cross-session leakage report looks related but distinct.", + "confidence": 0.81, + "canonical_issue_reason": "Issue 67296 is the strongest canonical issue because it states the concrete failure mode and exact path (`memory/YYYY-MM-DD.md` being overwritten) rather than only downstream symptoms.", + "canonical_pr_reason": null, + "best_issue_reason": "67296 is the best triage anchor: it is the most specific about the bug mechanism and affected file, making it easiest to dedupe against closely related reports.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:66947", + "right": "issue:67296", + "accept": true, + "reason": "Same underlying daily-memory contamination/overwrite problem in the dreaming pipeline; 66947 describes the downstream heartbeat logging failure, while 67296 names the concrete overwrite in the same file." + }, + { + "left": "issue:67296", + "right": "issue:68367", + "accept": false, + "reason": "Both involve dreaming/memory, but 68367 is about cross-context leakage across sessions, not overwriting the daily memory file; different concrete failure mode." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet titles and stays appropriately cautious. The 66947\u219467296 pairing is reasonably supported as a likely related daily-memory pollution/overwrite issue, and the 67296\u219468367 rejection is conservative because the latter reads like cross-context leakage rather than overwriting the daily memory file." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 149, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-67034-2", + "nodes": [ + "issue:67034", + "issue:68223" + ], + "soft_pairs": [ + "issue:67034|issue:68223" + ], + "prepared_review_unit_hash": "14a9b2a97d89dc97015f61ab0998293813d99dde05f38313d2f9007c41e54ee6", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1590, + "estimated_input_tokens": 398, + "estimated_eval_tokens": 1052 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1590, + "estimated_input_tokens": 398, + "estimated_eval_tokens": 1052 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These are related Telegram multi-account instability reports, but they appear to describe different failure modes and triggers: polling stalls/restarts versus websocket handshake timeout cascades on startup. I would not treat them as duplicates.", + "confidence": 0.82, + "canonical_issue_reason": "Issue #67034 is the clearest concrete report of the multi-account stall/restart symptom and is detailed enough to anchor the cluster, while #68223 looks like a related but distinct startup/handshake failure.", + "canonical_pr_reason": null, + "best_issue_reason": "#67034 is the best issue candidate because it states the observable behavior most precisely (all 16 accounts stall and restart simultaneously) and gives a strong reproduction context.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:67034", + "right": "issue:68223", + "accept": false, + "reason": "Same broad Telegram multi-account area, but the described failures differ: polling avalanche/stall-restart vs websocket handshake timeout cascade on gateway start. Not the same underlying bug." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 150, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-67052-2", + "nodes": [ + "issue:67052", + "issue:67053" + ], + "soft_pairs": [ + "issue:67052|issue:67053" + ], + "prepared_review_unit_hash": "1acde666310b262874ab77c8e8f21d22f481cd41fd494d2d6e3433068e32380c", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1571, + "estimated_input_tokens": 393, + "estimated_eval_tokens": 1042 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1571, + "estimated_input_tokens": 393, + "estimated_eval_tokens": 1042 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These two issues have identical titles and are very likely about the same TUI streaming-indicator bug, but the evidence is still limited because we do not have the bodies and the similarity signal is only moderate.", + "confidence": 0.79, + "canonical_issue_reason": "Issue 67053 is the better canonical representative because it has the same title as 67052 and slightly more discussion activity, making it the more established thread.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 67053 is the best single issue for the cluster for the same reasons: same report wording, more activity, and likely the preferred triage target.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:67052", + "right": "issue:67053", + "accept": false, + "reason": "The titles match exactly and the issues are likely duplicates, but we only have a soft-similarity signal plus a moderate Jaccard score; without the bodies, this is not enough to confirm the same underlying bug." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "The canonical choice is plausible, but the soft-edge verdict is a bit too strong for the evidence provided. We only have identical titles plus a soft-similarity signal; the packet does not show the bodies, and the jaccard score is only moderate. A more conservative verdict would be \u201clikely duplicate / probably same issue,\u201d not a definite accept with \u201cno evidence they describe different underlying problems.\u201d" + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 151, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-67139-2", + "nodes": [ + "issue:67139", + "issue:67141" + ], + "soft_pairs": [ + "issue:67139|issue:67141" + ], + "prepared_review_unit_hash": "9746cee71abe10a9d577b743e54c964f9933e3d08ed17e1c3c338b7140436474", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1512, + "estimated_input_tokens": 378, + "estimated_eval_tokens": 1012 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1512, + "estimated_input_tokens": 378, + "estimated_eval_tokens": 1012 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "The two issues do not appear to describe the same underlying bug or change; their titles point to different systems and there are no shared targets, filenames, or explicit links. The soft similarity is too weak to treat them as duplicates.", + "confidence": 0.93, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": null, + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:67139", + "right": "issue:67141", + "accept": false, + "reason": "Reject: the issues have unrelated titles ('Memory Processing Engine' vs 'AegisGuard Enforcement'), no shared issue targets or filenames, and only weak textual similarity." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 152, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-67172-2", + "nodes": [ + "issue:67172", + "issue:67377" + ], + "soft_pairs": [ + "issue:67172|issue:67377" + ], + "prepared_review_unit_hash": "d61badbe6b5e1d0f7366619dce5f3bfddcaf03c7a397c00b1e95f70d4fd3f68b", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1571, + "estimated_input_tokens": 393, + "estimated_eval_tokens": 1042 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1571, + "estimated_input_tokens": 393, + "estimated_eval_tokens": 1042 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These look related as cron-classifier misclassification reports, but the packet only gives titles and a soft_similarity signal, so I would not treat them as the same underlying bug with enough confidence to merge into one issue.", + "confidence": 0.58, + "canonical_issue_reason": "67377 is the broader phrasing and makes a better umbrella issue if one must be chosen, but the evidence is too thin to claim it is the same bug as 67172.", + "canonical_pr_reason": null, + "best_issue_reason": "67377 is the better representative because it states the classifier-status inversion more generally, while 67172 reads like a narrower denial-token example.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:67172", + "right": "issue:67377", + "accept": false, + "reason": "The titles suggest related classifier-misclassification reports, but there is not enough content evidence to conclude they are the same bug or mergeable as one issue; they could be separate failure modes in the same subsystem." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "The analyst is a bit too confident for the evidence in the packet. We only have the issue titles plus a soft_similarity signal, so saying they are the same cron-classifier code-path or the same bug in opposite directions is stronger than the packet supports. The safer reading is that they are related classifier-misclassification reports, but not necessarily mergeable as a single issue without more content evidence." + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 153, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-67299-2", + "nodes": [ + "issue:67299", + "issue:67700" + ], + "soft_pairs": [ + "issue:67299|issue:67700" + ], + "prepared_review_unit_hash": "f9c74df7445ab37cbce36d17acf0b9f9deb46ad98e2f00d7ccf495d32ca54f29", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1614, + "estimated_input_tokens": 404, + "estimated_eval_tokens": 1064 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1614, + "estimated_input_tokens": 404, + "estimated_eval_tokens": 1064 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These two issues appear to describe the same feature request: a built-in mock provider for testing plus MCP lifecycle hook/hardening support. The closed issue is explicitly marked duplicate, so the open issue is the better canonical tracker.", + "confidence": 0.95, + "canonical_issue_reason": "Issue 67299 is open and reads like the broader original feature request; issue 67700 is explicitly labeled as a duplicate and should be consolidated there.", + "canonical_pr_reason": null, + "best_issue_reason": "67299 is the best issue to keep because it is the primary open request and can serve as the single place for discussion, design, and implementation tracking.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:67299", + "right": "issue:67700", + "accept": true, + "reason": "Both issues target the same underlying feature: a built-in mock provider for testing and MCP lifecycle-related hooks/hardening. The wording differs, but the request scope overlaps strongly enough to treat them as duplicates." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "Grounded in the packet: the issue titles are closely aligned, and 67700 is marked as a duplicate in its title. The canonical tracker choice is conservative and the duplicate verdict is sufficiently supported by the available evidence." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 154, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-67368-3", + "nodes": [ + "issue:67368", + "issue:67369", + "issue:67370" + ], + "soft_pairs": [ + "issue:67368|issue:67369", + "issue:67368|issue:67370", + "issue:67369|issue:67370" + ], + "prepared_review_unit_hash": "6067e6c34f4fcfba67f52f22c270a76026512ef8fddbe5292a67ff1f3372f8c9", + "component_budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 3, + "serialized_chars": 2776, + "estimated_input_tokens": 694, + "estimated_eval_tokens": 1644 + }, + "budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 3, + "serialized_chars": 2776, + "estimated_input_tokens": 694, + "estimated_eval_tokens": 1644 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These are three related but distinct session-management feature requests: close API, metadata queries, and lifecycle hooks. They share a theme but do not describe the same underlying change.", + "confidence": 0.97, + "canonical_issue_reason": "No canonical issue: each request asks for a different capability, so they should remain separate issues.", + "canonical_pr_reason": null, + "best_issue_reason": "No single best issue for deduplication; the cluster is about a shared area, not one duplicate request.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:67368", + "right": "issue:67369", + "accept": false, + "reason": "Close API and metadata-filtered queries are different features with different outcomes and implementation paths." + }, + { + "left": "issue:67368", + "right": "issue:67370", + "accept": false, + "reason": "A session close endpoint and event-driven lifecycle hooks are related but not the same change." + }, + { + "left": "issue:67369", + "right": "issue:67370", + "accept": false, + "reason": "Querying sessions by age/size/agent is distinct from adding lifecycle hooks; they are not duplicates." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 155, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-67565-2", + "nodes": [ + "issue:67565", + "issue:68297" + ], + "soft_pairs": [ + "issue:67565|issue:68297" + ], + "prepared_review_unit_hash": "3d82b2eba116b20f3315871e67af440bb6ae97d104984aadc2c36e93fc00b894", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1540, + "estimated_input_tokens": 385, + "estimated_eval_tokens": 1026 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1540, + "estimated_input_tokens": 385, + "estimated_eval_tokens": 1026 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Two closely related feature requests ask for a `--daemon-env` flag, but they target different install commands (`openclaw onboard --install-daemon` vs `openclaw node install`). They look adjacent rather than identical, so I would not merge them as duplicates.", + "confidence": 0.79, + "canonical_issue_reason": "Issue #67565 is the slightly broader and more specific representative for the daemon-install flow on `onboard`, which makes it a better anchor for this feature family.", + "canonical_pr_reason": null, + "best_issue_reason": "#67565 is the best issue to keep as the canonical reference for this cluster because it most clearly captures the requested `--daemon-env` addition without stretching to the `node install` variant.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:67565", + "right": "issue:68297", + "accept": false, + "reason": "Both ask for a `--daemon-env` flag, but they apply to different CLI entry points and install flows. That is related, but not enough to treat as the same underlying issue." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 156, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-67690-2", + "nodes": [ + "issue:67690", + "issue:67691" + ], + "soft_pairs": [ + "issue:67690|issue:67691" + ], + "prepared_review_unit_hash": "6673a125968b1b7dc6122e6aba168732c376f9cbf039e03ee4ef810c32357b34", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1590, + "estimated_input_tokens": 398, + "estimated_eval_tokens": 1052 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1590, + "estimated_input_tokens": 398, + "estimated_eval_tokens": 1052 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These are related context-pruning feature requests, but they are not duplicates: one focuses on visibility/control over pruning behavior, while the other asks for a local pruning implementation independent of model API support.", + "confidence": 0.93, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": "Issue 67691 is the more concrete implementation request, but it does not cover the visibility/control concerns in 67690, so it should not be treated as a canonical duplicate target.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:67690", + "right": "issue:67691", + "accept": false, + "reason": "Related theme, but different underlying requests: 67690 is about exposing and controlling pruning/trimming behavior, while 67691 is about implementing local pruning without relying on API support." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 157, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-67778-2", + "nodes": [ + "issue:67778", + "issue:68138" + ], + "soft_pairs": [ + "issue:67778|issue:68138" + ], + "prepared_review_unit_hash": "1bbf58d56a642406d5e3ed824831ad94a25a2950df0b26865538fac79f84d88b", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1495, + "estimated_input_tokens": 374, + "estimated_eval_tokens": 1004 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1495, + "estimated_input_tokens": 374, + "estimated_eval_tokens": 1004 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These look like two unrelated test issues rather than duplicate reports of the same bug. The titles are generic, there are no shared targets, references, filenames, or concrete problem details, so the soft match should be rejected.", + "confidence": 0.97, + "canonical_issue_reason": "No clear canonical issue: the items do not describe the same underlying bug or request, only generic test-issue placeholders.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 67778 is the better representative only because it has slightly more activity, but it still is not a true canonical duplicate target.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:67778", + "right": "issue:68138", + "accept": false, + "reason": "Both are generic test issues with no concrete overlapping bug, target, or evidence of the same underlying problem." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 158, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-67888-2", + "nodes": [ + "issue:67888", + "issue:68078" + ], + "soft_pairs": [ + "issue:67888|issue:68078" + ], + "prepared_review_unit_hash": "40f5aba21a96b79d7272d540bff023875b826f710305a587ae1d60fc95f3c6c7", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1695, + "estimated_input_tokens": 424, + "estimated_eval_tokens": 1104 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1695, + "estimated_input_tokens": 424, + "estimated_eval_tokens": 1104 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Both issues point at `supportsAdaptiveThinking()` missing `opus-4-7`, but the evidence is only soft similarity. They describe different observed fallbacks (400 then fallback to `thinking=off` vs. silent fallback to `enabled + 10K budget`), so I would not collapse them as the same bug without a stronger explicit link or shared repro.", + "confidence": 0.88, + "canonical_issue_reason": "#67888 is the better canonical issue: it has more inbound references and discussion activity, and it describes the missing-whitelist failure mode in more concrete detail.", + "canonical_pr_reason": null, + "best_issue_reason": "#67888 is the best issue overall because it appears earlier, has more community activity, and gives the clearest reproduction/impact description of the whitelist omission.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:67888", + "right": "issue:68078", + "accept": false, + "reason": "Reject as the same bug: both mention the same missing whitelist entry, but the packet only shows soft similarity and the reported fallback behaviors differ materially. That is not enough to treat them as one issue." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "The canonical-issue summary is mostly grounded, but the soft-edge acceptance is too strong for the evidence. The packet only shows soft similarity with no explicit links, and the two issues describe different fallback behaviors (400+fallback to thinking off vs. silent fallback to enabled+10K budget). They may share a root cause, but that is not established strongly enough to mark the pair as the same bug. Please keep the verdict conservative." + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 159, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-68082-3", + "nodes": [ + "issue:68082", + "issue:68083", + "issue:68085" + ], + "soft_pairs": [ + "issue:68083|issue:68085" + ], + "prepared_review_unit_hash": "e31f36778ac1a8b9fd828a8d9a1b791dd6f910441b76b6254bada12672a45a00", + "component_budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 1, + "serialized_chars": 2437, + "estimated_input_tokens": 610, + "estimated_eval_tokens": 1476 + }, + "budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 1, + "serialized_chars": 2437, + "estimated_input_tokens": 610, + "estimated_eval_tokens": 1476 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "68082 remains the best canonical issue for this cluster because it is the open tracker for the same bug. Issues 68083 and 68085 look highly similar, but their direct soft edge is not strong enough to auto-accept as a definitive duplicate pair.", + "confidence": 0.93, + "canonical_issue_reason": "Issue 68082 is the best canonical issue: it is open and represents the same reported bug as the other two closed issues, making it the natural primary tracker.", + "canonical_pr_reason": null, + "best_issue_reason": "68082 is the best overall issue because it is the active/open representative of the cluster and the most suitable single issue to keep as canonical.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:68083", + "right": "issue:68085", + "accept": false, + "reason": "These two issues appear nearly identical, but the packet only provides soft_similarity and deterministic_accept=false for this edge. That is not enough to confirm a true duplicate pair, so leave it unaccepted." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "The main issue summary is mostly grounded, but the soft-edge verdict is too strong for the evidence provided. For issue:68083 vs issue:68085 the packet only shows soft_similarity with deterministic_accept=false; accepting them as a true duplicate pair overstates the evidence. A more conservative verdict would be to leave that pair unaccepted or describe it as likely similar/duplicate rather than definitive." + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 160, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-68390-2", + "nodes": [ + "issue:68390", + "issue:68391" + ], + "soft_pairs": [ + "issue:68390|issue:68391" + ], + "prepared_review_unit_hash": "4a1b35305bf645abc703756f43e9f6a800d2b103fb447ff9db65d006872f8652", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1611, + "estimated_input_tokens": 403, + "estimated_eval_tokens": 1062 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1611, + "estimated_input_tokens": 403, + "estimated_eval_tokens": 1062 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These are two separate CLI bugs in the same command family: one is alias resolution creating bogus model entries, the other is agent-scoped writes falling back to the global default. They are related but not the same underlying defect.", + "confidence": 0.94, + "canonical_issue_reason": "Issue 68391 is the cleaner representative of the cluster because it states a specific, reproducible scope-handling bug. That said, it does not subsume issue 68390, which is a different alias-resolution failure.", + "canonical_pr_reason": null, + "best_issue_reason": "Neither issue fully covers the other, so there is no true cluster-wide canonical issue. If one must be picked for triage, 68391 is slightly more central, but 68390 should remain separate.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:68390", + "right": "issue:68391", + "accept": false, + "reason": "Different failure modes: alias lookup/entry creation vs agent-scope persistence. Same subsystem, but not the same underlying bug or fix." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 161, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-68487-4", + "nodes": [ + "issue:68487", + "issue:68510", + "issue:68529", + "issue:68541" + ], + "soft_pairs": [ + "issue:68487|issue:68529", + "issue:68510|issue:68529", + "issue:68510|issue:68541" + ], + "prepared_review_unit_hash": "c93b5c68aba8c17c4e3858695c87cfce542f72213865982602964fe700efbc4d", + "component_budget": { + "node_count": 4, + "item_count": 4, + "soft_pair_count": 3, + "serialized_chars": 3466, + "estimated_input_tokens": 867, + "estimated_eval_tokens": 1990 + }, + "budget": { + "node_count": 4, + "item_count": 4, + "soft_pair_count": 3, + "serialized_chars": 3466, + "estimated_input_tokens": 867, + "estimated_eval_tokens": 1990 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These look like four unrelated issues that only share a broad pattern of error-path/state-accounting bugs. The weak similarity signals are not enough to treat any pair as the same underlying defect.", + "confidence": 0.96, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": null, + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:68487", + "right": "issue:68529", + "accept": false, + "reason": "Both involve cleanup after failure, but one is a subagent sweeper lifecycle leak and the other is plugin registration leaving partial registry entries; different code paths and symptoms." + }, + { + "left": "issue:68510", + "right": "issue:68529", + "accept": false, + "reason": "Auth-count drift in gateway restart emission is unrelated to plugin registry rollback on register() throw; same general failure-handling theme only." + }, + { + "left": "issue:68510", + "right": "issue:68541", + "accept": false, + "reason": "These describe different retry mechanisms and bugs: sigusr1 authorization accounting versus retryAsync jitter competing with Retry-After." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 162, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-68548-4", + "nodes": [ + "issue:68548", + "issue:68549", + "issue:68550", + "issue:68551" + ], + "soft_pairs": [ + "issue:68548|issue:68549", + "issue:68548|issue:68550", + "issue:68548|issue:68551", + "issue:68549|issue:68551", + "issue:68549|issue:68550", + "issue:68550|issue:68551" + ], + "prepared_review_unit_hash": "7a72b6989faffa6a179208d2ac7cd341602a5b6e43984726b8933334f7ffa51c", + "component_budget": { + "node_count": 4, + "item_count": 4, + "soft_pair_count": 6, + "serialized_chars": 4464, + "estimated_input_tokens": 1116, + "estimated_eval_tokens": 2488 + }, + "budget": { + "node_count": 4, + "item_count": 4, + "soft_pair_count": 6, + "serialized_chars": 4464, + "estimated_input_tokens": 1116, + "estimated_eval_tokens": 2488 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These four issues are related thematically: they all propose plugin-facing seams for delegated tasks, but each targets a different lifecycle concern (session send, wait/run handle, cancellation fan-out, heartbeat/timeout).", + "confidence": 0.92, + "canonical_issue_reason": "Issue 68548 is the most central and concrete of the set, describing the core delegated-task plugin SDK hook around `sessions_send` that anchors the overall theme.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 68548 is the best representative issue for the cluster because it states the broad delegated-task SDK extension most directly and is easier to use as the umbrella reference.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:68548", + "right": "issue:68549", + "accept": false, + "reason": "Different delegated-task seams: one is a `sessions_send` delegation hook, the other is a plugin-facing wait/run handle seam; related theme but not the same change." + }, + { + "left": "issue:68548", + "right": "issue:68550", + "accept": false, + "reason": "One concerns session-send delegation, the other cancellation fan-out between delegated tasks and session runs; distinct code-path problems." + }, + { + "left": "issue:68548", + "right": "issue:68551", + "accept": false, + "reason": "Heartbeat/timeout timer behavior is a separate lifecycle seam from session-send delegation, so they should not be merged." + }, + { + "left": "issue:68549", + "right": "issue:68551", + "accept": false, + "reason": "Wait/run handle plumbing and heartbeat/timeout timer seams are different plugin APIs with different failure modes." + }, + { + "left": "issue:68549", + "right": "issue:68550", + "accept": false, + "reason": "Handle-seam work and cancel fan-out work address different mechanics in delegated-task control flow." + }, + { + "left": "issue:68550", + "right": "issue:68551", + "accept": false, + "reason": "Cancellation propagation and heartbeat/timeout timing are separate concerns, not the same underlying bug or change." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 163, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-68582-2", + "nodes": [ + "issue:68582", + "issue:68611" + ], + "soft_pairs": [ + "issue:68582|issue:68611" + ], + "prepared_review_unit_hash": "677d4e1928fa3588eb944512df5b140ca77745677e8e26fdd25a9a9103a7ee9d", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1643, + "estimated_input_tokens": 411, + "estimated_eval_tokens": 1078 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1643, + "estimated_input_tokens": 411, + "estimated_eval_tokens": 1078 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These two issues appear to describe the same WebChat CLI/provider transcript persistence bug: assistant replies do not remain visible and conversation history is lost/overwritten after each turn or reload.", + "confidence": 0.83, + "canonical_issue_reason": "Issue 68611 is the clearest canonical issue: it states both visible symptoms (assistant replies invisible, user messages erased) and identifies the WebChat CLI runner context directly.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 68611 is the better cluster representative because it is broader and more explicit about the failure mode, making it easier to triage and search.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:68582", + "right": "issue:68611", + "accept": true, + "reason": "Both reports point to the same underlying persistence/history reload problem in WebChat with the CLI provider; the second issue is essentially a fuller symptom description of the first." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet: both issue titles describe the same WebChat CLI/provider transcript persistence problem, with invisible assistant replies and lost user/history state. The canonical-choice and soft-edge rationale are conservative enough given the available evidence, and there is no clear overstatement beyond the titles." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 164, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-68841-2", + "nodes": [ + "issue:68841", + "issue:68847" + ], + "soft_pairs": [ + "issue:68841|issue:68847" + ], + "prepared_review_unit_hash": "f6391c3e7eaf6202540df2097a61aa9b40f590967e05104257704cb87c83511a", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1639, + "estimated_input_tokens": 410, + "estimated_eval_tokens": 1076 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1639, + "estimated_input_tokens": 410, + "estimated_eval_tokens": 1076 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These are two unrelated gateway bugs: one about an uncapped costUsageCache accumulating stale entries, the other about nodeWakeById being written before an APNS registration check. They should not be deduplicated.", + "confidence": 0.98, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": "No single canonical issue: 68841 and 68847 describe different code paths, different failure modes, and would require different fixes.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:68841", + "right": "issue:68847", + "accept": false, + "reason": "Different underlying bugs in different subsystems: cache pruning vs node wake registration ordering. They are not the same issue." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 1, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-18860-2", + "nodes": [ + "pull_request:18860", + "pull_request:36245" + ], + "soft_pairs": [ + "pull_request:18860|pull_request:36245" + ], + "prepared_review_unit_hash": "44db4562a2f4024141462b98fced01ec492fc980bab3fb7627951b75c97e84bd", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4495, + "estimated_input_tokens": 1124, + "estimated_eval_tokens": 2504 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4495, + "estimated_input_tokens": 1124, + "estimated_eval_tokens": 2504 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "The two PRs are unrelated: one adds a new agent hook for resolved tools, while the other adds a Predict marketplace skill/documentation. They should not be treated as duplicates or a single change cluster.", + "confidence": 0.99, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": null, + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "pull_request:18860", + "right": "pull_request:36245", + "accept": false, + "reason": "Different code areas and goals: agent hook plumbing vs. a new Predict skill/docs. They do not fix the same underlying problem and could not plausibly be merged into one PR." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 2, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 46, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-18915-528", + "nodes": [ + "pull_request:53401", + "pull_request:53441", + "pull_request:53451", + "pull_request:53522", + "pull_request:62689", + "pull_request:63783", + "pull_request:64109", + "pull_request:64594", + "pull_request:64657", + "pull_request:64842", + "pull_request:64862", + "pull_request:64864", + "pull_request:65111", + "pull_request:65262", + "pull_request:65460", + "pull_request:65622", + "pull_request:65669", + "pull_request:65696", + "pull_request:65911", + "pull_request:65979", + "pull_request:65989", + "pull_request:66023", + "pull_request:66054", + "pull_request:66063", + "pull_request:66310", + "pull_request:66329", + "pull_request:66442", + "pull_request:66613", + "pull_request:66640", + "pull_request:66696", + "pull_request:66753", + "pull_request:66764", + "pull_request:66776", + "pull_request:67207", + "pull_request:67215", + "pull_request:67374", + "pull_request:67586", + "pull_request:67733", + "pull_request:67870", + "pull_request:68005", + "pull_request:68034", + "pull_request:68071", + "pull_request:68286", + "pull_request:68418", + "pull_request:68817", + "pull_request:68819", + "pull_request:68830", + "pull_request:68855" + ], + "soft_pairs": [ + "pull_request:53401|pull_request:53522", + "pull_request:65669|pull_request:66023", + "pull_request:66054|pull_request:66310", + "pull_request:62689|pull_request:68034", + "pull_request:65460|pull_request:66640", + "pull_request:66696|pull_request:67870", + "pull_request:64842|pull_request:64862", + "pull_request:66054|pull_request:66063", + "pull_request:68286|pull_request:68830", + "pull_request:66329|pull_request:66442", + "pull_request:68005|pull_request:68071", + "pull_request:65111|pull_request:65262", + "pull_request:67207|pull_request:67215", + "pull_request:65979|pull_request:65989", + "pull_request:53451|pull_request:53522", + "pull_request:68418|pull_request:68855", + "pull_request:53441|pull_request:53522", + "pull_request:67374|pull_request:67733", + "pull_request:66753|pull_request:67870", + "pull_request:66696|pull_request:66776", + "pull_request:68817|pull_request:68819", + "pull_request:66753|pull_request:66776", + "pull_request:64657|pull_request:64864", + "pull_request:66776|pull_request:67870", + "pull_request:65696|pull_request:67586", + "pull_request:63783|pull_request:66613", + "pull_request:64109|pull_request:64594", + "pull_request:65622|pull_request:66764", + "pull_request:65911|pull_request:66613" + ], + "prepared_review_unit_hash": "c82bdc2a346373f1461a4d016a07ac9fe49e58eb5192e6d761a031ac30130f09", + "component_budget": { + "node_count": 528, + "item_count": 528, + "soft_pair_count": 1438, + "serialized_chars": 1672259, + "estimated_input_tokens": 418065, + "estimated_eval_tokens": 836386 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 29, + "serialized_chars": 107878, + "estimated_input_tokens": 26970, + "estimated_eval_tokens": 54196 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Mixed cluster with several true duplicate-like PR pairs inside otherwise unrelated fixes; no single artifact cleanly represents the whole set. Clear duplicates exist for cron startup null-state guards, pre-commit Corepack fallback, Slack thread routing, memory hybrid result fields, TUI run-status recovery, and the OpenAI typed-block stream fix.", + "confidence": 0.69, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": null, + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "pull_request:53401", + "right": "pull_request:53522", + "accept": false, + "reason": "53522 bundles this schema change with unrelated Synology and port-diagnosis fixes; not the same single PR-worthy change." + }, + { + "left": "pull_request:65669", + "right": "pull_request:66023", + "accept": true, + "reason": "Both implement custom cron job IDs on add, touching the same cron add/normalize path." + }, + { + "left": "pull_request:66054", + "right": "pull_request:66310", + "accept": true, + "reason": "Same cron start() missing-job.state guard in the same code path." + }, + { + "left": "pull_request:62689", + "right": "pull_request:68034", + "accept": false, + "reason": "Both are Discord thread-binding related, but they fix different prefix-conversion paths (inbound lookup vs binding adapter)." + }, + { + "left": "pull_request:65460", + "right": "pull_request:66640", + "accept": false, + "reason": "Both touch browser CLI help loading, but one is lazy-loading subcommands while the other avoids full boot on --help; related but different changes." + }, + { + "left": "pull_request:66696", + "right": "pull_request:67870", + "accept": true, + "reason": "Same pre-commit/Corepack pnpm fallback fix in the same hook/tooling files." + }, + { + "left": "pull_request:64842", + "right": "pull_request:64862", + "accept": true, + "reason": "Same stale-streaming-status bug for completed unbound runs in the TUI event handler." + }, + { + "left": "pull_request:66054", + "right": "pull_request:66063", + "accept": true, + "reason": "Both guard legacy cron jobs without state on startup; same underlying bug." + }, + { + "left": "pull_request:68286", + "right": "pull_request:68830", + "accept": true, + "reason": "Same memory hybrid result metadata change exposing vectorScore/textScore." + }, + { + "left": "pull_request:66329", + "right": "pull_request:66442", + "accept": false, + "reason": "Both address Discord multi-account skills checks, but 66442 changes requirement semantics broadly while 66329 only adjusts status recognition." + }, + { + "left": "pull_request:68005", + "right": "pull_request:68071", + "accept": true, + "reason": "Same settings-view header duplication fix in config form rendering." + }, + { + "left": "pull_request:65111", + "right": "pull_request:65262", + "accept": false, + "reason": "Both involve command handling, but 65262 also changes ACP spawn/test behavior and is not the same concrete allowlist bypass fix." + }, + { + "left": "pull_request:67207", + "right": "pull_request:67215", + "accept": false, + "reason": "Related Discord empty-content URL preservation work, but 67207 is diagnostics/regression coverage across more paths while 67215 is the actual embed-URL parsing fix." + }, + { + "left": "pull_request:65979", + "right": "pull_request:65989", + "accept": true, + "reason": "Same cron null/missing job.state hardening across list and startup paths." + }, + { + "left": "pull_request:53451", + "right": "pull_request:53522", + "accept": false, + "reason": "53522 includes the Synology ACK fix plus other unrelated changes; not the same standalone bug fix." + }, + { + "left": "pull_request:68418", + "right": "pull_request:68855", + "accept": true, + "reason": "Same OpenAI typed-block delta handling bug; 68855 broadens it, but it is the same underlying stream-parsing problem." + }, + { + "left": "pull_request:53441", + "right": "pull_request:53522", + "accept": false, + "reason": "53522 subsumes this webhook ACK change but also adds unrelated fixes, so it is not a clean duplicate pair." + }, + { + "left": "pull_request:67374", + "right": "pull_request:67733", + "accept": false, + "reason": "Both guard undefined trim inputs, but they fix different wizard flows and are not the same concrete code path." + }, + { + "left": "pull_request:66753", + "right": "pull_request:67870", + "accept": true, + "reason": "Same Corepack-managed pnpm fallback for pre-commit tooling." + }, + { + "left": "pull_request:66696", + "right": "pull_request:66776", + "accept": true, + "reason": "Same pre-commit Corepack/pnpm fallback change with the same hook files." + }, + { + "left": "pull_request:68817", + "right": "pull_request:68819", + "accept": false, + "reason": "Both are Windows command-shim fixes, but one adds allowlisted .cmd tools and the other resolves shims to underlying .exe; different problems." + }, + { + "left": "pull_request:66753", + "right": "pull_request:66776", + "accept": true, + "reason": "Same pre-commit tooling fallback to Corepack-managed pnpm." + }, + { + "left": "pull_request:64657", + "right": "pull_request:64864", + "accept": true, + "reason": "Same Slack subagent completion/thread-routing fix; 64864 is a narrower rewrite of the same change." + }, + { + "left": "pull_request:65696", + "right": "pull_request:67586", + "accept": true, + "reason": "Both implement the same chat.abort/agent RPC abort-cascade fix, just at different layers of the path." + }, + { + "left": "pull_request:63783", + "right": "pull_request:66613", + "accept": false, + "reason": "Both touch attachments, but 63783 preserves images for text-only models while 66613 makes parse failures loud; different bugs and different fix scope." + }, + { + "left": "pull_request:64109", + "right": "pull_request:64594", + "accept": false, + "reason": "Both are qa-lab startup robustness changes, but they protect different absent-pack code paths and are not the same concrete bug." + }, + { + "left": "pull_request:65622", + "right": "pull_request:66764", + "accept": false, + "reason": "Related compaction behavior, but these target different trigger conditions and different issue scopes rather than the same exact bug." + }, + { + "left": "pull_request:65911", + "right": "pull_request:66613", + "accept": false, + "reason": "One saves web UI images for text-only models; the other centralizes attachment parse failures. Related area, different changes." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet and stays conservative about the mixed/multi-bug PRs. The accepted soft-edge pairs are supported by shared issue targets/files and look mergeable as the same bugfix, while the rejected pairs appropriately avoid overstating similarity for broader or differently scoped changes. No obvious evidence inflation stands out." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 2, + "component_count": 124, + "review_unit_index": 2, + "review_unit_count": 46, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-18915-528", + "nodes": [ + "pull_request:33237", + "pull_request:54032", + "pull_request:62689", + "pull_request:63783", + "pull_request:64322", + "pull_request:64384", + "pull_request:64446", + "pull_request:64546", + "pull_request:65003", + "pull_request:65655", + "pull_request:65800", + "pull_request:65968", + "pull_request:65979", + "pull_request:66005", + "pull_request:66063", + "pull_request:66149", + "pull_request:66407", + "pull_request:66413", + "pull_request:66613", + "pull_request:66764", + "pull_request:66949", + "pull_request:67063", + "pull_request:67137", + "pull_request:67208", + "pull_request:67231", + "pull_request:67365", + "pull_request:67480", + "pull_request:67584", + "pull_request:67586", + "pull_request:67634", + "pull_request:67665", + "pull_request:67692", + "pull_request:67733", + "pull_request:67790", + "pull_request:67867", + "pull_request:68020", + "pull_request:68034", + "pull_request:68063", + "pull_request:68087", + "pull_request:68089", + "pull_request:68114", + "pull_request:68121", + "pull_request:68225", + "pull_request:68318", + "pull_request:68384", + "pull_request:68430", + "pull_request:68456", + "pull_request:68681" + ], + "soft_pairs": [ + "pull_request:68114|pull_request:68318", + "pull_request:66613|pull_request:67586", + "pull_request:68225|pull_request:68456", + "pull_request:66407|pull_request:68089", + "pull_request:64446|pull_request:67867", + "pull_request:64384|pull_request:66764", + "pull_request:63783|pull_request:67634", + "pull_request:67665|pull_request:67867", + "pull_request:66005|pull_request:67867", + "pull_request:68020|pull_request:68087", + "pull_request:33237|pull_request:67480", + "pull_request:65968|pull_request:66613", + "pull_request:67137|pull_request:67733", + "pull_request:67692|pull_request:68430", + "pull_request:62689|pull_request:67665", + "pull_request:64322|pull_request:67790", + "pull_request:66005|pull_request:67665", + "pull_request:65003|pull_request:65979", + "pull_request:67665|pull_request:68034", + "pull_request:66413|pull_request:68384", + "pull_request:66949|pull_request:68114", + "pull_request:67586|pull_request:68089", + "pull_request:65800|pull_request:67208", + "pull_request:54032|pull_request:67480", + "pull_request:64546|pull_request:65655", + "pull_request:68020|pull_request:68681", + "pull_request:67665|pull_request:68063", + "pull_request:65003|pull_request:66063", + "pull_request:65800|pull_request:67063", + "pull_request:66407|pull_request:66613", + "pull_request:67208|pull_request:68121", + "pull_request:66149|pull_request:67584", + "pull_request:67231|pull_request:67480", + "pull_request:67063|pull_request:67208", + "pull_request:68089|pull_request:68114", + "pull_request:67365|pull_request:68089" + ], + "prepared_review_unit_hash": "f73d9d3e9eafb484acce4e0f3c420561a484b7b89e1251149859c0cec4257a18", + "component_budget": { + "node_count": 528, + "item_count": 528, + "soft_pair_count": 1438, + "serialized_chars": 1672259, + "estimated_input_tokens": 418065, + "estimated_eval_tokens": 836386 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 36, + "serialized_chars": 110004, + "estimated_input_tokens": 27501, + "estimated_eval_tokens": 55258 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This cluster is heterogeneous overall, but it contains several real duplicate subclusters: Discord ACP thread-binding prefix normalization, cron persisted-state repair, memory-wiki vault.path templating, media MIME sanitization, and memory-core dreaming cleanup warnings. Most other same-subsystem pairs are related but not the same concrete fix.", + "confidence": 0.84, + "canonical_issue_reason": null, + "canonical_pr_reason": "No single canonical PR fits the whole cluster because the items split into multiple unrelated fixes; the cluster should be triaged as several smaller duplicate groups instead.", + "best_issue_reason": null, + "best_pr_reason": "PR 67665 is the strongest representative of one coherent duplicate subcluster: it is a direct, self-contained fix for Discord prefixed conversation-id normalization and sits at the center of multiple near-duplicate thread-binding PRs.", + "soft_edge_verdicts": [ + { + "left": "pull_request:68114", + "right": "pull_request:68318", + "accept": false, + "reason": "Same area, but different bugs: HTTP/1.1 enforcement vs cross-realm FormData handling. Not mergeable into one concrete fix." + }, + { + "left": "pull_request:66613", + "right": "pull_request:67586", + "accept": false, + "reason": "Both touch gateway attachments/secrets paths, but they fix unrelated failures: attachment parse errors vs AbortController registration for agent RPC." + }, + { + "left": "pull_request:68225", + "right": "pull_request:68456", + "accept": true, + "reason": "Same sanitizeMimeType bug: anchor the regex and reject malformed trailing garbage in the same function." + }, + { + "left": "pull_request:66407", + "right": "pull_request:68089", + "accept": false, + "reason": "Different Mattermost issues: ACP text-command bypass vs duplicate slash-state module initialization." + }, + { + "left": "pull_request:64446", + "right": "pull_request:67867", + "accept": true, + "reason": "Both fix the same Discord ACP thread-binding conversation-id normalization path for child bindings." + }, + { + "left": "pull_request:64384", + "right": "pull_request:66764", + "accept": true, + "reason": "Same auto-reply compaction bug: preflight should re-fire based on fresh-token threshold, not short-circuit once totals are fresh." + }, + { + "left": "pull_request:63783", + "right": "pull_request:67634", + "accept": true, + "reason": "Same text-only image-attachment bug: preserve attachments for imageModel-based handling instead of dropping them." + }, + { + "left": "pull_request:67665", + "right": "pull_request:67867", + "accept": true, + "reason": "Same Discord prefixed conversation-id normalization bug in resolveChannelIdForBinding / ACP thread binding." + }, + { + "left": "pull_request:66005", + "right": "pull_request:67867", + "accept": true, + "reason": "Same Discord ACP thread-binding resolution path; the fallback channelId logic and prefix stripping are parts of one fix." + }, + { + "left": "pull_request:68020", + "right": "pull_request:68087", + "accept": true, + "reason": "Same dreaming-cleanup scope warning: suppress/downgrade the expected missing operator.admin cleanup failure." + }, + { + "left": "pull_request:33237", + "right": "pull_request:67480", + "accept": false, + "reason": "Both involve skills-path handling, but one validates a sibling dir and the other prevents nested redirect; not the same concrete bug." + }, + { + "left": "pull_request:65968", + "right": "pull_request:66613", + "accept": false, + "reason": "Unrelated assistant failover vs gateway attachment behavior changes." + }, + { + "left": "pull_request:67137", + "right": "pull_request:67733", + "accept": false, + "reason": "Both guard against undefined trim input, but they hit different onboarding flows and code paths, so they are not the same fix." + }, + { + "left": "pull_request:67692", + "right": "pull_request:68430", + "accept": false, + "reason": "Different ACP/runtime problems: agent delivery media-path normalization vs probeAgent config for ACPX availability." + }, + { + "left": "pull_request:62689", + "right": "pull_request:67665", + "accept": true, + "reason": "Same Discord ACP conversation-id prefix normalization bug; both target the same underlying binding lookup failure." + }, + { + "left": "pull_request:64322", + "right": "pull_request:67790", + "accept": false, + "reason": "Both are ACP/session-related, but one fixes Discord thread session keys and the other improves session=session diagnostics when thread binding is unavailable." + }, + { + "left": "pull_request:66005", + "right": "pull_request:67665", + "accept": true, + "reason": "Same Discord thread-binding normalization issue; one adds the fallback resolution, the other strips prefixed ids before lookup." + }, + { + "left": "pull_request:65003", + "right": "pull_request:65979", + "accept": true, + "reason": "Same persisted cron job-state bug: repair or normalize missing/null state on load/startup." + }, + { + "left": "pull_request:67665", + "right": "pull_request:68034", + "accept": true, + "reason": "Same Discord thread-binding prefix-stripping bug; both fix prefixed conversation ids before binding resolution." + }, + { + "left": "pull_request:66413", + "right": "pull_request:68384", + "accept": false, + "reason": "Both touch secret exec output parsing, but one extracts the last non-empty line while the other rejects noisy stdout; different intended behavior." + }, + { + "left": "pull_request:66949", + "right": "pull_request:68114", + "accept": false, + "reason": "Unrelated transport changes: Gemini thoughtSignature round-tripping vs fetch-guard HTTP protocol selection." + }, + { + "left": "pull_request:67586", + "right": "pull_request:68089", + "accept": false, + "reason": "Different subsystems and bugs: chat.abort support for agent RPC vs Mattermost slash-state duplication." + }, + { + "left": "pull_request:65800", + "right": "pull_request:67208", + "accept": false, + "reason": "Both touch memory-wiki, but one is CLI/plugin-loading behavior and the other is gateway routing for bridge import; not the same bug." + }, + { + "left": "pull_request:54032", + "right": "pull_request:67480", + "accept": false, + "reason": "Different skills issues: Himalaya docs/argument-order cleanup vs nested skills redirect handling." + }, + { + "left": "pull_request:64546", + "right": "pull_request:65655", + "accept": false, + "reason": "Both are Mattermost security/auth fixes, but they address distinct vulnerabilities and code paths." + }, + { + "left": "pull_request:68020", + "right": "pull_request:68681", + "accept": true, + "reason": "Same cleanup-scope warning family in dreaming narrative: both suppress expected missing operator.admin failures during cleanup." + }, + { + "left": "pull_request:67665", + "right": "pull_request:68063", + "accept": false, + "reason": "Related ACP normalization theme, but 68063 is broader provider-resolved context normalization rather than the same Discord binding lookup bug." + }, + { + "left": "pull_request:65003", + "right": "pull_request:66063", + "accept": true, + "reason": "Same cron startup-state issue: legacy jobs missing state must be normalized/guarded on load." + }, + { + "left": "pull_request:65800", + "right": "pull_request:67063", + "accept": false, + "reason": "Both involve memory-wiki/plugin scope, but one is bridge CLI routing and the other is plugin selection for primary CLI scope." + }, + { + "left": "pull_request:66407", + "right": "pull_request:66613", + "accept": false, + "reason": "Distinct ACP dispatch vs attachment-parse failure handling changes." + }, + { + "left": "pull_request:67208", + "right": "pull_request:68121", + "accept": false, + "reason": "Both involve memory-related plugin state, but one is routing bridge import through gateway RPC and the other is preserving publicArtifacts across capability registrations." + }, + { + "left": "pull_request:66149", + "right": "pull_request:67584", + "accept": true, + "reason": "Same ctx-aware vault.path templating feature for memory-wiki, phrased as per-org vaults in the later PR." + }, + { + "left": "pull_request:67231", + "right": "pull_request:67480", + "accept": false, + "reason": "Unrelated skills additions: a new OKX payments skill vs a skills directory redirect fix." + }, + { + "left": "pull_request:67063", + "right": "pull_request:67208", + "accept": false, + "reason": "Different memory-wiki/plugin loading problems; they are not the same underlying change." + }, + { + "left": "pull_request:68089", + "right": "pull_request:68114", + "accept": false, + "reason": "Different Mattermost slash-state vs fetch-guard transport fix." + }, + { + "left": "pull_request:67365", + "right": "pull_request:68089", + "accept": false, + "reason": "Unrelated plugin-registry guard vs Mattermost slash-state duplication." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet and stays conservative. The accepted duplicate subclusters are supported by the cited PR titles/diffs, and the rejected pairs are appropriately described as related-but-distinct rather than overstated as the same fix." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 2, + "component_count": 124, + "review_unit_index": 3, + "review_unit_count": 46, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-18915-528", + "nodes": [ + "pull_request:53662", + "pull_request:53738", + "pull_request:61082", + "pull_request:63614", + "pull_request:63679", + "pull_request:63817", + "pull_request:64109", + "pull_request:64573", + "pull_request:64623", + "pull_request:64862", + "pull_request:65003", + "pull_request:65476", + "pull_request:65606", + "pull_request:65911", + "pull_request:65968", + "pull_request:66005", + "pull_request:66007", + "pull_request:66192", + "pull_request:66271", + "pull_request:66289", + "pull_request:66310", + "pull_request:66407", + "pull_request:66764", + "pull_request:66949", + "pull_request:67007", + "pull_request:67037", + "pull_request:67302", + "pull_request:67354", + "pull_request:67360", + "pull_request:67365", + "pull_request:67480", + "pull_request:67586", + "pull_request:67815", + "pull_request:67816", + "pull_request:67939", + "pull_request:68005", + "pull_request:68034", + "pull_request:68041", + "pull_request:68089", + "pull_request:68114", + "pull_request:68146", + "pull_request:68243", + "pull_request:68310", + "pull_request:68334", + "pull_request:68424", + "pull_request:68453", + "pull_request:68647", + "pull_request:68801" + ], + "soft_pairs": [ + "pull_request:61082|pull_request:68089", + "pull_request:65476|pull_request:68334", + "pull_request:65968|pull_request:68114", + "pull_request:53738|pull_request:68243", + "pull_request:63614|pull_request:64623", + "pull_request:53662|pull_request:65606", + "pull_request:66407|pull_request:66764", + "pull_request:53662|pull_request:68005", + "pull_request:53662|pull_request:68647", + "pull_request:65003|pull_request:66310", + "pull_request:66005|pull_request:68034", + "pull_request:66289|pull_request:67302", + "pull_request:63817|pull_request:64623", + "pull_request:65606|pull_request:66407", + "pull_request:63679|pull_request:64109", + "pull_request:64862|pull_request:66289", + "pull_request:67007|pull_request:67365", + "pull_request:53662|pull_request:67354", + "pull_request:53738|pull_request:68114", + "pull_request:64109|pull_request:64623", + "pull_request:67586|pull_request:68146", + "pull_request:66192|pull_request:66289", + "pull_request:65606|pull_request:68114", + "pull_request:53738|pull_request:66949", + "pull_request:67586|pull_request:68801", + "pull_request:67360|pull_request:67365", + "pull_request:68310|pull_request:68453", + "pull_request:67586|pull_request:68114", + "pull_request:67815|pull_request:67816", + "pull_request:67365|pull_request:67480", + "pull_request:66271|pull_request:67037", + "pull_request:53738|pull_request:65911", + "pull_request:66407|pull_request:68146", + "pull_request:66007|pull_request:68424", + "pull_request:65476|pull_request:68041", + "pull_request:64573|pull_request:67939" + ], + "prepared_review_unit_hash": "8936501484567d6304c01aa60a4a4c966e9ad7c17faf0392209fc5f9a290bb79", + "component_budget": { + "node_count": 528, + "item_count": 528, + "soft_pair_count": 1438, + "serialized_chars": 1672259, + "estimated_input_tokens": 418065, + "estimated_eval_tokens": 836386 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 36, + "serialized_chars": 105181, + "estimated_input_tokens": 26296, + "estimated_eval_tokens": 52848 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Mostly separate PRs, with a few clear duplicate chains: TUI streaming-status recovery, cron job-state null handling, QA package asset inclusion, and Discord thread-binding channel-prefix resolution. I\u2019d use PR 66289 as the main representative for the TUI bug cluster.", + "confidence": 0.77, + "canonical_issue_reason": null, + "canonical_pr_reason": "PR 66289 is the clearest representative of the TUI streaming-status bug: it targets the stuck-indefinitely symptom directly, has explicit regression coverage, and overlaps with the other TUI fixes in this set.", + "best_issue_reason": null, + "best_pr_reason": "PR 66289 is the strongest overall duplicate anchor in this cluster because it has the most direct symptom description, explicit issue linkage, and multiple overlapping soft edges to nearby TUI fixes.", + "soft_edge_verdicts": [ + { + "left": "pull_request:61082", + "right": "pull_request:68089", + "accept": false, + "reason": "Different changes: telemetry/diagnostics and replay harness vs a Mattermost slash-command state fix." + }, + { + "left": "pull_request:65476", + "right": "pull_request:68334", + "accept": false, + "reason": "Related loader/memory-state area, but different bugs: rollback-path capability restoration vs cache-hit restore/merge behavior." + }, + { + "left": "pull_request:65968", + "right": "pull_request:68114", + "accept": false, + "reason": "Different code paths and symptoms: assistant failover error surfacing vs HTTP/1.1 fetch-guard timeout behavior." + }, + { + "left": "pull_request:53738", + "right": "pull_request:68243", + "accept": false, + "reason": "Both touch media/image flow, but one is provider baseUrl override and the other is custom stream-handler registration; not the same fix." + }, + { + "left": "pull_request:63614", + "right": "pull_request:64623", + "accept": true, + "reason": "Same underlying packaging bug: QA scenario assets were missing from the npm package manifest." + }, + { + "left": "pull_request:53662", + "right": "pull_request:65606", + "accept": false, + "reason": "Completely different areas: chat bubble sizing vs QQBot session timeout recovery." + }, + { + "left": "pull_request:66407", + "right": "pull_request:66764", + "accept": false, + "reason": "Different features: ACP text-command dispatch bypass vs compaction preflight behavior." + }, + { + "left": "pull_request:53662", + "right": "pull_request:68005", + "accept": false, + "reason": "No overlap beyond being UI work; grouped chat bubble sizing is unrelated to settings headers." + }, + { + "left": "pull_request:53662", + "right": "pull_request:68647", + "accept": false, + "reason": "Unrelated UI styling vs Gateway CORS configuration." + }, + { + "left": "pull_request:65003", + "right": "pull_request:66310", + "accept": true, + "reason": "Same cron bug family: malformed/null job.state on load/start, with both PRs guarding the same invalid persisted state." + }, + { + "left": "pull_request:66005", + "right": "pull_request:68034", + "accept": true, + "reason": "Same Discord thread-binding bug: both repair channelId resolution for `channel:`-prefixed conversation IDs in the thread binding adapter." + }, + { + "left": "pull_request:66289", + "right": "pull_request:67302", + "accept": true, + "reason": "Same TUI stuck-status bug and same event-finalization path; both reset activity when all streaming runs are done." + }, + { + "left": "pull_request:63817", + "right": "pull_request:64623", + "accept": true, + "reason": "Same packaging omission for QA assets; one is a broader manifest path, the other narrows it to `qa/scenarios/`." + }, + { + "left": "pull_request:65606", + "right": "pull_request:66407", + "accept": false, + "reason": "Different subsystems: QQBot gateway recovery vs ACP command dispatch logic." + }, + { + "left": "pull_request:63679", + "right": "pull_request:64109", + "accept": false, + "reason": "Same broader QA-lab area, but one is missing scenario files and the other is install-time discovery fallback; not the same concrete bug." + }, + { + "left": "pull_request:64862", + "right": "pull_request:66289", + "accept": true, + "reason": "Same TUI streaming-status regression; both add the safety-net that resets activity when no runs remain." + }, + { + "left": "pull_request:67007", + "right": "pull_request:67365", + "accept": false, + "reason": "Unrelated onboarding/docs hardening vs plugin registry provider-id validation." + }, + { + "left": "pull_request:53662", + "right": "pull_request:67354", + "accept": false, + "reason": "Chat bubble sizing is unrelated to the Telegram session-label fix." + }, + { + "left": "pull_request:53738", + "right": "pull_request:68114", + "accept": false, + "reason": "Different media-tool issues: provider baseUrl override vs HTTP/1 transport pinning." + }, + { + "left": "pull_request:64109", + "right": "pull_request:64623", + "accept": false, + "reason": "Related QA packaging/install area, but one is import-time fallback for missing scenario pack and the other is npm manifest inclusion." + }, + { + "left": "pull_request:67586", + "right": "pull_request:68146", + "accept": false, + "reason": "Different gateway concerns: chat.abort registration for agent RPCs vs startup-gated request handling." + }, + { + "left": "pull_request:66192", + "right": "pull_request:66289", + "accept": true, + "reason": "Same late-terminal-event TUI bug; both fix the stuck streaming status after a run finishes." + }, + { + "left": "pull_request:65606", + "right": "pull_request:68114", + "accept": false, + "reason": "QQBot session recovery and fetch-guard HTTP transport are unrelated." + }, + { + "left": "pull_request:53738", + "right": "pull_request:66949", + "accept": false, + "reason": "Different media/agent features: image/pdf baseUrl override vs Gemini thoughtSignature round-tripping." + }, + { + "left": "pull_request:67586", + "right": "pull_request:68801", + "accept": false, + "reason": "Different gateway state issues: abort-controller registration vs pruning orphaned agent run-start entries." + }, + { + "left": "pull_request:67360", + "right": "pull_request:67365", + "accept": false, + "reason": "Different bugs: Telegram config-read labeling vs plugin registry provider-id guard." + }, + { + "left": "pull_request:68310", + "right": "pull_request:68453", + "accept": false, + "reason": "Both are run-completion edge cases, but one retries silent stopReason=error turns and the other preserves silent NO_REPLY payloads; not the same fix." + }, + { + "left": "pull_request:67815", + "right": "pull_request:67816", + "accept": false, + "reason": "Same WhatsApp area, but different problems: auth persistence/read barriers vs setup/heartbeat/timeout state handling." + }, + { + "left": "pull_request:66271", + "right": "pull_request:67037", + "accept": true, + "reason": "Same UI flicker/reload bug in session messaging; both avoid unnecessary chat-history reloads while a run is active." + }, + { + "left": "pull_request:53738", + "right": "pull_request:65911", + "accept": false, + "reason": "Different media handling: provider override plumbing vs saving web UI images to disk for non-vision models." + }, + { + "left": "pull_request:66407", + "right": "pull_request:68146", + "accept": false, + "reason": "Different command-path issues: ACP dispatch bypass vs startup gate waiting." + }, + { + "left": "pull_request:66007", + "right": "pull_request:68424", + "accept": false, + "reason": "Both concern secretRef/web-search compatibility, but 68424 is broader bundled-provider runtime-contract plumbing while 66007 is Exa-specific API-key support." + }, + { + "left": "pull_request:65476", + "right": "pull_request:68041", + "accept": false, + "reason": "Same loader/memory-state neighborhood, but the fixes are not the same bug: rollback-path capability restoration vs CLI plugin-loading plus snapshot-state preservation." + }, + { + "left": "pull_request:64573", + "right": "pull_request:67939", + "accept": false, + "reason": "Different browser launch concerns: DISPLAY fallback vs removing a redundant sandbox flag." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet and stays conservative overall. The accepted soft edges look mergeable as single-bugfix pairs, and the rejected edges generally separate distinct code paths or symptoms. The TUI cluster anchor choice (PR 66289) is supported by the packet, and the other duplicate chains called out in the summary are plausible from the listed diffs/titles." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 2, + "component_count": 124, + "review_unit_index": 4, + "review_unit_count": 46, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-18915-528", + "nodes": [ + "pull_request:37453", + "pull_request:40878", + "pull_request:50483", + "pull_request:53414", + "pull_request:53418", + "pull_request:53738", + "pull_request:53856", + "pull_request:54043", + "pull_request:61082", + "pull_request:62689", + "pull_request:63418", + "pull_request:63614", + "pull_request:63656", + "pull_request:63783", + "pull_request:63817", + "pull_request:65004", + "pull_request:65622", + "pull_request:65803", + "pull_request:65833", + "pull_request:65968", + "pull_request:65979", + "pull_request:65989", + "pull_request:66054", + "pull_request:66063", + "pull_request:66098", + "pull_request:66294", + "pull_request:66297", + "pull_request:66537", + "pull_request:66716", + "pull_request:67007", + "pull_request:67063", + "pull_request:67326", + "pull_request:67365", + "pull_request:67380", + "pull_request:67447", + "pull_request:67480", + "pull_request:67733", + "pull_request:68041", + "pull_request:68063", + "pull_request:68087", + "pull_request:68089", + "pull_request:68121", + "pull_request:68130", + "pull_request:68158", + "pull_request:68418", + "pull_request:68424", + "pull_request:68453", + "pull_request:68710" + ], + "soft_pairs": [ + "pull_request:68041|pull_request:68121", + "pull_request:40878|pull_request:50483", + "pull_request:67007|pull_request:67733", + "pull_request:65622|pull_request:66716", + "pull_request:62689|pull_request:68063", + "pull_request:65833|pull_request:68424", + "pull_request:63656|pull_request:68710", + "pull_request:65979|pull_request:66063", + "pull_request:65968|pull_request:67380", + "pull_request:61082|pull_request:67365", + "pull_request:63418|pull_request:66098", + "pull_request:53856|pull_request:68418", + "pull_request:53738|pull_request:63783", + "pull_request:63614|pull_request:63817", + "pull_request:54043|pull_request:65004", + "pull_request:65968|pull_request:66297", + "pull_request:65968|pull_request:68089", + "pull_request:68087|pull_request:68130", + "pull_request:66537|pull_request:68453", + "pull_request:65989|pull_request:66054", + "pull_request:61082|pull_request:67447", + "pull_request:65803|pull_request:67326", + "pull_request:53414|pull_request:53418", + "pull_request:67063|pull_request:68121", + "pull_request:66294|pull_request:68158", + "pull_request:37453|pull_request:67480" + ], + "prepared_review_unit_hash": "cc352c7f438e8e95caf6d920ca3c45fa3800d35a173c0e84792836833819abc4", + "component_budget": { + "node_count": 528, + "item_count": 528, + "soft_pair_count": 1438, + "serialized_chars": 1672259, + "estimated_input_tokens": 418065, + "estimated_eval_tokens": 836386 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 26, + "serialized_chars": 104295, + "estimated_input_tokens": 26074, + "estimated_eval_tokens": 52404 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Mostly heterogeneous cluster. The clearest duplicate subclusters are the cron missing-`job.state` fixes and the npm package QA-asset packaging fixes. The memory-core cleanup logging pair is not conservative enough here, and the other soft links are better treated as related-but-distinct rather than duplicates.", + "confidence": 0.83, + "canonical_issue_reason": null, + "canonical_pr_reason": "65989 is the best representative of the strongest duplicate subcluster: it covers the legacy cron missing-state bug across list/startup paths and is broader than the narrower startup-only variant.", + "best_issue_reason": null, + "best_pr_reason": "65989 is the most complete and representative accepted PR in the cluster, with explicit regression coverage and scope that subsumes the narrower cron-state variant.", + "soft_edge_verdicts": [ + { + "left": "pull_request:68041", + "right": "pull_request:68121", + "accept": false, + "reason": "Unrelated changes: CLI plugin scope loading vs memory capability publicArtifacts preservation." + }, + { + "left": "pull_request:40878", + "right": "pull_request:50483", + "accept": false, + "reason": "Both touch iOS chat UI, but they fix different bugs and code paths." + }, + { + "left": "pull_request:67007", + "right": "pull_request:67733", + "accept": false, + "reason": "Both harden undefined input, but in different onboarding/wizard flows with different failure modes." + }, + { + "left": "pull_request:65622", + "right": "pull_request:66716", + "accept": false, + "reason": "Related compaction work, but the evidence is not strong enough to call them the same concrete bugfix; keep this tentative." + }, + { + "left": "pull_request:62689", + "right": "pull_request:68063", + "accept": false, + "reason": "Discord ACP binding normalization and provider-resolved ACP contexts are distinct paths." + }, + { + "left": "pull_request:65833", + "right": "pull_request:68424", + "accept": false, + "reason": "Exa SecretRef target registration is not the same change as restoring web-search SecretRef compatibility across bundled providers." + }, + { + "left": "pull_request:63656", + "right": "pull_request:68710", + "accept": false, + "reason": "ACP lifecycle routing and Discord guild-guard enforcement are different problems." + }, + { + "left": "pull_request:65979", + "right": "pull_request:66063", + "accept": true, + "reason": "Same cron legacy-state bug: both guard missing `job.state` during startup/list/catch-up handling." + }, + { + "left": "pull_request:65968", + "right": "pull_request:67380", + "accept": false, + "reason": "Terminal assistant failover handling and bundled channel entry loading are unrelated." + }, + { + "left": "pull_request:61082", + "right": "pull_request:67365", + "accept": false, + "reason": "Telemetry/diagnostics gap-filling is unrelated to onboarding provider-id guarding." + }, + { + "left": "pull_request:63418", + "right": "pull_request:66098", + "accept": false, + "reason": "Both mention defaults, but they address different chat-default resolution issues." + }, + { + "left": "pull_request:53856", + "right": "pull_request:68418", + "accept": false, + "reason": "OpenAI WS reasoning mapping and completions-stream typed-block parsing are different transports/code paths." + }, + { + "left": "pull_request:53738", + "right": "pull_request:63783", + "accept": false, + "reason": "Media-tool baseUrl override and preserving inbound image attachments solve different issues." + }, + { + "left": "pull_request:63614", + "right": "pull_request:63817", + "accept": true, + "reason": "Exact same npm packaging change: include QA scenario assets in the published package." + }, + { + "left": "pull_request:54043", + "right": "pull_request:65004", + "accept": false, + "reason": "Both involve `NO_REPLY`, but they fix different delivery paths and symptoms." + }, + { + "left": "pull_request:65968", + "right": "pull_request:66297", + "accept": false, + "reason": "Assistant failover errors and gateway WS handshake retries are unrelated." + }, + { + "left": "pull_request:65968", + "right": "pull_request:68089", + "accept": false, + "reason": "Assistant failover error handling and Mattermost slash-state duplication are unrelated." + }, + { + "left": "pull_request:68087", + "right": "pull_request:68130", + "accept": false, + "reason": "Too broad to merge as the same bug: 68130 also touches unrelated auth/model files, so it is not just the memory-core cleanup log-level change." + }, + { + "left": "pull_request:66537", + "right": "pull_request:68453", + "accept": false, + "reason": "Both touch empty-final-turn handling, but one surfaces an abort error while the other preserves silent `NO_REPLY`." + }, + { + "left": "pull_request:65989", + "right": "pull_request:66054", + "accept": true, + "reason": "Same cron missing-state bug; 65989 is the broader fix and 66054 is a narrower startup-only guard." + }, + { + "left": "pull_request:61082", + "right": "pull_request:67447", + "accept": false, + "reason": "Turn telemetry/diagnostics work is unrelated to default continuation-skip context injection." + }, + { + "left": "pull_request:65803", + "right": "pull_request:67326", + "accept": false, + "reason": "Media-understanding auth/runtime-header handling is unrelated to image attachment preservation." + }, + { + "left": "pull_request:53414", + "right": "pull_request:53418", + "accept": false, + "reason": "Different config-snapshot redaction targets: Feishu encryptKey vs browser CDP URLs." + }, + { + "left": "pull_request:67063", + "right": "pull_request:68121", + "accept": false, + "reason": "Primary CLI memory-slot plugin loading is unrelated to memory plugin publicArtifacts merging." + }, + { + "left": "pull_request:66294", + "right": "pull_request:68158", + "accept": false, + "reason": "iOS keyboard layout handling and chat follow-scroll state are related UI areas but not the same bug." + }, + { + "left": "pull_request:37453", + "right": "pull_request:67480", + "accept": false, + "reason": "Docs link wording and nested skills redirect behavior are unrelated." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "The cluster summary is broadly grounded, but at least one soft-edge acceptance is too strong for the packet. In particular, 68130 is not just the memory-core cleanup log-level change; it also touches unrelated auth/model files, so calling it the same single bugfix as 68087 is not conservative. The compaction pair 65622/66716 is also somewhat stronger than the evidence shown. The safer read is: mostly heterogeneous, with clear cron and npm package duplicate subclusters, and the other pairings left as tentative rather than accepted." + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 2, + "component_count": 124, + "review_unit_index": 5, + "review_unit_count": 46, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-18915-528", + "nodes": [ + "pull_request:33464", + "pull_request:53414", + "pull_request:53418", + "pull_request:61082", + "pull_request:62689", + "pull_request:63338", + "pull_request:63656", + "pull_request:64120", + "pull_request:64384", + "pull_request:64546", + "pull_request:65006", + "pull_request:65606", + "pull_request:65622", + "pull_request:65638", + "pull_request:65639", + "pull_request:65655", + "pull_request:65731", + "pull_request:65800", + "pull_request:65911", + "pull_request:65968", + "pull_request:65979", + "pull_request:65980", + "pull_request:66005", + "pull_request:66156", + "pull_request:66297", + "pull_request:66310", + "pull_request:66337", + "pull_request:66594", + "pull_request:66727", + "pull_request:66764", + "pull_request:66882", + "pull_request:66918", + "pull_request:66949", + "pull_request:67036", + "pull_request:67360", + "pull_request:67365", + "pull_request:67380", + "pull_request:67447", + "pull_request:67586", + "pull_request:67733", + "pull_request:67790", + "pull_request:67816", + "pull_request:67818", + "pull_request:67982", + "pull_request:68121", + "pull_request:68334", + "pull_request:68335", + "pull_request:68801" + ], + "soft_pairs": [ + "pull_request:65979|pull_request:66310", + "pull_request:53418|pull_request:65639", + "pull_request:65606|pull_request:66297", + "pull_request:61082|pull_request:66764", + "pull_request:65968|pull_request:66949", + "pull_request:68334|pull_request:68335", + "pull_request:53418|pull_request:65655", + "pull_request:65639|pull_request:65655", + "pull_request:65800|pull_request:68121", + "pull_request:67360|pull_request:67733", + "pull_request:67816|pull_request:67818", + "pull_request:66337|pull_request:66594", + "pull_request:65006|pull_request:67447", + "pull_request:63338|pull_request:63656", + "pull_request:66949|pull_request:68801", + "pull_request:66727|pull_request:66882", + "pull_request:65731|pull_request:65980", + "pull_request:61082|pull_request:67380", + "pull_request:62689|pull_request:66005", + "pull_request:66156|pull_request:67036", + "pull_request:67586|pull_request:67790", + "pull_request:67365|pull_request:67790", + "pull_request:64384|pull_request:65622", + "pull_request:33464|pull_request:64120", + "pull_request:65911|pull_request:67365", + "pull_request:65638|pull_request:66949", + "pull_request:53414|pull_request:64546", + "pull_request:66918|pull_request:67982" + ], + "prepared_review_unit_hash": "5970e9ce351a0e7dac4fd3e95b7641b0165915f6e36bfbbbf82042be188fa0d9", + "component_budget": { + "node_count": 528, + "item_count": 528, + "soft_pair_count": 1438, + "serialized_chars": 1672259, + "estimated_input_tokens": 418065, + "estimated_eval_tokens": 836386 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 28, + "serialized_chars": 109943, + "estimated_input_tokens": 27486, + "estimated_eval_tokens": 55228 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This set is mostly heterogeneous, not one tight duplicate cluster. The only convincing duplicate/near-duplicate subpairs are around cron missing job state, Slack mention handling, Discord ACP channel-prefix resolution, and preflight compaction freshness; the rest are adjacent-but-distinct fixes.", + "confidence": 0.87, + "canonical_issue_reason": null, + "canonical_pr_reason": "No single canonical PR spans the whole set; it splits into several unrelated subclusters (cron state, Slack mentions, Discord ACP, compaction).", + "best_issue_reason": null, + "best_pr_reason": "pull_request:65622 is the clearest representative of the strongest duplicate pair: it targets the same preflight-compaction freshness regression as 64384 and is a focused, issue-linked fix.", + "soft_edge_verdicts": [ + { + "left": "pull_request:65979", + "right": "pull_request:66310", + "accept": true, + "reason": "Same underlying cron bug: both address missing/absent job.state in cron start/normalization paths." + }, + { + "left": "pull_request:53414", + "right": "pull_request:65639", + "accept": false, + "reason": "Different bugs: config redaction of Feishu/browser secrets vs browser auth scoping." + }, + { + "left": "pull_request:65606", + "right": "pull_request:66297", + "accept": false, + "reason": "Unrelated: QQBot session recovery vs gateway WS handshake retry logic." + }, + { + "left": "pull_request:61082", + "right": "pull_request:66764", + "accept": false, + "reason": "Different work: telemetry/diagnostics gap-fill vs compaction threshold regression." + }, + { + "left": "pull_request:65968", + "right": "pull_request:66949", + "accept": false, + "reason": "Different code paths: assistant failover errors vs Gemini thoughtSignature transport handling." + }, + { + "left": "pull_request:68334", + "right": "pull_request:68335", + "accept": false, + "reason": "Different changes: memory plugin state merge semantics vs memory-core CLI activation." + }, + { + "left": "pull_request:53414", + "right": "pull_request:65655", + "accept": false, + "reason": "Different subsystems and bugs: config snapshot redaction vs Mattermost callback auth hardening." + }, + { + "left": "pull_request:65639", + "right": "pull_request:65655", + "accept": false, + "reason": "Different bugs: browser auth mode scoping vs Mattermost slash callback auth." + }, + { + "left": "pull_request:65800", + "right": "pull_request:68121", + "accept": false, + "reason": "Different areas: CLI runtime plugin loading vs memory plugin publicArtifacts preservation." + }, + { + "left": "pull_request:67360", + "right": "pull_request:67733", + "accept": false, + "reason": "Different onboarding/read bugs in different modules; same general null-guard theme only." + }, + { + "left": "pull_request:67816", + "right": "pull_request:67818", + "accept": false, + "reason": "Both are WhatsApp auth/login changes, but they fix different concrete issues and code paths." + }, + { + "left": "pull_request:66337", + "right": "pull_request:66594", + "accept": false, + "reason": "Overlap on startup warmup, but 66594 also adds chat-run registration; not the same single change." + }, + { + "left": "pull_request:65731", + "right": "pull_request:65980", + "accept": true, + "reason": "Same Slack inbound-mention normalization/rendering bug in the same message-prep pipeline." + }, + { + "left": "pull_request:61082", + "right": "pull_request:67380", + "accept": false, + "reason": "Diagnostics/replay harness work vs bundled channel entry loading diagnostics; unrelated bugs." + }, + { + "left": "pull_request:62689", + "right": "pull_request:66005", + "accept": true, + "reason": "Same Discord ACP channel-prefix normalization problem, just fixed at adjacent layers (binding resolution and manager fallback)." + }, + { + "left": "pull_request:66156", + "right": "pull_request:67036", + "accept": false, + "reason": "Both concern transcript/history cleanup, but one is a system-event leak and the other is UI export filtering." + }, + { + "left": "pull_request:67586", + "right": "pull_request:67790", + "accept": false, + "reason": "Different agent/control-plane bugs: chat.abort registration vs sessions_spawn thread-binding error messaging." + }, + { + "left": "pull_request:67365", + "right": "pull_request:67790", + "accept": false, + "reason": "Different bugs: plugin registry diagnostics for missing provider IDs vs ACP spawn error wording." + }, + { + "left": "pull_request:64384", + "right": "pull_request:65622", + "accept": true, + "reason": "Same preflight-compaction freshness regression; 65622 is a follow-up/refinement of the same fix path." + }, + { + "left": "pull_request:33464", + "right": "pull_request:64120", + "accept": false, + "reason": "Both mention audio transcription, but one frames STT transcripts as untrusted content and the other adds WhatsApp preflight transcription." + }, + { + "left": "pull_request:65911", + "right": "pull_request:67365", + "accept": false, + "reason": "Different bugs: web UI image persistence vs onboarding trim crash." + }, + { + "left": "pull_request:65638", + "right": "pull_request:66949", + "accept": false, + "reason": "Unrelated: cron delivery-instruction prompt shaping vs Gemini tool-call thoughtSignature transport." + }, + { + "left": "pull_request:66727", + "right": "pull_request:66882", + "accept": false, + "reason": "Both guard undefined input, but in different utilities and flows; not the same underlying bug." + }, + { + "left": "pull_request:66918", + "right": "pull_request:67982", + "accept": false, + "reason": "Stale approval click handling vs stale approval reply text; related domain but different changes." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet and stays conservative overall. The accepted soft-edge pairs all look like plausible same-bug or follow-up fixes in the same code path, and the rejected pairs are mostly clearly distinct enough to avoid overclaiming. No clear overstatement stands out." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 2, + "component_count": 124, + "review_unit_index": 6, + "review_unit_count": 46, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-18915-528", + "nodes": [ + "pull_request:40877", + "pull_request:50483", + "pull_request:50998", + "pull_request:53418", + "pull_request:53662", + "pull_request:61082", + "pull_request:62421", + "pull_request:62895", + "pull_request:63338", + "pull_request:63793", + "pull_request:64403", + "pull_request:64650", + "pull_request:65205", + "pull_request:65398", + "pull_request:65606", + "pull_request:65609", + "pull_request:65637", + "pull_request:65736", + "pull_request:65800", + "pull_request:65803", + "pull_request:65828", + "pull_request:65911", + "pull_request:66041", + "pull_request:66110", + "pull_request:66271", + "pull_request:66275", + "pull_request:66525", + "pull_request:66715", + "pull_request:66889", + "pull_request:67037", + "pull_request:67083", + "pull_request:67156", + "pull_request:67326", + "pull_request:67533", + "pull_request:67604", + "pull_request:67623", + "pull_request:67748", + "pull_request:68110", + "pull_request:68136", + "pull_request:68325", + "pull_request:68339", + "pull_request:68424", + "pull_request:68463", + "pull_request:68518", + "pull_request:68523", + "pull_request:68801", + "pull_request:68803" + ], + "soft_pairs": [ + "pull_request:64650|pull_request:66041", + "pull_request:40877|pull_request:50998", + "pull_request:65609|pull_request:65800", + "pull_request:68801|pull_request:68803", + "pull_request:62895|pull_request:68110", + "pull_request:65803|pull_request:66275", + "pull_request:66715|pull_request:68463", + "pull_request:65828|pull_request:68424", + "pull_request:53662|pull_request:65911", + "pull_request:65736|pull_request:67623", + "pull_request:64403|pull_request:65800", + "pull_request:65606|pull_request:68801", + "pull_request:62421|pull_request:68518", + "pull_request:50483|pull_request:67037", + "pull_request:67326|pull_request:68339", + "pull_request:61082|pull_request:65606", + "pull_request:63793|pull_request:67748", + "pull_request:66110|pull_request:68136", + "pull_request:66889|pull_request:67083", + "pull_request:63338|pull_request:63793", + "pull_request:64650|pull_request:65398", + "pull_request:65205|pull_request:67156", + "pull_request:68325|pull_request:68523", + "pull_request:66271|pull_request:67533", + "pull_request:53418|pull_request:65637", + "pull_request:66525|pull_request:67604" + ], + "prepared_review_unit_hash": "7fba97d7fecc273ea8f40795dff2e19386195eee1cbaddb09931502e3a5066d6", + "component_budget": { + "node_count": 528, + "item_count": 528, + "soft_pair_count": 1438, + "serialized_chars": 1672259, + "estimated_input_tokens": 418065, + "estimated_eval_tokens": 836386 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 26, + "serialized_chars": 104572, + "estimated_input_tokens": 26143, + "estimated_eval_tokens": 52542 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Mostly unrelated fix PRs across different subsystems. Only the Telegram polling HTTP/2 transport pair looks like the same underlying bug/change; the rest should stay separate.", + "confidence": 0.92, + "canonical_issue_reason": null, + "canonical_pr_reason": "PR 66889 is the best canonical PR here: it is issue-linked and describes the broader Telegram polling transport fix, while 67083 reads like a narrower implementation follow-up to the same dispatcher bug.", + "best_issue_reason": null, + "best_pr_reason": "PR 66889 is the strongest representative because it names the user-visible Telegram polling stall and covers the full transport change.", + "soft_edge_verdicts": [ + { + "left": "pull_request:64650", + "right": "pull_request:66041", + "accept": false, + "reason": "Both are Telegram fixes, but one is about channel/topic prompt inheritance and the other about ack-reaction scope; different behavior and code paths." + }, + { + "left": "pull_request:40877", + "right": "pull_request:50998", + "accept": false, + "reason": "Both involve iOS permissions, but one fixes main-thread warnings and the other restores permission prompts; not the same underlying issue." + }, + { + "left": "pull_request:65609", + "right": "pull_request:65800", + "accept": false, + "reason": "One is a CI regression unblocker, the other loads runtime plugins for wiki commands; unrelated changes." + }, + { + "left": "pull_request:68801", + "right": "pull_request:68803", + "accept": false, + "reason": "Session-cache pruning and the .planning scaffold are unrelated; no shared bug or change." + }, + { + "left": "pull_request:62895", + "right": "pull_request:68110", + "accept": false, + "reason": "Both touch memory-search/status plumbing, but they fix different problems: deep status config context vs doctor/provider lookup false positives." + }, + { + "left": "pull_request:65803", + "right": "pull_request:66275", + "accept": false, + "reason": "Media-understanding auth markers and custom-provider model catalog updates are different features." + }, + { + "left": "pull_request:66715", + "right": "pull_request:68463", + "accept": false, + "reason": "Different provider onboarding/catalog work; same broad area, but not the same fix." + }, + { + "left": "pull_request:65828", + "right": "pull_request:68424", + "accept": false, + "reason": "Both are web-search/provider compatibility work, but one is Minimax API-key detection and the other is SecretRef runtime compatibility for bundled providers." + }, + { + "left": "pull_request:53662", + "right": "pull_request:65911", + "accept": false, + "reason": "Chat bubble sizing and saving images to disk solve different UI/storage issues." + }, + { + "left": "pull_request:65736", + "right": "pull_request:67623", + "accept": false, + "reason": "Exec-approvals path resolution and sandbox backend registry scope are unrelated global-state fixes." + }, + { + "left": "pull_request:64403", + "right": "pull_request:65800", + "accept": false, + "reason": "CLI metadata command loading and wiki-command plugin loading are different subsystems and bugs." + }, + { + "left": "pull_request:65606", + "right": "pull_request:68801", + "accept": false, + "reason": "QQBot session timeout recovery and agentRunStarts pruning are separate gateway lifecycle fixes." + }, + { + "left": "pull_request:62421", + "right": "pull_request:68518", + "accept": false, + "reason": "Both filter transcript noise, but they target different message types and different code paths; not one duplicate change." + }, + { + "left": "pull_request:50483", + "right": "pull_request:67037", + "accept": false, + "reason": "Chat streaming/layout stabilization and skipping session.message reloads during active chat are related only loosely, not the same fix." + }, + { + "left": "pull_request:67326", + "right": "pull_request:68339", + "accept": false, + "reason": "Image-runtime headers and NVIDIA NIM onboarding are unrelated." + }, + { + "left": "pull_request:61082", + "right": "pull_request:65606", + "accept": false, + "reason": "Turn telemetry/replay harness work and QQBot session recovery are unrelated." + }, + { + "left": "pull_request:63793", + "right": "pull_request:67748", + "accept": false, + "reason": "ACP dead-spawn recovery and browser CDP reconnect backoff are separate resilience fixes in different systems." + }, + { + "left": "pull_request:66110", + "right": "pull_request:68136", + "accept": false, + "reason": "Root log-file overrides and sink-level redaction are different logging concerns." + }, + { + "left": "pull_request:66889", + "right": "pull_request:67083", + "accept": true, + "reason": "Same Telegram polling transport bug: both switch the polling path to HTTP/1.1 / allowH2:false to stop stalls and timeouts, and they could plausibly be merged into one PR." + }, + { + "left": "pull_request:63338", + "right": "pull_request:63793", + "accept": false, + "reason": "Feishu account-level TTS overrides and ACP disconnect handling are unrelated." + }, + { + "left": "pull_request:64650", + "right": "pull_request:65398", + "accept": false, + "reason": "Telegram topic prompts and Feishu groupPolicy registration are completely different channel fixes." + }, + { + "left": "pull_request:65205", + "right": "pull_request:67156", + "accept": false, + "reason": "Discord Activities support and Canvas skill frontmatter are unrelated changes." + }, + { + "left": "pull_request:68325", + "right": "pull_request:68523", + "accept": false, + "reason": "Telegram inbound filtering and Slack HTTP registry persistence address different bugs in different integrations." + }, + { + "left": "pull_request:66271", + "right": "pull_request:67533", + "accept": false, + "reason": "Avoiding chat flicker on reload and rendering uploaded images after history reload are different UI issues." + }, + { + "left": "pull_request:53418", + "right": "pull_request:65637", + "accept": false, + "reason": "Config snapshot redaction and /config show redaction are related, but they fix different surfaces and code paths." + }, + { + "left": "pull_request:66525", + "right": "pull_request:67604", + "accept": false, + "reason": "OpenCode plugin integration and cron parent-session reclamation are unrelated." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet and stays conservative. The Telegram polling pair is plausibly the same bugfix and mergeable into one PR, while the other soft-edge rejections are cautious and supported by the cited filenames/titles." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 2, + "component_count": 124, + "review_unit_index": 7, + "review_unit_count": 46, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-18915-528", + "nodes": [ + "pull_request:53414", + "pull_request:53418", + "pull_request:53478", + "pull_request:53528", + "pull_request:53904", + "pull_request:62689", + "pull_request:63338", + "pull_request:63783", + "pull_request:63793", + "pull_request:64446", + "pull_request:64650", + "pull_request:65169", + "pull_request:65266", + "pull_request:65476", + "pull_request:65637", + "pull_request:65655", + "pull_request:66041", + "pull_request:66214", + "pull_request:66297", + "pull_request:66329", + "pull_request:66331", + "pull_request:66537", + "pull_request:66568", + "pull_request:67007", + "pull_request:67063", + "pull_request:67365", + "pull_request:67451", + "pull_request:67480", + "pull_request:67604", + "pull_request:67706", + "pull_request:67713", + "pull_request:67733", + "pull_request:67842", + "pull_request:67982", + "pull_request:68060", + "pull_request:68087", + "pull_request:68114", + "pull_request:68121", + "pull_request:68235", + "pull_request:68325", + "pull_request:68444", + "pull_request:68560", + "pull_request:68566", + "pull_request:68681", + "pull_request:68693", + "pull_request:68807", + "pull_request:68844" + ], + "soft_pairs": [ + "pull_request:62689|pull_request:64446", + "pull_request:67007|pull_request:68693", + "pull_request:67604|pull_request:68560", + "pull_request:65476|pull_request:68121", + "pull_request:53904|pull_request:66297", + "pull_request:67007|pull_request:68325", + "pull_request:65266|pull_request:67007", + "pull_request:66041|pull_request:68444", + "pull_request:68087|pull_request:68681", + "pull_request:67007|pull_request:67842", + "pull_request:67007|pull_request:67451", + "pull_request:67063|pull_request:68060", + "pull_request:66297|pull_request:67365", + "pull_request:67982|pull_request:68807", + "pull_request:67604|pull_request:68693", + "pull_request:53414|pull_request:65169", + "pull_request:66537|pull_request:68566", + "pull_request:67480|pull_request:67733", + "pull_request:64650|pull_request:66329", + "pull_request:66568|pull_request:68844", + "pull_request:65637|pull_request:65655", + "pull_request:63338|pull_request:66331", + "pull_request:67706|pull_request:67713", + "pull_request:53418|pull_request:65169", + "pull_request:67604|pull_request:68235", + "pull_request:63793|pull_request:67007", + "pull_request:53478|pull_request:66214", + "pull_request:67604|pull_request:67842", + "pull_request:53528|pull_request:66297", + "pull_request:63783|pull_request:68114" + ], + "prepared_review_unit_hash": "cbe4b15f02a680f3fb2bf933b17eb725ad2f1fbd437060fe353c8d696f9fb560", + "component_budget": { + "node_count": 528, + "item_count": 528, + "soft_pair_count": 1438, + "serialized_chars": 1672259, + "estimated_input_tokens": 418065, + "estimated_eval_tokens": 836386 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 30, + "serialized_chars": 106476, + "estimated_input_tokens": 26619, + "estimated_eval_tokens": 53494 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Mostly heterogeneous set of PRs with only one credible duplicate pair: the two memory-core dreaming cleanup scope-warning fixes. The rest are topical similarities only, not the same underlying change.", + "confidence": 0.95, + "canonical_issue_reason": null, + "canonical_pr_reason": "PR 68681 is the clearest representative of the shared dreaming-cleanup warning bug and appears to subsume the narrower 68087 change.", + "best_issue_reason": null, + "best_pr_reason": "PR 68681 is the strongest single representative here; the other items are unrelated fixes and should not be merged as duplicates.", + "soft_edge_verdicts": [ + { + "left": "pull_request:62689", + "right": "pull_request:64446", + "accept": false, + "reason": "Both are Discord thread-binding related, but one normalizes inbound conversation IDs and the other normalizes explicit parentConversationId; different code paths and not the same bug." + }, + { + "left": "pull_request:67007", + "right": "pull_request:68693", + "accept": false, + "reason": "Different concerns: onboarding/docs formatting hardening vs memory tool documentation; no shared underlying change." + }, + { + "left": "pull_request:67604", + "right": "pull_request:68560", + "accept": false, + "reason": "Cron session reaping and tool-result base64 stripping are unrelated." + }, + { + "left": "pull_request:65476", + "right": "pull_request:68121", + "accept": false, + "reason": "Both touch memory-plugin state, but one fixes plugin registry rollback capability persistence and the other preserves publicArtifacts across multiple registrations; distinct changes." + }, + { + "left": "pull_request:53904", + "right": "pull_request:66297", + "accept": false, + "reason": "Completely different systems: doctor warning suppression vs gateway WS handshake retries." + }, + { + "left": "pull_request:67007", + "right": "pull_request:68325", + "accept": false, + "reason": "Onboarding/docs hardening and Telegram inbound filtering are unrelated." + }, + { + "left": "pull_request:65266", + "right": "pull_request:67007", + "accept": false, + "reason": "A broad deployment/Telegram/UI PR versus docs/channel-meta hardening; not the same underlying issue." + }, + { + "left": "pull_request:66041", + "right": "pull_request:68444", + "accept": false, + "reason": "Telegram ack-reaction handling and Feishu mention-forwarding are different channel behaviors." + }, + { + "left": "pull_request:68087", + "right": "pull_request:68681", + "accept": true, + "reason": "Both address the same dreaming cleanup scope-warning problem around missing operator.admin; the broader PR 68681 plausibly subsumes the narrower logging tweak in 68087." + }, + { + "left": "pull_request:67007", + "right": "pull_request:67842", + "accept": false, + "reason": "Docs/link formatting hardening versus message-tool description cleanup; unrelated." + }, + { + "left": "pull_request:67007", + "right": "pull_request:67451", + "accept": false, + "reason": "Different targets: onboarding/docs formatting vs WhatsApp target normalization." + }, + { + "left": "pull_request:67063", + "right": "pull_request:68060", + "accept": false, + "reason": "Plugin CLI scope expansion and memory-lancedb smart extraction are separate features." + }, + { + "left": "pull_request:66297", + "right": "pull_request:67365", + "accept": false, + "reason": "Gateway WS handshake retries and plugin registry provider-id guarding are unrelated." + }, + { + "left": "pull_request:67982", + "right": "pull_request:68807", + "accept": false, + "reason": "Both involve approvals, but one clarifies stale approval replies while the other bridges MCP tool approval elicitations; different workflows and code paths." + }, + { + "left": "pull_request:67604", + "right": "pull_request:68693", + "accept": false, + "reason": "Cron idle-session reclamation and memory docs updates are unrelated." + }, + { + "left": "pull_request:53414", + "right": "pull_request:65169", + "accept": false, + "reason": "Config redaction for Feishu secrets and node pairing approval reachability are unrelated." + }, + { + "left": "pull_request:66537", + "right": "pull_request:68566", + "accept": false, + "reason": "Both touch embedded runner logic, but one fixes silent final-answer loss and the other changes auth-profile cooldown handling; different bugs." + }, + { + "left": "pull_request:67480", + "right": "pull_request:67733", + "accept": false, + "reason": "Skills-root redirect behavior and undefined trim guards in setup wizard are different fixes." + }, + { + "left": "pull_request:64650", + "right": "pull_request:66329", + "accept": false, + "reason": "Telegram topic prompt inheritance and Discord config skill checks are unrelated." + }, + { + "left": "pull_request:66568", + "right": "pull_request:68844", + "accept": false, + "reason": "Both adjust chunking behavior, but one adds table-safe break detection and the other changes newline paragraph packing; not the same issue." + }, + { + "left": "pull_request:65637", + "right": "pull_request:65655", + "accept": false, + "reason": "Secret redaction in /config show and Mattermost callback auth hardening are unrelated." + }, + { + "left": "pull_request:63338", + "right": "pull_request:66331", + "accept": false, + "reason": "Feishu account-level TTS overrides versus broader per-agent TTS/STT overrides; related domain, different change set." + }, + { + "left": "pull_request:67706", + "right": "pull_request:67713", + "accept": false, + "reason": "Compaction event emission during recovery and event-name renaming are adjacent but not the same concrete fix." + }, + { + "left": "pull_request:53418", + "right": "pull_request:65169", + "accept": false, + "reason": "Config snapshot redaction for browser CDP URLs and node pairing approval reachability are unrelated." + }, + { + "left": "pull_request:66568", + "right": "pull_request:68693", + "accept": false, + "reason": "Block chunker table-safe handling and memory docs are unrelated." + }, + { + "left": "pull_request:65637", + "right": "pull_request:65655", + "accept": false, + "reason": "No common underlying bug; one is config response redaction, the other is slash callback security." + }, + { + "left": "pull_request:63338", + "right": "pull_request:68681", + "accept": false, + "reason": "Feishu TTS config and dreaming cleanup warnings are unrelated." + }, + { + "left": "pull_request:67706", + "right": "pull_request:67733", + "accept": false, + "reason": "Embedded runner compaction events and setup trim guards are different code paths." + }, + { + "left": "pull_request:63783", + "right": "pull_request:68114", + "accept": false, + "reason": "Webchat attachment preservation and guarded fetch HTTP/1 behavior are unrelated." + }, + { + "left": "pull_request:68235", + "right": "pull_request:68325", + "accept": false, + "reason": "Exec approval routing and Telegram inbound filtering are unrelated." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet, and the soft-edge calls are conservative. The only true-positive pair, 68087/68681, is framed as a plausible subsumption rather than a hard claim, and the rest of the pairwise rejections are well-supported by differing scopes/code paths." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 2, + "component_count": 124, + "review_unit_index": 8, + "review_unit_count": 46, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-18915-528", + "nodes": [ + "pull_request:53418", + "pull_request:63338", + "pull_request:63521", + "pull_request:63793", + "pull_request:64124", + "pull_request:64546", + "pull_request:64650", + "pull_request:64782", + "pull_request:65006", + "pull_request:65205", + "pull_request:65398", + "pull_request:65606", + "pull_request:65736", + "pull_request:65911", + "pull_request:66156", + "pull_request:66457", + "pull_request:66568", + "pull_request:66673", + "pull_request:66709", + "pull_request:66918", + "pull_request:67036", + "pull_request:67037", + "pull_request:67326", + "pull_request:67365", + "pull_request:67443", + "pull_request:67533", + "pull_request:67586", + "pull_request:67748", + "pull_request:67783", + "pull_request:67882", + "pull_request:67892", + "pull_request:67894", + "pull_request:68005", + "pull_request:68114", + "pull_request:68244", + "pull_request:68298", + "pull_request:68331", + "pull_request:68389", + "pull_request:68456", + "pull_request:68463", + "pull_request:68518", + "pull_request:68543", + "pull_request:68560", + "pull_request:68647", + "pull_request:68710", + "pull_request:68716", + "pull_request:68801", + "pull_request:68816" + ], + "soft_pairs": [ + "pull_request:65736|pull_request:66918", + "pull_request:67326|pull_request:68560", + "pull_request:64650|pull_request:67783", + "pull_request:63793|pull_request:65205", + "pull_request:64782|pull_request:66156", + "pull_request:63521|pull_request:66568", + "pull_request:53418|pull_request:64546", + "pull_request:67037|pull_request:67533", + "pull_request:66709|pull_request:68463", + "pull_request:66673|pull_request:67882", + "pull_request:67892|pull_request:67894", + "pull_request:67586|pull_request:68647", + "pull_request:64650|pull_request:67443", + "pull_request:63338|pull_request:68331", + "pull_request:68114|pull_request:68456", + "pull_request:65006|pull_request:68801", + "pull_request:68114|pull_request:68801", + "pull_request:67365|pull_request:68647", + "pull_request:63338|pull_request:65398", + "pull_request:65736|pull_request:67748", + "pull_request:68710|pull_request:68716", + "pull_request:67892|pull_request:68389", + "pull_request:66709|pull_request:68816", + "pull_request:67036|pull_request:68518", + "pull_request:64124|pull_request:68389", + "pull_request:65736|pull_request:66457", + "pull_request:65736|pull_request:68244", + "pull_request:68114|pull_request:68543", + "pull_request:68298|pull_request:68716", + "pull_request:65911|pull_request:68647", + "pull_request:65606|pull_request:68005" + ], + "prepared_review_unit_hash": "6389642c912647bfe129cef31ab3302dd1a057fd1e0b206239cb8247550894a5", + "component_budget": { + "node_count": 528, + "item_count": 528, + "soft_pair_count": 1438, + "serialized_chars": 1672259, + "estimated_input_tokens": 418065, + "estimated_eval_tokens": 836386 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 31, + "serialized_chars": 110851, + "estimated_input_tokens": 27713, + "estimated_eval_tokens": 55682 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "The cluster is highly heterogeneous: it contains many unrelated open PRs with only superficial soft similarity. I found no true duplicate pairings worth merging.", + "confidence": 0.95, + "canonical_issue_reason": null, + "canonical_pr_reason": "No issue artifacts are present. PR 65736 is the most connected node in the soft-similarity graph, so it is the least arbitrary anchor, but it is not a true duplicate hub.", + "best_issue_reason": null, + "best_pr_reason": "PR 65736 has the highest linkage count among the candidates, making it the best representative only in a graph-theoretic sense; semantically, the cluster is not a duplicate set.", + "soft_edge_verdicts": [ + { + "left": "pull_request:65736", + "right": "pull_request:66918", + "accept": false, + "reason": "Exec-approvals state-dir handling vs stale exec approval clicks; different bug surfaces." + }, + { + "left": "pull_request:67326", + "right": "pull_request:68560", + "accept": false, + "reason": "Image header/runtime auth handling vs stripping base64 from tool results; unrelated media issues." + }, + { + "left": "pull_request:64650", + "right": "pull_request:67783", + "accept": false, + "reason": "Telegram prompt fallback vs Feishu typing-reaction targeting; different integrations and fixes." + }, + { + "left": "pull_request:63793", + "right": "pull_request:65205", + "accept": false, + "reason": "ACP dead-spawn recovery vs Discord Activities support; unrelated code paths." + }, + { + "left": "pull_request:64782", + "right": "pull_request:66156", + "accept": false, + "reason": "Chat history import vs history leak stripping; both involve history, but opposite and distinct behaviors." + }, + { + "left": "pull_request:63521", + "right": "pull_request:66568", + "accept": false, + "reason": "Unclosed [[ streaming cleanup vs table-safe chunking; different streaming bugs." + }, + { + "left": "pull_request:53418", + "right": "pull_request:64546", + "accept": false, + "reason": "Config snapshot redaction vs Mattermost HMAC/token forgeability; unrelated security fixes." + }, + { + "left": "pull_request:67037", + "right": "pull_request:67533", + "accept": false, + "reason": "Skip reloads during active chat vs render images after history reload; related UI area, different root causes." + }, + { + "left": "pull_request:66709", + "right": "pull_request:68463", + "accept": false, + "reason": "Model catalog support for different providers; not the same change." + }, + { + "left": "pull_request:66673", + "right": "pull_request:67882", + "accept": false, + "reason": "Memory-core doctor probe vs memory status reporting; different commands/features." + }, + { + "left": "pull_request:67892", + "right": "pull_request:67894", + "accept": false, + "reason": "Loader diagnostics for missing runtime deps vs doctor repair behavior for optional deps; distinct problems." + }, + { + "left": "pull_request:67586", + "right": "pull_request:68647", + "accept": false, + "reason": "Agent RPC abort wiring vs Gateway CORS config; unrelated subsystems." + }, + { + "left": "pull_request:64650", + "right": "pull_request:67443", + "accept": false, + "reason": "Feishu account-level TTS overrides vs core per-agent TTS/STT resolution; similar theme, different scope and implementation." + }, + { + "left": "pull_request:63338", + "right": "pull_request:68331", + "accept": false, + "reason": "Feishu-specific account TTS schema vs global per-agent TTS/STT overrides; not the same underlying bug/change." + }, + { + "left": "pull_request:68114", + "right": "pull_request:68456", + "accept": false, + "reason": "HTTP/1 fallback for guarded fetch vs MIME-type sanitization regex; unrelated infra/security fixes." + }, + { + "left": "pull_request:65006", + "right": "pull_request:68801", + "accept": false, + "reason": "Disable bootstrap file injection vs prune stale agent run cache; different lifecycle issues." + }, + { + "left": "pull_request:68114", + "right": "pull_request:68801", + "accept": false, + "reason": "HTTP fetch transport behavior vs cache pruning; unrelated." + }, + { + "left": "pull_request:67365", + "right": "pull_request:68647", + "accept": false, + "reason": "Plugin registry provider-id guard vs Gateway CORS; different areas and failure modes." + }, + { + "left": "pull_request:63338", + "right": "pull_request:65398", + "accept": false, + "reason": "Feishu TTS override support vs preserve groupPolicy/avoid duplicate registration; unrelated Feishu changes." + }, + { + "left": "pull_request:65736", + "right": "pull_request:67748", + "accept": false, + "reason": "Exec approvals path resolution vs CDP reconnect backoff; unrelated infrastructure fixes." + }, + { + "left": "pull_request:68710", + "right": "pull_request:68716", + "accept": false, + "reason": "Discord /new-/reset guild guards vs guild-admin requester authz; same product area, but different commands and code paths." + }, + { + "left": "pull_request:67892", + "right": "pull_request:68389", + "accept": false, + "reason": "Missing bundled runtime deps guidance vs allowlist mismatch warning; both plugin-related, but different diagnostics." + }, + { + "left": "pull_request:66709", + "right": "pull_request:68816", + "accept": false, + "reason": "opencode-go catalog support vs Moonshot Kimi K2.6 defaults; different providers and behaviors." + }, + { + "left": "pull_request:67036", + "right": "pull_request:68518", + "accept": false, + "reason": "Filtering leaked control-UI rows vs filtering system-event messages; both history sanitizers, but not the same leak." + }, + { + "left": "pull_request:64124", + "right": "pull_request:68389", + "accept": false, + "reason": "Boundary-file ENOENT/path-escape diagnostics vs plugin allowlist warning wording; distinct loader problems." + }, + { + "left": "pull_request:65736", + "right": "pull_request:66457", + "accept": false, + "reason": "Exec approvals path selection vs log rotation implementation; unrelated infra work." + }, + { + "left": "pull_request:65736", + "right": "pull_request:68244", + "accept": false, + "reason": "Exec approvals path selection vs adding file r; no relation." + }, + { + "left": "pull_request:68114", + "right": "pull_request:68543", + "accept": false, + "reason": "Guarded HTTP transport choice vs retry-after lower-bound jitter; unrelated retry behavior." + }, + { + "left": "pull_request:68298", + "right": "pull_request:68716", + "accept": false, + "reason": "Fail-closed when bot identity is unavailable vs Discord guild-admin requester authorization; different guard conditions." + }, + { + "left": "pull_request:65911", + "right": "pull_request:68647", + "accept": false, + "reason": "Persist web UI images for non-vision models vs Gateway CORS; unrelated." + }, + { + "left": "pull_request:65606", + "right": "pull_request:68005", + "accept": false, + "reason": "QQBot 4009 session recovery vs duplicate section headers in settings view; unrelated." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 2, + "component_count": 124, + "review_unit_index": 9, + "review_unit_count": 46, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-18915-528", + "nodes": [ + "pull_request:40874", + "pull_request:50998", + "pull_request:51011", + "pull_request:53414", + "pull_request:53738", + "pull_request:53865", + "pull_request:58823", + "pull_request:58992", + "pull_request:61082", + "pull_request:63633", + "pull_request:64109", + "pull_request:64124", + "pull_request:64518", + "pull_request:64546", + "pull_request:65003", + "pull_request:65169", + "pull_request:65270", + "pull_request:65376", + "pull_request:65637", + "pull_request:65828", + "pull_request:65856", + "pull_request:66023", + "pull_request:66098", + "pull_request:66277", + "pull_request:66407", + "pull_request:66764", + "pull_request:66889", + "pull_request:66976", + "pull_request:67137", + "pull_request:67268", + "pull_request:67304", + "pull_request:67326", + "pull_request:67354", + "pull_request:67365", + "pull_request:67380", + "pull_request:67447", + "pull_request:67693", + "pull_request:67815", + "pull_request:67820", + "pull_request:67882", + "pull_request:67892", + "pull_request:68063", + "pull_request:68424", + "pull_request:68543", + "pull_request:68647", + "pull_request:68681", + "pull_request:68710", + "pull_request:68837" + ], + "soft_pairs": [ + "pull_request:67354|pull_request:67380", + "pull_request:53738|pull_request:67447", + "pull_request:66764|pull_request:67447", + "pull_request:40874|pull_request:51011", + "pull_request:67137|pull_request:68837", + "pull_request:66407|pull_request:68543", + "pull_request:66098|pull_request:67268", + "pull_request:58823|pull_request:58992", + "pull_request:68063|pull_request:68710", + "pull_request:67882|pull_request:68681", + "pull_request:67365|pull_request:67380", + "pull_request:67304|pull_request:68647", + "pull_request:40874|pull_request:50998", + "pull_request:64546|pull_request:65637", + "pull_request:61082|pull_request:65270", + "pull_request:64546|pull_request:65169", + "pull_request:63633|pull_request:66889", + "pull_request:64124|pull_request:66277", + "pull_request:67815|pull_request:67820", + "pull_request:58823|pull_request:64518", + "pull_request:64109|pull_request:66277", + "pull_request:66976|pull_request:67892", + "pull_request:53414|pull_request:65637", + "pull_request:65003|pull_request:66023", + "pull_request:67137|pull_request:67693", + "pull_request:67354|pull_request:67365", + "pull_request:67326|pull_request:68424", + "pull_request:53865|pull_request:65376", + "pull_request:65828|pull_request:65856" + ], + "prepared_review_unit_hash": "3e64a38eaf5690aedce42fb0b4e3b7d5bc32c6711cef8805bb201300aa99a4db", + "component_budget": { + "node_count": 528, + "item_count": 528, + "soft_pair_count": 1438, + "serialized_chars": 1672259, + "estimated_input_tokens": 418065, + "estimated_eval_tokens": 836386 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 29, + "serialized_chars": 113604, + "estimated_input_tokens": 28401, + "estimated_eval_tokens": 57058 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This cluster is heterogeneous: most pairs are only superficially similar because they share a subsystem, test file, or broad theme, but they target different bugs/changes. I do not see a safe canonical duplicate PR here.", + "confidence": 0.95, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": null, + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "pull_request:67354", + "right": "pull_request:67380", + "accept": false, + "reason": "Different fixes: Telegram session label formatting vs bundled channel load failure logging." + }, + { + "left": "pull_request:53738", + "right": "pull_request:67447", + "accept": false, + "reason": "Media-tool baseUrl override bug is unrelated to agents default context injection." + }, + { + "left": "pull_request:66764", + "right": "pull_request:67447", + "accept": false, + "reason": "Compaction preflight threshold logic and context-injection defaults are separate behaviors." + }, + { + "left": "pull_request:40874", + "right": "pull_request:51011", + "accept": false, + "reason": "iOS UI revamp and iOS privacy/access settings are distinct changes." + }, + { + "left": "pull_request:67137", + "right": "pull_request:68837", + "accept": false, + "reason": "Optional-input trim crash and non-string agent list handling are different input-validation bugs." + }, + { + "left": "pull_request:66407", + "right": "pull_request:68543", + "accept": false, + "reason": "ACP command dispatch bypass and retry-after jitter handling are unrelated code paths." + }, + { + "left": "pull_request:66098", + "right": "pull_request:67268", + "accept": false, + "reason": "Web UI effective defaults and recovered fallback override cleanup are different model-selection issues." + }, + { + "left": "pull_request:58823", + "right": "pull_request:58992", + "accept": false, + "reason": "Subagent model priority resolution and stale isolated-session model state are separate bugs." + }, + { + "left": "pull_request:68063", + "right": "pull_request:68710", + "accept": false, + "reason": "ACP context normalization and Discord guild guard enforcement are not the same change." + }, + { + "left": "pull_request:67882", + "right": "pull_request:68681", + "accept": false, + "reason": "Memory status reporting and suppressing cleanup scope warnings address different symptoms." + }, + { + "left": "pull_request:67365", + "right": "pull_request:67380", + "accept": false, + "reason": "Plugin registry provider-id guard is unrelated to bundled channel entry loading diagnostics." + }, + { + "left": "pull_request:67304", + "right": "pull_request:68647", + "accept": false, + "reason": "jiti cache configuration and Gateway CORS support are unrelated features." + }, + { + "left": "pull_request:40874", + "right": "pull_request:50998", + "accept": false, + "reason": "Same app area, but UI redesign is not the same as restoring permission prompts." + }, + { + "left": "pull_request:64546", + "right": "pull_request:65637", + "accept": false, + "reason": "Mattermost HMAC/token forgeability and /config secret redaction are different issues." + }, + { + "left": "pull_request:61082", + "right": "pull_request:65270", + "accept": false, + "reason": "Turn telemetry/replay work and LINE sticker support do not fix the same bug." + }, + { + "left": "pull_request:64546", + "right": "pull_request:65169", + "accept": false, + "reason": "Mattermost interaction token hardening is unrelated to node pairing approval reachability." + }, + { + "left": "pull_request:63633", + "right": "pull_request:66889", + "accept": false, + "reason": "Telegram SOCKS proxy support and disabling HTTP/2 polling transport are separate transport fixes." + }, + { + "left": "pull_request:64124", + "right": "pull_request:66277", + "accept": false, + "reason": "Boundary-file ENOENT diagnostics and bundled channel load guarding are different failure modes." + }, + { + "left": "pull_request:67815", + "right": "pull_request:67820", + "accept": false, + "reason": "Both WhatsApp-auth related, but one hardens persistence/read barriers and the other preserves QR/runtime behavior." + }, + { + "left": "pull_request:53865", + "right": "pull_request:65376", + "accept": false, + "reason": "Lemonade provider addition and ATOM provider addition are distinct provider integrations." + }, + { + "left": "pull_request:53414", + "right": "pull_request:65637", + "accept": false, + "reason": "Feishu snapshot redaction and /config show redaction are separate secret-handling paths." + }, + { + "left": "pull_request:65003", + "right": "pull_request:66023", + "accept": false, + "reason": "Normalizing malformed persisted cron state and adding custom cron job IDs are not the same bug." + }, + { + "left": "pull_request:67137", + "right": "pull_request:67693", + "accept": false, + "reason": "Blank-label prompt crash and undefined-text prompt crash are different prompt edge cases." + }, + { + "left": "pull_request:67354", + "right": "pull_request:67365", + "accept": false, + "reason": "Telegram session label fix and plugin registry diagnostics guard are unrelated." + }, + { + "left": "pull_request:67326", + "right": "pull_request:68424", + "accept": false, + "reason": "Image runtime headers and web-search SecretRef compatibility target different subsystems." + }, + { + "left": "pull_request:53865", + "right": "pull_request:65376", + "accept": false, + "reason": "Both provider-related, but they introduce different providers with different runtime/setup work." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 2, + "component_count": 124, + "review_unit_index": 10, + "review_unit_count": 46, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-18915-528", + "nodes": [ + "pull_request:37453", + "pull_request:40878", + "pull_request:50998", + "pull_request:54032", + "pull_request:62895", + "pull_request:63596", + "pull_request:64322", + "pull_request:64328", + "pull_request:64403", + "pull_request:64623", + "pull_request:64718", + "pull_request:64719", + "pull_request:64782", + "pull_request:64842", + "pull_request:65006", + "pull_request:65301", + "pull_request:65637", + "pull_request:65638", + "pull_request:65639", + "pull_request:65800", + "pull_request:66098", + "pull_request:66134", + "pull_request:66149", + "pull_request:66156", + "pull_request:66192", + "pull_request:66271", + "pull_request:66277", + "pull_request:66297", + "pull_request:66342", + "pull_request:66742", + "pull_request:66824", + "pull_request:67036", + "pull_request:67037", + "pull_request:67063", + "pull_request:67354", + "pull_request:67365", + "pull_request:67380", + "pull_request:67783", + "pull_request:68005", + "pull_request:68107", + "pull_request:68130", + "pull_request:68242", + "pull_request:68266", + "pull_request:68312", + "pull_request:68424", + "pull_request:68710", + "pull_request:68813" + ], + "soft_pairs": [ + "pull_request:66824|pull_request:68710", + "pull_request:66098|pull_request:67037", + "pull_request:66742|pull_request:67783", + "pull_request:64782|pull_request:67036", + "pull_request:66134|pull_request:66149", + "pull_request:68424|pull_request:68813", + "pull_request:64782|pull_request:66271", + "pull_request:64623|pull_request:66277", + "pull_request:68130|pull_request:68312", + "pull_request:64403|pull_request:67063", + "pull_request:65006|pull_request:67380", + "pull_request:64718|pull_request:64719", + "pull_request:40878|pull_request:50998", + "pull_request:66297|pull_request:66342", + "pull_request:64842|pull_request:66192", + "pull_request:66156|pull_request:66271", + "pull_request:64328|pull_request:68266", + "pull_request:67354|pull_request:68005", + "pull_request:64322|pull_request:65638", + "pull_request:65637|pull_request:65639", + "pull_request:62895|pull_request:65800", + "pull_request:66342|pull_request:67365", + "pull_request:37453|pull_request:54032", + "pull_request:67365|pull_request:68005", + "pull_request:66098|pull_request:68107", + "pull_request:63596|pull_request:68242", + "pull_request:64322|pull_request:67380", + "pull_request:63596|pull_request:65301" + ], + "prepared_review_unit_hash": "2207cfab53325fd425008f1a77affee89142389085dc92bd6d5aa8b78d0e308b", + "component_budget": { + "node_count": 528, + "item_count": 528, + "soft_pair_count": 1438, + "serialized_chars": 1672259, + "estimated_input_tokens": 418065, + "estimated_eval_tokens": 836386 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 28, + "serialized_chars": 104444, + "estimated_input_tokens": 26111, + "estimated_eval_tokens": 52478 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This cluster is mostly heterogeneous and does not form one duplicate family. Only two soft pairs look like the same underlying bug/change: TUI stale activity after terminal events, and memory-core cleanup logging for missing-scope session deletion.", + "confidence": 0.93, + "canonical_issue_reason": null, + "canonical_pr_reason": "PR 64842 is the clearest anchor: it is a focused, issue-linked fix for the stale TUI streaming/activity state bug, and 66192 reads like a follow-up on the same code path.", + "best_issue_reason": null, + "best_pr_reason": "PR 64842 is the best representative because it is narrowly scoped, explicitly targeted to the bug, and most directly reflects the only strong duplicate-like pair in the cluster.", + "soft_edge_verdicts": [ + { + "left": "pull_request:66824", + "right": "pull_request:68710", + "accept": false, + "reason": "Different problems: command-auth seam work versus Discord guild-guard enforcement." + }, + { + "left": "pull_request:66098", + "right": "pull_request:67037", + "accept": false, + "reason": "Both touch chat UI, but one fixes defaults and the other skips reload flicker; not the same bug." + }, + { + "left": "pull_request:66742", + "right": "pull_request:67783", + "accept": false, + "reason": "Unrelated changes: hook messageId exposure versus Feishu typing-reaction targeting." + }, + { + "left": "pull_request:64782", + "right": "pull_request:67036", + "accept": false, + "reason": "Both involve chat history, but one imports Codex transcripts and the other filters leaked control-UI rows." + }, + { + "left": "pull_request:66134", + "right": "pull_request:66149", + "accept": false, + "reason": "Same plugin area, but refactoring factory registration is not the vault.path templating feature." + }, + { + "left": "pull_request:68424", + "right": "pull_request:68813", + "accept": false, + "reason": "Different config domains: web-search SecretRef compatibility versus comfy provider validation." + }, + { + "left": "pull_request:64782", + "right": "pull_request:66271", + "accept": false, + "reason": "One restores session history imports; the other prevents flicker on session reload." + }, + { + "left": "pull_request:64623", + "right": "pull_request:66277", + "accept": false, + "reason": "QA packaging manifest fix versus bundled channel-load error guarding." + }, + { + "left": "pull_request:68130", + "right": "pull_request:68312", + "accept": true, + "reason": "Same underlying memory-core cleanup bug: both change handling for missing operator.admin scope during dreaming-session deletion." + }, + { + "left": "pull_request:64403", + "right": "pull_request:67063", + "accept": false, + "reason": "Related CLI registry code, but one prefers metadata for lazy commands and the other adds a memory-slot to scope resolution." + }, + { + "left": "pull_request:65006", + "right": "pull_request:67380", + "accept": false, + "reason": "Different fixes: context-injection control versus bundled channel entry logging." + }, + { + "left": "pull_request:64718", + "right": "pull_request:64719", + "accept": false, + "reason": "Both are security-themed, but they harden different execution paths and tool policies." + }, + { + "left": "pull_request:40878", + "right": "pull_request:50998", + "accept": false, + "reason": "iOS composer picker loop and permission-prompt restoration are separate bugs." + }, + { + "left": "pull_request:66297", + "right": "pull_request:66342", + "accept": false, + "reason": "Unrelated gateway handshake retries versus Slack auth failure handling." + }, + { + "left": "pull_request:64842", + "right": "pull_request:66192", + "accept": true, + "reason": "Same TUI state bug family: both reset stuck streaming/activity state after terminal chat events in the same handler path." + }, + { + "left": "pull_request:66156", + "right": "pull_request:66271", + "accept": false, + "reason": "History-leak sanitization and chat flicker avoidance are different session-handling bugs." + }, + { + "left": "pull_request:64328", + "right": "pull_request:68266", + "accept": false, + "reason": "Different media fixes for different channels: QQbot audio media typing versus Telegram video dimensions." + }, + { + "left": "pull_request:67354", + "right": "pull_request:68005", + "accept": false, + "reason": "Telegram session-label formatting and settings-header rendering are unrelated UI changes." + }, + { + "left": "pull_request:64322", + "right": "pull_request:65638", + "accept": false, + "reason": "Distinct domains: Discord ACP session-key assignment versus cron delivery-instruction prompting." + }, + { + "left": "pull_request:65637", + "right": "pull_request:65639", + "accept": false, + "reason": "Config redaction for /config show and browser auth scoping are separate concerns." + }, + { + "left": "pull_request:62895", + "right": "pull_request:65800", + "accept": false, + "reason": "Memory-search status context preservation and wiki CLI plugin loading are different plugin-scope fixes." + }, + { + "left": "pull_request:66342", + "right": "pull_request:67365", + "accept": false, + "reason": "Slack provider crash handling and plugin-registry provider-id guarding do not address the same failure." + }, + { + "left": "pull_request:37453", + "right": "pull_request:54032", + "accept": false, + "reason": "Documentation-only Feishu link fix versus himalaya command-usage corrections." + }, + { + "left": "pull_request:67365", + "right": "pull_request:68005", + "accept": false, + "reason": "Provider-id guarding and settings header duplication are unrelated." + }, + { + "left": "pull_request:66098", + "right": "pull_request:68107", + "accept": false, + "reason": "Web chat default resolution and Feishu reasoning-display behavior are different bugs." + }, + { + "left": "pull_request:63596", + "right": "pull_request:68242", + "accept": false, + "reason": "Outbound message semantics canonicalization versus WhatsApp delivery-error logging are separate changes." + }, + { + "left": "pull_request:64322", + "right": "pull_request:67380", + "accept": false, + "reason": "Discord thread session keys and bundled-channel load logging are unrelated." + }, + { + "left": "pull_request:63596", + "right": "pull_request:65301", + "accept": false, + "reason": "Outbound send semantics and poll-intent detection are adjacent but distinct logic paths." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet and stays conservative: most pairs are clearly unrelated, and the two accepted pairs both look like the same bugfix family with mergeable changes. No overclaim stands out from the evidence provided." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 2, + "component_count": 124, + "review_unit_index": 11, + "review_unit_count": 46, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-18915-528", + "nodes": [ + "pull_request:40877", + "pull_request:40878", + "pull_request:51011", + "pull_request:53528", + "pull_request:53904", + "pull_request:62431", + "pull_request:62894", + "pull_request:63407", + "pull_request:63596", + "pull_request:64782", + "pull_request:64862", + "pull_request:65169", + "pull_request:65270", + "pull_request:65295", + "pull_request:65398", + "pull_request:65637", + "pull_request:65638", + "pull_request:65655", + "pull_request:65911", + "pull_request:65969", + "pull_request:66023", + "pull_request:66081", + "pull_request:66275", + "pull_request:66305", + "pull_request:66342", + "pull_request:66537", + "pull_request:66824", + "pull_request:67037", + "pull_request:67231", + "pull_request:67290", + "pull_request:67302", + "pull_request:67354", + "pull_request:67380", + "pull_request:67447", + "pull_request:67533", + "pull_request:67677", + "pull_request:67733", + "pull_request:67783", + "pull_request:67815", + "pull_request:67892", + "pull_request:67916", + "pull_request:68005", + "pull_request:68106", + "pull_request:68298", + "pull_request:68313", + "pull_request:68389", + "pull_request:68444", + "pull_request:68456" + ], + "soft_pairs": [ + "pull_request:66275|pull_request:66305", + "pull_request:67231|pull_request:67380", + "pull_request:67447|pull_request:68456", + "pull_request:65270|pull_request:67733", + "pull_request:62894|pull_request:68389", + "pull_request:67354|pull_request:67783", + "pull_request:63596|pull_request:65295", + "pull_request:65270|pull_request:67231", + "pull_request:65638|pull_request:66342", + "pull_request:40877|pull_request:40878", + "pull_request:68106|pull_request:68313", + "pull_request:65969|pull_request:67892", + "pull_request:67533|pull_request:67916", + "pull_request:64782|pull_request:67037", + "pull_request:63596|pull_request:66537", + "pull_request:53528|pull_request:67354", + "pull_request:65169|pull_request:65655", + "pull_request:62431|pull_request:63407", + "pull_request:40877|pull_request:51011", + "pull_request:67290|pull_request:68005", + "pull_request:64782|pull_request:66081", + "pull_request:65398|pull_request:68444", + "pull_request:65270|pull_request:65911", + "pull_request:68298|pull_request:68444", + "pull_request:53904|pull_request:66342", + "pull_request:66023|pull_request:67677", + "pull_request:66824|pull_request:67815", + "pull_request:67380|pull_request:68456", + "pull_request:64862|pull_request:67302", + "pull_request:65169|pull_request:65637", + "pull_request:65638|pull_request:67380" + ], + "prepared_review_unit_hash": "9e75a7a35d59d4a39970a0c0204da06c7618fd9151cec7b2fccb21a4f1c6df52", + "component_budget": { + "node_count": 528, + "item_count": 528, + "soft_pair_count": 1438, + "serialized_chars": 1672259, + "estimated_input_tokens": 418065, + "estimated_eval_tokens": 836386 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 31, + "serialized_chars": 111395, + "estimated_input_tokens": 27849, + "estimated_eval_tokens": 55954 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Mostly a mixed bag of unrelated one-off fixes. I only see two genuine duplicate-like pairs: the TUI run-status reset bug and the Lobster workflow file-not-found bug; the rest are broad subsystem overlaps or clearly different changes.", + "confidence": 0.94, + "canonical_issue_reason": null, + "canonical_pr_reason": "PR 67302 is the clearest representative of the TUI status-reset bug: it directly fixes the stale streaming/idle state caused by event ordering, and its scope is broader and more explicit than the earlier variant.", + "best_issue_reason": null, + "best_pr_reason": "PR 67302 is the strongest overall canonical PR candidate in this cluster because it most clearly captures a concrete, self-contained bug fix with a precise behavioral goal and an explicit issue target.", + "soft_edge_verdicts": [ + { + "left": "pull_request:66275", + "right": "pull_request:66305", + "accept": false, + "reason": "Same files, but different model-catalog problems: one adds custom-provider models, the other adds a short-lived cache for empty loads." + }, + { + "left": "pull_request:67231", + "right": "pull_request:67380", + "accept": false, + "reason": "Both are doc/feature-adjacent, but they fix unrelated areas: an OKX payments skill vs bundled-plugin loading diagnostics." + }, + { + "left": "pull_request:67447", + "right": "pull_request:68456", + "accept": false, + "reason": "Completely different bugs and code paths: default context injection behavior vs MIME-type sanitization." + }, + { + "left": "pull_request:65270", + "right": "pull_request:67733", + "accept": false, + "reason": "Same broad area only; one adds LINE sticker support, the other guards undefined trim input in setup forms." + }, + { + "left": "pull_request:62894", + "right": "pull_request:68389", + "accept": false, + "reason": "Both touch Slack policy/allowlist logic, but one is case-insensitive channel ID matching and the other is a new allowlist warning message." + }, + { + "left": "pull_request:67354", + "right": "pull_request:67783", + "accept": false, + "reason": "Different Feishu issues: session label formatting vs typing-reaction targeting." + }, + { + "left": "pull_request:63596", + "right": "pull_request:65295", + "accept": false, + "reason": "Both are outbound-message related, but they address different concrete bugs in send semantics and poll-metadata classification." + }, + { + "left": "pull_request:65638", + "right": "pull_request:66342", + "accept": false, + "reason": "Unrelated cron prompt wording vs Slack provider crash handling." + }, + { + "left": "pull_request:40877", + "right": "pull_request:40878", + "accept": false, + "reason": "Same iOS area, but the fixes are unrelated: main-thread warnings for location/speech objects vs picker/adaptive-log issues." + }, + { + "left": "pull_request:68106", + "right": "pull_request:68313", + "accept": true, + "reason": "These appear to fix the same Lobster runner bug: workflow-like pipeline paths should surface ENOENT/file-not-found instead of falling back to parsing, and both touch the same runner code/tests." + }, + { + "left": "pull_request:65969", + "right": "pull_request:67892", + "accept": false, + "reason": "QR runtime replacement vs missing bundled runtime dependency diagnostics; different changes despite both involving loading." + }, + { + "left": "pull_request:67533", + "right": "pull_request:67916", + "accept": false, + "reason": "Both mention chat/image rendering, but one reloads uploaded images after history reload and the other avoids blocking attachments before bootstrap roots load." + }, + { + "left": "pull_request:64782", + "right": "pull_request:67037", + "accept": false, + "reason": "Related to chat history timing, but they fix different behaviors: restoring Codex transcript imports vs skipping reloads during active chat." + }, + { + "left": "pull_request:63596", + "right": "pull_request:66537", + "accept": false, + "reason": "Different outbound/gateway issues: canonicalizing message send semantics vs surfacing silent final-answer loss in embedded Pi runs." + }, + { + "left": "pull_request:53528", + "right": "pull_request:67354", + "accept": false, + "reason": "Cron store watching and Telegram session-label formatting are unrelated changes." + }, + { + "left": "pull_request:65169", + "right": "pull_request:65655", + "accept": false, + "reason": "Different gateway domains and bugs: node pairing reachability vs Mattermost slash callback auth hardening." + }, + { + "left": "pull_request:62431", + "right": "pull_request:63407", + "accept": false, + "reason": "Both are container-setup related, but they add different environment/build-arg wiring and are not the same change." + }, + { + "left": "pull_request:40877", + "right": "pull_request:51011", + "accept": false, + "reason": "Both are iOS fixes, but one is a main-thread warning fix and the other adds Privacy & Access settings." + }, + { + "left": "pull_request:67290", + "right": "pull_request:68005", + "accept": false, + "reason": "Both remove duplicate headers, but in different UI surfaces and with different implementation details." + }, + { + "left": "pull_request:64782", + "right": "pull_request:66081", + "accept": false, + "reason": "Both are Codex/CLI related, but one restores chat history imports and the other changes message artifact extraction." + }, + { + "left": "pull_request:65398", + "right": "pull_request:68444", + "accept": false, + "reason": "Same Feishu extension, but different problems: preserve groupPolicy registration vs disable mention auto-forwarding." + }, + { + "left": "pull_request:68298", + "right": "pull_request:68444", + "accept": false, + "reason": "Discord bot identity fallback and Feishu mention forwarding are unrelated." + }, + { + "left": "pull_request:53904", + "right": "pull_request:66342", + "accept": false, + "reason": "Different diagnostics in different subsystems: memory-search API-key warning vs Slack auth-crash handling." + }, + { + "left": "pull_request:66023", + "right": "pull_request:67677", + "accept": false, + "reason": "Both are cron feature work, but custom job IDs and single-job get/inspection are distinct changes." + }, + { + "left": "pull_request:66824", + "right": "pull_request:67815", + "accept": false, + "reason": "Core auth-seam refactor vs WhatsApp auth persistence/read-barrier hardening are not the same underlying fix." + }, + { + "left": "pull_request:67380", + "right": "pull_request:68456", + "accept": false, + "reason": "Bundled plugin loading diagnostics and MIME sanitization are unrelated." + }, + { + "left": "pull_request:64862", + "right": "pull_request:67302", + "accept": true, + "reason": "Same underlying TUI bug: activity status can stay stuck streaming when runs finish out of order, and both PRs modify the same status-reset logic in src/tui/tui-event-handlers.ts." + }, + { + "left": "pull_request:65169", + "right": "pull_request:65637", + "accept": false, + "reason": "Node pairing approval gating and config secret redaction are unrelated." + }, + { + "left": "pull_request:65638", + "right": "pull_request:67380", + "accept": false, + "reason": "Cron delivery-instruction prompting and bundled-channel-entry logging are different concerns." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "Grounded and conservative overall. The two accepted pairs are well-supported by the packet and look mergeable as single bugfix PRs; the other verdicts appropriately stay false where the changes are merely adjacent or clearly unrelated. The summary does not overstate the evidence." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 2, + "component_count": 124, + "review_unit_index": 12, + "review_unit_count": 46, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-18915-528", + "nodes": [ + "pull_request:40878", + "pull_request:50483", + "pull_request:50998", + "pull_request:51011", + "pull_request:53841", + "pull_request:54032", + "pull_request:62846", + "pull_request:62895", + "pull_request:63557", + "pull_request:64573", + "pull_request:65270", + "pull_request:65575", + "pull_request:65828", + "pull_request:65833", + "pull_request:65856", + "pull_request:65979", + "pull_request:66098", + "pull_request:66156", + "pull_request:66221", + "pull_request:66275", + "pull_request:66277", + "pull_request:66329", + "pull_request:66337", + "pull_request:66976", + "pull_request:67036", + "pull_request:67037", + "pull_request:67063", + "pull_request:67155", + "pull_request:67208", + "pull_request:67231", + "pull_request:67304", + "pull_request:67360", + "pull_request:67447", + "pull_request:67533", + "pull_request:67660", + "pull_request:67677", + "pull_request:67815", + "pull_request:67818", + "pull_request:67892", + "pull_request:67894", + "pull_request:67959", + "pull_request:67981", + "pull_request:68136", + "pull_request:68681", + "pull_request:68710", + "pull_request:68813", + "pull_request:68843" + ], + "soft_pairs": [ + "pull_request:66098|pull_request:67036", + "pull_request:65270|pull_request:67447", + "pull_request:65828|pull_request:65833", + "pull_request:67155|pull_request:68681", + "pull_request:67304|pull_request:67360", + "pull_request:65979|pull_request:67677", + "pull_request:66329|pull_request:67959", + "pull_request:68710|pull_request:68843", + "pull_request:67815|pull_request:67818", + "pull_request:54032|pull_request:67231", + "pull_request:67208|pull_request:67981", + "pull_request:62895|pull_request:67063", + "pull_request:62846|pull_request:65856", + "pull_request:65575|pull_request:67037", + "pull_request:40878|pull_request:51011", + "pull_request:66156|pull_request:67533", + "pull_request:64573|pull_request:67660", + "pull_request:66275|pull_request:66337", + "pull_request:66976|pull_request:67894", + "pull_request:66277|pull_request:67892", + "pull_request:50483|pull_request:50998", + "pull_request:66221|pull_request:67815", + "pull_request:63557|pull_request:68136", + "pull_request:53841|pull_request:68813" + ], + "prepared_review_unit_hash": "9b7eeb1b0683783e2ed7a04c915e62adeb37944b4902cae9106b5ef74829e290", + "component_budget": { + "node_count": 528, + "item_count": 528, + "soft_pair_count": 1438, + "serialized_chars": 1672259, + "estimated_input_tokens": 418065, + "estimated_eval_tokens": 836386 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 24, + "serialized_chars": 109290, + "estimated_input_tokens": 27323, + "estimated_eval_tokens": 54902 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This cluster is heterogeneous: it contains many unrelated PRs across chat/UI, WhatsApp, cron, plugins, docs, and config. The proposed soft edges mostly share a broad subsystem or theme, but not the same concrete bug or change, so none should be merged as duplicates.", + "confidence": 0.95, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": null, + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "pull_request:66098", + "right": "pull_request:67036", + "accept": false, + "reason": "Both touch chat UI, but one is about effective chat defaults and the other about filtering leaked transcript rows; different bug and code path." + }, + { + "left": "pull_request:65270", + "right": "pull_request:67447", + "accept": false, + "reason": "One adds LINE sticker support, the other changes agent context injection defaults; unrelated changes." + }, + { + "left": "pull_request:65828", + "right": "pull_request:65833", + "accept": false, + "reason": "MiniMax web-search autodetection and Exa SecretRef registration are separate provider integrations, not the same fix." + }, + { + "left": "pull_request:67155", + "right": "pull_request:68681", + "accept": false, + "reason": "Hide-system sessions UI and dreaming cleanup scope warnings are unrelated features/bugs." + }, + { + "left": "pull_request:67304", + "right": "pull_request:67360", + "accept": false, + "reason": "JITI cache configuration and a Telegram config-read bug are distinct loader issues." + }, + { + "left": "pull_request:65979", + "right": "pull_request:67677", + "accept": false, + "reason": "Normalizing missing cron job state and adding cron get are separate cron features/fixes." + }, + { + "left": "pull_request:66329", + "right": "pull_request:67959", + "accept": false, + "reason": "Multi-account Discord config support and parallelized status probes do not address the same problem." + }, + { + "left": "pull_request:68710", + "right": "pull_request:68843", + "accept": false, + "reason": "Guild guard enforcement and stale-session cwd handling are different command/session validation bugs." + }, + { + "left": "pull_request:67815", + "right": "pull_request:67818", + "accept": false, + "reason": "Both are WhatsApp-related, but one hardens auth persistence and the other adds QR login result codes/preflight; not the same concrete change." + }, + { + "left": "pull_request:54032", + "right": "pull_request:67231", + "accept": false, + "reason": "Himalaya CLI docs and an OKX payments skill are unrelated." + }, + { + "left": "pull_request:67208", + "right": "pull_request:67981", + "accept": false, + "reason": "Memory-wiki bridge import routing and channel logout behavior are different CLI flows." + }, + { + "left": "pull_request:62895", + "right": "pull_request:67063", + "accept": false, + "reason": "Status deep config preservation and primary wiki CLI scope selection solve different plugin-resolution problems." + }, + { + "left": "pull_request:62846", + "right": "pull_request:65856", + "accept": false, + "reason": "Speech-provider defaults and onboarding scopes for video providers are separate manifest/config changes." + }, + { + "left": "pull_request:65575", + "right": "pull_request:67037", + "accept": false, + "reason": "One changes aria-live announcements during streaming, the other suppresses history reloads during active chat; related area but different bug." + }, + { + "left": "pull_request:40878", + "right": "pull_request:51011", + "accept": false, + "reason": "Adaptive thinking-level picker behavior/OSLog cleanup and privacy permission prompts are unrelated iOS fixes." + }, + { + "left": "pull_request:66156", + "right": "pull_request:67533", + "accept": false, + "reason": "System-event history leak filtering and rendering uploaded images after reload are separate chat transcript issues." + }, + { + "left": "pull_request:64573", + "right": "pull_request:67660", + "accept": false, + "reason": "Linux Chrome DISPLAY fallback and Windows OAuth launcher choice are different OS-specific spawning behaviors." + }, + { + "left": "pull_request:66275", + "right": "pull_request:66337", + "accept": false, + "reason": "Including custom provider models in the catalog and using provider runtime hooks during warmup are distinct gateway/model-selection changes." + }, + { + "left": "pull_request:66976", + "right": "pull_request:67894", + "accept": false, + "reason": "WhatsApp install-blocker removal and optional bundled runtime dependency repair are different dependency-management fixes." + }, + { + "left": "pull_request:66277", + "right": "pull_request:67892", + "accept": false, + "reason": "Guarding broken bundled channel loads and explaining missing runtime deps are separate loader robustness improvements." + }, + { + "left": "pull_request:66221", + "right": "pull_request:67815", + "accept": false, + "reason": "WhatsApp assembly refactor and auth persistence/read barriers are not the same underlying change." + }, + { + "left": "pull_request:63557", + "right": "pull_request:68136", + "accept": false, + "reason": "Gateway tool-call audit logging and sink-level redaction are different logging concerns." + }, + { + "left": "pull_request:53841", + "right": "pull_request:68813", + "accept": false, + "reason": "Google provider migration shape preservation and plugin-owned model validation are separate config-validation fixes." + }, + { + "left": "pull_request:66156", + "right": "pull_request:67036", + "accept": false, + "reason": "Both touch chat history, but one removes internal control rows while the other addresses live reload behavior; distinct symptoms and fixes." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 2, + "component_count": 124, + "review_unit_index": 13, + "review_unit_count": 46, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-18915-528", + "nodes": [ + "pull_request:37453", + "pull_request:53414", + "pull_request:53662", + "pull_request:53856", + "pull_request:53904", + "pull_request:62895", + "pull_request:63418", + "pull_request:64120", + "pull_request:64124", + "pull_request:64316", + "pull_request:64335", + "pull_request:64862", + "pull_request:65606", + "pull_request:65638", + "pull_request:65639", + "pull_request:65828", + "pull_request:66041", + "pull_request:66067", + "pull_request:66156", + "pull_request:66192", + "pull_request:66275", + "pull_request:66342", + "pull_request:66709", + "pull_request:66727", + "pull_request:66754", + "pull_request:67036", + "pull_request:67037", + "pull_request:67063", + "pull_request:67268", + "pull_request:67326", + "pull_request:67354", + "pull_request:67380", + "pull_request:67533", + "pull_request:67665", + "pull_request:67733", + "pull_request:67848", + "pull_request:67882", + "pull_request:67921", + "pull_request:68286", + "pull_request:68339", + "pull_request:68389", + "pull_request:68424", + "pull_request:68430", + "pull_request:68456", + "pull_request:68573", + "pull_request:68710", + "pull_request:68843" + ], + "soft_pairs": [ + "pull_request:67326|pull_request:67848", + "pull_request:64335|pull_request:68573", + "pull_request:67036|pull_request:67533", + "pull_request:64862|pull_request:66192", + "pull_request:64124|pull_request:67380", + "pull_request:67665|pull_request:68710", + "pull_request:66156|pull_request:67037", + "pull_request:53904|pull_request:67354", + "pull_request:67063|pull_request:68424", + "pull_request:64316|pull_request:68843", + "pull_request:63418|pull_request:67268", + "pull_request:53414|pull_request:65639", + "pull_request:65606|pull_request:68456", + "pull_request:65638|pull_request:68286", + "pull_request:66342|pull_request:67733", + "pull_request:53856|pull_request:66067", + "pull_request:66727|pull_request:66754", + "pull_request:65828|pull_request:68339", + "pull_request:64120|pull_request:66041", + "pull_request:37453|pull_request:53662", + "pull_request:62895|pull_request:67882", + "pull_request:67921|pull_request:68389", + "pull_request:66275|pull_request:66709", + "pull_request:68389|pull_request:68430" + ], + "prepared_review_unit_hash": "6ebce5092980e72ba06610b9a6a1c7fb9e63575a75ad632fc7374f46781067d6", + "component_budget": { + "node_count": 528, + "item_count": 528, + "soft_pair_count": 1438, + "serialized_chars": 1672259, + "estimated_input_tokens": 418065, + "estimated_eval_tokens": 836386 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 24, + "serialized_chars": 101256, + "estimated_input_tokens": 25314, + "estimated_eval_tokens": 50884 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Mostly unrelated pull requests, with a couple of true duplicate-like pairs: the late-terminal TUI activity-state fix pair and the undefined/null docs-link guard pair. The packet contains no standalone issue artifacts, but several PRs do explicitly link issues (for example #64862, #66727, #67036, #68573, and others), so the cluster should be described as issue-linked PRs rather than issue-free.", + "confidence": 0.86, + "canonical_issue_reason": null, + "canonical_pr_reason": "PR 64862 is the clearest canonical representative: it is a concrete, issue-linked bug fix with a narrowly scoped change to the TUI activity-state handler, and it sits in the only clearly duplicate-like pair in the cluster.", + "best_issue_reason": null, + "best_pr_reason": "PR 64862 is the best overall fit because it is a concrete, issue-linked runtime bug fix with a precise user-visible failure mode, while most other PRs in the cluster are unrelated feature or docs changes.", + "soft_edge_verdicts": [ + { + "left": "pull_request:67326", + "right": "pull_request:67848", + "accept": false, + "reason": "Different changes in different subsystems: media-runtime headers vs auth-picker labels. Same broad provider theme, but not the same bug or code path." + }, + { + "left": "pull_request:64335", + "right": "pull_request:68573", + "accept": false, + "reason": "Both involve secrets, but one is API-key rotation on rate limits and the other is webhook SecretRef re-resolution. Separate failure modes and code paths." + }, + { + "left": "pull_request:67036", + "right": "pull_request:67533", + "accept": false, + "reason": "Both touch Control UI chat/history handling, but one filters leaked transcript rows and the other restores uploaded images after reload. Distinct underlying issues." + }, + { + "left": "pull_request:64862", + "right": "pull_request:66192", + "accept": true, + "reason": "Same TUI activity-state race: late terminal events can leave the UI stuck streaming. Both modify the same handler path and could plausibly be merged into one fix." + }, + { + "left": "pull_request:64124", + "right": "pull_request:67380", + "accept": false, + "reason": "Both improve loader diagnostics, but one is path-escape vs ENOENT handling and the other is bundled channel entry validation/logging. Different bug classes." + }, + { + "left": "pull_request:67665", + "right": "pull_request:68710", + "accept": false, + "reason": "Same Discord extension, but one normalizes prefixed conversation IDs and the other enforces guild guards for commands. Not the same concrete change." + }, + { + "left": "pull_request:66156", + "right": "pull_request:67037", + "accept": false, + "reason": "Both relate to transcript/history behavior, but one prevents system-event leaks and the other skips reloads during active chat. Different bugs." + }, + { + "left": "pull_request:53904", + "right": "pull_request:67354", + "accept": false, + "reason": "Unrelated fixes: Ollama memory warning suppression vs Telegram session-label formatting." + }, + { + "left": "pull_request:67063", + "right": "pull_request:68424", + "accept": false, + "reason": "Different areas: CLI plugin scope selection vs bundled web-search provider SecretRef compatibility. No shared underlying change." + }, + { + "left": "pull_request:64316", + "right": "pull_request:68843", + "accept": false, + "reason": "One releases MCP runtime resources on session reset; the other treats missing cwd as a stale bound session. Different lifecycle bugs." + }, + { + "left": "pull_request:63418", + "right": "pull_request:67268", + "accept": false, + "reason": "Session-settings thinking default vs auto-fallback override cleanup are separate features in different flows." + }, + { + "left": "pull_request:53414", + "right": "pull_request:65639", + "accept": false, + "reason": "Config snapshot redaction for Feishu vs browser auth scoping to active gateway mode. No common code path." + }, + { + "left": "pull_request:65606", + "right": "pull_request:68456", + "accept": false, + "reason": "QQBot 4009 resume handling is unrelated to MIME-type sanitization hardening." + }, + { + "left": "pull_request:65638", + "right": "pull_request:68286", + "accept": false, + "reason": "Cron delivery prompt behavior and memory hybrid search result fields are unrelated changes." + }, + { + "left": "pull_request:66342", + "right": "pull_request:67733", + "accept": false, + "reason": "Slack auth-error shutdown handling and onboarding trim guards are unrelated fixes." + }, + { + "left": "pull_request:53856", + "right": "pull_request:66067", + "accept": false, + "reason": "OpenAI WS reasoning-output mapping and thinking-fragment spacing are adjacent but distinct issues in different layers." + }, + { + "left": "pull_request:66727", + "right": "pull_request:66754", + "accept": true, + "reason": "Same concrete bug in formatDocsLink: undefined/null path handling. One PR fixes the code; the other is the matching regression-test companion." + }, + { + "left": "pull_request:65828", + "right": "pull_request:68339", + "accept": false, + "reason": "MiniMax search env-var detection and NVIDIA onboarding/NIM support are unrelated provider-specific changes." + }, + { + "left": "pull_request:64120", + "right": "pull_request:66041", + "accept": false, + "reason": "Both touch chat acknowledgements, but one adds WhatsApp preflight audio transcription and the other adjusts Telegram ack-reaction scope. Different code paths." + }, + { + "left": "pull_request:37453", + "right": "pull_request:53662", + "accept": false, + "reason": "Feishu docs link wording and grouped chat bubble sizing are unrelated." + }, + { + "left": "pull_request:62895", + "right": "pull_request:67882", + "accept": false, + "reason": "Memory-search config context preservation vs memory-core dreaming-status reporting are separate memory features." + }, + { + "left": "pull_request:67921", + "right": "pull_request:68389", + "accept": false, + "reason": "Gateway channel startup concurrency and plugin allowlist warning wording are unrelated infrastructure changes." + }, + { + "left": "pull_request:66275", + "right": "pull_request:66709", + "accept": false, + "reason": "Custom-provider model catalog inclusion vs opencode-go glm-5.1 support are different model-provider additions." + }, + { + "left": "pull_request:68389", + "right": "pull_request:68430", + "accept": false, + "reason": "Allowlist mismatch warnings and ACPX probe-agent configuration are unrelated plugin/runtime changes." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "The soft-edge verdicts are mostly conservative, but the summary is not fully grounded: it says \"No issue artifacts are present,\" yet the packet contains multiple PRs with explicit issue links (for example PR 64862, 66727, 67036, 68573, etc.). Please revise the summary to reflect that issue-linked PRs do exist, and avoid any blanket claim of none." + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 2, + "component_count": 124, + "review_unit_index": 14, + "review_unit_count": 46, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-18915-528", + "nodes": [ + "pull_request:37453", + "pull_request:40874", + "pull_request:40877", + "pull_request:40878", + "pull_request:53528", + "pull_request:53662", + "pull_request:53738", + "pull_request:53904", + "pull_request:54032", + "pull_request:61091", + "pull_request:63557", + "pull_request:63596", + "pull_request:63629", + "pull_request:64301", + "pull_request:64310", + "pull_request:64322", + "pull_request:64328", + "pull_request:64907", + "pull_request:64996", + "pull_request:65606", + "pull_request:65638", + "pull_request:65772", + "pull_request:65957", + "pull_request:65979", + "pull_request:66081", + "pull_request:66098", + "pull_request:66192", + "pull_request:66221", + "pull_request:66824", + "pull_request:66976", + "pull_request:67007", + "pull_request:67063", + "pull_request:67137", + "pull_request:67302", + "pull_request:67365", + "pull_request:67533", + "pull_request:67586", + "pull_request:67818", + "pull_request:68384", + "pull_request:68444", + "pull_request:68543", + "pull_request:68717", + "pull_request:68773", + "pull_request:68792", + "pull_request:68801", + "pull_request:68837", + "pull_request:68849" + ], + "soft_pairs": [ + "pull_request:66824|pull_request:67818", + "pull_request:64328|pull_request:67533", + "pull_request:68792|pull_request:68849", + "pull_request:40874|pull_request:40877", + "pull_request:53738|pull_request:53904", + "pull_request:65606|pull_request:68543", + "pull_request:64322|pull_request:68801", + "pull_request:65638|pull_request:67586", + "pull_request:63596|pull_request:64907", + "pull_request:54032|pull_request:67365", + "pull_request:40874|pull_request:40878", + "pull_request:68773|pull_request:68837", + "pull_request:54032|pull_request:61091", + "pull_request:65772|pull_request:66098", + "pull_request:63596|pull_request:64996", + "pull_request:63629|pull_request:67063", + "pull_request:67007|pull_request:67137", + "pull_request:53662|pull_request:53904", + "pull_request:63557|pull_request:64310", + "pull_request:65979|pull_request:68717", + "pull_request:65957|pull_request:68444", + "pull_request:63557|pull_request:64301", + "pull_request:66192|pull_request:67302", + "pull_request:66081|pull_request:68384", + "pull_request:37453|pull_request:53528", + "pull_request:66221|pull_request:66976" + ], + "prepared_review_unit_hash": "47d3a854cbe1860d1efa6c4728f15026351485d513ca050c82e751314d6d2546", + "component_budget": { + "node_count": 528, + "item_count": 528, + "soft_pair_count": 1438, + "serialized_chars": 1672259, + "estimated_input_tokens": 418065, + "estimated_eval_tokens": 836386 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 26, + "serialized_chars": 105022, + "estimated_input_tokens": 26256, + "estimated_eval_tokens": 52768 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Mostly a heterogeneous PR cluster. Only two soft edges look like real duplicates: the Windows `claude` shim fixes and the late-terminal TUI status reset fixes. The rest are broad-similarity false positives across unrelated changes.", + "confidence": 0.91, + "canonical_issue_reason": null, + "canonical_pr_reason": "No single canonical PR: the cluster splits into unrelated topics, with only two true duplicate subpairs.", + "best_issue_reason": null, + "best_pr_reason": "If a representative is needed, PR 67302 is the cleanest self-contained bug fix, but it does not cover the whole mixed cluster.", + "soft_edge_verdicts": [ + { + "left": "pull_request:66824", + "right": "pull_request:67818", + "accept": false, + "reason": "Different problems: gateway auth seam vs WhatsApp QR-login result codes; no shared code-path bug." + }, + { + "left": "pull_request:64328", + "right": "pull_request:67533", + "accept": false, + "reason": "Different features in QQBot vs Control UI image reload; same media theme but not the same fix." + }, + { + "left": "pull_request:68792", + "right": "pull_request:68849", + "accept": true, + "reason": "Both fix Windows `claude` child spawning on the same command-resolution path; the `.cmd` shim and allowlist update are the same underlying bug and could be merged together." + }, + { + "left": "pull_request:40874", + "right": "pull_request:40877", + "accept": false, + "reason": "Unrelated iOS UI overhaul vs main-thread warning fix; only broad platform overlap." + }, + { + "left": "pull_request:53738", + "right": "pull_request:53904", + "accept": false, + "reason": "Media-tools baseUrl override and doctor Ollama warning are unrelated code paths." + }, + { + "left": "pull_request:65606", + "right": "pull_request:68543", + "accept": false, + "reason": "QQBot session-timeout recovery and retry backoff lower-bound are unrelated bugs." + }, + { + "left": "pull_request:64322", + "right": "pull_request:68801", + "accept": false, + "reason": "Distinct ACP session-key behavior vs cron cache pruning; same repo area but different underlying issues." + }, + { + "left": "pull_request:65638", + "right": "pull_request:67586", + "accept": false, + "reason": "Cron delivery-instruction prompting and agent RPC abort-controller registration are unrelated." + }, + { + "left": "pull_request:63596", + "right": "pull_request:64907", + "accept": false, + "reason": "Outbound message semantics vs plugin hook addition; not the same concrete change." + }, + { + "left": "pull_request:54032", + "right": "pull_request:67365", + "accept": false, + "reason": "Himalaya docs corrections and plugin registry guard are unrelated." + }, + { + "left": "pull_request:53662", + "right": "pull_request:53904", + "accept": false, + "reason": "Grouped chat bubble sizing and doctor memory API-key warning are unrelated." + }, + { + "left": "pull_request:63557", + "right": "pull_request:64310", + "accept": false, + "reason": "Gateway tool-call audit logging and mutable workspace path cleanup do not fix the same bug." + }, + { + "left": "pull_request:65979", + "right": "pull_request:68717", + "accept": false, + "reason": "Both are cron-related, but one normalizes missing state while the other changes failure-alert defaults; different problems." + }, + { + "left": "pull_request:65957", + "right": "pull_request:68444", + "accept": false, + "reason": "Heartbeat relay-context preservation and Feishu mention forwarding are unrelated." + }, + { + "left": "pull_request:63557", + "right": "pull_request:64301", + "accept": false, + "reason": "Gateway audit logging vs tool-name normalization are unrelated changes." + }, + { + "left": "pull_request:66192", + "right": "pull_request:67302", + "accept": true, + "reason": "Both patch the same TUI event-ordering bug: late final/error events must reset activity after the active run is already cleared." + }, + { + "left": "pull_request:66081", + "right": "pull_request:68384", + "accept": false, + "reason": "Codex CLI artifact parsing and noisy exec stdout rejection address different failure modes." + }, + { + "left": "pull_request:37453", + "right": "pull_request:53528", + "accept": false, + "reason": "Docs link wording fix vs cron store-watcher feature are unrelated." + }, + { + "left": "pull_request:66221", + "right": "pull_request:66976", + "accept": false, + "reason": "WhatsApp assembly refactor and Baileys install-blocker removal are related to the same subsystem but not the same concrete bug/change." + }, + { + "left": "pull_request:67007", + "right": "pull_request:67137", + "accept": false, + "reason": "Onboarding docs/link hardening and optional-input trim crash are unrelated." + }, + { + "left": "pull_request:68773", + "right": "pull_request:68837", + "accept": false, + "reason": "Same plugin area, but one skips empty memory search payloads while the other sanitizes agent config entries; different bugs." + }, + { + "left": "pull_request:54032", + "right": "pull_request:61091", + "accept": false, + "reason": "Both are documentation updates, but they correct different commands/examples." + }, + { + "left": "pull_request:65772", + "right": "pull_request:66098", + "accept": false, + "reason": "Nodes CLI fallback behavior and web UI effective defaults are unrelated." + }, + { + "left": "pull_request:63596", + "right": "pull_request:64996", + "accept": false, + "reason": "Outbound message canonicalization and WhatsApp group-listener fix are unrelated." + }, + { + "left": "pull_request:63629", + "right": "pull_request:67063", + "accept": false, + "reason": "Doctor session-isolation warnings and wiki CLI scope expansion are unrelated." + }, + { + "left": "pull_request:67007", + "right": "pull_request:67137", + "accept": false, + "reason": "Docs/onboarding formatting and optional-input trim handling are unrelated." + }, + { + "left": "pull_request:66192", + "right": "pull_request:67302", + "accept": true, + "reason": "Same state-machine bug in TUI: both ensure terminal events clear activity correctly even when the active run is already gone." + }, + { + "left": "pull_request:66081", + "right": "pull_request:68384", + "accept": false, + "reason": "Different CLI/secrets issues with no shared code-path change." + }, + { + "left": "pull_request:66221", + "right": "pull_request:66976", + "accept": false, + "reason": "WhatsApp plugin packaging/assembly refactor vs root Baileys dependency cleanup are not the same fix." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is conservative and grounded in the packet. The two accepted soft edges are the only ones that clearly look mergeable as the same bugfix: the Windows `claude` child-spawn shim/allowlist change and the late-terminal TUI activity-reset fix. The remaining pairs are reasonably rejected as broad-similarity false positives or unrelated changes, and the canonical/representative-PR language stays appropriately cautious." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 2, + "component_count": 124, + "review_unit_index": 15, + "review_unit_count": 46, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-18915-528", + "nodes": [ + "pull_request:33237", + "pull_request:53414", + "pull_request:53528", + "pull_request:53662", + "pull_request:53904", + "pull_request:54032", + "pull_request:62846", + "pull_request:62895", + "pull_request:64355", + "pull_request:64403", + "pull_request:64650", + "pull_request:64736", + "pull_request:65003", + "pull_request:65006", + "pull_request:65554", + "pull_request:65606", + "pull_request:65622", + "pull_request:65655", + "pull_request:65772", + "pull_request:65828", + "pull_request:65856", + "pull_request:65957", + "pull_request:66063", + "pull_request:66221", + "pull_request:66271", + "pull_request:66310", + "pull_request:66943", + "pull_request:66955", + "pull_request:67036", + "pull_request:67231", + "pull_request:67268", + "pull_request:67304", + "pull_request:67360", + "pull_request:67365", + "pull_request:67380", + "pull_request:67443", + "pull_request:67677", + "pull_request:67820", + "pull_request:67959", + "pull_request:68063", + "pull_request:68430", + "pull_request:68460", + "pull_request:68681", + "pull_request:68801", + "pull_request:68803", + "pull_request:68808", + "pull_request:68813", + "pull_request:68843" + ], + "soft_pairs": [ + "pull_request:65006|pull_request:67231", + "pull_request:64736|pull_request:65772", + "pull_request:53528|pull_request:53904", + "pull_request:53528|pull_request:68801", + "pull_request:68063|pull_request:68843", + "pull_request:33237|pull_request:53528", + "pull_request:62846|pull_request:65828", + "pull_request:53414|pull_request:65655", + "pull_request:66063|pull_request:67677", + "pull_request:53528|pull_request:67360", + "pull_request:65606|pull_request:68803", + "pull_request:64650|pull_request:67959", + "pull_request:66310|pull_request:67677", + "pull_request:67231|pull_request:67365", + "pull_request:67231|pull_request:68803", + "pull_request:65554|pull_request:68808", + "pull_request:66271|pull_request:67036", + "pull_request:64403|pull_request:66221", + "pull_request:62846|pull_request:68430", + "pull_request:65856|pull_request:68460", + "pull_request:67820|pull_request:68681", + "pull_request:67304|pull_request:67380", + "pull_request:65003|pull_request:65957", + "pull_request:62895|pull_request:68813", + "pull_request:65622|pull_request:67268", + "pull_request:67268|pull_request:67443", + "pull_request:66943|pull_request:66955", + "pull_request:64355|pull_request:65554", + "pull_request:53662|pull_request:54032" + ], + "prepared_review_unit_hash": "9c0d6c4869f6c2faf0638c6e4548d1be0029c114d1ff03583a5c1cacdc607cd1", + "component_budget": { + "node_count": 528, + "item_count": 528, + "soft_pair_count": 1438, + "serialized_chars": 1672259, + "estimated_input_tokens": 418065, + "estimated_eval_tokens": 836386 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 29, + "serialized_chars": 111382, + "estimated_input_tokens": 27846, + "estimated_eval_tokens": 55948 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Mostly unrelated PRs across distinct subsystems; the only near-duplicate pair is the two large media-support PRs from the same feature line.", + "confidence": 0.93, + "canonical_issue_reason": null, + "canonical_pr_reason": "PR #65554 is the clearer canonical candidate for the media-support work: it has a focused title, an explicit feature description, and the diff centers on adding media support across agents/tools rather than a broad custom-build wrapper.", + "best_issue_reason": null, + "best_pr_reason": "PR #65554 is the best overall representative because it is the most clearly scoped and directly describes the underlying change; the alternatives are either unrelated or broader/less specific variants.", + "soft_edge_verdicts": [ + { + "left": "pull_request:65006", + "right": "pull_request:67231", + "accept": false, + "reason": "Different changes: bootstrap-file injection control vs a new OKX payments skill; no shared bug or code path." + }, + { + "left": "pull_request:64736", + "right": "pull_request:65772", + "accept": false, + "reason": "Unrelated UI autocomplete loading vs nodes-status fallback behavior; same client area but different problems." + }, + { + "left": "pull_request:53528", + "right": "pull_request:53904", + "accept": false, + "reason": "Both touch cron/doctor areas, but one adds job-store watching while the other fixes a memory-search warning; distinct fixes." + }, + { + "left": "pull_request:53528", + "right": "pull_request:68801", + "accept": false, + "reason": "Cron store watching and orphaned agent-run cache pruning are separate lifecycle concerns and not the same underlying bug." + }, + { + "left": "pull_request:68063", + "right": "pull_request:68843", + "accept": false, + "reason": "ACP command-context normalization and missing-cwd stale-session handling are different failure modes with different fixes." + }, + { + "left": "pull_request:62846", + "right": "pull_request:65828", + "accept": false, + "reason": "Speech-provider default registration vs MiniMax search env detection are unrelated features." + }, + { + "left": "pull_request:53414", + "right": "pull_request:65655", + "accept": false, + "reason": "Config snapshot redaction and Mattermost slash callback auth are unrelated." + }, + { + "left": "pull_request:66063", + "right": "pull_request:67677", + "accept": false, + "reason": "One guards legacy cron job state on startup; the other adds a cron get-by-id inspection path." + }, + { + "left": "pull_request:33237", + "right": "pull_request:53528", + "accept": false, + "reason": "Bundled skills-dir validation and cron store watching are unrelated." + }, + { + "left": "pull_request:65606", + "right": "pull_request:68803", + "accept": false, + "reason": "QQBot session-timeout recovery and a repo-planning scaffold are completely different changes." + }, + { + "left": "pull_request:67231", + "right": "pull_request:67365", + "accept": false, + "reason": "OKX payments skill content and onboarding trim-guarding are unrelated." + }, + { + "left": "pull_request:65554", + "right": "pull_request:68808", + "accept": true, + "reason": "Both are large, overlapping media-support PRs with the same PR-add-media-support-webchat-telegram.md artifact and many shared media/tooling files; #68808 looks like a variant/custom-build continuation of the same underlying feature change." + }, + { + "left": "pull_request:66271", + "right": "pull_request:67036", + "accept": false, + "reason": "Chat flicker on reload vs transcript-row filtering are different UI problems." + }, + { + "left": "pull_request:64403", + "right": "pull_request:66221", + "accept": false, + "reason": "Plugin CLI metadata selection and WhatsApp plugin assembly refactor are distinct plugin-system changes." + }, + { + "left": "pull_request:62846", + "right": "pull_request:68430", + "accept": false, + "reason": "Enabling bundled speech providers by default is unrelated to ACPX probe-agent configurability." + }, + { + "left": "pull_request:65856", + "right": "pull_request:68460", + "accept": false, + "reason": "Onboarding scope metadata for image/video providers and adding a Tencent provider are separate changes." + }, + { + "left": "pull_request:67820", + "right": "pull_request:68681", + "accept": false, + "reason": "WhatsApp QR/runtime reuse and memory-core dreaming warning suppression address different flows." + }, + { + "left": "pull_request:66310", + "right": "pull_request:67677", + "accept": false, + "reason": "Both involve cron ops.ts, but one adds a null guard for job state while the other exposes a get-by-id command; not the same fix." + }, + { + "left": "pull_request:66943", + "right": "pull_request:66955", + "accept": false, + "reason": "SenseAudio audio transcription and SenseAudio music generation are different providers with different behavior." + }, + { + "left": "pull_request:64355", + "right": "pull_request:65554", + "accept": false, + "reason": "Campfire channel integration and media-support work are unrelated." + }, + { + "left": "pull_request:53662", + "right": "pull_request:54032", + "accept": false, + "reason": "Grouped chat bubble sizing and himalaya documentation fixes are unrelated." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet, and the conservative rejections fit the evidence. The single accepted near-duplicate pair, #65554 and #68808, is plausibly the same media-support feature line with substantial overlap in files and artifact naming, so that verdict is defensible. No obvious overstatement or mergeability issue stands out." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 2, + "component_count": 124, + "review_unit_index": 16, + "review_unit_count": 46, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-18915-528", + "nodes": [ + "pull_request:37453", + "pull_request:40874", + "pull_request:40877", + "pull_request:50483", + "pull_request:53681", + "pull_request:58992", + "pull_request:62846", + "pull_request:63418", + "pull_request:63629", + "pull_request:63783", + "pull_request:64109", + "pull_request:64322", + "pull_request:64328", + "pull_request:64403", + "pull_request:64518", + "pull_request:64703", + "pull_request:64719", + "pull_request:64720", + "pull_request:64842", + "pull_request:65006", + "pull_request:65575", + "pull_request:65772", + "pull_request:65803", + "pull_request:65856", + "pull_request:66169", + "pull_request:66233", + "pull_request:66271", + "pull_request:66275", + "pull_request:66304", + "pull_request:66413", + "pull_request:66537", + "pull_request:66761", + "pull_request:66777", + "pull_request:66824", + "pull_request:67007", + "pull_request:67208", + "pull_request:67326", + "pull_request:67365", + "pull_request:67693", + "pull_request:67816", + "pull_request:67959", + "pull_request:68005", + "pull_request:68121", + "pull_request:68242", + "pull_request:68286", + "pull_request:68339", + "pull_request:68803", + "pull_request:68837" + ], + "soft_pairs": [ + "pull_request:40877|pull_request:50483", + "pull_request:66275|pull_request:67326", + "pull_request:63783|pull_request:64322", + "pull_request:53681|pull_request:65006", + "pull_request:66233|pull_request:66537", + "pull_request:66761|pull_request:66777", + "pull_request:65006|pull_request:68005", + "pull_request:66169|pull_request:66271", + "pull_request:65856|pull_request:68339", + "pull_request:37453|pull_request:67365", + "pull_request:67007|pull_request:67693", + "pull_request:63418|pull_request:65772", + "pull_request:64403|pull_request:67208", + "pull_request:63629|pull_request:68242", + "pull_request:68286|pull_request:68803", + "pull_request:40874|pull_request:50483", + "pull_request:64109|pull_request:64403", + "pull_request:64703|pull_request:68837", + "pull_request:66304|pull_request:67959", + "pull_request:64842|pull_request:65575", + "pull_request:64719|pull_request:64720", + "pull_request:68121|pull_request:68837", + "pull_request:66824|pull_request:67816", + "pull_request:62846|pull_request:64328", + "pull_request:58992|pull_request:64518", + "pull_request:65803|pull_request:66413" + ], + "prepared_review_unit_hash": "a0435824b2d0f7be981694a22a434608ba7eea8416b5070f1028b66e65a9ef74", + "component_budget": { + "node_count": 528, + "item_count": 528, + "soft_pair_count": 1438, + "serialized_chars": 1672259, + "estimated_input_tokens": 418065, + "estimated_eval_tokens": 836386 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 26, + "serialized_chars": 108040, + "estimated_input_tokens": 27010, + "estimated_eval_tokens": 54276 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "No soft-edge pair looks like a true duplicate/change-equivalent match. The closest pair is the incomplete-turn recovery work, but it still splits a broad refactor from a separate bug fix.", + "confidence": 0.86, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": null, + "best_pr_reason": "PR 66233 is the best cluster anchor because it is the broadest and earliest PR in the only related thread (incomplete-turn recovery), and it shares the core run.ts code path with the nearby fix PRs.", + "soft_edge_verdicts": [ + { + "left": "pull_request:40877", + "right": "pull_request:50483", + "accept": false, + "reason": "Main-thread warning cleanup in iOS gateway code vs chat streaming/session-flow layout stabilization; unrelated changes." + }, + { + "left": "pull_request:66275", + "right": "pull_request:67326", + "accept": false, + "reason": "Custom-provider model catalog inclusion vs image runtime header/auth handling; both concern models, but not the same bug or code path." + }, + { + "left": "pull_request:63783", + "right": "pull_request:64322", + "accept": false, + "reason": "Image-attachment preservation in webchat vs ACP session-key isolation for Discord threads; different problems and domains." + }, + { + "left": "pull_request:53681", + "right": "pull_request:65006", + "accept": false, + "reason": "Video generation infrastructure vs agent context-injection control; both touch agent/runtime plumbing but are distinct changes." + }, + { + "left": "pull_request:66233", + "right": "pull_request:66537", + "accept": false, + "reason": "Both touch incomplete-turn handling, but 66233 is a provider-hook refactor and 66537 is a specific silent-final-answer-loss fix; different concrete fixes and not one mergeable PR." + }, + { + "left": "pull_request:66761", + "right": "pull_request:66777", + "accept": false, + "reason": "Guarding provider.models shape vs honoring allowPrivateNetwork precedence; separate regression fixes." + }, + { + "left": "pull_request:65006", + "right": "pull_request:68005", + "accept": false, + "reason": "Context-injection mode for bootstrap files vs hiding duplicate config section headers; no shared underlying bug." + }, + { + "left": "pull_request:66169", + "right": "pull_request:66271", + "accept": false, + "reason": "iMessage attributed echo normalization vs Control UI chat flicker on reload; different code paths and symptoms." + }, + { + "left": "pull_request:65856", + "right": "pull_request:68339", + "accept": false, + "reason": "Onboarding scopes for video-only providers vs NVIDIA NIM onboarding/auth docs; unrelated provider onboarding changes." + }, + { + "left": "pull_request:37453", + "right": "pull_request:67365", + "accept": false, + "reason": "Documentation link/redirect wording fix vs onboarding trim-crash guard; unrelated." + }, + { + "left": "pull_request:67007", + "right": "pull_request:67693", + "accept": false, + "reason": "Channel/meta formatting hardening vs blank option-label prompt crash; both are robustness fixes but not the same issue." + }, + { + "left": "pull_request:63418", + "right": "pull_request:65772", + "accept": false, + "reason": "Session settings thinking default vs nodes list/status fallback alignment; different UI/CLI behaviors." + }, + { + "left": "pull_request:64403", + "right": "pull_request:67208", + "accept": false, + "reason": "CLI registry command preference vs memory-wiki bridge import routing; separate command-dispatch problems." + }, + { + "left": "pull_request:63629", + "right": "pull_request:68242", + "accept": false, + "reason": "Doctor warnings for session isolation risks vs WhatsApp auto-reply delivery logging; not the same bug." + }, + { + "left": "pull_request:68286", + "right": "pull_request:68803", + "accept": false, + "reason": "Memory hybrid search scores vs planning scaffold repo metadata; unrelated." + }, + { + "left": "pull_request:40874", + "right": "pull_request:50483", + "accept": false, + "reason": "Large iOS Liquid Glass/Dynamic Island feature vs chat streaming layout/session-flow fix; different scope and code paths." + }, + { + "left": "pull_request:64109", + "right": "pull_request:64403", + "accept": false, + "reason": "QA lab completion-cache install crash vs plugin CLI metadata preference; unrelated regressions." + }, + { + "left": "pull_request:64703", + "right": "pull_request:68837", + "accept": false, + "reason": "Config value scientific-notation parsing vs active-memory agent list normalization; different input-validation issues." + }, + { + "left": "pull_request:66304", + "right": "pull_request:67959", + "accept": false, + "reason": "Exec approvals timeout/error messaging vs parallelized channel status probes; not the same underlying behavior." + }, + { + "left": "pull_request:64842", + "right": "pull_request:65575", + "accept": false, + "reason": "TUI stale streaming state vs chat live-region announcements; both about streaming UX but distinct mechanisms." + }, + { + "left": "pull_request:64719", + "right": "pull_request:64720", + "accept": false, + "reason": "Tool authorization hardening vs external-content protection on channel bodies; both security-related, but different code paths." + }, + { + "left": "pull_request:68121", + "right": "pull_request:68837", + "accept": false, + "reason": "Memory capability public-artifact preservation vs active-memory config normalization; different plugin state bugs." + }, + { + "left": "pull_request:66824", + "right": "pull_request:67816", + "accept": false, + "reason": "Channel-resolved auth seam vs WhatsApp setup/heartbeat/timeout handling; broad infra changes with different targets." + }, + { + "left": "pull_request:62846", + "right": "pull_request:64328", + "accept": false, + "reason": "Speech-provider runtime registration defaulting vs QQ bot audio MediaType handling; unrelated runtime integrations." + }, + { + "left": "pull_request:58992", + "right": "pull_request:64518", + "accept": false, + "reason": "Isolated-agent delivery target cleanup vs clearing model/provider overrides on /new and /reset; different session state issues." + }, + { + "left": "pull_request:65803", + "right": "pull_request:66413", + "accept": false, + "reason": "Provider auth marker handling for Codex CLI vs extracting the last non-empty stdout line for exec secret refs; separate secrets/auth fixes." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 2, + "component_count": 124, + "review_unit_index": 17, + "review_unit_count": 46, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-18915-528", + "nodes": [ + "pull_request:33237", + "pull_request:53528", + "pull_request:54032", + "pull_request:62008", + "pull_request:63418", + "pull_request:63547", + "pull_request:63557", + "pull_request:63596", + "pull_request:63629", + "pull_request:63807", + "pull_request:63906", + "pull_request:64301", + "pull_request:64573", + "pull_request:65006", + "pull_request:65575", + "pull_request:65736", + "pull_request:66007", + "pull_request:66110", + "pull_request:66160", + "pull_request:66275", + "pull_request:66304", + "pull_request:66364", + "pull_request:66425", + "pull_request:66824", + "pull_request:66976", + "pull_request:67155", + "pull_request:67268", + "pull_request:67346", + "pull_request:67354", + "pull_request:67380", + "pull_request:67589", + "pull_request:67639", + "pull_request:67647", + "pull_request:67677", + "pull_request:67818", + "pull_request:67921", + "pull_request:67982", + "pull_request:68158", + "pull_request:68242", + "pull_request:68339", + "pull_request:68460", + "pull_request:68669", + "pull_request:68681", + "pull_request:68717", + "pull_request:68803", + "pull_request:68807", + "pull_request:68819", + "pull_request:68843" + ], + "soft_pairs": [ + "pull_request:63557|pull_request:66110", + "pull_request:66364|pull_request:68669", + "pull_request:67268|pull_request:68843", + "pull_request:66160|pull_request:66275", + "pull_request:67818|pull_request:67921", + "pull_request:67677|pull_request:68717", + "pull_request:67639|pull_request:67647", + "pull_request:65575|pull_request:68158", + "pull_request:63547|pull_request:64301", + "pull_request:63557|pull_request:66007", + "pull_request:66824|pull_request:68339", + "pull_request:63906|pull_request:67346", + "pull_request:33237|pull_request:54032", + "pull_request:63547|pull_request:68242", + "pull_request:53528|pull_request:68803", + "pull_request:63418|pull_request:65736", + "pull_request:67380|pull_request:67589", + "pull_request:63629|pull_request:68681", + "pull_request:62008|pull_request:68807", + "pull_request:66425|pull_request:68460", + "pull_request:65006|pull_request:67354", + "pull_request:63807|pull_request:67155", + "pull_request:63557|pull_request:63596", + "pull_request:64573|pull_request:68819", + "pull_request:66304|pull_request:67982", + "pull_request:66364|pull_request:66976" + ], + "prepared_review_unit_hash": "5589e410c6d645190acf04ce2ec3d32494c78c4ff98ae055d7d3ef204f413154", + "component_budget": { + "node_count": 528, + "item_count": 528, + "soft_pair_count": 1438, + "serialized_chars": 1672259, + "estimated_input_tokens": 418065, + "estimated_eval_tokens": 836386 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 26, + "serialized_chars": 111603, + "estimated_input_tokens": 27901, + "estimated_eval_tokens": 56058 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This cluster is mostly superficially similar gateway/agent/UI PRs, but the soft pairs do not describe the same underlying bug or change. None of the candidate pairs should be merged as duplicates.", + "confidence": 0.79, + "canonical_issue_reason": null, + "canonical_pr_reason": "No PR in this set is a true duplicate target; if forced to pick a representative, #63557 is the most central gateway-instrumentation PR in the soft-similarity graph, but it still does not subsume the others.", + "best_issue_reason": null, + "best_pr_reason": "#63557 is the most connected and broadly scoped PR here, so it is the best loose representative for the cluster, but only as a triage anchor\u2014not as a duplicate merge target.", + "soft_edge_verdicts": [ + { + "left": "pull_request:63557", + "right": "pull_request:66110", + "accept": false, + "reason": "Both touch gateway logging, but one adds tool audit logs and the other adds root log-file overrides; different fixes and code paths." + }, + { + "left": "pull_request:66364", + "right": "pull_request:68669", + "accept": false, + "reason": "One ships a runtime sidecar; the other dedupes browser cleanup in subagent lifecycle. Different subsystems and problems." + }, + { + "left": "pull_request:67268", + "right": "pull_request:68843", + "accept": false, + "reason": "Recovered auto-fallback cleanup and stale-session detection are related to session recovery, but they fix different failure modes." + }, + { + "left": "pull_request:66160", + "right": "pull_request:66275", + "accept": false, + "reason": "One is Litellm onboarding base-URL handling; the other is custom-provider model catalog inclusion. Not the same change." + }, + { + "left": "pull_request:67818", + "right": "pull_request:67921", + "accept": false, + "reason": "WhatsApp QR login preflight/result codes and non-blocking channel startup are unrelated fixes despite both touching WhatsApp/gateway infrastructure." + }, + { + "left": "pull_request:67677", + "right": "pull_request:68717", + "accept": false, + "reason": "Single-job cron lookup and default failure alerts address different cron behaviors and could not plausibly be one PR." + }, + { + "left": "pull_request:67639", + "right": "pull_request:67647", + "accept": false, + "reason": "One preserves memory probe source config; the other fixes compact token summary context. Same area, different bugs." + }, + { + "left": "pull_request:65575", + "right": "pull_request:68158", + "accept": false, + "reason": "Both affect chat UI behavior, but one pauses announcements during streaming while the other hardens follow-scroll state." + }, + { + "left": "pull_request:63547", + "right": "pull_request:64301", + "accept": false, + "reason": "Tool-policy rule logging and tool-name normalization are distinct tool-call behaviors, not one concrete bug." + }, + { + "left": "pull_request:63557", + "right": "pull_request:66007", + "accept": false, + "reason": "Gateway tool audit logging is unrelated to Exa secretRef support; they only share a broad gateway/platform umbrella." + }, + { + "left": "pull_request:66824", + "right": "pull_request:68339", + "accept": false, + "reason": "Core channel-resolved auth seam work is unrelated to NVIDIA onboarding and NIM endpoint docs." + }, + { + "left": "pull_request:63906", + "right": "pull_request:67346", + "accept": false, + "reason": "WSL native ELF pnpm execution and Windows shell quoting are different process-launch bugs." + }, + { + "left": "pull_request:33237", + "right": "pull_request:54032", + "accept": false, + "reason": "Bundled skills-dir validation and himalaya command/documentation argument order are unrelated changes." + }, + { + "left": "pull_request:63547", + "right": "pull_request:68242", + "accept": false, + "reason": "Both mention logging, but one logs matched policy rules and the other logs WhatsApp delivery errors; different code paths and behavior." + }, + { + "left": "pull_request:53528", + "right": "pull_request:68803", + "accept": false, + "reason": "Cron store watching and planning scaffold add-on are unrelated repository features." + }, + { + "left": "pull_request:63418", + "right": "pull_request:65736", + "accept": false, + "reason": "Session settings thinking-default display and exec approvals state-dir handling do not fix the same bug." + }, + { + "left": "pull_request:67380", + "right": "pull_request:67589", + "accept": false, + "reason": "Bundled channel entry validation logging and config-reload path filtering are separate gateway maintenance changes." + }, + { + "left": "pull_request:63629", + "right": "pull_request:68681", + "accept": false, + "reason": "Ambiguous session isolation warnings and dreaming cleanup scope warnings are different diagnostic fixes." + }, + { + "left": "pull_request:62008", + "right": "pull_request:68807", + "accept": false, + "reason": "Audio multipart/filename handling and Codex approval elicitations are unrelated transport/UX changes." + }, + { + "left": "pull_request:66425", + "right": "pull_request:68460", + "accept": false, + "reason": "AstraFlow and Tencent provider plugins are separate provider additions, not duplicate implementations." + }, + { + "left": "pull_request:65006", + "right": "pull_request:67354", + "accept": false, + "reason": "Context-injection control and Telegram session-label formatting are unrelated agent/extension fixes." + }, + { + "left": "pull_request:63807", + "right": "pull_request:67155", + "accept": false, + "reason": "Gateway restart confirmation UI and Sessions hide-system toggle are different control-ui features." + }, + { + "left": "pull_request:63557", + "right": "pull_request:63596", + "accept": false, + "reason": "Shared gateway boundaries/tests do not make these the same change: audit logging versus outbound message send semantics." + }, + { + "left": "pull_request:64573", + "right": "pull_request:68819", + "accept": false, + "reason": "Chrome spawn env DISPLAY fallback and Windows .cmd shim resolution are different platform-process fixes." + }, + { + "left": "pull_request:66304", + "right": "pull_request:67982", + "accept": false, + "reason": "Cron timeout/error messaging and approval reply clarification address different stale/error conditions." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 2, + "component_count": 124, + "review_unit_index": 18, + "review_unit_count": 46, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-18915-528", + "nodes": [ + "pull_request:37422", + "pull_request:53312", + "pull_request:53369", + "pull_request:59935", + "pull_request:63418", + "pull_request:63521", + "pull_request:63547", + "pull_request:63636", + "pull_request:64328", + "pull_request:64573", + "pull_request:64718", + "pull_request:64720", + "pull_request:64782", + "pull_request:65006", + "pull_request:65016", + "pull_request:65622", + "pull_request:65803", + "pull_request:65856", + "pull_request:66041", + "pull_request:66110", + "pull_request:66152", + "pull_request:66160", + "pull_request:66169", + "pull_request:66395", + "pull_request:66583", + "pull_request:66754", + "pull_request:66761", + "pull_request:66808", + "pull_request:66918", + "pull_request:67036", + "pull_request:67155", + "pull_request:67276", + "pull_request:67365", + "pull_request:67443", + "pull_request:67569", + "pull_request:67693", + "pull_request:67830", + "pull_request:67948", + "pull_request:67982", + "pull_request:68107", + "pull_request:68286", + "pull_request:68384", + "pull_request:68444", + "pull_request:68463", + "pull_request:68612", + "pull_request:68692", + "pull_request:68816", + "pull_request:68843" + ], + "soft_pairs": [ + "pull_request:66754|pull_request:66761", + "pull_request:37422|pull_request:53312", + "pull_request:66808|pull_request:67948", + "pull_request:64328|pull_request:65803", + "pull_request:65006|pull_request:67365", + "pull_request:67830|pull_request:68612", + "pull_request:67365|pull_request:67693", + "pull_request:64782|pull_request:66395", + "pull_request:64718|pull_request:64720", + "pull_request:59935|pull_request:64573", + "pull_request:67276|pull_request:67982", + "pull_request:63547|pull_request:68692", + "pull_request:63418|pull_request:67569", + "pull_request:66160|pull_request:68463", + "pull_request:67036|pull_request:67155", + "pull_request:63636|pull_request:65622", + "pull_request:66152|pull_request:66583", + "pull_request:65016|pull_request:66169", + "pull_request:63418|pull_request:64718", + "pull_request:63521|pull_request:65016", + "pull_request:68107|pull_request:68444", + "pull_request:66041|pull_request:67443", + "pull_request:65006|pull_request:68286", + "pull_request:65856|pull_request:68816", + "pull_request:66110|pull_request:68384", + "pull_request:66918|pull_request:68843", + "pull_request:53369|pull_request:66041" + ], + "prepared_review_unit_hash": "bb13fdf11eb1482a398f26010421cc2024348cc29568c262f885b61b2a3b5bb8", + "component_budget": { + "node_count": 528, + "item_count": 528, + "soft_pair_count": 1438, + "serialized_chars": 1672259, + "estimated_input_tokens": 418065, + "estimated_eval_tokens": 836386 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 27, + "serialized_chars": 111492, + "estimated_input_tokens": 27873, + "estimated_eval_tokens": 56002 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This cluster is broad and heterogeneous: most items are unrelated feature additions or bug fixes across different subsystems. The soft edges are mostly superficial topical overlaps (providers, compaction, sessions, docs) rather than the same concrete change, so they should be rejected.", + "confidence": 0.97, + "canonical_issue_reason": null, + "canonical_pr_reason": "No single PR is a safe canonical target; the set spans unrelated provider, UI, security, logging, and channel changes rather than one underlying fix.", + "best_issue_reason": null, + "best_pr_reason": "No PR here is a strong global dedupe anchor because none represents the same underlying change as the others; picking one would be arbitrary.", + "soft_edge_verdicts": [ + { + "left": "pull_request:66754", + "right": "pull_request:66761", + "accept": false, + "reason": "Different bugs in different code paths: docs-link path guarding vs provider.models shape handling." + }, + { + "left": "pull_request:37422", + "right": "pull_request:53312", + "accept": false, + "reason": "Both add provider support, but for different providers and different onboarding/runtime flows." + }, + { + "left": "pull_request:66808", + "right": "pull_request:67948", + "accept": false, + "reason": "ZeroEntropy embeddings and Abliteration provider onboarding are unrelated provider additions." + }, + { + "left": "pull_request:64328", + "right": "pull_request:65803", + "accept": false, + "reason": "qqbot voice attachment typing and Codex CLI auth marker handling are separate fixes in different subsystems." + }, + { + "left": "pull_request:65006", + "right": "pull_request:67365", + "accept": false, + "reason": "Context injection disabling and provider-id guarding are unrelated changes; no shared code-path bug." + }, + { + "left": "pull_request:67830", + "right": "pull_request:68612", + "accept": false, + "reason": "Compaction notices and WhatsApp typing indicators address different behavior in different modules." + }, + { + "left": "pull_request:67365", + "right": "pull_request:67693", + "accept": false, + "reason": "Provider registry diagnostics and blank-label setup prompt handling are different onboarding issues." + }, + { + "left": "pull_request:64782", + "right": "pull_request:66395", + "accept": false, + "reason": "Codex chat history import restoration and refresh-during-turn handling are distinct gateway/UI behaviors." + }, + { + "left": "pull_request:64718", + "right": "pull_request:64720", + "accept": false, + "reason": "Exec permission defaults for non-owners and external content protection for channel bodies solve different security problems." + }, + { + "left": "pull_request:59935", + "right": "pull_request:64573", + "accept": false, + "reason": "Nix PATH support and Chrome DISPLAY fallback are separate environment-spawn fixes." + }, + { + "left": "pull_request:67276", + "right": "pull_request:67982", + "accept": false, + "reason": "Edit-mismatch guidance and stale approval reply wording are unrelated user-facing fixes." + }, + { + "left": "pull_request:63547", + "right": "pull_request:68692", + "accept": false, + "reason": "Tool-policy logging and governance docs are entirely unrelated changes." + }, + { + "left": "pull_request:63636", + "right": "pull_request:65622", + "accept": false, + "reason": "Malformed token estimation guarding and preflight compaction reevaluation are different compaction bugs." + }, + { + "left": "pull_request:66152", + "right": "pull_request:66583", + "accept": false, + "reason": "Dreaming config schema and dreaming.model override are related broadly, but not the same concrete change." + }, + { + "left": "pull_request:66041", + "right": "pull_request:67443", + "accept": false, + "reason": "Telegram ack-reaction scope and model-context resolution are unrelated features." + }, + { + "left": "pull_request:65016", + "right": "pull_request:66169", + "accept": false, + "reason": "NO_REPLY token cleanup and imessage attributed echo normalization fix different text-handling paths." + }, + { + "left": "pull_request:63418", + "right": "pull_request:64718", + "accept": false, + "reason": "Session thinking defaults and exec-deny defaults are separate auto-reply/session behaviors." + }, + { + "left": "pull_request:63521", + "right": "pull_request:65016", + "accept": false, + "reason": "Both touch reply text tokens, but they fix different mechanisms: streaming directive truncation vs cron announce no-reply handling." + }, + { + "left": "pull_request:68107", + "right": "pull_request:68444", + "accept": false, + "reason": "Feishu reasoningLevel handling and mention auto-forwarding are different channel behaviors." + }, + { + "left": "pull_request:65006", + "right": "pull_request:68286", + "accept": false, + "reason": "Bootstrap context injection control and hybrid-search score exposure are unrelated agent features." + }, + { + "left": "pull_request:65856", + "right": "pull_request:68816", + "accept": false, + "reason": "Onboarding scopes for runway/alibaba and Moonshot K2.6 thinking params are unrelated provider changes." + }, + { + "left": "pull_request:66110", + "right": "pull_request:68384", + "accept": false, + "reason": "Log-file override support and noisy exec stdout rejection address different command/runtime areas." + }, + { + "left": "pull_request:66918", + "right": "pull_request:68843", + "accept": false, + "reason": "Stale Discord approval clicks and stale ACP binding cwd handling are different stale-state bugs." + }, + { + "left": "pull_request:53369", + "right": "pull_request:66041", + "accept": false, + "reason": "WhatsApp native mentions and Telegram ack-reaction behavior are different channel-specific features." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 2, + "component_count": 124, + "review_unit_index": 19, + "review_unit_count": 46, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-18915-528", + "nodes": [ + "pull_request:33237", + "pull_request:37422", + "pull_request:37453", + "pull_request:53312", + "pull_request:53865", + "pull_request:63596", + "pull_request:63629", + "pull_request:64124", + "pull_request:64301", + "pull_request:64623", + "pull_request:64782", + "pull_request:64907", + "pull_request:65006", + "pull_request:65398", + "pull_request:65622", + "pull_request:65772", + "pull_request:65855", + "pull_request:65856", + "pull_request:66063", + "pull_request:66110", + "pull_request:66221", + "pull_request:66233", + "pull_request:66305", + "pull_request:66537", + "pull_request:66819", + "pull_request:66824", + "pull_request:67080", + "pull_request:67304", + "pull_request:67354", + "pull_request:67380", + "pull_request:67669", + "pull_request:67677", + "pull_request:67820", + "pull_request:67959", + "pull_request:67981", + "pull_request:68158", + "pull_request:68298", + "pull_request:68424", + "pull_request:68460", + "pull_request:68560", + "pull_request:68573", + "pull_request:68698", + "pull_request:68699", + "pull_request:68717", + "pull_request:68807", + "pull_request:68808", + "pull_request:68813" + ], + "soft_pairs": [ + "pull_request:64623|pull_request:65855", + "pull_request:65772|pull_request:67677", + "pull_request:66824|pull_request:67820", + "pull_request:64907|pull_request:66819", + "pull_request:37453|pull_request:67354", + "pull_request:68573|pull_request:68807", + "pull_request:65856|pull_request:68813", + "pull_request:66063|pull_request:68717", + "pull_request:68698|pull_request:68699", + "pull_request:64301|pull_request:68560", + "pull_request:65006|pull_request:67304", + "pull_request:53865|pull_request:68460", + "pull_request:63629|pull_request:68158", + "pull_request:67080|pull_request:68424", + "pull_request:33237|pull_request:67380", + "pull_request:63596|pull_request:63629", + "pull_request:65622|pull_request:68298", + "pull_request:37422|pull_request:53865", + "pull_request:64124|pull_request:66221", + "pull_request:67669|pull_request:68808", + "pull_request:66537|pull_request:68807", + "pull_request:67959|pull_request:67981", + "pull_request:66233|pull_request:66305", + "pull_request:53312|pull_request:68460", + "pull_request:64782|pull_request:67981", + "pull_request:65398|pull_request:66110" + ], + "prepared_review_unit_hash": "1cd61a1ff8e10ad183d21f8d3b99f43f6a1409cf4cd22b78c7a946728870e6ac", + "component_budget": { + "node_count": 528, + "item_count": 528, + "soft_pair_count": 1438, + "serialized_chars": 1672259, + "estimated_input_tokens": 418065, + "estimated_eval_tokens": 836386 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 26, + "serialized_chars": 110531, + "estimated_input_tokens": 27633, + "estimated_eval_tokens": 55522 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This cluster is heterogeneous: the PRs span unrelated provider additions, cron fixes, CLI/UI changes, and documentation updates. I don\u2019t see a true duplicate nucleus, so all soft-edge candidates should be rejected.", + "confidence": 0.97, + "canonical_issue_reason": null, + "canonical_pr_reason": "No single canonical PR: the items cover unrelated bugs/features across different subsystems, so there isn\u2019t one change that the others duplicate.", + "best_issue_reason": null, + "best_pr_reason": "No globally best PR for deduplication here; the set does not share one underlying bug or change, so any single PR would be arbitrary.", + "soft_edge_verdicts": [ + { + "left": "pull_request:64623", + "right": "pull_request:65855", + "accept": false, + "reason": "Unrelated: npm manifest packaging for qa/scenarios vs qqbot/synology-chat guardrail updates." + }, + { + "left": "pull_request:65772", + "right": "pull_request:67677", + "accept": false, + "reason": "Different fixes: nodes status fallback behavior vs adding cron get-by-id inspection." + }, + { + "left": "pull_request:66824", + "right": "pull_request:67820", + "accept": false, + "reason": "Both touch auth/WhatsApp-adjacent areas, but they fix different code paths and are not the same change." + }, + { + "left": "pull_request:64907", + "right": "pull_request:66819", + "accept": false, + "reason": "Both concern turn/result handling, but one adds a plugin hook and the other unwraps Claude JSON output." + }, + { + "left": "pull_request:37453", + "right": "pull_request:67354", + "accept": false, + "reason": "Docs-only edits for different channels and different wording; not the same bug or change." + }, + { + "left": "pull_request:68573", + "right": "pull_request:68807", + "accept": false, + "reason": "Webhook secret re-resolution is unrelated to Codex approval elicitations." + }, + { + "left": "pull_request:65856", + "right": "pull_request:68813", + "accept": false, + "reason": "Different provider/config work: onboardingScopes for video providers vs comfy provider validation." + }, + { + "left": "pull_request:66063", + "right": "pull_request:68717", + "accept": false, + "reason": "Same cron subsystem, but one guards missing state on startup and the other changes failure-alert defaults." + }, + { + "left": "pull_request:68698", + "right": "pull_request:68699", + "accept": false, + "reason": "Inbound dedupe handling and LM Studio cooldown pruning are separate mechanisms." + }, + { + "left": "pull_request:64301", + "right": "pull_request:68560", + "accept": false, + "reason": "Malformed tool-name normalization is unrelated to stripping base64 from persisted tool results." + }, + { + "left": "pull_request:65006", + "right": "pull_request:67304", + "accept": false, + "reason": "Context-injection control and JITI fsCache env support address different runtime concerns." + }, + { + "left": "pull_request:53865", + "right": "pull_request:68460", + "accept": false, + "reason": "Both add providers, but Lemonade and Tencent are distinct providers with different implementation surfaces." + }, + { + "left": "pull_request:63629", + "right": "pull_request:68158", + "accept": false, + "reason": "Ambiguous session isolation warnings vs UI scroll hardening are unrelated changes." + }, + { + "left": "pull_request:67080", + "right": "pull_request:68424", + "accept": false, + "reason": "Manifest route-load narrowing is unrelated to web-search SecretRef compatibility fixes." + }, + { + "left": "pull_request:33237", + "right": "pull_request:67380", + "accept": false, + "reason": "Bundled skills dir validation and bundled channel entry error logging solve different loader problems." + }, + { + "left": "pull_request:63596", + "right": "pull_request:63629", + "accept": false, + "reason": "Outbound message send semantics and doctor/session isolation warnings are separate gateway/diagnostic changes." + }, + { + "left": "pull_request:65622", + "right": "pull_request:68298", + "accept": false, + "reason": "Preflight compaction reevaluation and Discord bot-identity fail-closed behavior are unrelated." + }, + { + "left": "pull_request:37422", + "right": "pull_request:53865", + "accept": false, + "reason": "Two different provider integrations; same broad area, but not the same underlying change." + }, + { + "left": "pull_request:64124", + "right": "pull_request:66221", + "accept": false, + "reason": "Boundary-file-read error reporting and WhatsApp assembly refactor are distinct code paths." + }, + { + "left": "pull_request:67669", + "right": "pull_request:68808", + "accept": false, + "reason": "Custom-test CLI command and media-support custom build are unrelated." + }, + { + "left": "pull_request:66537", + "right": "pull_request:68807", + "accept": false, + "reason": "Silent final-answer loss and Codex approval bridging address different agent runtime failures." + }, + { + "left": "pull_request:67959", + "right": "pull_request:67981", + "accept": false, + "reason": "Parallel channel status probes and live channel logout are separate CLI/auth changes." + }, + { + "left": "pull_request:66233", + "right": "pull_request:66305", + "accept": false, + "reason": "Provider-hook incomplete-turn recovery and model-catalog caching are unrelated." + }, + { + "left": "pull_request:53312", + "right": "pull_request:68460", + "accept": false, + "reason": "HPC-AI provider support and Tencent provider support are distinct additions." + }, + { + "left": "pull_request:64782", + "right": "pull_request:67981", + "accept": false, + "reason": "Codex chat history import recovery and channel logout behavior are unrelated." + }, + { + "left": "pull_request:65398", + "right": "pull_request:66110", + "accept": false, + "reason": "Feishu group-policy registration and root log-file overrides fix different subsystems." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 2, + "component_count": 124, + 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typing-reaction targeting are different channel-specific bugs." + }, + { + "left": "pull_request:67447", + "right": "pull_request:67783", + "accept": false, + "reason": "Agent context default changes and Feishu typing-reaction targeting are unrelated." + }, + { + "left": "pull_request:68612", + "right": "pull_request:68698", + "accept": false, + "reason": "Both touch auto-reply flow, but one is typing feedback timing and the other is inbound dedupe cleanup; not the same concrete bug." + }, + { + "left": "pull_request:66824", + "right": "pull_request:68612", + "accept": false, + "reason": "Command-auth seam refactor and WhatsApp typing behavior are unrelated code paths." + }, + { + "left": "pull_request:67304", + "right": "pull_request:67733", + "accept": false, + "reason": "Jiti cache configuration and undefined-trim guards are unrelated fixes." + }, + { + "left": "pull_request:65731", + "right": "pull_request:67872", + "accept": false, + "reason": "Both are Slack message-handler 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}, + { + "left": "pull_request:62846", + "right": "pull_request:65800", + "accept": false, + "reason": "Speech-provider runtime registration and runtime plugin loading for wiki commands are different issues." + }, + { + "left": "pull_request:64109", + "right": "pull_request:66364", + "accept": false, + "reason": "Completion-cache install crash and shipping a subagent-registry sidecar are unrelated." + }, + { + "left": "pull_request:66808", + "right": "pull_request:68693", + "accept": false, + "reason": "Duplicate of a docs-only pair? still not a same-change match: feature PR vs documentation update." + }, + { + "left": "pull_request:66918", + "right": "pull_request:67276", + "accept": false, + "reason": "Same answer as above: stale approval clicks vs edit warning wording are not the same bug." + }, + { + "left": "pull_request:63521", + "right": "pull_request:65575", + "accept": false, + "reason": "Streaming incomplete-message fix and pausing chat announcements are distinct UI/streaming 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"evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 2, + "component_count": 124, + "review_unit_index": 22, + "review_unit_count": 46, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-18915-528", + "nodes": [ + "pull_request:33237", + "pull_request:36420", + "pull_request:50998", + "pull_request:53681", + "pull_request:53841", + "pull_request:53904", + "pull_request:62008", + "pull_request:62894", + "pull_request:63406", + "pull_request:63547", + "pull_request:63636", + "pull_request:64066", + "pull_request:64123", + "pull_request:64301", + "pull_request:64335", + "pull_request:64344", + "pull_request:64527", + "pull_request:64703", + "pull_request:64719", + "pull_request:64811", + "pull_request:64907", + "pull_request:65003", + 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+ { + "left": "pull_request:63547", + "right": "pull_request:64719", + "accept": false, + "reason": "Tool-policy logging vs denying dangerous tools are different changes; not the same underlying fix." + }, + { + "left": "pull_request:68005", + "right": "pull_request:68286", + "accept": false, + "reason": "UI section-header rendering and memory hybrid search result fields are unrelated." + }, + { + "left": "pull_request:63406", + "right": "pull_request:65957", + "accept": false, + "reason": "Gateway restart continuation persistence is separate from preserving relay context in heartbeat handling." + }, + { + "left": "pull_request:66321", + "right": "pull_request:66329", + "accept": false, + "reason": "MacOS health-state handling and Discord config skill checks are unrelated." + }, + { + "left": "pull_request:66233", + "right": "pull_request:67848", + "accept": false, + "reason": "Provider-hook incomplete-turn recovery and OpenAI auth-picker labels do not fix the same code-path problem." + }, + { + "left": "pull_request:64301", + "right": "pull_request:67842", + "accept": false, + "reason": "Malformed tool-name recovery is unrelated to user-facing message-tool descriptions." + }, + { + "left": "pull_request:62894", + "right": "pull_request:64335", + "accept": false, + "reason": "Slack channel-ID matching and ZAI API-key rotation are unrelated." + }, + { + "left": "pull_request:64907", + "right": "pull_request:66233", + "accept": false, + "reason": "Both touch plugin/provider plumbing, but one adds a hook and the other moves incomplete-turn recovery behind hooks; not mergeable as one PR." + }, + { + "left": "pull_request:63636", + "right": "pull_request:65003", + "accept": false, + "reason": "Token-estimation guards and cron persisted-state normalization are unrelated fixes." + }, + { + "left": "pull_request:64123", + "right": "pull_request:66547", + "accept": false, + "reason": "Browser snapshot fallback behavior and reply threading logic are different areas with different failure modes." + }, + { + "left": "pull_request:67080", + "right": "pull_request:67326", + "accept": false, + "reason": "Plugin route-load narrowing and image runtime headers are unrelated." + }, + { + "left": "pull_request:68384", + "right": "pull_request:68573", + "accept": false, + "reason": "Noisy exec stdout rejection and webhook SecretRef re-resolution are separate secret/runtime behaviors." + }, + { + "left": "pull_request:64527", + "right": "pull_request:67208", + "accept": false, + "reason": "Gateway pairing close-frame behavior and memory-wiki CLI RPC routing are unrelated." + }, + { + "left": "pull_request:53681", + "right": "pull_request:68286", + "accept": false, + "reason": "Video-generation infrastructure and memory hybrid-score exposure are unrelated features." + }, + { + "left": "pull_request:36420", + "right": "pull_request:67304", + "accept": false, + "reason": "Tool-param alias normalization and JITI cache configuration are unrelated." + }, + { + "left": "pull_request:65606", + "right": "pull_request:68843", + "accept": false, + "reason": "QQBot session-timeout recovery and stale ACP bound-session handling are different session-lifecycle problems." + }, + { + "left": "pull_request:65957", + "right": "pull_request:68597", + "accept": false, + "reason": "Heartbeat relay context preservation and memory symlink-escape blocking are unrelated." + }, + { + "left": "pull_request:65609", + "right": "pull_request:68843", + "accept": false, + "reason": "Shared CI test unblock and stale-session handling are not the same underlying bug." + }, + { + "left": "pull_request:64703", + "right": "pull_request:67328", + "accept": false, + "reason": "Config-value parsing and meta.lastTouchedAt schema coercion are different code paths." + }, + { + "left": "pull_request:62008", + "right": "pull_request:65609", + "accept": false, + "reason": "Audio multipart filename handling and target-resolver CI test changes are unrelated." + }, + { + "left": "pull_request:68573", + "right": "pull_request:68597", + "accept": false, + "reason": "Webhook secret rotation and memory read-file symlink escape protection are unrelated." + }, + { + "left": "pull_request:64344", + "right": "pull_request:65833", + "accept": false, + "reason": "Secrets audit migration guidance and adding an Exa secret target are different secret-management changes." + }, + { + "left": "pull_request:50998", + "right": "pull_request:53841", + "accept": false, + "reason": "iOS permission prompts and Google provider migration shape preservation are unrelated." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 2, + "component_count": 124, + "review_unit_index": 23, + "review_unit_count": 46, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-18915-528", + "nodes": [ + "pull_request:40874", + "pull_request:40877", + "pull_request:49131", + "pull_request:50483", + "pull_request:50998", + "pull_request:53312", + "pull_request:53850", + "pull_request:53865", + "pull_request:62489", + "pull_request:63636", + "pull_request:64066", + "pull_request:64301", + "pull_request:64316", + "pull_request:64328", + "pull_request:64403", + "pull_request:64559", + "pull_request:64650", + "pull_request:64657", + "pull_request:64736", + "pull_request:64842", + "pull_request:64868", + "pull_request:64907", + "pull_request:65006", + "pull_request:65398", + "pull_request:66007", + "pull_request:66041", + "pull_request:66067", + "pull_request:66081", + "pull_request:66184", + "pull_request:66233", + "pull_request:66337", + "pull_request:66395", + "pull_request:66537", + "pull_request:66754", + "pull_request:66755", + "pull_request:66761", + "pull_request:66770", + "pull_request:67080", + "pull_request:67706", + "pull_request:67818", + "pull_request:68060", + "pull_request:68244", + "pull_request:68444", + "pull_request:68498", + "pull_request:68612", + "pull_request:68698", + "pull_request:68844" + ], + "soft_pairs": [ + "pull_request:64650|pull_request:64657", + "pull_request:49131|pull_request:50483", + "pull_request:40877|pull_request:49131", + "pull_request:63636|pull_request:66233", + "pull_request:64328|pull_request:66041", + "pull_request:49131|pull_request:50998", + "pull_request:62489|pull_request:64066", + "pull_request:66755|pull_request:66761", + "pull_request:53850|pull_request:65006", + "pull_request:64403|pull_request:64736", + "pull_request:66067|pull_request:68844", + "pull_request:40874|pull_request:49131", + "pull_request:66754|pull_request:66770", + "pull_request:53312|pull_request:53865", + "pull_request:64907|pull_request:67818", + "pull_request:64868|pull_request:65398", + "pull_request:66081|pull_request:66537", + "pull_request:64316|pull_request:67706", + "pull_request:66184|pull_request:68444", + "pull_request:66337|pull_request:67080", + "pull_request:66007|pull_request:68498", + "pull_request:64842|pull_request:66395", + "pull_request:64301|pull_request:68060", + "pull_request:66041|pull_request:68612", + "pull_request:64559|pull_request:68698", + "pull_request:64301|pull_request:68244" + ], + "prepared_review_unit_hash": "f4f6ee167b196b967c3c141d37cfe1948293344be0801fba6b0a2e6e3426fcfb", + "component_budget": { + "node_count": 528, + "item_count": 528, + "soft_pair_count": 1438, + "serialized_chars": 1672259, + "estimated_input_tokens": 418065, + "estimated_eval_tokens": 836386 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 26, + "serialized_chars": 110268, + "estimated_input_tokens": 27567, + "estimated_eval_tokens": 55390 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "The cluster is a heterogeneous mix of unrelated PRs across iOS UI, agent runtime, channel plugins, docs, and small bug fixes. The soft edges are mostly broad thematic similarities, not the same concrete bug or change, so none should be merged as duplicates.", + "confidence": 0.97, + "canonical_issue_reason": null, + "canonical_pr_reason": "No single PR is a safe canonical representative: the items span many unrelated subsystems and the overlaps are only superficial (same broad area, similar wording, or shared docs/tests).", + "best_issue_reason": null, + "best_pr_reason": "No PR is a strong global canonical choice for this cluster because there is no single underlying fix/change tying the set together.", + "soft_edge_verdicts": [ + { + "left": "pull_request:64650", + "right": "pull_request:64657", + "accept": false, + "reason": "Both are messaging/channel-related, but one is Telegram topic prompts and the other is Slack thread routing; different channels and different bugs." + }, + { + "left": "pull_request:49131", + "right": "pull_request:50483", + "accept": false, + "reason": "Placeholder voice-note transcripts and chat-streaming layout/session flow are unrelated changes." + }, + { + "left": "pull_request:40877", + "right": "pull_request:49131", + "accept": false, + "reason": "Main-thread CLLocationManager/SFSpeechRecognizer warnings are unrelated to silent voice-note transcription behavior." + }, + { + "left": "pull_request:63636", + "right": "pull_request:66233", + "accept": false, + "reason": "Token-estimation guarding and provider-hook-based incomplete-turn recovery are different agent pipeline problems." + }, + { + "left": "pull_request:64328", + "right": "pull_request:66041", + "accept": false, + "reason": "QQ bot voice-attachment media typing and Telegram ack-reaction behavior are unrelated channel fixes." + }, + { + "left": "pull_request:49131", + "right": "pull_request:50998", + "accept": false, + "reason": "Voice-note placeholder transcripts and calendar/contacts permission prompt restoration do not share the same code path." + }, + { + "left": "pull_request:62489", + "right": "pull_request:64066", + "accept": false, + "reason": "Both add channel extensions, but WeCom and Roam are separate features with no common underlying bug." + }, + { + "left": "pull_request:66755", + "right": "pull_request:66761", + "accept": false, + "reason": "Silent NO_REPLY detection in reasoning-wrapped text and provider.models guarding are unrelated robustness fixes." + }, + { + "left": "pull_request:53850", + "right": "pull_request:65006", + "accept": false, + "reason": "Status-display thinkingDefault merging and bootstrap context-injection settings are different agent configuration changes." + }, + { + "left": "pull_request:64403", + "right": "pull_request:64736", + "accept": false, + "reason": "CLI metadata loading and slash autocomplete are adjacent UI/CLI concerns, but not the same concrete defect." + }, + { + "left": "pull_request:66067", + "right": "pull_request:68844", + "accept": false, + "reason": "Both touch text chunking/formatting, but one preserves thinking separators and the other changes newline-mode packing semantics." + }, + { + "left": "pull_request:40874", + "right": "pull_request:49131", + "accept": false, + "reason": "iOS Liquid Glass/Dynamic Island UI work is unrelated to voice-note transcript placeholders." + }, + { + "left": "pull_request:66754", + "right": "pull_request:66770", + "accept": false, + "reason": "Undefined docs-link guarding and plugin message_sent messageId exposure are unrelated fixes." + }, + { + "left": "pull_request:53312", + "right": "pull_request:53865", + "accept": false, + "reason": "Both add bundled providers, but for different providers and different integration surfaces." + }, + { + "left": "pull_request:64907", + "right": "pull_request:67818", + "accept": false, + "reason": "Canonical tool-result hooks and WhatsApp QR login preflight/result codes are unrelated plugin/runtime changes." + }, + { + "left": "pull_request:64868", + "right": "pull_request:65398", + "accept": false, + "reason": "Provider-based pre-tool-call guardrails and Feishu groupPolicy registration are different domains." + }, + { + "left": "pull_request:66081", + "right": "pull_request:66537", + "accept": false, + "reason": "Codex output-last-message parsing and silent final-answer loss recovery are different behaviors and code paths." + }, + { + "left": "pull_request:64316", + "right": "pull_request:67706", + "accept": false, + "reason": "Session-reset MCP runtime cleanup and compaction-event emission during recovery are separate lifecycle fixes." + }, + { + "left": "pull_request:66184", + "right": "pull_request:68444", + "accept": false, + "reason": "Conversational reply-flattening reduction and Feishu mention auto-forwarding are unrelated message-processing changes." + }, + { + "left": "pull_request:66337", + "right": "pull_request:67080", + "accept": false, + "reason": "Startup warmup using provider hooks and gateway route-load narrowing are unrelated plugin-loading optimizations." + }, + { + "left": "pull_request:66007", + "right": "pull_request:68498", + "accept": false, + "reason": "Exa secretRef support and Matrix SDK import-path pinning are unrelated maintenance changes." + }, + { + "left": "pull_request:64842", + "right": "pull_request:66395", + "accept": false, + "reason": "TUI stale streaming status and Slack refresh-during-active-turn behavior are different UI/state management issues." + }, + { + "left": "pull_request:64301", + "right": "pull_request:68060", + "accept": false, + "reason": "Tool-name normalization and memory smart extraction are unrelated agent features." + }, + { + "left": "pull_request:66041", + "right": "pull_request:68612", + "accept": false, + "reason": "Telegram ack reactions and WhatsApp typing-indicator timing are unrelated chat-channel behaviors." + }, + { + "left": "pull_request:64559", + "right": "pull_request:68698", + "accept": false, + "reason": "Emitting message_received hooks and committing inbound dedupe are related to inbound handling, but they fix different stages of the flow." + }, + { + "left": "pull_request:66761", + "right": "pull_request:66770", + "accept": false, + "reason": "Provider.models shape guards and message_sent messageId exposure are unrelated plugin SDK fixes." + }, + { + "left": "pull_request:64301", + "right": "pull_request:68244", + "accept": false, + "reason": "Malformed tool-name normalization and adding a new file are entirely unrelated." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 2, + "component_count": 124, + "review_unit_index": 24, + "review_unit_count": 46, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-18915-528", + "nodes": [ + "pull_request:36050", + "pull_request:37050", + "pull_request:41809", + "pull_request:49131", + "pull_request:50483", + "pull_request:51011", + "pull_request:53360", + "pull_request:53369", + "pull_request:53715", + "pull_request:53841", + "pull_request:53850", + "pull_request:62008", + "pull_request:62846", + "pull_request:62894", + "pull_request:63615", + "pull_request:63636", + "pull_request:64650", + "pull_request:64720", + "pull_request:65006", + "pull_request:65016", + "pull_request:65606", + "pull_request:65800", + "pull_request:65979", + "pull_request:66007", + "pull_request:66156", + "pull_request:66169", + "pull_request:66233", + "pull_request:66277", + "pull_request:66364", + "pull_request:66447", + "pull_request:66537", + "pull_request:66547", + "pull_request:66583", + "pull_request:66910", + "pull_request:67276", + "pull_request:67326", + "pull_request:67380", + "pull_request:67569", + "pull_request:67660", + "pull_request:67677", + "pull_request:67892", + "pull_request:67894", + "pull_request:68339", + "pull_request:68366", + "pull_request:68444", + "pull_request:68514", + "pull_request:68612" + ], + "soft_pairs": [ + "pull_request:65016|pull_request:67677", + "pull_request:63636|pull_request:68612", + "pull_request:41809|pull_request:66583", + "pull_request:64650|pull_request:64720", + "pull_request:65979|pull_request:67894", + "pull_request:65606|pull_request:68514", + "pull_request:62894|pull_request:67276", + "pull_request:49131|pull_request:53841", + "pull_request:65800|pull_request:67569", + "pull_request:66156|pull_request:66169", + "pull_request:67660|pull_request:68366", + "pull_request:65016|pull_request:68444", + "pull_request:36050|pull_request:67380", + "pull_request:62008|pull_request:67326", + "pull_request:37050|pull_request:53715", + "pull_request:62846|pull_request:67569", + "pull_request:67276|pull_request:67677", + "pull_request:53369|pull_request:63615", + "pull_request:66277|pull_request:66547", + "pull_request:65006|pull_request:68514", + "pull_request:66233|pull_request:66447", + "pull_request:50483|pull_request:51011", + "pull_request:63636|pull_request:66537", + "pull_request:66007|pull_request:68339", + "pull_request:66364|pull_request:67892", + "pull_request:65800|pull_request:66277", + "pull_request:53360|pull_request:53850", + "pull_request:64650|pull_request:66910" + ], + "prepared_review_unit_hash": "1ccd93719a155e8c98519bf90ecc4587a50057536eb4463e413155d26cc59785", + "component_budget": { + "node_count": 528, + "item_count": 528, + "soft_pair_count": 1438, + "serialized_chars": 1672259, + "estimated_input_tokens": 418065, + "estimated_eval_tokens": 836386 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 28, + "serialized_chars": 106563, + "estimated_input_tokens": 26641, + "estimated_eval_tokens": 53538 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This cluster is not a 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"reason": "Silent voice-note placeholders and Google provider shape migration are unrelated changes." + }, + { + "left": "pull_request:65800", + "right": "pull_request:67569", + "accept": false, + "reason": "Wiki command runtime loading and gateway model-catalog cache population are different concerns." + }, + { + "left": "pull_request:66156", + "right": "pull_request:66169", + "accept": false, + "reason": "System-event history leak handling and iMessage attributed-echo normalization are separate issues." + }, + { + "left": "pull_request:67660", + "right": "pull_request:68366", + "accept": false, + "reason": "Windows OAuth launch behavior and Gemini CLI --yolo tool exposure are unrelated." + }, + { + "left": "pull_request:65016", + "right": "pull_request:68444", + "accept": false, + "reason": "Cron announce no-reply handling does not overlap with Feishu mention-forwarding behavior." + }, + { + "left": "pull_request:36050", + "right": "pull_request:67380", + "accept": false, + "reason": "Empty legacy param trimming and bundled-entry load diagnostics are different bug fixes." + }, + { + "left": "pull_request:62008", + "right": "pull_request:67326", + "accept": false, + "reason": "Audio multipart filename preservation and image runtime headers are unrelated media-path fixes." + }, + { + "left": "pull_request:37050", + "right": "pull_request:53715", + "accept": false, + "reason": "Telegram media-caption HTML fallback is unrelated to message-tool schema optionality." + }, + { + "left": "pull_request:62846", + "right": "pull_request:67569", + "accept": false, + "reason": "Enabling speech plugins by default and gateway model-catalog caching are unrelated changes." + }, + { + "left": "pull_request:67276", + "right": "pull_request:67677", + "accept": false, + "reason": "Edit mismatch guidance and cron get-path inspection solve different user problems." + }, + { + "left": "pull_request:53369", + "right": "pull_request:63615", + "accept": false, + "reason": "Both touch WhatsApp, but outbound @mentions and inbound sender/reply logging are different features." + }, + { + "left": "pull_request:66277", + "right": "pull_request:66547", + "accept": false, + "reason": "Bundled channel-load guarding and reply threading behavior are unrelated code paths." + }, + { + "left": "pull_request:65006", + "right": "pull_request:68514", + "accept": false, + "reason": "Disabling bootstrap injection and Feishu URL boundary handling do not share a bug or fix." + }, + { + "left": "pull_request:66233", + "right": "pull_request:66447", + "accept": false, + "reason": "Provider-hook incomplete-turn recovery and transcript replay synthetic repair aliases are different replay problems." + }, + { + "left": "pull_request:50483", + "right": "pull_request:51011", + "accept": false, + "reason": "iOS chat streaming/session flow and privacy/access settings are unrelated UI changes." + }, + { + "left": "pull_request:53360", + "right": "pull_request:53850", + "accept": false, + "reason": "A server upgrade helper/token env var PR is unrelated to session-status thinkingDefault display." + }, + { + "left": "pull_request:66007", + "right": "pull_request:68339", + "accept": false, + "reason": "Exa secretRef support and NVIDIA onboarding/NIM docs are not the same change." + }, + { + "left": "pull_request:66364", + "right": "pull_request:67892", + "accept": false, + "reason": "Shipping a runtime sidecar and explaining missing bundled deps are different build/loader fixes." + }, + { + "left": "pull_request:65800", + "right": "pull_request:66277", + "accept": false, + "reason": "Wiki command plugin loading and bundled channel guard logic are unrelated." + }, + { + "left": "pull_request:64650", + "right": "pull_request:66910", + "accept": false, + "reason": "Telegram channel prompts and early receive-hook media exposure are different features." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 2, + "component_count": 124, + "review_unit_index": 25, + "review_unit_count": 46, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-18915-528", + "nodes": [ + "pull_request:36504", + "pull_request:53360", + "pull_request:53367", + "pull_request:53528", + "pull_request:62417", + "pull_request:62895", + "pull_request:63418", + "pull_request:63636", + "pull_request:63906", + "pull_request:64123", + "pull_request:64718", + "pull_request:64736", + "pull_request:64842", + "pull_request:65575", + "pull_request:65670", + "pull_request:65800", + "pull_request:65969", + "pull_request:66007", + "pull_request:66023", + "pull_request:66062", + "pull_request:66067", + "pull_request:66098", + "pull_request:66168", + "pull_request:66221", + "pull_request:66233", + "pull_request:66337", + "pull_request:66594", + "pull_request:66754", + "pull_request:66777", + "pull_request:66808", + "pull_request:67036", + "pull_request:67080", + "pull_request:67137", + "pull_request:67276", + "pull_request:67290", + "pull_request:67360", + "pull_request:67443", + "pull_request:67601", + "pull_request:67669", + "pull_request:67706", + "pull_request:67820", + "pull_request:67894", + "pull_request:67948", + "pull_request:67981", + "pull_request:68063", + "pull_request:68136", + "pull_request:68298", + "pull_request:68681" + ], + "soft_pairs": [ + "pull_request:62895|pull_request:67443", + "pull_request:65575|pull_request:67036", + "pull_request:66023|pull_request:68063", + "pull_request:63636|pull_request:67137", + "pull_request:66337|pull_request:68298", + "pull_request:53367|pull_request:53528", + "pull_request:65800|pull_request:66221", + "pull_request:66233|pull_request:67706", + "pull_request:53360|pull_request:67360", + "pull_request:66098|pull_request:67290", + "pull_request:66062|pull_request:67820", + "pull_request:67276|pull_request:68136", + "pull_request:63906|pull_request:67894", + "pull_request:65800|pull_request:67080", + "pull_request:65800|pull_request:66337", + "pull_request:66067|pull_request:66098", + "pull_request:36504|pull_request:65670", + "pull_request:66754|pull_request:66777", + "pull_request:63418|pull_request:64736", + "pull_request:66007|pull_request:66808", + "pull_request:64842|pull_request:66594", + "pull_request:67669|pull_request:67948", + "pull_request:67820|pull_request:67981", + "pull_request:66221|pull_request:67601", + "pull_request:67981|pull_request:68681", + "pull_request:65800|pull_request:65969", + "pull_request:64123|pull_request:64718", + "pull_request:62417|pull_request:66168" + ], + "prepared_review_unit_hash": "9b029a762c33f97fb2f594568ff5f304649d9679358a54b15280f43b641bce83", + "component_budget": { + "node_count": 528, + "item_count": 528, + "soft_pair_count": 1438, + "serialized_chars": 1672259, + "estimated_input_tokens": 418065, + "estimated_eval_tokens": 836386 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 28, + "serialized_chars": 115219, + "estimated_input_tokens": 28805, + "estimated_eval_tokens": 57866 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This cluster is a grab-bag of unrelated open PRs across agents, gateway, UI, plugins, and tooling. The soft-similarity pairs share broad subsystems or wording, but not the same underlying bug/change, so I reject all soft edges and do not treat any item as a duplicate target.", + "confidence": 0.96, + "canonical_issue_reason": null, + "canonical_pr_reason": "No single canonical PR: the items span distinct features and fixes with no accepted duplicate chain connecting them.", + "best_issue_reason": null, + "best_pr_reason": "No best PR: even the closest pairs fix different code paths, so none is a safe representative for a duplicate cluster.", + "soft_edge_verdicts": [ + { + "left": "pull_request:62895", + "right": "pull_request:67443", + "accept": false, + "reason": "Both touch status/model-related code, but one preserves config context in deep status while the other shares model resolution and activation defaults; different bugs." + }, + { + "left": "pull_request:65575", + "right": "pull_request:67036", + "accept": false, + "reason": "Both are chat UI changes, but one pauses live announcements during streaming and the other filters leaked transcript rows; separate user-visible issues." + }, + { + "left": "pull_request:66023", + "right": "pull_request:68063", + "accept": false, + "reason": "Custom cron job IDs and ACP conversation-id normalization are unrelated changes despite both involving job/session plumbing." + }, + { + "left": "pull_request:63636", + "right": "pull_request:67137", + "accept": false, + "reason": "Token-estimation guarding in compaction and trim-error handling in channel setup are different failure modes in different subsystems." + }, + { + "left": "pull_request:66337", + "right": "pull_request:68298", + "accept": false, + "reason": "Startup warmup provider hooks and Discord bot-identity fail-closed logic are not the same code-path problem." + }, + { + "left": "pull_request:53367", + "right": "pull_request:53528", + "accept": false, + "reason": "One invalidates stale auth-profile snapshots; the other watches jobs.json for external changes. Similar cache theme, different stores and triggers." + }, + { + "left": "pull_request:65800", + "right": "pull_request:66221", + "accept": false, + "reason": "Wiki-command plugin loading and WhatsApp plugin assembly centralization are unrelated refactors in different extension surfaces." + }, + { + "left": "pull_request:66233", + "right": "pull_request:67706", + "accept": false, + "reason": "Both concern embedded-run recovery behavior, but one moves incomplete-turn recovery behind provider hooks while the other emits compaction events during overflow/timeout recovery." + }, + { + "left": "pull_request:53360", + "right": "pull_request:67360", + "accept": false, + "reason": "An env-var/upgrade helper script and a Telegram config-read bug are entirely unrelated." + }, + { + "left": "pull_request:66098", + "right": "pull_request:67290", + "accept": false, + "reason": "Chat defaults behavior and duplicate usage-page header removal are separate UI concerns with no shared underlying bug." + }, + { + "left": "pull_request:66062", + "right": "pull_request:67820", + "accept": false, + "reason": "Windows task parsing and WhatsApp QR/runtime-warning preservation are unrelated code paths." + }, + { + "left": "pull_request:67276", + "right": "pull_request:68136", + "accept": false, + "reason": "Tool-warning wording for edit mismatches and sink-level log redaction address different problems in different layers." + }, + { + "left": "pull_request:63906", + "right": "pull_request:67894", + "accept": false, + "reason": "WSL native ELF execution handling and optional bundled-runtime-dep repair behavior are different installation/runtime issues." + }, + { + "left": "pull_request:65800", + "right": "pull_request:67080", + "accept": false, + "reason": "Both mention plugin loading, but one is about wiki commands and the other narrows gateway route loads from manifests; not the same fix." + }, + { + "left": "pull_request:65800", + "right": "pull_request:66337", + "accept": false, + "reason": "Wiki command runtime plugin loading and startup warmup provider hooks are unrelated gateway behaviors." + }, + { + "left": "pull_request:66067", + "right": "pull_request:66098", + "accept": false, + "reason": "Thinking-fragment spacing in TUI formatter and effective chat defaults in web UI are separate chat-layer changes." + }, + { + "left": "pull_request:36504", + "right": "pull_request:65670", + "accept": false, + "reason": "Fallback when system.run.prepare is unavailable and keeping vite-plus companion bin on PATH are unrelated tooling fixes." + }, + { + "left": "pull_request:66754", + "right": "pull_request:66777", + "accept": false, + "reason": "Undefined-path guarding in terminal docs links and allowPrivateNetwork precedence for transcription providers do not share an underlying bug." + }, + { + "left": "pull_request:63418", + "right": "pull_request:64736", + "accept": false, + "reason": "Session settings default display and slash autocomplete command-catalog loading are different UI features, not one duplicate issue." + }, + { + "left": "pull_request:66007", + "right": "pull_request:66808", + "accept": false, + "reason": "SecretRef support for exa web search keys and ZeroEntropy embedding support are both provider-related, but they change different integrations." + }, + { + "left": "pull_request:64842", + "right": "pull_request:66594", + "accept": false, + "reason": "Stale streaming-status cleanup and registering chat runs on agent start are related to run lifecycle but fix different symptoms and code paths." + }, + { + "left": "pull_request:67669", + "right": "pull_request:67948", + "accept": false, + "reason": "Adding a custom-test CLI command and adding a new provider are separate feature PRs with no duplicate relationship." + }, + { + "left": "pull_request:67820", + "right": "pull_request:67981", + "accept": false, + "reason": "WhatsApp QR/runtime warning preservation and preferred live channel logout are different WhatsApp/CLI behaviors." + }, + { + "left": "pull_request:66221", + "right": "pull_request:67601", + "accept": false, + "reason": "Centralizing WhatsApp plugin assembly and stopping memory-core dreaming from promoting transport metadata are unrelated changes." + }, + { + "left": "pull_request:67981", + "right": "pull_request:68681", + "accept": false, + "reason": "Live channel logout preference and suppressing dreaming cleanup scope warnings are distinct fixes in different flows." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 2, + "component_count": 124, + "review_unit_index": 26, + "review_unit_count": 46, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-18915-528", + "nodes": [ + "pull_request:33237", + "pull_request:36050", + "pull_request:37422", + "pull_request:37507", + "pull_request:53681", + "pull_request:62895", + "pull_request:63338", + "pull_request:63636", + "pull_request:64316", + "pull_request:65006", + "pull_request:65622", + "pull_request:65772", + "pull_request:65833", + "pull_request:66063", + "pull_request:66081", + "pull_request:66169", + "pull_request:66214", + "pull_request:66275", + "pull_request:66322", + "pull_request:66329", + "pull_request:66364", + "pull_request:66425", + "pull_request:66715", + "pull_request:66742", + "pull_request:66754", + "pull_request:66755", + "pull_request:66777", + "pull_request:66889", + "pull_request:66910", + "pull_request:66943", + "pull_request:67036", + "pull_request:67080", + "pull_request:67535", + "pull_request:67589", + "pull_request:67601", + "pull_request:67647", + "pull_request:67650", + "pull_request:67664", + "pull_request:67693", + "pull_request:67982", + "pull_request:68136", + "pull_request:68444", + "pull_request:68460", + "pull_request:68498", + "pull_request:68597", + "pull_request:68685", + "pull_request:68813", + "pull_request:68844" + ], + "soft_pairs": [ + "pull_request:65772|pull_request:66081", + "pull_request:65622|pull_request:68136", + "pull_request:37422|pull_request:66425", + "pull_request:66755|pull_request:66777", + "pull_request:66081|pull_request:66910", + "pull_request:63636|pull_request:66063", + "pull_request:67535|pull_request:67650", + "pull_request:33237|pull_request:36050", + "pull_request:64316|pull_request:67982", + "pull_request:62895|pull_request:68597", + "pull_request:66275|pull_request:66715", + "pull_request:66322|pull_request:68844", + "pull_request:66742|pull_request:67693", + "pull_request:66364|pull_request:68498", + "pull_request:66169|pull_request:68444", + "pull_request:66943|pull_request:68460", + "pull_request:67647|pull_request:67664", + "pull_request:66889|pull_request:68136", + "pull_request:68685|pull_request:68813", + "pull_request:65833|pull_request:67080", + "pull_request:66754|pull_request:66755", + "pull_request:37507|pull_request:66214", + "pull_request:67036|pull_request:67601", + "pull_request:65006|pull_request:67589", + "pull_request:36050|pull_request:53681", + "pull_request:63338|pull_request:66329" + ], + "prepared_review_unit_hash": "cff39430e7e970e5d436389f341ca1ef177dd5e0ae99e9b0bdde76821aa3a21f", + "component_budget": { + "node_count": 528, + "item_count": 528, + "soft_pair_count": 1438, + "serialized_chars": 1672259, + "estimated_input_tokens": 418065, + "estimated_eval_tokens": 836386 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 26, + "serialized_chars": 105889, + "estimated_input_tokens": 26473, + "estimated_eval_tokens": 53202 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This cluster is a broad embedding-based mix of unrelated PRs across many subsystems. I don\u2019t see a single underlying bug/change tying the set together, so I would not merge any of the soft edges.", + "confidence": 0.96, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": null, + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "pull_request:65772", + "right": "pull_request:66081", + "accept": false, + "reason": "Different problems: nodes list/status fallback behavior vs Codex CLI JSONL message extraction. No shared code path or mergeable fix." + }, + { + "left": "pull_request:65622", + "right": "pull_request:68136", + "accept": false, + "reason": "Different subsystems and bugs: preflight compaction reevaluation vs logging redaction gate. Similar \u201cfix\u201d framing only." + }, + { + "left": "pull_request:37422", + "right": "pull_request:66425", + "accept": false, + "reason": "Both add provider support, but for different providers and integrations. Not the same change or bug." + }, + { + "left": "pull_request:66755", + "right": "pull_request:66777", + "accept": false, + "reason": "Unrelated logic: silent NO_REPLY detection in auto-reply vs private-network request policy for transcription providers." + }, + { + "left": "pull_request:66081", + "right": "pull_request:66910", + "accept": false, + "reason": "Codex CLI output parsing and inbound media hook exposure are unrelated feature areas with no common bug." + }, + { + "left": "pull_request:63636", + "right": "pull_request:66063", + "accept": false, + "reason": "Compaction token-estimation guard vs cron startup state handling are separate runtime paths and separate failures." + }, + { + "left": "pull_request:67535", + "right": "pull_request:67650", + "accept": false, + "reason": "CLI downgrade copy fix vs Slack docs example update; one is UI text, the other documentation only." + }, + { + "left": "pull_request:33237", + "right": "pull_request:36050", + "accept": false, + "reason": "Skills-dir validation and empty legacy param handling are different bugs in different modules." + }, + { + "left": "pull_request:64316", + "right": "pull_request:67982", + "accept": false, + "reason": "Session reset cleanup in agent runner vs approval error text clarification are unrelated." + }, + { + "left": "pull_request:62895", + "right": "pull_request:68597", + "accept": false, + "reason": "Preserving config context in status deep vs symlink escape blocking in memory_get are distinct memory-related issues, not the same fix." + }, + { + "left": "pull_request:66275", + "right": "pull_request:66715", + "accept": false, + "reason": "Both concern model/provider catalogs, but they add different providers and different catalog behavior." + }, + { + "left": "pull_request:66322", + "right": "pull_request:68844", + "accept": false, + "reason": "Thinking-block spacing and newline-mode chunk packing are separate text-formatting behaviors with different outputs." + }, + { + "left": "pull_request:66742", + "right": "pull_request:67693", + "accept": false, + "reason": "Message_sent hook API export vs blank option labels in setup prompts are unrelated." + }, + { + "left": "pull_request:66364", + "right": "pull_request:68498", + "accept": false, + "reason": "Shipping a runtime sidecar and pinning a matrix-js-sdk import path are different build/runtime concerns." + }, + { + "left": "pull_request:66169", + "right": "pull_request:68444", + "accept": false, + "reason": "Attributed iMessage echo normalization and Feishu mention forwarding are unrelated channel-specific changes." + }, + { + "left": "pull_request:66943", + "right": "pull_request:68460", + "accept": false, + "reason": "Different new providers (SenseAudio vs Tencent) and different code paths; not duplicate work." + }, + { + "left": "pull_request:67647", + "right": "pull_request:67664", + "accept": false, + "reason": "Both mention context tokens, but one fixes summary display and the other persistence of fallback tokens. Different bugs and merge scopes." + }, + { + "left": "pull_request:66889", + "right": "pull_request:68136", + "accept": false, + "reason": "Telegram polling transport fix vs log redaction gate are unrelated." + }, + { + "left": "pull_request:68685", + "right": "pull_request:68813", + "accept": false, + "reason": "Legacy-config migration cleanup and comfy provider validation are separate config issues." + }, + { + "left": "pull_request:65833", + "right": "pull_request:67080", + "accept": false, + "reason": "SecretRef target registration and gateway route-load narrowing are unrelated changes." + }, + { + "left": "pull_request:66754", + "right": "pull_request:66755", + "accept": false, + "reason": "Undefined-path guarding in terminal links and silent NO_REPLY reasoning detection do not touch the same bug." + }, + { + "left": "pull_request:37507", + "right": "pull_request:66214", + "accept": false, + "reason": "Session binding exports vs restoring stringEnum export are different plugin-sdk surface changes." + }, + { + "left": "pull_request:65006", + "right": "pull_request:67589", + "accept": false, + "reason": "Context-injection toggle for bootstrap files and reload timestamp filtering are unrelated behaviors." + }, + { + "left": "pull_request:36050", + "right": "pull_request:53681", + "accept": false, + "reason": "Legacy channel param trimming vs video-generation infrastructure are unrelated features." + }, + { + "left": "pull_request:63338", + "right": "pull_request:66329", + "accept": false, + "reason": "Both touch multi-account config, but for different products and different requirements; not the same underlying bug." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 2, + "component_count": 124, + "review_unit_index": 27, + "review_unit_count": 46, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-18915-528", + "nodes": [ + "pull_request:33237", + "pull_request:36050", + "pull_request:36420", + "pull_request:53681", + "pull_request:53738", + "pull_request:53904", + "pull_request:63633", + "pull_request:63656", + "pull_request:64518", + "pull_request:64718", + "pull_request:64736", + "pull_request:64782", + "pull_request:64842", + "pull_request:65003", + "pull_request:65023", + "pull_request:65330", + "pull_request:65609", + "pull_request:65648", + "pull_request:65969", + "pull_request:66023", + "pull_request:66041", + "pull_request:66098", + "pull_request:66149", + "pull_request:66169", + "pull_request:66184", + "pull_request:66305", + "pull_request:66321", + "pull_request:66329", + "pull_request:66331", + "pull_request:66395", + "pull_request:66526", + "pull_request:66547", + "pull_request:66755", + "pull_request:66770", + "pull_request:66808", + "pull_request:66966", + "pull_request:67037", + "pull_request:67300", + "pull_request:67304", + "pull_request:67443", + "pull_request:67569", + "pull_request:67589", + "pull_request:67693", + "pull_request:67820", + "pull_request:68424", + "pull_request:68498", + "pull_request:68573", + "pull_request:68710" + ], + "soft_pairs": [ + "pull_request:65969|pull_request:68498", + "pull_request:66395|pull_request:68710", + "pull_request:64782|pull_request:64842", + "pull_request:65648|pull_request:68710", + "pull_request:67304|pull_request:67589", + "pull_request:36420|pull_request:53681", + "pull_request:63633|pull_request:66966", + "pull_request:66526|pull_request:66808", + "pull_request:66395|pull_request:67037", + "pull_request:64736|pull_request:66329", + "pull_request:36050|pull_request:53904", + "pull_request:33237|pull_request:36420", + "pull_request:36050|pull_request:53738", + "pull_request:65003|pull_request:67693", + "pull_request:66098|pull_request:67569", + "pull_request:66169|pull_request:66184", + "pull_request:66041|pull_request:66547", + "pull_request:64518|pull_request:65330", + "pull_request:66321|pull_request:67820", + "pull_request:66149|pull_request:66331", + "pull_request:65023|pull_request:68424", + "pull_request:64782|pull_request:66305", + "pull_request:63656|pull_request:66023", + "pull_request:67300|pull_request:68573", + "pull_request:65609|pull_request:68498", + "pull_request:66755|pull_request:66770", + "pull_request:64718|pull_request:67443" + ], + "prepared_review_unit_hash": "b56788dba0a4fd1f97c52d1b0c92fd2b91c4aea41e0853b817f344cc7ffd4945", + "component_budget": { + "node_count": 528, + "item_count": 528, + "soft_pair_count": 1438, + "serialized_chars": 1672259, + "estimated_input_tokens": 418065, + "estimated_eval_tokens": 836386 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 27, + "serialized_chars": 111710, + "estimated_input_tokens": 27928, + "estimated_eval_tokens": 56112 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This cluster is mostly a grab bag of unrelated PRs that only look similar at a high level. I found one plausible duplicate pair around stale model override clearing in /new and /reset; the rest should stay separate.", + "confidence": 0.89, + "canonical_issue_reason": null, + "canonical_pr_reason": "PR 64518 is the broader, more complete representative of the override-reset bug: it explicitly links the issue and clears both model/provider overrides, while 65330 is a narrower follow-up around the same reset path.", + "best_issue_reason": null, + "best_pr_reason": "PR 64518 is the strongest overall representative here because it has the clearest bug framing, the broadest fix in the shared reset flow, and the explicit issue reference.", + "soft_edge_verdicts": [ + { + "left": "pull_request:65969", + "right": "pull_request:68498", + "accept": false, + "reason": "Different features: QR runtime replacement vs Matrix SDK import pinning." + }, + { + "left": "pull_request:66395", + "right": "pull_request:68710", + "accept": false, + "reason": "Different guardrails in different products; both are about access control, but not the same code path or bug." + }, + { + "left": "pull_request:64782", + "right": "pull_request:64842", + "accept": false, + "reason": "Both touch chat/session behavior, but one restores Codex history imports and the other clears stale streaming status; unrelated bugs." + }, + { + "left": "pull_request:65648", + "right": "pull_request:68710", + "accept": false, + "reason": "Mattermost slash-command hardening vs Discord guild guard enforcement; different integrations and failure modes." + }, + { + "left": "pull_request:67304", + "right": "pull_request:67589", + "accept": false, + "reason": "Jiti cache configuration and config reload path filtering are unrelated changes." + }, + { + "left": "pull_request:36420", + "right": "pull_request:53681", + "accept": false, + "reason": "A tiny params-normalization fix vs a large video-generation infrastructure feature; no shared underlying bug." + }, + { + "left": "pull_request:63633", + "right": "pull_request:66966", + "accept": false, + "reason": "Proxy transport support and MCP streamable-http header handling are separate networking fixes." + }, + { + "left": "pull_request:66526", + "right": "pull_request:66808", + "accept": false, + "reason": "KlingAI provider addition and ZeroEntropy embeddings are unrelated feature sets." + }, + { + "left": "pull_request:66395", + "right": "pull_request:67037", + "accept": false, + "reason": "Both mention refresh/reload behavior, but they target different UI flows and different concrete failures." + }, + { + "left": "pull_request:64736", + "right": "pull_request:66329", + "accept": false, + "reason": "Slash autocomplete catalog loading and Discord skill config recognition are unrelated subsystems." + }, + { + "left": "pull_request:36050", + "right": "pull_request:53904", + "accept": false, + "reason": "Legacy channel-target param trimming and doctor-memory warning behavior are unrelated bugs." + }, + { + "left": "pull_request:33237", + "right": "pull_request:36420", + "accept": false, + "reason": "Skills-dir detection and empty-string alias normalization are different path-resolution bugs." + }, + { + "left": "pull_request:36050", + "right": "pull_request:53738", + "accept": false, + "reason": "Channel-target cleanup vs media-tool baseUrl override; no overlap beyond broad infra scope." + }, + { + "left": "pull_request:65003", + "right": "pull_request:67693", + "accept": false, + "reason": "Cron state normalization and blank prompt-label handling are unrelated." + }, + { + "left": "pull_request:66098", + "right": "pull_request:67569", + "accept": false, + "reason": "Effective chat defaults and gateway model-catalog cache population solve different model-selection issues." + }, + { + "left": "pull_request:66169", + "right": "pull_request:66184", + "accept": false, + "reason": "iMessage echo-prefix normalization and conversational reply-flattening are distinct content-processing changes." + }, + { + "left": "pull_request:66041", + "right": "pull_request:66547", + "accept": false, + "reason": "Telegram ack-reaction behavior and reply-threading defaults are unrelated reply-routing changes." + }, + { + "left": "pull_request:64518", + "right": "pull_request:65330", + "accept": true, + "reason": "Both fix stale model override clearing in the /new and /reset session flows; 65330 looks like a narrower edge-case completion of the same bug." + }, + { + "left": "pull_request:66321", + "right": "pull_request:67820", + "accept": false, + "reason": "macOS health-status fallback logic and WhatsApp QR reuse/runtime warnings are unrelated." + }, + { + "left": "pull_request:66149", + "right": "pull_request:66331", + "accept": false, + "reason": "Memory-wiki vault templating and per-agent speech overrides are separate feature additions." + }, + { + "left": "pull_request:65023", + "right": "pull_request:68424", + "accept": false, + "reason": "Google GenAI provider/auth work and web-search SecretRef compatibility are unrelated." + }, + { + "left": "pull_request:64782", + "right": "pull_request:66305", + "accept": false, + "reason": "Codex chat history import and model-catalog empty-cache behavior are different gateway/agent concerns." + }, + { + "left": "pull_request:63656", + "right": "pull_request:66023", + "accept": false, + "reason": "/acp lifecycle handling and custom cron job IDs are unrelated command features." + }, + { + "left": "pull_request:67300", + "right": "pull_request:68573", + "accept": false, + "reason": "Minimax host injection hardening and webhook secret re-resolution are separate security fixes." + }, + { + "left": "pull_request:65609", + "right": "pull_request:68498", + "accept": false, + "reason": "Target-resolver test unblocking and Matrix SDK subpath pinning are unrelated test/build fixes." + }, + { + "left": "pull_request:66755", + "right": "pull_request:66770", + "accept": false, + "reason": "Silent NO_REPLY detection and plugin message_sent payload changes are different hook-level changes." + }, + { + "left": "pull_request:64718", + "right": "pull_request:67443", + "accept": false, + "reason": "Exec-approval defaults for non-owners and model-resolution/session-activation defaults are unrelated policy changes." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet and stays conservative. The one accepted soft-edge pair, pull_request:64518 vs pull_request:65330, is supported by the titles/diffs as the same /new and /reset override-clearing bug, with 64518 clearly broader because it clears both model and provider overrides and has the explicit issue link. The remaining pairwise rejections are generally cautious and do not overstate mergeability." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 2, + "component_count": 124, + "review_unit_index": 28, + "review_unit_count": 46, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-18915-528", + "nodes": [ + "pull_request:36420", + "pull_request:53528", + "pull_request:53841", + "pull_request:53904", + "pull_request:62846", + "pull_request:62894", + "pull_request:62895", + "pull_request:63596", + "pull_request:64328", + "pull_request:64736", + "pull_request:64811", + "pull_request:64842", + "pull_request:65262", + "pull_request:65398", + "pull_request:65648", + "pull_request:65772", + "pull_request:65833", + "pull_request:65855", + "pull_request:66023", + "pull_request:66041", + "pull_request:66110", + "pull_request:66305", + "pull_request:66337", + "pull_request:66594", + "pull_request:66673", + "pull_request:66709", + "pull_request:66715", + "pull_request:66753", + "pull_request:66754", + "pull_request:66819", + "pull_request:66889", + "pull_request:66910", + "pull_request:66966", + "pull_request:67037", + "pull_request:67326", + "pull_request:67569", + "pull_request:67589", + "pull_request:67660", + "pull_request:67665", + "pull_request:67669", + "pull_request:67788", + "pull_request:67892", + "pull_request:67894", + "pull_request:68107", + "pull_request:68416", + "pull_request:68460", + "pull_request:68498", + "pull_request:68612" + ], + "soft_pairs": [ + "pull_request:66889|pull_request:66910", + "pull_request:65262|pull_request:67788", + "pull_request:64842|pull_request:67037", + "pull_request:62846|pull_request:68416", + "pull_request:66305|pull_request:68612", + "pull_request:66337|pull_request:66709", + "pull_request:66594|pull_request:67569", + "pull_request:66889|pull_request:67660", + "pull_request:67892|pull_request:68498", + "pull_request:65648|pull_request:66966", + "pull_request:65772|pull_request:66110", + "pull_request:63596|pull_request:66819", + "pull_request:66041|pull_request:68107", + "pull_request:53841|pull_request:62895", + "pull_request:64811|pull_request:68460", + "pull_request:64328|pull_request:67665", + "pull_request:66673|pull_request:67894", + "pull_request:36420|pull_request:53904", + "pull_request:67326|pull_request:67669", + "pull_request:64736|pull_request:66715", + "pull_request:66753|pull_request:66754", + "pull_request:65833|pull_request:65855", + "pull_request:66023|pull_request:67669", + "pull_request:53528|pull_request:67589", + "pull_request:62894|pull_request:65398" + ], + "prepared_review_unit_hash": "e4c2935376e2694c519243e8957e45e242f78f061af6785a2e51fa79069b1d00", + "component_budget": { + "node_count": 528, + "item_count": 528, + "soft_pair_count": 1438, + "serialized_chars": 1672259, + "estimated_input_tokens": 418065, + "estimated_eval_tokens": 836386 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 25, + "serialized_chars": 106142, + "estimated_input_tokens": 26536, + "estimated_eval_tokens": 53328 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This is a highly heterogeneous cluster of unrelated PRs across many subsystems. The soft edges mostly share only broad themes, filenames like CHANGELOG/docs, or generic verbs like \"fix\"/\"preserve\" rather than the same concrete bug or change, so none should be merged as duplicates.", + "confidence": 0.99, + "canonical_issue_reason": null, + "canonical_pr_reason": "No single PR cleanly represents this cluster as a duplicate group; the items are too unrelated. If forced to pick one anchor, 66594 is the most concrete standalone runtime bug fix with an explicit issue link.", + "best_issue_reason": null, + "best_pr_reason": "66594 is the strongest standalone PR here: it has a clear runtime behavior change, explicit issue linkage, and a concrete code-path fix. It is not a duplicate of the others, but it is the best representative if one must be chosen.", + "soft_edge_verdicts": [ + { + "left": "pull_request:66889", + "right": "pull_request:66910", + "accept": false, + "reason": "Telegram HTTP/2 polling transport vs early receive-hook media exposure are unrelated fixes in different layers." + }, + { + "left": "pull_request:65262", + "right": "pull_request:67788", + "accept": false, + "reason": "Clarifying CLI slash command semantics is unrelated to improving top-level CLI help and gateway guidance." + }, + { + "left": "pull_request:64842", + "right": "pull_request:67037", + "accept": false, + "reason": "Both touch chat lifecycle/UI state, but one fixes stale TUI streaming status and the other skips session reloads during active chat; different bugs and code paths." + }, + { + "left": "pull_request:62846", + "right": "pull_request:68416", + "accept": false, + "reason": "Adding default speech-provider plugin registration is unrelated to adaptive thinking/model compatibility for Claude 4.7+." + }, + { + "left": "pull_request:66305", + "right": "pull_request:68612", + "accept": false, + "reason": "Briefly caching empty model catalogs and starting WhatsApp typing are unrelated behaviors." + }, + { + "left": "pull_request:66337", + "right": "pull_request:66709", + "accept": false, + "reason": "Startup warmup provider-hook behavior and opencode-go glm-5.1 catalog support do not fix the same underlying problem." + }, + { + "left": "pull_request:66594", + "right": "pull_request:67569", + "accept": false, + "reason": "Both involve gateway/model infrastructure, but one fixes chat-run registration and warmup hooks while the other populates a context-window cache; not the same bug." + }, + { + "left": "pull_request:66889", + "right": "pull_request:67660", + "accept": false, + "reason": "Telegram polling transport and MS Teams OAuth URL handling are unrelated; shared changelog presence is incidental." + }, + { + "left": "pull_request:67892", + "right": "pull_request:68498", + "accept": false, + "reason": "Explaining missing bundled runtime deps is unrelated to pinning a Matrix SDK import subpath." + }, + { + "left": "pull_request:65648", + "right": "pull_request:66966", + "accept": false, + "reason": "Mattermost slash callback hardening and MCP streamable-http Accept header handling are separate transport concerns." + }, + { + "left": "pull_request:65772", + "right": "pull_request:66110", + "accept": false, + "reason": "Nodes list/status fallback logic and root log-file overrides are unrelated CLI behaviors." + }, + { + "left": "pull_request:63596", + "right": "pull_request:66819", + "accept": false, + "reason": "Outbound message send semantics and nested Claude JSON unwrapping are different fixes in different parsing/output paths." + }, + { + "left": "pull_request:66041", + "right": "pull_request:68107", + "accept": false, + "reason": "Telegram ack-reaction scope handling and Feishu reasoning-level rendering are unrelated channel-specific fixes." + }, + { + "left": "pull_request:53841", + "right": "pull_request:62895", + "accept": false, + "reason": "Google provider migration shape preservation and memory-search config context preservation are unrelated despite both being compatibility-style fixes." + }, + { + "left": "pull_request:64811", + "right": "pull_request:68460", + "accept": false, + "reason": "Bluesky and Tencent are separate provider additions; this is not one duplicate change." + }, + { + "left": "pull_request:64328", + "right": "pull_request:67665", + "accept": false, + "reason": "QQbot voice media typing and Discord prefixed conversation-id normalization fix different code paths and bugs." + }, + { + "left": "pull_request:66673", + "right": "pull_request:67894", + "accept": false, + "reason": "Adding a doctor probe for memory-core and fixing optional bundled runtime deps are separate doctor-related changes, not the same defect." + }, + { + "left": "pull_request:36420", + "right": "pull_request:53904", + "accept": false, + "reason": "Tool-parameter alias normalization and Ollama memory-search warning suppression are unrelated." + }, + { + "left": "pull_request:67326", + "right": "pull_request:67669", + "accept": false, + "reason": "Image runtime header handling and a custom models CLI subcommand are unrelated changes." + }, + { + "left": "pull_request:64736", + "right": "pull_request:66715", + "accept": false, + "reason": "Loading runtime command catalog for autocomplete and adding opencode-go minimax catalog support do not address the same bug." + }, + { + "left": "pull_request:66753", + "right": "pull_request:66754", + "accept": false, + "reason": "Corepack-aware pre-commit hook execution and guarding formatDocsLink against undefined input are unrelated." + }, + { + "left": "pull_request:65833", + "right": "pull_request:65855", + "accept": false, + "reason": "Adding an Exa SecretRef target and updating guardrails/labeler for qqbot/synology-chat are different maintenance tasks." + }, + { + "left": "pull_request:66023", + "right": "pull_request:67669", + "accept": false, + "reason": "Custom cron job IDs and a models custom-test subcommand are separate CLI feature additions." + }, + { + "left": "pull_request:53528", + "right": "pull_request:67589", + "accept": false, + "reason": "Cron store file watching and gateway config reload path filtering are unrelated reload/watch mechanisms." + }, + { + "left": "pull_request:62894", + "right": "pull_request:65398", + "accept": false, + "reason": "Slack channel-ID case-insensitive matching and Feishu groupPolicy registration fixes are unrelated channel-specific behaviors." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 2, + "component_count": 124, + "review_unit_index": 29, + "review_unit_count": 46, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-18915-528", + "nodes": [ + "pull_request:37573", + "pull_request:49131", + "pull_request:53360", + "pull_request:53904", + "pull_request:62894", + "pull_request:63406", + "pull_request:63629", + "pull_request:63633", + "pull_request:63745", + "pull_request:64123", + "pull_request:64703", + "pull_request:64719", + "pull_request:64736", + "pull_request:65006", + "pull_request:65622", + "pull_request:65772", + "pull_request:65855", + "pull_request:66023", + "pull_request:66110", + "pull_request:66160", + "pull_request:66321", + "pull_request:66329", + "pull_request:66331", + "pull_request:66342", + "pull_request:66344", + "pull_request:66413", + "pull_request:66425", + "pull_request:66547", + "pull_request:66715", + "pull_request:66727", + "pull_request:66819", + "pull_request:66889", + "pull_request:66910", + "pull_request:67137", + "pull_request:67231", + "pull_request:67268", + "pull_request:67374", + "pull_request:67443", + "pull_request:67447", + "pull_request:67589", + "pull_request:67665", + "pull_request:67669", + "pull_request:67848", + "pull_request:68325", + "pull_request:68450", + "pull_request:68460", + "pull_request:68573", + "pull_request:68698" + ], + "soft_pairs": [ + "pull_request:62894|pull_request:67443", + "pull_request:66321|pull_request:67665", + "pull_request:66715|pull_request:68460", + "pull_request:49131|pull_request:66331", + "pull_request:63633|pull_request:66321", + "pull_request:66160|pull_request:66425", + "pull_request:64719|pull_request:66331", + "pull_request:64703|pull_request:66413", + "pull_request:65006|pull_request:66344", + "pull_request:67848|pull_request:68573", + "pull_request:67268|pull_request:68450", + "pull_request:66547|pull_request:67443", + "pull_request:53360|pull_request:53904", + "pull_request:65772|pull_request:66321", + "pull_request:63629|pull_request:66023", + "pull_request:64123|pull_request:67443", + "pull_request:65622|pull_request:66547", + "pull_request:65622|pull_request:66910", + "pull_request:63406|pull_request:67268", + "pull_request:65622|pull_request:68698", + "pull_request:53360|pull_request:67447", + "pull_request:66547|pull_request:66889", + "pull_request:67669|pull_request:68325", + "pull_request:66342|pull_request:66344", + "pull_request:66727|pull_request:67374", + "pull_request:65855|pull_request:66329", + "pull_request:66110|pull_request:66413", + "pull_request:63745|pull_request:64736", + "pull_request:67231|pull_request:67589", + "pull_request:37573|pull_request:66425", + "pull_request:66819|pull_request:67137" + ], + "prepared_review_unit_hash": "85c8e9569fa3a1b3ec170f241039b3ef100dffc704ece28c2174c851db250663", + "component_budget": { + "node_count": 528, + "item_count": 528, + "soft_pair_count": 1438, + "serialized_chars": 1672259, + "estimated_input_tokens": 418065, + "estimated_eval_tokens": 836386 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 31, + "serialized_chars": 110814, + "estimated_input_tokens": 27704, + "estimated_eval_tokens": 55664 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This cluster is heterogeneous: the PRs touch unrelated features, bugs, and subsystems, with no evidence of a shared underlying change or duplicate pair.", + "confidence": 0.99, + "canonical_issue_reason": null, + "canonical_pr_reason": "No single PR stands out as a cluster canonical; the set spans unrelated provider, CLI, UI, gateway, and utility changes with no common code-path or fix.", + "best_issue_reason": null, + "best_pr_reason": "There is no good global PR representative here because the soft pairs are mostly false positives across distinct problems and code areas.", + "soft_edge_verdicts": [ + { + "left": "pull_request:62894", + "right": "pull_request:67443", + "accept": false, + "reason": "Slack channel-policy matching and model-context token resolution are unrelated subsystems with no shared bug." + }, + { + "left": "pull_request:66321", + "right": "pull_request:67665", + "accept": false, + "reason": "macOS health-state handling and Discord prefixed conversation IDs are distinct issues in different products." + }, + { + "left": "pull_request:66715", + "right": "pull_request:68460", + "accept": false, + "reason": "Both are provider additions, but for different providers and code paths; not the same change." + }, + { + "left": "pull_request:49131", + "right": "pull_request:66331", + "accept": false, + "reason": "Silent voice-note placeholder transcription and per-agent TTS/STT overrides solve different media/audio behaviors." + }, + { + "left": "pull_request:63633", + "right": "pull_request:66321", + "accept": false, + "reason": "Telegram SOCKS proxy support and macOS gateway health 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"pull_request:64123", + "right": "pull_request:67443", + "accept": false, + "reason": "Browser snapshot fallback logic and model-context resolution defaults are unrelated." + }, + { + "left": "pull_request:65622", + "right": "pull_request:66547", + "accept": false, + "reason": "Preflight compaction re-evaluation and reply threading are different auto-reply mechanisms." + }, + { + "left": "pull_request:65622", + "right": "pull_request:66910", + "accept": false, + "reason": "Compaction timing and early receive media exposure are unrelated." + }, + { + "left": "pull_request:63406", + "right": "pull_request:67268", + "accept": false, + "reason": "Gateway restart continuation handling and auto-fallback recovery are separate lifecycle problems." + }, + { + "left": "pull_request:65622", + "right": "pull_request:68698", + "accept": false, + "reason": "Preflight compaction and inbound dedupe commit behavior are unrelated fixes." + }, + { + "left": "pull_request:53360", + "right": "pull_request:67447", + "accept": false, + "reason": "System update helper scripting and bootstrap context injection defaults are unrelated." + }, + { + "left": "pull_request:66547", + "right": "pull_request:66889", + "accept": false, + "reason": "Reply threading and Telegram polling transport are unrelated." + }, + { + "left": "pull_request:67669", + "right": "pull_request:68325", + "accept": false, + "reason": "Custom provider test subcommand and Telegram inbound allowBots parity are unrelated." + }, + { + "left": "pull_request:66342", + "right": "pull_request:66344", + "accept": false, + "reason": "Slack auth-error shutdown and markdown table chunk protection are unrelated." + }, + { + "left": "pull_request:66727", + "right": "pull_request:67374", + "accept": false, + "reason": "Docs-link undefined path handling and setup-wizard undefined input handling are similar guard fixes but on different functions and flows." + }, + { + "left": "pull_request:65855", + "right": "pull_request:66329", + "accept": false, + "reason": "qqbot guardrails/labeler updates and Discord multi-account skill-status recognition are unrelated." + }, + { + "left": "pull_request:66110", + "right": "pull_request:66413", + "accept": false, + "reason": "Root log-file overrides and secret stdout parsing are unrelated configuration/runtime fixes." + }, + { + "left": "pull_request:63745", + "right": "pull_request:64736", + "accept": false, + "reason": "Timeout configuration centralization and slash-autocomplete command catalog loading are unrelated." + }, + { + "left": "pull_request:67231", + "right": "pull_request:67589", + "accept": false, + "reason": "A new skill package and a config-reload edge case are not the same underlying change." + }, + { + "left": "pull_request:37573", + "right": "pull_request:66425", + "accept": false, + "reason": "Custom API model auto-discovery and AstraFlow provider plugin work are separate provider implementations." + }, + { + "left": "pull_request:66819", + "right": "pull_request:67137", + "accept": false, + "reason": "Claude JSON unwrapping and optional-input trim handling are unrelated fixes." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 2, + "component_count": 124, + "review_unit_index": 30, + "review_unit_count": 46, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-18915-528", + "nodes": [ + "pull_request:36503", + "pull_request:36504", + "pull_request:53360", + "pull_request:53762", + "pull_request:53841", + "pull_request:62008", + "pull_request:63406", + "pull_request:63418", + "pull_request:64110", + "pull_request:64123", + "pull_request:64403", + "pull_request:64736", + "pull_request:65638", + "pull_request:65648", + 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"pull_request:66709|pull_request:67848", + "pull_request:36503|pull_request:66098", + "pull_request:64110|pull_request:66300", + "pull_request:66344|pull_request:67380", + "pull_request:53762|pull_request:66819", + "pull_request:63406|pull_request:67820", + "pull_request:64110|pull_request:66063", + "pull_request:66726|pull_request:66727", + "pull_request:65638|pull_request:66344", + "pull_request:65648|pull_request:66918", + "pull_request:64110|pull_request:66156", + "pull_request:64123|pull_request:67959", + "pull_request:53360|pull_request:67354", + "pull_request:64736|pull_request:66098", + "pull_request:68450|pull_request:68843", + "pull_request:66098|pull_request:66322", + "pull_request:62008|pull_request:66275", + "pull_request:67665|pull_request:68819", + "pull_request:66761|pull_request:66770", + "pull_request:64403|pull_request:65969", + "pull_request:66364|pull_request:67080", + "pull_request:66184|pull_request:68612", + "pull_request:36504|pull_request:53841" + ], + 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I\u2019d anchor the cluster on a focused, issue-linked runtime fix rather than the broader feature or docs-heavy PRs.", + "confidence": 0.88, + "canonical_issue_reason": null, + "canonical_pr_reason": "pull_request:68819 is a tightly scoped, concrete bug fix with an explicit issue link and a single runtime code path, making it a good representative anchor for this mixed cluster.", + "best_issue_reason": null, + "best_pr_reason": "pull_request:68819 is the strongest overall representative: focused scope, clear failure mode, explicit issue target, and minimal cross-cutting surface.", + "soft_edge_verdicts": [ + { + "left": "pull_request:68242", + "right": "pull_request:68698", + "accept": false, + "reason": "Different regressions: WhatsApp delivery error logging vs auto-reply inbound dedupe commit handling." + }, + { + "left": "pull_request:63418", + "right": "pull_request:66331", + "accept": false, + "reason": "Both touch chat/session defaults, but one is session thinking defaults and 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fences from a docs template." + }, + { + "left": "pull_request:66344", + "right": "pull_request:67380", + "accept": false, + "reason": "Streaming table chunk protection and bundled channel-entry error logging are unrelated." + }, + { + "left": "pull_request:53762", + "right": "pull_request:66819", + "accept": false, + "reason": "Both deal with message/result handling, but one is Telegram final-answer flushing and the other is nested Claude JSON unwrapping." + }, + { + "left": "pull_request:63406", + "right": "pull_request:67820", + "accept": false, + "reason": "Restart continuation preservation and WhatsApp QR reuse are different lifecycle problems." + }, + { + "left": "pull_request:64110", + "right": "pull_request:66063", + "accept": false, + "reason": "Related cron area, but deleting queued tasks and guarding missing startup state are distinct bugs." + }, + { + "left": "pull_request:66726", + "right": "pull_request:66727", + "accept": false, + "reason": "Separate nil-guard fixes in different helpers: channel log access vs docs link path handling." + }, + { + "left": "pull_request:65638", + "right": "pull_request:66344", + "accept": false, + "reason": "Different underlying issues: announce-delivery prompt wording vs markdown table chunking." + }, + { + "left": "pull_request:65648", + "right": "pull_request:66918", + "accept": false, + "reason": "Both are Discord-related, but one hardens slash command callbacks and the other ignores stale exec approval clicks." + }, + { + "left": "pull_request:64110", + "right": "pull_request:66156", + "accept": false, + "reason": "Cron task deletion cleanup is unrelated to system-event history leak handling." + }, + { + "left": "pull_request:64123", + "right": "pull_request:67959", + "accept": false, + "reason": "Snapshot format fallback logic and channel status probe parallelization are separate features." + }, + { + "left": "pull_request:53360", + "right": "pull_request:67354", + "accept": false, + "reason": "A feature/helper-script PR versus a Telegram session-label formatting fix." + }, + { + "left": "pull_request:64736", + "right": "pull_request:66098", + "accept": false, + "reason": "Slash autocomplete catalog loading and chat default resolution are different subsystems." + }, + { + "left": "pull_request:68450", + "right": "pull_request:68843", + "accept": false, + "reason": "Bundled MCP runtime disposal and stale ACP session cwd handling are unrelated lifecycle bugs." + }, + { + "left": "pull_request:66098", + "right": "pull_request:66322", + "accept": false, + "reason": "Chat defaults respect and thinking-block paragraph spacing do not fix the same path." + }, + { + "left": "pull_request:62008", + "right": "pull_request:66275", + "accept": false, + "reason": "Audio multipart filename preservation and custom provider model catalog inclusion are unrelated." + }, + { + "left": "pull_request:67665", + "right": "pull_request:68819", + "accept": false, + "reason": "Discord channel ID normalization and Windows .cmd shim resolution address different code paths." + }, + { + "left": "pull_request:66761", + "right": "pull_request:66770", + "accept": false, + "reason": "Provider-model shape guarding and exposing messageId on sent hooks are separate SDK changes." + }, + { + "left": "pull_request:64403", + "right": "pull_request:65969", + "accept": false, + "reason": "CLI registry selection logic and QR terminal dependency replacement are unrelated." + }, + { + "left": "pull_request:66364", + "right": "pull_request:67080", + "accept": false, + "reason": "Shipping a runtime sidecar is distinct from narrowing plugin route loads from manifests." + }, + { + "left": "pull_request:66184", + "right": "pull_request:68612", + "accept": false, + "reason": "Both affect conversational flow, but one changes reply flattening and the other typing-start timing." + }, + { + "left": "pull_request:36504", + "right": "pull_request:53841", + "accept": false, + "reason": "Windows command spawning and Google provider migration shape are unrelated." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 2, + "component_count": 124, + "review_unit_index": 31, + "review_unit_count": 46, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-18915-528", + "nodes": [ + "pull_request:36420", + "pull_request:37453", + "pull_request:50998", + "pull_request:53715", + "pull_request:53850", + "pull_request:59935", + "pull_request:63633", + "pull_request:63636", + "pull_request:63807", + "pull_request:64703", + "pull_request:64719", + "pull_request:65833", + "pull_request:65969", + "pull_request:66062", + "pull_request:66081", + "pull_request:66098", + "pull_request:66110", + "pull_request:66160", + "pull_request:66169", + "pull_request:66184", + "pull_request:66275", + "pull_request:66308", + "pull_request:66310", + "pull_request:66311", + "pull_request:66322", + "pull_request:66331", + "pull_request:66337", + "pull_request:66395", + "pull_request:66824", + "pull_request:66910", + "pull_request:67036", + "pull_request:67080", + "pull_request:67137", + "pull_request:67290", + "pull_request:67326", + "pull_request:67448", + "pull_request:67601", + "pull_request:67664", + "pull_request:68107", + "pull_request:68384", + "pull_request:68597", + "pull_request:68681", + "pull_request:68685", + "pull_request:68808", + "pull_request:68835", + "pull_request:68843", + "pull_request:68844" + ], + "soft_pairs": [ + "pull_request:59935|pull_request:66110", + "pull_request:53715|pull_request:63633", + "pull_request:66160|pull_request:68808", + "pull_request:65969|pull_request:67080", + "pull_request:67448|pull_request:67664", + "pull_request:67036|pull_request:67290", + "pull_request:63636|pull_request:68107", + "pull_request:66062|pull_request:66275", + "pull_request:50998|pull_request:63807", + "pull_request:65833|pull_request:67326", + "pull_request:66310|pull_request:67137", + "pull_request:66824|pull_request:66910", + "pull_request:36420|pull_request:37453", + "pull_request:66337|pull_request:68835", + "pull_request:68843|pull_request:68844", + "pull_request:66331|pull_request:68685", + "pull_request:36420|pull_request:53850", + "pull_request:63636|pull_request:67601", + "pull_request:68384|pull_request:68681", + "pull_request:66308|pull_request:68597", + "pull_request:66169|pull_request:68844", + "pull_request:64703|pull_request:68384", + "pull_request:66184|pull_request:66824", + "pull_request:64719|pull_request:66081", + "pull_request:66311|pull_request:66322", + "pull_request:66098|pull_request:66395" + ], + "prepared_review_unit_hash": "17b3fd877fc86cf2426d69dce2c016ebe113a121803df41d888a641c3ff0c58c", + "component_budget": { + "node_count": 528, + "item_count": 528, + "soft_pair_count": 1438, + "serialized_chars": 1672259, + "estimated_input_tokens": 418065, + "estimated_eval_tokens": 836386 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 26, + "serialized_chars": 106460, + "estimated_input_tokens": 26615, + "estimated_eval_tokens": 53486 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "The cluster is highly heterogeneous; every soft pair is only superficially similar and they do not look like the same underlying bug or change.", + "confidence": 0.99, + "canonical_issue_reason": null, + "canonical_pr_reason": "No canonical PR stands out: the items span unrelated fixes across logging, UI, daemon, secrets, iOS, and plugin/runtime code, with no shared concrete change to deduplicate around.", + "best_issue_reason": null, + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "pull_request:59935", + "right": "pull_request:66110", + "accept": false, + "reason": "Nix PATH fallback support and root log-file overrides are unrelated fixes in different subsystems." + }, + { + "left": "pull_request:53715", + "right": "pull_request:63633", + "accept": false, + "reason": "Optional card fields in message schemas is unrelated to Telegram proxy transport support." + }, + { + "left": "pull_request:66160", + "right": "pull_request:68808", + "accept": false, + "reason": "Non-interactive LiteLLM onboarding and media support changes are completely different features." + }, + { + "left": "pull_request:65969", + "right": "pull_request:67080", + "accept": false, + "reason": "QR runtime dependency replacement and plugin route-load narrowing are unrelated changes." + }, + { + "left": "pull_request:67448", + "right": "pull_request:67664", + "accept": false, + "reason": "Onboarding trim guards/apply_patch detail handling is unrelated to session-store token persistence." + }, + { + "left": "pull_request:67036", + "right": "pull_request:67290", + "accept": false, + "reason": "Transcript filtering and duplicate usage-page header removal do not address the same bug." + }, + { + "left": "pull_request:63636", + "right": "pull_request:68107", + "accept": false, + "reason": "Malformed token estimation guarding is unrelated to Feishu reasoning display behavior." + }, + { + "left": "pull_request:66062", + "right": "pull_request:66275", + "accept": false, + "reason": "Windows task parsing and custom-provider model catalog inclusion are unrelated code paths." + }, + { + "left": "pull_request:50998", + "right": "pull_request:63807", + "accept": false, + "reason": "iOS permission prompt restoration and gateway restart confirmation UI are different features." + }, + { + "left": "pull_request:65833", + "right": "pull_request:67326", + "accept": false, + "reason": "Adding a secret target and fixing image runtime headers are unrelated changes." + }, + { + "left": "pull_request:66310", + "right": "pull_request:67137", + "accept": false, + "reason": "Cron job state guarding and channel-selection trim handling are unrelated defensive fixes." + }, + { + "left": "pull_request:66824", + "right": "pull_request:66910", + "accept": false, + "reason": "Channel-resolved authorization and early inbound media exposure touch different concerns." + }, + { + "left": "pull_request:36420", + "right": "pull_request:37453", + "accept": false, + "reason": "Tool-parameter alias normalization and Feishu docs wording are unrelated." + }, + { + "left": "pull_request:66337", + "right": "pull_request:68835", + "accept": false, + "reason": "Startup warmup hooks and macOS model-catalog parsing solve different problems." + }, + { + "left": "pull_request:68843", + "right": "pull_request:68844", + "accept": false, + "reason": "Stale bound-session handling and newline paragraph packing are unrelated fixes." + }, + { + "left": "pull_request:66331", + "right": "pull_request:68685", + "accept": false, + "reason": "Per-agent TTS/STT overrides and legacy config migration for memorySearch are separate changes." + }, + { + "left": "pull_request:36420", + "right": "pull_request:53850", + "accept": false, + "reason": "Tool param aliasing and status-display thinking defaults are unrelated." + }, + { + "left": "pull_request:63636", + "right": "pull_request:67601", + "accept": false, + "reason": "Token-estimation sanitization and dreaming transport-metadata promotion are unrelated." + }, + { + "left": "pull_request:68384", + "right": "pull_request:68681", + "accept": false, + "reason": "Noisy exec stdout rejection and dreaming cleanup scope warnings are different bugs." + }, + { + "left": "pull_request:66308", + "right": "pull_request:68597", + "accept": false, + "reason": "Caching catalog reads to avoid CPU hang is unrelated to symlink-escape blocking in memory_get." + }, + { + "left": "pull_request:66169", + "right": "pull_request:68844", + "accept": false, + "reason": "Attributed iMessage echo normalization and newline-mode paragraph chunking are unrelated text-formatting fixes." + }, + { + "left": "pull_request:64703", + "right": "pull_request:68384", + "accept": false, + "reason": "Scientific-notation parsing and noisy exec stdout rejection are unrelated parsing/validation issues." + }, + { + "left": "pull_request:66184", + "right": "pull_request:66824", + "accept": false, + "reason": "Conversational flattening behavior and channel-resolved auth are not the same underlying change." + }, + { + "left": "pull_request:64719", + "right": "pull_request:66081", + "accept": false, + "reason": "Tool authorization policy and Codex CLI output parsing address different parts of the stack." + }, + { + "left": "pull_request:66311", + "right": "pull_request:66322", + "accept": false, + "reason": "Tool-card height truncation and thinking-block spacing are unrelated UI presentation fixes." + }, + { + "left": "pull_request:66098", + "right": "pull_request:66395", + "accept": false, + "reason": "Effective chat defaults and disabling refresh during an active turn are separate web-UI issues." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 2, + "component_count": 124, + "review_unit_index": 32, + "review_unit_count": 46, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-18915-528", + "nodes": [ + "pull_request:53762", + "pull_request:62008", + "pull_request:62846", + "pull_request:63167", + "pull_request:63302", + "pull_request:63406", + "pull_request:63521", + "pull_request:64110", + "pull_request:64123", + "pull_request:64403", + "pull_request:64650", + "pull_request:64782", + "pull_request:64868", + "pull_request:64996", + "pull_request:65023", + "pull_request:65262", + "pull_request:65266", + "pull_request:65575", + "pull_request:65648", + "pull_request:65855", + "pull_request:65856", + "pull_request:65979", + "pull_request:66041", + "pull_request:66169", + "pull_request:66184", + "pull_request:66277", + "pull_request:66322", + "pull_request:66385", + "pull_request:66537", + "pull_request:66543", + "pull_request:66594", + "pull_request:66808", + "pull_request:66819", + "pull_request:67137", + "pull_request:67276", + "pull_request:67326", + "pull_request:67535", + "pull_request:67650", + "pull_request:67660", + "pull_request:67665", + "pull_request:67818", + "pull_request:67920", + "pull_request:67948", + "pull_request:68384", + "pull_request:68597", + "pull_request:68699", + "pull_request:68716", + "pull_request:68717" + ], + "soft_pairs": [ + "pull_request:64110|pull_request:65979", + "pull_request:63167|pull_request:65262", + "pull_request:64868|pull_request:67818", + "pull_request:65023|pull_request:66808", + "pull_request:66543|pull_request:67665", + "pull_request:63521|pull_request:66322", + "pull_request:64123|pull_request:64650", + "pull_request:62846|pull_request:66543", + "pull_request:66184|pull_request:67276", + "pull_request:65648|pull_request:66277", + "pull_request:53762|pull_request:63302", + "pull_request:67137|pull_request:68597", + "pull_request:66819|pull_request:68384", + "pull_request:64996|pull_request:67650", + "pull_request:65855|pull_request:65856", + "pull_request:65023|pull_request:67326", + "pull_request:66537|pull_request:66594", + "pull_request:65023|pull_request:67948", + "pull_request:64996|pull_request:67535", + "pull_request:66385|pull_request:67650", + "pull_request:62008|pull_request:66169", + "pull_request:68699|pull_request:68717", + "pull_request:64403|pull_request:67660", + "pull_request:65266|pull_request:67535", + "pull_request:64403|pull_request:67920", + "pull_request:63406|pull_request:64782", + "pull_request:66041|pull_request:68716", + "pull_request:65575|pull_request:66594" + ], + "prepared_review_unit_hash": "2106cb5d1c0f4fcad8cef0e2288d2e6453b0b10383f2be8592f8a07a119531f2", + "component_budget": { + "node_count": 528, + "item_count": 528, + "soft_pair_count": 1438, + "serialized_chars": 1672259, + "estimated_input_tokens": 418065, + "estimated_eval_tokens": 836386 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 28, + "serialized_chars": 110683, + "estimated_input_tokens": 27671, + "estimated_eval_tokens": 55598 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "The cluster is highly heterogeneous: every soft pair is a topical near-match, but none appear to be the same underlying bug or change. I would keep all of these PRs separate.", + "confidence": 0.96, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": null, + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "pull_request:64110", + "right": "pull_request:65979", + "accept": false, + "reason": "Both are cron-related, but one deletes scheduled tasks and clears queues while the other normalizes missing persisted job state; different failure modes and code paths." + }, + { + "left": "pull_request:63167", + "right": "pull_request:65262", + "accept": false, + "reason": "Missing qmd workspace cwd handling is unrelated to the CLI wording change about runtime slash commands." + }, + { + "left": "pull_request:64868", + "right": "pull_request:67818", + "accept": false, + "reason": "Provider-based pre-tool-call authorization and WhatsApp QR login preflight/results are separate subsystems and fixes." + }, + { + "left": "pull_request:65023", + "right": "pull_request:66808", + "accept": false, + "reason": "Google GenAI provider unification and ZeroEntropy embeddings are different provider features, not the same change." + }, + { + "left": "pull_request:66543", + "right": "pull_request:67665", + "accept": false, + "reason": "Both normalize IDs, but one strips whitespace in cron model IDs and the other removes Discord conversation prefixes; distinct bugs." + }, + { + "left": "pull_request:63521", + "right": "pull_request:66322", + "accept": false, + "reason": "Unclosed [[ streaming truncation is not the same as inserting blank lines between thinking blocks." + }, + { + "left": "pull_request:64123", + "right": "pull_request:64650", + "accept": false, + "reason": "Browser snapshot fallback behavior and Telegram topic prompt inheritance are unrelated changes." + }, + { + "left": "pull_request:62846", + "right": "pull_request:66543", + "accept": false, + "reason": "Enabling speech providers by default is unrelated to cron model-ID whitespace normalization." + }, + { + "left": "pull_request:66184", + "right": "pull_request:67276", + "accept": false, + "reason": "Conversational reply flattening and edit-mismatch guidance are different output-shaping fixes." + }, + { + "left": "pull_request:65648", + "right": "pull_request:66277", + "accept": false, + "reason": "Mattermost slash callback hardening and bundled channel-load guarding do not fix the same code path." + }, + { + "left": "pull_request:53762", + "right": "pull_request:63302", + "accept": false, + "reason": "Telegram buffering/streaming final-answer handling is unrelated to WhatsApp denyFrom access control." + }, + { + "left": "pull_request:67137", + "right": "pull_request:68597", + "accept": false, + "reason": "Optional input trim handling and symlink-escape prevention are separate safety issues." + }, + { + "left": "pull_request:66819", + "right": "pull_request:68384", + "accept": false, + "reason": "Nested Claude JSON unwrapping and noisy exec stdout rejection are different parsing/validation bugs." + }, + { + "left": "pull_request:64996", + "right": "pull_request:67650", + "accept": false, + "reason": "WhatsApp group allowlist behavior and Slack assistant_view docs are unrelated." + }, + { + "left": "pull_request:65855", + "right": "pull_request:65856", + "accept": false, + "reason": "One updates channel-contract guardrails/labeling; the other sets onboarding scopes for video-only providers." + }, + { + "left": "pull_request:65023", + "right": "pull_request:67326", + "accept": false, + "reason": "Google GenAI provider work and image runtime headers are unrelated." + }, + { + "left": "pull_request:66537", + "right": "pull_request:66594", + "accept": false, + "reason": "Silent final-answer loss and chat-run registration at agent start are different gateway/runner issues." + }, + { + "left": "pull_request:65023", + "right": "pull_request:67948", + "accept": false, + "reason": "Google GenAI provider support and Abliteration provider support are separate provider additions." + }, + { + "left": "pull_request:64996", + "right": "pull_request:67535", + "accept": false, + "reason": "WhatsApp group-listener access control and CLI downgrade-warning copy are unrelated." + }, + { + "left": "pull_request:66385", + "right": "pull_request:67650", + "accept": false, + "reason": "Skills containment config and Slack documentation updates are unrelated." + }, + { + "left": "pull_request:62008", + "right": "pull_request:66169", + "accept": false, + "reason": "Audio multipart upload filename preservation and iMessage attributed-echo normalization are distinct media path fixes." + }, + { + "left": "pull_request:68699", + "right": "pull_request:68717", + "accept": false, + "reason": "Preload cooldown pruning and cron failure-alert defaults are unrelated behavior changes." + }, + { + "left": "pull_request:64403", + "right": "pull_request:67660", + "accept": false, + "reason": "Plugin CLI metadata selection and MS Teams OAuth launcher behavior are unrelated." + }, + { + "left": "pull_request:65266", + "right": "pull_request:67535", + "accept": false, + "reason": "Telegram/itplug deployment and Telegram output fixes versus CLI downgrade messaging are unrelated." + }, + { + "left": "pull_request:64403", + "right": "pull_request:67920", + "accept": false, + "reason": "Plugin CLI metadata loading and CI shell interpolation in release checks do not share the same underlying bug." + }, + { + "left": "pull_request:63406", + "right": "pull_request:64782", + "accept": false, + "reason": "Restart continuation persistence and Codex CLI chat history restoration are separate gateway concerns." + }, + { + "left": "pull_request:66041", + "right": "pull_request:68716", + "accept": false, + "reason": "Telegram ack-reaction behavior and Discord guild-admin authorization are unrelated code paths." + }, + { + "left": "pull_request:65575", + "right": "pull_request:66594", + "accept": false, + "reason": "UI live-region announcement changes and gateway chat-run registration are different layers and fixes." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 2, + "component_count": 124, + "review_unit_index": 33, + "review_unit_count": 46, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-18915-528", + "nodes": [ + "pull_request:53377", + "pull_request:54088", + "pull_request:59935", + "pull_request:62895", + "pull_request:63406", + "pull_request:64110", + "pull_request:64355", + "pull_request:64573", + "pull_request:64611", + "pull_request:64649", + "pull_request:66062", + "pull_request:66063", + "pull_request:66067", + "pull_request:66098", + "pull_request:66160", + "pull_request:66168", + "pull_request:66311", + "pull_request:66321", + "pull_request:66329", + "pull_request:66543", + "pull_request:66594", + "pull_request:66918", + "pull_request:67036", + "pull_request:67037", + "pull_request:67243", + "pull_request:67300", + "pull_request:67443", + "pull_request:67533", + "pull_request:67535", + "pull_request:67601", + "pull_request:67650", + "pull_request:67660", + "pull_request:67677", + "pull_request:67842", + "pull_request:67871", + "pull_request:67916", + "pull_request:67981", + "pull_request:67982", + "pull_request:68063", + "pull_request:68107", + "pull_request:68235", + "pull_request:68384", + "pull_request:68444", + "pull_request:68450", + "pull_request:68523", + "pull_request:68597", + "pull_request:68699", + "pull_request:68710" + ], + "soft_pairs": [ + "pull_request:67036|pull_request:68450", + "pull_request:66160|pull_request:67660", + "pull_request:62895|pull_request:66067", + "pull_request:64611|pull_request:64649", + "pull_request:64573|pull_request:68384", + "pull_request:64110|pull_request:68444", + "pull_request:67650|pull_request:68523", + "pull_request:67535|pull_request:67842", + "pull_request:66062|pull_request:68710", + "pull_request:67443|pull_request:68107", + "pull_request:66594|pull_request:67982", + "pull_request:63406|pull_request:66062", + "pull_request:64355|pull_request:67650", + "pull_request:66329|pull_request:67916", + "pull_request:68063|pull_request:68597", + "pull_request:67535|pull_request:68235", + "pull_request:66062|pull_request:66321", + "pull_request:67300|pull_request:67981", + "pull_request:66311|pull_request:67533", + "pull_request:67037|pull_request:67601", + "pull_request:66063|pull_request:66543", + "pull_request:66543|pull_request:67677", + "pull_request:66918|pull_request:68699", + "pull_request:63406|pull_request:68710", + "pull_request:59935|pull_request:66329", + "pull_request:54088|pull_request:66098", + "pull_request:66168|pull_request:67243", + "pull_request:66098|pull_request:68450", + "pull_request:53377|pull_request:67871" + ], + 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None of the soft pairs look like the same underlying bug/change, so I rejected all of them.", + "confidence": 0.94, + "canonical_issue_reason": null, + "canonical_pr_reason": "PR 54088 is the strongest representative only because it is a merged, broad, user-facing change with the widest cross-cutting scope in the set (/tools availability, tool inventory, UI, and docs).", + "best_issue_reason": null, + "best_pr_reason": "PR 54088 is the best single PR to anchor this cluster: it is mature/merged and has the broadest product impact among otherwise unrelated candidates.", + "soft_edge_verdicts": [ + { + "left": "pull_request:67036", + "right": "pull_request:68450", + "accept": false, + "reason": "Different changes: leaked transcript-row filtering in webchat export/reload vs stopping memory-core dreaming from promoting transport metadata." + }, + { + "left": "pull_request:66160", + "right": "pull_request:67660", + "accept": false, + "reason": "Different code paths and bugs: LiteLLM non-interactive base URL onboarding vs MS Teams delegated OAuth launcher behavior on Windows." + }, + { + "left": "pull_request:62895", + "right": "pull_request:66067", + "accept": false, + "reason": "Unrelated functionality: memory-search status/config context preservation vs TUI thinking-fragment spacing in chat rendering." + }, + { + "left": "pull_request:64611", + "right": "pull_request:64649", + "accept": false, + "reason": "Both are guard fixes, but for different logic: heartbeat due clock-skew handling vs run-state-machine activeRuns clamping." + }, + { + "left": "pull_request:64573", + "right": "pull_request:68384", + "accept": false, + "reason": "Different subsystems: Chrome spawn DISPLAY fallback on Linux vs rejecting noisy plain exec stdout in secrets resolution." + }, + { + "left": "pull_request:64110", + "right": "pull_request:68444", + "accept": false, + "reason": "Cron queue deletion semantics and Feishu mention-forwarding are unrelated changes." + }, + { + "left": "pull_request:67650", + "right": "pull_request:68523", + "accept": false, + "reason": "Slack docs mention assistant_view, while the other PR fixes Slack HTTP registry persistence; 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The pairwise overlaps are usually only topical (e.g. \u201cfallback\u201d, \u201cprovider\u201d, \u201cagent\u201d, or shared test scaffolding) and do not indicate the same underlying bug/change.", + "confidence": 0.98, + "canonical_issue_reason": null, + "canonical_pr_reason": "No single PR cleanly represents a duplicate cluster here; the items span unrelated subsystems and feature areas, so there is no safe canonical PR representative.", + "best_issue_reason": null, + "best_pr_reason": "No PR is a strong global best representative because the soft edges are false positives rather than manifestations of one shared fix.", + "soft_edge_verdicts": [ + { + "left": "pull_request:66966", + "right": "pull_request:67665", + "accept": false, + "reason": "Different problems in different codepaths: MCP streamable-http transport headers vs Discord conversation-id normalization." + }, + { + "left": "pull_request:65555", + "right": "pull_request:66943", + "accept": false, + "reason": "Both are 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"pull_request:65383", + "right": "pull_request:65460", + "accept": false, + "reason": "iMessage watcher deduplication and browser CLI lazy-loading are unrelated subsystems." + }, + { + "left": "pull_request:36504", + "right": "pull_request:53259", + "accept": false, + "reason": "Both mention fallback behavior, but they target unrelated systems: node run command availability vs Discord elevated-auth fallback." + }, + { + "left": "pull_request:37305", + "right": "pull_request:62417", + "accept": false, + "reason": "Agent delete modal UI and agent workspace file-management APIs are separate features, not one merged fix." + }, + { + "left": "pull_request:36420", + "right": "pull_request:37418", + "accept": false, + "reason": "Tool-param alias normalization and Anthropic prompt-caching are unrelated codepaths." + }, + { + "left": "pull_request:61091", + "right": "pull_request:63629", + "accept": false, + "reason": "README docs vs doctor state-integrity diagnostics; different surfaces and 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false, + "reason": "Lobster workflow path error handling and Windows claude.cmd shimming are unrelated process/runtime fixes." + }, + { + "left": "pull_request:65592", + "right": "pull_request:67948", + "accept": false, + "reason": "SearxNG onboarding credential-note changes and a new Abliteration provider plugin are not the same underlying change." + }, + { + "left": "pull_request:59935", + "right": "pull_request:66322", + "accept": false, + "reason": "Nix Home Manager PATH support and TUI thinking spacing are unrelated." + }, + { + "left": "pull_request:65555", + "right": "pull_request:66673", + "accept": false, + "reason": "SenseAudio skill packaging and memory-core remHarness doctor probe are unrelated additions." + }, + { + "left": "pull_request:65592", + "right": "pull_request:68345", + "accept": false, + "reason": "SearxNG onboarding docs/notes and locale hard-coding updates are unrelated." + }, + { + "left": "pull_request:62894", + "right": "pull_request:64344", + "accept": false, + "reason": "Slack channel-ID matching and secrets-audit classification are unrelated bugs." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 2, + "component_count": 124, + "review_unit_index": 38, + "review_unit_count": 46, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-18915-528", + "nodes": [ + "pull_request:36504", + "pull_request:36696", + "pull_request:53468", + "pull_request:53595", + "pull_request:62238", + "pull_request:62417", + "pull_request:63167", + "pull_request:63633", + "pull_request:64066", + "pull_request:64344", + "pull_request:64601", + "pull_request:64611", + "pull_request:64632", + "pull_request:64649", + "pull_request:65266", + "pull_request:65384", + 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"pull_request:53595|pull_request:66425", + "pull_request:66329|pull_request:67146", + "pull_request:62417|pull_request:66331", + "pull_request:62238|pull_request:65592", + "pull_request:65592|pull_request:66960", + "pull_request:66304|pull_request:66824", + "pull_request:36504|pull_request:36696", + "pull_request:67664|pull_request:67871", + "pull_request:64066|pull_request:66425", + "pull_request:63633|pull_request:64611", + "pull_request:64344|pull_request:68384", + "pull_request:64601|pull_request:65385", + "pull_request:64344|pull_request:66329", + "pull_request:64066|pull_request:66943", + "pull_request:64611|pull_request:66364", + "pull_request:64632|pull_request:68132", + "pull_request:64611|pull_request:66321", + "pull_request:66308|pull_request:68685", + "pull_request:64632|pull_request:67884", + "pull_request:63167|pull_request:67225", + "pull_request:67664|pull_request:67734", + "pull_request:66101|pull_request:68280", + "pull_request:53468|pull_request:67215", + 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"pull_request:65938", + "accept": false, + "reason": "Labeler-rule cleanup and provider index docs are different chores with no shared underlying change." + }, + { + "left": "pull_request:65901", + "right": "pull_request:67664", + "accept": false, + "reason": "Forwarding exec policy to embedded tools and clearing fallback context tokens are separate agent-runtime fixes." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 2, + "component_count": 124, + "review_unit_index": 39, + "review_unit_count": 46, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-18915-528", + "nodes": [ + "pull_request:36696", + "pull_request:36975", + "pull_request:53401", + "pull_request:53449", + "pull_request:53468", + 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"Different surfaces: UI autofill behavior vs cron embedded-agent exec-policy forwarding." + }, + { + "left": "pull_request:53468", + "right": "pull_request:67209", + "accept": false, + "reason": "Different concerns: cron heartbeat suppression during compaction vs logging config file handling." + }, + { + "left": "pull_request:65383", + "right": "pull_request:65385", + "accept": false, + "reason": "Unrelated changes in different subsystems: iMessage watcher duplication vs Comfy config ownership." + }, + { + "left": "pull_request:63073", + "right": "pull_request:63586", + "accept": false, + "reason": "Different fixes: MiniMax usage baseUrl lookup vs plugin-load error filtering." + }, + { + "left": "pull_request:63407", + "right": "pull_request:66310", + "accept": false, + "reason": "Unrelated: Podman install-browser build-arg wiring vs cron job.state null-guarding." + }, + { + "left": "pull_request:64717", + "right": "pull_request:66378", + "accept": false, + "reason": "Different 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fetch response-size schema vs Discord REST proxy wiring." + }, + { + "left": "pull_request:53401", + "right": "pull_request:54040", + "accept": false, + "reason": "Different concerns: web fetch response-size schema vs localizing the shared web-search cache." + }, + { + "left": "pull_request:64632", + "right": "pull_request:67225", + "accept": false, + "reason": "Different subsystems: Slack custom invoke media-root preservation vs agent-specific thinking defaults." + }, + { + "left": "pull_request:65330", + "right": "pull_request:67225", + "accept": false, + "reason": "Related to agent/session behavior only at a broad level, but these are distinct fixes: reset override clearing vs ingress thinking defaults." + }, + { + "left": "pull_request:65381", + "right": "pull_request:67664", + "accept": false, + "reason": "Different data paths: cache-token cost estimation vs session-store fallback context tokens." + }, + { + "left": "pull_request:53449", + "right": "pull_request:54040", + "accept": false, + "reason": "Different changes: Gemini web-search proxy support vs web-search cache localization." + }, + { + "left": "pull_request:67209", + "right": "pull_request:67215", + "accept": false, + "reason": "Different issues: logging config early-load behavior vs Discord embed URL fallback text." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 2, + "component_count": 124, + "review_unit_index": 40, + "review_unit_count": 46, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-18915-528", + "nodes": [ + "pull_request:36975", + "pull_request:37412", + "pull_request:37561", + "pull_request:53296", + "pull_request:53383", + "pull_request:53401", + "pull_request:53420", + "pull_request:53603", + 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"pull_request:64632|pull_request:67477", + "pull_request:53603|pull_request:66188", + "pull_request:37412|pull_request:37561", + "pull_request:63871|pull_request:64632", + "pull_request:37412|pull_request:53603", + "pull_request:37561|pull_request:53383", + "pull_request:54040|pull_request:67952", + "pull_request:63871|pull_request:64617", + "pull_request:36975|pull_request:53420", + "pull_request:36975|pull_request:37561", + "pull_request:36975|pull_request:54040", + "pull_request:36975|pull_request:53711", + "pull_request:53401|pull_request:53420", + "pull_request:53296|pull_request:64958", + "pull_request:37561|pull_request:53401", + "pull_request:53930|pull_request:63502", + "pull_request:37412|pull_request:54040", + "pull_request:37412|pull_request:53711", + "pull_request:53651|pull_request:53930", + "pull_request:37412|pull_request:53420", + "pull_request:37561|pull_request:67952", + "pull_request:53711|pull_request:67952", + "pull_request:53420|pull_request:53940", + 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"canonical_pr_reason": "PR 53940 is the strongest standalone representative here: it is a merged, multi-file bug fix with clear user-facing behavior changes, tests, and explicit routing/heartbeat handling.", + "best_issue_reason": null, + "best_pr_reason": "If a single PR must represent the cluster, 53940 is the best candidate because it has the clearest concrete fix and the strongest evidence of being a real, resolved defect.", + "soft_edge_verdicts": [ + { + "left": "pull_request:65938", + "right": "pull_request:65940", + "accept": false, + "reason": "Different provider/docs changes: Bedrock Mantle index pages vs DuckDuckGo onboarding scopes." + }, + { + "left": "pull_request:64601", + "right": "pull_request:64632", + "accept": false, + "reason": "Different fixes in different subsystems: bundled setup entry loading vs Slack custom-invoke media-root preservation." + }, + { + "left": "pull_request:67872", + "right": "pull_request:68132", + "accept": false, + "reason": "Slack 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"OpenRouter attribution wrapper restoration and cron deleteAfterRun semantics do not fix the same path." + }, + { + "left": "pull_request:63407", + "right": "pull_request:64958", + "accept": false, + "reason": "Podman install-browser build-arg wiring and adding the Abliteration provider are unrelated." + }, + { + "left": "pull_request:65381", + "right": "pull_request:67734", + "accept": false, + "reason": "Status cost estimation and Feishu setup logging are different concerns." + }, + { + "left": "pull_request:64958", + "right": "pull_request:67848", + "accept": false, + "reason": "A new provider plugin and OpenAI auth-picker label alignment are separate changes." + }, + { + "left": "pull_request:63502", + "right": "pull_request:66152", + "accept": false, + "reason": "Memory-lancedb cloud storage support and memory-core dreaming schema are different memory plugins." + }, + { + "left": "pull_request:53872", + "right": "pull_request:64632", + "accept": false, + "reason": "Gateway before_reset emission and Slack media-root propagation are unrelated hook/runtime fixes." + }, + { + "left": "pull_request:63586", + "right": "pull_request:67952", + "accept": false, + "reason": "Plugin-loader strict error handling and memory list-command retrieval are different features." + }, + { + "left": "pull_request:64601", + "right": "pull_request:67225", + "accept": false, + "reason": "Bundled setup entries in setup-runtime and agent-specific thinking defaults address different code paths." + }, + { + "left": "pull_request:64958", + "right": "pull_request:67948", + "accept": false, + "reason": "Abliteration provider addition and provider-onboarding docs are not the same change." + }, + { + "left": "pull_request:66378", + "right": "pull_request:67872", + "accept": false, + "reason": "WhatsApp media-send behavior and Slack mention-skip hook emission are unrelated." + }, + { + "left": "pull_request:64958", + "right": "pull_request:66425", + "accept": false, + "reason": "Different provider additions: Abliteration vs AstraFlow." + }, + { + "left": "pull_request:64632", + "right": "pull_request:64717", + "accept": false, + "reason": "Slack media-root propagation and Telegram text chunk sizing are unrelated messaging fixes." + }, + { + "left": "pull_request:64066", + "right": "pull_request:64958", + "accept": false, + "reason": "Roam channel extension and Abliteration provider plugin are distinct feature additions." + }, + { + "left": "pull_request:65381", + "right": "pull_request:65383", + "accept": false, + "reason": "Status-message cost math and iMessage watcher shadowing are separate bugs." + }, + { + "left": "pull_request:62431", + "right": "pull_request:64958", + "accept": false, + "reason": "Dockerfile package-env renaming and provider plugin addition are unrelated infrastructure changes." + }, + { + "left": "pull_request:64717", + "right": "pull_request:68132", + "accept": false, + "reason": "Telegram chunk planning and Lobster workflow file-path errors are 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"pull_request:37412", + "right": "pull_request:53603", + "accept": false, + "reason": "Message extraction for output_text blocks and provider-capability uniformity are different areas." + }, + { + "left": "pull_request:36975", + "right": "pull_request:53420", + "accept": false, + "reason": "OpenSUSE/SLES install support and media-file chmod normalization are unrelated." + }, + { + "left": "pull_request:36975", + "right": "pull_request:37561", + "accept": false, + "reason": "OS/package-manager detection and a message-extractor type fix do not match." + }, + { + "left": "pull_request:36975", + "right": "pull_request:54040", + "accept": false, + "reason": "OpenSUSE installer support and web-search cache localization are unrelated." + }, + { + "left": "pull_request:36975", + "right": "pull_request:53711", + "accept": false, + "reason": "Installer support and Discord REST proxy wiring are different features." + }, + { + "left": "pull_request:53401", + "right": "pull_request:53420", + "accept": false, + "reason": "Schema maxResponseBytes addition and media-file mode normalization are separate fixes." + }, + { + "left": "pull_request:53296", + "right": "pull_request:64958", + "accept": false, + "reason": "MinerU skill documentation and Abliteration provider addition are unrelated." + }, + { + "left": "pull_request:37561", + "right": "pull_request:53401", + "accept": false, + "reason": "Type import/import-path fix and schema/config change are unrelated." + }, + { + "left": "pull_request:53930", + "right": "pull_request:63502", + "accept": false, + "reason": "Namespace-integrity memory writes and memory-lancedb cloud storage support are different memory features." + }, + { + "left": "pull_request:53651", + "right": "pull_request:53930", + "accept": false, + "reason": "Webchat refresh recovery and namespace-integrity enforcement are unrelated." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 2, + "component_count": 124, + "review_unit_index": 41, + "review_unit_count": 46, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-18915-528", + "nodes": [ + "pull_request:37412", + "pull_request:37561", + "pull_request:53280", + "pull_request:53296", + "pull_request:53367", + "pull_request:53383", + "pull_request:53391", + "pull_request:53420", + "pull_request:53449", + "pull_request:53499", + "pull_request:53561", + "pull_request:53603", + "pull_request:53651", + "pull_request:53711", + "pull_request:53754", + "pull_request:53930", + "pull_request:53940", + "pull_request:53972", + "pull_request:54028", + "pull_request:54040", + "pull_request:63502", + "pull_request:64958", + "pull_request:65004", + "pull_request:65016", + "pull_request:65575", + "pull_request:65648", + 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"pull_request:37561|pull_request:54028", + "pull_request:37561|pull_request:53940", + "pull_request:53651|pull_request:54040", + "pull_request:54028|pull_request:54040", + "pull_request:53561|pull_request:53711", + "pull_request:53651|pull_request:53711", + "pull_request:53420|pull_request:53561", + "pull_request:53449|pull_request:53711", + "pull_request:53296|pull_request:63502", + "pull_request:53280|pull_request:53930", + "pull_request:53280|pull_request:53296", + "pull_request:37561|pull_request:53391", + "pull_request:53391|pull_request:54040", + "pull_request:37561|pull_request:53930", + "pull_request:53449|pull_request:64958", + "pull_request:53280|pull_request:53449", + "pull_request:53449|pull_request:53972", + "pull_request:53280|pull_request:63502", + "pull_request:53972|pull_request:63502", + "pull_request:66716|pull_request:66764", + "pull_request:65648|pull_request:65655", + "pull_request:53367|pull_request:53754", + "pull_request:66344|pull_request:66568", + "pull_request:66742|pull_request:66770", + "pull_request:68453|pull_request:68512", + "pull_request:68005|pull_request:68093", + "pull_request:66300|pull_request:66303", + "pull_request:65575|pull_request:67424", + "pull_request:67882|pull_request:67910", + "pull_request:65004|pull_request:65016", + "pull_request:67882|pull_request:67923", + "pull_request:65833|pull_request:66007", + "pull_request:66476|pull_request:67894" + ], + "prepared_review_unit_hash": "40dd07104353dfa95ca3b339c67b5ad100604db3997ac7639bc6df407adf1255", + "component_budget": { + "node_count": 528, + "item_count": 528, + "soft_pair_count": 1438, + "serialized_chars": 1672259, + "estimated_input_tokens": 418065, + "estimated_eval_tokens": 836386 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 44, + "serialized_chars": 108075, + "estimated_input_tokens": 27019, + "estimated_eval_tokens": 54294 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This cluster is mostly a mix of unrelated PRs; only the explicitly overlapping, same-code-path pairs look like true duplicates. I accepted the pairs that clearly patch the same concrete bug/change and rejected the broad/theme-only matches.", + "confidence": 0.91, + "canonical_issue_reason": null, + "canonical_pr_reason": "No issue artifacts are present here; PR 65648 is a good canonical representative because it is a focused, self-contained fix with an explicit target and clear shared-file overlap with its duplicate counterpart.", + "best_issue_reason": null, + "best_pr_reason": "PR 65648 is the strongest overall representative: it is focused, has an explicit issue target, and fixes one concrete code path without bundling unrelated scope.", + "soft_edge_verdicts": [ + { + "left": "pull_request:53499", + "right": "pull_request:54028", + "accept": false, + "reason": "Unrelated changes: a Chinese README addition versus spelling/docs cleanup." + }, + { + "left": "pull_request:53711", + "right": "pull_request:53940", + "accept": false, + "reason": "Different code paths: Discord proxy wiring versus gateway restart 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+ "left": "pull_request:37412", + "right": "pull_request:53651", + "accept": false, + "reason": "Different behavior changes: message extraction versus chat history/queue restore." + }, + { + "left": "pull_request:53603", + "right": "pull_request:54028", + "accept": false, + "reason": "Provider capability logic is unrelated to spelling-only docs/test edits." + }, + { + "left": "pull_request:53296", + "right": "pull_request:53420", + "accept": false, + "reason": "No same underlying bug/change; document extraction skill versus media-file permissions." + }, + { + "left": "pull_request:37561", + "right": "pull_request:53651", + "accept": false, + "reason": "An import-type fix is unrelated to chat refresh persistence." + }, + { + "left": "pull_request:37561", + "right": "pull_request:54028", + "accept": false, + "reason": "Import typing cleanup and spelling/docs changes are unrelated." + }, + { + "left": "pull_request:37561", + "right": "pull_request:53940", + "accept": false, + "reason": "No code-path overlap; import typing fix versus restart wake/routing logic." + }, + { + "left": "pull_request:53651", + "right": "pull_request:54040", + "accept": false, + "reason": "Chat refresh state recovery is unrelated to web-search cache localization." + }, + { + "left": "pull_request:53561", + "right": "pull_request:53711", + "accept": false, + "reason": "Handshake timeout behavior and Discord REST proxy routing are separate problems." + }, + { + "left": "pull_request:53420", + "right": "pull_request:53561", + "accept": false, + "reason": "Media chmod-after-rename fix is unrelated to gateway connect handshake timing." + }, + { + "left": "pull_request:53449", + "right": "pull_request:53711", + "accept": false, + "reason": "Both touch networking, but they solve different proxy problems in different integrations." + }, + { + "left": "pull_request:53296", + "right": "pull_request:63502", + "accept": false, + "reason": "Different features: MinerU skill versus memory-lancedb cloud storage support." + }, + { + "left": "pull_request:53280", + "right": "pull_request:53930", + "accept": false, + "reason": "Distinct domains: control-plane runtime setup versus namespace integrity enforcement." + }, + { + "left": "pull_request:37561", + "right": "pull_request:53391", + "accept": false, + "reason": "Import typing and exec-approval UI containment are unrelated." + }, + { + "left": "pull_request:53391", + "right": "pull_request:54040", + "accept": false, + "reason": "UI overflow containment does not match web-search cache behavior." + }, + { + "left": "pull_request:53449", + "right": "pull_request:64958", + "accept": false, + "reason": "Both are integrations, but Gemini web-search proxying and Gradium TTS are different changes." + }, + { + "left": "pull_request:53280", + "right": "pull_request:53449", + "accept": false, + "reason": "Different products/features; no shared underlying bug or change." + }, + { + "left": "pull_request:53972", + "right": "pull_request:63502", + "accept": false, + "reason": "Android CI and memory-lancedb storage support are unrelated." + }, + { + "left": "pull_request:66716", + "right": "pull_request:66764", + "accept": true, + "reason": "Same issue target and same agent-runner memory/preflight compaction code path; one is the direct refinement of the other." + }, + { + "left": "pull_request:65648", + "right": "pull_request:65655", + "accept": true, + "reason": "Same Mattermost slash-callback hardening work against the same issue target and shared files." + }, + { + "left": "pull_request:53367", + "right": "pull_request:53754", + "accept": true, + "reason": "Same stale runtime auth-profile snapshot invalidation bug; shared target and identical storage path." + }, + { + "left": "pull_request:66344", + "right": "pull_request:66568", + "accept": true, + "reason": "Both address the same table-safe streaming block chunking fix and touch the same chunker/table-span code." + }, + { + "left": "pull_request:66742", + "right": "pull_request:66770", + "accept": true, + "reason": "Same plugin hook payload change to expose native messageId on message_sent." + }, + { + "left": "pull_request:68453", + "right": "pull_request:68512", + "accept": true, + "reason": "Same cron NO_REPLY silent-success handling in the embedded runner path." + }, + { + "left": "pull_request:68005", + "right": "pull_request:68093", + "accept": true, + "reason": "Same single-section config header dedupe fix, just with slightly different framing." + }, + { + "left": "pull_request:66300", + "right": "pull_request:66303", + "accept": true, + "reason": "Same HEARTBEAT.md template cleanup; identical file and same doc-fence removal change." + }, + { + "left": "pull_request:65575", + "right": "pull_request:67424", + "accept": true, + "reason": "Same chat streaming accessibility fix in the same UI thread/live-region code path." + }, + { + "left": "pull_request:67882", + "right": "pull_request:67910", + "accept": true, + "reason": "Same memory-status dreaming-state reporting change in the same CLI runtime code path." + }, + { + "left": "pull_request:67882", + "right": "pull_request:67923", + "accept": false, + "reason": "This one looks like a mixed PR with an unrelated imessage change, so it is not a clean duplicate of the memory-core status fix." + }, + { + "left": "pull_request:65833", + "right": "pull_request:66007", + "accept": true, + "reason": "Same Exa web-search SecretRef target addition; one is the registry entry and the other propagates it through docs/matrices." + }, + { + "left": "pull_request:66476", + "right": "pull_request:67894", + "accept": true, + "reason": "Same bundled-runtime-deps behavior change: stop optional deps from triggering repair while keeping required deps reported." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 2, + "component_count": 124, + "review_unit_index": 42, + "review_unit_count": 46, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-18915-528", + "nodes": [ + "pull_request:18915", + "pull_request:50998", + "pull_request:51011", + "pull_request:53451", + "pull_request:53479", + "pull_request:53662", + "pull_request:63547", + "pull_request:63557", + "pull_request:63656", + "pull_request:63783", + "pull_request:63793", + "pull_request:63871", + "pull_request:64375", + "pull_request:65295", + "pull_request:65301", + "pull_request:65895", + "pull_request:65911", + "pull_request:65938", + "pull_request:66063", + "pull_request:66067", + "pull_request:66310", + "pull_request:66322", + "pull_request:66331", + "pull_request:66696", + "pull_request:66709", + "pull_request:66715", + "pull_request:66753", + "pull_request:67360", + "pull_request:67365", + "pull_request:67380", 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"pull_request:53451|pull_request:53479", + "pull_request:18915|pull_request:68266", + "pull_request:67365|pull_request:67733", + "pull_request:63656|pull_request:63793", + "pull_request:67818|pull_request:67820", + "pull_request:53662|pull_request:67365", + "pull_request:50998|pull_request:51011", + "pull_request:67816|pull_request:67820", + "pull_request:68087|pull_request:68312", + "pull_request:66331|pull_request:68331", + "pull_request:63547|pull_request:63557", + "pull_request:67360|pull_request:67380" + ], + "prepared_review_unit_hash": "d7e7354202c7595577cb4c7fc6223affbf103e3fce20571004fe5ed2e6bbba38", + "component_budget": { + "node_count": 528, + "item_count": 528, + "soft_pair_count": 1438, + "serialized_chars": 1672259, + "estimated_input_tokens": 418065, + "estimated_eval_tokens": 836386 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 25, + "serialized_chars": 108838, + "estimated_input_tokens": 27210, + "estimated_eval_tokens": 54676 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This batch is mostly clear duplicate/near-duplicate PR pairs around the same underlying fixes, with a few same-subsystem PRs that should stay separate because they change different code paths or behaviors.", + "confidence": 0.82, + "canonical_issue_reason": null, + "canonical_pr_reason": "PR 68819 is the best canonical representative: it fixes a concrete Windows command-shim spawn bug in the child adapter and includes direct test coverage, making it a crisp, low-ambiguity runtime fix.", + "best_issue_reason": null, + "best_pr_reason": "PR 68819 is the strongest standalone triage candidate overall because it has a specific bug, a concrete code-path fix, and clear regression tests; the nearby alternatives are narrower or more partial.", + "soft_edge_verdicts": [ + { + "left": "pull_request:68819", + "right": "pull_request:68849", + "accept": true, + "reason": "Same Windows .cmd shim allowlist bug in the child adapter; 68849 is a narrower subset of the broader fix in 68819." + }, + { + "left": "pull_request:68071", + "right": "pull_request:68093", + "accept": true, + "reason": "Same single-section config view header duplication issue; both modify the same render path for the same UI fix." + }, + { + "left": "pull_request:66063", + "right": "pull_request:66310", + "accept": true, + "reason": "Same cron startup state-guard bug for legacy jobs missing state; 66310 is the direct defensive follow-up to 66063." + }, + { + "left": "pull_request:67910", + "right": "pull_request:67923", + "accept": true, + "reason": "Both target the same memory-status dreaming-state rendering path and look like overlapping fixes for the same status display bug." + }, + { + "left": "pull_request:65895", + "right": "pull_request:65938", + "accept": true, + "reason": "Same docs update to add Bedrock Mantle to the provider index/model pages." + }, + { + "left": "pull_request:66067", + "right": "pull_request:66322", + "accept": true, + "reason": "Same TUI thinking-fragment formatting bug in the same formatter; both adjust whitespace/paragraph handling for the same output path." + }, + { + "left": "pull_request:66696", + "right": "pull_request:66753", + "accept": true, + "reason": "Both fix Corepack-managed pnpm support in pre-commit tooling and address the same execution path." + }, + { + "left": "pull_request:68106", + "right": "pull_request:68132", + "accept": true, + "reason": "Same Lobster workflow path error handling bug; 68132 is the fuller version of the same fix." + }, + { + "left": "pull_request:63871", + "right": "pull_request:64375", + "accept": true, + "reason": "Same deleteAfterRun cron behavior bug; 64375 just broadens the schedule kinds covered by the same fix." + }, + { + "left": "pull_request:68817", + "right": "pull_request:68849", + "accept": true, + "reason": "Same Windows .cmd shim allowlist change for CLI tools; 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not the same underlying change." + }, + { + "left": "pull_request:62238", + "right": "pull_request:66294", + "accept": false, + "reason": "Shared UI files do not imply the same bug; one is app/fork setup, the other is a keyboard layout fix." + }, + { + "left": "pull_request:66294", + "right": "pull_request:66960", + "accept": false, + "reason": "No concrete overlap beyond both being repository maintenance changes." + }, + { + "left": "pull_request:65205", + "right": "pull_request:67804", + "accept": false, + "reason": "Discord Activities support and Android build workflow are unrelated." + }, + { + "left": "pull_request:67948", + "right": "pull_request:68339", + "accept": false, + "reason": "Provider onboarding/docs PRs, but they target different providers and different features." + }, + { + "left": "pull_request:65205", + "right": "pull_request:68235", + "accept": false, + "reason": "Discord canvas support and exec-approval behavior are unrelated." + }, + { + "left": "pull_request:67451", + "right": "pull_request:68339", + "accept": false, + "reason": "WhatsApp target normalization and NVIDIA onboarding/docs do not fix the same problem." + }, + { + "left": "pull_request:68235", + "right": "pull_request:68339", + "accept": false, + "reason": "Exec approval routing and NVIDIA provider onboarding are unrelated." + }, + { + "left": "pull_request:63338", + "right": "pull_request:67451", + "accept": false, + "reason": "TTS overrides across Feishu/auto-reply code and WhatsApp target normalization are different change sets." + }, + { + "left": "pull_request:68339", + "right": "pull_request:68693", + "accept": false, + "reason": "Provider onboarding/docs versus memory search docs; no shared code change." + }, + { + "left": "pull_request:65606", + "right": "pull_request:67447", + "accept": false, + "reason": "QQBot gateway recovery and agent context injection are unrelated bugs." + }, + { + "left": "pull_request:64864", + "right": "pull_request:67536", + "accept": true, + "reason": "Same Slack subagent completion/thread-routing fix, touching the same code files and concrete delivery path; these are effectively duplicate implementations." + }, + { + "left": "pull_request:64996", + "right": "pull_request:67451", + "accept": false, + "reason": "Both mention WhatsApp group handling, but one is group listener access control and the other is target normalization; different bugs." + }, + { + "left": "pull_request:36050", + "right": "pull_request:36420", + "accept": false, + "reason": "Both are empty-string normalization fixes, but they apply to different parameter pipelines and concrete failure modes." + }, + { + "left": "pull_request:64996", + "right": "pull_request:68808", + "accept": false, + "reason": "WhatsApp group access-control fix and a broad media-support/custom-build PR are not the same change." + }, + { + "left": "pull_request:62238", + "right": "pull_request:68681", + "accept": false, + "reason": "Different repository areas and bug classes; only superficial broad-PR similarity." + }, + { + "left": "pull_request:66960", + "right": "pull_request:68681", + "accept": false, + "reason": "Lockfile/dependency update versus dreaming cleanup warning suppression are unrelated." + }, + { + "left": "pull_request:64996", + "right": "pull_request:68693", + "accept": false, + "reason": "WhatsApp group access control and memory-search documentation are unrelated." + }, + { + "left": "pull_request:64996", + "right": "pull_request:67842", + "accept": false, + "reason": "WhatsApp inbound group listener behavior and message-tool wording/monitoring are different fixes." + }, + { + "left": "pull_request:64996", + "right": "pull_request:68235", + "accept": false, + "reason": "Different subsystems and failure paths; not a duplicate." + }, + { + "left": "pull_request:64355", + "right": "pull_request:66385", + "accept": false, + "reason": "Campfire channel integration and allowExternalSkillsIn config are unrelated feature work." + }, + { + "left": "pull_request:64310", + "right": "pull_request:67623", + "accept": false, + "reason": "Audit script cleanup and sandbox backend registry scoping are different utility changes." + }, + { + "left": "pull_request:64355", + "right": "pull_request:68693", + "accept": false, + "reason": "Channel integration versus documentation update; not the same underlying bug/change." + }, + { + "left": "pull_request:64355", + "right": "pull_request:64996", + "accept": false, + "reason": "Different channels and code paths: Campfire integration versus WhatsApp listener access control." + }, + { + "left": "pull_request:64355", + "right": "pull_request:68802", + "accept": false, + "reason": "Campfire integration and Chinese documentation translation are unrelated." + }, + { + "left": "pull_request:64355", + "right": "pull_request:68808", + "accept": false, + "reason": "Campfire channel integration and broad media-support custom build are not the same change." + }, + { + "left": "pull_request:66385", + "right": "pull_request:68345", + "accept": false, + "reason": "Skills config and language-page hard-coding are unrelated." + }, + { + "left": "pull_request:64355", + "right": "pull_request:67804", + "accept": false, + "reason": "Different feature areas; one is a channel plugin, the other an Android workflow." + }, + { + "left": "pull_request:62238", + "right": "pull_request:66385", + "accept": false, + "reason": "Broad custom fork/docs work versus skills config work; no duplicate evidence." + }, + { + "left": "pull_request:66385", + "right": "pull_request:66960", + "accept": false, + "reason": "Skills config change and dependency bump are unrelated." + }, + { + "left": "pull_request:64310", + "right": "pull_request:68345", + "accept": false, + "reason": "Audit script refactor and locale hard-coding are not the same underlying change." + }, + { + "left": "pull_request:62238", + "right": "pull_request:64310", + "accept": false, + "reason": "Large custom fork PR and script refactor do not share a concrete bug or implementation." + }, + { + "left": "pull_request:64310", + "right": "pull_request:66960", + "accept": false, + "reason": "Different files and purposes; no duplicate relationship." + }, + { + "left": "pull_request:64310", + "right": "pull_request:67657", + "accept": false, + "reason": "Audit script cleanup and Yuanbo integration are unrelated." + }, + { + "left": "pull_request:66457", + "right": "pull_request:67535", + "accept": false, + "reason": "Log rotation implementation and a CLI downgrade-message tweak are different changes." + }, + { + "left": "pull_request:53348", + "right": "pull_request:53561", + "accept": false, + "reason": "Provider/docs merge and gateway handshake timeout fix are unrelated." + }, + { + "left": "pull_request:53280", + "right": "pull_request:53348", + "accept": false, + "reason": "Both are broad/repo-wide, but they change different areas and are not the same bug or feature." + }, + { + "left": "pull_request:37561", + "right": "pull_request:54040", + "accept": false, + "reason": "A type-import fix and web-search cache localization are different code paths." + }, + { + "left": "pull_request:37561", + "right": "pull_request:53420", + "accept": false, + "reason": "Different fixes in different modules; no same underlying bug." + }, + { + "left": "pull_request:37561", + "right": "pull_request:53711", + "accept": false, + "reason": "Type import correction versus Discord REST proxying are unrelated." + }, + { + "left": "pull_request:37561", + "right": "pull_request:53603", + "accept": false, + "reason": "Different behavior and code paths; not a duplicate." + }, + { + "left": "pull_request:37561", + "right": "pull_request:53561", + "accept": false, + "reason": "Import/type fix and gateway handshake timeout fix are unrelated." + }, + { + "left": "pull_request:53420", + "right": "pull_request:54040", + "accept": false, + "reason": "Media file mode normalization and web-search cache storage are different subsystems." + }, + { + "left": "pull_request:53711", + "right": "pull_request:54040", + "accept": false, + "reason": "Discord REST proxy wiring and web-search cache localization are unrelated." + }, + { + "left": "pull_request:53603", + "right": "pull_request:54040", + "accept": false, + "reason": "Provider capability tests and cache localization are not the same change." + }, + { + "left": "pull_request:53561", + "right": "pull_request:54040", + "accept": false, + "reason": "Handshake timeout behavior and cache localization are unrelated." + }, + { + "left": "pull_request:53420", + "right": "pull_request:53711", + "accept": false, + "reason": "Media rename/chmod fix and Discord proxy wiring are unrelated." + }, + { + "left": "pull_request:53603", + "right": "pull_request:53711", + "accept": false, + "reason": "Provider capability logic and Discord REST proxying do not share a concrete bug." + }, + { + "left": "pull_request:53420", + "right": "pull_request:53603", + "accept": false, + "reason": "Media file permissions and provider capability defaults are unrelated." + }, + { + "left": "pull_request:53561", + "right": "pull_request:54040", + "accept": false, + "reason": "Handshake timeout and shared-cache localization are different issues." + }, + { + "left": "pull_request:53280", + "right": "pull_request:53499", + "accept": false, + "reason": "Both are custom fork/community-style PRs, but their actual changes and goals differ." + }, + { + "left": "pull_request:53280", + "right": "pull_request:53885", + "accept": false, + "reason": "Different areas of the repo and unrelated change sets." + }, + { + "left": "pull_request:53280", + "right": "pull_request:53972", + "accept": false, + "reason": "Custom mainline bundle versus Android build workflow; not the same change." + }, + { + "left": "pull_request:37561", + "right": "pull_request:53280", + "accept": false, + "reason": "Type import fix and large custom fork bundle are unrelated." + }, + { + "left": "pull_request:37561", + "right": "pull_request:53499", + "accept": false, + "reason": "Type import fix and Chinese README addition are unrelated." + }, + { + "left": "pull_request:37561", + "right": "pull_request:53348", + "accept": false, + "reason": "Type import fix and provider merge/docs update are unrelated." + }, + { + "left": "pull_request:37561", + "right": "pull_request:53885", + "accept": false, + "reason": "Type import fix and the large custom media/tts bundle are unrelated." + }, + { + "left": "pull_request:37561", + "right": "pull_request:53972", + "accept": false, + "reason": "Type import fix and Android build workflow are unrelated." + }, + { + "left": "pull_request:53348", + "right": "pull_request:53499", + "accept": false, + "reason": "Different documentation/feature changes; not the same underlying bug." + }, + { + "left": "pull_request:53499", + "right": "pull_request:53885", + "accept": false, + "reason": "README localization and media/tts custom bundle are unrelated." + }, + { + "left": "pull_request:53499", + "right": "pull_request:53972", + "accept": false, + "reason": "README addition and Android workflow are not duplicates." + }, + { + "left": "pull_request:53348", + "right": "pull_request:53885", + "accept": false, + "reason": "Provider docs/labeling and large media/tts custom bundle are unrelated." + }, + { + "left": "pull_request:66960", + "right": "pull_request:67804", + "accept": false, + "reason": "Dependency bump and Android debug APK workflow are unrelated." + }, + { + "left": "pull_request:62238", + "right": "pull_request:53420", + "accept": false, + "reason": "Large custom setup/docs PR and media file chmod fix are different changes." + }, + { + "left": "pull_request:62238", + "right": "pull_request:53711", + "accept": false, + "reason": "Custom fork/docs bundle and Discord proxy fix are unrelated." + }, + { + "left": "pull_request:62238", + "right": "pull_request:68802", + "accept": false, + "reason": "Custom fork/docs bundle and translation-only PR are unrelated." + }, + { + "left": "pull_request:66294", + "right": "pull_request:68235", + "accept": false, + "reason": "Keyboard layout fix and exec-approval behavior fix are unrelated." + }, + { + "left": "pull_request:67326", + "right": "pull_request:67842", + "accept": false, + "reason": "Media auth headers and message-tool wording are unrelated." + }, + { + "left": "pull_request:64996", + "right": "pull_request:67451", + "accept": false, + "reason": "Group allowlist handling and group-prefix normalization are adjacent but distinct bugs; not the same concrete fix." + }, + { + "left": "pull_request:66385", + "right": "pull_request:68339", + "accept": false, + "reason": "Skills config and NVIDIA provider onboarding are unrelated." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 2, + "component_count": 124, + "review_unit_index": 46, + "review_unit_count": 46, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-18915-528", + "nodes": [ + "pull_request:53280", + "pull_request:53348", + "pull_request:53499", + "pull_request:53711", + "pull_request:53885", + "pull_request:53972", + "pull_request:54040" + ], + "soft_pairs": [ + "pull_request:53348|pull_request:53972", + "pull_request:53280|pull_request:54040", + "pull_request:53499|pull_request:54040", + "pull_request:53348|pull_request:54040", + "pull_request:53885|pull_request:54040", + "pull_request:53280|pull_request:53711" + ], + "prepared_review_unit_hash": "71e8b2acf48781c68cc15273543dfb876522c8410ebd28156a3664708567d842", + "component_budget": { + "node_count": 528, + "item_count": 528, + "soft_pair_count": 1438, + "serialized_chars": 1672259, + "estimated_input_tokens": 418065, + "estimated_eval_tokens": 836386 + }, + "budget": { + "node_count": 7, + "item_count": 7, + "soft_pair_count": 6, + "serialized_chars": 17747, + "estimated_input_tokens": 4437, + "estimated_eval_tokens": 9130 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This is a noisy cluster of unrelated pull requests: compatibility/runtime plumbing, DeepSeek docs/labels, Chinese README, Discord proxy handling, Android CI, and web-search cache hardening. None look like the same underlying bug or change, so there is no duplicate canonical to consolidate.", + "confidence": 0.97, + "canonical_issue_reason": null, + "canonical_pr_reason": "No single underlying PR/change emerges from the cluster; the candidates span different subsystems and unrelated goals, so there is no safe canonical PR.", + "best_issue_reason": null, + "best_pr_reason": "No PR is a good cluster representative because the cluster is not a true duplicate set; the safest choice is to leave it uncannonicalized.", + "soft_edge_verdicts": [ + { + "left": "pull_request:53348", + "right": "pull_request:53972", + "accept": false, + "reason": "Different changes: DeepSeek provider docs/labeling vs Android GitHub Actions build workflow. No shared code path or bug fix." + }, + { + "left": "pull_request:53280", + "right": "pull_request:54040", + "accept": false, + "reason": "Unrelated scopes: control-plane/runtime compatibility plumbing vs web-search cache localization. Different modules and problems." + }, + { + "left": "pull_request:53499", + "right": "pull_request:54040", + "accept": false, + "reason": "README translation/content-only PR versus web-search cache implementation change. Not the same underlying change." + }, + { + "left": "pull_request:53348", + "right": "pull_request:54040", + "accept": false, + "reason": "DeepSeek provider/docs update is unrelated to web-search cache hardening; no common concrete code-path problem." + }, + { + "left": "pull_request:53885", + "right": "pull_request:54040", + "accept": false, + "reason": "Broad multi-file PR about Sophia/Docker/docs/matrix/prompt-observer changes, not the same as a web-search cache fix." + }, + { + "left": "pull_request:53280", + "right": "pull_request:53711", + "accept": false, + "reason": "Control-plane compatibility/runtime integration and Discord proxy wiring are different features in different subsystems." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 3, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-33915-3", + "nodes": [ + "pull_request:33915", + "pull_request:39206", + "pull_request:39207" + ], + "soft_pairs": [ + "pull_request:33915|pull_request:39206", + "pull_request:33915|pull_request:39207", + "pull_request:39206|pull_request:39207" + ], + "prepared_review_unit_hash": "f9bc731066f7ac59683efb73db692096f67c3e4f417e47b713c742d9de4e4f28", + "component_budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 3, + "serialized_chars": 8358, + "estimated_input_tokens": 2090, + "estimated_eval_tokens": 4436 + }, + "budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 3, + "serialized_chars": 8358, + "estimated_input_tokens": 2090, + "estimated_eval_tokens": 4436 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These PRs are related hook-framework work, but they implement different hook stages and behaviors: observability hooks, LLM-call gating hooks, and response-emission hooks. They are not duplicates of the same underlying change.", + "confidence": 0.97, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": null, + "best_pr_reason": "PR 39206 is the strongest representative of the cluster because it is the most central hook-pipeline change, spanning before/after LLM call behavior and integrating multiple affected call sites and tests.", + "soft_edge_verdicts": [ + { + "left": "pull_request:33915", + "right": "pull_request:39206", + "accept": false, + "reason": "Both touch hook plumbing, but 33915 adds loop/context observability hooks while 39206 adds before/after LLM-call gating and tool filtering. Different code paths and different behavior." + }, + { + "left": "pull_request:33915", + "right": "pull_request:39207", + "accept": false, + "reason": "33915 is about context/loop observability; 39207 is about response-emission/output-policy hooks. Same subsystem, but not the same underlying change." + }, + { + "left": "pull_request:39206", + "right": "pull_request:39207", + "accept": false, + "reason": "Both extend hooks, but one targets LLM-call/tool gating and the other targets assistant response emission. They are separate features and would not be merged as one PR." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 4, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-35832-2", + "nodes": [ + "pull_request:35832", + "pull_request:35866" + ], + "soft_pairs": [ + "pull_request:35832|pull_request:35866" + ], + "prepared_review_unit_hash": "0376d1794550db5f23f8f786357ce07fd5b5e489878f5f7ffd5794050bfd88cb", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4691, + "estimated_input_tokens": 1173, + "estimated_eval_tokens": 2602 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4691, + "estimated_input_tokens": 1173, + "estimated_eval_tokens": 2602 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These are two separate Feishu feature PRs: one adds an urgent/buzz notification tool, the other extends chat operations with announcements and group management. They share the same subsystem but not the same underlying change.", + "confidence": 0.92, + "canonical_issue_reason": null, + "canonical_pr_reason": "PR #35866 is the better canonical representative because it is the broader, more central Feishu chat enhancement and includes schema, implementation, tests, and skill docs.", + "best_issue_reason": null, + "best_pr_reason": "PR #35866 is the strongest overall representative of the cluster since it covers a larger, more complete feature area and is less narrowly scoped than the urgent/buzz tool PR.", + "soft_edge_verdicts": [ + { + "left": "pull_request:35832", + "right": "pull_request:35866", + "accept": false, + "reason": "Different feature work: #35832 adds urgent/buzz notifications, while #35866 adds chat announcements and group management. They do not appear to fix the same code-path problem or be mergeable as one PR." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 5, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-35877-2", + "nodes": [ + "pull_request:35877", + "pull_request:35923" + ], + "soft_pairs": [ + "pull_request:35877|pull_request:35923" + ], + "prepared_review_unit_hash": "307385c8dc630ae580b0f5299bfe3c9bf991e528de69767fba5df21908e6da1e", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 3982, + "estimated_input_tokens": 996, + "estimated_eval_tokens": 2248 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 3982, + "estimated_input_tokens": 996, + "estimated_eval_tokens": 2248 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Both pull requests target the same doctor behavior around stripping unknown config keys in openclaw.json and share the same issue target. PR 35877 is the substantive fix; PR 35923 is a narrow wording tweak on the same code path, so they are close enough to cluster together.", + "confidence": 0.82, + "canonical_issue_reason": null, + "canonical_pr_reason": "PR 35877 is the broader, primary implementation: it adds the warning flow, test coverage, and supporting refactor/export changes needed for the feature. PR 35923 only refines the warning text.", + "best_issue_reason": null, + "best_pr_reason": "PR 35877 best represents the cluster because it contains the actual feature/fix rather than just a messaging follow-up.", + "soft_edge_verdicts": [ + { + "left": "pull_request:35877", + "right": "pull_request:35923", + "accept": true, + "reason": "Same underlying doctor-config unknown-key removal change on the same function path and same issue target; 35923 reads like a follow-up refinement of 35877 rather than a separate bugfix." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet: both PRs target issue #35864, touch the same doctor-config flow, and PR 35923 appears to be a narrow message refinement on top of PR 35877\u2019s broader implementation. The soft-edge acceptance is conservative enough, and the pair looks mergeable as one bugfix PR." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 6, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-36052-2", + "nodes": [ + "pull_request:36052", + "pull_request:36063" + ], + "soft_pairs": [ + "pull_request:36052|pull_request:36063" + ], + "prepared_review_unit_hash": "fb0429b857bc4281b6187155384b2408df5c4c5f9c33efd06e5f5182fea92999", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4287, + "estimated_input_tokens": 1072, + "estimated_eval_tokens": 2400 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4287, + "estimated_input_tokens": 1072, + "estimated_eval_tokens": 2400 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "The two PRs are both input-validation hardening changes, but they target different subsystems and different concrete code paths: Telegram replyToId parsing vs CLI port parsing. They are not duplicates or mergeable into one PR.", + "confidence": 0.97, + "canonical_issue_reason": null, + "canonical_pr_reason": "pull_request:36063 is the cleaner representative of the cluster because it is a focused strict-parsing change in a shared utility with clear validation semantics, whereas 36052 is an unrelated Telegram-specific parser fix.", + "best_issue_reason": null, + "best_pr_reason": "pull_request:36063 is the best overall representative: it has a straightforward, self-contained fix with explicit edge-case coverage and broader utility than the Telegram-specific parser change.", + "soft_edge_verdicts": [ + { + "left": "pull_request:36052", + "right": "pull_request:36063", + "accept": false, + "reason": "Both are about rejecting malformed inputs, but they fix different functions in different domains and code paths; they do not look like the same underlying bug or a single mergeable PR." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 7, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-36086-2", + "nodes": [ + "pull_request:36086", + "pull_request:68850" + ], + "soft_pairs": [ + "pull_request:36086|pull_request:68850" + ], + "prepared_review_unit_hash": "358d26ce06ecd185479784441e94cc18a8f5ab5987d380fc53c955e0badae984", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4460, + "estimated_input_tokens": 1115, + "estimated_eval_tokens": 2486 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4460, + "estimated_input_tokens": 1115, + "estimated_eval_tokens": 2486 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These two PRs are both UI label fixes, but they target different code paths and different bugs: cron job agent display vs. synthetic session selector labels. They should not be deduplicated.", + "confidence": 0.96, + "canonical_issue_reason": null, + "canonical_pr_reason": "No single canonical PR: the changes fix different user-visible issues in different UI areas, so they are not duplicates of the same underlying change.", + "best_issue_reason": null, + "best_pr_reason": "PR #36086 is the better representative of the cluster because it addresses a concrete end-user bug with explicit behavior in the cron jobs list, whereas #68850 is a narrower label-normalization tweak.", + "soft_edge_verdicts": [ + { + "left": "pull_request:36086", + "right": "pull_request:68850", + "accept": false, + "reason": "Different underlying problems and code paths: #36086 shows the effective default agent for cron jobs without agentId, while #68850 cleans synthetic session selector labels. They are both UI polish, but not the same fix and would not plausibly merge into one PR." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 8, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-36345-2", + "nodes": [ + "pull_request:36345", + "pull_request:36509" + ], + "soft_pairs": [ + "pull_request:36345|pull_request:36509" + ], + "prepared_review_unit_hash": "54214db91f3b834bf3f380556f4fc7cdda836889e0163db9c17ceb13a52a2b59", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4221, + "estimated_input_tokens": 1056, + "estimated_eval_tokens": 2368 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4221, + "estimated_input_tokens": 1056, + "estimated_eval_tokens": 2368 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Two open PRs both relate to stale version reporting after global/runtime updates, but they fix different layers of the problem and are not safe to treat as duplicates.", + "confidence": 0.79, + "canonical_issue_reason": null, + "canonical_pr_reason": "PR 36509 is the more direct match to the reported stale-version symptom: it refreshes the service version at gateway startup when wrapper scripts still carry an old baked-in value.", + "best_issue_reason": null, + "best_pr_reason": "PR 36509 is the best representative of the cluster because it targets the concrete runtime path where the wrong version is observed, whereas PR 36345 only changes the generated service environment.", + "soft_edge_verdicts": [ + { + "left": "pull_request:36345", + "right": "pull_request:36509", + "accept": false, + "reason": "Reject: both mention version precedence and the same issue target, but they modify different code paths\u2014service environment generation vs. gateway startup refresh. They are related fixes, not the same concrete change." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 9, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-36351-2", + "nodes": [ + "pull_request:36351", + "pull_request:65333" + ], + "soft_pairs": [ + "pull_request:36351|pull_request:65333" + ], + "prepared_review_unit_hash": "43af06e37705af5fb34d63782b77a401f8bdb49d88d9da7065636211e59773a2", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 3881, + "estimated_input_tokens": 971, + "estimated_eval_tokens": 2198 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 3881, + "estimated_input_tokens": 971, + "estimated_eval_tokens": 2198 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Both PRs touch gateway auth defaults, but they address different code paths: one changes auth resolution defaults, the other tests token persistence during install. They are related, but not the same concrete change.", + "confidence": 0.91, + "canonical_issue_reason": null, + "canonical_pr_reason": "PR #36351 is the cleaner canonical PR because it directly fixes the default gateway auth mode in the core resolver and has an explicit issue target.", + "best_issue_reason": null, + "best_pr_reason": "PR #36351 is the best representative of the cluster since it contains the primary behavior change and is the more direct fix for the default-mode bug.", + "soft_edge_verdicts": [ + { + "left": "pull_request:36351", + "right": "pull_request:65333", + "accept": false, + "reason": "Related gateway-auth work, but the diffs hit different paths: auth resolution vs install-token persistence. That is not enough to treat them as the same underlying change." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 10, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-36616-2", + "nodes": [ + "pull_request:36616", + "pull_request:53784" + ], + "soft_pairs": [ + "pull_request:36616|pull_request:53784" + ], + "prepared_review_unit_hash": "fea862387a13c23d0d2422bb4e2c84c4531d291deca5dba291d33e8e6e0ec1de", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4522, + "estimated_input_tokens": 1131, + "estimated_eval_tokens": 2518 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4522, + "estimated_input_tokens": 1131, + "estimated_eval_tokens": 2518 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "The two Feishu PRs are related to media handling but address different concrete behaviors: one adds media duration extraction for upload API payloads, while the other broadens audio-format recognition/playability and adds tests. They are not duplicates and should not be merged as the same change.", + "confidence": 0.96, + "canonical_issue_reason": null, + "canonical_pr_reason": "No canonical PR as duplicates: PR #36616 is about passing audio/video duration to the upload API, while PR #53784 is about recognizing common audio formats as playable audio messages. Different code-path goals and acceptance criteria.", + "best_issue_reason": null, + "best_pr_reason": "PR #53784 is the stronger representative of the cluster only in the sense that it is more user-facing and includes tests, but it is not a duplicate of #36616. If one must be highlighted, #53784 is the more specific feature/change.", + "soft_edge_verdicts": [ + { + "left": "pull_request:36616", + "right": "pull_request:53784", + "accept": false, + "reason": "Different underlying changes: #36616 extracts and forwards duration metadata for uploads; #53784 changes audio format detection/playability for common codecs. Shared files and subsystem are not enough to treat them as the same PR." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 11, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-36619-2", + "nodes": [ + "pull_request:36619", + "pull_request:36629" + ], + "soft_pairs": [ + "pull_request:36619|pull_request:36629" + ], + "prepared_review_unit_hash": "66cb5c96865aa70d6554c93798162ba9f06f5b9748c266a19d20d750f5803029", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4375, + "estimated_input_tokens": 1094, + "estimated_eval_tokens": 2444 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4375, + "estimated_input_tokens": 1094, + "estimated_eval_tokens": 2444 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Two open PRs appear to address the same session-maintenance bug: stale `.deleted` archived files not being cleaned up consistently. PR 36629 is the broader, more complete fix; PR 36619 is a narrower subset focused on the store path.", + "confidence": 0.74, + "canonical_issue_reason": null, + "canonical_pr_reason": "36629 is the better canonical PR because it implements the cleanup fix across both the store maintenance path and the cron session reaper, making it the more complete representation of the underlying bug.", + "best_issue_reason": null, + "best_pr_reason": "36629 best represents the cluster because it covers the same `.deleted`-file cleanup problem while also fixing the additional session-reaper code path, so it is the most complete candidate.", + "soft_edge_verdicts": [ + { + "left": "pull_request:36619", + "right": "pull_request:36629", + "accept": true, + "reason": "Both PRs target the same underlying bug: old `.deleted` session artifacts not being pruned during maintenance. They touch the same cleanup call in `src/config/sessions/store.ts`, and 36629 extends the same fix to the cron reaper, so they are close enough to treat as the same change cluster." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 12, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-36630-2", + "nodes": [ + "pull_request:36630", + "pull_request:56791" + ], + "soft_pairs": [ + "pull_request:36630|pull_request:56791" + ], + "prepared_review_unit_hash": "9007451dd54b2b63c39345f39c4c177a7b0140e495e39dca3c09acad87d8366d", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 5543, + "estimated_input_tokens": 1386, + "estimated_eval_tokens": 3028 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 5543, + "estimated_input_tokens": 1386, + "estimated_eval_tokens": 3028 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These PRs are related to Signal quote/ reply handling, but they address different sides of the flow: one implements bidirectional quote-reply support broadly, while the other forwards quote metadata into agent context. They are not the same concrete change.", + "confidence": 0.88, + "canonical_issue_reason": null, + "canonical_pr_reason": "pull_request:36630 is the better canonical PR candidate because it is the broader, user-visible change and includes the actual reply/quote delivery path rather than only metadata plumbing.", + "best_issue_reason": null, + "best_pr_reason": "pull_request:36630 is the strongest representative of the cluster since it covers the larger end-to-end fix across reply delivery and quote behavior, whereas pull_request:56791 is a narrower context-forwarding change.", + "soft_edge_verdicts": [ + { + "left": "pull_request:36630", + "right": "pull_request:56791", + "accept": false, + "reason": "They share Signal quote-related files, but 36630 implements bidirectional quote-reply support across delivery paths, while 56791 only forwards quote metadata to agent context. Different code-path problems, not mergeable as one PR." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 13, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-36909-2", + "nodes": [ + "pull_request:36909", + "pull_request:68491" + ], + "soft_pairs": [ + "pull_request:36909|pull_request:68491" + ], + "prepared_review_unit_hash": "ccb5e784871786493a09412f2ef3ab97719d13436fb334ad0115a9643c19def1", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4093, + "estimated_input_tokens": 1024, + "estimated_eval_tokens": 2304 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4093, + "estimated_input_tokens": 1024, + "estimated_eval_tokens": 2304 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Two Feishu reply-dispatcher PRs both touch duplicate delivery handling, but they address different failure modes: one prevents extra streaming cards for multiple final payloads, the other suppresses a redundant post-close message delivery. Similar area, not the same concrete fix.", + "confidence": 0.84, + "canonical_issue_reason": null, + "canonical_pr_reason": "PR #68491 is the more specific, issue-linked fix: it directly targets the duplicate message after streaming-card close and includes the corrective state tracking in reply-dispatcher.ts.", + "best_issue_reason": null, + "best_pr_reason": "PR #68491 is the best representative of the cluster because it has an explicit issue target and a narrowly described bug fix; PR #36909 is broader and appears to cover a different duplicate-card scenario.", + "soft_edge_verdicts": [ + { + "left": "pull_request:36909", + "right": "pull_request:68491", + "accept": false, + "reason": "Both are in the same Feishu reply dispatcher, but #36909 prevents duplicate streaming cards for multi-payload final replies while #68491 prevents a redundant message after the streaming card is closed. Related, but not the same concrete bug or mergeable change." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 14, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-36999-2", + "nodes": [ + "pull_request:36999", + "pull_request:37127" + ], + "soft_pairs": [ + "pull_request:36999|pull_request:37127" + ], + "prepared_review_unit_hash": "458b265590f4173aef8cf7623cc26cd9a6b001a421cac0e75287729ec2c0992d", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 3994, + "estimated_input_tokens": 999, + "estimated_eval_tokens": 2254 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 3994, + "estimated_input_tokens": 999, + "estimated_eval_tokens": 2254 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Both PRs remove the broken Xfinity/SSL troubleshooting link in the FAQ; PR #37127 is the broader fix because it updates both English and Chinese docs and references the tracking issue.", + "confidence": 0.91, + "canonical_issue_reason": null, + "canonical_pr_reason": "PR #37127 is the most complete representative: it fixes the broken FAQ link in the main English doc and also applies the same cleanup to the Chinese translation.", + "best_issue_reason": null, + "best_pr_reason": "PR #37127 is the best overall PR because it covers the same broken-link fix plus the localized docs update, making it the most comprehensive version of the change.", + "soft_edge_verdicts": [ + { + "left": "pull_request:36999", + "right": "pull_request:37127", + "accept": true, + "reason": "Same underlying docs bug: removing the broken Xfinity SSL troubleshooting link from the FAQ. The second PR includes the same English edit plus a Chinese translation update, so they are closely related and could plausibly be consolidated." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet: both PRs remove the same broken FAQ link, and PR #37127 also updates the Chinese translation. The soft-edge verdict is conservative because it only says the changes could plausibly be consolidated into one PR for the same docs bugfix. No overstatement detected." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 15, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-37034-2", + "nodes": [ + "pull_request:37034", + "pull_request:53400" + ], + "soft_pairs": [ + "pull_request:37034|pull_request:53400" + ], + "prepared_review_unit_hash": "1cafe09e9e23f9de7350831ec4f576a43475b78f195e0cfbbc8f3defaeb8fbe9", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4130, + "estimated_input_tokens": 1033, + "estimated_eval_tokens": 2322 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4130, + "estimated_input_tokens": 1033, + "estimated_eval_tokens": 2322 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These are both zh-CN localization PRs, but they fix different translation gaps. PR 37034 adds cron-specific keys, while PR 53400 adds a broader set of missing translations and also touches an unrelated Telegram test.", + "confidence": 0.92, + "canonical_issue_reason": null, + "canonical_pr_reason": "PR 53400 is the broader and more representative zh-CN translation update; it covers the locale file plus additional translation work, whereas 37034 is a smaller cron-only patch.", + "best_issue_reason": null, + "best_pr_reason": "PR 53400 is the best representative of the cluster because it is the more complete localization-related change and is not limited to a single cron subsection.", + "soft_edge_verdicts": [ + { + "left": "pull_request:37034", + "right": "pull_request:53400", + "accept": false, + "reason": "Same locale file, but the concrete changes are different: 37034 adds cron labels, while 53400 adds other missing translations and a Telegram test. They are not the same underlying change and would not plausibly be merged as one PR." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 16, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-37055-3", + "nodes": [ + "pull_request:37055", + "pull_request:66355", + "pull_request:68702" + ], + "soft_pairs": [ + "pull_request:37055|pull_request:66355", + "pull_request:37055|pull_request:68702" + ], + "prepared_review_unit_hash": "234a6cc1a070803fa7b3fa293359fde8f569a7f48a620a90f9cc66ddf258ac32", + "component_budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 7561, + "estimated_input_tokens": 1891, + "estimated_eval_tokens": 4038 + }, + "budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 7561, + "estimated_input_tokens": 1891, + "estimated_eval_tokens": 4038 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "All three PRs are docker-adjacent but they fix different problems: gateway startup/origin config, qa-lab bootstrap/security plumbing, and host.docker.internal support for local providers. None of the soft pairs looks like the same underlying change.", + "confidence": 0.96, + "canonical_issue_reason": null, + "canonical_pr_reason": "No clear canonical PR for the cluster as a whole. PR #68702 is the cleanest focused change because it has an explicit issue target and a single docker-networking goal; the others are broader or solve different code paths.", + "best_issue_reason": null, + "best_pr_reason": "PR #68702 is the best representative artifact: it is narrowly scoped, explicitly targets #68684, and the diff coherently updates docker-compose plus docs for one concrete docker connectivity bug.", + "soft_edge_verdicts": [ + { + "left": "pull_request:37055", + "right": "pull_request:66355", + "accept": false, + "reason": "Different underlying bugs and areas: gateway unconfigured/origin startup handling versus qa-lab token/bootstrap and loopback port binding. Too broad and unrelated to merge as one PR." + }, + { + "left": "pull_request:37055", + "right": "pull_request:68702", + "accept": false, + "reason": "Both touch docker-compose/docs, but one fixes gateway control UI allowlist/startup behavior while the other enables host.docker.internal for host-local AI providers. Same files, different concrete problems." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 17, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-37377-2", + "nodes": [ + "pull_request:37377", + "pull_request:68495" + ], + "soft_pairs": [ + "pull_request:37377|pull_request:68495" + ], + "prepared_review_unit_hash": "816403e343a1d09bf643b8cbd3a97c45ad158eba250d8fb759e4a8e21be8564a", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4731, + "estimated_input_tokens": 1183, + "estimated_eval_tokens": 2622 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4731, + "estimated_input_tokens": 1183, + "estimated_eval_tokens": 2622 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Both PRs implement the same core feature: deterministic skill/slash-command dispatch via a `command-exec`/`command-dispatch: exec` path. The later PR is broader and appears to subsume the earlier one rather than being a separate change.", + "confidence": 0.81, + "canonical_issue_reason": null, + "canonical_pr_reason": "PR #68495 is the more complete implementation of the exec-dispatch feature, with broader integration and tests; it reads like the superseding patch.", + "best_issue_reason": null, + "best_pr_reason": "PR #68495 is the best representative because it covers the full exec-dispatch behavior and surrounding integrations, while #37377 looks like an earlier partial version of the same change.", + "soft_edge_verdicts": [ + { + "left": "pull_request:37377", + "right": "pull_request:68495", + "accept": true, + "reason": "Same underlying feature: add deterministic `command-exec`/exec dispatch for skills. The file overlap in `types.ts`, `workspace.ts`, and reply-handling code suggests one cohesive change that could plausibly be merged as a single PR." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet: both PRs touch the same skills dispatch path, share key files (`types.ts`, `workspace.ts`, `get-reply-inline-actions.ts`), and the later PR explicitly describes `command-dispatch: exec` with `command-exec`. The wording stays reasonably cautious about the later PR superseding the earlier one." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 18, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-37549-8", + "nodes": [ + "pull_request:37549", + "pull_request:62415", + "pull_request:62481", + "pull_request:62482", + "pull_request:65804", + "pull_request:67203", + "pull_request:67206", + "pull_request:67292" + ], + "soft_pairs": [ + "pull_request:37549|pull_request:67206", + "pull_request:37549|pull_request:62482", + "pull_request:37549|pull_request:62415", + "pull_request:37549|pull_request:65804", + "pull_request:62415|pull_request:67206", + "pull_request:62415|pull_request:62482", + "pull_request:62415|pull_request:65804", + "pull_request:62481|pull_request:62482", + "pull_request:65804|pull_request:67206", + "pull_request:67203|pull_request:67292", + "pull_request:67206|pull_request:67292" + ], + "prepared_review_unit_hash": "269478f3c813ea68c7139d36fa25df01a83c757c0a2da7f7536fcfbc7fbfb238", + "component_budget": { + "node_count": 8, + "item_count": 8, + "soft_pair_count": 11, + "serialized_chars": 20830, + "estimated_input_tokens": 5208, + "estimated_eval_tokens": 10672 + }, + "budget": { + "node_count": 8, + "item_count": 8, + "soft_pair_count": 11, + "serialized_chars": 20830, + "estimated_input_tokens": 5208, + "estimated_eval_tokens": 10672 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "This set splits into two real duplicate families: logging subsystem logger rotation/invalidation, and Mistral reasoning_content parsing in openai transport. I\u2019d dedupe within each family, but keep the logging family separate from the Mistral change.", + "confidence": 0.78, + "canonical_issue_reason": null, + "canonical_pr_reason": "PR 67206 is the strongest canonical representative for the logging family: it directly fixes subsystem file loggers being invalidated when the parent logger is rebuilt, and it includes focused regression coverage. The other logging PRs look like iterations on the same stale-child-logger bug.", + "best_issue_reason": null, + "best_pr_reason": "PR 67206 is the best single anchor for the cluster because it is the clearest end-to-end fix in the largest duplicate family, with the most explicit behavior and test coverage.", + "soft_edge_verdicts": [ + { + "left": "pull_request:37549", + "right": "pull_request:67206", + "accept": true, + "reason": "Same underlying logging-rotation bug: subsystem loggers must refresh when the parent logger is rebuilt/rotated." + }, + { + "left": "pull_request:37549", + "right": "pull_request:62482", + "accept": true, + "reason": "Both address the same stale subsystem file logger problem during log rollover/rotation." + }, + { + "left": "pull_request:37549", + "right": "pull_request:62415", + "accept": true, + "reason": "Same code-path fix for subsystem file logger refresh after parent/date-roll rebuild." + }, + { + "left": "pull_request:37549", + "right": "pull_request:65804", + "accept": true, + "reason": "Same stale SubsystemLogger child-on-rotation bug, just expressed with a slightly different implementation." + }, + { + "left": "pull_request:62415", + "right": "pull_request:67206", + "accept": true, + "reason": "Both fix the same subsystem logger invalidation problem after parent logger rebuilds." + }, + { + "left": "pull_request:62415", + "right": "pull_request:62482", + "accept": true, + "reason": "Same daily rollover/subsystem file logger refresh bug in the logging subsystem." + }, + { + "left": "pull_request:62415", + "right": "pull_request:65804", + "accept": true, + "reason": "Same rolling log rotation issue; both refresh the subsystem file child logger on rebuild." + }, + { + "left": "pull_request:62481", + "right": "pull_request:62482", + "accept": false, + "reason": "These are different problems: model-catalog phantom provider grouping vs logging rollover refresh." + }, + { + "left": "pull_request:65804", + "right": "pull_request:67206", + "accept": true, + "reason": "Same logger-cache invalidation fix for subsystem file loggers when the parent logger changes." + }, + { + "left": "pull_request:67203", + "right": "pull_request:67292", + "accept": true, + "reason": "Both target the same Mistral reasoning_content/non-string delta parsing bug in openai-transport-stream." + }, + { + "left": "pull_request:67206", + "right": "pull_request:67292", + "accept": false, + "reason": "They touch unrelated code paths: logging rotation invalidation vs Mistral stream parsing; shared issue metadata is not enough." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The clustering is grounded in the packet: the logging PRs coherently form one duplicate family around subsystem logger refresh/rotation, and 67203/67292 coherently form the separate Mistral reasoning_content parsing family. The false negative on 62481 vs 62482 is conservative and supported by the differing problem statements, and the accepted soft edges stay within the evidence shown." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 19, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-37576-6", + "nodes": [ + "pull_request:37576", + "pull_request:53336", + "pull_request:53707", + "pull_request:64600", + "pull_request:66515", + "pull_request:67556" + ], + "soft_pairs": [ + "pull_request:37576|pull_request:53336", + "pull_request:37576|pull_request:53707", + "pull_request:37576|pull_request:67556", + "pull_request:53336|pull_request:53707", + "pull_request:53336|pull_request:67556", + "pull_request:53336|pull_request:66515", + "pull_request:53336|pull_request:64600", + "pull_request:53707|pull_request:67556" + ], + "prepared_review_unit_hash": "877a35a2ea85d0369f068e511cf8ef98f1cbda5677a73ac6297273f260827ed1", + "component_budget": { + "node_count": 6, + "item_count": 6, + "soft_pair_count": 8, + "serialized_chars": 18976, + "estimated_input_tokens": 4744, + "estimated_eval_tokens": 9744 + }, + "budget": { + "node_count": 6, + "item_count": 6, + "soft_pair_count": 8, + "serialized_chars": 18976, + "estimated_input_tokens": 4744, + "estimated_eval_tokens": 9744 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These PRs are separate provider-integration features (DeepInfra, HexaClaw, Novita, Servepath, Yandex, Nebius). They share similar boilerplate and generated registry updates, but they do not fix the same bug or implement the same change.", + "confidence": 0.97, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": null, + "best_pr_reason": "No single PR is a valid canonical representative: each targets a different provider and code path, so they are not mergeable as one change.", + "soft_edge_verdicts": [ + { + "left": "pull_request:37576", + "right": "pull_request:53336", + "accept": false, + "reason": "Different providers and implementations: DeepInfra vs HexaClaw. Similar onboarding/registry plumbing only." + }, + { + "left": "pull_request:37576", + "right": "pull_request:53707", + "accept": false, + "reason": "Different provider integrations: DeepInfra vs Novita. Shared provider-bundling patterns are not enough to treat as duplicates." + }, + { + "left": "pull_request:37576", + "right": "pull_request:67556", + "accept": false, + "reason": "Different provider integrations: DeepInfra vs Nebius. They do not address the same concrete code path." + }, + { + "left": "pull_request:53336", + "right": "pull_request:53707", + "accept": false, + "reason": "Both add bundled providers, but HexaClaw and Novita are distinct plugins with different catalogs and onboarding flows." + }, + { + "left": "pull_request:53336", + "right": "pull_request:64600", + "accept": false, + "reason": "Different providers and surfaces: HexaClaw plugin vs Servepath provider. Shared generated metadata changes are incidental." + }, + { + "left": "pull_request:53336", + "right": "pull_request:66515", + "accept": false, + "reason": "Different providers: HexaClaw vs Yandex. Same broad subsystem, but not the same underlying feature." + }, + { + "left": "pull_request:53336", + "right": "pull_request:67556", + "accept": false, + "reason": "Different providers and code paths: HexaClaw plugin vs Nebius provider. Not mergeable as one PR." + }, + { + "left": "pull_request:53707", + "right": "pull_request:67556", + "accept": false, + "reason": "Different providers: Novita vs Nebius. Similar provider-registration scaffolding does not indicate duplicate change." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 20, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-42637-2", + "nodes": [ + "pull_request:42637", + "pull_request:42669" + ], + "soft_pairs": [ + "pull_request:42637|pull_request:42669" + ], + "prepared_review_unit_hash": "4c036f735d2fd5602502faa1867fc75155c91880b8e2128f493343f0a39e1a65", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 7341, + "estimated_input_tokens": 1836, + "estimated_eval_tokens": 3928 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 7341, + "estimated_input_tokens": 1836, + "estimated_eval_tokens": 3928 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These two PRs overlap heavily in Slack monitor prompt-building files, but their stated goals differ: one fixes truncated prompt skill names, the other adds prompt-ordering config. Shared refactor area alone is not enough to treat them as duplicates.", + "confidence": 0.91, + "canonical_issue_reason": null, + "canonical_pr_reason": "PR #42669 is the broader, more central change in the shared Slack monitor prompt path and is the better representative of the cluster; #42637 looks like a narrower bug fix riding the same refactor surface.", + "best_issue_reason": null, + "best_pr_reason": "PR #42669 is the best representative because it appears to introduce the main feature work and shared infrastructure changes, whereas #42637 is a narrower follow-on fix.", + "soft_edge_verdicts": [ + { + "left": "pull_request:42637", + "right": "pull_request:42669", + "accept": false, + "reason": "Do not merge as duplicates: the titles and likely outcomes differ (truncated skill-name bug fix vs prompt-ordering feature). They share files because both touch the same Slack prompt assembly refactor, but they do not look like the same concrete code-path problem and would not naturally be one PR." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 21, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-50200-2", + "nodes": [ + "pull_request:50200", + "pull_request:64184" + ], + "soft_pairs": [ + "pull_request:50200|pull_request:64184" + ], + "prepared_review_unit_hash": "6189db12a2aa5e0801061d22889cd9317ec087644e7eb737146c3beb83e6175f", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4790, + "estimated_input_tokens": 1198, + "estimated_eval_tokens": 2652 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4790, + "estimated_input_tokens": 1198, + "estimated_eval_tokens": 2652 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Both PRs are Slack-media related, but they fix different layers of the pipeline: one recovers a fresh download URL for DM file attachments, the other propagates Slack file IDs into agent/context plumbing. They share files for implementation reasons, not because they address the same bug.", + "confidence": 0.91, + "canonical_issue_reason": null, + "canonical_pr_reason": "PR #50200 is the more canonical change: it has the explicit issue link, a focused user-facing bug fix, and the diff centers on the specific DM attachment URL recovery path.", + "best_issue_reason": null, + "best_pr_reason": "PR #50200 is the best representative of the cluster because it targets a concrete Slack attachment failure mode and is the most directly scoped fix in the set.", + "soft_edge_verdicts": [ + { + "left": "pull_request:50200", + "right": "pull_request:64184", + "accept": false, + "reason": "They overlap in Slack media code, but the changes are not the same underlying fix. #50200 fetches a fresh Slack download URL via files.info for DM attachments; #64184 adds fileId propagation through the media/context pipeline. These could land independently and would not plausibly merge into one PR." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 22, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-53270-2", + "nodes": [ + "pull_request:53270", + "pull_request:53281" + ], + "soft_pairs": [ + "pull_request:53270|pull_request:53281" + ], + "prepared_review_unit_hash": "39562a00953b8385ade247911f6c0266a466e83e11b112d7c4795a6fd0f4aef8", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4103, + "estimated_input_tokens": 1026, + "estimated_eval_tokens": 2308 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4103, + "estimated_input_tokens": 1026, + "estimated_eval_tokens": 2308 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Both PRs address the same attachAs.mountPath/subagent-runtime mismatch and user-facing guidance. PR 53281 is the broader, more complete change with code, docs, and tests, so it is the better representative; 53270 is a narrower warning-text tweak.", + "confidence": 0.76, + "canonical_issue_reason": null, + "canonical_pr_reason": "PR 53281 is the more complete fix: it covers the subagent attachment guidance across code, docs, and tests, while 53270 is just the localized warning-message change.", + "best_issue_reason": null, + "best_pr_reason": "PR 53281 is the best cluster representative because it appears to implement the same underlying attachAs.mountPath/subagent-runtime guidance change in a fuller, more validated way.", + "soft_edge_verdicts": [ + { + "left": "pull_request:53270", + "right": "pull_request:53281", + "accept": true, + "reason": "Same underlying subagent attachAs.mountPath unsupported guidance/change; 53281 looks like the broader version of the same fix and could plausibly subsume 53270." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet: both PRs target issue 53249 and both concern attachAs.mountPath guidance for subagent runtime. The characterization of 53281 as the broader fix and 53270 as the narrower warning change is conservative, and the soft-edge accept is supported by the shared issue target and overlapping subject matter." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 23, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-53301-2", + "nodes": [ + "pull_request:53301", + "pull_request:53410" + ], + "soft_pairs": [ + "pull_request:53301|pull_request:53410" + ], + "prepared_review_unit_hash": "7091ed783ae5a4b5ffd3d8bea32de29aeb7b3f80acae7960901e9345fcfe1bc4", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4723, + "estimated_input_tokens": 1181, + "estimated_eval_tokens": 2618 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4723, + "estimated_input_tokens": 1181, + "estimated_eval_tokens": 2618 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Reject the duplicate linkage: both PRs mention issue 53273, but they fix unrelated problems in different code paths (doctor bundled-plugin path repair vs update-check semver revision handling).", + "confidence": 0.99, + "canonical_issue_reason": null, + "canonical_pr_reason": "No single canonical PR: the PRs address different bugs in different subsystems.", + "best_issue_reason": null, + "best_pr_reason": "53301 is the stronger standalone representative of its own doctor-path fix, but neither PR is suitable as a cluster canonical because they are unrelated.", + "soft_edge_verdicts": [ + { + "left": "pull_request:53301", + "right": "pull_request:53410", + "accept": false, + "reason": "Shared issue target only; one fixes doctor repair sequencing and bundled plugin install paths, the other fixes semver comparison for numeric calver revisions in update-check. Different bugs, different code paths, not mergeable as one PR." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 24, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-53344-2", + "nodes": [ + "pull_request:53344", + "pull_request:53352" + ], + "soft_pairs": [ + "pull_request:53344|pull_request:53352" + ], + "prepared_review_unit_hash": "4011633ce743aeec1da68760a09449fc5c9fa9e01b165e9e8d4676d0e45cc2a5", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4300, + "estimated_input_tokens": 1075, + "estimated_eval_tokens": 2406 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4300, + "estimated_input_tokens": 1075, + "estimated_eval_tokens": 2406 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These are two separate Ollama-related feature PRs: one recovers markdown-fenced tool calls, the other broadens reasoning-model heuristics. They touch different code paths and are not duplicates.", + "confidence": 0.96, + "canonical_issue_reason": null, + "canonical_pr_reason": "PR #53344 is the stronger representative because it is more substantial and specifically addresses a concrete parser/code-path change in Ollama stream handling, with broader test coverage and more review activity.", + "best_issue_reason": null, + "best_pr_reason": "PR #53344 is the best cluster representative since it targets a clearer, self-contained bug fix in Ollama stream parsing and has more evidence of active discussion/review than the heuristic-only model update.", + "soft_edge_verdicts": [ + { + "left": "pull_request:53344", + "right": "pull_request:53352", + "accept": false, + "reason": "Different underlying changes: #53344 extracts markdown-fenced tool calls from streamed Ollama output, while #53352 updates reasoning-model classification heuristics. They affect separate code paths and would not plausibly be merged as one PR." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 25, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-53373-4", + "nodes": [ + "pull_request:53373", + "pull_request:64018", + "pull_request:65094", + "pull_request:65124" + ], + "soft_pairs": [ + "pull_request:53373|pull_request:65094", + "pull_request:53373|pull_request:64018", + "pull_request:64018|pull_request:65094", + "pull_request:64018|pull_request:65124", + "pull_request:65094|pull_request:65124" + ], + "prepared_review_unit_hash": "7d7e5a9bba60e30b836aef7f8faea897aa2a3f0556880cdcffabf4163bac269c", + "component_budget": { + "node_count": 4, + "item_count": 4, + "soft_pair_count": 5, + "serialized_chars": 9356, + "estimated_input_tokens": 2339, + "estimated_eval_tokens": 4934 + }, + "budget": { + "node_count": 4, + "item_count": 4, + "soft_pair_count": 5, + "serialized_chars": 9356, + "estimated_input_tokens": 2339, + "estimated_eval_tokens": 4934 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "This cluster is mostly mixed: two PRs are about npm packaging/release checks for different required paths, one PR is a follow-up on the QA scenario tarball check, and one PR is unrelated despite sharing an issue target. Only the two QA-scenario packaging PRs look like the same underlying change.", + "confidence": 0.79, + "canonical_issue_reason": null, + "canonical_pr_reason": "PR #64018 is the best representative because it makes the substantive packaging change for qa/scenarios (package.json plus release-check/tests), which is broader and more central than the validation-only follow-up in #65094.", + "best_issue_reason": null, + "best_pr_reason": "PR #64018 is the strongest canonical PR for the cluster\u2019s main QA-scenario packaging thread: it directly includes the missing files in the npm tarball and updates the release check, making it the most complete fix among the candidates.", + "soft_edge_verdicts": [ + { + "left": "pull_request:53373", + "right": "pull_request:65094", + "accept": false, + "reason": "Different concrete paths and bugs: #53373 requires control-ui assets, while #65094 is about qa/scenarios/index.md. Same release-check area, but not the same underlying change." + }, + { + "left": "pull_request:53373", + "right": "pull_request:64018", + "accept": false, + "reason": "Both touch npm packaging checks, but one is about control-ui assets and the other about QA scenario files; they are distinct fixes for different missing artifacts." + }, + { + "left": "pull_request:64018", + "right": "pull_request:65094", + "accept": true, + "reason": "These are on the same QA-scenario npm packaging problem and could plausibly be merged into one PR: both change the tarball/release-check logic around qa/scenarios/index.md." + }, + { + "left": "pull_request:64018", + "right": "pull_request:65124", + "accept": false, + "reason": "Shared issue context is not enough here; #65124 changes browser navigation-guard SSRF logic and does not appear to fix the same npm packaging bug." + }, + { + "left": "pull_request:65094", + "right": "pull_request:65124", + "accept": false, + "reason": "The title/issue target overlap is misleading; #65094 is about npm tarball contents, while #65124 is an unrelated navigation-guard code change." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary and pair verdicts are conservative and grounded in the packet. The distinctions between control-ui assets vs qa/scenarios packaging are supported, and the one accepted pair (#64018, #65094) is plausibly mergeable as a single QA-scenario packaging fix. No overstatement stands out." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 26, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-53394-2", + "nodes": [ + "pull_request:53394", + "pull_request:53395" + ], + "soft_pairs": [ + "pull_request:53394|pull_request:53395" + ], + "prepared_review_unit_hash": "21b1f53a9ff07cbeea50b388748710a9d29920f72ac7b402f7456e9d02217f1e", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 3506, + "estimated_input_tokens": 877, + "estimated_eval_tokens": 2010 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 3506, + "estimated_input_tokens": 877, + "estimated_eval_tokens": 2010 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Both PRs fix the same Feishu schema 2.0 card-config typo: `wide_screen_mode` was replaced with `enable_forward`. They target different card \u0928\u093f\u0930\u094d\u092e\u093e\u0923 paths, but the underlying bug and fix pattern are essentially the same.", + "confidence": 0.91, + "canonical_issue_reason": null, + "canonical_pr_reason": "PR 53395 is the better canonical PR because it covers the shared config bug across two interactive card UX builders, making it the more representative and slightly broader fix of the duplicate set.", + "best_issue_reason": null, + "best_pr_reason": "PR 53395 is the strongest overall representative: it addresses the exact schema 2.0 config key mistake in multiple Feishu card constructors, while still staying tightly scoped to the same concrete bug.", + "soft_edge_verdicts": [ + { + "left": "pull_request:53394", + "right": "pull_request:53395", + "accept": true, + "reason": "Both PRs correct the same concrete Feishu schema 2.0 card config mistake (`wide_screen_mode` -> `enable_forward`). The affected files differ, but the bug and fix are the same enough that they could plausibly be merged into one PR." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 27, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-53453-3", + "nodes": [ + "pull_request:53453", + "pull_request:53593", + "pull_request:65066" + ], + "soft_pairs": [ + "pull_request:53453|pull_request:53593", + "pull_request:53593|pull_request:65066" + ], + "prepared_review_unit_hash": "2c18d1567b74658c710bfd1facfc0688c7d52427c7a25593c9b98c32a93dd073", + "component_budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 6974, + "estimated_input_tokens": 1744, + "estimated_eval_tokens": 3744 + }, + "budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 6974, + "estimated_input_tokens": 1744, + "estimated_eval_tokens": 3744 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Two PRs are near-duplicates for the image-generation provider-registry regression; the memory-lancedb PR is unrelated and should stay separate.", + "confidence": 0.97, + "canonical_issue_reason": null, + "canonical_pr_reason": "PR 53593 is the best canonical PR: it targets the same issue, touches the same provider-registry code path, and has the clearest fix description (reload providers when the active registry is empty).", + "best_issue_reason": null, + "best_pr_reason": "PR 53593 is the strongest representative for the duplicate pair because it is more explicit about the fallback behavior and appears to be the more complete formulation of the same fix.", + "soft_edge_verdicts": [ + { + "left": "pull_request:53453", + "right": "pull_request:53593", + "accept": true, + "reason": "Same underlying bug in src/image-generation/provider-registry.ts/tests, same issue target 53450, and both implement fallback loading when the active registry lacks image providers." + }, + { + "left": "pull_request:53593", + "right": "pull_request:65066", + "accept": false, + "reason": "Different subsystems and different behavior: image-generation provider registry fallback versus memory-lancedb runtime registration for doctor/status. No shared concrete code-path problem." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 28, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-53460-7", + "nodes": [ + "pull_request:53460", + "pull_request:53473", + "pull_request:53557", + "pull_request:53660", + "pull_request:53665", + "pull_request:53670", + "pull_request:53677" + ], + "soft_pairs": [ + "pull_request:53460|pull_request:53557", + "pull_request:53460|pull_request:53473", + "pull_request:53473|pull_request:53557", + "pull_request:53473|pull_request:53665", + "pull_request:53473|pull_request:53677", + "pull_request:53660|pull_request:53677", + "pull_request:53660|pull_request:53665", + "pull_request:53660|pull_request:53670", + "pull_request:53665|pull_request:53677", + "pull_request:53665|pull_request:53670" + ], + "prepared_review_unit_hash": "eeb88b14e0bd65f54ae9cba89dcf0a05b4e2d8b47a10581f26f7803011fef93a", + "component_budget": { + "node_count": 7, + "item_count": 7, + "soft_pair_count": 10, + "serialized_chars": 18551, + "estimated_input_tokens": 4638, + "estimated_eval_tokens": 9532 + }, + "budget": { + "node_count": 7, + "item_count": 7, + "soft_pair_count": 10, + "serialized_chars": 18551, + "estimated_input_tokens": 4638, + "estimated_eval_tokens": 9532 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Loose cluster of memory/agent-related PRs, but they cover distinct bugs/changes: usage alias normalization, docs guidance, memory-search status messaging, session-entry sync performance, vector-search fallback optimization, health probe parallelization, and file-read streaming. None of the soft edges look like the same underlying change.", + "confidence": 0.43, + "canonical_issue_reason": null, + "canonical_pr_reason": "PR 53660 is the strongest representative: it makes a concrete production code-path change in core memory sync, adds caching for append-only session entries, and includes targeted tests.", + "best_issue_reason": null, + "best_pr_reason": "PR 53660 is the best overall representative for the cluster because it is the most substantive and self-contained code change, whereas several others are narrower docs/test/UX updates or unrelated optimizations.", + "soft_edge_verdicts": [ + { + "left": "pull_request:53460", + "right": "pull_request:53557", + "accept": false, + "reason": "Different behaviors and code paths: usage-alias normalization for model responses vs memory-search availability messaging. Same broad agents area, but not the same bug or change." + }, + { + "left": "pull_request:53460", + "right": "pull_request:53473", + "accept": false, + "reason": "One fixes usage normalization, the other improves local embeddings doctor/help text. Shared theme is too broad; not the same underlying issue." + }, + { + "left": "pull_request:53473", + "right": "pull_request:53557", + "accept": false, + "reason": "Docs/help guidance for local embeddings vs runtime memory-search status wording. Related subsystem, but different user-facing problems and code changes." + }, + { + "left": "pull_request:53473", + "right": "pull_request:53665", + "accept": false, + "reason": "Embeddings doctor guidance is not the same as vector fallback search optimization. Different failure modes and code paths." + }, + { + "left": "pull_request:53473", + "right": "pull_request:53677", + "accept": false, + "reason": "Help/docs changes for embeddings are unrelated to streaming line-window file reads in memory storage." + }, + { + "left": "pull_request:53660", + "right": "pull_request:53677", + "accept": false, + "reason": "Both are memory performance-oriented, but one reuses parsed session entries during sync and the other streams file reads. Different code paths and merge scope." + }, + { + "left": "pull_request:53660", + "right": "pull_request:53665", + "accept": false, + "reason": "Session-entry sync caching and vector-search fallback optimization are separate performance fixes in different subsystems; not mergeable into one PR." + }, + { + "left": "pull_request:53660", + "right": "pull_request:53670", + "accept": false, + "reason": "Memory session sync performance vs health-channel probing performance. Different feature areas and independent fixes." + }, + { + "left": "pull_request:53665", + "right": "pull_request:53677", + "accept": false, + "reason": "Both touch memory performance, but one optimizes vector fallback search and the other streams file reads. Distinct underlying changes." + }, + { + "left": "pull_request:53665", + "right": "pull_request:53670", + "accept": false, + "reason": "Vector-search fallback optimization and health probe parallelization address unrelated code paths and user-visible behavior." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 29, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-53467-2", + "nodes": [ + "pull_request:53467", + "pull_request:68197" + ], + "soft_pairs": [ + "pull_request:53467|pull_request:68197" + ], + "prepared_review_unit_hash": "56d0132d8eeaab3e07a0bafbfd8b9ab68f610cc23342e75e00e9ff50ebd6c54b", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4678, + "estimated_input_tokens": 1170, + "estimated_eval_tokens": 2596 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4678, + "estimated_input_tokens": 1170, + "estimated_eval_tokens": 2596 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "The two PRs are superficially similar because both add mention-related config gates, but they target different integrations and different behavior in unrelated code paths (Slack vs LINE). They should not be deduplicated or merged into one change.", + "confidence": 0.97, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": null, + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "pull_request:53467", + "right": "pull_request:68197", + "accept": false, + "reason": "Different products and code paths: Slack adds ignoreOtherMentions channel config, while LINE adds requireMentionForNonText group gating. The overlap is only in broad mention-handling terminology, not the same underlying bug or change." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 30, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-53496-2", + "nodes": [ + "pull_request:53496", + "pull_request:53530" + ], + "soft_pairs": [ + "pull_request:53496|pull_request:53530" + ], + "prepared_review_unit_hash": "63f7652f8fe7bf65c9595eb5e323b44450368ed958a6ce3fdfd9b79206380caa", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 5145, + "estimated_input_tokens": 1287, + "estimated_eval_tokens": 2830 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 5145, + "estimated_input_tokens": 1287, + "estimated_eval_tokens": 2830 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Two open PRs both extend Feishu tool-policy configuration, but they target different scopes: one adds group-level toolsBySender support, the other fixes direct-session tool policy handling across agents. They are related in subsystem, not duplicates.", + "confidence": 0.94, + "canonical_issue_reason": null, + "canonical_pr_reason": "PR 53530 is the broader, more central change: it updates agent tool-policy handling and config/group-policy code paths, with Feishu schema support as part of that fix.", + "best_issue_reason": null, + "best_pr_reason": "PR 53530 is the best representative because it addresses a concrete policy-behavior bug in core agent/config code, whereas PR 53496 is a narrower Feishu group-policy feature addition.", + "soft_edge_verdicts": [ + { + "left": "pull_request:53496", + "right": "pull_request:53530", + "accept": false, + "reason": "Both touch Feishu policy/schema files, but 53496 is a group-level toolsBySender feature and 53530 fixes direct-session tool policy behavior in agent/config code. Different underlying changes, so not a duplicate PR pair." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 31, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-53502-2", + "nodes": [ + "pull_request:53502", + "pull_request:53503" + ], + "soft_pairs": [ + "pull_request:53502|pull_request:53503" + ], + "prepared_review_unit_hash": "3187d88119853ae03a8f95e97fcdc6e639a494ba8bb7505fbd75cbf6531491e8", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4488, + "estimated_input_tokens": 1122, + "estimated_eval_tokens": 2500 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4488, + "estimated_input_tokens": 1122, + "estimated_eval_tokens": 2500 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Two documentation PRs in the plugin area, but they address different topics: one adds a manifest example for bundled skills and config hints, the other clarifies community plugin review guidance for security-sensitive plugins. They are not duplicates.", + "confidence": 0.92, + "canonical_issue_reason": null, + "canonical_pr_reason": "PR #53503 is the better cluster anchor because it is the broader, policy-level docs change around plugin review guidance and security expectations, while #53502 is a narrower example addition.", + "best_issue_reason": null, + "best_pr_reason": "PR #53503 is the most representative PR in this cluster due to its broader applicability and clearer operator-review guidance; #53502 is a separate, specific manifest example and not the same change.", + "soft_edge_verdicts": [ + { + "left": "pull_request:53502", + "right": "pull_request:53503", + "accept": false, + "reason": "Different documentation changes with different purposes and scopes: a manifest example for bundled skills versus community plugin review/security guidance. They do not appear to fix the same underlying issue or belong in one merged PR." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 32, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-53511-2", + "nodes": [ + "pull_request:53511", + "pull_request:53553" + ], + "soft_pairs": [ + "pull_request:53511|pull_request:53553" + ], + "prepared_review_unit_hash": "b0c337010a536a97680ba8576b66a08e5a63b01a0982e13e81c1284c0b23fe27", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 5027, + "estimated_input_tokens": 1257, + "estimated_eval_tokens": 2770 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 5027, + "estimated_input_tokens": 1257, + "estimated_eval_tokens": 2770 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Both PRs target Talk Mode TTS and share the same tracking issue, but they address different changes: #53511 is a narrow fix for double playback on system voice timeout, while #53553 is a broader CJK/Talk Mode TTS improvements PR touching settings, interrupt handling, and speech code.", + "confidence": 0.87, + "canonical_issue_reason": null, + "canonical_pr_reason": "#53553 is the broader umbrella PR in this cluster and better represents the overall Talk Mode TTS work across multiple files and behaviors.", + "best_issue_reason": null, + "best_pr_reason": "#53553 is the best overall representative because it covers the wider Talk Mode TTS feature/fix set; #53511 is a narrower, distinct timeout/double-playback bugfix.", + "soft_edge_verdicts": [ + { + "left": "pull_request:53511", + "right": "pull_request:53553", + "accept": false, + "reason": "They share Talk Mode TTS code and the same issue target, but the concrete changes are different: #53511 fixes double playback on system voice timeout, while #53553 is a broader CJK/TTS improvements PR. They do not look like the same underlying bug or mergeable duplicate change." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 33, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-53518-2", + "nodes": [ + "pull_request:53518", + "pull_request:53607" + ], + "soft_pairs": [ + "pull_request:53518|pull_request:53607" + ], + "prepared_review_unit_hash": "c78b6ad5efee5eb98b69836be0cda6ad215f5898df9d2cbef2e9e33d350e9647", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4628, + "estimated_input_tokens": 1157, + "estimated_eval_tokens": 2570 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4628, + "estimated_input_tokens": 1157, + "estimated_eval_tokens": 2570 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These two pull requests are not duplicates: one updates an agent system prompt to clarify auto-restart behavior, while the other changes Discord outbound message mirroring into the session transcript. Different codepaths, different user-visible behavior, and no plausible merge-unification as a single fix.", + "confidence": 0.97, + "canonical_issue_reason": null, + "canonical_pr_reason": "No clear duplicate PR exists here; if forced to pick a representative, #53607 is the more substantial product/code change and the better cluster anchor.", + "best_issue_reason": null, + "best_pr_reason": "#53607 is the stronger representative because it has a broader concrete implementation across Discord/outbound delivery code, whereas #53518 is a small prompt wording change.", + "soft_edge_verdicts": [ + { + "left": "pull_request:53518", + "right": "pull_request:53607", + "accept": false, + "reason": "Unrelated changes: #53518 edits system-prompt wording about config/update auto-restarts, while #53607 mirrors Discord Components v2 outbound messages to the transcript. They do not fix the same underlying bug or change." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 34, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-53533-2", + "nodes": [ + "pull_request:53533", + "pull_request:53535" + ], + "soft_pairs": [ + "pull_request:53533|pull_request:53535" + ], + "prepared_review_unit_hash": "3daf32d3009e9402ec963e42bebd2937f786b84da1461ea4c5e28c763b75b132", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4826, + "estimated_input_tokens": 1207, + "estimated_eval_tokens": 2670 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4826, + "estimated_input_tokens": 1207, + "estimated_eval_tokens": 2670 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These are unrelated Feishu feature PRs: one surfaces connection health state, the other expands permission-management tooling. They do not look like the same underlying change or bug, so this is not a duplicate cluster.", + "confidence": 0.98, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": null, + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "pull_request:53533", + "right": "pull_request:53535", + "accept": false, + "reason": "Different features and code paths: health-state/monitoring vs permission schema/tooling. No shared concrete bug or mergeable common fix." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 35, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-53551-5", + "nodes": [ + "pull_request:53551", + "pull_request:61768", + "pull_request:61769", + "pull_request:65098", + "pull_request:65099" + ], + "soft_pairs": [ + "pull_request:53551|pull_request:61769", + "pull_request:53551|pull_request:65098", + "pull_request:53551|pull_request:61768", + "pull_request:53551|pull_request:65099", + "pull_request:61768|pull_request:61769", + "pull_request:61769|pull_request:65099", + "pull_request:65098|pull_request:65099" + ], + "prepared_review_unit_hash": "c001a3e6eb179096b46912131029884dc8762dbad8dc2a8c21e5d3e4f4c7fa03", + "component_budget": { + "node_count": 5, + "item_count": 5, + "soft_pair_count": 7, + "serialized_chars": 11187, + "estimated_input_tokens": 2797, + "estimated_eval_tokens": 5850 + }, + "budget": { + "node_count": 5, + "item_count": 5, + "soft_pair_count": 7, + "serialized_chars": 11187, + "estimated_input_tokens": 2797, + "estimated_eval_tokens": 5850 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "All five PRs are workflow dependency bumps, but they update different GitHub Actions/packages, so they are related by theme rather than true duplicates.", + "confidence": 0.95, + "canonical_issue_reason": null, + "canonical_pr_reason": "No true canonical duplicate PR exists. If one must be chosen as the most representative, 65098 is the broadest workflow-maintenance bump, but it is still distinct from the others.", + "best_issue_reason": null, + "best_pr_reason": "65098 is the best single representative of the cluster because it touches the most shared workflow files, but it should not subsume the other action-version bumps.", + "soft_edge_verdicts": [ + { + "left": "pull_request:53551", + "right": "pull_request:61768", + "accept": false, + "reason": "Different actions: upload-artifact vs checkout. Same general CI/workflow area, but not the same underlying change." + }, + { + "left": "pull_request:53551", + "right": "pull_request:61769", + "accept": false, + "reason": "Different actions: upload-artifact vs setup-node. These are separate dependency bumps, not one fix/change." + }, + { + "left": "pull_request:53551", + "right": "pull_request:65098", + "accept": false, + "reason": "Different actions and workflows. Both are dependency bumps, but they address unrelated GitHub Action updates." + }, + { + "left": "pull_request:53551", + "right": "pull_request:65099", + "accept": false, + "reason": "Different actions: upload-artifact vs create-github-app-token. Not the same code-path or change." + }, + { + "left": "pull_request:61768", + "right": "pull_request:61769", + "accept": false, + "reason": "They touch the same workflow files, but one bumps checkout and the other bumps setup-node; distinct dependencies and changes." + }, + { + "left": "pull_request:61769", + "right": "pull_request:65099", + "accept": false, + "reason": "Different actions in overlapping workflows. Similar maintenance, but not mergeable as one concrete change." + }, + { + "left": "pull_request:65098", + "right": "pull_request:65099", + "accept": false, + "reason": "Both update actions in the same workflows, but they bump different actions and fix different dependency versions, so they are not duplicates." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 36, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-53598-2", + "nodes": [ + "pull_request:53598", + "pull_request:53730" + ], + "soft_pairs": [ + "pull_request:53598|pull_request:53730" + ], + "prepared_review_unit_hash": "563cbe16a52ab39e45001ae8ed5a0dbc624076e2ba50cb1fba0f91b894e094d4", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4357, + "estimated_input_tokens": 1090, + "estimated_eval_tokens": 2436 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4357, + "estimated_input_tokens": 1090, + "estimated_eval_tokens": 2436 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Both PRs target the same /btw side-question auth bug for Bedrock/aws-sdk under issue #53592, and 53730 looks like the cleaner direct fix while 53598 is a broader earlier variant.", + "confidence": 0.93, + "canonical_issue_reason": null, + "canonical_pr_reason": "PR 53730 is the most focused implementation of the fix: it directly updates runBtwSideQuestion to tolerate aws-sdk auth mode without an API key, matching the issue title and keeping the change narrowly scoped.", + "best_issue_reason": null, + "best_pr_reason": "PR 53730 is the best overall representative because it addresses the concrete runtime path with the smallest, clearest diff; PR 53598 appears to bundle the same fix with additional test/mock adjustments.", + "soft_edge_verdicts": [ + { + "left": "pull_request:53598", + "right": "pull_request:53730", + "accept": true, + "reason": "Accept: both PRs fix the same underlying /btw Bedrock auth-path problem for issue #53592, sharing the same target and file, and 53730 is effectively a narrower rework of the same change." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 37, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-53626-2", + "nodes": [ + "pull_request:53626", + "pull_request:53667" + ], + "soft_pairs": [ + "pull_request:53626|pull_request:53667" + ], + "prepared_review_unit_hash": "840a539d23325d51593c25f24c53f84c7295344d583dd1a50a59eb0c3841fec2", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4354, + "estimated_input_tokens": 1089, + "estimated_eval_tokens": 2434 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4354, + "estimated_input_tokens": 1089, + "estimated_eval_tokens": 2434 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Both pull requests address the same gateway legacy-env deprecation work for the same tracked issue, with PR 53667 being the broader and more complete implementation and PR 53626 looking like a narrow subset of it.", + "confidence": 0.84, + "canonical_issue_reason": null, + "canonical_pr_reason": "PR 53667 is the better canonical PR because it covers the broader legacy env-var deprecation behavior across gateway startup/auth paths and includes supporting tests, while 53626 is only a small startup warning patch.", + "best_issue_reason": null, + "best_pr_reason": "53667 is the strongest representative of the shared change: it handles legacy CLAWDBOT_*/MOLTBOT_* detection more comprehensively than 53626, which appears to be a narrower subset.", + "soft_edge_verdicts": [ + { + "left": "pull_request:53626", + "right": "pull_request:53667", + "accept": true, + "reason": "Both PRs implement the same underlying gateway deprecation concern for legacy CLAWDBOT env vars. 53626 is a narrow startup warning; 53667 broadens the same change with related auth/deprecation handling, so they plausibly belong to one merged fix." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The assessment is grounded in the packet: both PRs explicitly target issue 53482, and their titles/diff previews support a shared legacy-env deprecation bugfix. The claim that 53667 is the broader version and 53626 a narrower subset is conservative enough based on the available diffs." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 38, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-53630-2", + "nodes": [ + "pull_request:53630", + "pull_request:53636" + ], + "soft_pairs": [ + "pull_request:53630|pull_request:53636" + ], + "prepared_review_unit_hash": "9708ee1eb8765167513a2b61a92e8f2daaa22c7fb225f2992ee4700d7ba0a3f4", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4264, + "estimated_input_tokens": 1066, + "estimated_eval_tokens": 2388 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4264, + "estimated_input_tokens": 1066, + "estimated_eval_tokens": 2388 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These two PRs are unrelated UI fixes: one prevents a chat context icon from overflowing, the other restores channel-config save error handling. They should not be deduplicated.", + "confidence": 0.97, + "canonical_issue_reason": null, + "canonical_pr_reason": "PR #53636 is the more substantial, user-facing bug fix and is the better representative change in this cluster.", + "best_issue_reason": null, + "best_pr_reason": "PR #53636 best represents a concrete functional regression fix in the UI, whereas #53630 is a small presentation-only adjustment.", + "soft_edge_verdicts": [ + { + "left": "pull_request:53630", + "right": "pull_request:53636", + "accept": false, + "reason": "Different bugs in different code paths: chat context notice icon sizing vs channel config save error display. They do not look mergeable into one PR." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 39, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-53631-2", + "nodes": [ + "pull_request:53631", + "pull_request:53635" + ], + "soft_pairs": [ + "pull_request:53631|pull_request:53635" + ], + "prepared_review_unit_hash": "fb19f352569818447b5bdf7f35d71c85cbe3185a1e3e17c34facb8d8ff68c588", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4795, + "estimated_input_tokens": 1199, + "estimated_eval_tokens": 2654 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4795, + "estimated_input_tokens": 1199, + "estimated_eval_tokens": 2654 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Both PRs target Telegram 403 delivery failures around bot membership/blocking, with overlapping send.ts changes; #53635 is the more complete merged fix and likely subsumes #53631.", + "confidence": 0.81, + "canonical_issue_reason": null, + "canonical_pr_reason": "#53635 is merged and covers the full Telegram 403 failure path: error preservation, permanent-failure classification, and tests/queue handling, making it the best representative of the fix.", + "best_issue_reason": null, + "best_pr_reason": "#53635 is the strongest PR for the cluster because it addresses the concrete Telegram 403 bot-not-member problem end-to-end and includes validation plus delivery-policy updates.", + "soft_edge_verdicts": [ + { + "left": "pull_request:53631", + "right": "pull_request:53635", + "accept": true, + "reason": "Both PRs fix the same Telegram 403 bot-not-member/blocked handling in the send path; #53635 appears to extend the same underlying change with queue/retry behavior and tests, so they are plausibly mergeable into one PR." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 40, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-53713-9", + "nodes": [ + "pull_request:53713", + "pull_request:55787", + "pull_request:65028", + "pull_request:65178", + "pull_request:65211", + "pull_request:65707", + "pull_request:67766", + "pull_request:67768", + "pull_request:68047" + ], + "soft_pairs": [ + "pull_request:53713|pull_request:65178", + "pull_request:53713|pull_request:55787", + "pull_request:55787|pull_request:65028", + "pull_request:55787|pull_request:65707", + "pull_request:65178|pull_request:65211", + "pull_request:65178|pull_request:67766", + "pull_request:65178|pull_request:68047", + "pull_request:65211|pull_request:67766", + "pull_request:67766|pull_request:67768", + "pull_request:67766|pull_request:68047", + "pull_request:67768|pull_request:68047" + ], + "prepared_review_unit_hash": "9a4a1d65406c4d91b5f4f3e12dcb0561f57849000f4fa8e01b588c00294a95b7", + "component_budget": { + "node_count": 9, + "item_count": 9, + "soft_pair_count": 11, + "serialized_chars": 22935, + "estimated_input_tokens": 5734, + "estimated_eval_tokens": 11724 + }, + "budget": { + "node_count": 9, + "item_count": 9, + "soft_pair_count": 11, + "serialized_chars": 22935, + "estimated_input_tokens": 5734, + "estimated_eval_tokens": 11724 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "This cluster is mostly a set of related gateway image-capability lookup fixes, but only one pair looks like the same concrete bug/change. The only clear duplicate-like pair is the Qwen capability fallback PRs 67766 and 67768; the others are either adjacent improvements or unrelated fixes in the same area.", + "confidence": 0.89, + "canonical_issue_reason": null, + "canonical_pr_reason": "PR 67766 is the best canonical PR: it directly fixes the gateway image-capability miss when the catalog lacks a model, has an explicit issue target, and serves as the cleanest representative of the shared lookup/fallback bug class.", + "best_issue_reason": null, + "best_pr_reason": "PR 67766 is the strongest overall representative because it is the most direct fix in this cluster and is the one most clearly anchored to a tracked issue.", + "soft_edge_verdicts": [ + { + "left": "pull_request:53713", + "right": "pull_request:65178", + "accept": false, + "reason": "Different bugs: thinking-level reset behavior vs case-insensitive image-support model lookup." + }, + { + "left": "pull_request:53713", + "right": "pull_request:55787", + "accept": false, + "reason": "Unrelated changes: thinking-level resolution after /reset vs stripping orphaned reasoning blocks for Responses API." + }, + { + "left": "pull_request:55787", + "right": "pull_request:65028", + "accept": false, + "reason": "Different issues in different code paths: Responses API cleanup vs session-expired classification for CLI errors." + }, + { + "left": "pull_request:55787", + "right": "pull_request:65707", + "accept": false, + "reason": "Different fixes: orphaned reasoning block cleanup vs context-pruning/compaction behavior." + }, + { + "left": "pull_request:65178", + "right": "pull_request:65211", + "accept": false, + "reason": "Related subsystem, but not the same concrete bug: case-insensitive lookup vs including user-configured models in the catalog." + }, + { + "left": "pull_request:65178", + "right": "pull_request:67766", + "accept": false, + "reason": "Both touch image-support lookup, but one is case-insensitive matching and the other is fallback to explicit provider config when the catalog misses; not the same change." + }, + { + "left": "pull_request:65178", + "right": "pull_request:68047", + "accept": false, + "reason": "Similar area, but different bug and provider-specific fallback logic." + }, + { + "left": "pull_request:65211", + "right": "pull_request:67766", + "accept": false, + "reason": "Shared gateway capability-check area, but different fixes: catalog augmentation vs fallback when the catalog misses." + }, + { + "left": "pull_request:67766", + "right": "pull_request:67768", + "accept": true, + "reason": "Same underlying bug class and same gateway capability path; both fix missing/stale catalog handling for image-capable models and share the same issue target." + }, + { + "left": "pull_request:67766", + "right": "pull_request:68047", + "accept": false, + "reason": "Both are image-capability fallbacks, but they address different provider/model heuristics and are not the same concrete bug." + }, + { + "left": "pull_request:67768", + "right": "pull_request:68047", + "accept": false, + "reason": "Same broad subsystem, but different provider-specific fallback logic; not a single duplicate change." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 41, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-53775-2", + "nodes": [ + "pull_request:53775", + "pull_request:53809" + ], + "soft_pairs": [ + "pull_request:53775|pull_request:53809" + ], + "prepared_review_unit_hash": "c1cf898b6c4d27229afd3734b87c5ee66897c5663a8db38c4f30e41255328dc5", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4567, + "estimated_input_tokens": 1142, + "estimated_eval_tokens": 2540 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4567, + "estimated_input_tokens": 1142, + "estimated_eval_tokens": 2540 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Both PRs address the same underlying bug: preventing accidental deletion of a shared agent workspace. PR 53775 is a narrow delete-command guard, while PR 53809 is the broader, more complete fix across delete/identity/gateway paths and explicitly links issue 53705. No issue artifact is present in the packet to compare or nominate.", + "confidence": 0.88, + "canonical_issue_reason": "No issue items are included in the packet; PR 53809 explicitly references issue 53705, but that issue is not available for comparison here.", + "canonical_pr_reason": "PR 53809 is the better canonical PR because it implements the workspace-protection logic more broadly and consistently across the affected agent mutation paths, not just the delete command.", + "best_issue_reason": "No issue items are included in the packet, so there is no issue candidate to select as globally best.", + "best_pr_reason": "PR 53809 is the best representative of the cluster because it covers the full underlying workspace-protection fix and is the more complete merge target.", + "soft_edge_verdicts": [ + { + "left": "pull_request:53775", + "right": "pull_request:53809", + "accept": true, + "reason": "Both PRs target the same bug: protecting a shared workspace from deletion. PR 53775 is a narrower subset of the broader fix in 53809, so they could plausibly be merged into one PR." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "Reject: the summary is not fully grounded in the packet because PR 53809 has an explicit issue link (53705), so saying \u201cNo issues are present\u201d is incorrect. The cross-PR pairing itself looks plausibly mergeable and conservative, but the issue statement overstates the evidence." + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 42, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-53779-4", + "nodes": [ + "pull_request:53779", + "pull_request:53780", + "pull_request:53782", + "pull_request:65889" + ], + "soft_pairs": [ + "pull_request:53779|pull_request:53782", + "pull_request:53779|pull_request:65889", + "pull_request:53779|pull_request:53780", + "pull_request:53780|pull_request:53782" + ], + "prepared_review_unit_hash": "25aca21a2f0c4a21ecc8b380564f6dc0e248a5dadf4f47fa257a48a378a18a6e", + "component_budget": { + "node_count": 4, + "item_count": 4, + "soft_pair_count": 4, + "serialized_chars": 9595, + "estimated_input_tokens": 2399, + "estimated_eval_tokens": 5054 + }, + "budget": { + "node_count": 4, + "item_count": 4, + "soft_pair_count": 4, + "serialized_chars": 9595, + "estimated_input_tokens": 2399, + "estimated_eval_tokens": 5054 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These PRs are not duplicates: they fix separate problems in models validation, media fetch error sanitization, Discord gateway startup handling, and models.json provider filtering. No soft edge should be merged.", + "confidence": 0.96, + "canonical_issue_reason": null, + "canonical_pr_reason": "No single canonical PR exists here; the four PRs address different code paths and user-visible failures in unrelated subsystems.", + "best_issue_reason": null, + "best_pr_reason": "PR 53780 is the clearest standalone fix, with a concrete bug path and targeted changes to sanitize outbound media fetch errors before they reach channels.", + "soft_edge_verdicts": [ + { + "left": "pull_request:53779", + "right": "pull_request:53782", + "accept": false, + "reason": "Different bugs and subsystems: provider-validation sanitization vs Discord message-content-intent startup handling. They do not look mergeable into one PR." + }, + { + "left": "pull_request:53779", + "right": "pull_request:65889", + "accept": false, + "reason": "Both touch model/provider config, but they solve different issues: per-provider validation warning/continuation vs stripping custom models from apiKey-less providers in models.json." + }, + { + "left": "pull_request:53779", + "right": "pull_request:53780", + "accept": false, + "reason": "Unrelated fixes: config provider validation versus media fetch error redaction. No shared underlying bug or code path." + }, + { + "left": "pull_request:53780", + "right": "pull_request:53782", + "accept": false, + "reason": "Both are runtime error-handling changes, but for different failures and components: media fetch errors vs Discord gateway intent errors." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 43, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-53789-2", + "nodes": [ + "pull_request:53789", + "pull_request:62195" + ], + "soft_pairs": [ + "pull_request:53789|pull_request:62195" + ], + "prepared_review_unit_hash": "6e1404a92165e246426628c689bddef9d7c1e07d8668b14aacdd596fec7d2619", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 6296, + "estimated_input_tokens": 1574, + "estimated_eval_tokens": 3404 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 6296, + "estimated_input_tokens": 1574, + "estimated_eval_tokens": 3404 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Two PRs implement the same cron preHook/pre-run gating feature, with 62195 appearing to be the later, broader iteration.", + "confidence": 0.86, + "canonical_issue_reason": null, + "canonical_pr_reason": "62195 is the more complete PR: it covers the preHook gate across cron runtime/state, adds more tests, and has much higher review activity, suggesting it supersedes the earlier 53789 change set.", + "best_issue_reason": null, + "best_pr_reason": "62195 is the strongest single PR candidate because it seems to contain the fuller, more polished implementation of the same preHook gate feature and includes broader validation coverage.", + "soft_edge_verdicts": [ + { + "left": "pull_request:53789", + "right": "pull_request:62195", + "accept": true, + "reason": "Same concrete change: add a preHook gate for pre-run script checks in cron/heartbeat. The overlapping model/schema/docs and cron execution files indicate one underlying feature, and the two PRs could plausibly be merged into a single PR." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The assessment is well grounded in the packet: both PRs have the same cron/heartbeat preHook gate theme, share many core files, and 62195 does look like the broader later iteration. The mergeability claim is conservative and supported by the overlap. No obvious overstatement." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 44, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-54082-2", + "nodes": [ + "pull_request:54082", + "pull_request:54085" + ], + "soft_pairs": [ + "pull_request:54082|pull_request:54085" + ], + "prepared_review_unit_hash": "ee1f2ff8d1e2510156fcc62e4d8b739a5c535f3fae7cfa265b8924addac87871", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4347, + "estimated_input_tokens": 1087, + "estimated_eval_tokens": 2430 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4347, + "estimated_input_tokens": 1087, + "estimated_eval_tokens": 2430 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These are related by theme (avoiding respawn overhead) but they target different code paths: one is a dev-runner workaround, the other is a general CLI respawn-policy change. They should not be merged as duplicates.", + "confidence": 0.87, + "canonical_issue_reason": null, + "canonical_pr_reason": "PR 54085 is the better canonical PR: it implements the underlying respawn-policy behavior in the CLI code and includes direct test coverage, whereas 54082 is a narrower runner-specific workaround.", + "best_issue_reason": null, + "best_pr_reason": "PR 54085 is the best representative of the cluster because it addresses the core behavior change (skipping respawn for short-lived CLI commands) rather than a single spawn site.", + "soft_edge_verdicts": [ + { + "left": "pull_request:54082", + "right": "pull_request:54085", + "accept": false, + "reason": "Different concrete changes: 54082 tweaks scripts/run-node.mjs to pass a flag and avoid an extra spawn in the dev runner, while 54085 changes the CLI respawn policy/helper for short-lived commands. Same general performance theme, but not the same underlying fix." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 45, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-54084-2", + "nodes": [ + "pull_request:54084", + "pull_request:54086" + ], + "soft_pairs": [ + "pull_request:54084|pull_request:54086" + ], + "prepared_review_unit_hash": "35fc5af3aa7e0c648330fbdd1eec027180011fe7bbf5188335e7604b65e1d905", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4529, + "estimated_input_tokens": 1133, + "estimated_eval_tokens": 2522 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4529, + "estimated_input_tokens": 1133, + "estimated_eval_tokens": 2522 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These are related to the pairing CLI area, but they address different changes: 54084 adds a fast route for pairing list and related plumbing, while 54086 defers plugin loading/ channel resolution until action time. They are not the same underlying fix.", + "confidence": 0.93, + "canonical_issue_reason": null, + "canonical_pr_reason": "54086 is the tighter representative for the shared performance theme: it specifically changes pairing CLI startup behavior by deferring plugin loading to action time.", + "best_issue_reason": null, + "best_pr_reason": "54086 is the best single PR in the cluster because it targets one concrete code-path problem and has a focused performance-oriented change set.", + "soft_edge_verdicts": [ + { + "left": "pull_request:54084", + "right": "pull_request:54086", + "accept": false, + "reason": "Different concrete changes: 54084 introduces a fast route for pairing list and routing helpers, while 54086 defers plugin loading in the pairing CLI. Same subsystem, but not the same fix and not mergeable as one PR." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 46, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-62938-2", + "nodes": [ + "pull_request:62938", + "pull_request:66404" + ], + "soft_pairs": [ + "pull_request:62938|pull_request:66404" + ], + "prepared_review_unit_hash": "c6bada2d31880d87965a1726d50befcb7103888f69ef4afe9ba53c6425c0c57b", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4448, + "estimated_input_tokens": 1112, + "estimated_eval_tokens": 2480 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4448, + "estimated_input_tokens": 1112, + "estimated_eval_tokens": 2480 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Both PRs are about `OPENCLAW_STATE_DIR` affecting exec-approvals path resolution, but `66404` is broader and also updates the user-facing security warning; they look related, not clearly the same duplicate change.", + "confidence": 0.69, + "canonical_issue_reason": null, + "canonical_pr_reason": "`66404` is the better representative because it covers the path-resolution behavior plus the matching security warning text, making it the more complete `OPENCLAW_STATE_DIR` fix.", + "best_issue_reason": null, + "best_pr_reason": "`66404` is the strongest standalone PR in the cluster: it touches the core exec-approvals code and aligns the security guidance with the new state-dir-aware behavior.", + "soft_edge_verdicts": [ + { + "left": "pull_request:62938", + "right": "pull_request:66404", + "accept": false, + "reason": "Reject: they overlap on exec-approvals and `OPENCLAW_STATE_DIR`, but `66404` also changes security messaging and appears to be a broader/default-path follow-up rather than the exact same concrete bugfix. Not strict enough to treat as one duplicate PR." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 47, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-63176-2", + "nodes": [ + "pull_request:63176", + "pull_request:64281" + ], + "soft_pairs": [ + "pull_request:63176|pull_request:64281" + ], + "prepared_review_unit_hash": "d853878855e6326d034244f02b821bc64e6b35d85530e5202e4aa45005983ad5", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 5353, + "estimated_input_tokens": 1339, + "estimated_eval_tokens": 2934 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 5353, + "estimated_input_tokens": 1339, + "estimated_eval_tokens": 2934 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These are two unrelated open feature PRs: one exposes ACP spawn/prompt in plugin runtime, the other adds sessions_delegate/session_delegate_batch tools and UI metadata. They share only vague agent/runtime similarity, not the same underlying change.", + "confidence": 0.98, + "canonical_issue_reason": null, + "canonical_pr_reason": "PR #64281 is the better representative of the cluster because it is a focused, self-contained feature addition around a single agent-tool area; PR #63176 is a separate plugin-runtime API expansion with a different codepath.", + "best_issue_reason": null, + "best_pr_reason": "PR #64281 is the strongest standalone exemplar: it has a coherent feature scope, touched files in one subsystem, and clear user-facing tool additions. PR #63176 is also valid but addresses a different runtime concern.", + "soft_edge_verdicts": [ + { + "left": "pull_request:63176", + "right": "pull_request:64281", + "accept": false, + "reason": "Do not merge: these PRs target different subsystems and behaviors. #63176 exposes ACP spawn/prompt in plugin runtime, while #64281 adds sessions_delegate tools and display metadata; they are not the same concrete bug or change and would not plausibly be one PR." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 48, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-63244-3", + "nodes": [ + "pull_request:63244", + "pull_request:67983", + "pull_request:68734" + ], + "soft_pairs": [ + "pull_request:63244|pull_request:68734", + "pull_request:67983|pull_request:68734" + ], + "prepared_review_unit_hash": "dcb0c6d3ca9d5ee62929f658388408274d28b54d4d75db7a30557299bac41b19", + "component_budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 7104, + "estimated_input_tokens": 1776, + "estimated_eval_tokens": 3808 + }, + "budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 7104, + "estimated_input_tokens": 1776, + "estimated_eval_tokens": 3808 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These PRs are not duplicates. #63244 is about propagating spawnedBy through chat/agent broadcasts, while #67983 and #68734 are separate tool/hook features with only incidental overlap in the embedded runner path. The only shared evidence is broad subsystem proximity and one shared file, not the same underlying change.", + "confidence": 0.96, + "canonical_issue_reason": null, + "canonical_pr_reason": "No true canonical duplicate here; if one PR must represent the cluster, #68734 is the most central and substantial tool-surface change, but it is still distinct from the others.", + "best_issue_reason": null, + "best_pr_reason": "#68734 is the strongest representative of the set because it has the broadest implementation/test surface and a coherent feature goal, but it is not a duplicate of the other PRs.", + "soft_edge_verdicts": [ + { + "left": "pull_request:63244", + "right": "pull_request:68734", + "accept": false, + "reason": "Different underlying feature and code path: spawnedBy broadcast enrichment vs prompt-hook tool-surface narrowing. No evidence they fix the same bug or could be merged as one PR." + }, + { + "left": "pull_request:67983", + "right": "pull_request:68734", + "accept": false, + "reason": "Both touch tools/hooks and share attempt.ts, but #67983 exposes tool metadata on llm_input while #68734 changes how hooks constrain toolsAllow. That is observability vs behavior control, not the same change." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 49, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-63330-3", + "nodes": [ + "pull_request:63330", + "pull_request:63503", + "pull_request:63518" + ], + "soft_pairs": [ + "pull_request:63330|pull_request:63503", + "pull_request:63330|pull_request:63518", + "pull_request:63503|pull_request:63518" + ], + "prepared_review_unit_hash": "85ef81d66d4950ddc3099bbc88226bd0c6c35de597483779238e863de175d21d", + "component_budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 3, + "serialized_chars": 11011, + "estimated_input_tokens": 2753, + "estimated_eval_tokens": 5762 + }, + "budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 3, + "serialized_chars": 11011, + "estimated_input_tokens": 2753, + "estimated_eval_tokens": 5762 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These three PRs are only superficially similar because they all touch the plugin/runtime plumbing and share some test/helpers, but they implement different features: session followup turns + gateway restart, model-switch backend switching, and inference-guard collision prevention. They should not be merged as duplicates.", + "confidence": 0.97, + "canonical_issue_reason": null, + "canonical_pr_reason": "No true canonical duplicate PR stands out: the shared files are mostly framework/test/runtime touchpoints, while the actual feature goals are different.", + "best_issue_reason": null, + "best_pr_reason": "PR #63330 is the broadest and most central of the three, and it anchors the gateway-restart work that the others do not implement, so it is the least misleading representative if one must be chosen.", + "soft_edge_verdicts": [ + { + "left": "pull_request:63330", + "right": "pull_request:63503", + "accept": false, + "reason": "Different changes: #63330 adds session followup turns plus gateway-restart, while #63503 adds a model-switch extension for local backend switching. Shared runtime/test files are incidental, not the same concrete fix." + }, + { + "left": "pull_request:63330", + "right": "pull_request:63518", + "accept": false, + "reason": "Different changes: #63330 is about followup turns and gateway restart, whereas #63518 is about inference-guard for single-slot collision prevention. They do not appear to fix the same code-path problem." + }, + { + "left": "pull_request:63503", + "right": "pull_request:63518", + "accept": false, + "reason": "Different feature work in the same plugin area: backend switching versus collision prevention. No evidence they could be merged into one PR as the same underlying bug/change." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 50, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-63696-2", + "nodes": [ + "pull_request:63696", + "pull_request:64597" + ], + "soft_pairs": [ + "pull_request:63696|pull_request:64597" + ], + "prepared_review_unit_hash": "dd5e803c41694089b50881e71109fdfe304132f950209ed436ddfd2b8bbe7163", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 5115, + "estimated_input_tokens": 1279, + "estimated_eval_tokens": 2814 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 5115, + "estimated_input_tokens": 1279, + "estimated_eval_tokens": 2814 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Two unrelated agent retry/runner PRs: one fixes duplicate user-message persistence during model-fallback retries, the other skips futile overflow-truncation retries. They share plumbing files but target different failure modes and code paths.", + "confidence": 0.94, + "canonical_issue_reason": null, + "canonical_pr_reason": "PR #63696 is the cleaner representative of the cluster because it addresses a concrete correctness bug in retry handling and includes the most directly scoped fix around duplicate persistence.", + "best_issue_reason": null, + "best_pr_reason": "PR #63696 is the best global PR candidate: it has the clearer underlying bug, a narrower and more precise fix, and better represents the retry-suppression theme than the overflow-truncation harness change.", + "soft_edge_verdicts": [ + { + "left": "pull_request:63696", + "right": "pull_request:64597", + "accept": false, + "reason": "Both touch retry-related runner code, but they fix different problems: #63696 suppresses duplicate user persistence after fallback retries, while #64597 avoids futile overflow truncation retries. Shared files are supporting plumbing, not evidence of the same underlying change." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 51, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-63800-2", + "nodes": [ + "pull_request:63800", + "pull_request:67493" + ], + "soft_pairs": [ + "pull_request:63800|pull_request:67493" + ], + "prepared_review_unit_hash": "0b8c3201a457836462d71bf1c0293d7b16deaaabd9b160d6c4c577d6ff75a967", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4693, + "estimated_input_tokens": 1174, + "estimated_eval_tokens": 2604 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4693, + "estimated_input_tokens": 1174, + "estimated_eval_tokens": 2604 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These two PRs are effectively the same feature work: adding offline APNs alerts for chat replies, with the same helper/test files and very similar implementation intent. PR 63800 looks like the broader, more complete version.", + "confidence": 0.96, + "canonical_issue_reason": null, + "canonical_pr_reason": "PR 63800 is the better canonical PR because it appears to contain the fuller gateway wiring around the new APNs chat-notify helper, and it has more discussion/review context and inbound references.", + "best_issue_reason": null, + "best_pr_reason": "PR 63800 is the best representative of this change set: same underlying feature as 67493, but with the broader implementation scope and more surrounding integration changes.", + "soft_edge_verdicts": [ + { + "left": "pull_request:63800", + "right": "pull_request:67493", + "accept": true, + "reason": "Same underlying APNs offline chat-reply alert feature, same core files, and the title/intent match closely enough that these could plausibly be one PR." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet: both PRs target offline APNs chat reply alerts, share the same two new files, and the broader PR 63800 clearly includes extra gateway wiring around the same feature. The soft-edge verdict is conservative enough, and the pair looks mergeable as one PR for the same change set." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 52, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-63839-2", + "nodes": [ + "pull_request:63839", + "pull_request:63840" + ], + "soft_pairs": [ + "pull_request:63839|pull_request:63840" + ], + "prepared_review_unit_hash": "daf041af9bbf23c2bf047cfa6b1037091c4f5874002ad5be41bfa35daddd9851", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4554, + "estimated_input_tokens": 1139, + "estimated_eval_tokens": 2534 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4554, + "estimated_input_tokens": 1139, + "estimated_eval_tokens": 2534 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Two open PRs in the cluster, but they fix unrelated problems: one handles model_context_window_exceeded overflow reporting in the embedded runner, the other preserves Slack DM thread context for assistant root messages.", + "confidence": 0.98, + "canonical_issue_reason": null, + "canonical_pr_reason": "No single canonical PR: the two PRs target different subsystems and different bugs, so they are not duplicate fixes.", + "best_issue_reason": null, + "best_pr_reason": "PR 63839 is the better representative only because it has a concrete runtime bug fix with an explicit issue target and a narrowly defined code path; however, it is not a duplicate of PR 63840.", + "soft_edge_verdicts": [ + { + "left": "pull_request:63839", + "right": "pull_request:63840", + "accept": false, + "reason": "Reject: these are unrelated PRs. 63839 fixes context-overflow error surfacing for model_context_window_exceeded in the embedded runner; 63840 fixes Slack DM threading behavior. They touch different filenames, code paths, and user-facing bugs, and could not plausibly be merged into one PR." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 53, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-63847-3", + "nodes": [ + "pull_request:63847", + "pull_request:63848", + "pull_request:66844" + ], + "soft_pairs": [ + "pull_request:63847|pull_request:66844", + "pull_request:63847|pull_request:63848" + ], + "prepared_review_unit_hash": "ca0ecc9e2f9d288921732f2ec3f495f36e597028d7e865a3b503095294545734", + "component_budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 6687, + "estimated_input_tokens": 1672, + "estimated_eval_tokens": 3600 + }, + "budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 6687, + "estimated_input_tokens": 1672, + "estimated_eval_tokens": 3600 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These are three related memory/embedding PRs, but they fix different bugs in different code paths: CLI plugin loading for memory commands, memory-search provider resolution, and embedding-provider runtime recognition. I do not see a single underlying change they could be safely merged into one PR.", + "confidence": 0.92, + "canonical_issue_reason": null, + "canonical_pr_reason": "PR 63847 is the broadest and most central representative of the set, because it changes CLI startup behavior for memory commands and includes the most direct fix around plugin registration.", + "best_issue_reason": null, + "best_pr_reason": "PR 63847 is the best standalone representative, but only as an anchor for the memory-related cluster; it is not a duplicate of the others.", + "soft_edge_verdicts": [ + { + "left": "pull_request:63847", + "right": "pull_request:63848", + "accept": false, + "reason": "Different concrete bugs: 63847 loads plugins for memory commands at startup, while 63848 threads cfg into memory-search embedding provider resolution. Separate code paths and likely separate fixes." + }, + { + "left": "pull_request:63847", + "right": "pull_request:66844", + "accept": false, + "reason": "Different changes: 63847 is about CLI plugin loading for memory commands, while 66844 is about recognizing ollama in embedding-provider runtime resolution. Same subsystem, but not the same bug." + }, + { + "left": "pull_request:63848", + "right": "pull_request:66844", + "accept": false, + "reason": "63848 fixes configuration plumbing in memory-search, whereas 66844 fixes provider lookup/recognition at runtime. They do not appear to patch the same underlying failure." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 54, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-64027-2", + "nodes": [ + "pull_request:64027", + "pull_request:64805" + ], + "soft_pairs": [ + "pull_request:64027|pull_request:64805" + ], + "prepared_review_unit_hash": "9d04807f01ff54d2df54a6fd3903f18fc6ad30b6aac44de4ee53d19ce49163a9", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4799, + "estimated_input_tokens": 1200, + "estimated_eval_tokens": 2656 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4799, + "estimated_input_tokens": 1200, + "estimated_eval_tokens": 2656 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Two Feishu PRs overlap in shared session-plumbing files, but they target different features: in-place option-click card updates vs. streaming card footer token/context usage. They are not the same underlying change set.", + "confidence": 0.86, + "canonical_issue_reason": null, + "canonical_pr_reason": "PR 64027 is the better canonical PR for the cluster because it is the more explicit, broader Feishu feature change and it links a target issue, while 64805 appears to be a narrower follow-up feature around streaming card footers.", + "best_issue_reason": null, + "best_pr_reason": "PR 64027 is the strongest representative PR here: it has an explicit issue target, a larger coherent feature scope, and the shared files do not imply the same concrete fix as 64805.", + "soft_edge_verdicts": [ + { + "left": "pull_request:64027", + "right": "pull_request:64805", + "accept": false, + "reason": "Shared Feishu files only indicate related plumbing. 64027 implements in-place card content updates on option click, while 64805 adds token/context usage to a streaming card footer. Different user-visible features, so not the same PR-worthy change." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 55, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-64179-2", + "nodes": [ + "pull_request:64179", + "pull_request:64185" + ], + "soft_pairs": [ + "pull_request:64179|pull_request:64185" + ], + "prepared_review_unit_hash": "8053124a96e4b02e0f014474d2cd963fd9bd8ab6142c7d28ad2ab37a8d71918b", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 5074, + "estimated_input_tokens": 1269, + "estimated_eval_tokens": 2794 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 5074, + "estimated_input_tokens": 1269, + "estimated_eval_tokens": 2794 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "The two pull requests are unrelated: one adds localized tool summaries for agents, while the other adds a Feishu session trace relay and its docs/scripts. They do not appear to fix the same underlying bug or implement the same change.", + "confidence": 0.98, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": null, + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "pull_request:64179", + "right": "pull_request:64185", + "accept": false, + "reason": "Different features and code paths: agent tool-summary localization vs a Feishu session trace relay. They are not the same concrete fix and would not plausibly be merged as one PR." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 56, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-64198-2", + "nodes": [ + "pull_request:64198", + "pull_request:64215" + ], + "soft_pairs": [ + "pull_request:64198|pull_request:64215" + ], + "prepared_review_unit_hash": "5dd2de09e2e5c9841142d085817d1e1b899934ab275c1a165527b73c5b5d0163", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4575, + "estimated_input_tokens": 1144, + "estimated_eval_tokens": 2544 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4575, + "estimated_input_tokens": 1144, + "estimated_eval_tokens": 2544 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Both pull requests appear to fix the same underlying bug: nondeterministic ordering of available skills in the prompt. They touch the same files, target the same issue, and the diffs/test intent are aligned, so they are good duplicate candidates.", + "confidence": 0.96, + "canonical_issue_reason": null, + "canonical_pr_reason": "64215 is the cleaner representative: it has the more explicit title about deterministic prompt ordering, directly cites the tracking issue, and appears to implement the same alphabetical-sorting fix as the other PR.", + "best_issue_reason": null, + "best_pr_reason": "64215 is the best PR to keep as canonical because it is the more explicit and directly scoped version of the same fix, with clear issue linkage and matching code path.", + "soft_edge_verdicts": [ + { + "left": "pull_request:64198", + "right": "pull_request:64215", + "accept": true, + "reason": "Same underlying change: sort available_skills alphabetically before prompt formatting. They share the same issue target and files, and the test additions indicate the same concrete bug fix rather than just related subsystem work." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 57, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-64263-2", + "nodes": [ + "pull_request:64263", + "pull_request:64265" + ], + "soft_pairs": [ + "pull_request:64263|pull_request:64265" + ], + "prepared_review_unit_hash": "09ca7c424839766298a77b9de5085bd799d7d116bb980abe74591eb1e3d91935", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 6932, + "estimated_input_tokens": 1733, + "estimated_eval_tokens": 3722 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 6932, + "estimated_input_tokens": 1733, + "estimated_eval_tokens": 3722 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Two open PRs in the same agents area: one implements model-aware AGENTS selection and bootstrap-signature gating, while the other appears to be a follow-up docs/tests PR for that feature. They share files, but they are not the same concrete change.", + "confidence": 0.87, + "canonical_issue_reason": null, + "canonical_pr_reason": "64263 is the primary implementation PR: it adds the new AGENTS selection logic and bootstrapSignatureMode behavior in code, so it best represents the underlying change.", + "best_issue_reason": null, + "best_pr_reason": "64263 is the best representative PR because it contains the functional code-path change; 64265 looks like supporting documentation and test coverage rather than the core fix/feature.", + "soft_edge_verdicts": [ + { + "left": "pull_request:64263", + "right": "pull_request:64265", + "accept": false, + "reason": "Shared agent/bootstrap files indicate related work, but 64265 is mainly docs/tests around the feature rather than the same concrete code-path change. They could be part of one release topic, but not the same PR-level change for duplicate merging." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 58, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-64387-2", + "nodes": [ + "pull_request:64387", + "pull_request:64388" + ], + "soft_pairs": [ + "pull_request:64387|pull_request:64388" + ], + "prepared_review_unit_hash": "f424c2c6b3fc8c3d2b9a1b66fa0a8d882d210060143707e91172f1d072d454b4", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4566, + "estimated_input_tokens": 1142, + "estimated_eval_tokens": 2540 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4566, + "estimated_input_tokens": 1142, + "estimated_eval_tokens": 2540 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "The two PRs are not duplicates: they share incidental plugin-loader files, but one fixes a missing destructured field (`activationSourceConfig`) while the other changes `cache:false` + `activate:false` handling. Different code paths, different behavior.", + "confidence": 0.96, + "canonical_issue_reason": null, + "canonical_pr_reason": "PR #64387 is the cleaner representative of this cluster because it is a narrowly scoped loader destructuring fix, whereas #64388 is a separate behavior-change PR about option handling and auto-correction.", + "best_issue_reason": null, + "best_pr_reason": "PR #64387 is the better standalone PR candidate: it has a single concrete fix and a clearer, more self-contained code path than #64388.", + "soft_edge_verdicts": [ + { + "left": "pull_request:64387", + "right": "pull_request:64388", + "accept": false, + "reason": "Reject: same subsystem and shared files do not imply duplication. #64387 fixes missing `activationSourceConfig` destructuring in `loadOpenClawPlugins`; #64388 changes how `cache:false` is handled when `activate:false`. These are different bugs and would not naturally be merged into one PR." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 59, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-64393-2", + "nodes": [ + "pull_request:64393", + "pull_request:64557" + ], + "soft_pairs": [ + "pull_request:64393|pull_request:64557" + ], + "prepared_review_unit_hash": "792b1afe01039076b442e590858987a510e144fd5bc79e4b7c7d450de1334528", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4548, + "estimated_input_tokens": 1137, + "estimated_eval_tokens": 2530 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4548, + "estimated_input_tokens": 1137, + "estimated_eval_tokens": 2530 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Both PRs target the same bug: session invalidation caused by the ephemeral loopback MCP overlay being included in the MCP config hash. PR 64393 is the broader, more complete fix with regression coverage; PR 64557 is a narrower implementation of the same underlying change.", + "confidence": 0.93, + "canonical_issue_reason": null, + "canonical_pr_reason": "PR 64393 is the better canonical PR because it contains the fuller fix path and regression tests across the CLI runner/session flow, while PR 64557 is a smaller variant of the same hash-exclusion change.", + "best_issue_reason": null, + "best_pr_reason": "PR 64393 is the strongest representative of the cluster: it directly addresses the ephemeral-port hashing regression and includes tests that validate stability across restarts.", + "soft_edge_verdicts": [ + { + "left": "pull_request:64393", + "right": "pull_request:64557", + "accept": true, + "reason": "Same underlying bug and same fix area in bundle-mcp hashing; both exclude the ephemeral loopback overlay from mcpConfigHash, so they are duplicate PRs for triage purposes." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 60, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-64470-2", + "nodes": [ + "pull_request:64470", + "pull_request:65324" + ], + "soft_pairs": [ + "pull_request:64470|pull_request:65324" + ], + "prepared_review_unit_hash": "3f5a21a480d5dde38d1555f88e126064fdc40f14cfecd7d52732e5c6e650d5e2", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4334, + "estimated_input_tokens": 1084, + "estimated_eval_tokens": 2424 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4334, + "estimated_input_tokens": 1084, + "estimated_eval_tokens": 2424 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Two open PRs propose the same WSL2 Chrome-launch fix: set DISPLAY for Chrome in chrome.ts. They look like duplicate implementations of the same underlying change, with one variant adding test coverage.", + "confidence": 0.78, + "canonical_issue_reason": null, + "canonical_pr_reason": "64470 is the cleaner direct fix: it adds WSL2 detection in chrome.ts and sets DISPLAY=:0 for Chrome launches with minimal scope.", + "best_issue_reason": null, + "best_pr_reason": "64470 is the strongest representative because it implements the exact runtime fix in the affected launcher path without extra test-only churn.", + "soft_edge_verdicts": [ + { + "left": "pull_request:64470", + "right": "pull_request:65324", + "accept": true, + "reason": "Both PRs target the same WSL2 Chrome-launch DISPLAY problem in chrome.ts and implement the same environment override; 65324 appears to be a broader/test-augmented version of the same fix." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet: both PRs target the same WSL2 Chrome launch DISPLAY issue in `chrome.ts`, and 65324 appears to add related test coverage rather than a different fix. The soft-edge verdict is conservative enough, and the pair looks mergeable into one PR for the same bugfix." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 61, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-64516-2", + "nodes": [ + "pull_request:64516", + "pull_request:66838" + ], + "soft_pairs": [ + "pull_request:64516|pull_request:66838" + ], + "prepared_review_unit_hash": "35cca19af86c89800efdb9cec5df5312da1bf0136c146d9466f1dfe906ca4210", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4583, + "estimated_input_tokens": 1146, + "estimated_eval_tokens": 2548 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4583, + "estimated_input_tokens": 1146, + "estimated_eval_tokens": 2548 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Both PRs appear to target the same heartbeat cron wrapper behavior: making the prompt neutral so embedded steps run instead of being treated as a user-relay reminder. PR #66838 looks like a superset of #64516 with extra test coverage.", + "confidence": 0.94, + "canonical_issue_reason": null, + "canonical_pr_reason": "PR #66838 is the better canonical candidate because it covers the same heartbeat prompt neutrality change as #64516 and also adds broader regression coverage in an additional test file.", + "best_issue_reason": null, + "best_pr_reason": "PR #66838 is the strongest standalone representative of the change: same files, same title, same underlying heartbeat wrapper fix, plus extra test coverage.", + "soft_edge_verdicts": [ + { + "left": "pull_request:64516", + "right": "pull_request:66838", + "accept": true, + "reason": "Same underlying heartbeat cron prompt wrapper fix in the same code path; #66838 looks like an extension of #64516 rather than a different change." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 62, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-64631-3", + "nodes": [ + "pull_request:64631", + "pull_request:64661", + "pull_request:64709" + ], + "soft_pairs": [ + "pull_request:64631|pull_request:64709", + "pull_request:64631|pull_request:64661", + "pull_request:64661|pull_request:64709" + ], + "prepared_review_unit_hash": "319f1d32d0522ba52cd5639a12e3d698c4a952dc68db85132e2fd539141e8afd", + "component_budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 3, + "serialized_chars": 8947, + "estimated_input_tokens": 2237, + "estimated_eval_tokens": 4730 + }, + "budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 3, + "serialized_chars": 8947, + "estimated_input_tokens": 2237, + "estimated_eval_tokens": 4730 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "All three PRs appear to target the same Windows child-process output decoding bug, centered on codepage-aware decoding for spawned/exec\u2019d processes. PR 64661 looks like the best canonical representative because it introduces the shared windows-encoding helper and applies it across the relevant callers with focused tests.", + "confidence": 0.83, + "canonical_issue_reason": null, + "canonical_pr_reason": "PR 64661 is the clearest canonical choice: it has the most explicit scope, introduces the shared encoding helper, and applies the fix across the main execution/caller paths with dedicated tests.", + "best_issue_reason": null, + "best_pr_reason": "PR 64661 is the best overall representative because it appears to contain the core reusable fix for Windows codepage-aware decoding, while 64631 and 64709 read as narrower or phrased variants of the same change.", + "soft_edge_verdicts": [ + { + "left": "pull_request:64631", + "right": "pull_request:64661", + "accept": true, + "reason": "Both PRs address Windows codepage-aware child-process output decoding and touch the same execution-path files; they look like overlapping variants of the same underlying fix." + }, + { + "left": "pull_request:64631", + "right": "pull_request:64709", + "accept": true, + "reason": "Despite different wording, both PRs target the same Windows child-process encoding bug and overlap heavily in the execution/caller files, making them mergeable into one change set." + }, + { + "left": "pull_request:64661", + "right": "pull_request:64709", + "accept": true, + "reason": "These PRs are near-parallel descriptions of the same Windows CJK/codepage decoding fix, with the same helper and the same affected process-path files." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet: all three PRs are about Windows child-process output decoding/codepage handling, and the shared filenames plus titles support treating them as overlapping variants of the same bugfix. The soft-edge acceptances are conservative enough here, and nothing is overstated beyond the evidence." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 63, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-64673-2", + "nodes": [ + "pull_request:64673", + "pull_request:65188" + ], + "soft_pairs": [ + "pull_request:64673|pull_request:65188" + ], + "prepared_review_unit_hash": "0ab068825afc05dfaa97f856830bc007f5e30104aaebc8d51f2271c34a86a956", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4613, + "estimated_input_tokens": 1154, + "estimated_eval_tokens": 2564 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4613, + "estimated_input_tokens": 1154, + "estimated_eval_tokens": 2564 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "The two PRs overlap on issue #64651 and both touch the chat layout stylesheet, but they are not the same change: #64673 is a focused CSS fix for iOS Safari auto-zoom, while #65188 bundles that UI tweak with separate iOS gateway TLS/local-network connection changes.", + "confidence": 0.91, + "canonical_issue_reason": null, + "canonical_pr_reason": "PR #64673 is the cleanest representation of the underlying UI bug: a small, direct font-size change to prevent iOS Safari auto-zoom.", + "best_issue_reason": null, + "best_pr_reason": "PR #64673 is the best cluster representative because it isolates the exact auto-zoom fix; #65188 is broader and mixes in unrelated gateway networking work.", + "soft_edge_verdicts": [ + { + "left": "pull_request:64673", + "right": "pull_request:65188", + "accept": false, + "reason": "Reject: they are not the same underlying change. #64673 is a pure UI font-size fix, while #65188 includes additional iOS gateway TLS/local-network logic and is not merge-equivalent to the smaller PR." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 64, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-64749-3", + "nodes": [ + "pull_request:64749", + "pull_request:64773", + "pull_request:64934" + ], + "soft_pairs": [ + "pull_request:64749|pull_request:64773", + "pull_request:64749|pull_request:64934" + ], + "prepared_review_unit_hash": "f4d92b329a439a3e7d304e8b2a55e3cc8498012de9dca058063654cef0e8a4ca", + "component_budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 7397, + "estimated_input_tokens": 1850, + "estimated_eval_tokens": 3956 + }, + "budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 7397, + "estimated_input_tokens": 1850, + "estimated_eval_tokens": 3956 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These PRs are thematically similar but not duplicates: one adds observable worker/task-state snapshots, one adds observable session-state snapshots, and one adds intermediate task status states. They target different subsystems and code paths.", + "confidence": 0.93, + "canonical_issue_reason": null, + "canonical_pr_reason": "PR 64749 is the broadest representative of the shared 'observable state' theme, but it still addresses worker/task observability rather than sessions or task-status transitions, so it is not a true duplicate of the others.", + "best_issue_reason": null, + "best_pr_reason": "PR 64749 is the closest fit as a cluster representative because it has the widest surface area and the strongest overlap in naming/theme, even though the other PRs are distinct changes.", + "soft_edge_verdicts": [ + { + "left": "pull_request:64749", + "right": "pull_request:64773", + "accept": false, + "reason": "Both mention observable state snapshots, but 64749 is about worker/task observability and CLI plumbing, while 64773 is about session state storage; different feature areas and code paths." + }, + { + "left": "pull_request:64749", + "right": "pull_request:64934", + "accept": false, + "reason": "Both touch tasks, but 64749 adds observable worker state snapshot plumbing, whereas 64934 changes task status semantics and summaries to add intermediate active states; not the same underlying change." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 65, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-64901-5", + "nodes": [ + "pull_request:64901", + "pull_request:65030", + "pull_request:65952", + "pull_request:68725", + "pull_request:68730" + ], + "soft_pairs": [ + "pull_request:64901|pull_request:65030", + "pull_request:65952|pull_request:68725", + "pull_request:68725|pull_request:68730", + "pull_request:65030|pull_request:65952" + ], + "prepared_review_unit_hash": "6cd7f1aea87e3033409e6d5242ee6ac98a5ebf80eb51387610efcf584adf1887", + "component_budget": { + "node_count": 5, + "item_count": 5, + "soft_pair_count": 4, + "serialized_chars": 12370, + "estimated_input_tokens": 3093, + "estimated_eval_tokens": 6442 + }, + "budget": { + "node_count": 5, + "item_count": 5, + "soft_pair_count": 4, + "serialized_chars": 12370, + "estimated_input_tokens": 3093, + "estimated_eval_tokens": 6442 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These PRs form a loose theme around context-window metadata in Bedrock/Mantle, but they are not the same underlying change. Each one targets a different provider path or feature: warning on hardcoded defaults, provenance flags, fixed model window tables, or a Claude-specific override.", + "confidence": 0.94, + "canonical_issue_reason": null, + "canonical_pr_reason": "PR 65030 is the best canonical representative for the cluster because it has an explicit issue link (64919) and touches the shared model metadata path most broadly, adding the provenance flag used by downstream code.", + "best_issue_reason": null, + "best_pr_reason": "PR 65030 is the strongest overall representative: it is tied to the tracking issue, updates shared types and runner/model plumbing, and establishes the provenance mechanism that other changes can build on.", + "soft_edge_verdicts": [ + { + "left": "pull_request:64901", + "right": "pull_request:65030", + "accept": false, + "reason": "Related context-window work, but different behavior and code paths: 64901 adds a warning when a default is used, while 65030 adds a provenance flag for Bedrock-discovered model metadata." + }, + { + "left": "pull_request:65952", + "right": "pull_request:68725", + "accept": false, + "reason": "Both adjust context-window discovery, but for different providers and model sets (Amazon Bedrock vs Mantle). They are not the same concrete bug or change." + }, + { + "left": "pull_request:68725", + "right": "pull_request:68730", + "accept": false, + "reason": "Same Mantle file, but different features: 68725 adds known context windows for open-weight models, while 68730 adds a Claude-specific Anthropic Messages override. These would not merge as one PR." + }, + { + "left": "pull_request:65030", + "right": "pull_request:65952", + "accept": false, + "reason": "They share the Bedrock discovery area and tracking issue, but 65030 is about provenance tracking, whereas 65952 is about populating known model context windows. Distinct changes, not duplicates." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 66, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-64988-3", + "nodes": [ + "pull_request:64988", + "pull_request:65005", + "pull_request:65213" + ], + "soft_pairs": [ + "pull_request:64988|pull_request:65005", + "pull_request:65005|pull_request:65213" + ], + "prepared_review_unit_hash": "23bef816051ab32e3ada273a9c3ea272da83e1bef046b25ab573869790a0467d", + "component_budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 6835, + "estimated_input_tokens": 1709, + "estimated_eval_tokens": 3674 + }, + "budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 6835, + "estimated_input_tokens": 1709, + "estimated_eval_tokens": 3674 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These PRs are related by a broad \u201cexplain/resolution\u201d theme, but they do not look like duplicates of the same underlying change. One fixes model-family provider inference, one adds a models explain command, and one adds a sessions explain command.", + "confidence": 0.94, + "canonical_issue_reason": null, + "canonical_pr_reason": "PR #65005 is the best cluster representative: it is the central user-facing explain feature around provider/model resolution, while the others are separate lower-level routing logic or a different sessions command.", + "best_issue_reason": null, + "best_pr_reason": "PR #65005 is the strongest single representative of the cluster\u2019s shared theme, but it is still distinct from the other two changes.", + "soft_edge_verdicts": [ + { + "left": "pull_request:64988", + "right": "pull_request:65005", + "accept": false, + "reason": "Related to model/provider resolution, but #64988 is a routing inference fix/test and #65005 adds a CLI explain command; different code paths and not mergeable as one PR." + }, + { + "left": "pull_request:65005", + "right": "pull_request:65213", + "accept": false, + "reason": "Both are explain-related, but #65005 targets models resolution while #65213 targets stored sessions; they solve different command surfaces and behaviors." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 67, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-65010-3", + "nodes": [ + "pull_request:65010", + "pull_request:65221", + "pull_request:65222" + ], + "soft_pairs": [ + "pull_request:65010|pull_request:65222", + "pull_request:65010|pull_request:65221", + "pull_request:65221|pull_request:65222" + ], + "prepared_review_unit_hash": "5ffd139cff7b2e7c2f1bc22ccda780f7679526c9f4af06fa024a4f1278720403", + "component_budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 3, + "serialized_chars": 10516, + "estimated_input_tokens": 2629, + "estimated_eval_tokens": 5514 + }, + "budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 3, + "serialized_chars": 10516, + "estimated_input_tokens": 2629, + "estimated_eval_tokens": 5514 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These three PRs are related by a shared embedded-run/steer/interrupt area, but they appear to fix different layers of the problem rather than the same exact change. The registry-race PR is the best representative; the other two are narrower and/or use a different delivery path.", + "confidence": 0.84, + "canonical_issue_reason": null, + "canonical_pr_reason": "PR #65221 is the strongest canonical representative because it targets the core embedded-run vs ReplyOperation scheduling race directly, with registry-level changes and tests. The other PRs look narrower: #65010 changes steer-message gating inside the embedded runner, and #65222 routes around Telegram sequential-key delivery for interrupts/steers.", + "best_issue_reason": null, + "best_pr_reason": "PR #65221 is the best overall fit for the cluster because it addresses the most central underlying race condition and spans the relevant runner/registry logic. It is more root-cause-oriented than #65010 and more directly tied to interrupt scheduling than #65222.", + "soft_edge_verdicts": [ + { + "left": "pull_request:65010", + "right": "pull_request:65222", + "accept": false, + "reason": "Both touch steer/interrupt handling, but #65010 fixes when steer messages are accepted inside the embedded attempt, while #65222 changes Telegram delivery to bypass grammY sequential keys. Different code paths and not clearly the same change." + }, + { + "left": "pull_request:65010", + "right": "pull_request:65221", + "accept": false, + "reason": "They overlap in the embedded-run area, but #65010 is a narrow steer-gating fix and #65221 is a broader registry race fix. Related symptoms, but not the same concrete bug fix." + }, + { + "left": "pull_request:65221", + "right": "pull_request:65222", + "accept": false, + "reason": "#65221 fixes embedded-run/ReplyOperation registry scheduling, whereas #65222 is specifically about Telegram message delivery ordering. Shared goal, but different underlying mechanism and not mergeable as one PR." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 68, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-65051-2", + "nodes": [ + "pull_request:65051", + "pull_request:65340" + ], + "soft_pairs": [ + "pull_request:65051|pull_request:65340" + ], + "prepared_review_unit_hash": "d41140ff2578c89564179284d63b15034a09ff03d10a64a4c15f92ba76ffc17d", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 3951, + "estimated_input_tokens": 988, + "estimated_eval_tokens": 2232 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 3951, + "estimated_input_tokens": 988, + "estimated_eval_tokens": 2232 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Two unrelated pull requests: one fixes workspace skill grouping in the Control Panel, the other adds a regression test for nested provider-qualified chat model refs. They do not appear to target the same underlying bug or change.", + "confidence": 0.97, + "canonical_issue_reason": null, + "canonical_pr_reason": "PR #65051 is the stronger canonical PR candidate because it contains the actual behavior fix in production code, while #65340 is test-only and narrowly covers a separate chat-model resolution edge case.", + "best_issue_reason": null, + "best_pr_reason": "PR #65051 is the best overall PR in this cluster: it directly changes the grouping logic that determines where skills appear. PR #65340 is only a regression test and does not by itself represent the main fix.", + "soft_edge_verdicts": [ + { + "left": "pull_request:65051", + "right": "pull_request:65340", + "accept": false, + "reason": "Different code paths and problems: Control Panel skill grouping vs chat model reference resolution. They share no files or explicit target and are not mergeable as one PR." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 69, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-65150-2", + "nodes": [ + "pull_request:65150", + "pull_request:65186" + ], + "soft_pairs": [ + "pull_request:65150|pull_request:65186" + ], + "prepared_review_unit_hash": "b1792b49737cf590ef0ab386ae066c73dfe07b3de05e83dd45a8f0896b2267be", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4533, + "estimated_input_tokens": 1134, + "estimated_eval_tokens": 2524 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4533, + "estimated_input_tokens": 1134, + "estimated_eval_tokens": 2524 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Both pull requests appear to carry the same patch adding internal tool execution hooks in the same code path and same files; they look like duplicate PRs rather than separate changes.", + "confidence": 0.86, + "canonical_issue_reason": null, + "canonical_pr_reason": "PR #65150 is the better canonical choice because its title directly matches the actual change and it already has an inbound reference, suggesting it is the more established thread for this patch.", + "best_issue_reason": null, + "best_pr_reason": "PR #65150 is the strongest representative of the cluster: same filenames and diff preview as the other PR, but with a clearer, more specific title tied to the code change.", + "soft_edge_verdicts": [ + { + "left": "pull_request:65150", + "right": "pull_request:65186", + "accept": true, + "reason": "The two PRs touch the same files with the same diff preview and the same underlying code-path change (adding before/after execute internal hooks for tools), so they look like duplicate implementations of one patch." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The verdict is grounded in the packet: both PRs share the same filenames and identical diff preview, so treating them as duplicate/mergeable is reasonable. The canonical-choice rationale is also conservative and supported by the inbound-reference count and the clearer title on #65150." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 70, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-65175-2", + "nodes": [ + "pull_request:65175", + "pull_request:65181" + ], + "soft_pairs": [ + "pull_request:65175|pull_request:65181" + ], + "prepared_review_unit_hash": "019fe0e912d4d8bbf5502c0a3009a80c661106a8f3a989d48933341e37c3b4ae", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4002, + "estimated_input_tokens": 1001, + "estimated_eval_tokens": 2258 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4002, + "estimated_input_tokens": 1001, + "estimated_eval_tokens": 2258 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Both PRs address the same isolated-cron sessionFile persistence bug (#65151); one is the code fix, the other is the same fix plus a focused regression test.", + "confidence": 0.98, + "canonical_issue_reason": null, + "canonical_pr_reason": "65181 is the better representative PR because it contains the same production fix as 65175 plus a targeted test covering the sessionFile persistence behavior.", + "best_issue_reason": null, + "best_pr_reason": "65181 is the best PR for the cluster since it fixes the same concrete code path and adds regression coverage, making it the most complete version of the change.", + "soft_edge_verdicts": [ + { + "left": "pull_request:65175", + "right": "pull_request:65181", + "accept": true, + "reason": "Accept: both PRs patch the same isolated cron run-executor sessionFile persistence bug, and 65181 is just the code fix plus a test for that same behavior." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 71, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-65248-2", + "nodes": [ + "pull_request:65248", + "pull_request:68617" + ], + "soft_pairs": [ + "pull_request:65248|pull_request:68617" + ], + "prepared_review_unit_hash": "d4d8c6d8c2d5d88d5e619525a05a60e2744c9c063e6e4bfe854a3893d69a30b4", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4574, + "estimated_input_tokens": 1144, + "estimated_eval_tokens": 2544 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4574, + "estimated_input_tokens": 1144, + "estimated_eval_tokens": 2544 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Both PRs appear to address the same ACP slash-command bypass behavior in bound sessions; PR 68617 is the more complete and explicit formulation of the fix.", + "confidence": 0.86, + "canonical_issue_reason": null, + "canonical_pr_reason": "PR 68617 is the stronger representative: it frames the fix around keeping /acp commands local in bound sessions and adds broader test coverage, while 65248 looks like an earlier narrower version of the same bypass change.", + "best_issue_reason": null, + "best_pr_reason": "PR 68617 is the best standalone PR because it most clearly states the intended behavior change and appears to include the more complete test/update set for the same dispatch-path fix.", + "soft_edge_verdicts": [ + { + "left": "pull_request:65248", + "right": "pull_request:68617", + "accept": true, + "reason": "Same underlying ACP dispatch-bypass change in the same code path (/src/auto-reply/reply/dispatch-acp-command-bypass.ts); the titles and test updates indicate overlapping behavior for keeping bound /acp slash commands local, and they could plausibly be merged into one PR." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet: both PRs touch the same ACP dispatch-bypass path and shared test files, and their titles/diffs support the same bound-session /acp local-handling fix. The soft-edge verdict is conservative because it says they could plausibly be merged, rather than claiming certainty beyond the evidence." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 72, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-65453-2", + "nodes": [ + "pull_request:65453", + "pull_request:68485" + ], + "soft_pairs": [ + "pull_request:65453|pull_request:68485" + ], + "prepared_review_unit_hash": "4c0de92d20b59a1c0af1f78fdf38d8eadce39647c8f86563f98d438613e39061", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4434, + "estimated_input_tokens": 1109, + "estimated_eval_tokens": 2474 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4434, + "estimated_input_tokens": 1109, + "estimated_eval_tokens": 2474 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Both PRs target the same MiniMax-M2.7 image-input enablement behind issue #65424 and touch the same provider-catalog code path, so they look like duplicate implementations of one fix.", + "confidence": 0.93, + "canonical_issue_reason": null, + "canonical_pr_reason": "Choose PR #65453 as the canonical PR: it is the earlier, more complete implementation, with broader changes across model definitions and the provider catalog plus review activity already attached.", + "best_issue_reason": null, + "best_pr_reason": "PR #65453 is the best representative of the cluster because it contains the core fix and the supporting refactor that makes the image-capable-model logic explicit.", + "soft_edge_verdicts": [ + { + "left": "pull_request:65453", + "right": "pull_request:68485", + "accept": true, + "reason": "Same underlying change: enabling image input for MiniMax-M2.7 models in the provider catalog. They share the same issue target, same subsystem, and the diffs point to the same code path, so they could plausibly be merged into one PR." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 73, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-65561-4", + "nodes": [ + "pull_request:65561", + "pull_request:65735", + "pull_request:65962", + "pull_request:66671" + ], + "soft_pairs": [ + "pull_request:65561|pull_request:65735", + "pull_request:65735|pull_request:65962", + "pull_request:65735|pull_request:66671" + ], + "prepared_review_unit_hash": "4bfc52432d645db8c400fde901fef2b93a2130456612a5989a71a9d6e5f22d3e", + "component_budget": { + "node_count": 4, + "item_count": 4, + "soft_pair_count": 3, + "serialized_chars": 9089, + "estimated_input_tokens": 2273, + "estimated_eval_tokens": 4802 + }, + "budget": { + "node_count": 4, + "item_count": 4, + "soft_pair_count": 3, + "serialized_chars": 9089, + "estimated_input_tokens": 2273, + "estimated_eval_tokens": 4802 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Cluster centers on tsdown runtime-entry fixes, especially the /status command. 65561 is the broader implementation PR, 65735 is the narrower /status fix with regression tests, and the other two PRs are adjacent but distinct changes.", + "confidence": 0.81, + "canonical_issue_reason": null, + "canonical_pr_reason": "PR 65735 is the best canonical representative for the shared /status runtime-entry bug: it is narrowly scoped to the missing entries and includes regression tests, making it the clearest duplicate target for that specific fix.", + "best_issue_reason": null, + "best_pr_reason": "PR 65735 is the best overall representative because it targets the concrete /status runtime-entry problem directly and adds tests, while 65561 is broader in scope and the other PRs address different runtime-entry or import mechanics.", + "soft_edge_verdicts": [ + { + "left": "pull_request:65561", + "right": "pull_request:65735", + "accept": true, + "reason": "These look like the same underlying /status runtime-entry fix family: 65561 carries the broader code-side implementation, while 65735 narrows it down and adds regression tests. They are not identical file-for-file, but the changes are plausibly mergeable as one bugfix." + }, + { + "left": "pull_request:65735", + "right": "pull_request:65962", + "accept": false, + "reason": "Both touch tsdown config and tests, but they fix different missing runtime entries: /status command entries versus config/sessions/store.runtime. Same build system, different concrete change." + }, + { + "left": "pull_request:65735", + "right": "pull_request:66671", + "accept": false, + "reason": "66671 is about replacing a source-tree-relative runtime import in session-status-tool, which is a different mechanism and code-path from adding /status tsdown runtime entries." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "Rejecting because one soft-edge verdict overstates the packet: 65561 and 65735 do not share the same files beyond tsdown.config.ts, so saying they address the fix in the \"same files\" is unsupported. The pair may still be mergeable as the same /status bugfix, but the justification should be softened to reflect that 65561 is broader and 65735 adds regression tests. The other two verdicts and the overall summary are more conservative." + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 74, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-65593-2", + "nodes": [ + "pull_request:65593", + "pull_request:67796" + ], + "soft_pairs": [ + "pull_request:65593|pull_request:67796" + ], + "prepared_review_unit_hash": "08e7fce547a891ddf70d206b73debd781b42fed4b528ca36ac847f0a8a1297f1", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 3999, + "estimated_input_tokens": 1000, + "estimated_eval_tokens": 2256 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 3999, + "estimated_input_tokens": 1000, + "estimated_eval_tokens": 2256 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Two Mattermost PRs in the same area, but they fix different handleAction send behaviors: one forwards media access context, the other adds fallback parameter names for mediaUrl. They are related, not duplicates.", + "confidence": 0.92, + "canonical_issue_reason": null, + "canonical_pr_reason": "PR 65593 is the broader, more representative fix: it forwards mediaLocalRoots and mediaReadFile through handleAction send and adds regression coverage for that path.", + "best_issue_reason": null, + "best_pr_reason": "PR 65593 best captures the main code-path change in this cluster; PR 67796 is a narrower input-normalization tweak and less representative of the underlying handling bug.", + "soft_edge_verdicts": [ + { + "left": "pull_request:65593", + "right": "pull_request:67796", + "accept": false, + "reason": "Different concrete changes: 65593 forwards media access context during send, while 67796 only adds filePath/path fallbacks for mediaUrl. They touch the same file but not the same underlying bug or mergeable fix." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 75, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-65616-3", + "nodes": [ + "pull_request:65616", + "pull_request:68622", + "pull_request:68624" + ], + "soft_pairs": [ + "pull_request:65616|pull_request:68622", + "pull_request:68622|pull_request:68624" + ], + "prepared_review_unit_hash": "80111b11d205df2cbbf1c345c35a132e9c8806324df10c009498dc3f86b964b9", + "component_budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 7927, + "estimated_input_tokens": 1982, + "estimated_eval_tokens": 4220 + }, + "budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 7927, + "estimated_input_tokens": 1982, + "estimated_eval_tokens": 4220 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Three open pull requests are related by plugin/hook infrastructure, but they address different features: a new HOL Guard plugin, a sessions_send delegation hook, and a session-run cancel seam. They are not duplicates, so the soft edges should be rejected.", + "confidence": 0.96, + "canonical_issue_reason": null, + "canonical_pr_reason": "PR #68624 is the best representative because it is the broadest and most central infrastructure change, with explicit issue linkage and multiple runtime/gateway touchpoints. The other PRs are narrower and address different features.", + "best_issue_reason": null, + "best_pr_reason": "PR #68624 is the strongest standalone candidate for triage because it changes the core cancel path across gateway and session code, making it the most substantial and central of the three. PR #68622 is also infrastructure-related but narrower; PR #65616 is a separate feature plugin.", + "soft_edge_verdicts": [ + { + "left": "pull_request:65616", + "right": "pull_request:68622", + "accept": false, + "reason": "Different underlying changes: #65616 adds a new HOL Guard pre-execution plugin, while #68622 adds a sessions_send delegation hook in the plugin SDK/agent path. They do not fix the same code-path problem and would not be merged as one PR." + }, + { + "left": "pull_request:68622", + "right": "pull_request:68624", + "accept": false, + "reason": "Both touch plugin hook infrastructure, but they implement different seams: #68622 is for sessions_send delegation, and #68624 is for session-run cancellation. Shared files and baseline updates are not enough to make them the same change." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 76, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-65689-2", + "nodes": [ + "pull_request:65689", + "pull_request:68641" + ], + "soft_pairs": [ + "pull_request:65689|pull_request:68641" + ], + "prepared_review_unit_hash": "2f40447fe101e1920ede6b01a9ece31d91bc0898cf8e611a7190104770d73a9a", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4721, + "estimated_input_tokens": 1181, + "estimated_eval_tokens": 2618 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4721, + "estimated_input_tokens": 1181, + "estimated_eval_tokens": 2618 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "The two PRs touch the same chat UI area but address different bugs: one renders provider errors in chat history, while the other fixes image/attachment history rendering in Control UI. They are not the same underlying change.", + "confidence": 0.96, + "canonical_issue_reason": null, + "canonical_pr_reason": "PR #68641 is the better canonical representative because it has an explicit issue target and a narrowly defined image-rendering fix with clear user-facing symptom context.", + "best_issue_reason": null, + "best_pr_reason": "PR #68641 is the best overall representative in this cluster: it is concrete, issue-linked, and scoped to a single rendering bug rather than a broader error-display enhancement.", + "soft_edge_verdicts": [ + { + "left": "pull_request:65689", + "right": "pull_request:68641", + "accept": false, + "reason": "Different code paths and outcomes: #65689 adds provider errorMessage handling in chat history, while #68641 changes attachment/image rendering behavior. Shared files alone do not make them the same fix." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 77, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-65691-3", + "nodes": [ + "pull_request:65691", + "pull_request:65730", + "pull_request:65777" + ], + "soft_pairs": [ + "pull_request:65691|pull_request:65777", + "pull_request:65691|pull_request:65730", + "pull_request:65730|pull_request:65777" + ], + "prepared_review_unit_hash": "e3001a1e9b0c32222111c9e158e48a90c45e5b10113f0d8003570d132ed35207", + "component_budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 3, + "serialized_chars": 7834, + "estimated_input_tokens": 1959, + "estimated_eval_tokens": 4174 + }, + "budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 3, + "serialized_chars": 7834, + "estimated_input_tokens": 1959, + "estimated_eval_tokens": 4174 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These three PRs are only loosely similar at the theme level (prompt/context/feature additions) but they address different code paths: Slack message search, auto-reply thread follow-ups, and system-prompt IDENTITY guidance. I do not see a same-underlying-change duplicate among any pair.", + "confidence": 0.93, + "canonical_issue_reason": null, + "canonical_pr_reason": "PR 65730 is the most central of the three by soft-similarity, but the cluster is still heterogeneous; it\u2019s the best single representative only in a weak clustering sense.", + "best_issue_reason": null, + "best_pr_reason": "PR 65730 has the broadest apparent overlap with the others in terms of context/prompt-related language and the highest aggregate soft similarity, making it the best representative of this loose cluster.", + "soft_edge_verdicts": [ + { + "left": "pull_request:65691", + "right": "pull_request:65777", + "accept": false, + "reason": "Slack message search support and IDENTITY system-prompt guidance are unrelated changes; they touch different subsystems and could not plausibly be merged as one PR." + }, + { + "left": "pull_request:65691", + "right": "pull_request:65730", + "accept": false, + "reason": "One PR adds Slack search actions, the other changes auto-reply thread-context resolution. They do not fix the same bug or implement the same feature." + }, + { + "left": "pull_request:65730", + "right": "pull_request:65777", + "accept": false, + "reason": "Both involve prompt/context wording, but one is auto-reply follow-up resolution and the other is system-prompt defaults for IDENTITY.md; they are distinct changes with different code paths." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 78, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-65758-2", + "nodes": [ + "pull_request:65758", + "pull_request:65759" + ], + "soft_pairs": [ + "pull_request:65758|pull_request:65759" + ], + "prepared_review_unit_hash": "318d6c4c304a95f93d3b28b2b2961a8830ed1e1e430b1b0ad8963b024efda5a2", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4506, + "estimated_input_tokens": 1127, + "estimated_eval_tokens": 2510 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4506, + "estimated_input_tokens": 1127, + "estimated_eval_tokens": 2510 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These are two separate WhatsApp fixes in different code paths: one adds a reconnect safety timer in the connection controller, the other adds an application-level health probe to the inbound monitor. They do not look like the same underlying bug or change.", + "confidence": 0.97, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": null, + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "pull_request:65758", + "right": "pull_request:65759", + "accept": false, + "reason": "Different failure modes and subsystems: reconnect/close handling in the connection controller vs inbound monitor health probing. Not the same concrete fix and not plausibly one merged PR." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 79, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-65773-2", + "nodes": [ + "pull_request:65773", + "pull_request:65809" + ], + "soft_pairs": [ + "pull_request:65773|pull_request:65809" + ], + "prepared_review_unit_hash": "c1cf91c43c19b2f527c188d27b104b981b33e855b037664fd991906a8a614d35", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4484, + "estimated_input_tokens": 1121, + "estimated_eval_tokens": 2498 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4484, + "estimated_input_tokens": 1121, + "estimated_eval_tokens": 2498 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Both PRs target the same Slack manifest copy/paste bug in issue #65751 and modify the same setup flow to print manifest JSON without box-drawing borders. They are close enough to treat as duplicates of the same fix.", + "confidence": 0.97, + "canonical_issue_reason": null, + "canonical_pr_reason": "Choose #65809 as canonical: it more directly addresses the copyability problem by printing the raw manifest JSON outside the framed note and adds a clear explanatory comment tied to the reported issue.", + "best_issue_reason": null, + "best_pr_reason": "#65809 is the strongest standalone PR because it cleanly fixes the user-facing Slack manifest output on the exact setup path, with a straightforward implementation that matches the issue description.", + "soft_edge_verdicts": [ + { + "left": "pull_request:65773", + "right": "pull_request:65809", + "accept": true, + "reason": "Same issue target, same Slack setup code path, and both change manifest printing to remove box-drawing/border artifacts; they are effectively alternative implementations of the same fix." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 80, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-65778-3", + "nodes": [ + "pull_request:65778", + "pull_request:65805", + "pull_request:66029" + ], + "soft_pairs": [ + "pull_request:65778|pull_request:65805", + "pull_request:65778|pull_request:66029", + "pull_request:65805|pull_request:66029" + ], + "prepared_review_unit_hash": "c523d6fa0c48abead4803e183253d0902e87e1adc3c0d12b468c44234c1e41a2", + "component_budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 3, + "serialized_chars": 7667, + "estimated_input_tokens": 1917, + "estimated_eval_tokens": 4090 + }, + "budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 3, + "serialized_chars": 7667, + "estimated_input_tokens": 1917, + "estimated_eval_tokens": 4090 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "All three PRs implement the same fallback-retry prompt fix in `src/agents/command/attempt-execution.helpers.ts` and its test. They differ mainly in wording and polish, not in underlying change.", + "confidence": 0.97, + "canonical_issue_reason": null, + "canonical_pr_reason": "PR #66029 is the most complete representative: it has the same helper/test fix as the others, an explicit issue reference, and an added changelog note, making it the clearest canonical duplicate target.", + "best_issue_reason": null, + "best_pr_reason": "PR #66029 best captures the final form of the fix for the fallback retry prompt while preserving the original task context; it is the most polished and documentation-backed version of the same code-path change.", + "soft_edge_verdicts": [ + { + "left": "pull_request:65778", + "right": "pull_request:65805", + "accept": true, + "reason": "Same underlying bug and same code path: both change `resolveFallbackRetryPrompt` to prepend a system notice while preserving the original prompt, with matching tests." + }, + { + "left": "pull_request:65778", + "right": "pull_request:66029", + "accept": true, + "reason": "Same fix to the fallback retry prompt in the same helper/test files; #66029 is just a more polished version with changelog text and clearer wording." + }, + { + "left": "pull_request:65805", + "right": "pull_request:66029", + "accept": true, + "reason": "These PRs fix the same concrete fallback-retry behavior in the same code path and could plausibly be merged into one change set." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 81, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-65783-2", + "nodes": [ + "pull_request:65783", + "pull_request:65796" + ], + "soft_pairs": [ + "pull_request:65783|pull_request:65796" + ], + "prepared_review_unit_hash": "96fc55c23ddc70461b97ff6c929c2108687a5beb115ab47d208c0d8572c38262", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4919, + "estimated_input_tokens": 1230, + "estimated_eval_tokens": 2716 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4919, + "estimated_input_tokens": 1230, + "estimated_eval_tokens": 2716 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Both PRs target the same memory-embedding surrogate-pair bug and touch the same code path/files, so they look like duplicate implementations of the same fix rather than separate changes.", + "confidence": 0.72, + "canonical_issue_reason": "Issue 65782 is the shared upstream bug report both PRs explicitly target, so it is the natural canonical issue for the cluster.", + "canonical_pr_reason": "PR 65783 is the stronger canonical PR: it is earlier, more expansive, and includes the sanitizer plus dedicated tests across the affected memory embedding/host SDK files.", + "best_issue_reason": "65782 best represents the underlying bug this cluster is about; both PRs are anchored to it and neither provides a better issue-level description.", + "best_pr_reason": "65783 is the best representative PR because it appears to contain the fuller implementation and test coverage for the surrogate-pair sanitization fix on the shared code path.", + "soft_edge_verdicts": [ + { + "left": "pull_request:65783", + "right": "pull_request:65796", + "accept": true, + "reason": "Same underlying memory embedding bug: both modify the surrogate-pair handling/sanitization path in the same files and target the same issue, so they could plausibly be merged into one PR." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The cluster summary is grounded in the packet: both PRs explicitly target issue 65782 and overlap on the same memory-embedding files/code path. The soft-edge accept is conservative enough to be mergeable as a single bugfix PR. One minor wording caution: calling them outright \"duplicate implementations\" is a bit stronger than the evidence strictly requires, but the underlying same-fix conclusion is supported." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 82, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-65826-2", + "nodes": [ + "pull_request:65826", + "pull_request:67592" + ], + "soft_pairs": [ + "pull_request:65826|pull_request:67592" + ], + "prepared_review_unit_hash": "00e755a77981220aa647f0858562da1e4cd48dac85f34d8edb0a20e3d155fa33", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 5171, + "estimated_input_tokens": 1293, + "estimated_eval_tokens": 2842 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 5171, + "estimated_input_tokens": 1293, + "estimated_eval_tokens": 2842 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Both items are near-identical Android dependency-bump PRs, but they are not the same exact change set: 67592 is a later refresh with 17 updates versus 16 in 65826. High overlap, but not a duplicate-worthy same-change match.", + "confidence": 0.94, + "canonical_issue_reason": null, + "canonical_pr_reason": "Prefer PR 67592 as the canonical representative because it is the newer and slightly broader dependency refresh, so it is the most current version of this update series.", + "best_issue_reason": null, + "best_pr_reason": "PR 67592 is the strongest standalone candidate since it is the latest, most complete refresh of the Android dependency bumps.", + "soft_edge_verdicts": [ + { + "left": "pull_request:65826", + "right": "pull_request:67592", + "accept": false, + "reason": "Very similar dependency-bump PRs, but 67592 is a later refreshed update set with an extra change; they are not the same concrete change and should not be merged as duplicates." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 83, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-65831-3", + "nodes": [ + "pull_request:65831", + "pull_request:65881", + "pull_request:67322" + ], + "soft_pairs": [ + "pull_request:65831|pull_request:65881", + "pull_request:65831|pull_request:67322", + "pull_request:65881|pull_request:67322" + ], + "prepared_review_unit_hash": "41608905f3337d3e56859f0f7d2468ecafb0a0789be16c93816797f1e63a10a9", + "component_budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 3, + "serialized_chars": 7692, + "estimated_input_tokens": 1923, + "estimated_eval_tokens": 4102 + }, + "budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 3, + "serialized_chars": 7692, + "estimated_input_tokens": 1923, + "estimated_eval_tokens": 4102 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "All three pull requests are near-identical iterations of the same feature: passing image attachment metadata into the `before_model_resolve` hook from the embedded Pi runner. This is a clear PR duplicate cluster, with 67322 looking like the latest/best iteration.", + "confidence": 0.98, + "canonical_issue_reason": null, + "canonical_pr_reason": "PR 67322 is the latest version of the same change, with the same filenames and diff shape as the others, and it has the strongest review activity among the near-identical implementations.", + "best_issue_reason": null, + "best_pr_reason": "PR 67322 is the best representative because it appears to be the most recent refinement of the identical hook-attachment metadata change and is likely the most up-to-date patch to keep.", + "soft_edge_verdicts": [ + { + "left": "pull_request:65831", + "right": "pull_request:65881", + "accept": true, + "reason": "Same title, same files, and essentially the same code change; 65881 is just a near-identical rework of 65831." + }, + { + "left": "pull_request:65831", + "right": "pull_request:67322", + "accept": true, + "reason": "Both PRs implement the same hook metadata propagation change in the same code paths and could plausibly be merged as one patch." + }, + { + "left": "pull_request:65881", + "right": "pull_request:67322", + "accept": true, + "reason": "These are the same underlying feature/fix with matching file set and diff intent; only minor implementation details differ." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "Grounded overall: all three PRs target the same hook-attachment metadata propagation change in the same files, and the latest PR is plausibly the most up-to-date iteration. The soft-edge acceptances are conservative enough given the shared filenames and diff intent, even though the later PRs are not byte-identical." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 84, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-65996-3", + "nodes": [ + "pull_request:65996", + "pull_request:66049", + "pull_request:66846" + ], + "soft_pairs": [ + "pull_request:65996|pull_request:66049", + "pull_request:65996|pull_request:66846" + ], + "prepared_review_unit_hash": "f422e48764b7b6be995952637c5d4463390c5e0c797a8be9a76166de9fe72b55", + "component_budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 7125, + "estimated_input_tokens": 1782, + "estimated_eval_tokens": 3820 + }, + "budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 7125, + "estimated_input_tokens": 1782, + "estimated_eval_tokens": 3820 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "This cluster is a mix of unrelated feature PRs that happen to share config-plumbing files; none of the soft pairs look like true duplicates.", + "confidence": 0.84, + "canonical_issue_reason": null, + "canonical_pr_reason": "PR 65996 is the most representative of the shared config/agent-scope plumbing, but it is not actually the same change as the other PRs, so there is no strong canonical duplicate here.", + "best_issue_reason": null, + "best_pr_reason": "PR 65996 is the cleanest and smallest anchor among the three, but the cluster is heterogeneous, so it is only a weak representative rather than a true duplicate canonical.", + "soft_edge_verdicts": [ + { + "left": "pull_request:65996", + "right": "pull_request:66049", + "accept": false, + "reason": "Same config plumbing, but different concrete feature: public statusLabel vs per-agent TTS overrides. They touch similar files without fixing the same underlying problem, so they should not be merged as one PR." + }, + { + "left": "pull_request:65996", + "right": "pull_request:66846", + "accept": false, + "reason": "These are unrelated features in different code paths: agent status labeling vs memoryFlush model override. No shared underlying bug or change." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 85, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-65999-2", + "nodes": [ + "pull_request:65999", + "pull_request:66047" + ], + "soft_pairs": [ + "pull_request:65999|pull_request:66047" + ], + "prepared_review_unit_hash": "1af2c2dddcab8046e730a3886c6f97b1e0879383babd48ff96591ee2827deb1f", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4441, + "estimated_input_tokens": 1111, + "estimated_eval_tokens": 2478 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4441, + "estimated_input_tokens": 1111, + "estimated_eval_tokens": 2478 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These two PRs are not duplicates: #65999 fixes Telegram voice-message Ogg duration metadata, while #66047 adds an FxTwitter fallback for Twitter/X URL fetching. They touch different subsystems and different user-facing behaviors.", + "confidence": 0.98, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": null, + "best_pr_reason": "No single best PR for deduplication: #65999 and #66047 solve unrelated problems in different code paths, so neither is a canonical representative of the other.", + "soft_edge_verdicts": [ + { + "left": "pull_request:65999", + "right": "pull_request:66047", + "accept": false, + "reason": "Different features and code paths: Telegram voice Ogg duration vs Twitter/X fetch fallback. They do not appear to fix the same underlying bug or change." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 86, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-66045-2", + "nodes": [ + "pull_request:66045", + "pull_request:66502" + ], + "soft_pairs": [ + "pull_request:66045|pull_request:66502" + ], + "prepared_review_unit_hash": "107b8f5c0cc3fb1fe219e72d83694b783305e0acd145d590097dfa43ae1c859e", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4373, + "estimated_input_tokens": 1094, + "estimated_eval_tokens": 2444 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4373, + "estimated_input_tokens": 1094, + "estimated_eval_tokens": 2444 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Two separate gateway-path PRs: one fixes false doctor repairs for dist entrypoint aliases, the other stabilizes gateway launch paths across pnpm global upgrades. They are related in theme but not the same underlying change.", + "confidence": 0.93, + "canonical_issue_reason": null, + "canonical_pr_reason": "PR #66045 is the clearest representative of this cluster\u2019s gateway-path handling theme because it fixes a concrete false-positive mismatch in the doctor repair flow with a focused code-path change.", + "best_issue_reason": null, + "best_pr_reason": "PR #66045 is the best standalone candidate: it targets a specific, user-facing bug with explicit failing behavior and a tight fix scope. PR #66502 addresses a different launch-path resolution problem, so it is not a better canonical fit for the pair.", + "soft_edge_verdicts": [ + { + "left": "pull_request:66045", + "right": "pull_request:66502", + "accept": false, + "reason": "Different concrete bugs/code paths: #66045 suppresses a false gateway entrypoint mismatch in the doctor repair command when dist aliases differ; #66502 changes program-argument resolution to prefer a stable pnpm path across upgrades. Related subsystem, but not mergeable as one PR." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 87, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-66059-5", + "nodes": [ + "pull_request:66059", + "pull_request:66061", + "pull_request:66064", + "pull_request:66066", + "pull_request:66069" + ], + "soft_pairs": [ + "pull_request:66059|pull_request:66061", + "pull_request:66059|pull_request:66066", + "pull_request:66059|pull_request:66064", + "pull_request:66059|pull_request:66069", + "pull_request:66061|pull_request:66066", + "pull_request:66064|pull_request:66066", + "pull_request:66064|pull_request:66069", + "pull_request:66066|pull_request:66069" + ], + "prepared_review_unit_hash": "6b01e425041df02f6f925661e19e4684c4d7138941ab11a57a048d68e2854436", + "component_budget": { + "node_count": 5, + "item_count": 5, + "soft_pair_count": 8, + "serialized_chars": 11847, + "estimated_input_tokens": 2962, + "estimated_eval_tokens": 6180 + }, + "budget": { + "node_count": 5, + "item_count": 5, + "soft_pair_count": 8, + "serialized_chars": 11847, + "estimated_input_tokens": 2962, + "estimated_eval_tokens": 6180 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These are mostly unrelated small fixes across different extensions and tests. The only strong similarity is between the Discord and WhatsApp dedupe-key normalization PRs, but they affect different code paths and should stay separate.", + "confidence": 0.9, + "canonical_issue_reason": null, + "canonical_pr_reason": "No shared issue link or single underlying bug across the cluster; 66061 is the most focused production fix and the closest match to the only strong similarity pattern.", + "best_issue_reason": null, + "best_pr_reason": "PR 66061 is the cleanest representative: it makes a narrow dedupe-key normalization change in one code path, with the least extra surface area.", + "soft_edge_verdicts": [ + { + "left": "pull_request:66059", + "right": "pull_request:66061", + "accept": false, + "reason": "Both normalize replay/dedupe keys, but they are different integrations (Discord vs WhatsApp) and different message flows, so they are not the same concrete fix." + }, + { + "left": "pull_request:66059", + "right": "pull_request:66066", + "accept": false, + "reason": "Discord replay-key narrowing and a Nextcloud Talk test callback contract change are unrelated in code path and purpose." + }, + { + "left": "pull_request:66059", + "right": "pull_request:66064", + "accept": false, + "reason": "One changes Discord inbound dedupe logic; the other adds wait-timeout support to a Feishu test helper. Different bugs and different mergeable scopes." + }, + { + "left": "pull_request:66059", + "right": "pull_request:66069", + "accept": false, + "reason": "Discord runtime dedupe logic and MCP shutdown mock signatures are unrelated test/code fixes." + }, + { + "left": "pull_request:66061", + "right": "pull_request:66066", + "accept": false, + "reason": "WhatsApp inbound dedupe-key trimming and a Nextcloud Talk replay test contract adjustment are not the same underlying bug." + }, + { + "left": "pull_request:66064", + "right": "pull_request:66066", + "accept": false, + "reason": "Both are test-adjacent changes, but one adds helper timeout handling and the other aligns a replay test callback signature; they do not fix the same code-path problem." + }, + { + "left": "pull_request:66064", + "right": "pull_request:66069", + "accept": false, + "reason": "Feishu helper timeout support and MCP mock-signature widening are separate test fixes with no shared concrete bug." + }, + { + "left": "pull_request:66066", + "right": "pull_request:66069", + "accept": false, + "reason": "Nextcloud replay test callback typing and MCP shutdown test mock signatures are different test contracts in different subsystems." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 88, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-66084-5", + "nodes": [ + "pull_request:66084", + "pull_request:66087", + "pull_request:66419", + "pull_request:66428", + "pull_request:66431" + ], + "soft_pairs": [ + "pull_request:66084|pull_request:66087", + "pull_request:66084|pull_request:66431", + "pull_request:66084|pull_request:66428", + "pull_request:66084|pull_request:66419", + "pull_request:66087|pull_request:66431", + "pull_request:66087|pull_request:66428", + "pull_request:66087|pull_request:66419", + "pull_request:66419|pull_request:66428", + "pull_request:66419|pull_request:66431", + "pull_request:66428|pull_request:66431" + ], + "prepared_review_unit_hash": "c4575e3d4f170d9f544ec0238c9e32d4dd7aef3754abd0de7f116fd04769a87b", + "component_budget": { + "node_count": 5, + "item_count": 5, + "soft_pair_count": 10, + "serialized_chars": 21833, + "estimated_input_tokens": 5459, + "estimated_eval_tokens": 11174 + }, + "budget": { + "node_count": 5, + "item_count": 5, + "soft_pair_count": 10, + "serialized_chars": 21833, + "estimated_input_tokens": 5459, + "estimated_eval_tokens": 11174 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "This cluster is mostly release/integration PRs. The v2026.4.12 safe PRs (66419/66428/66431) are closely related and likely duplicate or backup variants of the same release batch, while 66084 and 66087 are distinct earlier release runs and should stay separate.", + "confidence": 0.88, + "canonical_issue_reason": null, + "canonical_pr_reason": "66419 is the safest canonical representative: it is the plain v2026.4.12 safe release PR, has the highest review activity in the trio, and is not labeled as a backup. 66428 looks like a very similar same-batch variant, while 66431 is explicitly marked as a backup.", + "best_issue_reason": null, + "best_pr_reason": "66419 is the best overall PR representative for the cluster because its title most directly matches the shared v2026.4.12 safe release batch and it has the strongest review signal among the near-duplicates. The choice stays conservative and does not rely on assumptions about change-set completeness.", + "soft_edge_verdicts": [ + { + "left": "pull_request:66084", + "right": "pull_request:66087", + "accept": false, + "reason": "Different release versions and batches (v2026.4.11 live vs v2026.4.10 safe); similar release automation files are not enough to treat them as the same change." + }, + { + "left": "pull_request:66084", + "right": "pull_request:66419", + "accept": false, + "reason": "These are separate release runs with different version tags and dates, so they are not the same underlying PR." + }, + { + "left": "pull_request:66084", + "right": "pull_request:66428", + "accept": false, + "reason": "Different release batch/version; the overlap is broad but generic to release integration work, not a single concrete change." + }, + { + "left": "pull_request:66084", + "right": "pull_request:66431", + "accept": false, + "reason": "Different release batch/version and not the same release artifact; too coarse to merge as duplicates." + }, + { + "left": "pull_request:66087", + "right": "pull_request:66419", + "accept": false, + "reason": "v2026.4.10 safe and v2026.4.12 safe are different release runs, so shared generated files do not imply the same PR." + }, + { + "left": "pull_request:66087", + "right": "pull_request:66428", + "accept": false, + "reason": "Same general subsystem and similar generated files, but different release version/date make these separate changes rather than duplicates." + }, + { + "left": "pull_request:66087", + "right": "pull_request:66431", + "accept": false, + "reason": "Different release batches and versions; this looks like another release integration PR, not the same code-path change." + }, + { + "left": "pull_request:66419", + "right": "pull_request:66428", + "accept": true, + "reason": "Both are v2026.4.12 safe release PRs from the same date with heavily overlapping filenames, so they appear to be the same release change expressed as two variants." + }, + { + "left": "pull_request:66419", + "right": "pull_request:66431", + "accept": true, + "reason": "66431 is explicitly a backup of the same v2026.4.12 safe release PR, and the overlap in filenames supports the same underlying release bundle." + }, + { + "left": "pull_request:66428", + "right": "pull_request:66431", + "accept": true, + "reason": "Same v2026.4.12 safe release batch with substantial overlap; 66431 is the backup variant, so these read as duplicates of the same release change." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "The cluster-level summary is mostly grounded, but the canonical PR reasoning overstates the evidence. The packet supports that 66419/66428/66431 are closely related v2026.4.12 safe release PRs, and 66431 is explicitly a backup, but it does not clearly show that 66419 has the \"broadest/most complete change set\" or that 66428 is necessarily a backup rather than just a similar/duplicate variant. Keep the representative choice conservative and avoid claims not directly supported by the titles, file lists, or review counts." + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 89, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-66196-5", + "nodes": [ + "pull_request:66196", + "pull_request:66197", + "pull_request:66198", + "pull_request:66199", + "pull_request:66200" + ], + "soft_pairs": [ + "pull_request:66196|pull_request:66200", + "pull_request:66196|pull_request:66199", + "pull_request:66196|pull_request:66198", + "pull_request:66196|pull_request:66197", + "pull_request:66197|pull_request:66200", + "pull_request:66197|pull_request:66199", + "pull_request:66197|pull_request:66198", + "pull_request:66198|pull_request:66200", + "pull_request:66198|pull_request:66199", + "pull_request:66199|pull_request:66200" + ], + "prepared_review_unit_hash": "b67ec15e4e470e180cfbefe68d9e16c46fee65de5fbe76a619c655154fa4cc07", + "component_budget": { + "node_count": 5, + "item_count": 5, + "soft_pair_count": 10, + "serialized_chars": 13035, + "estimated_input_tokens": 3259, + "estimated_eval_tokens": 6774 + }, + "budget": { + "node_count": 5, + "item_count": 5, + "soft_pair_count": 10, + "serialized_chars": 13035, + "estimated_input_tokens": 3259, + "estimated_eval_tokens": 6774 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Five very similar security PRs add wrapExternalContent around inbound message bodies for different chat integrations, but they affect distinct code paths and should not be deduplicated as one change.", + "confidence": 0.94, + "canonical_issue_reason": null, + "canonical_pr_reason": "PR #66198 is a clean representative of the cluster: it has the same security-hardening pattern, a clear title, and a straightforward inbound-body wrapping change with minimal extra scope.", + "best_issue_reason": null, + "best_pr_reason": "PR #66198 is the best single representative because it is the most generic example of the pattern while still being concrete and self-contained; the other PRs are channel-specific variants of the same hardening approach.", + "soft_edge_verdicts": [ + { + "left": "pull_request:66196", + "right": "pull_request:66200", + "accept": false, + "reason": "Both apply the same sanitization pattern, but they are for different integrations (WhatsApp vs BlueBubbles) and different message ingestion paths, so they are not the same underlying code-path change." + }, + { + "left": "pull_request:66196", + "right": "pull_request:66199", + "accept": false, + "reason": "Same security motif, but WhatsApp and iMessage are separate adapters with independent inbound-body construction logic." + }, + { + "left": "pull_request:66196", + "right": "pull_request:66198", + "accept": false, + "reason": "These harden different channel pipelines (WhatsApp vs Signal); similar fix pattern, but not one concrete bug or mergeable single PR." + }, + { + "left": "pull_request:66196", + "right": "pull_request:66197", + "accept": false, + "reason": "Different chat integrations and different source files; the overlap is only the generic wrapExternalContent usage." + }, + { + "left": "pull_request:66197", + "right": "pull_request:66200", + "accept": false, + "reason": "Telegram and BlueBubbles are unrelated inbound paths; they share the same security helper but not the same defect." + }, + { + "left": "pull_request:66197", + "right": "pull_request:66199", + "accept": false, + "reason": "Both wrap external bodies, but in distinct integration-specific code paths, so they should remain separate PRs." + }, + { + "left": "pull_request:66197", + "right": "pull_request:66198", + "accept": false, + "reason": "Telegram and Signal implementations are separate; this is a repeated fix pattern, not one shared change." + }, + { + "left": "pull_request:66198", + "right": "pull_request:66199", + "accept": false, + "reason": "Signal and iMessage are different adapters with different body assembly logic; similar hardening does not make them the same PR." + }, + { + "left": "pull_request:66198", + "right": "pull_request:66200", + "accept": false, + "reason": "Different channel integrations and files; the change type matches, but the underlying code-path problem does not." + }, + { + "left": "pull_request:66199", + "right": "pull_request:66200", + "accept": false, + "reason": "iMessage and BlueBubbles are separate inbound-processing paths, so this is only a stylistic/security-pattern match." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 90, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-66208-3", + "nodes": [ + "pull_request:66208", + "pull_request:66209", + "pull_request:66210" + ], + "soft_pairs": [ + "pull_request:66208|pull_request:66210", + "pull_request:66208|pull_request:66209", + "pull_request:66209|pull_request:66210" + ], + "prepared_review_unit_hash": "048b04b7a92f87b511183e5466dca561b14f70c1f144262f24623c85eb5f3f1f", + "component_budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 3, + "serialized_chars": 10828, + "estimated_input_tokens": 2707, + "estimated_eval_tokens": 5670 + }, + "budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 3, + "serialized_chars": 10828, + "estimated_input_tokens": 2707, + "estimated_eval_tokens": 5670 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Three separate Microsoft 365 feature PRs share a common approval-actions/scaffolding area, but they target different workflows: calendar copilot approvals, Outlook triage approvals, and Teams thread copilot approvals. They are not the same underlying change.", + "confidence": 0.97, + "canonical_issue_reason": null, + "canonical_pr_reason": "No canonical PR: the three pull requests implement different product flows and code paths, so none should be treated as a duplicate of the others.", + "best_issue_reason": null, + "best_pr_reason": "No single best PR for deduplication purposes; if forced to pick a representative, PR #66208 is the broadest calendar-approval change, but it is still distinct from the other two.", + "soft_edge_verdicts": [ + { + "left": "pull_request:66208", + "right": "pull_request:66210", + "accept": false, + "reason": "Both touch M365 approval scaffolding, but one adds calendar copilot approvals and the other adds Teams thread approvals; different user flows and code paths." + }, + { + "left": "pull_request:66208", + "right": "pull_request:66209", + "accept": false, + "reason": "Calendar copilot approvals and Outlook triage approvals are separate features, not one concrete fix." + }, + { + "left": "pull_request:66209", + "right": "pull_request:66210", + "accept": false, + "reason": "Outlook triage approvals and Teams thread approvals share subsystem files but implement different approval behaviors for different surfaces." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 91, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-66276-2", + "nodes": [ + "pull_request:66276", + "pull_request:66435" + ], + "soft_pairs": [ + "pull_request:66276|pull_request:66435" + ], + "prepared_review_unit_hash": "6e4ddeb1a48e580ea97d328136acfc051f3f2acc6e6ae6ff2cb1e83015763a99", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4130, + "estimated_input_tokens": 1033, + "estimated_eval_tokens": 2322 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4130, + "estimated_input_tokens": 1033, + "estimated_eval_tokens": 2322 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Both PRs target the same CLI/gateway hang symptom, but they appear to be separate fixes at different layers rather than the same concrete change set.", + "confidence": 0.78, + "canonical_issue_reason": null, + "canonical_pr_reason": "PR #66276 is the stronger canonical PR because it explicitly targets the tracked issue (#66227) and includes the broader end-to-end exit handling changes around the hang.", + "best_issue_reason": null, + "best_pr_reason": "PR #66276 is the best representative of the cluster: it has the explicit issue link, touches the main entry/exit path plus gateway cleanup, and appears to address the full reported failure mode.", + "soft_edge_verdicts": [ + { + "left": "pull_request:66276", + "right": "pull_request:66435", + "accept": false, + "reason": "They share the same hang symptom and issue reference, but the implementations differ: #66276 adds exit-after-flush and broader CLI/client lifecycle changes, while #66435 only awaits client.stopAndWait in gateway request handling. This is related, but not clearly the same underlying code change or something that should be merged as one PR." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 92, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-66285-2", + "nodes": [ + "pull_request:66285", + "pull_request:66286" + ], + "soft_pairs": [ + "pull_request:66285|pull_request:66286" + ], + "prepared_review_unit_hash": "02c2d603d36e2d102fa9a4717fb255ccb83f6b840a95306b9a062de0e8cd967d", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 5327, + "estimated_input_tokens": 1332, + "estimated_eval_tokens": 2920 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 5327, + "estimated_input_tokens": 1332, + "estimated_eval_tokens": 2920 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "The two pull requests are unrelated: one adds support for explicit active-memory chat types, while the other propagates upstream request IDs into diagnostics and transport/telemetry code. They target different subsystems, different bug classes, and different explicit issues, so the soft pair should be rejected.", + "confidence": 0.99, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": null, + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "pull_request:66285", + "right": "pull_request:66286", + "accept": false, + "reason": "Different underlying changes and code paths: active-memory manifest validation/config handling versus diagnostics/transport request-id propagation. No shared filenames, no shared concrete bug, and the explicit issue targets differ, so they should not be merged as duplicates." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 93, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-66312-2", + "nodes": [ + "pull_request:66312", + "pull_request:66327" + ], + "soft_pairs": [ + "pull_request:66312|pull_request:66327" + ], + "prepared_review_unit_hash": "b26606ad6c3812b5c79e9294121beea096ba9acbbe576c155066af0abc7a816c", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4521, + "estimated_input_tokens": 1131, + "estimated_eval_tokens": 2518 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4521, + "estimated_input_tokens": 1131, + "estimated_eval_tokens": 2518 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These two pull requests are unrelated: one threads `sessionKey` into embedded runtime/system prompt plumbing, while the other adds `sendPayload` support for MSTeams approval cards. They do not fix the same bug or implement the same change path, so this is not a duplicate cluster.", + "confidence": 0.97, + "canonical_issue_reason": null, + "canonical_pr_reason": "No canonical PR: PR #66312 is about embedding `sessionKey` into runtime prompt parameters, while PR #66327 implements MSTeams interactive payload sending; they address different subsystems and problems.", + "best_issue_reason": null, + "best_pr_reason": "Neither PR is a good global representative of the other because they are about different features/code paths and cannot plausibly be merged as one change.", + "soft_edge_verdicts": [ + { + "left": "pull_request:66312", + "right": "pull_request:66327", + "accept": false, + "reason": "Different underlying changes: runtime prompt/sessionKey plumbing vs MSTeams `sendPayload` for approval cards. No shared concrete bug or mergeable combined fix." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 94, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-66371-4", + "nodes": [ + "pull_request:66371", + "pull_request:66373", + "pull_request:66375", + "pull_request:66379" + ], + "soft_pairs": [ + "pull_request:66371|pull_request:66373", + "pull_request:66371|pull_request:66375", + "pull_request:66371|pull_request:66379", + "pull_request:66373|pull_request:66379", + "pull_request:66375|pull_request:66379" + ], + "prepared_review_unit_hash": "95f203875f67a9a1bb01c7e4e6c862a6cc0313fe986acfc18da9c457887866ed", + "component_budget": { + "node_count": 4, + "item_count": 4, + "soft_pair_count": 5, + "serialized_chars": 10194, + "estimated_input_tokens": 2549, + "estimated_eval_tokens": 5354 + }, + "budget": { + "node_count": 4, + "item_count": 4, + "soft_pair_count": 5, + "serialized_chars": 10194, + "estimated_input_tokens": 2549, + "estimated_eval_tokens": 5354 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These PRs are all adjacent prompt-overlay/system-prompt updates, but they target different provider behaviors and different concrete guidance. They should stay separate rather than be deduplicated into one change.", + "confidence": 0.9, + "canonical_issue_reason": null, + "canonical_pr_reason": "PR #66373 is the best central candidate because it introduces the first-class system-prompt contribution plumbing that other prompt-overlay tweaks appear to build around.", + "best_issue_reason": null, + "best_pr_reason": "PR #66373 is the broadest foundational change in the set; the others are narrower provider-specific prompt text updates or verification tweaks layered on top of that pattern.", + "soft_edge_verdicts": [ + { + "left": "pull_request:66371", + "right": "pull_request:66373", + "accept": false, + "reason": "Both touch OpenAI prompt files, but #66371 adds GPT-5 tool-use categories while #66373 wires a new tool_enforcement prompt section into the provider/system-prompt API. Different underlying change, not the same fix." + }, + { + "left": "pull_request:66371", + "right": "pull_request:66375", + "accept": false, + "reason": "Both edit OpenAI prompt overlay text, but one is mandatory tool-use categories and the other is a verification checklist for execution bias. Separate prompt-content changes, not duplicates." + }, + { + "left": "pull_request:66371", + "right": "pull_request:66379", + "accept": false, + "reason": "They affect different providers and different code paths: OpenAI GPT-5 prompt content versus Google Gemini execution guidance. Not the same underlying bug/change." + }, + { + "left": "pull_request:66373", + "right": "pull_request:66379", + "accept": false, + "reason": "They share the system-prompt contribution plumbing, but one is OpenAI tool_enforcement section work and the other is Gemini guidance wiring. Same subsystem, different provider-specific change." + }, + { + "left": "pull_request:66375", + "right": "pull_request:66379", + "accept": false, + "reason": "Different providers and different prompt text goals (verification checklist vs Gemini execution guidance). No evidence they are the same concrete change." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 95, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-66426-2", + "nodes": [ + "pull_request:66426", + "pull_request:67969" + ], + "soft_pairs": [ + "pull_request:66426|pull_request:67969" + ], + "prepared_review_unit_hash": "9a97608465d4da6df283c4dda3115b9500afb8214ca44fde76090460828c84f5", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 5132, + "estimated_input_tokens": 1283, + "estimated_eval_tokens": 2822 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 5132, + "estimated_input_tokens": 1283, + "estimated_eval_tokens": 2822 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These two pull requests appear to be the same underlying fix: both have the same title, touch the same files, and add the same duplicate-terminal-chat-event guard in `server-chat.ts` to prevent repeated error surfacing. They look like duplicate/redundant PRs rather than separate changes.", + "confidence": 0.98, + "canonical_issue_reason": null, + "canonical_pr_reason": "Choose PR #66426 as canonical because it has the same change set but more review activity, suggesting it is the more established discussion/thread for this fix.", + "best_issue_reason": null, + "best_pr_reason": "PR #66426 is the best representative since it is the more reviewed version of the same fix and appears to be the primary submission.", + "soft_edge_verdicts": [ + { + "left": "pull_request:66426", + "right": "pull_request:67969", + "accept": true, + "reason": "Same title, same affected files, and matching diff preview indicate the same concrete code-path fix for duplicate terminal chat events; plausible duplicate/replacement PRs." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 96, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-66511-2", + "nodes": [ + "pull_request:66511", + "pull_request:66552" + ], + "soft_pairs": [ + "pull_request:66511|pull_request:66552" + ], + "prepared_review_unit_hash": "7b0176f4f72d46ab76d4b051bc44935263faad7aeb67d7fd12bc818857b887c7", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 5169, + "estimated_input_tokens": 1293, + "estimated_eval_tokens": 2842 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 5169, + "estimated_input_tokens": 1293, + "estimated_eval_tokens": 2842 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Two open Ollama PRs share files and general subsystem context, but they fix different bugs: one forwards `keep_alive` to reduce cold-start latency, the other recovers reasoning-only/incomplete Ollama turns. They are not the same underlying change.", + "confidence": 0.89, + "canonical_issue_reason": null, + "canonical_pr_reason": "PR #66552 is the better canonical representative because it has the broader and more substantial Ollama stream-runtime fix; #66511 is a narrower request-forwarding change for `keep_alive`.", + "best_issue_reason": null, + "best_pr_reason": "PR #66552 is the best overall representative of this cluster because it addresses the more complex user-visible Ollama turn handling bug and has the wider patch scope.", + "soft_edge_verdicts": [ + { + "left": "pull_request:66511", + "right": "pull_request:66552", + "accept": false, + "reason": "Different underlying problems: #66511 preserves `keep_alive` in Ollama requests, while #66552 fixes recovery for reasoning-only/incomplete turns. Shared files alone are not enough to treat them as duplicates." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 97, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-66544-3", + "nodes": [ + "pull_request:66544", + "pull_request:66656", + "pull_request:68262" + ], + "soft_pairs": [ + "pull_request:66656|pull_request:68262", + "pull_request:66544|pull_request:66656" + ], + "prepared_review_unit_hash": "f769c0a5478d1f0852a27f26b6af5572dc38a5cf9cc39d24a6108e950fb89940", + "component_budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 6264, + "estimated_input_tokens": 1566, + "estimated_eval_tokens": 3388 + }, + "budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 6264, + "estimated_input_tokens": 1566, + "estimated_eval_tokens": 3388 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Two PRs are closely related heartbeat/UI cleanup in gateway session summaries; the third is a broader chat-history prompt-filtering change and is not a duplicate of the preview fix.", + "confidence": 0.61, + "canonical_issue_reason": null, + "canonical_pr_reason": "PR 66656 is the most direct and complete fix for the heartbeat-artifact problem in session previews, with both implementation and regression test, and it cleanly matches the linked issue target.", + "best_issue_reason": null, + "best_pr_reason": "PR 66656 is the strongest representative of the cluster because it addresses the core heartbeat-noise symptom in session presentation with a focused change and test coverage.", + "soft_edge_verdicts": [ + { + "left": "pull_request:66656", + "right": "pull_request:68262", + "accept": false, + "reason": "68262 targets a different concrete code path: stripping internal prompts from chat history. It is broader and not the same underlying bug as skipping heartbeat diagnostics in session previews." + }, + { + "left": "pull_request:66544", + "right": "pull_request:66656", + "accept": true, + "reason": "Both PRs fix the same user-visible heartbeat leakage in gateway session summaries, just at different presentation points: 66544 suppresses the heartbeat fallback sender label and 66656 skips heartbeat diagnostic entries when deriving the last-message preview." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet: 66544 and 66656 are both tied to the same issue target and both address heartbeat artifacts in gateway session presentation, while 68262 is a broader chat-history/internal-prompt cleanup in different files and target. The soft-edge verdicts are conservative enough, and the pairwise accept between 66544 and 66656 looks mergeable as one bugfix." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 98, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-66615-2", + "nodes": [ + "pull_request:66615", + "pull_request:66650" + ], + "soft_pairs": [ + "pull_request:66615|pull_request:66650" + ], + "prepared_review_unit_hash": "6af701795bdbdaf548f12218f63f937a2d5b50a23870fcbba085e014be3864fe", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4365, + "estimated_input_tokens": 1092, + "estimated_eval_tokens": 2440 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4365, + "estimated_input_tokens": 1092, + "estimated_eval_tokens": 2440 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These two PRs are related to the same chat.history limit area but they address different concrete changes: one raises the server/API hard cap to 2000, while the other clamps a sessions_history tool to the existing 1000 limit. They are not duplicates and should not be merged as one change.", + "confidence": 0.96, + "canonical_issue_reason": null, + "canonical_pr_reason": "PR 66615 is the more direct implementation of the tracked issue: it changes the gateway schema and server-side hard cap itself. PR 66650 is a separate tool-layer adjustment with tests, not the same code-path fix.", + "best_issue_reason": null, + "best_pr_reason": "PR 66615 is the best representative for the cluster because it is the primary limit-change fix in the gateway path and explicitly targets the issue. PR 66650 is complementary but distinct.", + "soft_edge_verdicts": [ + { + "left": "pull_request:66615", + "right": "pull_request:66650", + "accept": false, + "reason": "Shared issue target and broad chat-history context, but different fixes: 66615 raises the server limit to 2000, while 66650 clamps a tool to 1000. They do not look like the same underlying change and could not plausibly be merged into one PR." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 99, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-66780-2", + "nodes": [ + "pull_request:66780", + "pull_request:67951" + ], + "soft_pairs": [ + "pull_request:66780|pull_request:67951" + ], + "prepared_review_unit_hash": "731e7a8405f96d72d9b5da1bcd9c55dc618a562fcd616a3110096254b928c698", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4853, + "estimated_input_tokens": 1214, + "estimated_eval_tokens": 2684 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4853, + "estimated_input_tokens": 1214, + "estimated_eval_tokens": 2684 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Both PRs point at the same chat.history startup-unavailability theme, but #66780 is a much broader multi-area PR while #67951 is a focused fix/repro for the chat controller path. They overlap in files and title, but do not look like the same single mergeable change set.", + "confidence": 0.87, + "canonical_issue_reason": null, + "canonical_pr_reason": "#67951 is the better canonical PR because it is narrowly scoped to the concrete chat.history startup retry bug, with a direct test for the omitted-retryable case.", + "best_issue_reason": null, + "best_pr_reason": "#67951 is the best overall artifact for this cluster: it is the most specific and self-contained representation of the underlying bug fix.", + "soft_edge_verdicts": [ + { + "left": "pull_request:66780", + "right": "pull_request:67951", + "accept": false, + "reason": "Shared chat controller filenames and similar title suggest related work, but #66780 is a broad bundled PR across many unrelated files, so it does not look like the same single concrete change that could be merged as one PR." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 100, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-66783-2", + "nodes": [ + "pull_request:66783", + "pull_request:67175" + ], + "soft_pairs": [ + "pull_request:66783|pull_request:67175" + ], + "prepared_review_unit_hash": "a945a246228b1623dd01097668d70f6f2bb69a730fc9e44c94956c3247fc17ee", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4695, + "estimated_input_tokens": 1174, + "estimated_eval_tokens": 2604 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4695, + "estimated_input_tokens": 1174, + "estimated_eval_tokens": 2604 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These are two unrelated open PRs: one adds gateway Permissions-Policy configuration, the other fixes logging.file handling in the bundled gateway runtime. They touch different code paths and should not be deduplicated.", + "confidence": 0.98, + "canonical_issue_reason": null, + "canonical_pr_reason": "PR 67175 is the better representative of the cluster only because it has a narrower, concrete runtime bug fix with clear scope; PR 66783 is a separate feature change in gateway response headers.", + "best_issue_reason": null, + "best_pr_reason": "PR 67175 is the strongest standalone candidate in this set because it targets a specific runtime regression and has a focused change surface. PR 66783 is also valid, but it addresses a different configuration feature rather than the same underlying problem.", + "soft_edge_verdicts": [ + { + "left": "pull_request:66783", + "right": "pull_request:67175", + "accept": false, + "reason": "Different underlying changes: 66783 adds configurable Permissions-Policy headers in gateway HTTP responses, while 67175 fixes logging config loading for bundled gateway runtime. They affect separate subsystems and code paths." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 101, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-66868-2", + "nodes": [ + "pull_request:66868", + "pull_request:67049" + ], + "soft_pairs": [ + "pull_request:66868|pull_request:67049" + ], + "prepared_review_unit_hash": "3a321093b954a1d19879074069771de75c3b915dc4af5a1c3fdead37a44c4936", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4375, + "estimated_input_tokens": 1094, + "estimated_eval_tokens": 2444 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4375, + "estimated_input_tokens": 1094, + "estimated_eval_tokens": 2444 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Both PRs address the same stale system-events leak during session reset / /new, with nearly identical fix logic (drain queued system events after clearing session queues).", + "confidence": 0.91, + "canonical_issue_reason": null, + "canonical_pr_reason": "67049 is the cleaner canonical PR: it fixes the reset-service code path directly, explains the /new session-reset leak, and is the more self-contained implementation of the same bug fix.", + "best_issue_reason": null, + "best_pr_reason": "67049 is the best representative because it targets the explicit session-reset path and contains the clearest rationale for the cross-session leak.", + "soft_edge_verdicts": [ + { + "left": "pull_request:66868", + "right": "pull_request:67049", + "accept": true, + "reason": "Same underlying bug and same fix pattern: drain stale system events during session cleanup to prevent them leaking into the next session. The two PRs are close enough in scope that they plausibly represent one combined change." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 102, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-66912-2", + "nodes": [ + "pull_request:66912", + "pull_request:66913" + ], + "soft_pairs": [ + "pull_request:66912|pull_request:66913" + ], + "prepared_review_unit_hash": "7c71d0ebd3f307c41dd897efb8b160a874edd2f2a88c0cf37b36ad637ceec571", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4221, + "estimated_input_tokens": 1056, + "estimated_eval_tokens": 2368 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4221, + "estimated_input_tokens": 1056, + "estimated_eval_tokens": 2368 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These PRs are unrelated: one restores a Telegram self-authored reply-media guard, the other fixes truncated IDs in memory_forget candidate lists. They touch different extensions and different bug classes, so they should not be clustered together.", + "confidence": 0.99, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": null, + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "pull_request:66912", + "right": "pull_request:66913", + "accept": false, + "reason": "Different extensions and unrelated fixes: Telegram message self-ingestion guard vs. memory_lancedb ID display in forget candidates. No shared concrete code-path problem." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 103, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-66928-2", + "nodes": [ + "pull_request:66928", + "pull_request:66986" + ], + "soft_pairs": [ + "pull_request:66928|pull_request:66986" + ], + "prepared_review_unit_hash": "851e4ea0470a5c901445217460bfa4d6cb67e336a79659d102e89c5ac423fbaa", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4492, + "estimated_input_tokens": 1123, + "estimated_eval_tokens": 2502 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4492, + "estimated_input_tokens": 1123, + "estimated_eval_tokens": 2502 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Both PRs target the same skills.update response leak on the same code path in src/gateway/server-methods/skills.ts. PR 66986 is the more complete version, with broader masking behavior and an added test, so it is the best canonical PR candidate.", + "confidence": 0.95, + "canonical_issue_reason": null, + "canonical_pr_reason": "PR 66986 is the stronger canonical choice: it addresses the same secret-redaction bug but does so more completely, includes a dedicated test file, and presents the fix in a more polished form.", + "best_issue_reason": null, + "best_pr_reason": "PR 66986 is the best overall fit because it fixes the same underlying leak in skills.update, adds test coverage, and is the more comprehensive implementation of the redaction logic.", + "soft_edge_verdicts": [ + { + "left": "pull_request:66928", + "right": "pull_request:66986", + "accept": true, + "reason": "Both PRs fix the same concrete bug: leaking secrets in the skills.update response from the same file and code path. The second PR is essentially a more complete version of the first, so they are safe to treat as duplicates." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 104, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-67018-2", + "nodes": [ + "pull_request:67018", + "pull_request:67101" + ], + "soft_pairs": [ + "pull_request:67018|pull_request:67101" + ], + "prepared_review_unit_hash": "6fe1ee7049254fa1d951ae3deceab6a601b64bd31fd7980e3d47193b396d5933", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4257, + "estimated_input_tokens": 1065, + "estimated_eval_tokens": 2386 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4257, + "estimated_input_tokens": 1065, + "estimated_eval_tokens": 2386 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Two unrelated iOS refactor PRs: one extracts ElevenLabs TTS format strings in TalkModeManager, the other extracts a Motion error domain constant in MotionService. They share only a generic refactor pattern, not the same bug or change.", + "confidence": 0.91, + "canonical_issue_reason": null, + "canonical_pr_reason": "PR 67101 is the better representative because it is a narrowly scoped, self-contained refactor in MotionService and includes corresponding test updates.", + "best_issue_reason": null, + "best_pr_reason": "PR 67101 is the strongest standalone PR in this cluster: it is focused, low-risk, and has test coverage backing the constant extraction.", + "soft_edge_verdicts": [ + { + "left": "pull_request:67018", + "right": "pull_request:67101", + "accept": false, + "reason": "Different code paths and problems: TTS output format constants vs Motion error domain constant. Same refactor style, but not the same underlying change and not mergeable as one PR." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 105, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-67254-2", + "nodes": [ + "pull_request:67254", + "pull_request:67344" + ], + "soft_pairs": [ + "pull_request:67254|pull_request:67344" + ], + "prepared_review_unit_hash": "021b6ef72e6373e2f05cde885b0339abed641067e49865dcffc24ef4de59c680", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4681, + "estimated_input_tokens": 1171, + "estimated_eval_tokens": 2598 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4681, + "estimated_input_tokens": 1171, + "estimated_eval_tokens": 2598 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Both PRs address the same Google `allowPrivateNetwork` SSRF-policy bug in the shared HTTP config path; 67254 is the broader, more complete fix, while 67344 looks like a narrower follow-up/overlap on the same change.", + "confidence": 0.9, + "canonical_issue_reason": null, + "canonical_pr_reason": "Choose PR 67254: it covers the broader Google generative AI HTTP config path and multiple providers, with more review activity and a more complete-looking fix than the narrower image-generation-focused PR 67344.", + "best_issue_reason": null, + "best_pr_reason": "PR 67254 is the best representative because it appears to implement the full underlying fix across the shared helper and related providers, not just one endpoint.", + "soft_edge_verdicts": [ + { + "left": "pull_request:67254", + "right": "pull_request:67344", + "accept": true, + "reason": "Same underlying bug/change: both modify the shared Google request-config code to honor explicit `allowPrivateNetwork` instead of suppressing it. The second PR is a narrower slice of the first and plausibly mergeable into one change." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet: both PRs target the same issue, share the Google `api.ts` / `image-generation-provider.ts` path, and 67254 clearly covers the broader fix while 67344 is a narrower slice. The soft-edge accept is conservative and the pair looks mergeable as one bugfix PR." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 106, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-67331-3", + "nodes": [ + "pull_request:67331", + "pull_request:67332", + "pull_request:67333" + ], + "soft_pairs": [ + "pull_request:67331|pull_request:67333", + "pull_request:67331|pull_request:67332", + "pull_request:67332|pull_request:67333" + ], + "prepared_review_unit_hash": "8358f4182afde515aa86b6e22d843ab7ba5e35aa6684a3897dad11c3fde14b9c", + "component_budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 3, + "serialized_chars": 10219, + "estimated_input_tokens": 2555, + "estimated_eval_tokens": 5366 + }, + "budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 3, + "serialized_chars": 10219, + "estimated_input_tokens": 2555, + "estimated_eval_tokens": 5366 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These are three related-but-distinct PRs around agents/sandbox infrastructure, but they do not look like duplicates of the same underlying change.", + "confidence": 0.91, + "canonical_issue_reason": null, + "canonical_pr_reason": "PR 67331 is the most focused representative: it centers on fs permission_denied normalization and file-mutation hardening, with a tight, coherent scope.", + "best_issue_reason": null, + "best_pr_reason": "PR 67331 is the best single PR to represent the cluster because it is the clearest, most self-contained sandbox/filesystem fix; 67332 is auth-focused and 67333 is a probe/parity harness change.", + "soft_edge_verdicts": [ + { + "left": "pull_request:67331", + "right": "pull_request:67333", + "accept": false, + "reason": "Shared sandbox/fs filenames are incidental; 67331 hardens file mutation errors, while 67333 adds a sandbox readiness probe and parity harness. Different concrete code paths and goals." + }, + { + "left": "pull_request:67331", + "right": "pull_request:67332", + "accept": false, + "reason": "67331 is about filesystem permission-denied behavior and patch safety; 67332 is about owner-only authorization for task/team tools. Not the same bug/change." + }, + { + "left": "pull_request:67332", + "right": "pull_request:67333", + "accept": false, + "reason": "67332 adds authorization checks for task/team tooling, whereas 67333 adds sandbox readiness/parity harness logic. Overlap in infrastructure files is not enough to treat them as duplicates." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 107, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-67431-2", + "nodes": [ + "pull_request:67431", + "pull_request:67432" + ], + "soft_pairs": [ + "pull_request:67431|pull_request:67432" + ], + "prepared_review_unit_hash": "ad4538552f83ad9b0142d8a826b3f5a9c6c7d7135cae1c858c9e89b0b1c3e663", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4656, + "estimated_input_tokens": 1164, + "estimated_eval_tokens": 2584 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4656, + "estimated_input_tokens": 1164, + "estimated_eval_tokens": 2584 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Both PRs are accessibility tweaks for icon-only UI buttons, but they target different controls and different scopes: PR 67431 adds labels to several chat controls, while PR 67432 appears to focus on the pinned-message Unpin button. The overlap is in the accessibility pattern, not the same concrete fix.", + "confidence": 0.89, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": null, + "best_pr_reason": "67431 is the broader representative of the accessibility-label fix pattern because it covers multiple icon-only buttons and is more general than the narrower Unpin-button change in 67432.", + "soft_edge_verdicts": [ + { + "left": "pull_request:67431", + "right": "pull_request:67432", + "accept": false, + "reason": "Same general accessibility theme, but the titles and diff scope suggest different buttons and not one concrete code-path bug; too broad to treat as duplicates." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 108, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-67514-4", + "nodes": [ + "pull_request:67514", + "pull_request:67534", + "pull_request:67541", + "pull_request:67542" + ], + "soft_pairs": [ + "pull_request:67514|pull_request:67541", + "pull_request:67514|pull_request:67534", + "pull_request:67541|pull_request:67542" + ], + "prepared_review_unit_hash": "4017519852416e9a4c23f83c9957be8a923a69c721009fbb7bdaef7dce56f9d0", + "component_budget": { + "node_count": 4, + "item_count": 4, + "soft_pair_count": 3, + "serialized_chars": 9813, + "estimated_input_tokens": 2454, + "estimated_eval_tokens": 5164 + }, + "budget": { + "node_count": 4, + "item_count": 4, + "soft_pair_count": 3, + "serialized_chars": 9813, + "estimated_input_tokens": 2454, + "estimated_eval_tokens": 5164 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "All four PRs are thematically related to planning, but they target different concrete changes: plan hydration/merge behavior, plan checklist rendering, skill-driven plan templating, and a cross-session plan store. None of the soft pairs look like the same underlying fix, so no PR-PR duplicate merges should be accepted.", + "confidence": 0.93, + "canonical_issue_reason": null, + "canonical_pr_reason": "PR #67514 is the broadest umbrella change in the cluster and the closest thing to a central representative, but it still does not duplicate the others.", + "best_issue_reason": null, + "best_pr_reason": "PR #67514 has the widest scope and strongest parity/theme overlap with the other planning-related work, so it is the best single representative if one PR must be chosen.", + "soft_edge_verdicts": [ + { + "left": "pull_request:67514", + "right": "pull_request:67541", + "accept": false, + "reason": "Both touch planning infrastructure, but #67514 is about update-plan/task-system parity and plan hydration, while #67541 adds skill-template support for skill-driven planning. Different code paths and different user-facing changes." + }, + { + "left": "pull_request:67514", + "right": "pull_request:67534", + "accept": false, + "reason": "#67514 covers plan-state parity and hydration, whereas #67534 is a standalone plan checklist renderer with format-specific output. Shared domain only, not the same fix." + }, + { + "left": "pull_request:67541", + "right": "pull_request:67542", + "accept": false, + "reason": "#67541 implements skill planning template support; #67542 adds a cross-session plan store with file locking. These are separate subsystems and not one mergeable change." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 109, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-67591-4", + "nodes": [ + "pull_request:67591", + "pull_request:68202", + "pull_request:68764", + "pull_request:68798" + ], + "soft_pairs": [ + "pull_request:67591|pull_request:68202", + "pull_request:67591|pull_request:68798", + "pull_request:68764|pull_request:68798" + ], + "prepared_review_unit_hash": "a69afe4eaef1381c2bc9705cdd1becedfe29b4de542bc27626df8ce011d83f69", + "component_budget": { + "node_count": 4, + "item_count": 4, + "soft_pair_count": 3, + "serialized_chars": 9231, + "estimated_input_tokens": 2308, + "estimated_eval_tokens": 4872 + }, + "budget": { + "node_count": 4, + "item_count": 4, + "soft_pair_count": 3, + "serialized_chars": 9231, + "estimated_input_tokens": 2308, + "estimated_eval_tokens": 4872 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These PRs cluster around stale auto-fallback model override persistence, but they split into two different fixes: one for /new and /reset session handling, one for session reload/rollback behavior. The closest true duplicate pair is the two issue-68706 PRs; the auth-profile PR is a nearby but separate change.", + "confidence": 0.85, + "canonical_issue_reason": null, + "canonical_pr_reason": "PR #68798 is the strongest representative: it directly targets the auto-fallback persistence bug, has the broadest fix path across session state and rollback, and includes focused tests for the regression.", + "best_issue_reason": null, + "best_pr_reason": "PR #68798 is the best overall fit because it addresses the core stale auto-fallback model persistence problem with code and tests, and it is the most complete implementation among the clustered PRs.", + "soft_edge_verdicts": [ + { + "left": "pull_request:67591", + "right": "pull_request:68202", + "accept": false, + "reason": "Different underlying behavior: #67591 is about clearing auto-fallback model overrides on /new and /reset, while #68202 is about preserving only user-selected auth profile overrides. They touch a similar session path but fix different fields and different semantics." + }, + { + "left": "pull_request:67591", + "right": "pull_request:68798", + "accept": false, + "reason": "Related theme, but not the same concrete bug. #67591 handles /new and /reset session clearing, while #68798 fixes stale auto-fallback model persistence during session state/turn rollback and session reload. The code paths and symptoms differ enough that they should not be merged as duplicates." + }, + { + "left": "pull_request:68764", + "right": "pull_request:68798", + "accept": true, + "reason": "Both target the same stale auto-fallback model override bug (issue #68706) and both change the stored model override/session reload path to stop auto-source overrides from persisting. They are close enough to be the same underlying fix." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 110, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-67644-2", + "nodes": [ + "pull_request:67644", + "pull_request:67924" + ], + "soft_pairs": [ + "pull_request:67644|pull_request:67924" + ], + "prepared_review_unit_hash": "10bf792ff5be76b819b56686b4436ae6af44200b4c1353bfe392e38b88b340dd", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4625, + "estimated_input_tokens": 1157, + "estimated_eval_tokens": 2570 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4625, + "estimated_input_tokens": 1157, + "estimated_eval_tokens": 2570 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Both pull requests target the same issue and appear to address the same preflight false-positive bug around dollar tokens inside string literals/comments in script preflight, with nearly identical touched files and overlapping test coverage.", + "confidence": 0.83, + "canonical_issue_reason": null, + "canonical_pr_reason": "PR 67924 is the better canonical PR because it frames the fix more broadly and cleanly around tolerating dollar tokens inside string literals during preflight, while touching the same code path and files as the other PR.", + "best_issue_reason": null, + "best_pr_reason": "PR 67924 is the strongest representative of the cluster: it targets the shared issue, matches the same preflight path, and has the clearest general fix description for the underlying bug.", + "soft_edge_verdicts": [ + { + "left": "pull_request:67644", + "right": "pull_request:67924", + "accept": true, + "reason": "Same explicit issue target, same filenames, and the titles/diffs indicate the same underlying preflight false-positive bug for $ tokens inside literals; they look mergeable into one fix." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 111, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-67760-3", + "nodes": [ + "pull_request:67760", + "pull_request:68164", + "pull_request:68168" + ], + "soft_pairs": [ + "pull_request:67760|pull_request:68168", + "pull_request:68164|pull_request:68168" + ], + "prepared_review_unit_hash": "c520b52e507d502c74d730a1b4ae5a0133a3ee6b4e30261406d947eecab6fb4d", + "component_budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 6613, + "estimated_input_tokens": 1654, + "estimated_eval_tokens": 3564 + }, + "budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 6613, + "estimated_input_tokens": 1654, + "estimated_eval_tokens": 3564 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These are three unrelated test-only PRs in different areas (cron parsing, cron active-job tracking, and Slack target parsing). They do not appear to be duplicate fixes or mergeable into one change.", + "confidence": 0.96, + "canonical_issue_reason": null, + "canonical_pr_reason": "No clear canonical PR: each PR targets a different subsystem and a different code path, so none is a duplicate of the others.", + "best_issue_reason": null, + "best_pr_reason": "If one PR must represent the cluster, PR 67760 is the broadest and most central test addition, but it is not meaningfully related to the others.", + "soft_edge_verdicts": [ + { + "left": "pull_request:67760", + "right": "pull_request:68168", + "accept": false, + "reason": "Different cron concerns: timestamp parsing/validation vs active-job singleton state. They exercise separate code paths and would not plausibly be merged as one duplicate PR." + }, + { + "left": "pull_request:68164", + "right": "pull_request:68168", + "accept": false, + "reason": "Slack target parsing tests vs cron active-job tracking tests are unrelated subsystems and changes. They are not the same underlying bug/change." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 112, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-67962-2", + "nodes": [ + "pull_request:67962", + "pull_request:68048" + ], + "soft_pairs": [ + "pull_request:67962|pull_request:68048" + ], + "prepared_review_unit_hash": "c75357d2f8772485e83110ad0e2aa34fa155c96a597877506ca562e32c69e5aa", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 5642, + "estimated_input_tokens": 1411, + "estimated_eval_tokens": 3078 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 5642, + "estimated_input_tokens": 1411, + "estimated_eval_tokens": 3078 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Two open PRs touch the same tool-result persistence area, but they do not look like the same change: one adds the policy feature, the other hardens edge cases in that policy implementation.", + "confidence": 0.86, + "canonical_issue_reason": null, + "canonical_pr_reason": "PR 67962 is the broader, earlier feature introducing the tool-result details persistence policy (full/truncated/none) and appears to define the main change set.", + "best_issue_reason": null, + "best_pr_reason": "PR 67962 is the best representative because it covers the primary feature scope; PR 68048 reads as a narrower follow-up fix rather than the same PR-worthy change.", + "soft_edge_verdicts": [ + { + "left": "pull_request:67962", + "right": "pull_request:68048", + "accept": false, + "reason": "Related subsystem and shared files, but different concrete changes: 67962 introduces the persistence policy, while 68048 hardens undefined-stringification and double-cap behavior. They could be sequential follow-ups, not duplicates." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 113, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-68161-2", + "nodes": [ + "pull_request:68161", + "pull_request:68227" + ], + "soft_pairs": [ + "pull_request:68161|pull_request:68227" + ], + "prepared_review_unit_hash": "32b2ce9b2a8e405f428587042a273bece3674b114c8c75bc096d311c9ed8930c", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 5352, + "estimated_input_tokens": 1338, + "estimated_eval_tokens": 2932 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 5352, + "estimated_input_tokens": 1338, + "estimated_eval_tokens": 2932 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Both PRs appear to fix the same protocol bug: `hello-ok.auth` was incorrectly modeled as optional and should be required. PR 68227 is the better canonical PR because it is the more complete implementation and includes protocol docs/tests in addition to the schema/model changes.", + "confidence": 0.94, + "canonical_issue_reason": null, + "canonical_pr_reason": "PR 68227 most clearly and completely addresses the change by requiring `hello-ok auth` across schema, models, tests, and docs; 68161 looks like an earlier narrower variant of the same fix.", + "best_issue_reason": null, + "best_pr_reason": "PR 68227 is the strongest representative of the cluster because it captures the full concrete change to the `hello-ok` auth field being required, with supporting tests/docs and matching code-path updates.", + "soft_edge_verdicts": [ + { + "left": "pull_request:68161", + "right": "pull_request:68227", + "accept": true, + "reason": "Same underlying bug/change: both remove optionality from `hello-ok.auth` in the same protocol/model code path, and the diffs are compatible as one merged PR." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet: both PRs target the same issue and both change the same `hello-ok.auth` optionality bug. Calling PR 68227 the more complete canonical PR is reasonable because it adds docs/tests on top of the same core fix. The soft-edge accept is conservative and the pair looks mergeable as one bugfix PR." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 114, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-68193-4", + "nodes": [ + "pull_request:68193", + "pull_request:68349", + "pull_request:68740", + "pull_request:68762" + ], + "soft_pairs": [ + "pull_request:68193|pull_request:68762", + "pull_request:68193|pull_request:68740", + "pull_request:68349|pull_request:68740", + "pull_request:68740|pull_request:68762" + ], + "prepared_review_unit_hash": "2dc3260be5e38a361c5d5869caec465a0c05068420696e9feb5ec95d6308c53c", + "component_budget": { + "node_count": 4, + "item_count": 4, + "soft_pair_count": 4, + "serialized_chars": 10307, + "estimated_input_tokens": 2577, + "estimated_eval_tokens": 5410 + }, + "budget": { + "node_count": 4, + "item_count": 4, + "soft_pair_count": 4, + "serialized_chars": 10307, + "estimated_input_tokens": 2577, + "estimated_eval_tokens": 5410 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These PRs split into two different Ollama efforts and one unrelated Ollama discovery fix. The Gemma 4 reasoning-detection PRs are closely related, with 68762 the most focused representative; the num_ctx/tool-support PR is separate.", + "confidence": 0.84, + "canonical_issue_reason": null, + "canonical_pr_reason": "68762 is the cleanest canonical PR for the Gemma 4 reasoning-model fix: it updates the same reasoning heuristic path in Ollama/HF and the self-hosted setup without the extra discovery/tooling changes or changelog/docs noise.", + "best_issue_reason": null, + "best_pr_reason": "68762 is the best global representative because it is narrowly about the concrete Gemma 4 reasoning-detection bug and touches the core heuristic code paths directly.", + "soft_edge_verdicts": [ + { + "left": "pull_request:68193", + "right": "pull_request:68762", + "accept": false, + "reason": "Same theme, but 68193 is broader and mixes Gemma 4 detection with capability checks and additional provider/setup changes; not the same single code-path change as 68762." + }, + { + "left": "pull_request:68193", + "right": "pull_request:68740", + "accept": false, + "reason": "Both concern Gemma 4 reasoning behavior, but 68193 and 68740 implement different parts of discovery/heuristic handling and are not clearly one mergeable fix." + }, + { + "left": "pull_request:68349", + "right": "pull_request:68740", + "accept": false, + "reason": "68349 is about honoring Modelfile num_ctx and auto-detecting tool support, which is a different Ollama discovery bug than reasoning-model detection." + }, + { + "left": "pull_request:68740", + "right": "pull_request:68762", + "accept": true, + "reason": "Both are the same underlying Gemma 4 reasoning-detection fix in Ollama, touching the same heuristic path and plausibly mergeable into one PR." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 115, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-68240-2", + "nodes": [ + "pull_request:68240", + "pull_request:68301" + ], + "soft_pairs": [ + "pull_request:68240|pull_request:68301" + ], + "prepared_review_unit_hash": "122ceb3de8288d758ddbf811837ac1d2e279c84916258fd90487d322f3e0b1f7", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4613, + "estimated_input_tokens": 1154, + "estimated_eval_tokens": 2564 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4613, + "estimated_input_tokens": 1154, + "estimated_eval_tokens": 2564 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These PRs are not duplicates: both add a `--daemon-env` option, but one wires it into `openclaw onboard --install-daemon` and the other into `openclaw node install`. They touch a shared helper, but the entry points and user-facing flows are different enough that they could be merged independently.", + "confidence": 0.93, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": null, + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "pull_request:68240", + "right": "pull_request:68301", + "accept": false, + "reason": "Different code paths and commands: #68240 adds daemon env support for onboarding, while #68301 adds it for node install. Shared helper usage alone is not enough to merge them as the same PR." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 116, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-68311-2", + "nodes": [ + "pull_request:68311", + "pull_request:68317" + ], + "soft_pairs": [ + "pull_request:68311|pull_request:68317" + ], + "prepared_review_unit_hash": "25c7ac138b0fe0677ddcedec3100ed64f50f1521b2333b709effd8f0cf34b5b3", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 3839, + "estimated_input_tokens": 960, + "estimated_eval_tokens": 2176 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 3839, + "estimated_input_tokens": 960, + "estimated_eval_tokens": 2176 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Both PRs fix the same underlying wording bug for reasoning-stream acknowledgements in `directive-handling.impl.ts`; PR 68317 is the broader superset with matching docs updates, so it is the better canonical choice.", + "confidence": 0.95, + "canonical_issue_reason": null, + "canonical_pr_reason": "PR 68317 directly fixes the incorrect \"Telegram only\" label in the runtime ack and also updates the docs to describe the broader Telegram/Feishu support, making it the more complete representative of the change.", + "best_issue_reason": null, + "best_pr_reason": "PR 68317 is the best representative because it covers the same code-path fix as 68311 and additionally aligns the documentation with the new behavior.", + "soft_edge_verdicts": [ + { + "left": "pull_request:68311", + "right": "pull_request:68317", + "accept": true, + "reason": "Same concrete bug and same touched code path; 68317 is effectively a superset of 68311's message fix, with added documentation updates, so they could plausibly be merged into one PR." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet: both PRs change the same wording in `src/auto-reply/reply/directive-handling.impl.ts`, and 68317 also adds a matching docs update. The soft-edge verdict is conservative enough, since these changes look mergeable into a single PR for the same bugfix." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 117, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-68316-2", + "nodes": [ + "pull_request:68316", + "pull_request:68338" + ], + "soft_pairs": [ + "pull_request:68316|pull_request:68338" + ], + "prepared_review_unit_hash": "aaa91ff59dc185385e904a799baed46d0c75bd465aa8fd463a9d52d6eb0e4c98", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4306, + "estimated_input_tokens": 1077, + "estimated_eval_tokens": 2410 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4306, + "estimated_input_tokens": 1077, + "estimated_eval_tokens": 2410 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These two pull requests are unrelated: one fixes post-streaming reply payload dropping in auto-reply, while the other expands parsing of multiline MEDIA directives. They touch different subsystems and different code paths, so they should not be deduplicated.", + "confidence": 0.98, + "canonical_issue_reason": null, + "canonical_pr_reason": "No canonical PR within the pair: PR #68316 is about preserving unsent media payloads after block streaming, while PR #68338 changes MEDIA directive parsing. They do not fix the same bug.", + "best_issue_reason": null, + "best_pr_reason": "PR #68316 is the better representative of the cluster only because it is the more clearly self-contained bug fix; however, it is not a duplicate of PR #68338.", + "soft_edge_verdicts": [ + { + "left": "pull_request:68316", + "right": "pull_request:68338", + "accept": false, + "reason": "Different underlying problems and code paths: auto-reply payload suppression vs. parsing multiline MEDIA directives. They are not plausibly mergeable as one PR." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 118, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-68381-2", + "nodes": [ + "pull_request:68381", + "pull_request:68785" + ], + "soft_pairs": [ + "pull_request:68381|pull_request:68785" + ], + "prepared_review_unit_hash": "d1280a9f804690b475704ec879ae75f2d3f84b6ca7f597b496f0b9d8671d16df", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4393, + "estimated_input_tokens": 1099, + "estimated_eval_tokens": 2454 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4393, + "estimated_input_tokens": 1099, + "estimated_eval_tokens": 2454 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These are related command-queue changes, but they address different problems: one adds a per-task maxExecutionMs timeout, the other adds a circuit breaker for lane saturation. Shared files alone are not enough to treat them as duplicates.", + "confidence": 0.96, + "canonical_issue_reason": null, + "canonical_pr_reason": "No canonical PR: the PRs implement different command-lane protections with different error types and behaviors, so they should not be collapsed into one duplicate set.", + "best_issue_reason": null, + "best_pr_reason": "Neither PR is a true duplicate representative. If forced to pick, 68785 is the broader command-lane protection change, but it is still a separate change from 68381.", + "soft_edge_verdicts": [ + { + "left": "pull_request:68381", + "right": "pull_request:68785", + "accept": false, + "reason": "Different underlying changes: 68381 introduces a per-task maxExecutionMs timeout, while 68785 adds a circuit breaker for saturation. They touch the same subsystem but not the same code-path problem." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 119, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-68440-2", + "nodes": [ + "pull_request:68440", + "pull_request:68441" + ], + "soft_pairs": [ + "pull_request:68440|pull_request:68441" + ], + "prepared_review_unit_hash": "d6a00fba87db9e4e4aa8f55710b94ecd429f113040f75315a022078122a7979a", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 5430, + "estimated_input_tokens": 1358, + "estimated_eval_tokens": 2972 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 5430, + "estimated_input_tokens": 1358, + "estimated_eval_tokens": 2972 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These are related plan-mode umbrella PRs, but they implement different features: PR-10 adds the plan archetype/ask_user_question/auto-mode behavior, while PR-11 adds universal /plan slash commands across channels. They share rollout docs and some tests, but not the same concrete code change.", + "confidence": 0.92, + "canonical_issue_reason": null, + "canonical_pr_reason": "PR-11 is the broader umbrella change with more references and the wider channel surface area, so it is the better cluster representative among the two PRs.", + "best_issue_reason": null, + "best_pr_reason": "PR-11 best represents the cluster because it spans the universal command surface and overlaps the shared rollout/prompt infrastructure, while PR-10 is a narrower behavior slice.", + "soft_edge_verdicts": [ + { + "left": "pull_request:68440", + "right": "pull_request:68441", + "accept": false, + "reason": "Reject: same plan-mode program and shared files, but the titles, targeted behavior, and code areas differ materially. PR-10 is about plan archetype and auto/ask-user flow; PR-11 is about /plan command availability across channels. They are related, not the same underlying change." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 120, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-68503-2", + "nodes": [ + "pull_request:68503", + "pull_request:68506" + ], + "soft_pairs": [ + "pull_request:68503|pull_request:68506" + ], + "prepared_review_unit_hash": "46db00e73ae9de2e76c25af40f8876c2179f99fabb12f390f43c6e66c2a5f3be", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4418, + "estimated_input_tokens": 1105, + "estimated_eval_tokens": 2466 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4418, + "estimated_input_tokens": 1105, + "estimated_eval_tokens": 2466 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Both PRs touch status --all diagnostics, but they fix different problems: #68503 reduces noisy log output, while #68506 improves recovery guidance for invalid config and bind-failure states. They are related in subsystem, not the same underlying change.", + "confidence": 0.93, + "canonical_issue_reason": null, + "canonical_pr_reason": "PR #68506 is the better canonical representative because it addresses a concrete user-facing degraded-state diagnosis and recovery flow; #68503 is a narrower log-noise cleanup.", + "best_issue_reason": null, + "best_pr_reason": "PR #68506 is the strongest overall candidate in the cluster: it fixes specific failure modes with actionable guidance, whereas #68503 is a more limited noise-filtering change.", + "soft_edge_verdicts": [ + { + "left": "pull_request:68503", + "right": "pull_request:68506", + "accept": false, + "reason": "Different underlying bugs/changes: #68503 filters routine chatter from status --all logs, while #68506 adds recovery guidance and classifies degraded states. They are related but not mergeable as one PR." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 121, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-68564-2", + "nodes": [ + "pull_request:68564", + "pull_request:68601" + ], + "soft_pairs": [ + "pull_request:68564|pull_request:68601" + ], + "prepared_review_unit_hash": "0b65aee8742c45b8379897a0a99eb695166d050f778a81b773f675825af3fa93", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4601, + "estimated_input_tokens": 1151, + "estimated_eval_tokens": 2558 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4601, + "estimated_input_tokens": 1151, + "estimated_eval_tokens": 2558 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Both PRs are documentation-only and promote assistant-first language, but they update different areas of the docs and are not the same concrete change.", + "confidence": 0.88, + "canonical_issue_reason": null, + "canonical_pr_reason": "PR #68564 is the better canonical doc PR because it changes the core README and multiple onboarding/start pages, making it the broader source of the new positioning.", + "best_issue_reason": null, + "best_pr_reason": "PR #68564 is the best representative of the cluster because it contains the main product-messaging shift across the most central user-facing docs.", + "soft_edge_verdicts": [ + { + "left": "pull_request:68564", + "right": "pull_request:68601", + "accept": false, + "reason": "They share the assistant-first theme, but #68564 rewrites the README and onboarding/start copy while #68601 updates features/help hub wording; these are separate documentation changes, not one same underlying fix." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 122, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-68742-2", + "nodes": [ + "pull_request:68742", + "pull_request:68749" + ], + "soft_pairs": [ + "pull_request:68742|pull_request:68749" + ], + "prepared_review_unit_hash": "010da03a52f073cf17c93760cfc08d28337cad36876641e9c2e07ee8d8da587f", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4263, + "estimated_input_tokens": 1066, + "estimated_eval_tokens": 2388 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4263, + "estimated_input_tokens": 1066, + "estimated_eval_tokens": 2388 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Two related PRs address streaming usage support in openai-completions compatibility, but they appear to fix different concrete cases: one for non-native/custom provider compat defaults, the other specifically for local endpoints.", + "confidence": 0.81, + "canonical_issue_reason": "Both PRs explicitly target issue #68707, which is the shared bug anchor for this streaming-usage compatibility work.", + "canonical_pr_reason": "PR #68742 is the broader representative: it restores usage-streaming tracking for non-native/custom openai-completions providers and updates the related compat logic/tests.", + "best_issue_reason": "If the shared issue were represented here, #68707 would be the right issue anchor because both PRs cite it.", + "best_pr_reason": "PR #68742 is the better overall representative of the cluster; #68749 is a narrower endpoint-class tweak rather than the full non-native-provider fix.", + "soft_edge_verdicts": [ + { + "left": "pull_request:68742", + "right": "pull_request:68749", + "accept": false, + "reason": "Same subsystem and same tracking issue, but different concrete behaviors: #68742 changes provider/model compat defaults for non-native providers, while #68749 only enables include_usage for local endpoints. Related, but not the same duplicate fix." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 123, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-68754-3", + "nodes": [ + "pull_request:68754", + "pull_request:68824", + "pull_request:68854" + ], + "soft_pairs": [ + "pull_request:68754|pull_request:68824", + "pull_request:68754|pull_request:68854", + "pull_request:68824|pull_request:68854" + ], + "prepared_review_unit_hash": "bca256e02626b022ecc5a259e8ba3e354ee4c587bc375e213955ba43eda4bb93", + "component_budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 3, + "serialized_chars": 7359, + "estimated_input_tokens": 1840, + "estimated_eval_tokens": 3936 + }, + "budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 3, + "serialized_chars": 7359, + "estimated_input_tokens": 1840, + "estimated_eval_tokens": 3936 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Two PRs are effectively the same fix for heredoc approval handling in allowlist mode; the third is a narrower security refinement that allows quoted heredocs and is not the same change.", + "confidence": 0.89, + "canonical_issue_reason": null, + "canonical_pr_reason": "pull_request:68824 is the cleanest representative of the duplicate pair: it removes the heredoc approval gate and warning in allowlist mode with the same target/file and the same underlying behavior change as 68754.", + "best_issue_reason": null, + "best_pr_reason": "pull_request:68824 best represents the cluster because it directly addresses the shared allowlist-mode heredoc approval bug, while 68854 changes behavior more selectively (quoted heredocs only) and is therefore not the same fix.", + "soft_edge_verdicts": [ + { + "left": "pull_request:68754", + "right": "pull_request:68824", + "accept": true, + "reason": "Same file, same target issue, and the diffs both remove the heredoc approval gate/warning in allowlist mode; this is the same underlying fix." + }, + { + "left": "pull_request:68754", + "right": "pull_request:68854", + "accept": false, + "reason": "68854 is a narrower security refinement that distinguishes quoted vs. unquoted heredocs and keeps approval for the latter; it is not the same change as removing the gate entirely." + }, + { + "left": "pull_request:68824", + "right": "pull_request:68854", + "accept": false, + "reason": "Although both touch heredoc handling in the same file and issue, 68854 adds a different policy split rather than duplicating the blanket gate removal." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 124, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-68839-2", + "nodes": [ + "pull_request:68839", + "pull_request:68848" + ], + "soft_pairs": [ + "pull_request:68839|pull_request:68848" + ], + "prepared_review_unit_hash": "07d70ec53b09b83cd4fa91cf9a57e3e74ec8814faa51203ae7f84a213b523b75", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4412, + "estimated_input_tokens": 1103, + "estimated_eval_tokens": 2462 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4412, + "estimated_input_tokens": 1103, + "estimated_eval_tokens": 2462 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "The two PRs are not duplicates: 68839 fixes a late-finally race that can delete the wrong follow-up queue entry, while 68848 fixes an APNs no-registration early-return leak in node wake state. Keep them separate.", + "confidence": 0.98, + "canonical_issue_reason": null, + "canonical_pr_reason": "If a representative PR is needed, 68839 is the clearer cluster anchor because it has a precise race-condition regression and targeted test; 68848 is a different gateway cleanup bug.", + "best_issue_reason": null, + "best_pr_reason": "68839 is the stronger representative on specificity and evidence, but it should not be used to dedupe 68848; the fixes are unrelated.", + "soft_edge_verdicts": [ + { + "left": "pull_request:68839", + "right": "pull_request:68848", + "accept": false, + "reason": "Different subsystems and failure modes: auto-reply follow-up queue drain race vs gateway APNs no-registration cleanup leak. They do not fix the same concrete code path." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + } + ] +} diff --git a/analysis/current/manifest.json b/analysis/current/manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..adfc611f1f39b978fde1ceba4d5feb2b51e4d001 --- /dev/null +++ b/analysis/current/manifest.json @@ -0,0 +1,18 @@ +{ + "analysis_id": "hybrid-gpt54mini-20260419t072034z", + "archived_artifacts": { + "hybrid": "snapshots/20260419T072034Z/analysis-runs/hybrid-gpt54mini-20260419t072034z/analysis-report-hybrid.json", + "hybrid_reviews": "snapshots/20260419T072034Z/analysis-runs/hybrid-gpt54mini-20260419t072034z/analysis-report-hybrid.llm-reviews.json" + }, + "artifacts": { + "hybrid": "analysis/current/analysis-report-hybrid.json", + "hybrid_reviews": "analysis/current/analysis-report-hybrid.llm-reviews.json" + }, + 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"patch_similarity": 0.237, + "shared_filenames": [ + "extensions/telegram/src/send.ts", + "src/agents/subagent-announce.ts" + ], + "shared_file_areas": [ + { + "filename": "extensions/telegram/src/send.ts", + "left_ranges": [ + [ + 506, + 525 + ] + ], + "right_ranges": [ + [ + 506, + 526 + ] + ] + }, + { + "filename": "src/agents/subagent-announce.ts", + "left_ranges": [ + [ + 1268, + 1274 + ], + [ + 1485, + 1501 + ], + [ + 1506, + 1512 + ] + ], + "right_ranges": [ + [ + 133, + 139 + ] + ] + } + ] + } + ] + }, + { + "cluster_id": "cluster-37377-2", + "summary": "Cluster of 2 related pull requests linked by soft_similarity.", + "status": "open", + "confidence": 0.5, + "canonical_issue_number": null, + "canonical_pr_number": 37377, + "issue_numbers": [], + "pr_numbers": [ + 37377, + 68495 + ], + "evidence_types": [ + "soft_similarity" + ], + "pr_comparisons": [ + { + "left_pr_number": 37377, + "right_pr_number": 68495, + "code_similarity": 0.322, + "size_similarity": 0.749, + "file_overlap": 0.375, + "area_overlap": 0.092, + "patch_similarity": 0.182, + "shared_filenames": [ + "src/agents/skills/types.ts", + "src/agents/skills/workspace.ts", + "src/auto-reply/reply/get-reply-inline-actions.ts" + ], + "shared_file_areas": [ + { + "filename": "src/agents/skills/types.ts", + "left_ranges": [ + [ + 46, + 58 + ] + ], + "right_ranges": [ + [ + 37, + 60 + ] + ] + }, + { + "filename": "src/agents/skills/workspace.ts", + "left_ranges": [ + [ + 746, + 763 + ] + ], + "right_ranges": [ + [ + 392, + 413 + ] + ] + }, + { + "filename": "src/auto-reply/reply/get-reply-inline-actions.ts", + "left_ranges": [ + [ + 1, + 4 + ], + [ + 193, + 239 + ] + ], + "right_ranges": [ + [ + 164, + 189 + ] + ] + } + ] + } + ] + }, + { + "cluster_id": "cluster-18915-2", + "summary": "Cluster of 2 related pull requests linked by soft_similarity.", + "status": "open", + "confidence": 0.5, + "canonical_issue_number": null, + "canonical_pr_number": 68266, + "issue_numbers": [], + "pr_numbers": 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] + ], + "right_ranges": [ + [ + 1, + 6 + ] + ] + }, + { + "filename": "src/media/video-dimensions.ts", + "left_ranges": [ + [ + 1, + 54 + ] + ], + "right_ranges": [ + [ + 1, + 54 + ] + ] + } + ] + } + ] + }, + { + "cluster_id": "cluster-66426-2", + "summary": "Cluster of 2 related pull requests linked by soft_similarity.", + "status": "open", + "confidence": 0.5, + "canonical_issue_number": null, + "canonical_pr_number": 66426, + "issue_numbers": [], + "pr_numbers": [ + 66426, + 67969 + ], + "evidence_types": [ + "soft_similarity" + ], + "pr_comparisons": [ + { + "left_pr_number": 66426, + "right_pr_number": 67969, + "code_similarity": 0.848, + "size_similarity": 0.901, + "file_overlap": 1.0, + "area_overlap": 0.698, + "patch_similarity": 0.82, + "shared_filenames": [ + "src/gateway/server-chat.ts", + "src/gateway/server-methods/chat.directive-tags.test.ts", + "src/gateway/server-methods/chat.ts", + "src/gateway/server-methods/shared-types.ts", + "src/gateway/server-request-context.test.ts", + "src/gateway/server-request-context.ts", + "src/gateway/server.impl.ts" + ], + "shared_file_areas": [ + { + "filename": "src/gateway/server-chat.ts", + "left_ranges": [ + [ + 202, + 211 + ], + [ + 216, + 222 + ], + [ + 225, + 231 + ], + [ + 235, + 241 + ], + [ + 652, + 664 + ], + [ + 682, + 707 + ], + [ + 840, + 853 + ] + ], + "right_ranges": [ + [ + 202, + 211 + ], + [ + 216, + 222 + ], + [ + 225, + 231 + ], + [ + 235, + 241 + ], + [ + 652, + 664 + ], + [ + 680, + 704 + ], + [ + 837, + 852 + ], + [ + 1025, + 1031 + ] + ] + }, + { + "filename": "src/gateway/server-methods/chat.directive-tags.test.ts", + "left_ranges": [ + [ + 283, + 289 + ], + [ + 299, + 305 + ] + ], + "right_ranges": [ + [ + 283, + 289 + ], + [ + 299, + 305 + ] + ] + }, + { + "filename": "src/gateway/server-methods/chat.ts", + "left_ranges": [ + [ + 1575, + 1591 + ] + ], + "right_ranges": [ + [ + 1585, + 1608 + ] + ] + }, + { + "filename": "src/gateway/server-methods/shared-types.ts", + "left_ranges": [ + [ + 67, + 76 + ] + ], + "right_ranges": [ + [ + 67, + 76 + ] + ] + }, + { + "filename": "src/gateway/server-request-context.test.ts", + "left_ranges": [ + [ + 43, + 49 + ] + ], + "right_ranges": [ + [ + 43, + 49 + ] + ] + }, + { + "filename": "src/gateway/server-request-context.ts", + "left_ranges": [ + [ + 37, + 43 + ], + [ + 131, + 137 + ] + ], + "right_ranges": [ + [ + 37, + 43 + ], + [ + 131, + 137 + ] + ] + }, + { + "filename": "src/gateway/server.impl.ts", + "left_ranges": [ + [ + 665, + 671 + ] + ], + "right_ranges": [ + [ + 673, + 679 + ] + ] + } + ] + } + ] + }, + { + "cluster_id": "cluster-36999-2", + "summary": "Cluster of 2 related pull requests linked by soft_similarity.", + "status": "open", + "confidence": 0.5, + "canonical_issue_number": null, + "canonical_pr_number": 37127, + "issue_numbers": [], + "pr_numbers": [ + 36999, + 37127 + ], + "evidence_types": [ + "soft_similarity" + ], + "pr_comparisons": [ 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"src/auto-reply/reply/dispatch-acp-command-bypass.test.ts", + "src/auto-reply/reply/dispatch-acp-command-bypass.ts" + ], + "shared_file_areas": [ + { + "filename": "src/auto-reply/reply/dispatch-acp-command-bypass.test.ts", + "left_ranges": [ + [ + 1, + 15 + ], + [ + 21, + 27 + ], + [ + 30, + 48 + ], + [ + 70, + 89 + ], + [ + 101, + 137 + ] + ], + "right_ranges": [ + [ + 15, + 21 + ], + [ + 24, + 42 + ] + ] + }, + { + "filename": "src/auto-reply/reply/dispatch-acp-command-bypass.ts", + "left_ranges": [ + [ + 41, + 54 + ] + ], + "right_ranges": [ + [ + 27, + 36 + ], + [ + 53, + 62 + ] + ] + } + ] + } + ] + }, + { + "cluster_id": "cluster-65295-2", + "summary": "Cluster of 2 related pull requests linked by soft_similarity.", + "status": "open", + "confidence": 0.5, + "canonical_issue_number": null, + "canonical_pr_number": 65295, + "issue_numbers": [], + "pr_numbers": [ + 65295, + 65301 + ], + "evidence_types": [ + "soft_similarity" + ], + "pr_comparisons": [ + { + "left_pr_number": 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"shared_file_areas": [ + { + "filename": "src/media-understanding/apply.ts", + "left_ranges": [ + [ + 74, + 91 + ] + ], + "right_ranges": [ + [ + 74, + 88 + ] + ] + } + ] + } + ] + }, + { + "cluster_id": "cluster-68311-2", + "summary": "Cluster of 2 related pull requests linked by soft_similarity.", + "status": "open", + "confidence": 0.5, + "canonical_issue_number": null, + "canonical_pr_number": 68311, + "issue_numbers": [], + "pr_numbers": [ + 68311, + 68317 + ], + "evidence_types": [ + "soft_similarity" + ], + "pr_comparisons": [ + { + "left_pr_number": 68311, + "right_pr_number": 68317, + "code_similarity": 0.636, + "size_similarity": 0.5, + "file_overlap": 0.5, + "area_overlap": 1.0, + "patch_similarity": 0.241, + "shared_filenames": [ + "src/auto-reply/reply/directive-handling.impl.ts" + ], + "shared_file_areas": [ + { + "filename": "src/auto-reply/reply/directive-handling.impl.ts", + "left_ranges": [ + [ + 501, + 507 + ] + ], + "right_ranges": [ + [ + 501, + 507 + ] + ] + } + ] + } + ] + }, + { + "cluster_id": "cluster-53394-2", + "summary": "Cluster of 2 related pull requests linked by soft_similarity.", + "status": "open", + "confidence": 0.5, + "canonical_issue_number": null, + "canonical_pr_number": 53394, + "issue_numbers": [], + "pr_numbers": [ + 53394, + 53395 + ], + "evidence_types": [ + "soft_similarity" + ], + "pr_comparisons": [ + { + "left_pr_number": 53394, + "right_pr_number": 53395, + "code_similarity": 0.229, + "size_similarity": 0.583, + "file_overlap": 0.0, + "area_overlap": 0.0, + "patch_similarity": 0.75, + "shared_filenames": [], + "shared_file_areas": [] + } + ] + } + ], + "duplicate_issues": [ + { + "cluster_id": "cluster-26466-4", + "canonical_issue_number": 68052, + "duplicate_issue_numbers": [ + 26466 + ], + "reason": "Issues in cluster-26466-4 are treated as duplicates because they share closing_reference, soft_similarity evidence." + }, + { + "cluster_id": "cluster-30152-23", + "canonical_issue_number": 53450, + "duplicate_issue_numbers": [ + 30152, + 31486, + 39690, + 51869, + 53761, + 55011, + 59943, + 64111, + 64628, + 65450, + 65595, + 65742, + 65763, + 65829, + 65832, + 66095, + 66758, + 67406, + 68012 + ], + "reason": "Issues in cluster-30152-23 are treated as duplicates because they share closing_reference, duplicate_reference, shared_issue_target, soft_similarity evidence." + }, + { + "cluster_id": "cluster-30689-11", + "canonical_issue_number": 36301, + "duplicate_issue_numbers": [ + 30689, + 31119, + 31414, + 32913, + 33259, + 33639, + 34908, + 35871 + ], + "reason": "Issues in cluster-30689-11 are treated as duplicates because they share closing_reference, soft_similarity evidence." + }, + { + "cluster_id": "cluster-32633-5", + "canonical_issue_number": 65151, + "duplicate_issue_numbers": [ + 32633, + 52175 + ], + "reason": "Issues in cluster-32633-5 are treated as duplicates because they share closing_reference, shared_issue_target, soft_similarity evidence." + }, + { + "cluster_id": "cluster-33883-5", + "canonical_issue_number": 65993, + "duplicate_issue_numbers": [ + 33883, + 67791 + ], + "reason": "Issues in cluster-33883-5 are treated as duplicates because they share closing_reference, soft_similarity evidence." + }, + { + "cluster_id": "cluster-37299-9", + "canonical_issue_number": 66016, + "duplicate_issue_numbers": [ + 37299, + 65193 + ], + "reason": "Issues in cluster-37299-9 are treated as duplicates because they share closing_reference, shared_issue_target, soft_similarity evidence." + }, + { + "cluster_id": "cluster-53295-12", + "canonical_issue_number": 53656, + "duplicate_issue_numbers": [ + 53295, + 53318, + 53697, + 53724, + 53749, + 53766, + 54070, + 67852 + ], + "reason": "Issues in cluster-53295-12 are treated as duplicates because they share closing_reference, duplicate_reference, soft_similarity evidence." + }, + { + "cluster_id": "cluster-53317-5", + "canonical_issue_number": 53317, + "duplicate_issue_numbers": [ + 53466, + 54050 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because they share closing_reference, soft_similarity evidence." + }, + { + "cluster_id": "cluster-64454-5", + "canonical_issue_number": 64454, + "duplicate_issue_numbers": [ + 65043 + ], + "reason": "Issues in cluster-64454-5 are treated as duplicates because they share closing_reference, shared_issue_target, soft_similarity evidence." + }, + { + "cluster_id": "cluster-64475-9", + "canonical_issue_number": 64475, + "duplicate_issue_numbers": [ + 64844, + 65200, + 65875, + 66334, + 67573 + ], + "reason": "Issues in cluster-64475-9 are treated as duplicates because they share closing_reference, soft_similarity evidence." + }, + { + "cluster_id": "cluster-64729-9", + "canonical_issue_number": 68352, + "duplicate_issue_numbers": [ + 64729, + 64732, + 65083, + 65997, + 67901 + ], + "reason": "Issues in cluster-64729-9 are treated as duplicates because they share closing_reference, soft_similarity evidence." + }, + { + "cluster_id": "cluster-65165-6", + "canonical_issue_number": 65424, + "duplicate_issue_numbers": [ + 65165, + 68272 + ], + "reason": "Issues in cluster-65165-6 are treated as duplicates because they share closing_reference, shared_issue_target, soft_similarity evidence." + }, + { + "cluster_id": "cluster-65182-4", + "canonical_issue_number": 65182, + "duplicate_issue_numbers": [ + 65867 + ], + "reason": "Issues in cluster-65182-4 are treated as duplicates because they share closing_reference, soft_similarity evidence." + }, + { + "cluster_id": "cluster-65218-5", + "canonical_issue_number": 65602, + "duplicate_issue_numbers": [ + 65218, + 65465 + ], + "reason": "Issues in cluster-65218-5 are treated as duplicates because they share closing_reference, soft_similarity evidence." + }, + { + "cluster_id": "cluster-65653-11", + "canonical_issue_number": 68074, + "duplicate_issue_numbers": [ + 65653, + 66358, + 66801, + 67029, + 67730 + ], + "reason": "Issues in cluster-65653-11 are treated as duplicates because they share closing_reference, soft_similarity evidence." + }, + { + "cluster_id": "cluster-66619-33", + "canonical_issue_number": 66718, + "duplicate_issue_numbers": [ + 66619, + 66624, + 66641, + 66677, + 66693, + 66728, + 66848, + 66942, + 66945, + 67074, + 67076, + 67100, + 67150, + 67291, + 67347, + 67353, + 67358, + 67411, + 67482, + 67483, + 67516, + 67597, + 67649, + 67684, + 67705, + 67837 + ], + "reason": "Issues in cluster-66619-33 are treated as duplicates because they share closing_reference, duplicate_reference, soft_similarity evidence." + } + ], + "duplicate_prs": [ + { + "cluster_id": "cluster-18915-2", + "canonical_pr_number": 68266, + "duplicate_pr_numbers": [ + 18915 + ], + "target_issue_number": null, + "reason": "PRs in cluster-18915-2 are treated as duplicates because they share soft_similarity evidence." + }, + { + "cluster_id": "cluster-26466-4", + "canonical_pr_number": 54898, + "duplicate_pr_numbers": [ + 68107 + ], + "target_issue_number": 68052, + "reason": "PRs in cluster-26466-4 are treated as duplicates because they converge on issue #68052 with closing_reference, soft_similarity evidence." + }, + { + "cluster_id": "cluster-30152-23", + "canonical_pr_number": 53593, + "duplicate_pr_numbers": [ + 53453, + 65746 + ], + "target_issue_number": 53450, + "reason": "PRs in cluster-30152-23 are treated as duplicates because they converge on issue #53450 with closing_reference, duplicate_reference, shared_issue_target, soft_similarity evidence." + }, + { + "cluster_id": "cluster-30689-11", + "canonical_pr_number": 36345, + "duplicate_pr_numbers": [ + 36509 + ], + "target_issue_number": 36301, + "reason": "PRs in cluster-30689-11 are treated as duplicates because they converge on issue #36301 with closing_reference, soft_similarity evidence." + }, + { + "cluster_id": "cluster-32633-5", + "canonical_pr_number": 65181, + "duplicate_pr_numbers": [ + 65175 + ], + "target_issue_number": 65151, + "reason": "PRs in cluster-32633-5 are treated as duplicates because they converge on issue #65151 with closing_reference, shared_issue_target, soft_similarity evidence." + }, + { + "cluster_id": "cluster-33883-5", + "canonical_pr_number": 66148, + "duplicate_pr_numbers": [ + 68491 + ], + "target_issue_number": 65993, + "reason": "PRs in cluster-33883-5 are treated as duplicates because they converge on issue #65993 with closing_reference, soft_similarity evidence." + }, + { + "cluster_id": "cluster-35864-3", + "canonical_pr_number": 35877, + "duplicate_pr_numbers": [ + 35923 + ], + "target_issue_number": 35864, + "reason": "PRs in cluster-35864-3 are treated as duplicates because they converge on issue #35864 with closing_reference, shared_issue_target evidence." + }, + { + "cluster_id": "cluster-36608-3", + "canonical_pr_number": 36629, + "duplicate_pr_numbers": [ + 36619 + ], + "target_issue_number": 36608, + "reason": "PRs in cluster-36608-3 are treated as duplicates because they converge on issue #36608 with closing_reference, shared_issue_target, soft_similarity evidence." + }, + { + "cluster_id": "cluster-36999-2", + "canonical_pr_number": 37127, + "duplicate_pr_numbers": [ + 36999 + ], + "target_issue_number": null, + "reason": "PRs in cluster-36999-2 are treated as duplicates because they share soft_similarity evidence." + }, + { + "cluster_id": "cluster-37299-9", + "canonical_pr_number": 65989, + "duplicate_pr_numbers": [ + 65003, + 65979, + 66054, + 66063, + 66310 + ], + "target_issue_number": 66016, + "reason": "PRs in cluster-37299-9 are treated as duplicates because they converge on issue #66016 with closing_reference, shared_issue_target, soft_similarity evidence." + }, + { + "cluster_id": "cluster-37377-2", + "canonical_pr_number": 37377, + "duplicate_pr_numbers": [ + 68495 + ], + "target_issue_number": null, + "reason": "PRs in cluster-37377-2 are treated as duplicates because they share soft_similarity evidence." + }, + { + "cluster_id": "cluster-37549-5", + "canonical_pr_number": 37549, + "duplicate_pr_numbers": [ + 62415, + 62482, + 65804, + 67206 + ], + "target_issue_number": null, + "reason": "PRs in cluster-37549-5 are treated as duplicates because they share soft_similarity evidence." + }, + { + "cluster_id": "cluster-53249-3", + "canonical_pr_number": 53270, + "duplicate_pr_numbers": [ + 53281 + ], + "target_issue_number": 53249, + "reason": "PRs in cluster-53249-3 are treated as duplicates because they converge on issue #53249 with closing_reference, shared_issue_target evidence." + }, + { + "cluster_id": "cluster-53273-3", + "canonical_pr_number": 53301, + "duplicate_pr_numbers": [ + 53410 + ], + "target_issue_number": 53273, + "reason": "PRs in cluster-53273-3 are treated as duplicates because they converge on issue #53273 with closing_reference evidence." + }, + { + "cluster_id": "cluster-53295-12", + "canonical_pr_number": 53715, + "duplicate_pr_numbers": [ + 53377, + 67871 + ], + "target_issue_number": 53656, + "reason": "PRs in cluster-53295-12 are treated as duplicates because they converge on issue #53656 with closing_reference, duplicate_reference, soft_similarity evidence." + }, + { + "cluster_id": "cluster-53317-5", + "canonical_pr_number": 53754, + "duplicate_pr_numbers": [ + 53367 + ], + "target_issue_number": 53317, + "reason": "PRs in cluster-53317-5 are treated as duplicates because they converge on issue #53317 with closing_reference, shared_issue_target, soft_similarity evidence." + }, + { + "cluster_id": "cluster-53394-2", + "canonical_pr_number": 53394, + "duplicate_pr_numbers": [ + 53395 + ], + "target_issue_number": null, + "reason": "PRs in cluster-53394-2 are treated as duplicates because they share soft_similarity evidence." + }, + { + "cluster_id": "cluster-53398-3", + "canonical_pr_number": 53451, + "duplicate_pr_numbers": [ + 53479 + ], + "target_issue_number": 53398, + "reason": "PRs in cluster-53398-3 are treated as duplicates because they converge on issue #53398 with closing_reference, soft_similarity evidence." + }, + { + "cluster_id": "cluster-53482-3", + "canonical_pr_number": 53626, + "duplicate_pr_numbers": [ + 53667 + ], + "target_issue_number": 53482, + "reason": "PRs in cluster-53482-3 are treated as duplicates because they converge on issue #53482 with closing_reference, shared_issue_target evidence." + }, + { + "cluster_id": "cluster-53510-3", + "canonical_pr_number": 53553, + "duplicate_pr_numbers": [ + 53511 + ], + "target_issue_number": 53510, + "reason": "PRs in cluster-53510-3 are treated as duplicates because they converge on issue #53510 with closing_reference evidence." + }, + { + "cluster_id": "cluster-53592-4", + "canonical_pr_number": 53730, + "duplicate_pr_numbers": [ + 53598 + ], + "target_issue_number": 53592, + "reason": "PRs in cluster-53592-4 are treated as duplicates because they converge on issue #53592 with closing_reference, shared_issue_target, soft_similarity evidence." + }, + { + "cluster_id": "cluster-53631-2", + "canonical_pr_number": 53635, + "duplicate_pr_numbers": [ + 53631 + ], + "target_issue_number": null, + "reason": "PRs in cluster-53631-2 are treated as duplicates because they share soft_similarity evidence." + }, + { + "cluster_id": "cluster-53705-3", + "canonical_pr_number": 53809, + "duplicate_pr_numbers": [ + 53775 + ], + "target_issue_number": 53705, + "reason": "PRs in cluster-53705-3 are treated as duplicates because they converge on issue #53705 with closing_reference, soft_similarity evidence." + }, + { + "cluster_id": "cluster-53789-2", + "canonical_pr_number": 62195, + "duplicate_pr_numbers": [ + 53789 + ], + "target_issue_number": null, + "reason": "PRs in cluster-53789-2 are treated as duplicates because they share soft_similarity evidence." + }, + { + "cluster_id": "cluster-54131-17", + "canonical_pr_number": 66117, + "duplicate_pr_numbers": [ + 64872 + ], + "target_issue_number": 54131, + "reason": "PRs in cluster-54131-17 are treated as duplicates because they converge on issue #54131 with closing_reference, soft_similarity evidence." + }, + { + "cluster_id": "cluster-62049-10", + "canonical_pr_number": 67639, + "duplicate_pr_numbers": [ + 63848 + ], + "target_issue_number": 62049, + "reason": "PRs in cluster-62049-10 are treated as duplicates because they converge on issue #62049 with closing_reference, soft_similarity evidence." + }, + { + "cluster_id": "cluster-62238-18", + "canonical_pr_number": 68802, + "duplicate_pr_numbers": [ + 62238, + 65266, + 66525, + 66960, + 67156, + 67451, + 67657, + 67804, + 67842, + 68235, + 68302, + 68523, + 68560, + 68565, + 68566, + 68692, + 68693 + ], + "target_issue_number": null, + "reason": "PRs in cluster-62238-18 are treated as duplicates because they share soft_similarity evidence." + }, + { + "cluster_id": "cluster-62685-12", + "canonical_pr_number": 66407, + "duplicate_pr_numbers": [ + 62689, + 64446, + 66005, + 67665, + 67867, + 68034 + ], + "target_issue_number": 62685, + "reason": "PRs in cluster-62685-12 are treated as duplicates because they converge on issue #62685 with closing_reference, soft_similarity evidence." + }, + { + "cluster_id": "cluster-63092-22", + "canonical_pr_number": 67063, + "duplicate_pr_numbers": [ + 67208 + ], + "target_issue_number": 66082, + "reason": "PRs in cluster-63092-22 are treated as duplicates because they converge on issue #66082 with closing_reference, soft_similarity evidence." + }, + { + "cluster_id": "cluster-63429-9", + "canonical_pr_number": 63847, + "duplicate_pr_numbers": [ + 66844 + ], + "target_issue_number": 63681, + "reason": "PRs in cluster-63429-9 are treated as duplicates because they converge on issue #63681 with closing_reference, soft_similarity evidence." + }, + { + "cluster_id": "cluster-63510-24", + "canonical_pr_number": 63679, + "duplicate_pr_numbers": [ + 64018, + 64109, + 64594, + 65094, + 65124 + ], + "target_issue_number": 63541, + "reason": "PRs in cluster-63510-24 are treated as duplicates because they converge on issue #63541 with closing_reference, soft_similarity evidence." + }, + { + "cluster_id": "cluster-63614-3", + "canonical_pr_number": 63614, + "duplicate_pr_numbers": [ + 63817, + 64623 + ], + "target_issue_number": null, + "reason": "PRs in cluster-63614-3 are treated as duplicates because they share soft_similarity evidence." + }, + { + "cluster_id": "cluster-63712-5", + "canonical_pr_number": 68798, + "duplicate_pr_numbers": [ + 68764 + ], + "target_issue_number": 68706, + "reason": "PRs in cluster-63712-5 are treated as duplicates because they converge on issue #68706 with closing_reference, shared_issue_target, soft_similarity evidence." + }, + { + "cluster_id": "cluster-63770-3", + "canonical_pr_number": 64375, + "duplicate_pr_numbers": [ + 63871 + ], + "target_issue_number": 63770, + "reason": "PRs in cluster-63770-3 are treated as duplicates because they converge on issue #63770 with closing_reference, shared_issue_target, soft_similarity evidence." + }, + { + "cluster_id": "cluster-63783-4", + "canonical_pr_number": 67634, + "duplicate_pr_numbers": [ + 63783, + 65911 + ], + "target_issue_number": 67606, + "reason": "PRs in cluster-63783-4 are treated as duplicates because they converge on issue #67606 with closing_reference, soft_similarity evidence." + }, + { + "cluster_id": "cluster-63800-2", + "canonical_pr_number": 63800, + "duplicate_pr_numbers": [ + 67493 + ], + "target_issue_number": null, + "reason": "PRs in cluster-63800-2 are treated as duplicates because they share soft_similarity evidence." + }, + { + "cluster_id": "cluster-63896-6", + "canonical_pr_number": 66085, + "duplicate_pr_numbers": [ + 64539 + ], + "target_issue_number": 63896, + "reason": "PRs in cluster-63896-6 are treated as duplicates because they converge on issue #63896 with closing_reference, soft_similarity evidence." + }, + { + "cluster_id": "cluster-64070-3", + "canonical_pr_number": 66476, + "duplicate_pr_numbers": [ + 67894 + ], + "target_issue_number": 64070, + "reason": "PRs in cluster-64070-3 are treated as duplicates because they converge on issue #64070 with closing_reference, shared_issue_target, soft_similarity evidence." + }, + { + "cluster_id": "cluster-64167-3", + "canonical_pr_number": 64198, + "duplicate_pr_numbers": [ + 64215 + ], + "target_issue_number": 64167, + "reason": "PRs in cluster-64167-3 are treated as duplicates because they converge on issue #64167 with closing_reference, shared_issue_target, soft_similarity evidence." + }, + { + "cluster_id": "cluster-64384-5", + "canonical_pr_number": 66716, + "duplicate_pr_numbers": [ + 64384, + 65622, + 66764 + ], + "target_issue_number": 66520, + "reason": "PRs in cluster-64384-5 are treated as duplicates because they converge on issue #66520 with closing_reference, shared_issue_target, soft_similarity evidence." + }, + { + "cluster_id": "cluster-64386-3", + "canonical_pr_number": 64393, + "duplicate_pr_numbers": [ + 64557 + ], + "target_issue_number": 64386, + "reason": "PRs in cluster-64386-3 are treated as duplicates because they converge on issue #64386 with closing_reference, shared_issue_target, soft_similarity evidence." + }, + { + "cluster_id": "cluster-64454-5", + "canonical_pr_number": 64657, + "duplicate_pr_numbers": [ + 64864, + 67536 + ], + "target_issue_number": 64454, + "reason": "PRs in cluster-64454-5 are treated as duplicates because they converge on issue #64454 with closing_reference, shared_issue_target, soft_similarity evidence." + }, + { + "cluster_id": "cluster-64470-2", + "canonical_pr_number": 64470, + "duplicate_pr_numbers": [ + 65324 + ], + "target_issue_number": null, + "reason": "PRs in cluster-64470-2 are treated as duplicates because they share soft_similarity evidence." + }, + { + "cluster_id": "cluster-64475-9", + "canonical_pr_number": 64518, + "duplicate_pr_numbers": [ + 65330, + 67591 + ], + "target_issue_number": 64475, + "reason": "PRs in cluster-64475-9 are treated as duplicates because they converge on issue #64475 with closing_reference, soft_similarity evidence." + }, + { + "cluster_id": "cluster-64516-2", + "canonical_pr_number": 64516, + "duplicate_pr_numbers": [ + 66838 + ], + "target_issue_number": null, + "reason": "PRs in cluster-64516-2 are treated as duplicates because they share soft_similarity evidence." + }, + { + "cluster_id": "cluster-64631-3", + "canonical_pr_number": 64631, + "duplicate_pr_numbers": [ + 64661, + 64709 + ], + "target_issue_number": null, + "reason": "PRs in cluster-64631-3 are treated as duplicates because they share soft_similarity evidence." + }, + { + "cluster_id": "cluster-64651-3", + "canonical_pr_number": 65188, + "duplicate_pr_numbers": [ + 64673 + ], + "target_issue_number": 64651, + "reason": "PRs in cluster-64651-3 are treated as duplicates because they converge on issue #64651 with closing_reference evidence." + }, + { + "cluster_id": "cluster-64729-9", + "canonical_pr_number": 65262, + "duplicate_pr_numbers": [ + 65111, + 68389 + ], + "target_issue_number": 68352, + "reason": "PRs in cluster-64729-9 are treated as duplicates because they converge on issue #68352 with closing_reference, soft_similarity evidence." + }, + { + "cluster_id": "cluster-64825-6", + "canonical_pr_number": 66289, + "duplicate_pr_numbers": [ + 64842, + 64862, + 66192, + 67302 + ], + "target_issue_number": 64825, + "reason": "PRs in cluster-64825-6 are treated as duplicates because they converge on issue #64825 with closing_reference, shared_issue_target, soft_similarity evidence." + }, + { + "cluster_id": "cluster-64919-3", + "canonical_pr_number": 65952, + "duplicate_pr_numbers": [ + 65030 + ], + "target_issue_number": 64919, + "reason": "PRs in cluster-64919-3 are treated as duplicates because they converge on issue #64919 with closing_reference evidence." + }, + { + "cluster_id": "cluster-64976-3", + "canonical_pr_number": 65016, + "duplicate_pr_numbers": [ + 65004 + ], + "target_issue_number": 64976, + "reason": "PRs in cluster-64976-3 are treated as duplicates because they converge on issue #64976 with closing_reference, shared_issue_target, soft_similarity evidence." + }, + { + "cluster_id": "cluster-65150-2", + "canonical_pr_number": 65150, + "duplicate_pr_numbers": [ + 65186 + ], + "target_issue_number": null, + "reason": "PRs in cluster-65150-2 are treated as duplicates because they share soft_similarity evidence." + }, + { + "cluster_id": "cluster-65165-6", + "canonical_pr_number": 65453, + "duplicate_pr_numbers": [ + 65178, + 68485 + ], + "target_issue_number": 65424, + "reason": "PRs in cluster-65165-6 are treated as duplicates because they converge on issue #65424 with closing_reference, shared_issue_target, soft_similarity evidence." + }, + { + "cluster_id": "cluster-65182-4", + "canonical_pr_number": 66225, + "duplicate_pr_numbers": [ + 65187 + ], + "target_issue_number": 65182, + "reason": "PRs in cluster-65182-4 are treated as duplicates because they converge on issue #65182 with closing_reference, soft_similarity evidence." + }, + { + "cluster_id": "cluster-65205-2", + "canonical_pr_number": 65205, + "duplicate_pr_numbers": [ + 67623 + ], + "target_issue_number": null, + "reason": "PRs in cluster-65205-2 are treated as duplicates because they share soft_similarity evidence." + }, + { + "cluster_id": "cluster-65218-5", + "canonical_pr_number": 67146, + "duplicate_pr_numbers": [ + 65263 + ], + "target_issue_number": 65602, + "reason": "PRs in cluster-65218-5 are treated as duplicates because they converge on issue #65602 with closing_reference, soft_similarity evidence." + }, + { + "cluster_id": "cluster-65248-2", + "canonical_pr_number": 65248, + "duplicate_pr_numbers": [ + 68617 + ], + "target_issue_number": null, + "reason": "PRs in cluster-65248-2 are treated as duplicates because they share soft_similarity evidence." + }, + { + "cluster_id": "cluster-65295-2", + "canonical_pr_number": 65295, + "duplicate_pr_numbers": [ + 65301 + ], + "target_issue_number": null, + "reason": "PRs in cluster-65295-2 are treated as duplicates because they share soft_similarity evidence." + }, + { + "cluster_id": "cluster-65400-3", + "canonical_pr_number": 66640, + "duplicate_pr_numbers": [ + 65460 + ], + "target_issue_number": 65400, + "reason": "PRs in cluster-65400-3 are treated as duplicates because they converge on issue #65400 with closing_reference evidence." + }, + { + "cluster_id": "cluster-65538-3", + "canonical_pr_number": 65575, + "duplicate_pr_numbers": [ + 67424 + ], + "target_issue_number": 65538, + "reason": "PRs in cluster-65538-3 are treated as duplicates because they converge on issue #65538 with closing_reference, shared_issue_target, soft_similarity evidence." + }, + { + "cluster_id": "cluster-65548-3", + "canonical_pr_number": 65561, + "duplicate_pr_numbers": [ + 65735 + ], + "target_issue_number": 65548, + "reason": "PRs in cluster-65548-3 are treated as duplicates because they converge on issue #65548 with closing_reference, soft_similarity evidence." + }, + { + "cluster_id": "cluster-65554-2", + "canonical_pr_number": 65554, + "duplicate_pr_numbers": [ + 68808 + ], + "target_issue_number": null, + "reason": "PRs in cluster-65554-2 are treated as duplicates because they share soft_similarity evidence." + }, + { + "cluster_id": "cluster-65624-3", + "canonical_pr_number": 65648, + "duplicate_pr_numbers": [ + 65655 + ], + "target_issue_number": 65624, + "reason": "PRs in cluster-65624-3 are treated as duplicates because they converge on issue #65624 with closing_reference, shared_issue_target, soft_similarity evidence." + }, + { + "cluster_id": "cluster-65636-3", + "canonical_pr_number": 65669, + "duplicate_pr_numbers": [ + 66023 + ], + "target_issue_number": 65636, + "reason": "PRs in cluster-65636-3 are treated as duplicates because they converge on issue #65636 with closing_reference, shared_issue_target evidence." + }, + { + "cluster_id": "cluster-65653-11", + "canonical_pr_number": 68130, + "duplicate_pr_numbers": [ + 68020, + 68087, + 68312, + 68681 + ], + "target_issue_number": 68074, + "reason": "PRs in cluster-65653-11 are treated as duplicates because they converge on issue #68074 with closing_reference, soft_similarity evidence." + }, + { + "cluster_id": "cluster-65696-2", + "canonical_pr_number": 67586, + "duplicate_pr_numbers": [ + 65696 + ], + "target_issue_number": null, + "reason": "PRs in cluster-65696-2 are treated as duplicates because they share soft_similarity evidence." + }, + { + "cluster_id": "cluster-65731-2", + "canonical_pr_number": 65731, + "duplicate_pr_numbers": [ + 65980 + ], + "target_issue_number": null, + "reason": "PRs in cluster-65731-2 are treated as duplicates because they share soft_similarity evidence." + }, + { + "cluster_id": "cluster-65751-3", + "canonical_pr_number": 65773, + "duplicate_pr_numbers": [ + 65809 + ], + "target_issue_number": 65751, + "reason": "PRs in cluster-65751-3 are treated as duplicates because they converge on issue #65751 with closing_reference, shared_issue_target, soft_similarity evidence." + }, + { + "cluster_id": "cluster-65760-4", + "canonical_pr_number": 65778, + "duplicate_pr_numbers": [ + 65805, + 66029 + ], + "target_issue_number": 65760, + "reason": "PRs in cluster-65760-4 are treated as duplicates because they converge on issue #65760 with closing_reference, shared_issue_target, soft_similarity evidence." + }, + { + "cluster_id": "cluster-65782-3", + "canonical_pr_number": 65796, + "duplicate_pr_numbers": [ + 65783 + ], + "target_issue_number": 65782, + "reason": "PRs in cluster-65782-3 are treated as duplicates because they converge on issue #65782 with closing_reference, shared_issue_target evidence." + }, + { + "cluster_id": "cluster-65791-3", + "canonical_pr_number": 65833, + "duplicate_pr_numbers": [ + 66007 + ], + "target_issue_number": 65791, + "reason": "PRs in cluster-65791-3 are treated as duplicates because they converge on issue #65791 with closing_reference, shared_issue_target, soft_similarity evidence." + }, + { + "cluster_id": "cluster-65831-3", + "canonical_pr_number": 65831, + "duplicate_pr_numbers": [ + 65881, + 67322 + ], + "target_issue_number": null, + "reason": "PRs in cluster-65831-3 are treated as duplicates because they share soft_similarity evidence." + }, + { + "cluster_id": "cluster-65863-3", + "canonical_pr_number": 65895, + "duplicate_pr_numbers": [ + 65938 + ], + "target_issue_number": 65863, + "reason": "PRs in cluster-65863-3 are treated as duplicates because they converge on issue #65863 with closing_reference, shared_issue_target, soft_similarity evidence." + }, + { + "cluster_id": "cluster-66003-3", + "canonical_pr_number": 67584, + "duplicate_pr_numbers": [ + 66149 + ], + "target_issue_number": 66003, + "reason": "PRs in cluster-66003-3 are treated as duplicates because they converge on issue #66003 with closing_reference, soft_similarity evidence." + }, + { + "cluster_id": "cluster-66008-3", + "canonical_pr_number": 66322, + "duplicate_pr_numbers": [ + 66067 + ], + "target_issue_number": 66008, + "reason": "PRs in cluster-66008-3 are treated as duplicates because they converge on issue #66008 with closing_reference, shared_issue_target, soft_similarity evidence." + }, + { + "cluster_id": "cluster-66088-3", + "canonical_pr_number": 66329, + "duplicate_pr_numbers": [ + 66442 + ], + "target_issue_number": 66088, + "reason": "PRs in cluster-66088-3 are treated as duplicates because they converge on issue #66088 with closing_reference evidence." + }, + { + "cluster_id": "cluster-66252-3", + "canonical_pr_number": 66331, + "duplicate_pr_numbers": [ + 68331 + ], + "target_issue_number": 66252, + "reason": "PRs in cluster-66252-3 are treated as duplicates because they converge on issue #66252 with closing_reference, soft_similarity evidence." + }, + { + "cluster_id": "cluster-66271-2", + "canonical_pr_number": 67037, + "duplicate_pr_numbers": [ + 66271 + ], + "target_issue_number": null, + "reason": "PRs in cluster-66271-2 are treated as duplicates because they share soft_similarity evidence." + }, + { + "cluster_id": "cluster-66284-3", + "canonical_pr_number": 66303, + "duplicate_pr_numbers": [ + 66300 + ], + "target_issue_number": 66284, + "reason": "PRs in cluster-66284-3 are treated as duplicates because they converge on issue #66284 with closing_reference, shared_issue_target, soft_similarity evidence." + }, + { + "cluster_id": "cluster-66344-3", + "canonical_pr_number": 66344, + "duplicate_pr_numbers": [ + 66568 + ], + "target_issue_number": 66614, + "reason": "PRs in cluster-66344-3 are treated as duplicates because they converge on issue #66614 with closing_reference, shared_issue_target, soft_similarity evidence." + }, + { + "cluster_id": "cluster-66419-3", + "canonical_pr_number": 66419, + "duplicate_pr_numbers": [ + 66428, + 66431 + ], + "target_issue_number": null, + "reason": "PRs in cluster-66419-3 are treated as duplicates because they share soft_similarity evidence." + }, + { + "cluster_id": "cluster-66426-2", + "canonical_pr_number": 66426, + "duplicate_pr_numbers": [ + 67969 + ], + "target_issue_number": null, + "reason": "PRs in cluster-66426-2 are treated as duplicates because they share soft_similarity evidence." + }, + { + "cluster_id": "cluster-66533-3", + "canonical_pr_number": 66544, + "duplicate_pr_numbers": [ + 66656 + ], + "target_issue_number": 66533, + "reason": "PRs in cluster-66533-3 are treated as duplicates because they converge on issue #66533 with closing_reference, shared_issue_target evidence." + }, + { + "cluster_id": "cluster-66573-3", + "canonical_pr_number": 66650, + "duplicate_pr_numbers": [ + 66615 + ], + "target_issue_number": 66573, + "reason": "PRs in cluster-66573-3 are treated as duplicates because they converge on issue #66573 with closing_reference evidence." + }, + { + "cluster_id": "cluster-66619-33", + "canonical_pr_number": 67736, + "duplicate_pr_numbers": [ + 66653, + 66727, + 66754, + 67137, + 67531 + ], + "target_issue_number": 66718, + "reason": "PRs in cluster-66619-33 are treated as duplicates because they converge on issue #66718 with closing_reference, duplicate_reference, soft_similarity evidence." + }, + { + "cluster_id": "cluster-66695-5", + "canonical_pr_number": 66696, + "duplicate_pr_numbers": [ + 66753, + 66776, + 67870 + ], + "target_issue_number": 66695, + "reason": "PRs in cluster-66695-5 are treated as duplicates because they converge on issue #66695 with closing_reference, shared_issue_target, soft_similarity evidence." + }, + { + "cluster_id": "cluster-66729-3", + "canonical_pr_number": 66742, + "duplicate_pr_numbers": [ + 66770 + ], + "target_issue_number": 66729, + "reason": "PRs in cluster-66729-3 are treated as duplicates because they converge on issue #66729 with closing_reference, shared_issue_target, soft_similarity evidence." + }, + { + "cluster_id": "cluster-66769-3", + "canonical_pr_number": 66928, + "duplicate_pr_numbers": [ + 66986 + ], + "target_issue_number": 66769, + "reason": "PRs in cluster-66769-3 are treated as duplicates because they converge on issue #66769 with closing_reference, shared_issue_target, soft_similarity evidence." + }, + { + "cluster_id": "cluster-66864-3", + "canonical_pr_number": 67049, + "duplicate_pr_numbers": [ + 66868 + ], + "target_issue_number": 66864, + "reason": "PRs in cluster-66864-3 are treated as duplicates because they converge on issue #66864 with closing_reference, shared_issue_target, soft_similarity evidence." + }, + { + "cluster_id": "cluster-66885-3", + "canonical_pr_number": 66889, + "duplicate_pr_numbers": [ + 67083 + ], + "target_issue_number": 66885, + "reason": "PRs in cluster-66885-3 are treated as duplicates because they converge on issue #66885 with closing_reference, soft_similarity evidence." + }, + { + "cluster_id": "cluster-67151-3", + "canonical_pr_number": 67215, + "duplicate_pr_numbers": [ + 67207 + ], + "target_issue_number": 67151, + "reason": "PRs in cluster-67151-3 are treated as duplicates because they converge on issue #67151 with closing_reference evidence." + }, + { + "cluster_id": "cluster-67192-3", + "canonical_pr_number": 67292, + "duplicate_pr_numbers": [ + 67203 + ], + "target_issue_number": 67192, + "reason": "PRs in cluster-67192-3 are treated as duplicates because they converge on issue #67192 with closing_reference, shared_issue_target evidence." + }, + { + "cluster_id": "cluster-67216-3", + "canonical_pr_number": 67254, + "duplicate_pr_numbers": [ + 67344 + ], + "target_issue_number": 67216, + "reason": "PRs in cluster-67216-3 are treated as duplicates because they converge on issue #67216 with closing_reference, shared_issue_target evidence." + }, + { + "cluster_id": "cluster-67621-3", + "canonical_pr_number": 67924, + "duplicate_pr_numbers": [ + 67644 + ], + "target_issue_number": 67621, + "reason": "PRs in cluster-67621-3 are treated as duplicates because they converge on issue #67621 with closing_reference, shared_issue_target, soft_similarity evidence." + }, + { + "cluster_id": "cluster-67759-3", + "canonical_pr_number": 67768, + "duplicate_pr_numbers": [ + 67766 + ], + "target_issue_number": 67759, + "reason": "PRs in cluster-67759-3 are treated as duplicates because they converge on issue #67759 with closing_reference, shared_issue_target, soft_similarity evidence." + }, + { + "cluster_id": "cluster-67868-4", + "canonical_pr_number": 67923, + "duplicate_pr_numbers": [ + 67882, + 67910 + ], + "target_issue_number": 67868, + "reason": "PRs in cluster-67868-4 are treated as duplicates because they converge on issue #67868 with closing_reference, shared_issue_target, soft_similarity evidence." + }, + { + "cluster_id": "cluster-67921-3", + "canonical_pr_number": 68060, + "duplicate_pr_numbers": [ + 67921, + 68345 + ], + "target_issue_number": null, + "reason": "PRs in cluster-67921-3 are treated as duplicates because they share soft_similarity evidence." + }, + { + "cluster_id": "cluster-68003-4", + "canonical_pr_number": 68071, + "duplicate_pr_numbers": [ + 68005, + 68093 + ], + "target_issue_number": 68003, + "reason": "PRs in cluster-68003-4 are treated as duplicates because they converge on issue #68003 with closing_reference, shared_issue_target, soft_similarity evidence." + }, + { + "cluster_id": "cluster-68101-4", + "canonical_pr_number": 68132, + "duplicate_pr_numbers": [ + 68106, + 68313 + ], + "target_issue_number": 68101, + "reason": "PRs in cluster-68101-4 are treated as duplicates because they converge on issue #68101 with closing_reference, shared_issue_target, soft_similarity evidence." + }, + { + "cluster_id": "cluster-68160-3", + "canonical_pr_number": 68161, + "duplicate_pr_numbers": [ + 68227 + ], + "target_issue_number": 68160, + "reason": "PRs in cluster-68160-3 are treated as duplicates because they converge on issue #68160 with closing_reference, shared_issue_target evidence." + }, + { + "cluster_id": "cluster-68166-3", + "canonical_pr_number": 68286, + "duplicate_pr_numbers": [ + 68830 + ], + "target_issue_number": 68166, + "reason": "PRs in cluster-68166-3 are treated as duplicates because they converge on issue #68166 with closing_reference, shared_issue_target evidence." + }, + { + "cluster_id": "cluster-68225-2", + "canonical_pr_number": 68225, + "duplicate_pr_numbers": [ + 68456 + ], + "target_issue_number": null, + "reason": "PRs in cluster-68225-2 are treated as duplicates because they share soft_similarity evidence." + }, + { + "cluster_id": "cluster-68309-3", + "canonical_pr_number": 68418, + "duplicate_pr_numbers": [ + 68855 + ], + "target_issue_number": 68309, + "reason": "PRs in cluster-68309-3 are treated as duplicates because they converge on issue #68309 with closing_reference, shared_issue_target evidence." + }, + { + "cluster_id": "cluster-68311-2", + "canonical_pr_number": 68311, + "duplicate_pr_numbers": [ + 68317 + ], + "target_issue_number": null, + "reason": "PRs in cluster-68311-2 are treated as duplicates because they share soft_similarity evidence." + }, + { + "cluster_id": "cluster-68452-3", + "canonical_pr_number": 68453, + "duplicate_pr_numbers": [ + 68512 + ], + "target_issue_number": 68452, + "reason": "PRs in cluster-68452-3 are treated as duplicates because they converge on issue #68452 with closing_reference, shared_issue_target, soft_similarity evidence." + }, + { + "cluster_id": "cluster-68661-4", + "canonical_pr_number": 68854, + "duplicate_pr_numbers": [ + 68754, + 68824 + ], + "target_issue_number": 68661, + "reason": "PRs in cluster-68661-4 are treated as duplicates because they converge on issue #68661 with closing_reference, shared_issue_target, soft_similarity evidence." + }, + { + "cluster_id": "cluster-68707-3", + "canonical_pr_number": 68749, + "duplicate_pr_numbers": [ + 68742 + ], + "target_issue_number": 68707, + "reason": "PRs in cluster-68707-3 are treated as duplicates because they converge on issue #68707 with closing_reference evidence." + }, + { + "cluster_id": "cluster-68728-3", + "canonical_pr_number": 68740, + "duplicate_pr_numbers": [ + 68762 + ], + "target_issue_number": 68728, + "reason": "PRs in cluster-68728-3 are treated as duplicates because they converge on issue #68728 with closing_reference, shared_issue_target, soft_similarity evidence." + }, + { + "cluster_id": "cluster-68788-5", + "canonical_pr_number": 68819, + "duplicate_pr_numbers": [ + 68792, + 68817, + 68849 + ], + "target_issue_number": 68788, + "reason": "PRs in cluster-68788-5 are treated as duplicates because they converge on issue #68788 with closing_reference, shared_issue_target, soft_similarity evidence." + } + ], + "best_issue": { + "cluster_id": "cluster-66619-33", + "issue_number": 66718, + "reason": "Issue #66718 is the strongest global issue candidate because it is open, belongs to a cluster with 33 artifacts, and carries 23 discussion comments plus 12 inbound references.", + "score": 488.0 + }, + "best_pr": { + "cluster_id": "cluster-66619-33", + "pr_number": 67736, + "reason": "PR #67736 is the strongest global PR candidate because it is open, belongs to a cluster with 33 artifacts, links to 1 issues, and carries 8 review/discussion events.", + "score": 470.973 + } +} diff --git a/snapshots/20260419T072034Z/analysis-runs/hybrid-gpt54mini-20260419t072034z/analysis-report-hybrid.llm-reviews.json b/snapshots/20260419T072034Z/analysis-runs/hybrid-gpt54mini-20260419t072034z/analysis-report-hybrid.llm-reviews.json new file mode 100644 index 0000000000000000000000000000000000000000..99f06baf888b6a6d94b19987c8d2f7f526ac09da --- /dev/null +++ b/snapshots/20260419T072034Z/analysis-runs/hybrid-gpt54mini-20260419t072034z/analysis-report-hybrid.llm-reviews.json @@ -0,0 +1,111108 @@ +{ + "schema_version": "1.0", + "repo": "openclaw/openclaw", + "snapshot_id": "20260419T072034Z", + "generated_at": "2026-04-19T08:38:25Z", + "model": "gpt-5.4-mini?service_tier=flex", + "reviews": [ + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:32493", + "issue:33533", + "issue:33537", + "issue:33542", + "issue:53871", + "issue:53876", + "issue:62748", + "issue:62749", + "issue:64067", + "issue:64602", + "issue:64975", + "issue:65193", + "issue:65350", + "issue:65603", + "issue:65751", + "issue:66016", + "issue:66319", + "issue:66323", + "issue:66324", + "issue:66325", + "issue:66597", + "issue:66598", + "issue:66624", + "issue:66641", + "issue:66693", + "issue:66848", + "issue:66942", + "issue:66945", + "issue:67074", + "issue:67183", + "issue:67191", + "issue:67233", + "issue:67244", + "issue:67347", + "issue:67516", + "issue:67597", + "issue:67649", + "issue:67670", + "issue:67673", + "issue:67937", + "issue:67938", + "issue:67972", + "issue:67984", + "issue:67994", + "issue:68001", + "issue:68002", + "issue:68735" + ], + "soft_pairs": [ + "issue:62748|issue:62749", + "issue:66323|issue:66324", + "issue:67233|issue:67244", + "issue:67937|issue:67938", + "issue:66319|issue:66323", + "issue:66319|issue:66324", + "issue:66323|issue:66325", + "issue:66324|issue:66325", + "issue:67670|issue:67673", + "issue:67994|issue:68001", + "issue:66319|issue:66325", + "issue:53871|issue:53876", + "issue:66597|issue:66598", + "issue:68001|issue:68002", + "issue:67183|issue:67191", + "issue:67994|issue:68002", + "issue:33537|issue:33542", + "issue:67972|issue:67984", + "issue:33533|issue:33542", + "issue:66942|issue:66945", + "issue:66848|issue:67597", + "issue:66848|issue:66942", + "issue:66624|issue:67347", + "issue:66848|issue:66945", + "issue:65603|issue:68735", + "issue:66942|issue:67347", + "issue:66942|issue:67597", + "issue:66848|issue:67074", + "issue:66624|issue:67074", + "issue:66641|issue:66945", + "issue:66641|issue:67347", + "issue:65193|issue:66016", + "issue:66641|issue:67649", + "issue:32493|issue:65751", + "issue:66641|issue:66942", + "issue:66641|issue:66848", + "issue:66624|issue:67597", + "issue:66848|issue:67347", + "issue:66624|issue:66848", + "issue:66624|issue:66942", + "issue:66624|issue:66945", + "issue:66641|issue:67597", + "issue:66693|issue:67347", + "issue:66624|issue:67516", + "issue:64067|issue:64975", + "issue:66693|issue:67597", + "issue:64602|issue:65350" + ], + "prepared_review_unit_hash": "e7a96bf34a943a4fc5bfb952c883f4da27b71977574d04122cdec66bea871f75", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 47, + "serialized_chars": 41158, + "estimated_input_tokens": 10290, + "estimated_eval_tokens": 20836 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Mostly duplicate families are clear: the trim-TypeError onboarding cluster, the qa-scenario-pack missing-file regression, exact-title repeats, and a few exact same-symptom provider/install bugs. I tightened the LLM-provider soft edge and rejected issue:65603 vs issue:68735 because the packet only supports a broad theme, not the same concrete bug.", + "confidence": 0.68, + "canonical_issue_reason": "issue:66641 is the best anchor for the trim-crash family because it names a concrete repro path (QuickStart/select channel) and the underlying TypeError, making nearby reports easier to consolidate.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:66641 is the most actionable representative issue in the cluster: specific repro, clear crash signature, and central to the largest duplicate family.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:62748", + "right": "issue:62749", + "accept": true, + "reason": "Exact same Slack manifest framing bug; straightforward duplicate." + }, + { + "left": "issue:66323", + "right": "issue:66324", + "accept": false, + "reason": "Different promotional/spam-like Chinese titles; no evidence they describe the same bug." + }, + { + "left": "issue:67233", + "right": "issue:67244", + "accept": true, + "reason": "Same ACP agent-run failure with identical title and description; clear duplicate." + }, + { + "left": "issue:67937", + "right": "issue:67938", + "accept": true, + "reason": "Same probe-timeout bug with the same cause described in the title." + }, + { + "left": "issue:66319", + "right": "issue:66323", + "accept": false, + "reason": "Promotional/spam-like issues with different wording; not the same concrete bug." + }, + { + "left": "issue:66319", + "right": "issue:66324", + "accept": false, + "reason": "Promotional/spam-like issues with different wording; not the same concrete bug." + }, + { + "left": "issue:66323", + "right": "issue:66325", + "accept": false, + "reason": "Promotional/spam-like issues with different wording; not the same concrete bug." + }, + { + "left": "issue:66324", + "right": "issue:66325", + "accept": false, + "reason": "Promotional/spam-like issues with different wording; not the same concrete bug." + }, + { + "left": "issue:67670", + "right": "issue:67673", + "accept": true, + "reason": "Same Cloudflare/proxy provider-blocking bug with identical title wording." + }, + { + "left": "issue:67994", + "right": "issue:68001", + "accept": true, + "reason": "Exact same Ollama/TUI reply regression." + }, + { + "left": "issue:66319", + "right": "issue:66325", + "accept": false, + "reason": "Promotional/spam-like issues with different wording; not the same concrete bug." + }, + { + "left": "issue:53871", + "right": "issue:53876", + "accept": true, + "reason": "Same Telegram post-upgrade configuration regression; titles differ only by formatting/version detail." + }, + { + "left": "issue:66597", + "right": "issue:66598", + "accept": true, + "reason": "Same webchat flicker-after-send bug, just phrased slightly differently." + }, + { + "left": "issue:68001", + "right": "issue:68002", + "accept": true, + "reason": "Same Ollama/TUI reply regression; later duplicate report." + }, + { + "left": "issue:67183", + "right": "issue:67191", + "accept": true, + "reason": "Same BOOT.md delivery bug with the same deliver:false root cause." + }, + { + "left": "issue:67994", + "right": "issue:68002", + "accept": true, + "reason": "Same Ollama/TUI reply regression; clearly the same issue family." + }, + { + "left": "issue:33537", + "right": "issue:33542", + "accept": false, + "reason": "Different extension targets (iMessage vs Slack); same symptom pattern, but not enough to prove one concrete bug." + }, + { + "left": "issue:67972", + "right": "issue:67984", + "accept": true, + "reason": "Same npm install failure for openclaw@latest in the same release." + }, + { + "left": "issue:33533", + "right": "issue:33542", + "accept": false, + "reason": "Different extension targets (Signal vs Slack); related symptom, but not the same concrete bug." + }, + { + "left": "issue:66942", + "right": "issue:66945", + "accept": true, + "reason": "Same generic trim TypeError title; likely the same crash report." + }, + { + "left": "issue:66848", + "right": "issue:67597", + "accept": true, + "reason": "Same generic trim TypeError; these look like duplicate crash reports." + }, + { + "left": "issue:66848", + "right": "issue:66942", + "accept": true, + "reason": "Same generic trim TypeError; these look like duplicate crash reports." + }, + { + "left": "issue:66848", + "right": "issue:66945", + "accept": true, + "reason": "Same generic trim TypeError; these look like duplicate crash reports." + }, + { + "left": "issue:65603", + "right": "issue:68735", + "accept": false, + "reason": "Titles only share a broad LLM-provider rejection theme; the packet gives no body-level or link evidence that they are the same concrete bug." + }, + { + "left": "issue:66942", + "right": "issue:67347", + "accept": true, + "reason": "Same trim TypeError family; the titles point to the same crash." + }, + { + "left": "issue:66942", + "right": "issue:67597", + "accept": true, + "reason": "Same trim TypeError family; the titles point to the same crash." + }, + { + "left": "issue:66848", + "right": "issue:67074", + "accept": true, + "reason": "Same trim TypeError regression, with one report localized into Chinese." + }, + { + "left": "issue:66624", + "right": "issue:67074", + "accept": true, + "reason": "Same onboarding/configure-channel trim crash family." + }, + { + "left": "issue:66641", + "right": "issue:66945", + "accept": true, + "reason": "Same trim crash family around onboarding/QuickStart." + }, + { + "left": "issue:66641", + "right": "issue:67347", + "accept": true, + "reason": "Same trim crash family around onboarding/QuickStart." + }, + { + "left": "issue:65193", + "right": "issue:66016", + "accept": true, + "reason": "Same cron runningAtMs TypeError; clear duplicate bug report." + }, + { + "left": "issue:66641", + "right": "issue:66942", + "accept": true, + "reason": "Same trim crash family around onboarding/QuickStart." + }, + { + "left": "issue:66641", + "right": "issue:66848", + "accept": true, + "reason": "Same trim crash family around onboarding/QuickStart." + }, + { + "left": "issue:66624", + "right": "issue:66848", + "accept": true, + "reason": "Same onboarding/configure-channel trim crash family." + }, + { + "left": "issue:66624", + "right": "issue:66942", + "accept": true, + "reason": "Same onboarding/configure-channel trim crash family." + }, + { + "left": "issue:66624", + "right": "issue:66945", + "accept": true, + "reason": "Same onboarding/configure-channel trim crash family." + }, + { + "left": "issue:66624", + "right": "issue:67074", + "accept": true, + "reason": "Same trim crash family; the Chinese report matches the same undefined.trim failure." + }, + { + "left": "issue:66641", + "right": "issue:67649", + "accept": true, + "reason": "Same QuickStart/onboarding trim crash, just phrased more generally in the second report." + }, + { + "left": "issue:66693", + "right": "issue:67347", + "accept": true, + "reason": "Same onboarding trim TypeError; both reports describe the same crash path." + }, + { + "left": "issue:66693", + "right": "issue:67597", + "accept": true, + "reason": "Same onboarding trim TypeError; both reports describe the same crash path." + }, + { + "left": "issue:66624", + "right": "issue:67516", + "accept": true, + "reason": "Same onboarding/configure-channel trim crash family." + }, + { + "left": "issue:64067", + "right": "issue:64975", + "accept": true, + "reason": "Same completion-cache failure: qa scenario pack missing qa/scenarios/index.md." + }, + { + "left": "issue:66693", + "right": "issue:67597", + "accept": true, + "reason": "Same onboarding trim TypeError; both reports describe the same crash path." + }, + { + "left": "issue:64602", + "right": "issue:65350", + "accept": true, + "reason": "Same memory-core narrative generation failure with idempotencyKey required." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "Overall the clustering is plausible, but at least one soft-edge accept is too strong for the evidence in the packet. In particular, issue:65603 vs issue:68735 only share a broad LLM-provider failure theme; the titles are not the same and the packet provides no body-level or link evidence that they are the same bug. Because the review needs to stay conservative on soft edges, I can\u2019t accept this set as-is." + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 2, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:30908", + "issue:33504", + "issue:33533", + "issue:33537", + "issue:33542", + "issue:35884", + "issue:55346", + "issue:55350", + "issue:62875", + "issue:62905", + "issue:63092", + "issue:63214", + "issue:63705", + "issue:64067", + "issue:64250", + "issue:64295", + "issue:64602", + "issue:64686", + "issue:64845", + "issue:64861", + "issue:64894", + "issue:65045", + "issue:65515", + "issue:65829", + "issue:65832", + "issue:66082", + "issue:66619", + "issue:66621", + "issue:66624", + "issue:66641", + "issue:66669", + "issue:66693", + "issue:66718", + "issue:66848", + "issue:66942", + "issue:66945", + "issue:67029", + "issue:67074", + "issue:67100", + "issue:67358", + "issue:67411", + "issue:67516", + "issue:67649", + "issue:68074", + "issue:68154", + "issue:68461", + "issue:68786" + ], + "soft_pairs": [ + "issue:66621|issue:66669", + "issue:66693|issue:66945", + "issue:64250|issue:68461", + "issue:66693|issue:66942", + "issue:67100|issue:67516", + "issue:65829|issue:65832", + "issue:63705|issue:64067", + "issue:55346|issue:55350", + "issue:63214|issue:64845", + "issue:67029|issue:68074", + "issue:64295|issue:64602", + "issue:67411|issue:67516", + "issue:68154|issue:68786", + "issue:33504|issue:33542", + "issue:66624|issue:66718", + "issue:64686|issue:65515", + "issue:33533|issue:33537", + "issue:66619|issue:67074", + "issue:66624|issue:67100", + "issue:66619|issue:67649", + "issue:66624|issue:67649", + "issue:30908|issue:35884", + "issue:66619|issue:66641", + "issue:64861|issue:64894", + "issue:62875|issue:62905", + "issue:66641|issue:67074", + "issue:66624|issue:67358", + "issue:64894|issue:65045", + "issue:66693|issue:67649", + "issue:66848|issue:67649", + "issue:63092|issue:66082" + ], + "prepared_review_unit_hash": "7a3e65dd8f0d430600aaad087b0b4ce6cc7a1abe8f8703af796fd6aa6316e682", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 31, + "serialized_chars": 36829, + "estimated_input_tokens": 9208, + "estimated_eval_tokens": 18672 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "The set is mostly several tight duplicate subgroups rather than one single bug: onboarding/\"trim\" TypeErrors, memory-core idempotencyKey failures, Telegram packaging/setup bugs, Discord reconnect crashes, and a few exact config/provenance/image-tool duplicates. No PRs are present.", + "confidence": 0.88, + "canonical_issue_reason": "Issue 66693 is the strongest consolidation target for the largest duplicate family: the onboarding/channel-selection \"trim\" TypeError. It has high discussion/inbound activity and clearly sits at the center of multiple near-duplicate reports.", + "canonical_pr_reason": null, + "best_issue_reason": "Same reason: 66693 is the most representative issue among the provided set for the biggest duplicate cluster, so it is the best single issue to keep as the canonical tracker.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:66621", + "right": "issue:66669", + "accept": true, + "reason": "Same user-facing webchat bug: user-sent image attachments are not rendered." + }, + { + "left": "issue:66693", + "right": "issue:66945", + "accept": true, + "reason": "Same onboarding trim TypeError reported with slightly different wording." + }, + { + "left": "issue:64250", + "right": "issue:68461", + "accept": true, + "reason": "Both report the same \"Context limit exceeded\" reset/conversation error." + }, + { + "left": "issue:66693", + "right": "issue:66942", + "accept": true, + "reason": "Same trim-related onboarding failure; titles describe the same crash." + }, + { + "left": "issue:67100", + "right": "issue:67516", + "accept": true, + "reason": "Same onboarding/channel-selection trim TypeError, just phrased differently." + }, + { + "left": "issue:65829", + "right": "issue:65832", + "accept": true, + "reason": "Exact same custom-provider image tool/model registry bug." + }, + { + "left": "issue:63705", + "right": "issue:64067", + "accept": true, + "reason": "Same completion-cache update failure: missing qa scenario pack path." + }, + { + "left": "issue:55346", + "right": "issue:55350", + "accept": true, + "reason": "Same Discord gateway reconnect crash around max reconnect attempts / close code 1006." + }, + { + "left": "issue:63214", + "right": "issue:64845", + "accept": true, + "reason": "Exact same memory-core dreaming failure requiring idempotencyKey." + }, + { + "left": "issue:67029", + "right": "issue:68074", + "accept": true, + "reason": "Same memory-core narrative session cleanup failure due to missing operator.admin scope." + }, + { + "left": "issue:64295", + "right": "issue:64602", + "accept": true, + "reason": "Same idempotencyKey-required dreaming narrative generation bug." + }, + { + "left": "issue:67411", + "right": "issue:67516", + "accept": true, + "reason": "Same trim TypeError during onboarding; one is a more specific save-phase report." + }, + { + "left": "issue:68154", + "right": "issue:68786", + "accept": true, + "reason": "Same security-audit false positive for bundled plugins being flagged as phantom." + }, + { + "left": "issue:33504", + "right": "issue:33542", + "accept": true, + "reason": "Same sendMedia/mediaLocalRoots forwarding bug in extension plugins; different plugin names but same defect pattern." + }, + { + "left": "issue:66624", + "right": "issue:66718", + "accept": true, + "reason": "Same trim TypeError in the channel-selection/configure onboarding flow." + }, + { + "left": "issue:64686", + "right": "issue:65515", + "accept": true, + "reason": "Same false provenance warning for ouraclaw in openclaw status." + }, + { + "left": "issue:33533", + "right": "issue:33537", + "accept": true, + "reason": "Same sendMedia/mediaLocalRoots forwarding bug across extension plugins." + }, + { + "left": "issue:66619", + "right": "issue:67074", + "accept": true, + "reason": "Same trim-related setup/onboarding crash; wording and locale differ but the error is the same." + }, + { + "left": "issue:66624", + "right": "issue:67100", + "accept": true, + "reason": "Same onboarding trim crash, one during channel selection and one during onboarding." + }, + { + "left": "issue:66619", + "right": "issue:67649", + "accept": true, + "reason": "Same undefined-trim crash in the QuickStart/setup path." + }, + { + "left": "issue:66624", + "right": "issue:67649", + "accept": true, + "reason": "Same trim TypeError in onboarding/QuickStart flow." + }, + { + "left": "issue:30908", + "right": "issue:35884", + "accept": true, + "reason": "Same duplicate-plugin-id warning for the feishu bundled plugin." + }, + { + "left": "issue:66619", + "right": "issue:66641", + "accept": true, + "reason": "Same undefined-trim crash triggered during channel selection in onboarding." + }, + { + "left": "issue:64861", + "right": "issue:64894", + "accept": true, + "reason": "Same OpenAI Codex OAuth invalid_scope/model.request failure." + }, + { + "left": "issue:62875", + "right": "issue:62905", + "accept": true, + "reason": "Same Telegram bundled-plugin packaging bug: missing required src files." + }, + { + "left": "issue:66693", + "right": "issue:67649", + "accept": true, + "reason": "Same trim TypeError in onboarding/QuickStart; both describe the same crash family." + }, + { + "left": "issue:66848", + "right": "issue:67649", + "accept": true, + "reason": "Same generic trim TypeError during onboarding/QuickStart setup." + }, + { + "left": "issue:63092", + "right": "issue:66082", + "accept": true, + "reason": "Same memory-wiki bridge artifact-export issue showing zero artifacts despite memory-core content being present." + }, + { + "left": "issue:66624", + "right": "issue:66718", + "accept": true, + "reason": "Same trim TypeError in the configure/onboarding channel-selection flow." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet: it correctly identifies multiple separate duplicate clusters, names 66693 as the strongest canonical target for the largest trim/TypeError cluster, and correctly notes that no PRs are present. The soft-edge acceptances are generally conservative enough given the titles and the shared error strings." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 3, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:31959", + "issue:35095", + "issue:53294", + "issue:53558", + "issue:53618", + "issue:62409", + "issue:62875", + "issue:62886", + "issue:63092", + "issue:63197", + "issue:63214", + "issue:63510", + "issue:63569", + "issue:63665", + "issue:63705", + "issue:63768", + "issue:64019", + "issue:64067", + "issue:64295", + "issue:64348", + "issue:64510", + "issue:64551", + "issue:64602", + "issue:64833", + "issue:64932", + "issue:64975", + "issue:65045", + "issue:65276", + "issue:65350", + "issue:65695", + "issue:65698", + "issue:66096", + "issue:66099", + "issue:66480", + "issue:66527", + "issue:66619", + "issue:66641", + "issue:66693", + "issue:67074", + "issue:67076", + "issue:67291", + "issue:67358", + "issue:67411", + "issue:67516", + "issue:67786", + "issue:67837", + "issue:68828" + ], + "soft_pairs": [ + "issue:63569|issue:64348", + "issue:63092|issue:64510", + "issue:66619|issue:67837", + "issue:62875|issue:62886", + "issue:66693|issue:67074", + "issue:35095|issue:67786", + "issue:64019|issue:64295", + "issue:66693|issue:67358", + "issue:64067|issue:64932", + "issue:67076|issue:67291", + "issue:53294|issue:53558", + "issue:63092|issue:63197", + "issue:63665|issue:63705", + "issue:53618|issue:66480", + "issue:63665|issue:64067", + "issue:63214|issue:64602", + "issue:67358|issue:67837", + "issue:66619|issue:67516", + "issue:64833|issue:65045", + "issue:66641|issue:67516", + "issue:63214|issue:65350", + "issue:64295|issue:65350", + "issue:66096|issue:66527", + "issue:64932|issue:64975", + "issue:63705|issue:64932", + "issue:67358|issue:67411", + "issue:62409|issue:65276", + "issue:65695|issue:66099", + "issue:63510|issue:63768", + "issue:65698|issue:68828", + "issue:31959|issue:64551" + ], + "prepared_review_unit_hash": "69cda03efeadfbfbc0d7c971b1b8a6b6c43cfb182b91af05f811aa5e83571263", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 31, + "serialized_chars": 36554, + "estimated_input_tokens": 9139, + "estimated_eval_tokens": 18534 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Mostly duplicate bug families: onboarding trim crashes, missing QA scenario packs/completion-cache failures, memory-wiki artifact import regressions, Telegram packaging/leak issues, and a few auth/runtime bugs. I accepted the same-underlying-defect pairs and rejected the WebChat image-upload pair because it is a feature request, not the same bugfix.", + "confidence": 0.79, + "canonical_issue_reason": "Best global issue anchor: issue:66693 is the most generic and representative report for the recurring onboarding \"Cannot read properties of undefined (reading 'trim')\" crash family, and it spans the broader channel-specific variants.", + "canonical_pr_reason": null, + "best_issue_reason": "Most suitable overall issue representative because it captures the shared onboarding trim-crash pattern with broad wording and strong duplicate signal across several variants.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:63569", + "right": "issue:64348", + "accept": true, + "reason": "Same missing qa/scenarios files causing completion-cache generation to fail." + }, + { + "left": "issue:63092", + "right": "issue:64510", + "accept": true, + "reason": "Same memory-wiki bridge regression: 0 artifacts imported despite memory-core public artifacts." + }, + { + "left": "issue:66619", + "right": "issue:67837", + "accept": true, + "reason": "Same undefined-trim onboarding/setup crash, reported through different channel-specific flows." + }, + { + "left": "issue:62875", + "right": "issue:62886", + "accept": true, + "reason": "Same Telegram packaging regression: bundled plugin missing src/ and setup-entry.js points at it." + }, + { + "left": "issue:66693", + "right": "issue:67074", + "accept": true, + "reason": "Same onboarding trim crash, with only wording/localization differences." + }, + { + "left": "issue:35095", + "right": "issue:67786", + "accept": true, + "reason": "Same Google Chat inbound webhook 401/auth failure despite valid audience/token." + }, + { + "left": "issue:64019", + "right": "issue:64295", + "accept": true, + "reason": "Same idempotencyKey-required failure in memory-core dreaming narrative generation." + }, + { + "left": "issue:66693", + "right": "issue:67358", + "accept": true, + "reason": "Same trim-related onboarding crash, surfaced in another setup path." + }, + { + "left": "issue:64067", + "right": "issue:64932", + "accept": true, + "reason": "Same completion-cache failure caused by missing qa/scenarios/index.md." + }, + { + "left": "issue:67076", + "right": "issue:67291", + "accept": true, + "reason": "Same undefined-trim onboarding crash; 67291 is the more detailed report." + }, + { + "left": "issue:53294", + "right": "issue:53558", + "accept": true, + "reason": "Same memory status bug reporting 0 files/chunks with the QMD backend." + }, + { + "left": "issue:63092", + "right": "issue:63197", + "accept": true, + "reason": "Same memory-wiki bridge regression where imports return 0 artifacts." + }, + { + "left": "issue:63665", + "right": "issue:63705", + "accept": true, + "reason": "Same completion-cache update failure: QA scenario pack not found at qa/scenarios/index.md." + }, + { + "left": "issue:53618", + "right": "issue:66480", + "accept": false, + "reason": "WebChat image upload is a feature request, not the same underlying bugfix as a duplicate bug report." + }, + { + "left": "issue:63665", + "right": "issue:64067", + "accept": true, + "reason": "Same missing QA scenario pack error during completion-cache update." + }, + { + "left": "issue:63214", + "right": "issue:64602", + "accept": true, + "reason": "Same memory-core narrative generation failure requiring idempotencyKey." + }, + { + "left": "issue:67358", + "right": "issue:67837", + "accept": true, + "reason": "Same trim-related onboarding crash, reported from different setup flows." + }, + { + "left": "issue:66619", + "right": "issue:67516", + "accept": true, + "reason": "Same undefined-trim onboarding/setup crash." + }, + { + "left": "issue:64833", + "right": "issue:65045", + "accept": true, + "reason": "Same OpenAI Codex OAuth invalid_scope redirect problem; one report emphasizes the misleading callback symptom." + }, + { + "left": "issue:66641", + "right": "issue:67516", + "accept": true, + "reason": "Same onboarding/installer trim crash during setup." + }, + { + "left": "issue:64295", + "right": "issue:65350", + "accept": true, + "reason": "Same idempotencyKey-required error in memory-core narrative generation." + }, + { + "left": "issue:66096", + "right": "issue:66527", + "accept": true, + "reason": "Same missing subagent-registry.runtime.js npm packaging regression." + }, + { + "left": "issue:64932", + "right": "issue:64975", + "accept": true, + "reason": "Same CLI/completion failure caused by missing qa/scenarios/index.md." + }, + { + "left": "issue:63705", + "right": "issue:64932", + "accept": true, + "reason": "Same completion-cache missing scenario pack bug." + }, + { + "left": "issue:67358", + "right": "issue:67411", + "accept": true, + "reason": "Same undefined-trim onboarding/setup error during save/setup flow." + }, + { + "left": "issue:62409", + "right": "issue:65276", + "accept": true, + "reason": "Same Telegram leak of commentary-phase assistant text into user-visible chat." + }, + { + "left": "issue:65695", + "right": "issue:66099", + "accept": true, + "reason": "Same Chrome CDP startup/connectivity failure: websocket not reachable after start." + }, + { + "left": "issue:63510", + "right": "issue:63768", + "accept": true, + "reason": "Same completion-cache generation/update failure from missing qa/scenarios/index.md." + }, + { + "left": "issue:65698", + "right": "issue:68828", + "accept": true, + "reason": "Same memory-wiki bridge artifact-import regression tied to publicArtifacts access/restoration." + }, + { + "left": "issue:31959", + "right": "issue:64551", + "accept": true, + "reason": "Same macOS node regression where system.run.prepare is missing and exec host=node fails." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "The cluster summary is mostly grounded, but at least one soft-edge verdict is too aggressive: issue:53618 vs issue:66480 is a feature request for WebChat image upload, not the same bugfix as a duplicate bug report, so it should not be accepted as mergeable into one PR. A few other cross-channel trim pairs are also only soft-similarity and should be phrased more conservatively." + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 4, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:33554", + "issue:33561", + "issue:35045", + "issue:35051", + "issue:53174", + "issue:53386", + "issue:53472", + "issue:61033", + "issue:62038", + "issue:62272", + "issue:62574", + "issue:62875", + "issue:62904", + "issue:63092", + "issue:63225", + "issue:64011", + "issue:64295", + "issue:64590", + "issue:64845", + "issue:64861", + "issue:65045", + "issue:65193", + "issue:65281", + "issue:65350", + "issue:65529", + "issue:65698", + "issue:65840", + "issue:66078", + "issue:66486", + "issue:66619", + "issue:66624", + "issue:66641", + "issue:66688", + "issue:66693", + "issue:66848", + "issue:67072", + "issue:67076", + "issue:67081", + "issue:67100", + "issue:67190", + "issue:67291", + "issue:67353", + "issue:67358", + "issue:67684", + "issue:67930", + "issue:67931", + "issue:68484" + ], + "soft_pairs": [ + "issue:62038|issue:64011", + "issue:64295|issue:64845", + "issue:67930|issue:67931", + "issue:67072|issue:67081", + "issue:35045|issue:35051", + "issue:66619|issue:67100", + "issue:65840|issue:66486", + "issue:66619|issue:66848", + "issue:66641|issue:67100", + "issue:33554|issue:33561", + "issue:66619|issue:66624", + "issue:66848|issue:67076", + "issue:66624|issue:67684", + "issue:66624|issue:66693", + "issue:53174|issue:53472", + "issue:66078|issue:66688", + "issue:66693|issue:67100", + "issue:65193|issue:66619", + "issue:64590|issue:65350", + "issue:67291|issue:67358", + "issue:62574|issue:65529", + "issue:62875|issue:62904", + "issue:63092|issue:65698", + "issue:67291|issue:67353", + "issue:65193|issue:66624", + "issue:65281|issue:68484", + "issue:62272|issue:63225", + "issue:67100|issue:67684", + "issue:64861|issue:65045", + "issue:53386|issue:61033", + "issue:66624|issue:67076", + "issue:63092|issue:67190", + "issue:66693|issue:67291", + "issue:66693|issue:67353", + "issue:65193|issue:66641" + ], + "prepared_review_unit_hash": "2aac75f1629d008a8cf91fa96b0ef8ffd96bb027ea0d64f366efc002ad81ce47", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 35, + "serialized_chars": 37678, + "estimated_input_tokens": 9420, + "estimated_eval_tokens": 19096 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This cluster is dominated by a few duplicate bug families: the onboarding/channel-selection `trim` crash, memory narrative generation `idempotencyKey` failures, and a couple of webchat/image/wikibridge regressions. No PRs are present, so the analysis is issue-only.", + "confidence": 0.88, + "canonical_issue_reason": "issue:67291 is the strongest representative of the large onboarding `trim` crash family: it has a clear repro, broad symptom coverage (channel setup / skip flow), and the highest discussion/inbound activity among the overlapping reports.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:67291 best represents the dominant duplicate set and is the clearest single issue to keep as the canonical onboarding crash report.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:62038", + "right": "issue:64011", + "accept": false, + "reason": "Same exception text, but different providers and contexts (Telegram gateway crash-loop vs Discord Windows crash), so this is not clearly the same underlying bug." + }, + { + "left": "issue:64295", + "right": "issue:64845", + "accept": true, + "reason": "Both report memory-core narrative generation failing because `idempotencyKey` is required / missing." + }, + { + "left": "issue:67930", + "right": "issue:67931", + "accept": true, + "reason": "Exact duplicate feature request asking for llama.cpp support." + }, + { + "left": "issue:67072", + "right": "issue:67081", + "accept": true, + "reason": "Same webchat symptom: a sent user message does not render immediately and only appears after the assistant responds." + }, + { + "left": "issue:35045", + "right": "issue:35051", + "accept": false, + "reason": "Related malformed-content crashes, but one is in the response parser and the other in input conversion, so they are different code paths." + }, + { + "left": "issue:66619", + "right": "issue:67100", + "accept": true, + "reason": "Same onboarding/channel-selection `trim` TypeError during channel setup." + }, + { + "left": "issue:65840", + "right": "issue:66486", + "accept": true, + "reason": "Both describe the image tool rejecting a registered `imageModel` as `Unknown model`." + }, + { + "left": "issue:66619", + "right": "issue:66848", + "accept": true, + "reason": "Both are the same `Cannot read properties of undefined (reading 'trim')` onboarding/setup crash." + }, + { + "left": "issue:66641", + "right": "issue:67100", + "accept": true, + "reason": "Same onboarding channel-selection `trim` crash with the same failure mode." + }, + { + "left": "issue:33554", + "right": "issue:33561", + "accept": false, + "reason": "Similar outbound-send behavior, but Discord and Mattermost are different extensions and the threadId handling is not the same concrete bug." + }, + { + "left": "issue:66619", + "right": "issue:66624", + "accept": true, + "reason": "Both reports point to the same onboarding/channel-selection `trim` error." + }, + { + "left": "issue:66848", + "right": "issue:67076", + "accept": true, + "reason": "Same undefined-`trim` TypeError report, just phrased differently." + }, + { + "left": "issue:66624", + "right": "issue:67684", + "accept": true, + "reason": "Same onboarding `trim` crash; the second report is just a typoed variant of the same error." + }, + { + "left": "issue:66624", + "right": "issue:66693", + "accept": true, + "reason": "Same onboarding/channel-selection `trim` exception." + }, + { + "left": "issue:53174", + "right": "issue:53472", + "accept": true, + "reason": "Both `/btw` reports fail with the same `400 [] is too short - 'tools'` error, suggesting the same request-construction bug." + }, + { + "left": "issue:66078", + "right": "issue:66688", + "accept": true, + "reason": "Exact same memory embedding provider problem: Ollama is not recognized." + }, + { + "left": "issue:66693", + "right": "issue:67100", + "accept": true, + "reason": "Same onboarding `trim` crash during channel selection/setup." + }, + { + "left": "issue:65193", + "right": "issue:66619", + "accept": false, + "reason": "Different subsystems and different failures: cron `runningAtMs` vs onboarding `trim`." + }, + { + "left": "issue:64590", + "right": "issue:65350", + "accept": true, + "reason": "Same memory-core narrative generation failure caused by missing `idempotencyKey`." + }, + { + "left": "issue:67291", + "right": "issue:67358", + "accept": true, + "reason": "Both are the same onboarding `trim` crash, with Telegram called out in one report." + }, + { + "left": "issue:62574", + "right": "issue:65529", + "accept": false, + "reason": "Both concern missing TTS provider registration, but they name different providers (Microsoft TTS vs Microsoft Edge TTS), so they are not clearly the same bug." + }, + { + "left": "issue:62875", + "right": "issue:62904", + "accept": true, + "reason": "Same Telegram bundled-plugin packaging issue: missing `src/` causes config load failure." + }, + { + "left": "issue:63092", + "right": "issue:65698", + "accept": true, + "reason": "Same memory-wiki bridge import failure returning 0 artifacts, with the later report identifying the cached-registry/publicArtifacts root cause." + }, + { + "left": "issue:67291", + "right": "issue:67353", + "accept": true, + "reason": "Same onboarding crash on `trim` when setting up channels, including the skip-channel path." + }, + { + "left": "issue:65193", + "right": "issue:66624", + "accept": false, + "reason": "Cron `runningAtMs` error and onboarding `trim` error are unrelated." + }, + { + "left": "issue:65281", + "right": "issue:68484", + "accept": true, + "reason": "Both report webchat image paste/send not working in the same version window." + }, + { + "left": "issue:62272", + "right": "issue:63225", + "accept": true, + "reason": "Exact duplicate `Cannot find module '@buape/carbon'` update failure." + }, + { + "left": "issue:67100", + "right": "issue:67684", + "accept": true, + "reason": "Same onboarding `trim` crash; one report just misspells `undefined`." + }, + { + "left": "issue:64861", + "right": "issue:65045", + "accept": true, + "reason": "Same OpenAI Codex OAuth `invalid_scope` failure for `model.request`." + }, + { + "left": "issue:53386", + "right": "issue:61033", + "accept": true, + "reason": "Same WhatsApp self-message echo loop causing infinite replies." + }, + { + "left": "issue:66624", + "right": "issue:67076", + "accept": true, + "reason": "Same `trim` TypeError during onboarding/channel selection." + }, + { + "left": "issue:63092", + "right": "issue:67190", + "accept": true, + "reason": "Both describe the wiki bridge import returning 0 artifacts; the CLI-vs-gateway detail still points to the same underlying import bug." + }, + { + "left": "issue:65193", + "right": "issue:66641", + "accept": false, + "reason": "Different failure modes and subsystems: cron undefined state vs onboarding `trim` crash." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet: the onboarding `trim` crash family is clearly the largest cluster, the memory-core `idempotencyKey` reports are a smaller duplicate set, and the remaining webchat/image/wiki items are reasonably characterized as separate smaller regressions. The soft-edge verdicts are generally conservative, with the non-duplicates rejected and the clear near-duplicates accepted." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 5, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:53824", + "issue:62819", + "issue:62868", + "issue:62905", + "issue:63197", + "issue:63429", + "issue:63510", + "issue:63541", + "issue:63681", + "issue:64011", + "issue:64019", + "issue:64499", + "issue:64510", + "issue:64551", + "issue:64590", + "issue:64602", + "issue:64668", + "issue:64894", + "issue:64947", + "issue:65009", + "issue:65193", + "issue:65350", + "issue:65698", + "issue:65740", + "issue:65890", + "issue:65908", + "issue:65990", + "issue:66050", + "issue:66077", + "issue:66078", + "issue:66099", + "issue:66163", + "issue:66328", + "issue:66335", + "issue:66518", + "issue:66611", + "issue:66619", + "issue:66641", + "issue:66688", + "issue:66693", + "issue:66839", + "issue:66958", + "issue:67076", + "issue:67104", + "issue:67922", + "issue:68027", + "issue:68117" + ], + "soft_pairs": [ + "issue:64551|issue:66839", + "issue:65890|issue:65908", + "issue:66641|issue:67076", + "issue:64011|issue:65009", + "issue:64499|issue:66839", + "issue:66619|issue:66693", + "issue:66611|issue:68027", + "issue:63429|issue:66688", + "issue:63510|issue:63541", + "issue:63429|issue:66078", + "issue:64894|issue:64947", + "issue:65990|issue:68117", + "issue:53824|issue:62819", + "issue:62868|issue:62905", + "issue:66050|issue:66099", + "issue:64590|issue:64602", + "issue:66693|issue:67076", + "issue:65193|issue:66693", + "issue:64668|issue:65698", + "issue:66077|issue:66518", + "issue:65990|issue:66335", + "issue:63681|issue:66163", + "issue:63197|issue:64510", + "issue:66077|issue:66688", + "issue:64019|issue:65350", + "issue:65740|issue:66099", + "issue:66958|issue:67104", + "issue:63681|issue:66077", + "issue:66328|issue:67922" + ], + "prepared_review_unit_hash": "b566ee39956d43b49772e9d8b844ef24b104840742b8b2825c76b6b7e02d7502", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 29, + "serialized_chars": 36152, + "estimated_input_tokens": 9038, + "estimated_eval_tokens": 18332 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This cluster is actually several duplicate subclusters: browser/CDP startup and attach/connect failures, memory embedding-provider resolution errors for `ollama`, Telegram/onboarding `trim` crashes, memory-wiki bridge artifact export failures, and a few smaller cron/idempotency/manifest issues. I accepted only the pairs that clearly share the same concrete bug path.", + "confidence": 0.88, + "canonical_issue_reason": "issue:66050 is the most generic and representative browser/CDP report: it describes the shared failure mode without extra environment-specific framing, and it aligns with several near-identical CDP websocket duplicates.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:66050 is the strongest overall issue representative for the largest browser/CDP duplicate subcluster; its wording is broad enough to cover the same underlying startup/connectivity failure seen in the related reports.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:64551", + "right": "issue:66839", + "accept": true, + "reason": "Same macOS node bug: `system.run.prepare` is missing, so `exec host=node` fails." + }, + { + "left": "issue:65890", + "right": "issue:65908", + "accept": true, + "reason": "Same QMD collection mismatch causing search to fall back to builtin." + }, + { + "left": "issue:66641", + "right": "issue:67076", + "accept": true, + "reason": "Both report the same onboarding/install `trim` crash path." + }, + { + "left": "issue:64011", + "right": "issue:65009", + "accept": true, + "reason": "Same gateway zombie-connection crash after disconnect/restart, including systemd restart behavior." + }, + { + "left": "issue:64499", + "right": "issue:66839", + "accept": true, + "reason": "Same macOS companion/node `system.run.prepare` advertising failure breaking `exec host=node`." + }, + { + "left": "issue:66619", + "right": "issue:66693", + "accept": true, + "reason": "Same setup/onboarding `trim` undefined crash." + }, + { + "left": "issue:66611", + "right": "issue:68027", + "accept": true, + "reason": "Same browser attachOnly/CDP connection failure around the `openclaw` profile." + }, + { + "left": "issue:63429", + "right": "issue:66688", + "accept": true, + "reason": "Same `Unknown memory embedding provider: ollama` error in memory indexing commands." + }, + { + "left": "issue:63510", + "right": "issue:63541", + "accept": true, + "reason": "Same missing `qa/scenarios/index.md` published-dist problem crashing completion cache generation." + }, + { + "left": "issue:63429", + "right": "issue:66078", + "accept": true, + "reason": "Same `ollama` provider resolution bug." + }, + { + "left": "issue:64894", + "right": "issue:64947", + "accept": true, + "reason": "Same OpenAI Codex OAuth scope regression (`invalid_scope` for `model.request` / `api.responses.write`)." + }, + { + "left": "issue:65990", + "right": "issue:68117", + "accept": true, + "reason": "Same Chrome CDP websocket-not-reachable startup failure." + }, + { + "left": "issue:53824", + "right": "issue:62819", + "accept": true, + "reason": "Both describe cron delivery failing in isolated session after gateway restart." + }, + { + "left": "issue:62868", + "right": "issue:62905", + "accept": true, + "reason": "Same bundled Telegram plugin startup failure from missing `src/channel.setup.js`." + }, + { + "left": "issue:66050", + "right": "issue:66099", + "accept": true, + "reason": "Same CDP websocket not reachable after Chrome start." + }, + { + "left": "issue:64590", + "right": "issue:64602", + "accept": true, + "reason": "Same narrative generation failure caused by missing `idempotencyKey`." + }, + { + "left": "issue:66693", + "right": "issue:67076", + "accept": true, + "reason": "Same `trim` undefined onboarding crash, just reported with different wording." + }, + { + "left": "issue:65193", + "right": "issue:66693", + "accept": false, + "reason": "Different bugs: cron `runningAtMs` undefined vs onboarding `trim` crash." + }, + { + "left": "issue:64668", + "right": "issue:65698", + "accept": true, + "reason": "Same memory-wiki bridge import failure; 65698 gives the root cause of missing restored public artifacts." + }, + { + "left": "issue:66077", + "right": "issue:66518", + "accept": true, + "reason": "Same `Unknown memory embedding provider: ollama` bug in deep/status memory commands." + }, + { + "left": "issue:65990", + "right": "issue:66335", + "accept": true, + "reason": "Same browser startup/CDP websocket failure, with manual CDP working as the contrasting symptom." + }, + { + "left": "issue:63681", + "right": "issue:66163", + "accept": true, + "reason": "Same `ollama` provider error hitting CLI memory commands." + }, + { + "left": "issue:63197", + "right": "issue:64510", + "accept": true, + "reason": "Same memory-wiki bridge import regression with zero imported artifacts." + }, + { + "left": "issue:66077", + "right": "issue:66688", + "accept": true, + "reason": "Same `ollama` provider resolution failure during memory index/status operations." + }, + { + "left": "issue:64019", + "right": "issue:65350", + "accept": true, + "reason": "Same missing `idempotencyKey` required-property failure in narrative generation." + }, + { + "left": "issue:65740", + "right": "issue:66099", + "accept": true, + "reason": "Same Chrome CDP websocket startup failure; 65740 is the macOS ARM64 variant." + }, + { + "left": "issue:66958", + "right": "issue:67104", + "accept": true, + "reason": "Same Telegram command-menu initialization bug where runtime registration resolves to empty." + }, + { + "left": "issue:63681", + "right": "issue:66077", + "accept": true, + "reason": "Same `ollama` provider bug across memory command paths." + }, + { + "left": "issue:66328", + "right": "issue:67922", + "accept": false, + "reason": "Related Dream Diary output issues, but one is stdout-vs-file and the other is extra daily-memory-file writes; not the same concrete bug." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The cluster summary is grounded in the packet and stays appropriately conservative. The accepted soft pairs are generally supported by the titles, and the representative issue choice (66050) is a reasonable generic browser/CDP anchor for the largest subcluster." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 6, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:31633", + "issue:36185", + "issue:48624", + "issue:49395", + "issue:52605", + "issue:53231", + "issue:53558", + "issue:53592", + "issue:53888", + "issue:53927", + "issue:57542", + "issue:62886", + "issue:62898", + "issue:62920", + "issue:62995", + "issue:63157", + "issue:63184", + "issue:63214", + "issue:63314", + "issue:63465", + "issue:63510", + "issue:63541", + "issue:63705", + "issue:63768", + "issue:63946", + "issue:64019", + "issue:64226", + "issue:64295", + "issue:64475", + "issue:64590", + "issue:64602", + "issue:64668", + "issue:65092", + "issue:65434", + "issue:65722", + "issue:66016", + "issue:66097", + "issue:66382", + "issue:66480", + "issue:66487", + "issue:66619", + "issue:66624", + "issue:66641", + "issue:66693", + "issue:67411", + "issue:67573", + "issue:67622", + "issue:68828" + ], + "soft_pairs": [ + "issue:66016|issue:66624", + "issue:66016|issue:66619", + "issue:31633|issue:36185", + "issue:62886|issue:62898", + "issue:64475|issue:67573", + "issue:62920|issue:63465", + "issue:65092|issue:65722", + "issue:63214|issue:64590", + "issue:63541|issue:63768", + "issue:48624|issue:52605", + "issue:66016|issue:66641", + "issue:65092|issue:68828", + "issue:53592|issue:62995", + "issue:64668|issue:65722", + "issue:66480|issue:67622", + "issue:63314|issue:64226", + "issue:63946|issue:68828", + "issue:63510|issue:63705", + "issue:64019|issue:64602", + "issue:62898|issue:63184", + "issue:53231|issue:53558", + "issue:64295|issue:64590", + "issue:66382|issue:66487", + "issue:63157|issue:63946", + "issue:66016|issue:66693", + "issue:53888|issue:57542", + "issue:49395|issue:53927", + "issue:63705|issue:63768", + "issue:65434|issue:66097", + "issue:66624|issue:67411" + ], + "prepared_review_unit_hash": "02980820bfcf212b31bc50487a5ff401d4fcc59a1be8d4745d93923558e9133a", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 30, + "serialized_chars": 36931, + "estimated_input_tokens": 9233, + "estimated_eval_tokens": 18722 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This cluster is not one duplicate set; it contains several distinct bug families. Most soft edges within the same family are true duplicates (BlueBubbles webhook 404, memory-core idempotencyKey, completion-cache missing file, memory-wiki capability restore, WhatsApp/Bedrock auth, etc.), but a few are false positives where only the subsystem or generic symptom overlaps.", + "confidence": 0.94, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": null, + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:66016", + "right": "issue:66624", + "accept": false, + "reason": "Different bugs: cron runningAtMs error vs onboarding trim error." + }, + { + "left": "issue:66016", + "right": "issue:66619", + "accept": false, + "reason": "Different bugs: cron failure vs Telegram setup trim error." + }, + { + "left": "issue:31633", + "right": "issue:36185", + "accept": true, + "reason": "Same media-root bug; both say handlers/tools use default roots instead of agent-scoped roots." + }, + { + "left": "issue:62886", + "right": "issue:62898", + "accept": true, + "reason": "Same setup-entry path bug affecting Telegram and other channel plugins." + }, + { + "left": "issue:64475", + "right": "issue:67573", + "accept": true, + "reason": "Same /new and /reset model-override clearing issue." + }, + { + "left": "issue:62920", + "right": "issue:63465", + "accept": true, + "reason": "Same managed-dreaming cron not being created after startup/config changes." + }, + { + "left": "issue:65092", + "right": "issue:65722", + "accept": false, + "reason": "Related memory-wiki import failures, but different suspected causes (cache capability loss vs CLI runtime init)." + }, + { + "left": "issue:63214", + "right": "issue:64590", + "accept": true, + "reason": "Same idempotencyKey-required failure in dreaming narrative generation." + }, + { + "left": "issue:63541", + "right": "issue:63768", + "accept": false, + "reason": "Both mention missing qa/scenarios/index.md, but one is a published-dist/install issue and the other is a cache refresh issue; not clearly the same code path." + }, + { + "left": "issue:48624", + "right": "issue:52605", + "accept": true, + "reason": "Same BlueBubbles webhook 404 route failure after upgrade." + }, + { + "left": "issue:66016", + "right": "issue:66641", + "accept": false, + "reason": "Different bugs: cron runningAtMs error vs onboarding trim error." + }, + { + "left": "issue:65092", + "right": "issue:68828", + "accept": true, + "reason": "Same memory-wiki import failure caused by capability exposure/restore problems." + }, + { + "left": "issue:53592", + "right": "issue:62995", + "accept": true, + "reason": "Same Bedrock aws-sdk auth-mode regression; API key lookup fails under instance role." + }, + { + "left": "issue:64668", + "right": "issue:65722", + "accept": true, + "reason": "Same memory-wiki bridge import failure; both point to missing plugin/runtime initialization." + }, + { + "left": "issue:66480", + "right": "issue:67622", + "accept": true, + "reason": "Same feature request for image/file upload in Control UI webchat." + }, + { + "left": "issue:63314", + "right": "issue:64226", + "accept": true, + "reason": "Same WhatsApp media-send silent failure around `hasMedia: false` in 2026.4.5+." + }, + { + "left": "issue:63946", + "right": "issue:68828", + "accept": true, + "reason": "Same memory-wiki bridge import/capability bug." + }, + { + "left": "issue:63510", + "right": "issue:63705", + "accept": true, + "reason": "Same completion-cache crash from missing qa/scenarios/index.md." + }, + { + "left": "issue:64019", + "right": "issue:64602", + "accept": true, + "reason": "Same missing idempotencyKey failure in memory-core narrative generation." + }, + { + "left": "issue:62898", + "right": "issue:63184", + "accept": true, + "reason": "Same non-existent ./src path in setup-entry.js breaking Telegram/channel plugins." + }, + { + "left": "issue:53231", + "right": "issue:53558", + "accept": true, + "reason": "Same QMD memory-status bug showing 0 files/0 chunks despite populated index." + }, + { + "left": "issue:64295", + "right": "issue:64590", + "accept": true, + "reason": "Same idempotencyKey-required narrative generation failure." + }, + { + "left": "issue:66382", + "right": "issue:66487", + "accept": true, + "reason": "Same heartbeat exec-event prompt bug dropping the real payload and falling back to generic text." + }, + { + "left": "issue:63157", + "right": "issue:63946", + "accept": true, + "reason": "Same cached-plugin-restore bug that drops memory capability and breaks bridge imports." + }, + { + "left": "issue:66016", + "right": "issue:66693", + "accept": false, + "reason": "Different bugs: cron runningAtMs error vs onboarding trim error." + }, + { + "left": "issue:53888", + "right": "issue:57542", + "accept": true, + "reason": "Same Google Chat app-url auth problem: appPrincipal/JWT-sub requirement is undocumented and failures are silent." + }, + { + "left": "issue:49395", + "right": "issue:53927", + "accept": true, + "reason": "Same BlueBubbles webhook POST 404 after plugin reports listening." + }, + { + "left": "issue:63705", + "right": "issue:63768", + "accept": true, + "reason": "Same completion-cache missing qa/scenarios/index.md failure." + }, + { + "left": "issue:65434", + "right": "issue:66097", + "accept": true, + "reason": "Same attachOnly CDP profile misdetected as not running despite healthy /json/version." + }, + { + "left": "issue:66624", + "right": "issue:67411", + "accept": true, + "reason": "Same onboarding trim/null-input failure during channel/model setup." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet: it correctly notes multiple distinct bug families rather than one duplicate set, and the soft-edge calls are mostly conservative based on the titles. The false edges are appropriately cautious where the symptoms are similar but the suspected causes differ. " + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 7, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:31959", + "issue:33533", + "issue:33537", + "issue:33542", + "issue:33548", + "issue:35045", + "issue:35063", + "issue:51824", + "issue:52482", + "issue:52766", + "issue:53168", + "issue:56193", + "issue:61724", + "issue:62049", + "issue:62158", + "issue:63569", + "issue:63681", + "issue:63693", + "issue:63768", + "issue:64012", + "issue:64499", + "issue:64551", + "issue:64667", + "issue:64894", + "issue:64912", + "issue:64947", + "issue:65045", + "issue:65082", + "issue:65431", + "issue:65518", + "issue:65523", + "issue:66189", + "issue:66518", + "issue:66619", + "issue:66641", + "issue:66839", + "issue:66848", + "issue:67044", + "issue:67684", + "issue:67806", + "issue:67837", + "issue:67907", + "issue:67999", + "issue:68172", + "issue:68261", + "issue:68810", + "issue:68815" + ], + "soft_pairs": [ + "issue:63681|issue:66518", + "issue:66189|issue:67044", + "issue:63569|issue:65082", + "issue:62049|issue:63693", + "issue:64499|issue:64551", + "issue:64947|issue:65045", + "issue:52766|issue:53168", + "issue:63768|issue:65082", + "issue:56193|issue:61724", + "issue:31959|issue:66839", + "issue:66619|issue:67684", + "issue:35045|issue:35063", + "issue:33542|issue:33548", + "issue:68810|issue:68815", + "issue:66848|issue:67837", + "issue:65518|issue:65523", + "issue:64912|issue:65082", + "issue:65431|issue:68172", + "issue:66641|issue:67684", + "issue:64667|issue:64894", + "issue:67806|issue:67999", + "issue:62158|issue:64012", + "issue:33533|issue:33548", + "issue:67907|issue:68261", + "issue:33537|issue:33548", + "issue:51824|issue:52482" + ], + "prepared_review_unit_hash": "21e79fe93919307dd6df096831c79879f87b0474bab812cfff408c2c67d0caf1", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 26, + "serialized_chars": 35101, + "estimated_input_tokens": 8776, + "estimated_eval_tokens": 17808 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "The set breaks into several distinct duplicate themes (package packaging regressions, macOS node capability gaps, OAuth scope failures, Control UI/provider-prefix mapping, and a few unrelated setup/parser bugs). I accepted only pairs that clearly share the same concrete root cause; broader similarity alone was not enough for the rest.", + "confidence": 0.84, + "canonical_issue_reason": "issue:65082 is the strongest canonical issue in the set: it most completely describes the recurring npm-package regression around missing qa/scenarios files, and multiple near-duplicates point to the same root cause.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:65082 is the best global issue representative because it has the clearest problem statement, the strongest duplicate evidence, and directly subsumes the other missing-qa/scenarios reports.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:63681", + "right": "issue:66518", + "accept": true, + "reason": "Same Ollama memory-embedding provider failure; one surfaces it in memory index, the other in memory status --deep." + }, + { + "left": "issue:66189", + "right": "issue:67044", + "accept": true, + "reason": "Same build/dist packaging bug: subagent-registry.runtime.js is missing from the output bundle." + }, + { + "left": "issue:63569", + "right": "issue:65082", + "accept": true, + "reason": "Same npm package regression: qa/scenarios files are missing and completion cache generation/update fails as a result." + }, + { + "left": "issue:62049", + "right": "issue:63693", + "accept": true, + "reason": "Same false-positive plugins.allow warning in status / memory-search resolution." + }, + { + "left": "issue:64499", + "right": "issue:64551", + "accept": true, + "reason": "Same macOS node problem: system.run.prepare is missing, so exec host=node fails." + }, + { + "left": "issue:64947", + "right": "issue:65045", + "accept": true, + "reason": "Same OpenAI Codex OAuth invalid_scope issue; both mention unauthorized model.request-style scopes." + }, + { + "left": "issue:52766", + "right": "issue:53168", + "accept": true, + "reason": "Same gateway WebSocket handshake timeout breaking CLI RPC commands." + }, + { + "left": "issue:63768", + "right": "issue:65082", + "accept": true, + "reason": "Same missing qa/scenarios package-file regression affecting completion cache refresh." + }, + { + "left": "issue:56193", + "right": "issue:61724", + "accept": true, + "reason": "Same streamTo/runtime=subagent validation bug around ACP-only streamTo handling." + }, + { + "left": "issue:31959", + "right": "issue:66839", + "accept": true, + "reason": "Same macOS node regression: system.run.prepare is not advertised/available, breaking exec host=node." + }, + { + "left": "issue:66619", + "right": "issue:67684", + "accept": false, + "reason": "Both mention trim-related crashes, but they are different setup flows and different code paths with no clear shared underlying bug." + }, + { + "left": "issue:35045", + "right": "issue:35063", + "accept": false, + "reason": "These are both parser crashes on malformed data, but they affect different parsers and different subsystems." + }, + { + "left": "issue:33542", + "right": "issue:33548", + "accept": false, + "reason": "Different Slack bugs: one is missing mediaLocalRoots forwarding, the other is missing identity forwarding." + }, + { + "left": "issue:68810", + "right": "issue:68815", + "accept": false, + "reason": "Too broad and not the same concrete bug; one is a Windows gateway crash report, the other is a composite issue spanning multiple unrelated symptoms." + }, + { + "left": "issue:66848", + "right": "issue:67837", + "accept": false, + "reason": "Both are trim crashes, but they occur in different product/setup paths and do not clearly share the same root cause." + }, + { + "left": "issue:65518", + "right": "issue:65523", + "accept": false, + "reason": "This is bug versus feature request: auto-purge is a new capability, not the same issue as the current accumulation problem." + }, + { + "left": "issue:64912", + "right": "issue:65082", + "accept": true, + "reason": "Same missing qa/scenarios package regression causing completion cache refresh to fail." + }, + { + "left": "issue:65431", + "right": "issue:68172", + "accept": true, + "reason": "Same image-capability gating problem: valid vision/image inputs are being rejected as unsupported." + }, + { + "left": "issue:66641", + "right": "issue:67684", + "accept": false, + "reason": "Similar trim symptom, but different onboarding/installer flows and no evidence of the same underlying code path." + }, + { + "left": "issue:64667", + "right": "issue:64894", + "accept": true, + "reason": "Same OpenAI Codex OAuth invalid_scope failure." + }, + { + "left": "issue:67806", + "right": "issue:67999", + "accept": true, + "reason": "Same Control UI rendering bug: new messages do not appear until a hard refresh." + }, + { + "left": "issue:62158", + "right": "issue:64012", + "accept": true, + "reason": "Same ComfyUI provider schema-validation problem rejecting valid provider config keys." + }, + { + "left": "issue:33533", + "right": "issue:33548", + "accept": false, + "reason": "Different extension and different missing field; only a broad messaging-plugin similarity." + }, + { + "left": "issue:67907", + "right": "issue:68261", + "accept": true, + "reason": "Same OpenRouter blank-response/stopReason=stop pathology with payloads=0." + }, + { + "left": "issue:51824", + "right": "issue:52482", + "accept": true, + "reason": "Same Control UI provider-prefix mapping bug; the bailian/qwen-portal mis-map is a specific instance of the broader prefix-handling issue." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet and stays reasonably conservative overall. The canonical issue choice around issue:65082 is supported by the repeated missing-qa/scenarios reports, and the accepted soft pairs are mostly clear same-root-cause matches rather than broad thematic similarities. I did not see an obvious overstatement that would justify rejection." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 8, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:30689", + "issue:32913", + "issue:33639", + "issue:35871", + "issue:51815", + "issue:52265", + "issue:53168", + "issue:53672", + "issue:53876", + "issue:53907", + "issue:57386", + "issue:62886", + "issue:62905", + "issue:63236", + "issue:63667", + "issue:64012", + "issue:64238", + "issue:64590", + "issue:64667", + "issue:64833", + "issue:64845", + "issue:64894", + "issue:64933", + "issue:65045", + "issue:65100", + "issue:65193", + "issue:65281", + "issue:65515", + "issue:65698", + "issue:65840", + "issue:66074", + "issue:66082", + "issue:66097", + "issue:66242", + "issue:66624", + "issue:66641", + "issue:67257", + "issue:67353", + "issue:67358", + "issue:67575", + "issue:67698", + "issue:67786", + "issue:67837", + "issue:67919", + "issue:68013", + "issue:68027", + "issue:68185", + "issue:68436" + ], + "soft_pairs": [ + "issue:62886|issue:62905", + "issue:30689|issue:35871", + "issue:66624|issue:67353", + "issue:53672|issue:65281", + "issue:64590|issue:64845", + "issue:51815|issue:67257", + "issue:67698|issue:68185", + "issue:67575|issue:67698", + "issue:66641|issue:67837", + "issue:67353|issue:67358", + "issue:64238|issue:65840", + "issue:68185|issue:68436", + "issue:66082|issue:67919", + "issue:57386|issue:67786", + "issue:32913|issue:33639", + "issue:64933|issue:65515", + "issue:63236|issue:63667", + "issue:64012|issue:65100", + "issue:65698|issue:66082", + "issue:67575|issue:68436", + "issue:66074|issue:66242", + "issue:66624|issue:68013", + "issue:65193|issue:68013", + "issue:66097|issue:68027", + "issue:52265|issue:53168", + "issue:64833|issue:64894", + "issue:53876|issue:53907", + "issue:64667|issue:65045" + ], + "prepared_review_unit_hash": "eff2acbbe4d53c66462bdd7ac6324ab0caad4eabacc4a1ea512a3a576bb45f57", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 28, + "serialized_chars": 36392, + "estimated_input_tokens": 9098, + "estimated_eval_tokens": 18452 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This packet contains several thematic mini-clusters, but the provided soft-pair evidence is too weak to treat any listed pair as a clear duplicate. The safest read is that these are related reports sharing symptoms or subsystems, not proven same underlying bugs.", + "confidence": 0.85, + "canonical_issue_reason": "Issue 67353 is the strongest canonical-looking issue among the set because it has the richest discussion and inbound activity, and it most clearly anchors the repeated onboarding `trim` crash reports.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 67353 is the best overall issue representative for this packet since it is the most developed report in the onboarding crash cluster and has the clearest signal for triage.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:62886", + "right": "issue:62905", + "accept": false, + "reason": "Both are Telegram plugin startup failures, but the packet only shows different missing-path descriptions (`src/` vs `src/channel.setup.js`) and no proof of one shared root cause." + }, + { + "left": "issue:30689", + "right": "issue:35871", + "accept": false, + "reason": "Both mention stale version display, but one is gateway dashboard and the other is openclaw status; the packet does not prove the same code path." + }, + { + "left": "issue:66624", + "right": "issue:67353", + "accept": false, + "reason": "Both involve the `trim` TypeError during onboarding, but the flows differ (channel selection vs skipping it) and the packet lacks concrete evidence that they are the same defect." + }, + { + "left": "issue:53672", + "right": "issue:65281", + "accept": false, + "reason": "These are different control/UI symptom reports and the packet provides no shared failure mechanism beyond a broad UI context." + }, + { + "left": "issue:64590", + "right": "issue:64845", + "accept": false, + "reason": "The schema error is similar, but the packet does not provide enough evidence to collapse the two memory narrative reports into one bug." + }, + { + "left": "issue:51815", + "right": "issue:67257", + "accept": false, + "reason": "Both mention Telegram plugin loading, but one is generic and the other is a specific missing-export report; that is not enough to prove the same underlying issue." + }, + { + "left": "issue:67698", + "right": "issue:68185", + "accept": false, + "reason": "Both are OpenRouter incomplete-turn reports, but the packet lacks concrete shared code-path evidence or diff material tying them together." + }, + { + "left": "issue:67575", + "right": "issue:67698", + "accept": false, + "reason": "They share the `payloads=0` symptom, but the packet does not establish that these are the same bug rather than closely related variants." + }, + { + "left": "issue:66641", + "right": "issue:67837", + "accept": false, + "reason": "Both involve `trim`, but they are different onboarding/setup flows and the packet does not show one common root cause." + }, + { + "left": "issue:67353", + "right": "issue:67358", + "accept": false, + "reason": "The titles are similar, but the packet does not provide enough code-path detail to safely merge these into one duplicate." + }, + { + "left": "issue:64238", + "right": "issue:65840", + "accept": false, + "reason": "Both mention `Unknown model` for `qwen/qwen3.6-plus`, but one is a regression report and the other is an image-tool registration report; the packet does not prove one defect." + }, + { + "left": "issue:68185", + "right": "issue:68436", + "accept": false, + "reason": "Both are OpenRouter payload/incomplete-turn reports, but the packet lacks evidence that the direct-API-vs-native-model difference is the same code-path failure." + }, + { + "left": "issue:66082", + "right": "issue:67919", + "accept": false, + "reason": "Both report 0 exported artifacts in memory-wiki bridge mode, but the packet suggests different mechanisms and does not establish a single root cause." + }, + { + "left": "issue:57386", + "right": "issue:67786", + "accept": false, + "reason": "These are both Google Chat 401 reports, but the packet does not prove the same webhook/authentication defect." + }, + { + "left": "issue:32913", + "right": "issue:33639", + "accept": false, + "reason": "Both are stale-version display complaints, but one is gateway dashboard and the other is WebUI/package version; that is insufficient to treat them as one bug." + }, + { + "left": "issue:64933", + "right": "issue:65515", + "accept": false, + "reason": "Both are false-warning regressions, but they concern different warnings and the packet does not show a shared implementation bug." + }, + { + "left": "issue:63236", + "right": "issue:63667", + "accept": false, + "reason": "Both say `chat content is empty`, but the packet does not show the same image-processing path or a shared fix target." + }, + { + "left": "issue:64012", + "right": "issue:65100", + "accept": false, + "reason": "Both are ComfyUI provider/schema complaints, but the packet does not establish the same concrete failure beyond broad subsystem similarity." + }, + { + "left": "issue:65698", + "right": "issue:66082", + "accept": false, + "reason": "Both end in 0 exported artifacts, but the packet points to different failure modes and does not justify merging them." + }, + { + "left": "issue:67575", + "right": "issue:68436", + "accept": false, + "reason": "OpenRouter symptom overlap is not enough; the packet does not prove the same underlying bug." + }, + { + "left": "issue:66074", + "right": "issue:66242", + "accept": false, + "reason": "Both involve browser SSRF policy, but the environments and triggers differ and the packet lacks a common code-path indicator." + }, + { + "left": "issue:66624", + "right": "issue:68013", + "accept": false, + "reason": "These only share a generic TypeError pattern; `trim` and `startsWith` failures are different enough that the packet does not support deduping them." + }, + { + "left": "issue:65193", + "right": "issue:68013", + "accept": false, + "reason": "The cron `runningAtMs` crash and the `startsWith` TypeError are different failures with no evidence of a shared cause." + }, + { + "left": "issue:66097", + "right": "issue:68027", + "accept": false, + "reason": "Both are attachOnly/CDP profile reports, but the packet does not prove the same detection bug from the available text." + }, + { + "left": "issue:52265", + "right": "issue:53168", + "accept": false, + "reason": "Both are CLI/gateway handshake-timeout reports, but one is cron/gateway commands and the other is a WebSocket crash; the packet does not tie them to one defect." + }, + { + "left": "issue:64833", + "right": "issue:64894", + "accept": false, + "reason": "Both are OAuth `invalid_scope` reports, but the packet does not provide enough evidence that they are the same concrete failure." + }, + { + "left": "issue:53876", + "right": "issue:53907", + "accept": false, + "reason": "These are different integrations with different upgrade-break symptoms; shared timing alone is not enough to merge them." + }, + { + "left": "issue:64667", + "right": "issue:65045", + "accept": false, + "reason": "Both mention OpenAI Codex OAuth `invalid_scope`, but the packet lacks enough code-path evidence to confidently call them duplicates." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "The high-level summary is broadly grounded, but the soft-edge verdicts are not conservative enough for this packet. The packet\u2019s own pair data marks every listed soft pair as `deterministic_accept: false`, yet the analyst accepted many of them (for example 62886/62905, 30689/35871, 66624/67353, 67575/67698, 64238/65840, 57386/67786). Several of those may be thematically similar, but the packet does not support treating them as clear duplicates. Because the analyst overstates evidence on multiple pairs, this should be rejected." + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 9, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:24662", + "issue:52605", + "issue:53425", + "issue:53721", + "issue:53871", + "issue:53907", + "issue:53927", + "issue:61915", + "issue:62158", + "issue:62868", + "issue:62875", + "issue:62880", + "issue:62898", + "issue:62905", + "issue:63197", + "issue:63461", + "issue:63510", + "issue:63727", + "issue:64067", + "issue:64352", + "issue:64510", + "issue:64667", + "issue:64912", + "issue:64932", + "issue:64978", + "issue:65082", + "issue:65117", + "issue:65129", + "issue:65451", + "issue:65722", + "issue:66016", + "issue:66050", + "issue:66082", + "issue:66097", + "issue:66288", + "issue:66611", + "issue:66619", + "issue:66624", + "issue:67327", + "issue:67575", + "issue:67598", + "issue:67698", + "issue:67837", + "issue:68013", + "issue:68185", + "issue:68436", + "issue:68791", + "issue:68828" + ], + "soft_pairs": [ + "issue:66619|issue:68013", + "issue:65722|issue:68828", + "issue:53721|issue:53871", + "issue:64912|issue:64932", + "issue:24662|issue:66288", + "issue:63461|issue:64352", + "issue:67698|issue:68436", + "issue:63197|issue:66082", + "issue:68185|issue:68791", + "issue:65129|issue:67598", + "issue:66097|issue:66611", + "issue:61915|issue:62158", + "issue:63510|issue:63727", + "issue:64510|issue:66082", + "issue:64510|issue:67327", + "issue:62868|issue:62875", + "issue:53425|issue:64667", + "issue:52605|issue:53927", + "issue:64978|issue:66050", + "issue:53871|issue:53907", + "issue:66016|issue:68013", + "issue:62880|issue:62905", + "issue:67575|issue:68185", + "issue:62898|issue:62905", + "issue:64067|issue:65082", + "issue:66624|issue:67837", + "issue:65117|issue:65451" + ], + "prepared_review_unit_hash": "7efd16daeeead9f9276843182c32fa1c6c0f6fbae2694c6279e6f34716b6a552", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 27, + "serialized_chars": 36282, + "estimated_input_tokens": 9071, + "estimated_eval_tokens": 18398 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This cluster is heterogeneous: it contains several clear duplicate subclusters (Telegram packaging regressions, QA scenario-pack omissions, OpenRouter incomplete-turn bugs, WhatsApp media-send regressions, memory-wiki 0-artifact reports, browser/CDP attach failures) rather than one single underlying issue. I accepted only the pairs that appear to describe the same concrete bug.", + "confidence": 0.88, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": "issue:62898 is the strongest representative within the largest coherent subcluster because it states the root packaging problem broadly ('setup-entry.js references non-existent ./src/ paths, breaks all channel plugins') rather than only one symptom.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:66619", + "right": "issue:68013", + "accept": false, + "reason": "Different setup failures and different error paths: `trim` during Telegram setup vs `startsWith` in another subsystem file." + }, + { + "left": "issue:65722", + "right": "issue:68828", + "accept": true, + "reason": "Both describe memory-wiki bridge imports returning 0 artifacts because bridge/runtime access to memory-core public artifacts is broken." + }, + { + "left": "issue:53721", + "right": "issue:53871", + "accept": true, + "reason": "Same Telegram channel regression after upgrade/restart; both describe the channel becoming unusable/not configured." + }, + { + "left": "issue:64912", + "right": "issue:64932", + "accept": true, + "reason": "Same missing `qa/scenarios/index.md` / QA scenario-pack omission causing completion-cache failures." + }, + { + "left": "issue:24662", + "right": "issue:66288", + "accept": true, + "reason": "Same webchat image-paste/upload bug where the agent does not receive the image content." + }, + { + "left": "issue:63461", + "right": "issue:64352", + "accept": true, + "reason": "Same WhatsApp outbound media regression: `--media` sends text but the media is not delivered/attached." + }, + { + "left": "issue:67698", + "right": "issue:68436", + "accept": true, + "reason": "Same OpenRouter incomplete-turn symptom (`payloads=0`) with responses not being returned to the user." + }, + { + "left": "issue:63197", + "right": "issue:66082", + "accept": true, + "reason": "Same memory-wiki bridge mode failure: 0 artifacts despite memory-core exposing public artifacts." + }, + { + "left": "issue:68185", + "right": "issue:68791", + "accept": false, + "reason": "Both mention incomplete-turn payloads=0, but one is an OpenRouter model issue and the other is a Windows scheduled-task gateway regression; different bugs." + }, + { + "left": "issue:65129", + "right": "issue:67598", + "accept": true, + "reason": "Same cron bug: the `model` override is ignored and jobs run on the agent primary instead of the requested model." + }, + { + "left": "issue:66097", + "right": "issue:66611", + "accept": true, + "reason": "Same attachOnly/CDP browser connection problem: Chrome/CDP is reachable, but the profile is still reported as not connected/running." + }, + { + "left": "issue:61915", + "right": "issue:62158", + "accept": true, + "reason": "Same Comfy provider schema mismatch rejecting valid workflow config keys (`workflowPath`, `promptNodeId`, media keys)." + }, + { + "left": "issue:63510", + "right": "issue:63727", + "accept": true, + "reason": "Same missing `qa/scenarios` scaffold causing completion-cache startup/update failures." + }, + { + "left": "issue:64510", + "right": "issue:66082", + "accept": true, + "reason": "Same memory-wiki bridge bug: exported/imported artifacts stay at 0 even though memory-core artifacts exist." + }, + { + "left": "issue:64510", + "right": "issue:67327", + "accept": true, + "reason": "Same memory-wiki bridge 0-artifacts regression, just reported via different wiki diagnostics." + }, + { + "left": "issue:62868", + "right": "issue:62875", + "accept": true, + "reason": "Same Telegram bundle packaging regression: the published package is missing the plugin source tree / required files." + }, + { + "left": "issue:53425", + "right": "issue:64667", + "accept": false, + "reason": "Both involve OpenAI Codex OAuth, but one is invalid tools-name schema rejection and the other is invalid request scope; different failures." + }, + { + "left": "issue:52605", + "right": "issue:53927", + "accept": true, + "reason": "Same BlueBubbles webhook route bug: the route appears configured/listening but POST requests return 404." + }, + { + "left": "issue:64978", + "right": "issue:66050", + "accept": true, + "reason": "Same managed-browser/CDP startup failure: the browser is listening, but the app reports the websocket as unreachable / startup failed." + }, + { + "left": "issue:53871", + "right": "issue:53907", + "accept": false, + "reason": "Different channels and symptoms: Telegram 'not configured' after upgrade vs WhatsApp breaking after upgrade." + }, + { + "left": "issue:66016", + "right": "issue:68013", + "accept": false, + "reason": "Both are cron/runtime TypeErrors, but the error messages and code paths differ (`runningAtMs` vs `startsWith`)." + }, + { + "left": "issue:62880", + "right": "issue:62905", + "accept": true, + "reason": "Same missing `src/channel.setup.js` Telegram packaging/startup failure." + }, + { + "left": "issue:67575", + "right": "issue:68185", + "accept": true, + "reason": "Same OpenRouter incomplete-turn/payloads=0 symptom; one is generic and the other is the native OpenRouter model variant." + }, + { + "left": "issue:62898", + "right": "issue:62905", + "accept": true, + "reason": "Same packaging regression: `setup-entry.js` referencing missing `./src/` paths and Telegram failing because `src/channel.setup.js` is absent are manifestations of the same build artifact problem." + }, + { + "left": "issue:64067", + "right": "issue:65082", + "accept": true, + "reason": "Same missing `qa/scenarios/index.md` package content causing completion-cache update failures." + }, + { + "left": "issue:66624", + "right": "issue:67837", + "accept": false, + "reason": "Both are `trim` TypeErrors during setup, but the reported flows are different enough that they do not clearly describe the same concrete bug." + }, + { + "left": "issue:65117", + "right": "issue:65451", + "accept": true, + "reason": "Same WhatsApp outbound media bug: image sends end up with `hasMedia:false` and the media never attaches." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet: it correctly treats this as a heterogeneous cluster with several duplicate subclusters rather than one single bug. The chosen representative issue is a reasonable anchor for the Telegram packaging subgroup. The accepted soft-edge pairs are generally conservative and align with the issue titles without overclaiming beyond the evidence available." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 10, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:24662", + "issue:30300", + "issue:31280", + "issue:32833", + "issue:33043", + "issue:33119", + "issue:35095", + "issue:41342", + "issue:51487", + "issue:53739", + "issue:57386", + "issue:59702", + "issue:61103", + "issue:62049", + "issue:62867", + "issue:63128", + "issue:63450", + "issue:63541", + "issue:63569", + "issue:63705", + "issue:64019", + "issue:64590", + "issue:64668", + "issue:64706", + "issue:64912", + "issue:64975", + "issue:65082", + "issue:65133", + "issue:65281", + "issue:65322", + "issue:65405", + "issue:65515", + "issue:65722", + "issue:65786", + "issue:65990", + "issue:66065", + "issue:66077", + "issue:66121", + "issue:66163", + "issue:66393", + "issue:66464", + "issue:66480", + "issue:67152", + "issue:67190", + "issue:67799", + "issue:67927", + "issue:68562" + ], + "soft_pairs": [ + "issue:31280|issue:63128", + "issue:35095|issue:57386", + "issue:65281|issue:66393", + "issue:59702|issue:67799", + "issue:65722|issue:67190", + "issue:64975|issue:65082", + "issue:63569|issue:64912", + "issue:24662|issue:33119", + "issue:65990|issue:66065", + "issue:30300|issue:64706", + "issue:64668|issue:67190", + "issue:33043|issue:41342", + "issue:61103|issue:67927", + "issue:51487|issue:66480", + "issue:63541|issue:63705", + "issue:65133|issue:65990", + "issue:65405|issue:66464", + "issue:66077|issue:66163", + "issue:67152|issue:68562", + "issue:64019|issue:64590", + "issue:63450|issue:65322", + "issue:62049|issue:66121", + "issue:32833|issue:53739", + "issue:62867|issue:65786", + "issue:62049|issue:65515" + ], + "prepared_review_unit_hash": "cd7d6a4182fa29cd0eb61f5eca527b0931d53033f68f4a585ea3168b666b0931", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 25, + "serialized_chars": 34753, + "estimated_input_tokens": 8689, + "estimated_eval_tokens": 17634 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "The set is not one true duplicate cluster; it splits into several unrelated subgroups (webchat image handling, Google Chat auth, gateway startup/CDP, qa scenario packaging, memory-core idempotency, and openclaw warnings).", + "confidence": 0.74, + "canonical_issue_reason": "No single issue cleanly represents the whole heterogeneous set; within the largest coherent subgroup, issue 65082 is the best canonical because it most directly describes the missing qa/scenarios/index.md package defect and the resulting completion-cache failure.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 65082 is the strongest representative for its subcluster: it names the concrete packaging omission, the user-visible failure mode, and matches the surrounding qa/completion-cache reports most tightly.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:31280", + "right": "issue:63128", + "accept": true, + "reason": "Both describe the same macOS gateway restart / LaunchAgent re-bootstrap failure." + }, + { + "left": "issue:35095", + "right": "issue:57386", + "accept": true, + "reason": "Both report Google Chat inbound webhook 401 Unauthorized with the same audience/auth symptom." + }, + { + "left": "issue:65281", + "right": "issue:66393", + "accept": false, + "reason": "One is broken image paste/send, the other is image viewing/rendering; different code paths and user actions." + }, + { + "left": "issue:59702", + "right": "issue:67799", + "accept": true, + "reason": "Both are the same gateway closed (1008) / pairing-required failure for sessions_spawn and internal RPC." + }, + { + "left": "issue:65722", + "right": "issue:67190", + "accept": true, + "reason": "Both point to the wiki bridge import CLI path returning zero artifacts while the gateway path works." + }, + { + "left": "issue:64975", + "right": "issue:65082", + "accept": true, + "reason": "Both are the same missing qa/scenarios/index.md completion-cache/package problem." + }, + { + "left": "issue:63569", + "right": "issue:64912", + "accept": true, + "reason": "Both describe the npm package omitting qa/scenarios files and breaking completion-cache refresh/generation." + }, + { + "left": "issue:24662", + "right": "issue:33119", + "accept": false, + "reason": "User image paste not being sent and AI image attachments not displaying are opposite-facing webchat bugs, not the same defect." + }, + { + "left": "issue:65990", + "right": "issue:66065", + "accept": true, + "reason": "Both describe managed Chrome starting but failing CDP reachability while manual CDP works." + }, + { + "left": "issue:30300", + "right": "issue:64706", + "accept": true, + "reason": "Both are the same RangeError when handling large image uploads in WebChat." + }, + { + "left": "issue:64668", + "right": "issue:67190", + "accept": true, + "reason": "Both concern openclaw/wiki bridge import failing to produce artifacts from the CLI." + }, + { + "left": "issue:33043", + "right": "issue:41342", + "accept": false, + "reason": "Both involve truncated TTS audio, but they reference different providers and likely different failure causes." + }, + { + "left": "issue:61103", + "right": "issue:67927", + "accept": false, + "reason": "The titles only overlap on image upload; one is a specific post-upgrade breakage, the other is a generic report with no clear same root cause." + }, + { + "left": "issue:51487", + "right": "issue:66480", + "accept": true, + "reason": "Both are the same feature request to add/paste image support in Control UI WebChat." + }, + { + "left": "issue:63541", + "right": "issue:63705", + "accept": true, + "reason": "Both report the same missing qa scenario pack / qa/scenarios/index.md failure during completion cache or plugin update." + }, + { + "left": "issue:65133", + "right": "issue:65990", + "accept": true, + "reason": "Both describe managed browser profiles starting Chrome but failing the CDP ready/websocket check while manual launch succeeds." + }, + { + "left": "issue:65405", + "right": "issue:66464", + "accept": true, + "reason": "Both request filtering the model dropdown/page to only show configured providers." + }, + { + "left": "issue:66077", + "right": "issue:66163", + "accept": true, + "reason": "Both are the same unknown memory embedding provider: ollama crash in memory commands/status paths." + }, + { + "left": "issue:67152", + "right": "issue:68562", + "accept": true, + "reason": "Both describe the request-scoped subagent runtime cleanup/narrative generation warning issue in memory-core." + }, + { + "left": "issue:64019", + "right": "issue:64590", + "accept": true, + "reason": "Both are the same missing required idempotencyKey error in subagent.run()/narrative generation." + }, + { + "left": "issue:63450", + "right": "issue:65322", + "accept": true, + "reason": "Both center on chat.history/gateway startup being blocked or failing because the WS request is not available during startup." + }, + { + "left": "issue:62049", + "right": "issue:66121", + "accept": true, + "reason": "Both are the same false-positive 'plugins.allow is empty' status/doctor warning." + }, + { + "left": "issue:32833", + "right": "issue:53739", + "accept": false, + "reason": "These are unrelated bugs in different subsystems; sharing a release version is not enough to make them duplicates." + }, + { + "left": "issue:62867", + "right": "issue:65786", + "accept": false, + "reason": "One is a broad upgrade regression report, the other is a specific Feishu config validation issue; no clear same underlying bug." + }, + { + "left": "issue:62049", + "right": "issue:65515", + "accept": true, + "reason": "Both report the same false provenance/plugins.allow warning in openclaw status/doctor." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet and stays conservative about the cluster\u2019s heterogeneity. The canonical issue choice is plausible, and the soft-edge accept/reject calls are generally well supported by the issue titles/descriptions without overstating duplicate evidence." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 11, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:31486", + "issue:34387", + "issue:35119", + "issue:35220", + "issue:37198", + "issue:51083", + "issue:54131", + "issue:61033", + "issue:62826", + "issue:62875", + "issue:62903", + "issue:63197", + "issue:63569", + "issue:63654", + "issue:63705", + "issue:63768", + "issue:63936", + "issue:64012", + "issue:64043", + "issue:64475", + "issue:64602", + "issue:64665", + "issue:64672", + "issue:64775", + "issue:64783", + "issue:64845", + "issue:65002", + "issue:65082", + "issue:65117", + "issue:65200", + "issue:65362", + "issue:65722", + "issue:65832", + "issue:66189", + "issue:66306", + "issue:66353", + "issue:66527", + "issue:66611", + "issue:66641", + "issue:66693", + "issue:66784", + "issue:67190", + "issue:67684", + "issue:67837", + "issue:67917", + "issue:68013", + "issue:68593", + "issue:68828" + ], + "soft_pairs": [ + "issue:35119|issue:35220", + "issue:64602|issue:64845", + "issue:66641|issue:68013", + "issue:67190|issue:68828", + "issue:31486|issue:65832", + "issue:62875|issue:62903", + "issue:66693|issue:67684", + "issue:63936|issue:64043", + "issue:62826|issue:65117", + "issue:66306|issue:68593", + "issue:37198|issue:61033", + "issue:54131|issue:65117", + "issue:64665|issue:65002", + "issue:66353|issue:66611", + "issue:64475|issue:65200", + "issue:34387|issue:65362", + "issue:66189|issue:66527", + "issue:63705|issue:65082", + "issue:64012|issue:66784", + "issue:51083|issue:64783", + "issue:63569|issue:63768", + "issue:63197|issue:65722", + "issue:64775|issue:67917", + "issue:66693|issue:67837", + "issue:63654|issue:64672" + ], + "prepared_review_unit_hash": "6bd47a4da104955571bdd8cb8b49470192bce20041d7013fba985d8fb111af38", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 25, + "serialized_chars": 35605, + "estimated_input_tokens": 8902, + "estimated_eval_tokens": 18060 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This input is not one single duplicate cluster; it contains several separate bug families. I accepted pairs where the titles clearly describe the same underlying failure mode (media-drop, missing package files, bridge import returning 0 artifacts, provider-schema validation, browser/CDP attach, health-check false negatives, etc.) and rejected pairs that only share a broad subsystem or a similar error string.", + "confidence": 0.82, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": "64665 is the strongest single issue anchor among the repeated families: it is detailed, current, and has multiple related reports pointing at the same WhatsApp outbound media-loss bug.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:35119", + "right": "issue:35220", + "accept": true, + "reason": "Same Codex fallback bug: HTTP 500/server_error does not trigger the model fallback chain; 35220 is the more detailed variant." + }, + { + "left": "issue:64602", + "right": "issue:64845", + "accept": true, + "reason": "Same memory-dreaming narrative generation failure with the idempotencyKey-required error." + }, + { + "left": "issue:66641", + "right": "issue:68013", + "accept": false, + "reason": "Both mention init-time TypeErrors, but the concrete failures differ (installer/onboarding trim crash vs subsystem startsWith crash after update)." + }, + { + "left": "issue:67190", + "right": "issue:68828", + "accept": true, + "reason": "Same memory-wiki bridge import bug: bridge import returns 0 artifacts because public artifacts are not visible/initialized for the wiki plugin." + }, + { + "left": "issue:31486", + "right": "issue:65832", + "accept": true, + "reason": "Same image-tool custom-provider bug: the registry/schema does not recognize custom providers from the config file." + }, + { + "left": "issue:62875", + "right": "issue:62903", + "accept": false, + "reason": "Same Telegram release, but different concrete failures: missing bundled src/ directory vs doctor rewriting config to a minimal stub." + }, + { + "left": "issue:66693", + "right": "issue:67684", + "accept": true, + "reason": "Same onboarding crash with the undefined.trim error; these look like the same underlying setup bug." + }, + { + "left": "issue:63936", + "right": "issue:64043", + "accept": true, + "reason": "Same managed cron restart problem: the dreaming cron is deleted on gateway restart and never recreated." + }, + { + "left": "issue:62826", + "right": "issue:65117", + "accept": true, + "reason": "Same WhatsApp outbound media-loss bug: media is silently dropped and hasMedia becomes false." + }, + { + "left": "issue:66306", + "right": "issue:68593", + "accept": true, + "reason": "Same macOS/menubar health-check false negative while the gateway is actually healthy." + }, + { + "left": "issue:37198", + "right": "issue:61033", + "accept": false, + "reason": "These are unrelated loop bugs: one is a cron/gateway restart loop, the other is a WhatsApp self-message reply loop." + }, + { + "left": "issue:54131", + "right": "issue:65117", + "accept": true, + "reason": "Same WhatsApp outbound media failure; both describe silent media dropping in outbound sends." + }, + { + "left": "issue:64665", + "right": "issue:65002", + "accept": true, + "reason": "Same WhatsApp media-drop bug with hasMedia:false; 65002 is another report of the same outbound delivery pipeline failure." + }, + { + "left": "issue:66353", + "right": "issue:66611", + "accept": true, + "reason": "Same browser/CDP connection failure despite a healthy Chrome endpoint." + }, + { + "left": "issue:64475", + "right": "issue:65200", + "accept": true, + "reason": "Same feature request/bug: /new and /reset should clear session model overrides." + }, + { + "left": "issue:34387", + "right": "issue:65362", + "accept": false, + "reason": "Different problems: gateway folder discovery vs Ollama local model discovery." + }, + { + "left": "issue:66189", + "right": "issue:66527", + "accept": true, + "reason": "Same packaging bug: subagent-registry.runtime.js is missing from the built/npm distribution." + }, + { + "left": "issue:63705", + "right": "issue:65082", + "accept": true, + "reason": "Same missing qa/scenarios/index.md packaging issue breaking completion cache/update flows." + }, + { + "left": "issue:64012", + "right": "issue:66784", + "accept": true, + "reason": "Same ComfyUI provider config validation bug: plugin configSchema is not merged into the models.providers validator." + }, + { + "left": "issue:51083", + "right": "issue:64783", + "accept": false, + "reason": "Both are ReferenceErrors, but they occur in different code paths and mention different symbols; not the same bug." + }, + { + "left": "issue:63569", + "right": "issue:63768", + "accept": true, + "reason": "Same missing qa/scenarios/index.md in the npm package causing completion-cache/update failures." + }, + { + "left": "issue:63197", + "right": "issue:65722", + "accept": true, + "reason": "Same memory-wiki bridge import failure: the CLI/runtime path is not exposing the public artifacts, so imports return 0." + }, + { + "left": "issue:64775", + "right": "issue:67917", + "accept": false, + "reason": "Both involve Codex/OAuth setup, but one is an OAuth setup error and the other is TLS/runtime fetch failures; different failure modes." + }, + { + "left": "issue:66693", + "right": "issue:67837", + "accept": false, + "reason": "Same trim error text, but the contexts differ (openclaw onboarding vs WhatsApp personal phone setup)." + }, + { + "left": "issue:63654", + "right": "issue:64672", + "accept": false, + "reason": "Both concern Qwen plan access, but one is vision/image-understanding blocked on Coding Plan and the other is subscription availability; not the same concrete bug." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The packet supports the analyst\u2019s main conclusion that this is a mix of several duplicate families rather than one cluster, and the accepted soft-edge pairs are generally conservative and title-grounded. I don\u2019t see a clear overstatement that would justify rejecting the result." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 12, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:24662", + "issue:28423", + "issue:30335", + "issue:33259", + "issue:34460", + "issue:34908", + "issue:35254", + "issue:35871", + "issue:36431", + "issue:48624", + "issue:50957", + "issue:51175", + "issue:53618", + "issue:53927", + "issue:54131", + "issue:61103", + "issue:62579", + "issue:62826", + "issue:63429", + "issue:63465", + "issue:63665", + "issue:63701", + "issue:63768", + "issue:63946", + "issue:64007", + "issue:64174", + "issue:64510", + "issue:64861", + "issue:64912", + "issue:64932", + "issue:64947", + "issue:65107", + "issue:65281", + "issue:65697", + "issue:65722", + "issue:66077", + "issue:66185", + "issue:66242", + "issue:66290", + "issue:66335", + "issue:66682", + "issue:66714", + "issue:66936", + "issue:67166", + "issue:68117", + "issue:68632", + "issue:68851" + ], + "soft_pairs": [ + "issue:34908|issue:35871", + "issue:63465|issue:66185", + "issue:30335|issue:34460", + "issue:35254|issue:36431", + "issue:63429|issue:66077", + "issue:63768|issue:64912", + "issue:66936|issue:68632", + "issue:48624|issue:53927", + "issue:50957|issue:67166", + "issue:64510|issue:65722", + "issue:24662|issue:65281", + "issue:53618|issue:68851", + "issue:66682|issue:66714", + "issue:51175|issue:64174", + "issue:62579|issue:64007", + "issue:65107|issue:66242", + "issue:54131|issue:62826", + "issue:28423|issue:65697", + "issue:66335|issue:68117", + "issue:63665|issue:64932", + "issue:63946|issue:65722", + "issue:64861|issue:64947", + "issue:63701|issue:66290", + "issue:33259|issue:61103" + ], + "prepared_review_unit_hash": "b4f7efd8bcf291c35e357f4bde1146204e948649fccd985c4eb61b403e427885", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 24, + "serialized_chars": 34296, + "estimated_input_tokens": 8574, + "estimated_eval_tokens": 17404 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "The cluster still splits cleanly into several likely-related duplicate families, with the largest around Control UI/WebChat image upload/paste. Other smaller families concern message-routing, version badges, gateway/webhook startup, memory/QMD naming, and OAuth scope errors. A few edges are only symptom-similar and should remain separate.", + "confidence": 0.83, + "canonical_issue_reason": "Issue 53618 is the best broad representative of the largest and clearest issue family in this packet: Control UI/WebChat image upload and paste failures, including later reports that are more specific variants of the same behavior.", + "canonical_pr_reason": null, + "best_issue_reason": "53618 is the strongest anchor for the overall cluster because it covers the broadest repeated user-facing regression and cleanly groups the later WebChat image-upload/paste reports.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:34908", + "right": "issue:35871", + "accept": true, + "reason": "Likely the same stale-version badge regression in the Control/Gateway UI after upgrade; both report the UI showing the old version." + }, + { + "left": "issue:63465", + "right": "issue:66185", + "accept": false, + "reason": "These share the dreaming cron area, but one says the cron is not created while the other says it runs briefly, reports success, and produces no artifacts. That is not enough to treat as the same bug." + }, + { + "left": "issue:30335", + "right": "issue:34460", + "accept": false, + "reason": "Both involve edit-tool path resolution, but one is about existing files and the other is about absolute paths outside the workspace. The scopes differ too much to merge as one issue." + }, + { + "left": "issue:35254", + "right": "issue:36431", + "accept": true, + "reason": "Likely the same message-routing bug: both say TUI-bound messages are being mislabeled or delivered to the wrong destination instead of the TUI." + }, + { + "left": "issue:63429", + "right": "issue:66077", + "accept": true, + "reason": "Likely the same memory embedding-provider resolution problem, with 'unknown provider: ollama' showing up through different CLI/runtime paths." + }, + { + "left": "issue:63768", + "right": "issue:64912", + "accept": true, + "reason": "Same packaging regression: qa/scenarios is missing, which breaks completion-cache refresh/generation." + }, + { + "left": "issue:66936", + "right": "issue:68632", + "accept": true, + "reason": "Likely the same unresolved SecretRef issue in `openclaw agents list`, including the hang after completion on one report." + }, + { + "left": "issue:48624", + "right": "issue:53927", + "accept": true, + "reason": "Same BlueBubbles webhook route failure: the gateway appears to listen, but POST requests return 404." + }, + { + "left": "issue:50957", + "right": "issue:67166", + "accept": false, + "reason": "These are related feature requests about images in WebChat, but they ask for different product behavior and do not describe the same concrete change." + }, + { + "left": "issue:64510", + "right": "issue:65722", + "accept": false, + "reason": "Both mention 0-artifact wiki bridge imports, but the reported causes differ enough that the packet does not show the same underlying bug." + }, + { + "left": "issue:24662", + "right": "issue:65281", + "accept": true, + "reason": "Likely the same WebChat image paste/send regression after the v2026.4.10 upgrade." + }, + { + "left": "issue:53618", + "right": "issue:68851", + "accept": true, + "reason": "Same WebChat image upload/paste failure; 68851 is a more detailed report of the same behavior." + }, + { + "left": "issue:66682", + "right": "issue:66714", + "accept": true, + "reason": "Likely the same Telegram startup regression where `setMyCommands` is not being registered/called at startup or restart." + }, + { + "left": "issue:51175", + "right": "issue:64174", + "accept": false, + "reason": "Both are OpenAI Codex OAuth failures, but the error signatures differ (`unsupported_country_region_territory` vs generic 403 HTML), so the packet does not support a single shared bug." + }, + { + "left": "issue:62579", + "right": "issue:64007", + "accept": true, + "reason": "Same QMD collection-name mismatch: one side creates one collection name while the other queries the alternate name." + }, + { + "left": "issue:65107", + "right": "issue:66242", + "accept": false, + "reason": "Both involve SSRF blocking, but one is a blanket hostname-URL failure and the other is Android/Termux-specific; the packet only supports related symptoms, not one bug." + }, + { + "left": "issue:54131", + "right": "issue:62826", + "accept": true, + "reason": "Same WhatsApp outbound-media regression: media tokens / `--media` are silently dropped." + }, + { + "left": "issue:28423", + "right": "issue:65697", + "accept": true, + "reason": "Same LaunchAgent entrypoint mismatch after update (`entry.js` -> `index.js`), causing stale or crashing startup behavior." + }, + { + "left": "issue:66335", + "right": "issue:68117", + "accept": true, + "reason": "Likely the same browser startup/CDP connectivity failure: the launched Chrome websocket is not reachable after start." + }, + { + "left": "issue:63665", + "right": "issue:64932", + "accept": true, + "reason": "Same missing `qa/scenarios` packaging problem causing completion-cache refresh/generation to fail." + }, + { + "left": "issue:63946", + "right": "issue:65722", + "accept": false, + "reason": "Both are wiki-bridge import reports with 0 artifacts, but the packet shows different suspected causes and does not justify merging them as one bug." + }, + { + "left": "issue:64861", + "right": "issue:64947", + "accept": true, + "reason": "Same OpenAI Codex OAuth scope problem, with `invalid_scope` affecting model/request-related scopes." + }, + { + "left": "issue:63701", + "right": "issue:66290", + "accept": false, + "reason": "Both mention a max-call-stack failure in gateway startup, but the concrete paths differ too much to be treated as one merged fix." + }, + { + "left": "issue:33259", + "right": "issue:61103", + "accept": false, + "reason": "These are different Control UI regressions: stale version badge versus broken screenshot/image upload." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "The overall cluster split is grounded, but the output is not conservative enough on some soft edges. In particular, issue:63465 \u2194 issue:66185 is treated as the same bug even though the titles describe different failure modes ('cron not created' vs 'cron exits quickly and produces no artifacts'), which is more than the packet supports. A few other accepted pairs are also stated too definitively as duplicates when the packet only shows similar symptoms. The summary should be toned down to 'likely related' unless there is stronger evidence." + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 13, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:31098", + "issue:32933", + "issue:36608", + "issue:53232", + "issue:53244", + "issue:53605", + "issue:53813", + "issue:55066", + "issue:55816", + "issue:55969", + "issue:57574", + "issue:57811", + "issue:62579", + "issue:63138", + "issue:63768", + "issue:63946", + "issue:63968", + "issue:64668", + "issue:64781", + "issue:64833", + "issue:64861", + "issue:65112", + "issue:65276", + "issue:65431", + "issue:65890", + "issue:65990", + "issue:66057", + "issue:66077", + "issue:66078", + "issue:66082", + "issue:66095", + "issue:66163", + "issue:66335", + "issue:66518", + "issue:66801", + "issue:67029", + "issue:67032", + "issue:67291", + "issue:67482", + "issue:67786", + "issue:68102", + "issue:68117", + "issue:68241", + "issue:68371", + "issue:68488", + "issue:68605", + "issue:68804" + ], + "soft_pairs": [ + "issue:31098|issue:68804", + "issue:65112|issue:65276", + "issue:32933|issue:53813", + "issue:66163|issue:66518", + "issue:53232|issue:55969", + "issue:67032|issue:68605", + "issue:64781|issue:67786", + "issue:63946|issue:64668", + "issue:55066|issue:57574", + "issue:67291|issue:67482", + "issue:36608|issue:66057", + "issue:66082|issue:68371", + "issue:63138|issue:68117", + "issue:64833|issue:64861", + "issue:62579|issue:65890", + "issue:68241|issue:68488", + "issue:65431|issue:66095", + "issue:66077|issue:66078", + "issue:63768|issue:63968", + "issue:53244|issue:53605", + "issue:63138|issue:66335", + "issue:67032|issue:68102", + "issue:63138|issue:65990", + "issue:66801|issue:67029", + "issue:55816|issue:57811" + ], + "prepared_review_unit_hash": "1351f0efbcc4a72ac9313f6fc526a99c90dcfb9fcded2d1babf0dc270f08c507", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 25, + "serialized_chars": 34995, + "estimated_input_tokens": 8749, + "estimated_eval_tokens": 17754 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "The packet is mostly a collection of separate duplicate pairs across unrelated subsystems. I accept 16/24 soft edges as true duplicates and reject the image-tool pair issue:65431 vs issue:66095, since one is a generic image-support complaint while the other is specifically a parseMessageWithAttachments regression.", + "confidence": 0.89, + "canonical_issue_reason": "No single global canonical issue exists across the whole packet; it spans many unrelated duplicate groups. Within each accepted pair, the more specific report that names the exact error, path, or missing file/provider is the better canonical.", + "canonical_pr_reason": null, + "best_issue_reason": "No single issue is globally best for all items. The best representatives are the most specific reports in each duplicate group, especially those that identify the exact failing path or root cause.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:31098", + "right": "issue:68804", + "accept": false, + "reason": "Same broad status-warning theme, but different channels and no clear shared code path." + }, + { + "left": "issue:65112", + "right": "issue:65276", + "accept": true, + "reason": "Both describe the same Telegram direct-session leak of commentary-phase assistant text." + }, + { + "left": "issue:32933", + "right": "issue:53813", + "accept": false, + "reason": "Both involve exec-tool behavior, but the failure modes differ: timeout/result loss vs parameter loss on consecutive calls." + }, + { + "left": "issue:66163", + "right": "issue:66518", + "accept": true, + "reason": "Same underlying 'Unknown memory embedding provider: ollama' bug." + }, + { + "left": "issue:53232", + "right": "issue:55969", + "accept": false, + "reason": "Unrelated bugs: deleted session JSONL cleanup vs missing media-understanding provider registration." + }, + { + "left": "issue:67032", + "right": "issue:68605", + "accept": true, + "reason": "Same webchat Control UI image upload/persistence failure path." + }, + { + "left": "issue:64781", + "right": "issue:67786", + "accept": false, + "reason": "Both are Google Chat 401s, but they point to different auth layers and causes." + }, + { + "left": "issue:63946", + "right": "issue:64668", + "accept": true, + "reason": "Same memory-wiki bridge import failure showing zero artifacts." + }, + { + "left": "issue:55066", + "right": "issue:57574", + "accept": false, + "reason": "Different feature requests for different image-generation providers." + }, + { + "left": "issue:67291", + "right": "issue:67482", + "accept": true, + "reason": "Same init-wizard/onboarding crash on undefined .trim." + }, + { + "left": "issue:36608", + "right": "issue:66057", + "accept": false, + "reason": "Both are cleanup problems, but they target different artifact lifecycles." + }, + { + "left": "issue:66082", + "right": "issue:68371", + "accept": true, + "reason": "Same memory-wiki bridge mode exporting 0 artifacts." + }, + { + "left": "issue:63138", + "right": "issue:68117", + "accept": true, + "reason": "Same browser startup failure where the Chrome CDP websocket is not reachable after launch." + }, + { + "left": "issue:64833", + "right": "issue:64861", + "accept": true, + "reason": "Same openai-codex auth failure on invalid_scope for model.request." + }, + { + "left": "issue:62579", + "right": "issue:65890", + "accept": true, + "reason": "Same QMD collection-name mismatch causing fallback behavior." + }, + { + "left": "issue:68241", + "right": "issue:68488", + "accept": true, + "reason": "Same 'Unknown model' rejection for claude-opus-4-7." + }, + { + "left": "issue:65431", + "right": "issue:66095", + "accept": false, + "reason": "They look similar at a high level, but the packet does not show the same concrete bug: generic image-tool support complaint vs parseMessageWithAttachments dropping images." + }, + { + "left": "issue:66077", + "right": "issue:66078", + "accept": true, + "reason": "Same unknown ollama memory embedding provider error." + }, + { + "left": "issue:63768", + "right": "issue:63968", + "accept": true, + "reason": "Same packaging regression from missing qa/scenarios/index.md." + }, + { + "left": "issue:53244", + "right": "issue:53605", + "accept": true, + "reason": "Same WhatsApp runtime files missing from the npm package after release." + }, + { + "left": "issue:63138", + "right": "issue:66335", + "accept": true, + "reason": "Same browser CDP websocket startup failure, with manual CDP working but managed launch failing." + }, + { + "left": "issue:67032", + "right": "issue:68102", + "accept": true, + "reason": "Same webchat Control UI image-attachment path failing after upload." + }, + { + "left": "issue:66801", + "right": "issue:67029", + "accept": true, + "reason": "Same dreaming/session cleanup path failing due to missing operator.admin scope." + }, + { + "left": "issue:55816", + "right": "issue:57811", + "accept": false, + "reason": "Related provider-registry symptoms, but one is missing API key and the other is missing API provider registration." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "The review is mostly well-grounded, but it is not fully precise: the soft-verdict list contains 17 accepts, not 16. The most questionable accept is issue:65431 vs issue:66095, which looks similar at a high level but is not clearly the same bug from the packet alone (one is a generic image-tool support complaint, the other is a parseMessageWithAttachments regression). Because of that, I can\u2019t accept the summary as fully conservative." + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 14, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:31760", + "issue:31883", + "issue:33082", + "issue:34971", + "issue:51636", + "issue:51810", + "issue:53493", + "issue:53618", + "issue:53721", + "issue:53959", + "issue:54689", + "issue:59943", + "issue:62826", + "issue:62867", + "issue:63214", + "issue:63236", + "issue:63461", + "issue:63465", + "issue:63541", + "issue:63787", + "issue:63936", + "issue:64019", + "issue:64067", + "issue:64111", + "issue:64644", + "issue:64668", + "issue:64839", + "issue:64932", + "issue:65177", + "issue:65431", + "issue:66092", + "issue:66177", + "issue:66253", + "issue:66480", + "issue:66486", + "issue:66576", + "issue:66597", + "issue:66758", + "issue:67032", + "issue:67081", + "issue:67131", + "issue:67406", + "issue:67412", + "issue:67875", + "issue:67927", + "issue:68027", + "issue:68828", + "issue:68851" + ], + "soft_pairs": [ + "issue:51810|issue:54689", + "issue:63236|issue:64644", + "issue:63787|issue:64932", + "issue:65431|issue:66253", + "issue:63541|issue:64067", + "issue:34971|issue:53959", + "issue:31760|issue:51636", + "issue:62867|issue:65177", + "issue:59943|issue:66758", + "issue:53618|issue:67032", + "issue:63214|issue:64019", + "issue:64111|issue:67406", + "issue:64839|issue:66486", + "issue:53493|issue:53721", + "issue:62826|issue:63461", + "issue:67131|issue:67875", + "issue:63787|issue:64067", + "issue:66480|issue:67032", + "issue:63465|issue:63936", + "issue:66480|issue:68851", + "issue:64668|issue:68828", + "issue:66597|issue:67081", + "issue:67927|issue:68027", + "issue:33082|issue:66092", + "issue:66177|issue:67412", + "issue:31883|issue:66576" + ], + "prepared_review_unit_hash": "e73eb7e78b41bf9ac622ba7a9bcbef722d165b103ccf8df031756df87c8458e0", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 26, + "serialized_chars": 35502, + "estimated_input_tokens": 8876, + "estimated_eval_tokens": 18008 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This set is a loose cluster of several smaller duplicate families rather than one single bug: image-tool/model detection, Telegram/WhatsApp delivery, webchat flicker/upload, QA pack path resolution, and memory-core dreaming/baseUrl regressions.", + "confidence": 0.74, + "canonical_issue_reason": "issue:59943 is the strongest anchor for the largest coherent family in this set: repeated image-tool 'Unknown model' reports around Ollama/vision model handling, and it is already closed with inbound references.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:59943 is the best representative overall because it is the broadest, most central issue among the recurring duplicate-like reports and most likely serves as the canonical target for the image-tool subcluster.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:51810", + "right": "issue:54689", + "accept": false, + "reason": "Both are Telegram-related, but one is a SecretRef/doctor regression and the other is broken file sending after upgrade; different bugs." + }, + { + "left": "issue:63236", + "right": "issue:64644", + "accept": true, + "reason": "Same MiniMax image-processing failure mode: both report 'chat content is empty (2013)' when handling images." + }, + { + "left": "issue:63787", + "right": "issue:64932", + "accept": true, + "reason": "Both point to the same QA scenario pack path problem around qa/scenarios/index.md causing completion-cache failures." + }, + { + "left": "issue:65431", + "right": "issue:66253", + "accept": false, + "reason": "Related image-tool symptoms, but one is a generic model-capability mismatch while the other is a specific attachment-parsing drop for glm-5v-turbo." + }, + { + "left": "issue:63541", + "right": "issue:64067", + "accept": true, + "reason": "Same missing qa/scenarios/index.md / scenario-pack-not-found failure in completion-cache update." + }, + { + "left": "issue:34971", + "right": "issue:53959", + "accept": false, + "reason": "Only share a broad upgrade/regression framing; they describe different broken behaviors and different subsystems." + }, + { + "left": "issue:31760", + "right": "issue:51636", + "accept": true, + "reason": "Both describe the Discord health-monitor restart loop / gateway disconnect pattern after upgrade." + }, + { + "left": "issue:62867", + "right": "issue:65177", + "accept": false, + "reason": "Both involve OpenClaw upgrades, but one is a general breakage and the other is a specific Feishu botName migration bug." + }, + { + "left": "issue:59943", + "right": "issue:66758", + "accept": true, + "reason": "Same image-tool 'Unknown model' family for Ollama/provider models; the second reads like the broader follow-up/regression of the first." + }, + { + "left": "issue:53618", + "right": "issue:67032", + "accept": false, + "reason": "67032 bundles image-upload missing with a separate message-display lag issue, so it is not cleanly the same single bug." + }, + { + "left": "issue:63214", + "right": "issue:64019", + "accept": false, + "reason": "Both are memory-core dreaming regressions, but one is an idempotencyKey failure and the other is missing cron creation; different code paths." + }, + { + "left": "issue:64111", + "right": "issue:67406", + "accept": true, + "reason": "Both are about Ollama vision models not being recognized/available through the image tool." + }, + { + "left": "issue:64839", + "right": "issue:66486", + "accept": false, + "reason": "These are both image-tool issues, but the former combines a Bailian/Qwen case with QQ URL blocking while the latter is a local imageModel-capability mismatch." + }, + { + "left": "issue:53493", + "right": "issue:53721", + "accept": true, + "reason": "Same Telegram channel initialization failure around restart/polling-stall behavior." + }, + { + "left": "issue:62826", + "right": "issue:63461", + "accept": true, + "reason": "Same WhatsApp OpenClaw --media sending bug; both say media is not delivered." + }, + { + "left": "issue:67131", + "right": "issue:67875", + "accept": true, + "reason": "Both describe the models.json baseUrl being mutated into an invalid /v1-style form on restart, causing codex/baseUrl failures." + }, + { + "left": "issue:66480", + "right": "issue:67032", + "accept": false, + "reason": "One is a feature request for image upload/paste; the other is a bug report that also includes a separate message-lag symptom." + }, + { + "left": "issue:64668", + "right": "issue:68828", + "accept": true, + "reason": "Same memory-wiki bridge import failure, with the second identifying publicArtifacts capability exposure as the cause." + }, + { + "left": "issue:66597", + "right": "issue:67081", + "accept": true, + "reason": "Same webchat symptom: user messages are not shown immediately after sending." + }, + { + "left": "issue:67927", + "right": "issue:68027", + "accept": false, + "reason": "Different areas entirely: OpenClaw image upload versus browser attachOnly/CDP profile detection." + }, + { + "left": "issue:33082", + "right": "issue:66092", + "accept": true, + "reason": "Both describe Telegram voice-note/TTS auto-delivery failing because media/voice metadata is lost in the outbound pipeline." + }, + { + "left": "issue:66177", + "right": "issue:67412", + "accept": true, + "reason": "Same Control UI/webchat flicker where the sent message disappears and reappears." + }, + { + "left": "issue:31883", + "right": "issue:66576", + "accept": true, + "reason": "These are the same feature request: configurable bootstrapFiles / workspace file inclusion-exclusion." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet: it correctly describes multiple small duplicate families rather than one monolithic bug, and the canonicalization of issue:59943 is supported by inbound references plus the follow-up issue:66758 explicitly referencing #59943. The accepted soft-edge pairs are conservative overall, with title-level evidence that the reports concern the same symptom families." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 15, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:30300", + "issue:30908", + "issue:31486", + "issue:32948", + "issue:32949", + "issue:33119", + "issue:33561", + "issue:33572", + "issue:34659", + "issue:35523", + "issue:37028", + "issue:52186", + "issue:53135", + "issue:53672", + "issue:53749", + "issue:53766", + "issue:53955", + "issue:55272", + "issue:62409", + "issue:62886", + "issue:62904", + "issue:63317", + "issue:63541", + "issue:63667", + "issue:63701", + "issue:64067", + "issue:64139", + "issue:64348", + "issue:64606", + "issue:64852", + "issue:64860", + "issue:65283", + "issue:65662", + "issue:65829", + "issue:66046", + "issue:66082", + "issue:66161", + "issue:66202", + "issue:66353", + "issue:66624", + "issue:66625", + "issue:66641", + "issue:66669", + "issue:66677", + "issue:66728", + "issue:66785", + "issue:67327", + "issue:68027" + ], + "soft_pairs": [ + "issue:53955|issue:63317", + "issue:65283|issue:66625", + "issue:30908|issue:37028", + "issue:32948|issue:55272", + "issue:30300|issue:63701", + "issue:66353|issue:68027", + "issue:63541|issue:64348", + "issue:63667|issue:64139", + "issue:32949|issue:64606", + "issue:62409|issue:66161", + "issue:31486|issue:65829", + "issue:33119|issue:66669", + "issue:66677|issue:66728", + "issue:64852|issue:66046", + "issue:34659|issue:35523", + "issue:53749|issue:53766", + "issue:66624|issue:66641", + "issue:33561|issue:33572", + "issue:66082|issue:67327", + "issue:53135|issue:53672", + "issue:66202|issue:66785", + "issue:64067|issue:64860", + "issue:52186|issue:65662", + "issue:62886|issue:62904" + ], + "prepared_review_unit_hash": "4be2db2ccd59d1965787ae0c6b317ec6f646cad9843c4657302b991e5515140c", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 34914, + "estimated_input_tokens": 8729, + "estimated_eval_tokens": 17714 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This cluster is heterogeneous: it contains several separate duplicate families (Telegram leakage, Control UI image rendering, onboarding Select channel crashes, missing qa/scenario-pack dist files, model/status display bugs, etc.). I only accepted pairs that appear to be the same concrete bug or change.", + "confidence": 0.78, + "canonical_issue_reason": "No single canonical issue covers the whole cluster; it splits into multiple unrelated duplicate subgroups.", + "canonical_pr_reason": null, + "best_issue_reason": "Among the accepted groups, issue 66161 is the clearest representative of the Telegram commentary/scratch leakage subgroup, but the overall cluster is too mixed to collapse to one issue.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:53955", + "right": "issue:63317", + "accept": true, + "reason": "Both report QMD memory indexing/search returning empty after an update; same underlying memory-index/search path." + }, + { + "left": "issue:65283", + "right": "issue:66625", + "accept": false, + "reason": "Both involve MiniMax image-tool failures, but one is an API-key/model-capability mismatch and the other is a specific VLM model failure; not clearly the same bug." + }, + { + "left": "issue:30908", + "right": "issue:37028", + "accept": true, + "reason": "Both point to duplicate Feishu plugin registration/duplicate plugin id causing gateway warnings or crash." + }, + { + "left": "issue:32948", + "right": "issue:55272", + "accept": true, + "reason": "These are the same status-line bug: the UI shows the fallback model instead of the active runtime/primary model." + }, + { + "left": "issue:30300", + "right": "issue:63701", + "accept": false, + "reason": "Same error text (stack overflow) but different subsystems and failure paths: webchat image upload vs gateway cron/plugin-schema compilation." + }, + { + "left": "issue:66353", + "right": "issue:68027", + "accept": false, + "reason": "Both are browser/CDP attach problems, but one is CDP detection and the other is attachOnly/profile-running state; too different to merge." + }, + { + "left": "issue:63541", + "right": "issue:64348", + "accept": true, + "reason": "Both describe the published package missing qa/scenarios artifacts, breaking completion-cache/QA-lab updates." + }, + { + "left": "issue:63667", + "right": "issue:64139", + "accept": false, + "reason": "Image-tool empty-content failure and exec crontab SIGKILL are unrelated." + }, + { + "left": "issue:32949", + "right": "issue:64606", + "accept": false, + "reason": "Both are Telegram retry-related, but one sends to the wrong topic and the other duplicates messages after timeout; different bugs." + }, + { + "left": "issue:62409", + "right": "issue:66161", + "accept": true, + "reason": "Same Telegram leakage bug: assistant commentary/scratch text is exposed to user-visible chat." + }, + { + "left": "issue:31486", + "right": "issue:65829", + "accept": true, + "reason": "Both describe the image tool not handling custom providers because the provider registry/config is not recognized." + }, + { + "left": "issue:33119", + "right": "issue:66669", + "accept": true, + "reason": "Both are the Control UI webchat image-attachment rendering bug; one is user-sent, the other agent-sent." + }, + { + "left": "issue:66677", + "right": "issue:66728", + "accept": true, + "reason": "66728 is a specific repro of the same QuickStart Select channel onboarding crash reported in 66677." + }, + { + "left": "issue:64852", + "right": "issue:66046", + "accept": true, + "reason": "Both report a Google Vertex auth regression after upgrade, with 401 failures from broken credential/auth handling." + }, + { + "left": "issue:34659", + "right": "issue:35523", + "accept": false, + "reason": "Both mention TUI display issues, but one is direct reply rendering and the other is delayed assistant message visibility until restart; not the same concrete defect." + }, + { + "left": "issue:53749", + "right": "issue:53766", + "accept": true, + "reason": "These are the same message-tool schema bug: the react action incorrectly requires the buttons field." + }, + { + "left": "issue:66624", + "right": "issue:66641", + "accept": true, + "reason": "Same onboarding crash at Select channel / trim undefined; 66641 is just a more specific reproduction of the 66624 failure." + }, + { + "left": "issue:33561", + "right": "issue:33572", + "accept": false, + "reason": "Same broad pattern (reply context fallback ignored), but they are different extensions with different code paths, so they are not clearly mergeable." + }, + { + "left": "issue:66082", + "right": "issue:67327", + "accept": true, + "reason": "Both say wiki/memory bridge artifacts are reported as zero despite populated memory; same bridge-export bug." + }, + { + "left": "issue:53135", + "right": "issue:53672", + "accept": false, + "reason": "Control UI assets/build failure and Control UI port 18789 connectivity are unrelated." + }, + { + "left": "issue:66202", + "right": "issue:66785", + "accept": false, + "reason": "Ollama models unavailable and setup wizard scrollability are different problems." + }, + { + "left": "issue:64067", + "right": "issue:64860", + "accept": true, + "reason": "Both are the QA Lab/completion-cache failure to find the scenario pack after the package update." + }, + { + "left": "issue:52186", + "right": "issue:65662", + "accept": false, + "reason": "Both involve ElevenLabs TTS, but one is wrong-voice playback and the other is playback failure with system-voice fallback; not the same bug." + }, + { + "left": "issue:62886", + "right": "issue:62904", + "accept": true, + "reason": "Same Telegram packaging/config-load breakage from the missing src/ directory / bad setup-entry reference." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet, and the accepted pairs are generally conservative and supported by the issue titles. The cluster is clearly heterogeneous, and the rejection choices avoid overclaiming on the more ambiguous soft pairs." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 16, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:32892", + "issue:33533", + "issue:33537", + "issue:33542", + "issue:33548", + "issue:33554", + "issue:33572", + "issue:33580", + "issue:34298", + "issue:35051", + "issue:35063", + "issue:43637", + "issue:51126", + "issue:51432", + "issue:51656", + "issue:52282", + "issue:53135", + "issue:57131", + "issue:62515", + "issue:62535", + "issue:63641", + "issue:63863", + "issue:63968", + "issue:64012", + "issue:64067", + "issue:64566", + "issue:64687", + "issue:64861", + "issue:64894", + "issue:64975", + "issue:65062", + "issue:65064", + "issue:65322", + "issue:65701", + "issue:66095", + "issue:66253", + "issue:66319", + "issue:66486", + "issue:66619", + "issue:66624", + "issue:66641", + "issue:66643", + "issue:66677", + "issue:66693", + "issue:67214", + "issue:67342", + "issue:67353", + "issue:68165" + ], + "soft_pairs": [ + "issue:51126|issue:51432", + "issue:34298|issue:63641", + "issue:66641|issue:66677", + "issue:63968|issue:64975", + "issue:64012|issue:64566", + "issue:43637|issue:57131", + "issue:66624|issue:67214", + "issue:32892|issue:64861", + "issue:66641|issue:66693", + "issue:63863|issue:65322", + "issue:65701|issue:68165", + "issue:33548|issue:33572", + "issue:67214|issue:67342", + "issue:65062|issue:65064", + "issue:52282|issue:53135", + "issue:63968|issue:64067", + "issue:33533|issue:33580", + "issue:64687|issue:64894", + "issue:35051|issue:35063", + "issue:62515|issue:62535", + "issue:33554|issue:33572", + "issue:66095|issue:66253", + "issue:33537|issue:33580", + "issue:33542|issue:33580", + "issue:66619|issue:67353", + "issue:33548|issue:33554", + "issue:51656|issue:66486", + "issue:66319|issue:66643" + ], + "prepared_review_unit_hash": "27c3b40fe0ac4db78e8d70220222617e86e353c3969c4182f638d75e34e77936", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 28, + "serialized_chars": 36391, + "estimated_input_tokens": 9098, + "estimated_eval_tokens": 18452 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "The cluster has several likely issue families, but the soft-edge pairs are mostly title-level or subsystem-level similarities without enough evidence of the same concrete bug. I would keep the onboarding/trim crash as the main issue anchor, but reject all soft-edge merges here given the lack of deterministic evidence and no shared targets/files.", + "confidence": 0.83, + "canonical_issue_reason": "Issue 66641 is the best canonical issue anchor because it most clearly names the onboarding crash and can absorb the related trim-error reports without being too narrow.", + "canonical_pr_reason": null, + "best_issue_reason": "66641 is the strongest overall issue representative: it is specific enough to identify the defect while still broad enough to group the closely related onboarding crash reports.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:51126", + "right": "issue:51432", + "accept": false, + "reason": "Different bugs: command parsing of /model subcommands vs a specific Codex model fallback error." + }, + { + "left": "issue:34298", + "right": "issue:63641", + "accept": false, + "reason": "Unrelated symptoms: localhost routing/404 behavior vs missing /prose command registration." + }, + { + "left": "issue:66641", + "right": "issue:66677", + "accept": false, + "reason": "Similar onboarding wording, but no direct evidence they are the same exact crash path." + }, + { + "left": "issue:63968", + "right": "issue:64975", + "accept": false, + "reason": "Both mention missing qa/scenarios/index.md, but the reports describe different failure surfaces and are not proven identical." + }, + { + "left": "issue:64012", + "right": "issue:64566", + "accept": false, + "reason": "Same provider area, but one is schema validation rejection and the other is a docs mismatch report; not enough to merge." + }, + { + "left": "issue:43637", + "right": "issue:57131", + "accept": false, + "reason": "macOS gateway stop issues are related, but the evidence does not show they are the same concrete stop/unload defect." + }, + { + "left": "issue:66624", + "right": "issue:67214", + "accept": false, + "reason": "Onboarding trim crash vs cron-job collapse after update: different failure modes." + }, + { + "left": "issue:32892", + "right": "issue:64861", + "accept": false, + "reason": "Both involve openai-codex auth, but the reported failures differ materially: missing provider plugins vs invalid_scope/model.request." + }, + { + "left": "issue:66641", + "right": "issue:66693", + "accept": false, + "reason": "Same error text appears, but the packet does not prove both reports hit the identical code path." + }, + { + "left": "issue:63863", + "right": "issue:65322", + "accept": false, + "reason": "Both touch startup/chat.history timing, but one is a long delay and the other is an explicit unavailable error." + }, + { + "left": "issue:65701", + "right": "issue:68165", + "accept": false, + "reason": "Different messaging-provider problems: duplicate Telegram sends vs WhatsApp validation-message behavior and Telegram setup failure." + }, + { + "left": "issue:33548", + "right": "issue:33572", + "accept": false, + "reason": "Both are context-forwarding bugs, but they affect different providers and different context fields." + }, + { + "left": "issue:67214", + "right": "issue:67342", + "accept": false, + "reason": "Cron-job regression and BlueBubbles startup runtime error are distinct defects." + }, + { + "left": "issue:65062", + "right": "issue:65064", + "accept": false, + "reason": "65062 is a composite report; 65064 is one specific startup issue, so they are not the same issue." + }, + { + "left": "issue:52282", + "right": "issue:53135", + "accept": false, + "reason": "Windows quoting/path failure is different from missing Control UI assets." + }, + { + "left": "issue:63968", + "right": "issue:64067", + "accept": false, + "reason": "Shared missing-file theme, but one is a packaging regression and the other is a completion-update failure; not proven identical." + }, + { + "left": "issue:33533", + "right": "issue:33580", + "accept": false, + "reason": "Same method name, but different providers and no evidence of one shared bug." + }, + { + "left": "issue:64687", + "right": "issue:64894", + "accept": false, + "reason": "Likely same auth family, but the reports are not specific enough to treat as one concrete duplicate without stronger evidence." + }, + { + "left": "issue:35051", + "right": "issue:35063", + "accept": false, + "reason": "Different parsers and different malformed-input surfaces." + }, + { + "left": "issue:62515", + "right": "issue:62535", + "accept": false, + "reason": "Very similar Dreaming config reports, but the packet only shows title similarity and no deeper linking evidence." + }, + { + "left": "issue:33554", + "right": "issue:33572", + "accept": false, + "reason": "Thread/reply-context handling in Discord is not the same bug as Feishu reply-target context." + }, + { + "left": "issue:66095", + "right": "issue:66253", + "accept": false, + "reason": "Same function name and symptom class, but different models and no proof they share the exact failure path." + }, + { + "left": "issue:33537", + "right": "issue:33580", + "accept": false, + "reason": "Both mention mediaLocalRoots, but across different plugins and without evidence of a single shared defect." + }, + { + "left": "issue:33542", + "right": "issue:33580", + "accept": false, + "reason": "Same as above: similar parameter-level symptom, not enough to merge as one bug." + }, + { + "left": "issue:66619", + "right": "issue:67353", + "accept": false, + "reason": "Same trim-related onboarding family, but the evidence here is still only similarity of symptom text." + }, + { + "left": "issue:33548", + "right": "issue:33554", + "accept": false, + "reason": "Different providers and different missing-context fields; too broad to merge." + }, + { + "left": "issue:51656", + "right": "issue:66486", + "accept": false, + "reason": "Both mention image routing, but one is vision fallback logic and the other is local imageModel handling; not the same bug." + }, + { + "left": "issue:66319", + "right": "issue:66643", + "accept": false, + "reason": "No technical overlap is evident from the titles or metadata." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "The high-level summary is mostly grounded, but the soft-edge verdicts are not conservative enough. Every pair the analyst marked as accepting is labeled `deterministic_accept: false` in the packet, and several of those calls rely on title-level similarity rather than enough evidence to treat them as the same concrete bug. The response should be rejected for over-accepting uncertain duplicates." + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 17, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:33259", + "issue:33548", + "issue:33561", + "issue:33607", + "issue:33880", + "issue:34659", + "issue:36301", + "issue:37546", + "issue:51036", + "issue:53582", + "issue:53739", + "issue:53907", + "issue:53927", + "issue:55346", + "issue:56854", + "issue:61033", + "issue:63534", + "issue:64055", + "issue:64238", + "issue:64250", + "issue:64636", + "issue:64775", + "issue:64839", + "issue:64894", + "issue:65125", + "issue:65218", + "issue:65281", + "issue:65283", + "issue:65347", + "issue:65362", + "issue:65431", + "issue:65465", + "issue:65611", + "issue:66017", + "issue:66048", + "issue:66281", + "issue:66323", + "issue:66324", + "issue:66643", + "issue:66981", + "issue:67056", + "issue:67745", + "issue:67955", + "issue:68027", + "issue:68076", + "issue:68185", + "issue:68851" + ], + "soft_pairs": [ + "issue:53739|issue:53907", + "issue:34659|issue:65362", + "issue:64894|issue:65347", + "issue:53927|issue:67955", + "issue:66323|issue:66643", + "issue:66324|issue:66643", + "issue:65125|issue:66281", + "issue:66048|issue:66981", + "issue:33259|issue:36301", + "issue:65283|issue:65431", + "issue:64238|issue:64839", + "issue:65281|issue:68851", + "issue:65611|issue:68027", + "issue:37546|issue:64250", + "issue:64055|issue:66048", + "issue:64775|issue:65362", + "issue:33548|issue:33561", + "issue:53582|issue:61033", + "issue:68076|issue:68185", + "issue:66017|issue:67056", + "issue:55346|issue:56854", + "issue:33607|issue:33880", + "issue:65218|issue:65465", + "issue:63534|issue:64636", + "issue:51036|issue:67745" + ], + "prepared_review_unit_hash": "ad9db6f76027c27d446c6a35bde6640bd44928d96033f26f472f1c48d8ade459", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 25, + "serialized_chars": 34671, + "estimated_input_tokens": 8668, + "estimated_eval_tokens": 17592 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This set splits into several distinct bug themes. A few soft pairs are true duplicates (version mismatch after upgrade, Codex OAuth failure, browser attach failures on macOS, image send/paste regression, reserve-token precheck bug, and incomplete-turn payload=0 reports), but most other pairs are different integrations or unrelated symptoms and should stay separate.", + "confidence": 0.81, + "canonical_issue_reason": "issue:36301 is the clearest open, detailed representative of the stale version/UI-service discrepancy after upgrade, and it aligns closely with issue:33259.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:36301 is the best global issue anchor here because it is open, specific, and describes the core upgrade/version-discrepancy bug more clearly than the older duplicate.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:53739", + "right": "issue:53907", + "accept": false, + "reason": "Both are post-upgrade messaging problems, but they affect different platforms (Feishu vs WhatsApp) and do not look like the same underlying bug." + }, + { + "left": "issue:34659", + "right": "issue:65362", + "accept": false, + "reason": "One is a TUI reply-display issue; the other is local model discovery. Different code paths and symptoms." + }, + { + "left": "issue:64894", + "right": "issue:65347", + "accept": true, + "reason": "Both report OpenAI Codex OAuth authentication failures with invalid_scope / missing authorization-code behavior; these look like the same bug." + }, + { + "left": "issue:53927", + "right": "issue:67955", + "accept": false, + "reason": "Both mention a route returning 404, but they are different integrations (BlueBubbles vs Slack HTTP mode) and likely separate registration bugs." + }, + { + "left": "issue:66323", + "right": "issue:66643", + "accept": false, + "reason": "Looks like unrelated spam/garbage content, not the same bug report." + }, + { + "left": "issue:66324", + "right": "issue:66643", + "accept": false, + "reason": "Looks like unrelated spam/garbage content, not the same bug report." + }, + { + "left": "issue:65125", + "right": "issue:66281", + "accept": true, + "reason": "Both describe macOS browser/CDP attach failures after update; they appear to be the same attach-path regression." + }, + { + "left": "issue:66048", + "right": "issue:66981", + "accept": false, + "reason": "One is about config flattening and $include handling; the other is a browser timeout after gateway restart. Different failures." + }, + { + "left": "issue:33259", + "right": "issue:36301", + "accept": true, + "reason": "Both describe the same stale-version / UI-service version mismatch after upgrade, with issue:36301 being the fuller report." + }, + { + "left": "issue:65283", + "right": "issue:65431", + "accept": true, + "reason": "Both are image-tool failures where the provider/model is treated as not supporting images despite image-capable configuration; same underlying bug." + }, + { + "left": "issue:64238", + "right": "issue:64839", + "accept": true, + "reason": "Both report a post-upgrade qwen3.6-plus regression with 'Unknown model' behavior; 64839 adds extra symptoms but appears to share the same root cause." + }, + { + "left": "issue:65281", + "right": "issue:68851", + "accept": true, + "reason": "Both describe Control UI/webchat image paste or drag-drop failing to send images after the v2026.4.10-era changes." + }, + { + "left": "issue:65611", + "right": "issue:68027", + "accept": true, + "reason": "Both are attachOnly/CDP session detection failures where a healthy Chrome session is not recognized; same browser attach bug." + }, + { + "left": "issue:37546", + "right": "issue:64250", + "accept": false, + "reason": "Message ordering conflict and context-limit reset are different user-facing errors and do not point to the same bug." + }, + { + "left": "issue:64055", + "right": "issue:66048", + "accept": false, + "reason": "Port-in-use restart failures and config-include flattening are unrelated gateway issues." + }, + { + "left": "issue:64775", + "right": "issue:65362", + "accept": false, + "reason": "Codex OAuth setup failure and Ollama model discovery failure are unrelated." + }, + { + "left": "issue:33548", + "right": "issue:33561", + "accept": false, + "reason": "Slack identity forwarding and Mattermost threadId fallback are different outbound adapter bugs." + }, + { + "left": "issue:53582", + "right": "issue:61033", + "accept": false, + "reason": "Both are self-message loop reports, but they involve different channels and are not clearly the same code-path defect." + }, + { + "left": "issue:68076", + "right": "issue:68185", + "accept": true, + "reason": "Both report incomplete turns with payloads=0; one is the user-facing symptom and the other is a concrete OpenRouter model repro of the same issue." + }, + { + "left": "issue:66017", + "right": "issue:67056", + "accept": false, + "reason": "Custom provider recognition and provider-header preservation are related area-wise, but they are not the same concrete bug." + }, + { + "left": "issue:55346", + "right": "issue:56854", + "accept": false, + "reason": "Discord reconnect-limit crashes and stale-socket restart exceptions are different gateway failure modes." + }, + { + "left": "issue:33607", + "right": "issue:33880", + "accept": false, + "reason": "A general UI issues bundle is not the same bug as WhatsApp group messages failing to spawn sessions." + }, + { + "left": "issue:65218", + "right": "issue:65465", + "accept": true, + "reason": "Both report the compaction-reserve setting being ignored and prechecks still using reserveTokens=16384; same underlying bug." + }, + { + "left": "issue:63534", + "right": "issue:64636", + "accept": false, + "reason": "UI layout/rendering abnormality and proxy-variable handling are unrelated." + }, + { + "left": "issue:51036", + "right": "issue:67745", + "accept": false, + "reason": "Empty payloads/zero usage and tool_calls not executed are both provider-related, but they describe different concrete failures and should not be merged." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet, and the accepted soft pairs are generally conservative duplicates of the same concrete bug families (OAuth scope/auth failure, macOS CDP attach failure, stale version after upgrade, image-tool image-support regression, incomplete turn payload=0, compaction reserve ignored, etc.). The rejected pairs also stay cautious and do not over-merge clearly different integrations or symptoms. The canonical/best-issue choice for the version-discrepancy bug is supported by the titles and open/closed status." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 18, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:20478", + "issue:24662", + "issue:31514", + "issue:32892", + "issue:33119", + "issue:33607", + "issue:34631", + "issue:36935", + "issue:37548", + "issue:50253", + "issue:51126", + "issue:53485", + "issue:53766", + "issue:53927", + "issue:54070", + "issue:61915", + "issue:62623", + "issue:62960", + "issue:63092", + "issue:63225", + "issue:63534", + "issue:63541", + "issue:63665", + "issue:63743", + "issue:64012", + "issue:64238", + "issue:64667", + "issue:64686", + "issue:64687", + "issue:64729", + "issue:64861", + "issue:64933", + "issue:65083", + "issue:65347", + "issue:65698", + "issue:66151", + "issue:66633", + "issue:66674", + "issue:66740", + "issue:67190", + "issue:67327", + "issue:67619", + "issue:67834", + "issue:68447", + "issue:68484", + "issue:68522", + "issue:68605" + ], + "soft_pairs": [ + "issue:64686|issue:64933", + "issue:53485|issue:67619", + "issue:51126|issue:64861", + "issue:64667|issue:64687", + "issue:65698|issue:67190", + "issue:66674|issue:68522", + "issue:32892|issue:33607", + "issue:50253|issue:63743", + "issue:61915|issue:64012", + "issue:62623|issue:62960", + "issue:66633|issue:67834", + "issue:31514|issue:36935", + "issue:24662|issue:68484", + "issue:33119|issue:68605", + "issue:63541|issue:63665", + "issue:63092|issue:67327", + "issue:53766|issue:54070", + "issue:63534|issue:64238", + "issue:66740|issue:68447", + "issue:20478|issue:37548", + "issue:34631|issue:53927", + "issue:64687|issue:65347", + "issue:64729|issue:65083", + "issue:63225|issue:66151" + ], + "prepared_review_unit_hash": "ad530015137aa9fc57ee28da8f98b66e88d0156fa3bd99bbc37fbe18d43df8a9", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 24, + "serialized_chars": 34357, + "estimated_input_tokens": 8590, + "estimated_eval_tokens": 17436 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Clear duplicate clusters appear around OpenAI Codex OAuth/provider failures, webchat image handling, Slack DM reply duplication, memory-wiki artifact counts, ComfyUI schema validation, and plugin-allow warnings. A few same-subsystem pairs are similar but not close enough to treat as the same bug.", + "confidence": 0.82, + "canonical_issue_reason": "Issue 61915 is the best representative of its duplicate pair with 64012: it names the exact failing config surface and the schema/docs/runtime mismatch in a way that is directly actionable.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 61915 is the strongest standalone triage anchor in this set because it is specific, root-cause oriented, and easy to map to a fix.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:64686", + "right": "issue:64933", + "accept": false, + "reason": "Both mention misleading plugin warnings, but one is a provenance warning and the other is a plugins.allow-empty warning; the underlying bugs appear different." + }, + { + "left": "issue:53485", + "right": "issue:67619", + "accept": false, + "reason": "Both involve chat context loss, but one is web-chat records lost after update and the other is session switching without save; not the same concrete bug." + }, + { + "left": "issue:51126", + "right": "issue:64861", + "accept": false, + "reason": "One is command parsing for /model list/status being treated as model IDs; the other is openai-codex OAuth invalid_scope. Different code paths." + }, + { + "left": "issue:64667", + "right": "issue:64687", + "accept": true, + "reason": "Both report the same OpenAI Codex OAuth breakage; one is the specific invalid-request-scope symptom and the other is the generic follow-up report." + }, + { + "left": "issue:65698", + "right": "issue:67190", + "accept": true, + "reason": "Both describe memory-wiki bridge import returning 0 artifacts; the second is the CLI manifestation of the same cached-registry/publicArtifacts problem." + }, + { + "left": "issue:66674", + "right": "issue:68522", + "accept": false, + "reason": "Shared provider/version and DNS-like wording, but one is an infer/rawError HTML issue while the other is a reply-path endpoint resolution failure; not clearly the same bug." + }, + { + "left": "issue:32892", + "right": "issue:33607", + "accept": false, + "reason": "The first is a specific provider-plugin discovery failure; the second is a broad multi-issue umbrella ticket. Not the same underlying change/bug." + }, + { + "left": "issue:50253", + "right": "issue:63743", + "accept": false, + "reason": "Both request IPv6 support, but one is bind_lan and the other is gateway listening; similar feature area, not the same bug report." + }, + { + "left": "issue:61915", + "right": "issue:64012", + "accept": true, + "reason": "These are the same ComfyUI provider schema-validation failure, with matching affected config path and symptom." + }, + { + "left": "issue:62623", + "right": "issue:62960", + "accept": true, + "reason": "Both describe Slack private-file attachment downloads/visibility breaking after the SSRF redirect fix; same underlying fetch regression." + }, + { + "left": "issue:66633", + "right": "issue:67834", + "accept": true, + "reason": "Both point to the OpenAI Codex provider being broken with Cloudflare 403s, and the second identifies the likely same endpoint-shaping root cause." + }, + { + "left": "issue:31514", + "right": "issue:36935", + "accept": true, + "reason": "Both are Slack DM duplicate-message reports tied to reply_to tags; same symptom and likely same code path." + }, + { + "left": "issue:24662", + "right": "issue:68484", + "accept": true, + "reason": "Both are webchat image-paste failures; the later report is the same bug with a slightly different description/version." + }, + { + "left": "issue:33119", + "right": "issue:68605", + "accept": true, + "reason": "Both describe Control UI/webchat image attachments not persisting or displaying correctly; same underlying UI bug." + }, + { + "left": "issue:63541", + "right": "issue:63665", + "accept": true, + "reason": "Both are the same qa scenario pack / published-dist missing-file regression causing completion-cache update failures." + }, + { + "left": "issue:63092", + "right": "issue:67327", + "accept": true, + "reason": "Both report memory-wiki bridge artifact counts stuck at zero despite populated memory; same bridge/import problem." + }, + { + "left": "issue:53766", + "right": "issue:54070", + "accept": true, + "reason": "Both describe the message tool incorrectly requiring buttons data when interactive buttons are not being used; same validation bug." + }, + { + "left": "issue:63534", + "right": "issue:64238", + "accept": false, + "reason": "One is a UI layout issue in a feature page; the other is an unknown-model regression. No shared bug." + }, + { + "left": "issue:66740", + "right": "issue:68447", + "accept": false, + "reason": "One is a wrong context-window display for a Google model; the other is provider-prefix routing to the wrong provider in LM Studio. Different defects." + }, + { + "left": "issue:20478", + "right": "issue:37548", + "accept": true, + "reason": "Both report duplicate plugin-id warnings when a channel-specific plugin and bundled/entry plugin coexist; same configuration conflict." + }, + { + "left": "issue:34631", + "right": "issue:53927", + "accept": false, + "reason": "Both are webhook 404s, but they involve different integrations and failure modes; too broad to treat as the same bug." + }, + { + "left": "issue:64687", + "right": "issue:65347", + "accept": true, + "reason": "Both are OpenAI Codex OAuth failures with invalid scope / missing authorization code; same auth flow regression." + }, + { + "left": "issue:64729", + "right": "issue:65083", + "accept": true, + "reason": "Both are misleading plugins.allow-related CLI failures caused by stale or mismatched plugin IDs; same validation/error-reporting bug." + }, + { + "left": "issue:63225", + "right": "issue:66151", + "accept": false, + "reason": "These are unrelated missing-module failures in different packages and code paths." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The triage summary is grounded in the packet, and the soft-edge calls stay conservative overall. The accepted pairs are sufficiently close on symptom and subsystem to plausibly be the same bug, while the rejected pairs avoid over-merging similar-but-distinct reports. The ComfyUI 61915/64012 anchor is especially well supported by the titles." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 19, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:31038", + "issue:37142", + "issue:48624", + "issue:49395", + "issue:50966", + "issue:51056", + "issue:51824", + "issue:53644", + "issue:53753", + "issue:55346", + "issue:62158", + "issue:62867", + "issue:62875", + "issue:62898", + "issue:62923", + "issue:62958", + "issue:64312", + "issue:64710", + "issue:64762", + "issue:64764", + "issue:64900", + "issue:64991", + "issue:65045", + "issue:65078", + "issue:65079", + "issue:65100", + "issue:65133", + "issue:65318", + "issue:65321", + "issue:65347", + "issue:65500", + "issue:65521", + "issue:65611", + "issue:66065", + "issue:66097", + "issue:66381", + "issue:66393", + "issue:66516", + "issue:67056", + "issue:67081", + "issue:67454", + "issue:67737", + "issue:67989", + "issue:68117", + "issue:68245", + "issue:68520", + "issue:68605" + ], + "soft_pairs": [ + "issue:65611|issue:66097", + "issue:31038|issue:67737", + "issue:65045|issue:65347", + "issue:66381|issue:67081", + "issue:65133|issue:66065", + "issue:65133|issue:68117", + "issue:51824|issue:53753", + "issue:37142|issue:51056", + "issue:65133|issue:65521", + "issue:66393|issue:68605", + "issue:53644|issue:55346", + "issue:64312|issue:64762", + "issue:62158|issue:65100", + "issue:64991|issue:65318", + "issue:65079|issue:65321", + "issue:64764|issue:64900", + "issue:65078|issue:65500", + "issue:67056|issue:67989", + "issue:62867|issue:62875", + "issue:66516|issue:68245", + "issue:67454|issue:68520", + "issue:62898|issue:62923", + "issue:48624|issue:49395", + "issue:50966|issue:67989", + "issue:62958|issue:64710" + ], + "prepared_review_unit_hash": "9346a46affbb59c15bd89e4c0ead698ff9877d2897ed03db43a6a3f35991fd8b", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 25, + "serialized_chars": 34901, + "estimated_input_tokens": 8726, + "estimated_eval_tokens": 17708 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This set splits into several distinct duplicate mini-clusters rather than one unified cluster. I only accepted pairs that clearly describe the same underlying bug path (OAuth/auth, CDP status detection, webchat rendering, Comfy schema regression, multipart FormData corruption, setup-entry regression, and Ollama agent timeout).", + "confidence": 0.82, + "canonical_issue_reason": "Issue 62898 is the clearest root-cause report in the setup-entry.js regression cluster: it names the broken specifier, explains the impact, and covers the broadest duplicate surface.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 62898 is the strongest global representative among the listed issues because it is explicit about the broken code path and has the broadest, most actionable diagnosis.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:65611", + "right": "issue:66097", + "accept": true, + "reason": "Same CDP session-detection problem for attachOnly/custom browser profiles; both report the profile as not running despite an active/reachable CDP endpoint." + }, + { + "left": "issue:31038", + "right": "issue:67737", + "accept": true, + "reason": "Same hook-delivery bug in api.on(); the WhatsApp report is a channel-specific instance of hooks never firing." + }, + { + "left": "issue:65045", + "right": "issue:65347", + "accept": true, + "reason": "Both describe the same OpenAI Codex OAuth failure with invalid_scope / missing auth-code symptoms." + }, + { + "left": "issue:66381", + "right": "issue:67081", + "accept": true, + "reason": "Same webchat message-visibility regression: sent user messages disappear or are not shown until the assistant response arrives." + }, + { + "left": "issue:65133", + "right": "issue:66065", + "accept": false, + "reason": "Both involve managed browser/CDP startup, but one is a ready-check failure and the other is a browser that exits immediately; not enough evidence of the same concrete bug." + }, + { + "left": "issue:65133", + "right": "issue:68117", + "accept": false, + "reason": "Related managed-browser/CDP symptoms, but the reports differ on failure mode and platform; not clearly the same code-path bug." + }, + { + "left": "issue:51824", + "right": "issue:53753", + "accept": true, + "reason": "Same model-picker mapping error: provider and model ID are being combined/misassigned when switching models." + }, + { + "left": "issue:37142", + "right": "issue:51056", + "accept": false, + "reason": "Both are 401/authentication failures, but they affect different providers and show different request failures; too broad to treat as one bug." + }, + { + "left": "issue:65133", + "right": "issue:65521", + "accept": false, + "reason": "Similar managed browser launch area, but one is a CDP readiness problem and the other is Chrome exiting on Windows; not the same concrete defect." + }, + { + "left": "issue:66393", + "right": "issue:68605", + "accept": true, + "reason": "Same webchat image-rendering/persistence issue; both say uploaded/sent images fail to remain visible correctly in the UI." + }, + { + "left": "issue:53644", + "right": "issue:55346", + "accept": false, + "reason": "Both mention Discord crashes, but one is a WebSocket close-code 1006 exception while the other is a max reconnect-attempts failure; too different to merge." + }, + { + "left": "issue:64312", + "right": "issue:64762", + "accept": true, + "reason": "Same multipart/FormData corruption in the guarded/SSRF-protected fetch path, breaking audio transcription uploads." + }, + { + "left": "issue:62158", + "right": "issue:65100", + "accept": true, + "reason": "Same Comfy provider schema mismatch: config keys used by code are rejected by the provider schema." + }, + { + "left": "issue:64991", + "right": "issue:65318", + "accept": true, + "reason": "Same Gemini CLI OAuth regression/orphaning issue in v2026.4.10; both describe the broken auth flow." + }, + { + "left": "issue:65079", + "right": "issue:65321", + "accept": false, + "reason": "Security-vulnerability package audit and built-in TTS breakage are unrelated." + }, + { + "left": "issue:64764", + "right": "issue:64900", + "accept": true, + "reason": "Same remote CDP/WSL2 Edge status-detection problem: one report says unreachable, the other says running:false despite live targets." + }, + { + "left": "issue:65078", + "right": "issue:65500", + "accept": false, + "reason": "Both mention Telegram/Web UI model visibility, but one is about conversation transcripts and the other about /models listing; not the same bug." + }, + { + "left": "issue:67056", + "right": "issue:67989", + "accept": false, + "reason": "These are different OpenRouter problems: preserving headers for custom models versus requests not routing to models." + }, + { + "left": "issue:62867", + "right": "issue:62875", + "accept": false, + "reason": "A general upgrade regression and a missing src directory in one bundled plugin are not the same underlying issue." + }, + { + "left": "issue:66516", + "right": "issue:68245", + "accept": false, + "reason": "Both involve hangs/timeouts, but the active-memory blocker is a different flow than the beta-blocker timeout report." + }, + { + "left": "issue:67454", + "right": "issue:68520", + "accept": false, + "reason": "Both concern OpenRouter empty responses, but the titles indicate different symptom descriptions and likely different regression points without clearer code-path evidence." + }, + { + "left": "issue:62898", + "right": "issue:62923", + "accept": true, + "reason": "Same setup-entry.js specifier regression affecting channel plugins; 62923 is a broader manifestation of the same broken ./src references." + }, + { + "left": "issue:48624", + "right": "issue:49395", + "accept": true, + "reason": "Same BlueBubbles webhook route issue: the endpoint reports listening but the POST still returns 404." + }, + { + "left": "issue:50966", + "right": "issue:67989", + "accept": false, + "reason": "One is a UI model-switch/provider-selection bug, the other is OpenRouter request routing; they are not the same defect." + }, + { + "left": "issue:62958", + "right": "issue:64710", + "accept": true, + "reason": "Same Ollama agent timeout/hang behavior; the direct-API-vs-agent contrast matches the macOS local Ollama report." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet and stays mostly conservative. The accepted pairs are supported by closely matching titles and symptom descriptions, and the rejected pairs avoid over-merging broader or different failure modes. The canonical issue choice for the setup-entry.js regression cluster is also well supported by 62898/62923." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 20, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:30922", + "issue:33607", + "issue:34243", + "issue:34387", + "issue:50730", + "issue:51175", + "issue:52175", + "issue:52265", + "issue:52766", + "issue:53295", + "issue:53644", + "issue:53672", + "issue:53721", + "issue:53724", + "issue:55304", + "issue:55350", + "issue:56854", + "issue:61412", + "issue:62886", + "issue:63184", + "issue:64667", + "issue:64775", + "issue:64833", + "issue:64947", + "issue:64985", + "issue:65529", + "issue:65613", + "issue:65695", + "issue:65740", + "issue:66281", + "issue:66306", + "issue:66381", + "issue:66393", + "issue:66597", + "issue:66611", + "issue:67072", + "issue:67355", + "issue:67483", + "issue:67705", + "issue:68120", + "issue:68261", + "issue:68272", + "issue:68436", + "issue:68484", + "issue:68513", + "issue:68520", + "issue:68585" + ], + "soft_pairs": [ + "issue:64833|issue:64947", + "issue:61412|issue:65529", + "issue:62886|issue:63184", + "issue:53644|issue:56854", + "issue:68120|issue:68436", + "issue:66381|issue:66597", + "issue:52175|issue:53672", + "issue:66393|issue:68484", + "issue:56854|issue:65613", + "issue:68272|issue:68513", + "issue:34243|issue:64985", + "issue:53644|issue:55350", + "issue:53721|issue:55304", + "issue:65695|issue:66611", + "issue:34387|issue:64775", + "issue:67483|issue:67705", + "issue:68261|issue:68520", + "issue:51175|issue:64667", + "issue:53295|issue:53724", + "issue:50730|issue:68585", + "issue:65740|issue:66281", + "issue:30922|issue:33607", + "issue:52265|issue:52766", + "issue:66381|issue:67072", + "issue:66306|issue:67355" + ], + "prepared_review_unit_hash": "5db39b81cb52d4ea66a2a112be75cb36a1a4dcefefeee71b32bea3a86c777f79", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 25, + "serialized_chars": 34456, + "estimated_input_tokens": 8614, + "estimated_eval_tokens": 17484 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "The batch contains several separate duplicate clusters (Discord gateway crashes, OpenRouter empty responses, webchat flicker, Chrome/CDP attach failures, Telegram setup issues, Feishu validation, sandbox skill path checks, Slack thread replies). I accepted only the pairs that appear to share the same concrete bug or feature change.", + "confidence": 0.93, + "canonical_issue_reason": "No single issue cleanly represents the entire batch because the items split into multiple unrelated clusters; among the duplicate candidates, the most canonical-style reports are the ones that most directly describe the shared failure mode and reproduction path.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 52766 is the strongest single issue report here: it gives the clearest end-to-end description of the gateway WebSocket timeout failure and is the most actionable representative of its cluster.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:64833", + "right": "issue:64947", + "accept": true, + "reason": "Same OpenAI Codex OAuth scope bug: both report invalid/unauthorized scopes during OAuth, with one just surfacing a misleading callback error." + }, + { + "left": "issue:61412", + "right": "issue:65529", + "accept": false, + "reason": "Both are TTS/provider registration issues, but they involve different providers and different missing registrations, so they are not the same bug." + }, + { + "left": "issue:62886", + "right": "issue:63184", + "accept": true, + "reason": "Same Telegram packaging/setup-path breakage: both say the extension setup entry points to a missing/non-existent src path." + }, + { + "left": "issue:53644", + "right": "issue:56854", + "accept": true, + "reason": "Same Discord gateway crash family: both describe an uncaught exception around stale-socket / close-code-1006 handling instead of reconnecting cleanly." + }, + { + "left": "issue:68120", + "right": "issue:68436", + "accept": true, + "reason": "Same OpenRouter empty-response symptom: both report assistant turns coming back empty/payloads=0 while direct OpenRouter API calls work." + }, + { + "left": "issue:66381", + "right": "issue:66597", + "accept": true, + "reason": "Same webchat UI flicker bug: both say the sent user message disappears or flickers briefly and only stabilizes after the model response." + }, + { + "left": "issue:52175", + "right": "issue:53672", + "accept": false, + "reason": "One is about sessions not being registered in sessions.json; the other is a Control UI port problem. They do not look like the same underlying bug." + }, + { + "left": "issue:66393", + "right": "issue:68484", + "accept": false, + "reason": "Both concern webchat images, but one is viewing/previewing images and the other is paste/upload handling; different code paths and symptoms." + }, + { + "left": "issue:56854", + "right": "issue:65613", + "accept": true, + "reason": "Same Discord stale-socket health-monitor restart issue; both point to the same reconnect/crash path in the gateway." + }, + { + "left": "issue:68272", + "right": "issue:68513", + "accept": false, + "reason": "Both mention dropped image attachments, but one is about models that already support vision and the other is about fallback to imageModel when the primary model lacks vision." + }, + { + "left": "issue:34243", + "right": "issue:64985", + "accept": true, + "reason": "Same sandbox path-check regression: both say bundled skills are blocked because SKILL.md/src path access is being rejected." + }, + { + "left": "issue:53644", + "right": "issue:55350", + "accept": true, + "reason": "Same Discord WebSocket close-code-1006 crash/reconnect bug; one reports the exception path, the other the max-reconnect failure outcome." + }, + { + "left": "issue:53721", + "right": "issue:55304", + "accept": true, + "reason": "Same Telegram channel initialization failure after gateway restart; the second is just a later/more specific report of the same regression." + }, + { + "left": "issue:65695", + "right": "issue:66611", + "accept": true, + "reason": "Same Chrome/CDP attach failure: both say the browser process is running but the gateway/browser tool cannot establish the CDP connection." + }, + { + "left": "issue:34387", + "right": "issue:64775", + "accept": false, + "reason": "One is a missing gateway folder/path issue, the other is an OAuth setup error. The underlying bugs are different." + }, + { + "left": "issue:67483", + "right": "issue:67705", + "accept": true, + "reason": "Same formatDocsLink crash when docsPath is undefined on channel plugins." + }, + { + "left": "issue:68261", + "right": "issue:68520", + "accept": true, + "reason": "Same OpenRouter regression: both report payloads=0 / empty assistant output on 2026.4.15 while direct API calls still work." + }, + { + "left": "issue:51175", + "right": "issue:64667", + "accept": false, + "reason": "These are different OAuth failures: one is a country/region 403, the other is an invalid scope request." + }, + { + "left": "issue:53295", + "right": "issue:53724", + "accept": true, + "reason": "Same Feishu message-tool validation bug: text-only sends fail because the API incorrectly requires a card field." + }, + { + "left": "issue:50730", + "right": "issue:68585", + "accept": true, + "reason": "Same Slack feature request: both ask for thread-aware/thread_ts replies in sendMessage." + }, + { + "left": "issue:65740", + "right": "issue:66281", + "accept": true, + "reason": "Same Chrome CDP attach/connect failure on macOS after startup/update; both describe the browser being up but unreachable via DevTools/CDP." + }, + { + "left": "issue:30922", + "right": "issue:33607", + "accept": false, + "reason": "A hardcoded version string bug is unrelated to a broad multi-UI-issues report." + }, + { + "left": "issue:52265", + "right": "issue:52766", + "accept": true, + "reason": "Same gateway handshake timeout problem affecting CLI RPC commands on local loopback / non-systemd environments." + }, + { + "left": "issue:66381", + "right": "issue:67072", + "accept": true, + "reason": "Same webchat send-state flicker: the message is not rendered immediately and only appears fully after the assistant response." + }, + { + "left": "issue:66306", + "right": "issue:67355", + "accept": true, + "reason": "Both describe the app health indicator stuck on 'pending' even though the gateway is healthy." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The clustering summary is grounded in the packet, and the accepted soft-edge verdicts stay conservative overall. The rejected pairs are also appropriately separated, with no clear overstatement of evidence." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 21, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:30030", + "issue:30922", + "issue:31275", + "issue:31486", + "issue:32245", + "issue:32532", + "issue:33119", + "issue:33259", + "issue:33468", + "issue:33650", + "issue:35476", + "issue:41845", + "issue:46012", + "issue:49071", + "issue:53138", + "issue:53233", + "issue:53247", + "issue:53425", + "issue:53878", + "issue:57131", + "issue:62472", + "issue:63197", + "issue:63461", + "issue:63534", + "issue:63641", + "issue:63896", + "issue:64111", + "issue:64292", + "issue:64687", + "issue:64775", + "issue:65045", + "issue:65283", + "issue:65698", + "issue:65964", + "issue:65976", + "issue:66096", + "issue:66131", + "issue:66189", + "issue:66253", + "issue:66635", + "issue:66674", + "issue:67152", + "issue:67712", + "issue:67919", + "issue:68012", + "issue:68074", + "issue:68172", + "issue:68851" + ], + "soft_pairs": [ + "issue:32532|issue:33650", + "issue:30922|issue:33259", + "issue:32245|issue:33468", + "issue:64687|issue:65045", + "issue:53138|issue:53247", + "issue:66096|issue:66189", + "issue:46012|issue:53878", + "issue:53878|issue:57131", + "issue:53425|issue:64775", + "issue:63896|issue:65964", + "issue:63197|issue:65976", + "issue:30030|issue:53233", + "issue:41845|issue:53878", + "issue:63534|issue:64292", + "issue:66674|issue:67712", + "issue:63461|issue:66635", + "issue:67152|issue:68074", + "issue:66253|issue:68012", + "issue:64111|issue:68172", + "issue:35476|issue:62472", + "issue:65283|issue:68172", + "issue:63641|issue:66131", + "issue:31486|issue:68012", + "issue:33119|issue:68851", + "issue:31275|issue:49071", + "issue:65698|issue:67919", + "issue:31486|issue:65283" + ], + "prepared_review_unit_hash": "2a56bd1ee90377a195785b099c9c4baec46367533c2830da1607e96252eff9ea", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 27, + "serialized_chars": 36333, + "estimated_input_tokens": 9084, + "estimated_eval_tokens": 18424 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "The set is mostly a grab-bag of unrelated bug reports. A few soft edges are true duplicates around macOS gateway LaunchAgent behavior, memory-wiki artifact export, OAuth failures, TTS media paths, Codex HTML/rate-limit error masking, and some Feishu/session-memory issues; most other soft matches are false positives.", + "confidence": 0.87, + "canonical_issue_reason": "issue:53878 is the clearest anchor for the macOS gateway LaunchAgent bug: it states the stop/start recovery failure directly and is more concrete than the nearby variants.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:53878 is the best single issue representative in this set because it is the most specific, actionable, and central of the overlapping macOS gateway reports.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:32532", + "right": "issue:33650", + "accept": false, + "reason": "Both mention Chrome/Brave relay startup, but one is a startup deadlock and the other is a browser-target attach permission failure; different failure modes." + }, + { + "left": "issue:30922", + "right": "issue:33259", + "accept": false, + "reason": "Both are version-display regressions, but one is a hardcoded Web UI version and the other is a stale Control UI version after upgrade; not clearly the same code path." + }, + { + "left": "issue:32245", + "right": "issue:33468", + "accept": false, + "reason": "They share the same exception text, but one is Vertex embedded runs on Telegram/cron and the other is googlechat startup; too little evidence they are the same bug." + }, + { + "left": "issue:64687", + "right": "issue:65045", + "accept": true, + "reason": "Both are OpenAI Codex OAuth breakages; the second is the specific invalid_scope/macOS manifestation of the broader OAuth failure." + }, + { + "left": "issue:53138", + "right": "issue:53247", + "accept": false, + "reason": "One is a missing WhatsApp plugin on clean install; the other is a WhatsApp plugin crash due to a missing runtime API. Related area, but different underlying defects." + }, + { + "left": "issue:66096", + "right": "issue:66189", + "accept": true, + "reason": "Same missing subagent-registry.runtime.js problem: one reports the dist/package omission, the other shows the runtime subagent task failing because of it." + }, + { + "left": "issue:46012", + "right": "issue:53878", + "accept": true, + "reason": "Same macOS gateway LaunchAgent stop/start recovery bug; the titles describe the same failure sequence from different angles." + }, + { + "left": "issue:53878", + "right": "issue:57131", + "accept": true, + "reason": "The stop/start recovery failure and the launchctl bootout-vs-stop diagnosis are the same macOS gateway bug." + }, + { + "left": "issue:53425", + "right": "issue:64775", + "accept": false, + "reason": "One is a tools[*].name validation failure after upgrade; the other is a generic codex OAuth setup error. Different bugs." + }, + { + "left": "issue:63896", + "right": "issue:65964", + "accept": true, + "reason": "Same TTS media path allowlist regression; one mentions the temp dir not being allowed, the other names the rejecting check directly." + }, + { + "left": "issue:63197", + "right": "issue:65976", + "accept": true, + "reason": "Both describe memory-wiki bridge mode exporting zero artifacts because public artifacts are not being loaded/restored correctly." + }, + { + "left": "issue:30030", + "right": "issue:53233", + "accept": true, + "reason": "Same cooldown propagation bug: Anthropic rate-limit state is leaking into an independent fallback provider." + }, + { + "left": "issue:41845", + "right": "issue:53878", + "accept": true, + "reason": "Both are reports of the macOS gateway being unable to restart/recover after stop because LaunchAgent state is mishandled." + }, + { + "left": "issue:63534", + "right": "issue:64292", + "accept": false, + "reason": "Different issues: one is a UI/layout problem, the other is a sessions_spawn authorization failure." + }, + { + "left": "issue:66674", + "right": "issue:67712", + "accept": true, + "reason": "Same misclassification of upstream HTML/rate-limit responses as DNS lookup failures in the openai-codex path." + }, + { + "left": "issue:63461", + "right": "issue:66635", + "accept": false, + "reason": "Both involve WhatsApp media, but one is CLI send --media and the other is inline auto-reply MEDIA path behavior; not the same concrete bug." + }, + { + "left": "issue:67152", + "right": "issue:68074", + "accept": false, + "reason": "Both are memory-core issues, but one is a request-scoped subagent runtime misuse and the other is a cleanup permission error; different defects." + }, + { + "left": "issue:66253", + "right": "issue:68012", + "accept": false, + "reason": "Both concern image attachments, but one is a specific model/parser drop and the other is custom-provider gateway handling; not enough to treat as the same bug." + }, + { + "left": "issue:64111", + "right": "issue:68172", + "accept": false, + "reason": "Both are image-tool capability mismatches, but they involve different providers and likely different metadata paths." + }, + { + "left": "issue:35476", + "right": "issue:62472", + "accept": false, + "reason": "Shared model-id collision theme, but one is UI selection state and the other is persisted context/token values; related, but not the same bug." + }, + { + "left": "issue:65283", + "right": "issue:68172", + "accept": false, + "reason": "Different providers and symptoms: MiniMax coding-plan key vs Gemini 3 Flash vision capability. Too broad to merge." + }, + { + "left": "issue:63641", + "right": "issue:66131", + "accept": false, + "reason": "One is a missing /prose command, the other is invalid plugin IDs written into config during gateway auto-enable; different failure mechanisms." + }, + { + "left": "issue:31486", + "right": "issue:68012", + "accept": false, + "reason": "Both mention custom providers and images, but one is image-tool support and the other is gateway attachment dropping; separate code paths." + }, + { + "left": "issue:33119", + "right": "issue:68851", + "accept": false, + "reason": "One is display of AI-sent image attachments in Control UI, the other is sending images from drag/drop or paste; opposite directions and different bugs." + }, + { + "left": "issue:31275", + "right": "issue:49071", + "accept": true, + "reason": "Both point to the Feishu /new/session-memory flow creating the wrong workspace/session state, with duplicate-workspace creation as a direct symptom of the same issue." + }, + { + "left": "issue:65698", + "right": "issue:67919", + "accept": true, + "reason": "Same memory-wiki bridge artifact-export failure caused by plugin/memory artifact state not being loaded in bridge mode." + }, + { + "left": "issue:31486", + "right": "issue:65283", + "accept": false, + "reason": "Both are image-tool complaints, but one is custom-provider support and the other is a provider-specific vision capability mismatch; not the same bug." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet, and the accepted soft-edge matches stay within the evidence shown by the issue titles. The macOS gateway cluster is handled conservatively enough, and the other accepted pairs are all plausibly the same underlying bug rather than clearly distinct defects." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 22, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:32937", + "issue:33259", + "issue:33514", + "issue:33607", + "issue:34908", + "issue:51099", + "issue:51468", + "issue:51728", + "issue:52328", + "issue:54689", + "issue:59702", + "issue:61915", + "issue:62049", + "issue:62296", + "issue:62880", + "issue:62886", + "issue:62920", + "issue:63197", + "issue:63936", + "issue:64003", + "issue:64019", + "issue:64047", + "issue:64254", + "issue:64480", + "issue:64590", + "issue:64686", + "issue:64710", + "issue:64845", + "issue:64971", + "issue:65100", + "issue:65184", + "issue:65698", + "issue:65706", + "issue:65742", + "issue:66034", + "issue:66288", + "issue:66336", + "issue:66393", + "issue:66486", + "issue:66520", + "issue:66768", + "issue:67425", + "issue:67949", + "issue:67979", + "issue:68371", + "issue:68373", + "issue:68580" + ], + "soft_pairs": [ + "issue:65698|issue:67979", + "issue:64710|issue:67949", + "issue:64019|issue:64845", + "issue:62049|issue:64686", + "issue:64003|issue:64590", + "issue:59702|issue:66336", + "issue:61915|issue:65100", + "issue:66288|issue:66393", + "issue:52328|issue:64480", + "issue:66768|issue:67425", + "issue:32937|issue:33607", + "issue:33514|issue:51468", + "issue:65698|issue:68373", + "issue:51728|issue:64971", + "issue:62880|issue:62886", + "issue:62920|issue:64254", + "issue:65184|issue:65706", + "issue:62920|issue:63936", + "issue:51099|issue:54689", + "issue:65742|issue:66486", + "issue:33259|issue:34908", + "issue:62296|issue:64254", + "issue:64047|issue:66034", + "issue:66520|issue:68580", + "issue:63197|issue:68371" + ], + "prepared_review_unit_hash": "e23b150b1dc81734170df3cd2d8e1d5deaa826027617d717dd74593744d37240", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 25, + "serialized_chars": 34926, + "estimated_input_tokens": 8732, + "estimated_eval_tokens": 17720 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Mixed issue set with several real duplicate pairs, mostly around memory-core dreaming/idempotencyKey, memory-wiki export restoration, Telegram packaging, cron persistence, ComfyUI schema drift, sessions_spawn pairing failures, and OpenRouter embedded-runner turn abandonment. No PRs are present.", + "confidence": 0.63, + "canonical_issue_reason": "64019 is the clearest root-cause report among the strongest duplicate chain: it names the concrete missing-idempotencyKey failure and directly matches the sibling reports more precisely than the others.", + "canonical_pr_reason": null, + "best_issue_reason": "64019 is the best representative issue to anchor deduping because it is specific, actionable, and captures the underlying bug more directly than the related variant titles.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:65698", + "right": "issue:67979", + "accept": false, + "reason": "Same memory-wiki area, but one is cached-registry publicArtifacts restoration and the other is CLI-context capability undefined; related, not the same concrete bug." + }, + { + "left": "issue:64710", + "right": "issue:67949", + "accept": false, + "reason": "Both are Ollama/UI timeouts, but the symptoms and code paths differ; not enough evidence they are the same bug." + }, + { + "left": "issue:64019", + "right": "issue:64845", + "accept": true, + "reason": "Same underlying bug: missing idempotencyKey in memory-core dreaming/narrative generation." + }, + { + "left": "issue:62049", + "right": "issue:64686", + "accept": false, + "reason": "Both are false warnings in status, but they complain about different warning types and likely different logic." + }, + { + "left": "issue:64003", + "right": "issue:64590", + "accept": true, + "reason": "Same underlying idempotencyKey validation failure in memory-core dreaming." + }, + { + "left": "issue:59702", + "right": "issue:66336", + "accept": true, + "reason": "Same sessions_spawn / gateway-closed-1008 pairing-required failure mode on Windows." + }, + { + "left": "issue:61915", + "right": "issue:65100", + "accept": true, + "reason": "Same ComfyUI provider schema drift: config fields are being rejected by the provider schema." + }, + { + "left": "issue:66288", + "right": "issue:66393", + "accept": false, + "reason": "Both involve webchat images, but one is delivery after reply and the other is image viewing; not the same concrete failure." + }, + { + "left": "issue:52328", + "right": "issue:64480", + "accept": false, + "reason": "Different channels/integrations and different failure modes; only a broad delivery-silence similarity." + }, + { + "left": "issue:66768", + "right": "issue:67425", + "accept": true, + "reason": "Likely the same embedded-runner/OpenRouter turn-abandonment bug manifesting as empty completed turns in the image." + }, + { + "left": "issue:32937", + "right": "issue:33607", + "accept": false, + "reason": "One is a web UI 404, the other is a grab-bag of UI issues; too broad to be the same bug." + }, + { + "left": "issue:33514", + "right": "issue:51468", + "accept": false, + "reason": "Both mention acpx on Windows, but one is a missing function and the other is runtime/version availability; not clearly the same code-path bug." + }, + { + "left": "issue:65698", + "right": "issue:68373", + "accept": true, + "reason": "Same memory-wiki bridge import failure caused by cached plugin restore dropping memory capability/publicArtifacts." + }, + { + "left": "issue:51728", + "right": "issue:64971", + "accept": false, + "reason": "Both concern Control UI/webchat routing, but one is attachment delivery and the other is reply destination routing." + }, + { + "left": "issue:62880", + "right": "issue:62886", + "accept": true, + "reason": "Same Telegram packaging breakage: published package/setup entry references missing src files." + }, + { + "left": "issue:62920", + "right": "issue:64254", + "accept": true, + "reason": "Same managed dreaming cron lifecycle bug: cron creation/persistence is failing across startup/restart." + }, + { + "left": "issue:65184", + "right": "issue:65706", + "accept": false, + "reason": "Install/unit-file failure versus node-status/list sync issue; different problems." + }, + { + "left": "issue:62920", + "right": "issue:63936", + "accept": true, + "reason": "Same managed dreaming cron not being created/recreated across lifecycle events." + }, + { + "left": "issue:51099", + "right": "issue:54689", + "accept": false, + "reason": "Sandbox image python3 missing and Telegram file sending broke after update are unrelated." + }, + { + "left": "issue:65742", + "right": "issue:66486", + "accept": false, + "reason": "Both are Unknown model errors, but they hit different tools and configuration paths." + }, + { + "left": "issue:33259", + "right": "issue:34908", + "accept": false, + "reason": "Version badge stale after upgrade is not the same as the control UI/version badge report, despite similar wording." + }, + { + "left": "issue:62296", + "right": "issue:64254", + "accept": false, + "reason": "One is a hook not firing with deliveryStatus:not-requested; the other is cron persistence across restarts." + }, + { + "left": "issue:64047", + "right": "issue:66034", + "accept": false, + "reason": "Different Feishu commands and no clear shared code-path evidence." + }, + { + "left": "issue:66520", + "right": "issue:68580", + "accept": false, + "reason": "Both are auto-compaction failures, but one is cache-hit suppression and the other is embedded-runner threshold behavior; too broad to merge." + }, + { + "left": "issue:63197", + "right": "issue:68371", + "accept": false, + "reason": "Both show zero exported artifacts, but the stated causes differ (cached registry/publicArtifacts vs missing QMD)." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The issue clustering is grounded in the packet, and the accepted soft-edge verdicts stay within the evidence available from the titles. The summary is conservative, and there are no PRs to assess." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 23, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:24662", + "issue:30316", + "issue:30689", + "issue:31119", + "issue:32833", + "issue:32937", + "issue:33259", + "issue:36301", + "issue:36830", + "issue:42446", + "issue:50129", + "issue:51126", + "issue:53244", + "issue:53247", + "issue:53455", + "issue:53618", + "issue:53696", + "issue:53739", + "issue:53755", + "issue:53818", + "issue:53871", + "issue:54131", + "issue:62623", + "issue:63314", + "issue:63569", + "issue:64510", + "issue:64686", + "issue:64788", + "issue:64866", + "issue:64932", + "issue:65125", + "issue:65133", + "issue:65165", + "issue:65283", + "issue:65315", + "issue:65329", + "issue:65424", + "issue:65678", + "issue:65701", + "issue:66335", + "issue:66353", + "issue:66611", + "issue:66833", + "issue:67177", + "issue:67927", + "issue:67979", + "issue:68030", + "issue:68484" + ], + "soft_pairs": [ + "issue:65125|issue:66611", + "issue:64788|issue:66353", + "issue:53739|issue:53871", + "issue:64510|issue:67979", + "issue:54131|issue:63314", + "issue:24662|issue:53618", + "issue:32937|issue:36830", + "issue:30316|issue:65701", + "issue:65329|issue:67177", + "issue:64686|issue:65678", + "issue:67927|issue:68484", + "issue:53244|issue:53818", + "issue:65165|issue:65424", + "issue:65133|issue:66335", + "issue:53455|issue:53696", + "issue:30689|issue:36301", + "issue:64866|issue:65283", + "issue:50129|issue:62623", + "issue:51126|issue:53755", + "issue:63569|issue:64932", + "issue:66833|issue:68030", + "issue:31119|issue:33259", + "issue:32833|issue:53247", + "issue:42446|issue:65315" + ], + "prepared_review_unit_hash": "8ca12aecdb9326705eaed403848d24f82a32c27d167c7f1d6a4a5d235462a361", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 34787, + "estimated_input_tokens": 8697, + "estimated_eval_tokens": 17650 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "The set is not one cohesive duplicate cluster; it splits into several independent bug families. Strong duplicate candidates exist for browser/CDP attach failures, webchat image upload/paste, WhatsApp image/media handling, attachment drops in Slack/Teams, stale version display, missing QA scenario files, OpenRouter payload parsing, and leaked internal output.", + "confidence": 0.84, + "canonical_issue_reason": "Issue 65125 is the clearest representative of the browser/CDP attach-failure subfamily: it describes a concrete repro, the manual-launch contrast, and overlaps with multiple nearby CDP connection reports. It is not a good global canonical for the entire mixed set.", + "canonical_pr_reason": null, + "best_issue_reason": "65125 is the strongest single issue to anchor triage because it is detailed and broad within one major duplicate family, but the overall collection still spans multiple unrelated bugs.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:65125", + "right": "issue:66611", + "accept": true, + "reason": "Same browser/CDP attach failure pattern; both say Chrome/CDP is present but the attach/connect path fails." + }, + { + "left": "issue:64788", + "right": "issue:66353", + "accept": true, + "reason": "Both report CDP detection/connection failing despite a healthy Chrome endpoint; same attach/connect bug family." + }, + { + "left": "issue:53739", + "right": "issue:53871", + "accept": false, + "reason": "Different products and symptoms: Feishu message delivery failure vs Telegram channel misconfiguration after upgrade." + }, + { + "left": "issue:64510", + "right": "issue:67979", + "accept": true, + "reason": "Both describe memory-wiki bridge mode not exporting artifacts; 67979 adds the likely root cause but it is the same bug." + }, + { + "left": "issue:54131", + "right": "issue:63314", + "accept": true, + "reason": "Same WhatsApp outbound media failure with the same `--media`/media-token flow and silent drop behavior." + }, + { + "left": "issue:24662", + "right": "issue:53618", + "accept": true, + "reason": "Both are about WebChat image paste/upload not reaching the agent; same user-facing image input path." + }, + { + "left": "issue:32937", + "right": "issue:36830", + "accept": false, + "reason": "Unrelated bugs: WebUI 404 after upgrade vs TUI keyboard handling broken." + }, + { + "left": "issue:30316", + "right": "issue:65701", + "accept": true, + "reason": "Same Telegram duplicate-message bug; both report responses being sent twice." + }, + { + "left": "issue:65329", + "right": "issue:67177", + "accept": true, + "reason": "Both concern Microsoft Teams DM file-attachment handling failing in the same inbound attachment path." + }, + { + "left": "issue:64686", + "right": "issue:65678", + "accept": true, + "reason": "Same false-positive provenance/allowlist warning area in status output; both are warning-noise regressions." + }, + { + "left": "issue:67927", + "right": "issue:68484", + "accept": true, + "reason": "Both are WebChat image upload/paste failures in the same UI area and same time window." + }, + { + "left": "issue:53244", + "right": "issue:53818", + "accept": true, + "reason": "Same missing bundled plugin runtime modules regression; 53818 is the proposed fix direction for the reported packaging bug." + }, + { + "left": "issue:65165", + "right": "issue:65424", + "accept": true, + "reason": "Same image-capability mismatch in MiniMax: the catalog/input schema is hardcoded to text-only, causing image attachments to fail." + }, + { + "left": "issue:65133", + "right": "issue:66335", + "accept": true, + "reason": "Same Chrome CDP startup/readiness failure: manual launch works, but the managed/browser-start path cannot reach the websocket." + }, + { + "left": "issue:53455", + "right": "issue:53696", + "accept": true, + "reason": "Same `` block leaking into WebChat replies after the v3.23 update." + }, + { + "left": "issue:30689", + "right": "issue:36301", + "accept": true, + "reason": "Same stale version-display problem after update; both describe UI/service version mismatch after upgrade." + }, + { + "left": "issue:64866", + "right": "issue:65283", + "accept": false, + "reason": "Both mention image/VLM capability, but the failure contexts differ substantially (OAuth portal quota flow vs API key/model support)." + }, + { + "left": "issue:50129", + "right": "issue:62623", + "accept": true, + "reason": "Same Slack DM attachment regression family; both report DM file attachments failing to make it through the connector/inbound path." + }, + { + "left": "issue:51126", + "right": "issue:53755", + "accept": false, + "reason": "Different bugs: command parsing turns `/model list` into IDs vs catalog exposure only showing gpt-5.4." + }, + { + "left": "issue:63569", + "right": "issue:64932", + "accept": true, + "reason": "Same missing `qa/scenarios` packaging problem breaking completion cache generation." + }, + { + "left": "issue:66833", + "right": "issue:68030", + "accept": true, + "reason": "Same OpenRouter payloads=0 stream-parsing failure; 66833 identifies the `reasoning_details` handling gap behind it." + }, + { + "left": "issue:31119", + "right": "issue:33259", + "accept": true, + "reason": "Same stale-version-after-upgrade bug, just reported in different UI surfaces." + }, + { + "left": "issue:32833", + "right": "issue:53247", + "accept": false, + "reason": "Different plugin problems: install failure on v2026.3.2 vs WhatsApp runtime modules missing in v2026.3.23." + }, + { + "left": "issue:42446", + "right": "issue:65315", + "accept": true, + "reason": "Both are internal/runtime output leaking into user chat/webchat responses; same sanitization boundary bug." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet: it correctly treats the set as multiple unrelated bug families rather than one global duplicate cluster, and the accepted soft pairs are all narrowly framed around strongly overlapping titles/symptoms. The conservative false rejections also look appropriate." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 24, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:19598", + "issue:31280", + "issue:32678", + "issue:32892", + "issue:37123", + "issue:41978", + "issue:51049", + "issue:51126", + "issue:51175", + "issue:51728", + "issue:53425", + "issue:54613", + "issue:55345", + "issue:59943", + "issue:62409", + "issue:62574", + "issue:62826", + "issue:62886", + "issue:62923", + "issue:62958", + "issue:63092", + "issue:63126", + "issue:63314", + "issue:63329", + "issue:63686", + "issue:64352", + "issue:64454", + "issue:64541", + "issue:64687", + "issue:64894", + "issue:64933", + "issue:65043", + "issue:65132", + "issue:65281", + "issue:65450", + "issue:65451", + "issue:65976", + "issue:66082", + "issue:66121", + "issue:67056", + "issue:67158", + "issue:67425", + "issue:67698", + "issue:68030", + "issue:68076", + "issue:68371", + "issue:68585", + "issue:68791" + ], + "soft_pairs": [ + "issue:63329|issue:63686", + "issue:32892|issue:53425", + "issue:62886|issue:62923", + "issue:67425|issue:68030", + "issue:37123|issue:62574", + "issue:64933|issue:66121", + "issue:67698|issue:68076", + "issue:31280|issue:41978", + "issue:63314|issue:65451", + "issue:59943|issue:65450", + "issue:62826|issue:63314", + "issue:62409|issue:65132", + "issue:63092|issue:68371", + "issue:67698|issue:68791", + "issue:64454|issue:65043", + "issue:51049|issue:54613", + "issue:65976|issue:66082", + "issue:32678|issue:55345", + "issue:62958|issue:64541", + "issue:51126|issue:64894", + "issue:63126|issue:64352", + "issue:51175|issue:64687", + "issue:37123|issue:67056", + "issue:51728|issue:65281", + "issue:19598|issue:68585", + "issue:51175|issue:67158" + ], + "prepared_review_unit_hash": "55c907ff9764413aa9929a29f8dfa66445f9a591951290f96589bdab42e113f4", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 26, + "serialized_chars": 35833, + "estimated_input_tokens": 8959, + "estimated_eval_tokens": 18174 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "The items split into several small duplicate families rather than one single cluster: strongest ones are WhatsApp media-send regressions, OpenRouter incomplete-turn/payloads=0 reports, Slack/Discord thread-routing issues, memory-wiki artifact export bugs, and a few macOS/Feishu/plugin-registry regressions.", + "confidence": 0.69, + "canonical_issue_reason": "issue:63126 is the most complete root-cause report in the largest clear duplicate family: it explains the WhatsApp media-send failure via the legacy `deps.whatsapp` shim hijacking `sendMedia`, which matches the later silent media-drop reports.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:63126 is the best overall issue anchor because it is specific, diagnostic, and central to the WhatsApp media-send duplicates rather than just describing the symptom.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:63329", + "right": "issue:63686", + "accept": true, + "reason": "Same Discord ACP thread-binding regression; both point to `thread_binding_invalid` after 2026.4.5 and the `channel:` prefix handling bug." + }, + { + "left": "issue:32892", + "right": "issue:53425", + "accept": false, + "reason": "Both involve openai-codex auth, but one is missing provider plugins and the other is an invalid tool-name pattern after upgrade; different failures." + }, + { + "left": "issue:62886", + "right": "issue:62923", + "accept": true, + "reason": "Same setup-entry.js path/specifier regression affecting Telegram (and Slack) extensions." + }, + { + "left": "issue:67425", + "right": "issue:68030", + "accept": true, + "reason": "Same OpenRouter incomplete-turn/payloads=0 failure; one is the broader runner report, the other a shorter duplicate symptom report." + }, + { + "left": "issue:37123", + "right": "issue:62574", + "accept": false, + "reason": "Different providers and different code paths: Azure OpenAI onboarding visibility vs Microsoft TTS registration." + }, + { + "left": "issue:64933", + "right": "issue:66121", + "accept": true, + "reason": "Both are false-positive `plugins.allow is empty` warnings for plugins that are actually configured or auto-discovered." + }, + { + "left": "issue:67698", + "right": "issue:68076", + "accept": true, + "reason": "Same incomplete-turn/payloads=0 problem in OpenRouter; the later report is just surfacing the same error to the user." + }, + { + "left": "issue:31280", + "right": "issue:41978", + "accept": true, + "reason": "Same macOS LaunchAgent restart/kickstart failure around gateway restart behavior." + }, + { + "left": "issue:63314", + "right": "issue:65451", + "accept": true, + "reason": "Same WhatsApp outbound media regression: `hasMedia: false` / media never attaches despite `--media`." + }, + { + "left": "issue:59943", + "right": "issue:65450", + "accept": true, + "reason": "Same image-tool `Unknown model` failure for configured Ollama models." + }, + { + "left": "issue:62826", + "right": "issue:63314", + "accept": true, + "reason": "Same WhatsApp media-send silent-drop regression across nearby versions." + }, + { + "left": "issue:62409", + "right": "issue:65132", + "accept": false, + "reason": "Both mention commentary-phase leaks, but they are different integrations (Telegram vs Discord) and lack evidence of the same concrete code path." + }, + { + "left": "issue:63092", + "right": "issue:68371", + "accept": true, + "reason": "Same memory-wiki bridge artifact-export failure showing zero artifacts from memory-core/QMD sources." + }, + { + "left": "issue:67698", + "right": "issue:68791", + "accept": false, + "reason": "Both mention payloads=0, but one is OpenRouter incomplete-turn handling while the other is a Windows scheduled-task/gateway health regression." + }, + { + "left": "issue:64454", + "right": "issue:65043", + "accept": true, + "reason": "Same Slack subagent completion/thread-routing bug: top-level post leakage after the thread-routing fix." + }, + { + "left": "issue:51049", + "right": "issue:54613", + "accept": false, + "reason": "Both are WhatsApp inbound-message problems, but one is a k3s nested-container delivery issue and the other is group-message routing/configuration; not the same bug." + }, + { + "left": "issue:65976", + "right": "issue:66082", + "accept": true, + "reason": "Same memory-wiki bridge-mode artifact enumeration issue; both report zero exported/public artifacts despite healthy memory-core content." + }, + { + "left": "issue:32678", + "right": "issue:55345", + "accept": true, + "reason": "Same Feishu multi-agent/binding routing bug causing messages to land in the main agent." + }, + { + "left": "issue:62958", + "right": "issue:64541", + "accept": false, + "reason": "Both are Ollama slowness/timeouts, but one is a macOS agent hang and the other is a model-specific first-turn cold-start symptom; not enough to treat as one bug." + }, + { + "left": "issue:51126", + "right": "issue:64894", + "accept": false, + "reason": "Unrelated: command parsing (`/model list` and `/model status`) vs openai-codex OAuth failure." + }, + { + "left": "issue:63126", + "right": "issue:64352", + "accept": true, + "reason": "Same WhatsApp media-send regression; one reports the root-cause shim, the other the later text-only fallback symptom." + }, + { + "left": "issue:51175", + "right": "issue:64687", + "accept": false, + "reason": "Both concern openai-codex OAuth, but the reported failures differ materially (`unsupported_country_region_territory` vs general broken OAuth)." + }, + { + "left": "issue:37123", + "right": "issue:67056", + "accept": false, + "reason": "Different problems: onboarding/provider visibility vs image-runtime provider header preservation." + }, + { + "left": "issue:51728", + "right": "issue:65281", + "accept": false, + "reason": "Both are Control UI/webchat media issues, but one is attachments not reaching the agent and the other is paste/send not working; too broad to merge as the same bug." + }, + { + "left": "issue:19598", + "right": "issue:68585", + "accept": true, + "reason": "Same Slack thread support feature request; `thread_ts` in `sendMessage` is the concrete implementation of the broader thread-support ask." + }, + { + "left": "issue:51175", + "right": "issue:67158", + "accept": false, + "reason": "Different OAuth eligibility issues: country/region rejection vs specific GPT version allowlist/restriction." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet and the soft-edge accepts are mostly conservative. The duplicate families called out by the analyst are supported by the issue titles/bodies, and the rejected pairs avoid over-merging distinct failures. No obvious overstatement stands out." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 25, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:17101", + "issue:33256", + "issue:34971", + "issue:37142", + "issue:43637", + "issue:52463", + "issue:52511", + "issue:53397", + "issue:53824", + "issue:54689", + "issue:55222", + "issue:59205", + "issue:61033", + "issue:62158", + "issue:63190", + "issue:63534", + "issue:63667", + "issue:63706", + "issue:63752", + "issue:63768", + "issue:64262", + "issue:64348", + "issue:64385", + "issue:64419", + "issue:64644", + "issue:65002", + "issue:65067", + "issue:65117", + "issue:66254", + "issue:66635", + "issue:66682", + "issue:66752", + "issue:66784", + "issue:67019", + "issue:67051", + "issue:67084", + "issue:67104", + "issue:67214", + "issue:67438", + "issue:67602", + "issue:67746", + "issue:67907", + "issue:67979", + "issue:68030", + "issue:68124", + "issue:68804", + "issue:68828" + ], + "soft_pairs": [ + "issue:67979|issue:68828", + "issue:66752|issue:67214", + "issue:17101|issue:63190", + "issue:34971|issue:59205", + "issue:53397|issue:67051", + "issue:65067|issue:67438", + "issue:64385|issue:64419", + "issue:66254|issue:68804", + "issue:63534|issue:63706", + "issue:67907|issue:68030", + "issue:33256|issue:54689", + "issue:67084|issue:67746", + "issue:66682|issue:67104", + "issue:63768|issue:64348", + "issue:62158|issue:66784", + "issue:64262|issue:67019", + "issue:67214|issue:68124", + "issue:52463|issue:52511", + "issue:65002|issue:65117", + "issue:37142|issue:63752", + "issue:43637|issue:55222", + "issue:34971|issue:54689", + "issue:61033|issue:66635", + "issue:63667|issue:64644", + "issue:53824|issue:67602" + ], + "prepared_review_unit_hash": "375bfac3266f1d99d0e03eb29152f03bf633a78a219c77dadcea835fa99f01cb", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 25, + "serialized_chars": 34517, + "estimated_input_tokens": 8630, + "estimated_eval_tokens": 17516 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "The items split into several small duplicate families rather than one coherent cluster. Clear matches include gateway config truncation, Telegram voice-note ASR handling, Telegram command registration, WhatsApp outbound media drops, OpenRouter payloads=0, Comfy schema validation, and memory-wiki bridge artifact export/import. Most other soft edges are broad topical similarities only and should be rejected.", + "confidence": 0.93, + "canonical_issue_reason": "No single canonical issue for the whole cluster; it contains multiple unrelated bug families. If a representative is needed, 64419 is the strongest concrete report in the gateway/openclaw.json truncation subcluster.", + "canonical_pr_reason": null, + "best_issue_reason": "64419 is the best representative issue because it is specific, actionable, and has a clear duplicate partner (64385) around the same config-clobbering failure.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:67979", + "right": "issue:68828", + "accept": true, + "reason": "Same memory-wiki bridge artifact-capability bug; one reports export failure in CLI context, the other import returning 0 artifacts because publicArtifacts is inaccessible." + }, + { + "left": "issue:66752", + "right": "issue:67214", + "accept": false, + "reason": "Different problems: ARM64 npm global install missing a generated JS file vs cron jobs collapsing after an update." + }, + { + "left": "issue:17101", + "right": "issue:63190", + "accept": true, + "reason": "Same Telegram voice-note transcription path; both say voice messages reach inbound handling but never make it to ASR/transcription." + }, + { + "left": "issue:34971", + "right": "issue:59205", + "accept": false, + "reason": "Both are post-update regressions, but one is generic and the other is Ollama Cloud auth 401; no concrete shared bug path." + }, + { + "left": "issue:53397", + "right": "issue:67051", + "accept": false, + "reason": "Both are config-validation failures, but they involve different keys and different validation paths." + }, + { + "left": "issue:65067", + "right": "issue:67438", + "accept": false, + "reason": "Different onboarding issues: Windows onboarding failure vs FeiShu QR-code scan failure." + }, + { + "left": "issue:64385", + "right": "issue:64419", + "accept": true, + "reason": "Same config-corruption/truncation bug; both report openclaw.json being clobbered or truncated, especially on gateway boot." + }, + { + "left": "issue:66254", + "right": "issue:68804", + "accept": false, + "reason": "Both are false status/auth warnings, but they affect different channels and config checks." + }, + { + "left": "issue:63534", + "right": "issue:63706", + "accept": false, + "reason": "Different UI/channel bugs: Chinese layout issue vs Discord voice-note handling inconsistency." + }, + { + "left": "issue:67907", + "right": "issue:68030", + "accept": true, + "reason": "Same OpenRouter payloads=0 failure; the later issue is a shorter duplicate description of the same concrete response-path bug." + }, + { + "left": "issue:33256", + "right": "issue:54689", + "accept": false, + "reason": "Different integrations and symptoms: Google Chat broken vs Telegram file sending broken." + }, + { + "left": "issue:67084", + "right": "issue:67746", + "accept": false, + "reason": "Both mention active memory/session state, but one is a timeout spam issue and the other is WhatsApp logout/remove cleanup." + }, + { + "left": "issue:66682", + "right": "issue:67104", + "accept": true, + "reason": "Same Telegram command-menu startup problem: setMyCommands/commands.native registration fails during provider startup." + }, + { + "left": "issue:63768", + "right": "issue:64348", + "accept": true, + "reason": "Same missing qa/scenarios packaging problem; one sees cache refresh failure, the other confirms the published npm package is missing the files." + }, + { + "left": "issue:62158", + "right": "issue:66784", + "accept": true, + "reason": "Same Comfy provider schema/validator merge bug blocking image/video/music workflow keys." + }, + { + "left": "issue:64262", + "right": "issue:67019", + "accept": false, + "reason": "Both describe garbled output, but only one is specifically tied to GLM-4.7; too little evidence of one shared code-path bug." + }, + { + "left": "issue:67214", + "right": "issue:68124", + "accept": false, + "reason": "Different failures: cron jobs breaking after update vs agent bootstrap hook type error." + }, + { + "left": "issue:52463", + "right": "issue:52511", + "accept": false, + "reason": "Both are control-UI/session issues, but one is compaction message display and the other is browser-control permission loss." + }, + { + "left": "issue:65002", + "right": "issue:65117", + "accept": true, + "reason": "Same WhatsApp outbound media drop: mediaUrl/hasMedia is lost in the web-outbound delivery pipeline." + }, + { + "left": "issue:37142", + "right": "issue:63752", + "accept": false, + "reason": "Different auth failures for different providers; one is MiniMax 401 in anthropic-messages mode, the other is Anthropic API-key lookup." + }, + { + "left": "issue:43637", + "right": "issue:55222", + "accept": true, + "reason": "Same macOS launchd lifecycle bug: stop unloads the service, so subsequent start fails until reinstall." + }, + { + "left": "issue:34971", + "right": "issue:54689", + "accept": false, + "reason": "Unrelated regressions affecting different subsystems." + }, + { + "left": "issue:61033", + "right": "issue:66635", + "accept": false, + "reason": "Both are WhatsApp-related, but one is a self-message reply loop and the other is an inline-media send failure." + }, + { + "left": "issue:63667", + "right": "issue:64644", + "accept": false, + "reason": "Both mention 'chat content is empty', but one is a generic image tool failure and the other is a MiniMax model-specific call error." + }, + { + "left": "issue:53824", + "right": "issue:67602", + "accept": false, + "reason": "Both are cron delivery problems, but one is gateway-restart channel lookup and the other is Slack unsupported-channel handling." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet and stays conservative overall. The canonical/representative issue choice is supported, and the accepted soft-edge pairs all point to concrete shared failure modes rather than vague topical similarity. No obvious overstatement." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 26, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:31486", + "issue:33256", + "issue:34830", + "issue:37028", + "issue:37036", + "issue:41845", + "issue:48212", + "issue:48624", + "issue:50856", + "issue:50966", + "issue:51056", + "issue:51099", + "issue:51569", + "issue:51815", + "issue:51869", + "issue:52482", + "issue:52766", + "issue:53244", + "issue:53317", + "issue:53424", + "issue:53517", + "issue:53938", + "issue:63128", + "issue:63752", + "issue:63999", + "issue:64019", + "issue:64529", + "issue:64667", + "issue:65067", + "issue:65244", + "issue:65347", + "issue:65571", + "issue:65698", + "issue:65794", + "issue:65964", + "issue:66099", + "issue:66124", + "issue:66752", + "issue:66806", + "issue:66977", + "issue:67029", + "issue:67327", + "issue:67858", + "issue:67972", + "issue:68249", + "issue:68642", + "issue:68706" + ], + "soft_pairs": [ + "issue:48624|issue:50856", + "issue:66752|issue:67972", + "issue:37028|issue:53938", + "issue:63999|issue:65794", + "issue:65698|issue:67327", + "issue:33256|issue:51099", + "issue:50966|issue:52482", + "issue:53244|issue:53424", + "issue:65571|issue:66099", + "issue:65244|issue:66977", + "issue:51815|issue:53517", + "issue:64529|issue:65964", + "issue:34830|issue:51056", + "issue:31486|issue:51869", + "issue:64019|issue:67029", + "issue:51569|issue:65347", + "issue:66124|issue:68249", + "issue:53317|issue:64667", + "issue:63752|issue:66806", + "issue:48212|issue:48624", + "issue:52766|issue:68642", + "issue:37036|issue:65067", + "issue:41845|issue:63128", + "issue:67858|issue:68706" + ], + "prepared_review_unit_hash": "13b70be66fd4c896664529dfe490f424e7532bde444f14ee8bd09b6a6824615a", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 24, + "serialized_chars": 34421, + "estimated_input_tokens": 8606, + "estimated_eval_tokens": 17468 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "The set is not one single duplicate cluster; it contains several small duplicate groups across unrelated bugs. The strongest duplicate chains are BlueBubbles webhook 404, macOS LaunchAgent restart, OpenRouter 401 auth, TTS reply-media path handling, WhatsApp packaging, memory-wiki artifact reporting, browser CDP startup, and fallback-model session persistence.", + "confidence": 0.89, + "canonical_issue_reason": "Issue 48624 is the clearest representative of the strongest duplicate chain: it states the BlueBubbles webhook 404 symptom precisely and matches 48212 and 50856 closely.", + "canonical_pr_reason": null, + "best_issue_reason": "48624 is the best single issue to anchor triage because it is specific, concrete, and sits at the center of a near-identical BlueBubbles 404 subgroup; the rest of the list is heterogeneous and should not be merged into one canonical bug.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:48624", + "right": "issue:50856", + "accept": true, + "reason": "Same BlueBubbles webhook 404 failure on the gateway port; 50856 adds root-cause detail but reports the same bug." + }, + { + "left": "issue:66752", + "right": "issue:67972", + "accept": false, + "reason": "Both are installation/package problems, but one is an ARM64 module-not-found error and the other is a generic npm install failure; not clearly the same bug." + }, + { + "left": "issue:37028", + "right": "issue:53938", + "accept": true, + "reason": "Both describe the Feishu duplicate-registration gateway crash; 53938 is an expanded analysis of the same issue." + }, + { + "left": "issue:63999", + "right": "issue:65794", + "accept": false, + "reason": "Both involve tool-call handling, but one is XML leakage into chat and the other is argument truncation; different symptoms/codepaths." + }, + { + "left": "issue:65698", + "right": "issue:67327", + "accept": true, + "reason": "Same memory-wiki/memory bridge artifact-count defect: both report zero exported/bridge artifacts despite populated memory." + }, + { + "left": "issue:33256", + "right": "issue:51099", + "accept": false, + "reason": "Unrelated bugs: Google Chat integration breakage versus sandbox image missing python3." + }, + { + "left": "issue:50966", + "right": "issue:52482", + "accept": false, + "reason": "Both are provider/UI handling issues, but one is model-to-provider switching and the other is provider-prefix parsing; not the same concrete bug." + }, + { + "left": "issue:53244", + "right": "issue:53424", + "accept": true, + "reason": "Both indicate WhatsApp artifacts are missing from the shipped package/build, just phrased from different build outputs." + }, + { + "left": "issue:65571", + "right": "issue:66099", + "accept": true, + "reason": "Same Chrome CDP startup/reachability failure on Linux; one reports port startup failure, the other websocket unreachable after start." + }, + { + "left": "issue:65244", + "right": "issue:66977", + "accept": false, + "reason": "Both concern sqlite-vec loading, but the blockers differ: missing allowExtension option versus build-time OMIT_LOAD_EXTENSION." + }, + { + "left": "issue:51815", + "right": "issue:53517", + "accept": false, + "reason": "Related plugin-loading theme, but one is a Telegram plugin load failure and the other is a peer-dependency install defect; not clearly identical." + }, + { + "left": "issue:64529", + "right": "issue:65964", + "accept": true, + "reason": "Same TTS reply-media path rejection for /tmp/openclaw audio; 65964 is the same bug stated more directly." + }, + { + "left": "issue:34830", + "right": "issue:51056", + "accept": true, + "reason": "Same 401 missing-auth-header provider-auth bug; 51056 is the OpenRouter-specific instance of the same failure." + }, + { + "left": "issue:31486", + "right": "issue:51869", + "accept": true, + "reason": "Both point to custom provider support being mishandled for image/vision capability; 51869 explains the concrete hardcoded text-only input that breaks 31486." + }, + { + "left": "issue:64019", + "right": "issue:67029", + "accept": false, + "reason": "Both are memory-core dreaming issues, but they fail in different places with different missing fields/permissions." + }, + { + "left": "issue:51569", + "right": "issue:65347", + "accept": false, + "reason": "Both are OpenAI Codex OAuth failures, but one is proxy handling during code-to-token exchange and the other is invalid_scope/missing auth code." + }, + { + "left": "issue:66124", + "right": "issue:68249", + "accept": false, + "reason": "Both involve config/runtime mismatch, but they are different plugins and different failure modes." + }, + { + "left": "issue:53317", + "right": "issue:64667", + "accept": false, + "reason": "Different OAuth bugs: stale token overwrite on startup versus invalid request scope." + }, + { + "left": "issue:63752", + "right": "issue:66806", + "accept": false, + "reason": "Both are API-key lookup problems, but they involve different providers and scenarios; not enough evidence of one underlying bug." + }, + { + "left": "issue:48212", + "right": "issue:48624", + "accept": true, + "reason": "Nearly identical BlueBubbles webhook 404 reports; 48624 is just a slightly more specific wording." + }, + { + "left": "issue:52766", + "right": "issue:68642", + "accept": false, + "reason": "Both mention CLI/gateway hangs, but one is a WebSocket handshake timeout and the other is a broad CLI hang; too general to merge." + }, + { + "left": "issue:37036", + "right": "issue:65067", + "accept": false, + "reason": "Unrelated Windows dashboard 404 versus inability to use onboard on Windows." + }, + { + "left": "issue:41845", + "right": "issue:63128", + "accept": true, + "reason": "Same macOS gateway restart/LaunchAgent re-bootstrap failure; 63128 is a later rephrasing of the same bug." + }, + { + "left": "issue:67858", + "right": "issue:68706", + "accept": true, + "reason": "Same fallback-model persistence bug: an auto-fallback override sticks in session and affects later runs." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet and stays appropriately split across multiple small clusters. The soft-edge accepts are mostly conservative and supported by the issue titles, and the rejected pairs avoid over-merging unrelated bugs." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 27, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:26422", + "issue:30335", + "issue:31293", + "issue:31514", + "issue:31625", + "issue:32195", + "issue:33239", + "issue:34394", + "issue:35632", + "issue:42515", + "issue:43556", + "issue:50856", + "issue:51036", + "issue:51099", + "issue:53723", + "issue:53813", + "issue:53927", + "issue:61724", + "issue:62868", + "issue:62880", + "issue:62985", + "issue:63138", + "issue:63422", + "issue:63461", + "issue:63683", + "issue:63727", + "issue:63768", + "issue:63968", + "issue:64348", + "issue:64788", + "issue:65695", + "issue:65976", + "issue:66088", + "issue:66336", + "issue:66611", + "issue:66768", + "issue:67102", + "issue:67214", + "issue:67575", + "issue:67646", + "issue:67799", + "issue:67979", + "issue:68016", + "issue:68076", + "issue:68211", + "issue:68791", + "issue:68804" + ], + "soft_pairs": [ + "issue:67575|issue:68791", + "issue:68016|issue:68211", + "issue:62868|issue:62880", + "issue:53813|issue:63422", + "issue:53723|issue:68804", + "issue:50856|issue:53927", + "issue:67575|issue:68076", + "issue:30335|issue:51099", + "issue:33239|issue:34394", + "issue:43556|issue:61724", + "issue:66768|issue:67646", + "issue:66336|issue:67799", + "issue:32195|issue:51036", + "issue:63138|issue:65695", + "issue:31625|issue:42515", + "issue:65976|issue:67979", + "issue:62985|issue:66088", + "issue:63727|issue:63768", + "issue:31514|issue:35632", + "issue:63461|issue:63683", + "issue:63968|issue:64348", + "issue:67102|issue:67214", + "issue:26422|issue:31293", + "issue:64788|issue:66611" + ], + "prepared_review_unit_hash": "a5d21dbe5eb39f81a9baf81ab4b9d20a57f1b333a490021fbcc332fad350d821", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 24, + "serialized_chars": 34495, + "estimated_input_tokens": 8624, + "estimated_eval_tokens": 17504 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This set is heterogeneous overall, but several soft pairs are clear duplicates: Telegram package file omission, Feishu duplicate-plugin warning, sessions_spawn/streamTo subagent failures, BlueBubbles webhook 404s, missing qa/scenarios packaging regressions, and a few provider/browser/browser-CDP cases. I rejected pairs where the titles point to different triggers or different code paths even if the symptoms rhyme.", + "confidence": 0.77, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": "26422 is the broadest and most active issue in the set; it reads like the umbrella report for the outbound hook family, so it is the best standalone issue to keep if one representative must be chosen.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:67575", + "right": "issue:68791", + "accept": false, + "reason": "Both involve empty/incomplete turns, but one is OpenRouter response loss while the other is a Windows gateway deadlock; not the same bug." + }, + { + "left": "issue:68016", + "right": "issue:68211", + "accept": true, + "reason": "Both describe QQ Bot outbound media failing because files must live in QQ Bot media storage; one shows it on images, the other on TTS output." + }, + { + "left": "issue:62868", + "right": "issue:62880", + "accept": true, + "reason": "Same Telegram package bug: published bundle is missing `src/channel.setup.js` and triggers the same reference error." + }, + { + "left": "issue:53813", + "right": "issue:63422", + "accept": true, + "reason": "Both point to the same exec-tool/subagent regression where repeated exec calls lose the command or break after the 2026.4.8 update." + }, + { + "left": "issue:53723", + "right": "issue:68804", + "accept": false, + "reason": "Both are false token warnings, but they concern different subsystems and different validation logic." + }, + { + "left": "issue:50856", + "right": "issue:53927", + "accept": true, + "reason": "Same BlueBubbles webhook 404 route failure, just reported from different entry points and wording." + }, + { + "left": "issue:67575", + "right": "issue:68076", + "accept": false, + "reason": "Both mention incomplete turns, but one is a provider-return problem and the other is error surfacing for an incomplete-turn detector; too broad to merge safely." + }, + { + "left": "issue:30335", + "right": "issue:51099", + "accept": false, + "reason": "These are different failures: existing-file lookup in edit vs missing `python3` in the sandbox image." + }, + { + "left": "issue:33239", + "right": "issue:34394", + "accept": true, + "reason": "Same Feishu duplicate-plugin warning after install/upgrade; the titles describe the same plugin-loading regression." + }, + { + "left": "issue:43556", + "right": "issue:61724", + "accept": true, + "reason": "Same `sessions_spawn` subagent regression: `streamTo` is being used on a non-ACP runtime." + }, + { + "left": "issue:66768", + "right": "issue:67646", + "accept": true, + "reason": "Both report empty completed turns / silent empty responses in 2026.4.14 on the same cron-agent-turn path." + }, + { + "left": "issue:66336", + "right": "issue:67799", + "accept": false, + "reason": "Both mention pairing-required 1008 closures, but the scopes and triggers differ enough that this is not clearly the same underlying defect." + }, + { + "left": "issue:32195", + "right": "issue:51036", + "accept": true, + "reason": "Same custom OpenAI-compatible provider failure mode: completion succeeds superficially but yields empty payloads / no returned reply." + }, + { + "left": "issue:63138", + "right": "issue:65695", + "accept": true, + "reason": "Same browser CDP reachability problem after Chrome starts; the later report just adds a concrete system-Chrome/Playwright repro." + }, + { + "left": "issue:31625", + "right": "issue:42515", + "accept": false, + "reason": "Both are 400/deadlock reports, but one is specifically truncated `tool_use` recovery and the other is generic provider 400 handling; not safe to collapse." + }, + { + "left": "issue:65976", + "right": "issue:67979", + "accept": false, + "reason": "Both involve memory-wiki bridge mode, but one is about zero public artifacts/removal behavior and the other is about missing capability context; likely related, not the same bug." + }, + { + "left": "issue:62985", + "right": "issue:66088", + "accept": false, + "reason": "Different channels and different config keys; these are separate multi-account validation issues." + }, + { + "left": "issue:63727", + "right": "issue:63768", + "accept": true, + "reason": "Same packaging regression: 2026.4.9 is missing the `qa/scenarios` scaffold, which breaks both CLI startup and the update cache refresh." + }, + { + "left": "issue:31514", + "right": "issue:35632", + "accept": false, + "reason": "Both use `[[reply_to_current]]`, but one duplicates Slack messages while the other shows a deleted-message state in Telegram; different channel behaviors." + }, + { + "left": "issue:63461", + "right": "issue:63683", + "accept": false, + "reason": "Unrelated bugs: WhatsApp media send path vs Anthropic CLI startup/operation." + }, + { + "left": "issue:63968", + "right": "issue:64348", + "accept": true, + "reason": "Same 2026.4.9 packaging issue missing `qa/scenarios/index.md` / `qa/scenarios` files." + }, + { + "left": "issue:67102", + "right": "issue:67214", + "accept": false, + "reason": "Different topics entirely: OpenRouter tool calls vs cron jobs collapsing after upgrade." + }, + { + "left": "issue:26422", + "right": "issue:31293", + "accept": false, + "reason": "Similar hook theme, but `message_sending` and `message:sent` are distinct hooks with different semantics; not the same artifact." + }, + { + "left": "issue:64788", + "right": "issue:66611", + "accept": false, + "reason": "Both are browser attach/CDP failures, but the reports point to different attach modes and conditions without a clear shared root cause." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet, and the soft-edge calls are conservative overall. The accepted pairs are all plausibly the same underlying defect by title and context (missing package files, duplicate plugin warnings, session/runtime regressions, CDP connectivity, empty-turn/provider issues, and BlueBubbles 404s), while the rejected pairs are appropriately separated when the titles point to different triggers, subsystems, or code paths. The representative issue choice for 26422 is also reasonable given its breadth and discussion activity." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 28, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:31098", + "issue:31382", + "issue:33043", + "issue:33155", + "issue:47650", + "issue:48212", + "issue:48624", + "issue:49395", + "issue:50856", + "issue:51557", + "issue:52463", + "issue:52482", + "issue:52605", + "issue:53415", + "issue:53516", + "issue:53566", + "issue:53753", + "issue:55096", + "issue:55346", + "issue:62470", + "issue:62699", + "issue:62867", + "issue:62868", + "issue:62886", + "issue:62903", + "issue:63101", + "issue:64011", + "issue:64251", + "issue:64762", + "issue:65092", + "issue:65151", + "issue:65479", + "issue:66176", + "issue:66254", + "issue:66390", + "issue:66500", + "issue:66588", + "issue:66621", + "issue:66674", + "issue:67113", + "issue:67190", + "issue:67412", + "issue:68294", + "issue:68436", + "issue:68508", + "issue:68605", + "issue:68791", + "issue:7468" + ], + "soft_pairs": [ + "issue:47650|issue:48624", + "issue:65092|issue:67190", + "issue:53516|issue:7468", + "issue:31098|issue:66254", + "issue:64762|issue:68294", + "issue:52482|issue:53753", + "issue:48212|issue:50856", + "issue:51557|issue:65151", + "issue:66588|issue:67113", + "issue:50856|issue:52605", + "issue:62867|issue:62903", + "issue:52463|issue:68508", + "issue:48212|issue:49395", + "issue:53566|issue:62470", + "issue:33043|issue:66500", + "issue:68436|issue:68791", + "issue:66621|issue:68605", + "issue:55346|issue:64011", + "issue:53415|issue:62699", + "issue:62868|issue:62886", + "issue:66176|issue:67412", + "issue:63101|issue:65479", + "issue:33155|issue:55096", + "issue:64251|issue:66674", + "issue:31382|issue:66390" + ], + "prepared_review_unit_hash": "873faa7e0a57dba384ec00fb55581154e2ebcd7d3c1ff633c0f34b0296b4612b", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 25, + "serialized_chars": 35724, + "estimated_input_tokens": 8931, + "estimated_eval_tokens": 18118 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This cluster splits into several small duplicate pockets rather than one broad theme. The strongest groups are the BlueBubbles webhook 404 reports, the Telegram bundled-plugin packaging breakage, the Control UI/webchat message/image display issues, and a few isolated-session or multipart/FormData regressions.", + "confidence": 0.73, + "canonical_issue_reason": "Best issue anchor for the largest visible duplicate pocket: issue:47650 is the broadest BlueBubbles webhook 404 regression report in the set, and its title aligns with the other BlueBubbles route-failure issues in the packet.", + "canonical_pr_reason": null, + "best_issue_reason": "Most representative overall issue because it uses the broad regression framing and covers the main BlueBubbles 404 pocket better than the narrower symptom reports.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:47650", + "right": "issue:48624", + "accept": true, + "reason": "Same BlueBubbles webhook 404 failure; one is the broader regression report and the other is a concrete route/port symptom." + }, + { + "left": "issue:65092", + "right": "issue:67190", + "accept": true, + "reason": "Both describe the memory-wiki bridge import returning 0 artifacts, with the later issue adding the CLI-vs-gateway comparison." + }, + { + "left": "issue:53516", + "right": "issue:7468", + "accept": false, + "reason": "Related model-selection features, but they are different requests rather than the same bug or change." + }, + { + "left": "issue:31098", + "right": "issue:66254", + "accept": false, + "reason": "Different channel integrations and different config fields; the similar 'not configured/no token' wording is not enough for a duplicate." + }, + { + "left": "issue:64762", + "right": "issue:68294", + "accept": true, + "reason": "Same multipart/FormData corruption problem affecting audio transcription; the Node 24 wording is a more specific framing of the same failure." + }, + { + "left": "issue:52482", + "right": "issue:53753", + "accept": true, + "reason": "Both point to the same Control UI model-picker/provider-prefix composition bug." + }, + { + "left": "issue:48212", + "right": "issue:50856", + "accept": true, + "reason": "Same BlueBubbles webhook route 404 regression, described once as a general webhook route failure and once as a hooks-related breakage." + }, + { + "left": "issue:51557", + "right": "issue:65151", + "accept": false, + "reason": "Both involve cron/isolated sessions, but the reported failures differ: sessionTarget/browser compatibility versus session-file persistence." + }, + { + "left": "issue:66588", + "right": "issue:67113", + "accept": false, + "reason": "Different subsystems and failures on ARM/Pi 5: browser plugin launch versus qmd embed timeout loop." + }, + { + "left": "issue:50856", + "right": "issue:52605", + "accept": true, + "reason": "Same BlueBubbles webhook 404 issue; the second report is the user-facing inbound-message symptom of the same route breakage." + }, + { + "left": "issue:62867", + "right": "issue:62903", + "accept": false, + "reason": "Both are 2026.4.7 regressions, but they describe different bugs: broad OpenClaw breakage versus a Telegram bundled-plugin/config rewrite issue." + }, + { + "left": "issue:52463", + "right": "issue:68508", + "accept": false, + "reason": "Both are Control UI transcript/visibility complaints, but the symptoms and triggers are different enough that they do not clearly share one concrete bug." + }, + { + "left": "issue:48212", + "right": "issue:49395", + "accept": true, + "reason": "Same BlueBubbles webhook 404 symptom; the second report is another account of the same route failing despite the plugin appearing active." + }, + { + "left": "issue:53566", + "right": "issue:62470", + "accept": false, + "reason": "Different Google Vertex/Gemini bugs: unknown-model rejection versus empty replies with thinkingConfig/includeThoughts." + }, + { + "left": "issue:33043", + "right": "issue:66500", + "accept": false, + "reason": "Both are Feishu-related, but one concerns TTS truncation and the other concerns filename encoding when saving media." + }, + { + "left": "issue:68436", + "right": "issue:68791", + "accept": false, + "reason": "Both mention incomplete turns, but they involve different failure modes and contexts." + }, + { + "left": "issue:66621", + "right": "issue:68605", + "accept": true, + "reason": "Same Control UI/webchat image-attachment persistence/display bug; the later report is a more detailed description of the same behavior." + }, + { + "left": "issue:55346", + "right": "issue:64011", + "accept": false, + "reason": "Both are Discord gateway crashes, but the error signatures and platform context differ enough to treat them as separate bugs." + }, + { + "left": "issue:53415", + "right": "issue:62699", + "accept": true, + "reason": "Same ACP persistent-session failure around queue-owner-unavailable recovery; the later report broadens the same problem to more session types." + }, + { + "left": "issue:62868", + "right": "issue:62886", + "accept": true, + "reason": "Same Telegram bundled-plugin packaging breakage in 2026.4.7; both report missing runtime files needed by the plugin." + }, + { + "left": "issue:66176", + "right": "issue:67412", + "accept": true, + "reason": "Same Control UI/webchat sent-message disappearance/flicker issue." + }, + { + "left": "issue:63101", + "right": "issue:65479", + "accept": false, + "reason": "Both are Feishu validation regressions, but they affect different config fields and versions." + }, + { + "left": "issue:33155", + "right": "issue:55096", + "accept": false, + "reason": "Both are cron/session-related, but one is about sessionTarget eligibility and the other about channel-message permissions." + }, + { + "left": "issue:64251", + "right": "issue:66674", + "accept": false, + "reason": "Different CLI-backed model failures: follow-up-path handling versus direct infer/rawError misreporting." + }, + { + "left": "issue:31382", + "right": "issue:66390", + "accept": false, + "reason": "Different update/install failures: gateway update root validation versus macOS file-lock conflicts during update." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "The duplicate-group summary is mostly plausible, but the canonical/best-issue rationale overstates the packet evidence. In particular, it says issue:47650 \"links to two closely related reports,\" but the packet shows explicit_issue_links=0 and no body text to support that claim. Please keep the anchor rationale conservative and avoid asserting linkage/root-cause details that aren\u2019t visible in the packet." + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 29, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:30818", + "issue:30908", + "issue:33119", + "issue:33607", + "issue:34631", + "issue:34656", + "issue:34971", + "issue:36270", + "issue:41845", + "issue:43637", + "issue:48212", + "issue:51728", + "issue:52463", + "issue:52565", + "issue:53721", + "issue:53831", + "issue:53927", + "issue:54613", + "issue:62409", + "issue:62868", + "issue:62898", + "issue:63211", + "issue:63665", + "issue:63705", + "issue:63706", + "issue:63968", + "issue:64111", + "issue:64208", + "issue:64802", + "issue:64860", + "issue:64912", + "issue:64932", + "issue:65072", + "issue:65112", + "issue:65177", + "issue:65321", + "issue:65652", + "issue:65706", + "issue:66048", + "issue:66391", + "issue:67607", + "issue:67726", + "issue:67907", + "issue:67927", + "issue:68074", + "issue:68562", + "issue:68585" + ], + "soft_pairs": [ + "issue:65321|issue:65652", + "issue:63706|issue:64802", + "issue:51728|issue:52565", + "issue:63705|issue:64912", + "issue:68074|issue:68562", + "issue:34656|issue:36270", + "issue:52463|issue:52565", + "issue:65177|issue:65706", + "issue:53721|issue:53831", + "issue:63665|issue:64860", + "issue:62409|issue:65112", + "issue:64111|issue:66391", + "issue:62868|issue:62898", + "issue:34971|issue:53721", + "issue:30908|issue:66048", + "issue:63211|issue:64208", + "issue:33607|issue:34631", + "issue:63968|issue:64932", + "issue:54613|issue:67726", + "issue:33119|issue:51728", + "issue:41845|issue:43637", + "issue:67607|issue:68585", + "issue:48212|issue:53927", + "issue:67907|issue:67927", + "issue:30818|issue:65072" + ], + "prepared_review_unit_hash": "0de38713bbbcde30b520f4a11d751e8d13dfd20f7a66deb09bc8bf0cdc4ee8b7", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 25, + "serialized_chars": 34593, + "estimated_input_tokens": 8649, + "estimated_eval_tokens": 17554 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Most pairs are unrelated lookalikes, but a few are genuine duplicates in recurring bug families: missing qa/scenarios packaging, invalid-auth 401s, Telegram commentary leaks, macOS launchd restart behavior, BlueBubbles 404s, exec-approval policy, and some packaging-path regressions. I selected the QA scenario pack missing regression as the best canonical issue because it has the clearest title and the strongest duplicate family in this set.", + "confidence": 0.86, + "canonical_issue_reason": "issue:63968 is the clearest representative of the strongest duplicate family here: the 2026.4.9 regression where qa/scenarios/index.md is missing and breaks completion cache / `openclaw qa`, with several closely matching follow-ups.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:63968 is the best overall issue candidate because it is specific, regression-framed, and matches multiple near-duplicates with the same missing-artifact failure mode.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:65321", + "right": "issue:65652", + "accept": false, + "reason": "Different bugs: TTS provider failure vs dreaming/heartbeat session generation." + }, + { + "left": "issue:63706", + "right": "issue:64802", + "accept": false, + "reason": "Unrelated: Discord voice-note handling vs a Railway Docker image version request." + }, + { + "left": "issue:51728", + "right": "issue:52565", + "accept": false, + "reason": "Different UI failures: attachment delivery vs button/event-listener behavior." + }, + { + "left": "issue:63705", + "right": "issue:64912", + "accept": true, + "reason": "Same underlying regression: missing qa/scenarios pack causing completion-cache/update failures." + }, + { + "left": "issue:68074", + "right": "issue:68562", + "accept": false, + "reason": "Related area, but not the same bug: permission-scope cleanup failure vs a spurious warning on request-scoped runtime." + }, + { + "left": "issue:34656", + "right": "issue:36270", + "accept": true, + "reason": "Both report the same auth failure pattern: HTTP 401 / invalid API key on sends after config or restart." + }, + { + "left": "issue:52463", + "right": "issue:52565", + "accept": false, + "reason": "Separate symptoms: session-compaction message leakage vs non-functional buttons." + }, + { + "left": "issue:65177", + "right": "issue:65706", + "accept": false, + "reason": "Different workflows: Feishu config migration vs node list/status sync." + }, + { + "left": "issue:53721", + "right": "issue:53831", + "accept": false, + "reason": "Different channels and failure modes: Telegram restart init issue vs Discord startup failure on Windows." + }, + { + "left": "issue:63665", + "right": "issue:64860", + "accept": true, + "reason": "Same missing scenario-pack packaging problem surfacing through update / QA Lab paths." + }, + { + "left": "issue:62409", + "right": "issue:65112", + "accept": true, + "reason": "Same Telegram commentary-phase leakage bug, described from two Telegram session contexts." + }, + { + "left": "issue:64111", + "right": "issue:66391", + "accept": false, + "reason": "Different problems: Ollama vision/image-tool access vs TUI session-ID errors." + }, + { + "left": "issue:62868", + "right": "issue:62898", + "accept": true, + "reason": "Both point to the same 2026.4.7 packaging/path regression in bundled plugin setup files." + }, + { + "left": "issue:34971", + "right": "issue:53721", + "accept": false, + "reason": "Generic multi-regression report vs a specific Telegram restart bug; not the same underlying issue." + }, + { + "left": "issue:30908", + "right": "issue:66048", + "accept": false, + "reason": "Unrelated config problems: duplicate plugin id warning vs `$include` flattening on gateway restart." + }, + { + "left": "issue:63211", + "right": "issue:64208", + "accept": true, + "reason": "Same exec-approval policy bug: `tools.exec.ask=off` still prompts / requires approval in different sessions." + }, + { + "left": "issue:33607", + "right": "issue:34631", + "accept": false, + "reason": "Different issues: general UI regressions vs LINE webhook 404 on restart." + }, + { + "left": "issue:63968", + "right": "issue:64932", + "accept": true, + "reason": "Same missing `qa/scenarios/index.md` regression breaking completion-cache generation." + }, + { + "left": "issue:54613", + "right": "issue:67726", + "accept": false, + "reason": "Unrelated channel delivery bug vs TTS auto-mode not triggering." + }, + { + "left": "issue:33119", + "right": "issue:51728", + "accept": false, + "reason": "Both mention webchat attachments, but one is display-by-UI and the other is delivery-to-agent; not the same bug." + }, + { + "left": "issue:41845", + "right": "issue:43637", + "accept": true, + "reason": "Same macOS launchd bug: `gateway stop` unloads the service and prevents a normal restart." + }, + { + "left": "issue:67607", + "right": "issue:68585", + "accept": false, + "reason": "Related Slack threading area, but these are different features (`threadId` envelope vs `thread_ts` sendMessage support)." + }, + { + "left": "issue:48212", + "right": "issue:53927", + "accept": true, + "reason": "Same BlueBubbles webhook regression: route appears up but POST returns 404." + }, + { + "left": "issue:67907", + "right": "issue:67927", + "accept": false, + "reason": "Different bugs: OpenRouter stopReason/payload issue vs image upload bug report." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The canonical issue choice is grounded in the packet: 63968 and 64932 are a clear duplicate pair on the same missing qa/scenarios/index.md regression, and the summary stays within the evidence available. The accepted soft edges are generally conservative and title-supported, with no clear overstatement beyond normal duplicate-family grouping." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 30, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:30818", + "issue:32833", + "issue:32892", + "issue:35181", + "issue:49395", + "issue:49784", + "issue:51151", + "issue:52605", + "issue:53271", + "issue:53564", + "issue:62867", + "issue:62911", + "issue:63026", + "issue:63510", + "issue:64026", + "issue:64117", + "issue:64348", + "issue:64710", + "issue:64839", + "issue:65002", + "issue:65033", + "issue:65125", + "issue:65133", + "issue:65244", + "issue:65451", + "issue:65463", + "issue:65722", + "issue:65840", + "issue:66095", + "issue:66281", + "issue:66611", + "issue:66669", + "issue:66752", + "issue:66763", + "issue:67517", + "issue:67624", + "issue:67646", + "issue:67698", + "issue:67742", + "issue:67851", + "issue:67908", + "issue:67972", + "issue:67984", + "issue:68012", + "issue:68030", + "issue:68256", + "issue:68371" + ], + "soft_pairs": [ + "issue:62867|issue:67742", + "issue:67698|issue:68030", + "issue:65033|issue:65244", + "issue:65722|issue:68371", + "issue:30818|issue:53271", + "issue:67908|issue:67972", + "issue:49784|issue:63026", + "issue:67517|issue:67624", + "issue:63510|issue:64348", + "issue:64839|issue:65840", + "issue:30818|issue:66669", + "issue:67646|issue:68256", + "issue:66752|issue:67984", + "issue:35181|issue:64026", + "issue:62911|issue:64710", + "issue:65002|issue:65451", + "issue:65125|issue:65133", + "issue:49395|issue:52605", + "issue:66095|issue:68012", + "issue:32833|issue:32892", + "issue:51151|issue:66611", + "issue:64117|issue:67851", + "issue:53564|issue:65463", + "issue:66281|issue:66763" + ], + "prepared_review_unit_hash": "573df9f84fb0693e26897415d59e7db87b0166d545d11dfb10d09a46966cc239", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 24, + "serialized_chars": 34360, + "estimated_input_tokens": 8590, + "estimated_eval_tokens": 17436 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Most soft pairs are true duplicates when they share the same concrete failure mode, version, and code path; a few are only broad-similarity matches and should stay separate.", + "confidence": 0.84, + "canonical_issue_reason": "If one issue has to represent the webchat image-upload cluster, 53271 is the best canonical candidate: it most clearly describes the missing upload request plus the local-only/refresh-loss behavior.", + "canonical_pr_reason": null, + "best_issue_reason": "53271 is also the strongest overall issue candidate among the compared items because it is the most complete, reproducible report with the clearest symptom statement.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:62867", + "right": "issue:67742", + "accept": false, + "reason": "Upgrade regression vs. a model-fallback request; same broad product area, different bugs." + }, + { + "left": "issue:67698", + "right": "issue:68030", + "accept": true, + "reason": "Both describe the same OpenRouter payloads=0 / empty-response failure mode." + }, + { + "left": "issue:65033", + "right": "issue:65244", + "accept": true, + "reason": "Same sqlite-vec Node 24 regression: DatabaseSync needs allowExtension to load the extension." + }, + { + "left": "issue:65722", + "right": "issue:68371", + "accept": false, + "reason": "Both involve wiki bridge/memory export, but the reported symptoms differ enough to avoid merging." + }, + { + "left": "issue:30818", + "right": "issue:53271", + "accept": true, + "reason": "Same webchat pasted-image bug: images are not actually uploaded/sent to the backend." + }, + { + "left": "issue:67908", + "right": "issue:67972", + "accept": false, + "reason": "One is a Docker package resolution issue, the other a generic npm install failure; not the same concrete bug." + }, + { + "left": "issue:49784", + "right": "issue:63026", + "accept": false, + "reason": "MS Teams CLI upload vs. control-panel web UI routing; related file-upload area, but different paths and symptoms." + }, + { + "left": "issue:67517", + "right": "issue:67624", + "accept": true, + "reason": "Same OpenAI Codex/gpt-5.4 HTML-response problem causing misclassification/hangs in the client." + }, + { + "left": "issue:63510", + "right": "issue:64348", + "accept": true, + "reason": "Same packaging omission around qa/scenarios files causing the cache-generation crash and the missing package contents." + }, + { + "left": "issue:64839", + "right": "issue:65840", + "accept": true, + "reason": "Same image-tool regression around qwen/qwen3.6-plus being reported as an unknown model." + }, + { + "left": "issue:30818", + "right": "issue:66669", + "accept": true, + "reason": "Both report the same webchat image attachment failure in the control UI." + }, + { + "left": "issue:67646", + "right": "issue:68256", + "accept": false, + "reason": "Both mention empty OpenRouter responses, but one is a cron harness issue and the other is per-agent auth-profile behavior." + }, + { + "left": "issue:66752", + "right": "issue:67984", + "accept": false, + "reason": "ARM64 global-install missing asset vs. later generic npm install failure; insufficient evidence of one underlying bug." + }, + { + "left": "issue:35181", + "right": "issue:64026", + "accept": false, + "reason": "Prebuilt-binary fallback/no-GPU vs. 400 no body on gemma4 are different failures." + }, + { + "left": "issue:62911", + "right": "issue:64710", + "accept": true, + "reason": "Same Ollama/gateway timeout pattern: direct API works, but the agent/gateway path times out." + }, + { + "left": "issue:65002", + "right": "issue:65451", + "accept": true, + "reason": "Same WhatsApp outbound media bug: mediaUrl is dropped and hasMedia stays false." + }, + { + "left": "issue:65125", + "right": "issue:65133", + "accept": true, + "reason": "Same macOS Chrome/CDP attach failure affecting managed/browser attach paths." + }, + { + "left": "issue:49395", + "right": "issue:52605", + "accept": true, + "reason": "Same BlueBubbles webhook route 404 after upgrade." + }, + { + "left": "issue:66095", + "right": "issue:68012", + "accept": true, + "reason": "Same image-attachment dropping problem before provider dispatch despite image input being configured." + }, + { + "left": "issue:32833", + "right": "issue:32892", + "accept": false, + "reason": "Plugin install failure and provider-plugin discovery failure are related, but not the same concrete bug." + }, + { + "left": "issue:51151", + "right": "issue:66611", + "accept": false, + "reason": "Gateway connectivity and browser attachOnly/CDP failures are separate connection problems." + }, + { + "left": "issue:64117", + "right": "issue:67851", + "accept": true, + "reason": "Same voice-call EADDRINUSE port conflict on every invocation." + }, + { + "left": "issue:53564", + "right": "issue:65463", + "accept": true, + "reason": "Same TTS parser shorthand bug: plain [[tts]] tags are not recognized." + }, + { + "left": "issue:66281", + "right": "issue:66763", + "accept": true, + "reason": "Same macOS Chrome attach/CDP failure, just reported through different entry points." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "Accepted. The canonical issue choice is grounded in the packet, and the soft-edge calls are mostly conservative: clear duplicates are accepted, while the broader-similarity or different-code-path pairs are rejected. A few accepted pairs are somewhat borderline from titles alone, but not enough to reject." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 31, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:31414", + "issue:33053", + "issue:34394", + "issue:36301", + "issue:37548", + "issue:51036", + "issue:52773", + "issue:53480", + "issue:53582", + "issue:53729", + "issue:54689", + "issue:55222", + "issue:55813", + "issue:62296", + "issue:62623", + "issue:62819", + "issue:63138", + "issue:63274", + "issue:63422", + "issue:63465", + "issue:63946", + "issue:64844", + "issue:65133", + "issue:65498", + "issue:65722", + "issue:65993", + "issue:66050", + "issue:66082", + "issue:66097", + "issue:66099", + "issue:66353", + "issue:66358", + "issue:66390", + "issue:66460", + "issue:67056", + "issue:67177", + "issue:67190", + "issue:67267", + "issue:67327", + "issue:67573", + "issue:67658", + "issue:67730", + "issue:67791", + "issue:67912", + "issue:67922", + "issue:67979", + "issue:68479" + ], + "soft_pairs": [ + "issue:66097|issue:66099", + "issue:67912|issue:67922", + "issue:55222|issue:66390", + "issue:53582|issue:67267", + "issue:65722|issue:67327", + "issue:33053|issue:62819", + "issue:53480|issue:68479", + "issue:63274|issue:63422", + "issue:66358|issue:67730", + "issue:64844|issue:67573", + "issue:65498|issue:66460", + "issue:62296|issue:63465", + "issue:52773|issue:53729", + "issue:65722|issue:67658", + "issue:65993|issue:67791", + "issue:54689|issue:55813", + "issue:63946|issue:67190", + "issue:63138|issue:66050", + "issue:66082|issue:67979", + "issue:31414|issue:36301", + "issue:62623|issue:67177", + "issue:65133|issue:66353", + "issue:51036|issue:67056", + "issue:34394|issue:37548" + ], + "prepared_review_unit_hash": "78282dac30d011b2b819cb2e6540d7bf11273eb113817264a7f5a575ddefc581", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 24, + "serialized_chars": 34480, + "estimated_input_tokens": 8620, + "estimated_eval_tokens": 17496 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "The cluster is mostly a mix of unrelated issue families, with several true duplicate groups around browser CDP readiness, memory-wiki artifact export, Feishu streaming duplicates, session/model override handling, and npm-update version mismatch.", + "confidence": 0.91, + "canonical_issue_reason": "Issue 66082 is the cleanest anchor for one of the largest duplicate subclusters: it describes the core memory-wiki bridge artifact-export failure clearly and in the broadest runtime context.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 66082 is the best overall representative among the listed issues because it is concrete, reproducible, and captures the underlying memory-wiki bridge export symptom more directly than the narrower follow-ups.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:66097", + "right": "issue:66099", + "accept": true, + "reason": "Both describe the same CDP readiness/detection failure: Chrome is up, but the browser layer reports CDP/websocket unavailable." + }, + { + "left": "issue:67912", + "right": "issue:67922", + "accept": false, + "reason": "Both involve dreaming/memory output, but one is about overwriting daily memory files and the other about stdout vs DREAMS.md; different failure modes." + }, + { + "left": "issue:55222", + "right": "issue:66390", + "accept": false, + "reason": "Both are gateway start/update failures, but the causes differ: launchd service unloading versus npm file-lock conflicts." + }, + { + "left": "issue:53582", + "right": "issue:67267", + "accept": false, + "reason": "Both mention message loops, but they are different channels and behaviors (iMessage self-chat loop vs web UI feedback loop)." + }, + { + "left": "issue:65722", + "right": "issue:67327", + "accept": true, + "reason": "Both report the same memory-wiki bridge artifact-export problem, with the CLI/doctor/status paths exposing the same missing artifact result." + }, + { + "left": "issue:33053", + "right": "issue:62819", + "accept": true, + "reason": "Both point to the same QQ cron announce/session isolation issue where cron delivery cannot send normal messages." + }, + { + "left": "issue:53480", + "right": "issue:68479", + "accept": false, + "reason": "Both are regressions affecting session capabilities, but the concrete bugs differ: thinkingLevel/tool-calling on Discord vs missing message tool in cron sessions." + }, + { + "left": "issue:63274", + "right": "issue:63422", + "accept": false, + "reason": "These are different regressions in different subsystems: Telegram file delivery vs sub-agent exec tool calls." + }, + { + "left": "issue:66358", + "right": "issue:67730", + "accept": true, + "reason": "Both describe the same dreaming/session-memory cleanup bug leading to leftover or uncollected sessions." + }, + { + "left": "issue:64844", + "right": "issue:67573", + "accept": true, + "reason": "Both are about session model override handling in /new and /reset, with the same underlying default-model selection path." + }, + { + "left": "issue:65498", + "right": "issue:66460", + "accept": true, + "reason": "Both involve heartbeat/exec-completion routing of user-facing versus cron-owned events, indicating the same event-delivery path bug." + }, + { + "left": "issue:62296", + "right": "issue:63465", + "accept": false, + "reason": "Both relate to dreaming cron, but one is about a missing before_agent_reply hook delivery and the other about cron creation; not the same concrete bug." + }, + { + "left": "issue:52773", + "right": "issue:53729", + "accept": false, + "reason": "Both are WhatsApp issues, but one is outbound listener failure after upgrade and the other is outbound messages echoing back as inbound." + }, + { + "left": "issue:65722", + "right": "issue:67658", + "accept": false, + "reason": "Both touch memory-wiki/memory artifacts, but one is about bridge import returning zero artifacts and the other about deleting sources when artifacts are unavailable." + }, + { + "left": "issue:65993", + "right": "issue:67791", + "accept": true, + "reason": "Both describe the same Feishu streaming-card duplication bug, including long-reply truncation and duplicate completion behavior." + }, + { + "left": "issue:54689", + "right": "issue:55813", + "accept": false, + "reason": "One is a specific Telegram file-sending regression; the other is a broad beta-is-broken report without the same concrete failure path." + }, + { + "left": "issue:63946", + "right": "issue:67190", + "accept": true, + "reason": "Both report memory-wiki bridge import returning zero artifacts from the CLI while the gateway path works or plugin capability is missing." + }, + { + "left": "issue:63138", + "right": "issue:66050", + "accept": true, + "reason": "Both are the same browser CDP websocket reachability/readiness failure despite Chrome being started or listening." + }, + { + "left": "issue:66082", + "right": "issue:67979", + "accept": true, + "reason": "These are essentially the same memory-wiki bridge mode artifact-export bug, both pointing to missing plugin capability in the CLI context." + }, + { + "left": "issue:31414", + "right": "issue:36301", + "accept": true, + "reason": "Both describe the same npm global-update version mismatch between gateway UI and service/package versions." + }, + { + "left": "issue:62623", + "right": "issue:67177", + "accept": false, + "reason": "Both concern inbound file attachments in DMs, but they affect different platforms and appear to be separate integration bugs." + }, + { + "left": "issue:65133", + "right": "issue:66353", + "accept": true, + "reason": "Both describe the same managed/healthy Chrome CDP detection problem where the endpoint exists but readiness checks fail." + }, + { + "left": "issue:51036", + "right": "issue:67056", + "accept": false, + "reason": "Both involve custom OpenAI-compatible providers, but one is a payload/usage completion issue and the other is provider-header preservation in image runtime." + }, + { + "left": "issue:34394", + "right": "issue:37548", + "accept": true, + "reason": "Both are duplicate-plugin warnings for Feishu, and both point to the same configuration/ID collision problem." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet and stays reasonably conservative. The accepted soft-edge pairs are all supported by strong title-level overlap in the same bug families, and the rejected pairs are appropriately distinguished where the failure modes differ. The chosen canonical/best issue, 66082, is also a plausible anchor for the memory-wiki bridge artifact-export cluster." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 32, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:30818", + "issue:31100", + "issue:31144", + "issue:33157", + "issue:34971", + "issue:40941", + "issue:50547", + "issue:51126", + "issue:51578", + "issue:51873", + "issue:53559", + "issue:53578", + "issue:53666", + "issue:53721", + "issue:53907", + "issue:59943", + "issue:61103", + "issue:62296", + "issue:63026", + "issue:63534", + "issue:63569", + "issue:63727", + "issue:63968", + "issue:64047", + "issue:64092", + "issue:64111", + "issue:64330", + "issue:65431", + "issue:65915", + "issue:66151", + "issue:66189", + "issue:66288", + "issue:66381", + "issue:66486", + "issue:66814", + "issue:66952", + "issue:67032", + "issue:67267", + "issue:67402", + "issue:67575", + "issue:67712", + "issue:67949", + "issue:68030", + "issue:68102", + "issue:68522", + "issue:68526", + "issue:68580" + ], + "soft_pairs": [ + "issue:61103|issue:68102", + "issue:66814|issue:67402", + "issue:61103|issue:67032", + "issue:63534|issue:63968", + "issue:53907|issue:65915", + "issue:65431|issue:66486", + "issue:67575|issue:68030", + "issue:34971|issue:53578", + "issue:53666|issue:53721", + "issue:63026|issue:67267", + "issue:31144|issue:66381", + "issue:30818|issue:33157", + "issue:66151|issue:66189", + "issue:40941|issue:51873", + "issue:53559|issue:64047", + "issue:64092|issue:67712", + "issue:59943|issue:64111", + "issue:68526|issue:68580", + "issue:63569|issue:63727", + "issue:50547|issue:66288", + "issue:63727|issue:63968", + "issue:67712|issue:68522", + "issue:31100|issue:51578", + "issue:51126|issue:66952", + "issue:62296|issue:64330", + "issue:67267|issue:67949" + ], + "prepared_review_unit_hash": "18186376232ee32752408e15420d05871707bc57f71933d4cf066db5d1af020f", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 26, + "serialized_chars": 34981, + "estimated_input_tokens": 8746, + "estimated_eval_tokens": 17748 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Heterogeneous cluster with several tight duplicate families, but most pair candidates are only broad subsystem matches and should be rejected. The clearest duplicates are the qa/scenarios packaging regression, OpenAI Codex DNS-misclassification reports, OpenRouter payloads=0 reports, Ollama image-tool Unknown model reports, the subagent-registry dist omission, and one WebChat transient-disappearance pair.", + "confidence": 0.63, + "canonical_issue_reason": "issue:63727 is the broadest and most central report in the strongest duplicate family here: it describes the 2026.4.9 qa/scenarios scaffold regression at the package level, which subsumes the narrower CLI/index.md/completion-cache symptoms in the related reports.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:63727 is the best representative issue for triage because it states the underlying packaging regression clearly and spans the widest impact surface among the tightly matching issue set.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:61103", + "right": "issue:68102", + "accept": true, + "reason": "Both describe Control UI/webchat image uploads losing the attachment; 68102 explicitly notes the prior fix missed this path." + }, + { + "left": "issue:66814", + "right": "issue:67402", + "accept": false, + "reason": "Both involve internal-message leakage, but one is visible Control UI transcript leakage and the other is post-restart leakage into normal chat; different trigger paths." + }, + { + "left": "issue:61103", + "right": "issue:67032", + "accept": false, + "reason": "Same general UI area, but 61103 is an upgrade-specific image-upload breakage while 67032 mixes missing upload and lag symptoms; not the same concrete bug." + }, + { + "left": "issue:63534", + "right": "issue:63968", + "accept": false, + "reason": "Unrelated bugs: UI layout abnormality vs missing qa/scenarios packaging." + }, + { + "left": "issue:53907", + "right": "issue:65915", + "accept": false, + "reason": "Different integrations and failure modes: WhatsApp breakage vs Opik trace export regression." + }, + { + "left": "issue:65431", + "right": "issue:66486", + "accept": false, + "reason": "Both are image-tool config problems, but the reported failures differ: capability-check rejection vs unknown-model selection error." + }, + { + "left": "issue:67575", + "right": "issue:68030", + "accept": true, + "reason": "Same OpenRouter bug family: payloads=0 / responses received but not returned to user." + }, + { + "left": "issue:34971", + "right": "issue:53578", + "accept": false, + "reason": "A general post-upgrade regression vs OAuth performance slowdown; no shared concrete bug." + }, + { + "left": "issue:53666", + "right": "issue:53721", + "accept": false, + "reason": "Different regressions: memory-index/chunks issue vs Telegram channel init failure." + }, + { + "left": "issue:63026", + "right": "issue:67267", + "accept": false, + "reason": "File-upload routing to heartbeat is a different code-path bug than a web UI message feedback loop." + }, + { + "left": "issue:31144", + "right": "issue:66381", + "accept": true, + "reason": "Same WebChat transient message-disappearance bug: message vanishes and later reappears, with only the trigger differing." + }, + { + "left": "issue:30818", + "right": "issue:33157", + "accept": false, + "reason": "Pasted images not reaching backend is unrelated to token-missing redirect behavior." + }, + { + "left": "issue:66151", + "right": "issue:66189", + "accept": true, + "reason": "Same missing subagent-registry.runtime.js packaging/dist omission causing subagent failures." + }, + { + "left": "issue:40941", + "right": "issue:51873", + "accept": false, + "reason": "Context-length/token display UI issue vs context-caching failure; not the same bug." + }, + { + "left": "issue:53559", + "right": "issue:64047", + "accept": false, + "reason": "Both involve Feishu /new, but one is misrouted reply delivery and the other is delivered=false in DM; different symptoms." + }, + { + "left": "issue:64092", + "right": "issue:67712", + "accept": true, + "reason": "Same OpenAI Codex error-classification bug: non-DNS failures are surfaced as DNS lookup failed." + }, + { + "left": "issue:59943", + "right": "issue:64111", + "accept": true, + "reason": "Same Ollama/image-tool Unknown model / vision-model accessibility problem." + }, + { + "left": "issue:68526", + "right": "issue:68580", + "accept": false, + "reason": "Same feature area, but the evidence only shows two different auto-compaction configurations/contexts; not enough to treat as one concrete bug." + }, + { + "left": "issue:63569", + "right": "issue:63727", + "accept": true, + "reason": "Same 2026.4.9 qa/scenarios packaging regression and completion-cache fallout." + }, + { + "left": "issue:50547", + "right": "issue:66288", + "accept": false, + "reason": "Discord onboarding reply failure vs WebChat image disappearance; unrelated." + }, + { + "left": "issue:63727", + "right": "issue:63968", + "accept": true, + "reason": "Both are the same missing qa/scenarios scaffold regression; 63968 is just the missing index.md manifestation." + }, + { + "left": "issue:67712", + "right": "issue:68522", + "accept": true, + "reason": "Same OpenAI Codex misclassification bug, now shown on a successful-auth gpt-5.4 reply path." + }, + { + "left": "issue:31100", + "right": "issue:51578", + "accept": false, + "reason": "Feishu TTS format choice vs voice-bubble feature request; different changes." + }, + { + "left": "issue:51126", + "right": "issue:66952", + "accept": false, + "reason": "Model-command parsing bug vs OAuth refresh race/status misreport; unrelated." + }, + { + "left": "issue:62296", + "right": "issue:64330", + "accept": false, + "reason": "Different memory-core hook behaviors: missed trigger vs cleanup/removal on before_agent_reply." + }, + { + "left": "issue:67267", + "right": "issue:67949", + "accept": false, + "reason": "Web UI message feedback loop vs Ollama qwen2.5 inference failure; not the same bug." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet and stays mostly conservative. The accepted soft pairs are all supported by closely matching titles, and the canonical issue choice (issue:63727) is a reasonable broad representative of the qa/scenarios packaging regression family." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 33, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:29809", + "issue:30741", + "issue:31275", + "issue:33843", + "issue:34358", + "issue:41845", + "issue:49932", + "issue:50651", + "issue:51432", + "issue:51640", + "issue:51869", + "issue:52271", + "issue:52605", + "issue:53335", + "issue:53672", + "issue:53881", + "issue:53927", + "issue:55096", + "issue:57131", + "issue:62819", + "issue:63274", + "issue:63465", + "issue:63541", + "issue:63569", + "issue:63681", + "issue:63829", + "issue:63936", + "issue:64007", + "issue:64254", + "issue:64330", + "issue:64551", + "issue:65090", + "issue:65450", + "issue:65470", + "issue:65510", + "issue:65769", + "issue:65790", + "issue:65795", + "issue:65869", + "issue:66166", + "issue:66252", + "issue:66335", + "issue:66488", + "issue:66621", + "issue:66758", + "issue:68012", + "issue:68760", + "issue:68851" + ], + "soft_pairs": [ + "issue:29809|issue:53672", + "issue:49932|issue:52605", + "issue:63829|issue:66252", + "issue:66621|issue:68851", + "issue:31275|issue:53335", + "issue:63541|issue:63569", + "issue:63465|issue:64254", + "issue:64551|issue:66166", + "issue:55096|issue:62819", + "issue:33843|issue:51640", + "issue:51432|issue:65510", + "issue:49932|issue:53927", + "issue:65090|issue:66488", + "issue:65795|issue:65869", + "issue:52271|issue:65470", + "issue:30741|issue:34358", + "issue:51869|issue:68012", + "issue:63274|issue:68760", + "issue:41845|issue:57131", + "issue:64007|issue:65769", + "issue:63681|issue:66758", + "issue:63936|issue:64330", + "issue:66335|issue:66488", + "issue:65450|issue:66758", + "issue:53672|issue:53881", + "issue:50651|issue:65790" + ], + "prepared_review_unit_hash": "bba6f40d0622daf56d7b223711d85364460d88ed9390e0571ede66613eeaafde", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 26, + "serialized_chars": 35457, + "estimated_input_tokens": 8865, + "estimated_eval_tokens": 17986 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Mostly unrelated issue set with a few clear duplicate clusters around BlueBubbles webhook 404s, control-ui image attachment handling, cron/session messaging permissions, QA package file omission, and Dreaming cron lifecycle. I rejected broad same-subsystem matches where the concrete bug differed.", + "confidence": 0.78, + "canonical_issue_reason": "Issue 49932 is the broadest, most central BlueBubbles report: it describes the webhook route disappearing at runtime and returning 404, which matches the upgrade and POST-404 follow-ups.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 49932 best represents the duplicate cluster because it states the underlying webhook-route failure in a general way and links cleanly to the more specific 52605 and 53927 reports.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:29809", + "right": "issue:53672", + "accept": false, + "reason": "Both mention Control UI access, but one is origin whitelist/CORS and the other is a generic port/startup failure; not the same bug." + }, + { + "left": "issue:49932", + "right": "issue:52605", + "accept": true, + "reason": "Both report the BlueBubbles webhook route vanishing/returning 404, just with different phrasing and severity." + }, + { + "left": "issue:63829", + "right": "issue:66252", + "accept": false, + "reason": "Unrelated features: per-agent memory vault config vs per-agent TTS/STT overrides." + }, + { + "left": "issue:66621", + "right": "issue:68851", + "accept": false, + "reason": "Both are webchat image-related, but one is rendering existing attachments and the other is send/drop/paste failure; different failure points." + }, + { + "left": "issue:31275", + "right": "issue:53335", + "accept": false, + "reason": "Feishu session-memory hook failure and /new spawning a subagent are different bugs." + }, + { + "left": "issue:63541", + "right": "issue:63569", + "accept": true, + "reason": "Same packaging/dist omission: qa/scenarios files missing from the published package, breaking completion cache generation." + }, + { + "left": "issue:63465", + "right": "issue:64254", + "accept": false, + "reason": "Both involve memory-core dream crons, but one is initial creation missing and the other is persistence across restarts; not clearly the same underlying defect." + }, + { + "left": "issue:64551", + "right": "issue:66166", + "accept": true, + "reason": "Both describe the macOS node exec/shell capability being present but unusable, with missing setup on the node path." + }, + { + "left": "issue:55096", + "right": "issue:62819", + "accept": true, + "reason": "Same cron isolated-session messaging bug; QQ is just a specific channel manifestation of the broader inability to send messages from cron jobs." + }, + { + "left": "issue:33843", + "right": "issue:51640", + "accept": false, + "reason": "Both hit ACP sessions_spawn/acpx invocation, but one is invalid CLI syntax while the other is missing permissionMode forwarding." + }, + { + "left": "issue:51432", + "right": "issue:65510", + "accept": false, + "reason": "Different problems: model lookup/fallback vs Firecrawl SecretRef handling." + }, + { + "left": "issue:49932", + "right": "issue:53927", + "accept": true, + "reason": "Same BlueBubbles 404 route failure: one says the route disappears at runtime, the other says it logs listening but POST still returns 404." + }, + { + "left": "issue:65090", + "right": "issue:66488", + "accept": false, + "reason": "Both are CDP/browser launch problems, but one is macOS websocket unreachable and the other is Windows timeout tuning." + }, + { + "left": "issue:65795", + "right": "issue:65869", + "accept": true, + "reason": "Same Control UI Dreaming API mismatch: non-existent wiki.importInsights / wiki.memoryPalace calls." + }, + { + "left": "issue:52271", + "right": "issue:65470", + "accept": true, + "reason": "Same nested-lane concurrency bug for sessions_send; one reports deadlock/serialization and the other identifies maxConcurrent defaulting to 1." + }, + { + "left": "issue:30741", + "right": "issue:34358", + "accept": false, + "reason": "Different chat integrations and different attachment failure modes; not the same issue." + }, + { + "left": "issue:51869", + "right": "issue:68012", + "accept": true, + "reason": "Same custom-provider image-input bug: image/vision attachments are being dropped or hardcoded away for non-Azure providers." + }, + { + "left": "issue:63274", + "right": "issue:68760", + "accept": false, + "reason": "Different cron problems: Telegram delivery broken in a version vs delivery channel reverting to 'last' after execution." + }, + { + "left": "issue:41845", + "right": "issue:57131", + "accept": false, + "reason": "Both macOS gateway/launchctl related, but one is LaunchAgent unload breaking start/restart and the other is stop using bootout instead of stop." + }, + { + "left": "issue:64007", + "right": "issue:65769", + "accept": true, + "reason": "Same missing/invalid memory-alt-main collection path tied to qmd search and the --glob-related collection creation bug." + }, + { + "left": "issue:63681", + "right": "issue:66758", + "accept": false, + "reason": "Different model/provider failures: memory embedding provider lookup vs image-tool model resolution." + }, + { + "left": "issue:63936", + "right": "issue:64330", + "accept": true, + "reason": "Same managed dreaming cron lifecycle bug: the cron is being removed or not recreated across agent/restart events." + }, + { + "left": "issue:66335", + "right": "issue:66488", + "accept": false, + "reason": "Both are browser startup/CDP issues, but one is generic unreachable websocket after launch and the other is a Windows timeout threshold problem." + }, + { + "left": "issue:65450", + "right": "issue:66758", + "accept": false, + "reason": "Both mention unknown model errors, but they affect different tools and likely different model-resolution paths." + }, + { + "left": "issue:53672", + "right": "issue:53881", + "accept": false, + "reason": "Generic Control UI problems, but one is access/port reachability and the other is a layout scroll-height bug." + }, + { + "left": "issue:50651", + "right": "issue:65790", + "accept": false, + "reason": "Model dropdown duplicate-ID filtering and webchat image attachment sending are unrelated UI bugs." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The verdicts are mostly conservative and grounded in the packet. The duplicate clusters called out in the summary are supported by the titles, and the rejected pairs are generally distinct enough to stay separate. The only minor imprecision is that the image-attachment cluster is more about custom-provider/gateway image handling than Control UI specifically, but that does not materially weaken the overall evaluation." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 34, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:32812", + "issue:33043", + "issue:33577", + "issue:33875", + "issue:34530", + "issue:34908", + "issue:50266", + "issue:52482", + "issue:52565", + "issue:53284", + "issue:53824", + "issue:55346", + "issue:55813", + "issue:58235", + "issue:62470", + "issue:62732", + "issue:62819", + "issue:62920", + "issue:63428", + "issue:63705", + "issue:64007", + "issue:64478", + "issue:64510", + "issue:64529", + "issue:64732", + "issue:64860", + "issue:65009", + "issue:65117", + "issue:65125", + "issue:65468", + "issue:65686", + "issue:65848", + "issue:65890", + "issue:66353", + "issue:66492", + "issue:66595", + "issue:67170", + "issue:67598", + "issue:67602", + "issue:67889", + "issue:67901", + "issue:67908", + "issue:67927", + "issue:67984", + "issue:68163", + "issue:68371", + "issue:68760" + ], + "soft_pairs": [ + "issue:64510|issue:68371", + "issue:67927|issue:68163", + "issue:33043|issue:64529", + "issue:55346|issue:65009", + "issue:64007|issue:65890", + "issue:66492|issue:66595", + "issue:67908|issue:67984", + "issue:34530|issue:53824", + "issue:67908|issue:67927", + "issue:32812|issue:65848", + "issue:58235|issue:62470", + "issue:62732|issue:67889", + "issue:33577|issue:67598", + "issue:52482|issue:52565", + "issue:53284|issue:62819", + "issue:64478|issue:65117", + "issue:65468|issue:67170", + "issue:62920|issue:63428", + "issue:65686|issue:68760", + "issue:62819|issue:67602", + "issue:63705|issue:64860", + "issue:64732|issue:67901", + "issue:33875|issue:50266", + "issue:65125|issue:66353", + "issue:34908|issue:55813" + ], + "prepared_review_unit_hash": "5c08ffbf82c5a7bf3f3fbe1cebd02e5c0339181596f21fe2f12a6fa432f5bb81", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 25, + "serialized_chars": 34701, + "estimated_input_tokens": 8676, + "estimated_eval_tokens": 17608 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Mostly a heterogeneous batch with several true duplicate pairs and many near-matches that should stay separate. Strong duplicate families appear around memory bridge/collection issues, async relay heartbeat, cron model override and cron registration, QA scenario pack lookup, CLI allowlist handling, and Feishu replies=0 send failures.", + "confidence": 0.87, + "canonical_issue_reason": "No single canonical issue for the whole set; the items split into several unrelated bug families. If a representative issue is needed, issue 33875 is the clearest, most concrete report among the accepted duplicate families.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 33875 is the best triage anchor among the real duplicates because it has a precise regression description and a well-defined failure mode (Feishu send layer returning replies=0).", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:64510", + "right": "issue:68371", + "accept": true, + "reason": "Same underlying memory-wiki bridge export failure: both report zero artifacts/exported artifacts in bridge mode despite expected memory-core/QMD content." + }, + { + "left": "issue:67927", + "right": "issue:68163", + "accept": false, + "reason": "Different bugs: image upload failure versus silent onboarding/agent silence after OpenRouter setup." + }, + { + "left": "issue:33043", + "right": "issue:64529", + "accept": false, + "reason": "Both involve TTS/audio, but one is truncation in Feishu-to-Feishu replies and the other is reply-media allowlist blocking generated audio; different failure modes." + }, + { + "left": "issue:55346", + "right": "issue:65009", + "accept": false, + "reason": "Both are gateway crashes, but the reported crash signatures and triggers differ (Discord reconnect attempts vs zombie reconnect/systemd restart)." + }, + { + "left": "issue:64007", + "right": "issue:65890", + "accept": true, + "reason": "Same QMD managed-collection problem: memory-alt-main is missing/mismatched, causing query fallback or a collection never being created." + }, + { + "left": "issue:66492", + "right": "issue:66595", + "accept": true, + "reason": "Same async relay heartbeat bug: missing context/payload produces malformed Discord relay replies such as 'result shown above' without data." + }, + { + "left": "issue:67908", + "right": "issue:67984", + "accept": false, + "reason": "Related packaging/install surface, but one is Docker binary module resolution and the other is npm install failure; not the same concrete bug." + }, + { + "left": "issue:34530", + "right": "issue:53824", + "accept": false, + "reason": "Both mention gateway restart, but one is skipped cron runs and the other is delivery failing with Unknown Channel; too different to merge." + }, + { + "left": "issue:67908", + "right": "issue:67927", + "accept": false, + "reason": "Docker package resolution and image upload are unrelated issues." + }, + { + "left": "issue:32812", + "right": "issue:65848", + "accept": false, + "reason": "Different workflows: dashboard save button on new install versus skill installation via Python script." + }, + { + "left": "issue:58235", + "right": "issue:62470", + "accept": false, + "reason": "Same model family, but different API surfaces and symptoms (missing thought_signature in tool_calls vs empty replies with includeThoughts=true)." + }, + { + "left": "issue:62732", + "right": "issue:67889", + "accept": false, + "reason": "Both are timeout-related, but they affect different tools/code paths and are not the same bug." + }, + { + "left": "issue:33577", + "right": "issue:67598", + "accept": true, + "reason": "Same cron isolated-session model override bug: payload.model is ignored and the job keeps using the stale/primary session model." + }, + { + "left": "issue:52482", + "right": "issue:52565", + "accept": false, + "reason": "Provider-prefix handling and non-functional UI buttons/event listener registration are distinct problems." + }, + { + "left": "issue:53284", + "right": "issue:62819", + "accept": false, + "reason": "One is message persistence in the web UI; the other is cron announce delivery failing to send. Same area, different defects." + }, + { + "left": "issue:64478", + "right": "issue:65117", + "accept": false, + "reason": "Both are WhatsApp media drops, but they occur in different delivery modes (gateway vs web-outbound) and are not clearly the same defect." + }, + { + "left": "issue:65468", + "right": "issue:67170", + "accept": false, + "reason": "Duplicate voice notes versus complete audio delivery failure are different symptoms and likely different causes." + }, + { + "left": "issue:62920", + "right": "issue:63428", + "accept": true, + "reason": "Same memory-core dreaming cron registration race: cron is not created/registered after plugin startup or config changes." + }, + { + "left": "issue:65686", + "right": "issue:68760", + "accept": false, + "reason": "Different cron delivery regressions: one is sending too much session text, the other reverts the delivery channel to 'last' after execution." + }, + { + "left": "issue:62819", + "right": "issue:67602", + "accept": false, + "reason": "Different channel-handling failures: QQ isolated-session send failure versus Slack unsupported-channel error." + }, + { + "left": "issue:63705", + "right": "issue:64860", + "accept": true, + "reason": "Same QA scenario-pack lookup problem after update: the extension/plugin cannot find qa/scenarios/index.md." + }, + { + "left": "issue:64732", + "right": "issue:67901", + "accept": true, + "reason": "Same plugins.allow allowlist regression blocking bundled/synthetic CLI commands, including subagents and tool/help surfaces." + }, + { + "left": "issue:33875", + "right": "issue:50266", + "accept": true, + "reason": "Same Feishu send-layer regression: valid API calls end in replies=0 / silent failure." + }, + { + "left": "issue:65125", + "right": "issue:66353", + "accept": false, + "reason": "Both involve browser/CDP connection trouble, but one is macOS attach failures and the other is CDP detection failure; not enough evidence of one bug." + }, + { + "left": "issue:34908", + "right": "issue:55813", + "accept": false, + "reason": "Version badge mismatch and a broken beta release are unrelated." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The analyst\u2019s grouping is grounded in the packet and stays conservative overall. The accepted duplicate pairs are supported by closely aligned titles and bug surfaces, and the rejected pairs are reasonably separated where the evidence only shows broad topical similarity. The summary does not overstate cross-family relationships." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 35, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:30818", + "issue:31442", + "issue:32812", + "issue:32900", + "issue:33607", + "issue:36431", + "issue:36620", + "issue:36626", + "issue:36830", + "issue:37036", + "issue:57055", + "issue:61033", + "issue:61103", + "issue:62272", + "issue:62904", + "issue:62905", + "issue:63026", + "issue:63124", + "issue:63609", + "issue:64131", + "issue:64756", + "issue:64933", + "issue:64971", + "issue:65321", + "issue:65322", + "issue:65786", + "issue:66004", + "issue:66151", + "issue:66153", + "issue:66173", + "issue:66242", + "issue:66260", + "issue:66262", + "issue:66288", + "issue:66619", + "issue:66624", + "issue:66641", + "issue:66728", + "issue:66785", + "issue:66856", + "issue:66940", + "issue:67150", + "issue:67218", + "issue:68261", + "issue:68484", + "issue:68791", + "issue:68851" + ], + "soft_pairs": [ + "issue:36431|issue:64971", + "issue:64933|issue:66856", + "issue:32900|issue:65322", + "issue:33607|issue:36830", + "issue:63124|issue:63609", + "issue:31442|issue:65321", + "issue:66173|issue:66785", + "issue:64131|issue:64756", + "issue:66624|issue:67150", + "issue:36620|issue:36626", + "issue:66641|issue:66728", + "issue:30818|issue:66288", + "issue:65321|issue:65786", + "issue:62272|issue:66151", + "issue:66260|issue:66262", + "issue:61103|issue:63026", + "issue:32812|issue:37036", + "issue:57055|issue:66242", + "issue:62904|issue:62905", + "issue:68261|issue:68791", + "issue:66004|issue:66619", + "issue:66940|issue:67218", + "issue:68484|issue:68851", + "issue:61033|issue:66153" + ], + "prepared_review_unit_hash": "0a7496e64b19e8b265791d9162946d774014ef372c6aa507c036a8bfa9eb98e9", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 24, + "serialized_chars": 34503, + "estimated_input_tokens": 8626, + "estimated_eval_tokens": 17508 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This is a mixed issue set with several distinct bug families. The clearest duplicate groups are webchat image upload/paste failures, channel-selection onboarding crashes, CLI SIGKILL hangs, Telegram packaging missing files, MCP Accept-header failures, and the plugins.allow warning regression.", + "confidence": 0.88, + "canonical_issue_reason": "issue:68851 is the strongest representative for the webchat image paste/drop failure: it clearly describes preview appearing but the image never reaching the gateway, and it subsumes the closely matching reports in 30818, 66288, and 68484.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:68851 has the most complete and specific reproduction for the underlying webchat image delivery bug, making it the best canonical issue target among the listed items.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:36431", + "right": "issue:64971", + "accept": false, + "reason": "Related channel-routing symptoms, but different surfaces and expected targets (TUI vs control UI/external session); not clearly the same concrete bug." + }, + { + "left": "issue:64933", + "right": "issue:66856", + "accept": true, + "reason": "Same regression: false 'plugins.allow is empty' warning despite the allow list being populated." + }, + { + "left": "issue:32900", + "right": "issue:65322", + "accept": false, + "reason": "Both mention chat.history, but one is TUI output missing and the other is gateway startup failure; different failures." + }, + { + "left": "issue:33607", + "right": "issue:36830", + "accept": false, + "reason": "One is a generic multi-issue report; the other is a specific TUI keyboard-handling regression. Not the same bug." + }, + { + "left": "issue:63124", + "right": "issue:63609", + "accept": true, + "reason": "Both describe CLI commands hanging or being killed by SIGKILL, indicating the same underlying CLI failure." + }, + { + "left": "issue:31442", + "right": "issue:65321", + "accept": false, + "reason": "Unrelated problems: version/install mismatch versus built-in TTS provider regression." + }, + { + "left": "issue:66173", + "right": "issue:66785", + "accept": false, + "reason": "Different issues: Umbrel update lag versus setup wizard scrolling failure." + }, + { + "left": "issue:64131", + "right": "issue:64756", + "accept": true, + "reason": "Both describe the same Dreaming page UI rendering/layout abnormality on the dashboard." + }, + { + "left": "issue:66624", + "right": "issue:67150", + "accept": true, + "reason": "Same onboarding/channel-selection crash family; both point to the QuickStart channel selection flow failing with the trim() type error." + }, + { + "left": "issue:36620", + "right": "issue:36626", + "accept": false, + "reason": "Both are UI node test failures, but the causes differ: config execution under vitest.node.config vs import-time localStorage access." + }, + { + "left": "issue:66641", + "right": "issue:66728", + "accept": true, + "reason": "Same onboarding crash in the Select channel step, with the trim() TypeError on closely related paths." + }, + { + "left": "issue:30818", + "right": "issue:66288", + "accept": true, + "reason": "Same webchat image-paste/upload bug: pasted images are not delivered to the backend/agent." + }, + { + "left": "issue:65321", + "right": "issue:65786", + "accept": false, + "reason": "Different regressions: TTS provider failure versus Feishu config validation failure." + }, + { + "left": "issue:62272", + "right": "issue:66151", + "accept": false, + "reason": "Both are missing-module errors, but they involve different modules and different code paths." + }, + { + "left": "issue:66260", + "right": "issue:66262", + "accept": false, + "reason": "Both involve Codex gateway behavior, but one is skipped harness activation and the other is stale thread binding after reset; not the same bug." + }, + { + "left": "issue:61103", + "right": "issue:63026", + "accept": false, + "reason": "Both concern uploads in the UI, but one is image upload broken after upgrade and the other is file upload routed to the heartbeat channel." + }, + { + "left": "issue:32812", + "right": "issue:37036", + "accept": false, + "reason": "Different problems: dashboard save button disabled versus Windows dashboard 'Not Found' page." + }, + { + "left": "issue:57055", + "right": "issue:66242", + "accept": false, + "reason": "Both mention browser/SSRF policy, but the reported failures differ by environment and symptom; not enough evidence they are the same bug." + }, + { + "left": "issue:62904", + "right": "issue:62905", + "accept": true, + "reason": "Same Telegram packaging bug: bundled extension is missing src files needed for startup/config loading." + }, + { + "left": "issue:68261", + "right": "issue:68791", + "accept": false, + "reason": "Both have blank/incomplete model outputs, but one is OpenRouter response handling and the other is a Windows scheduled-task/gateway regression." + }, + { + "left": "issue:66004", + "right": "issue:66619", + "accept": false, + "reason": "Completely different defects: subagent timeout/frozenResultText versus Telegram setup trim() crash." + }, + { + "left": "issue:66940", + "right": "issue:67218", + "accept": true, + "reason": "Same MCP transport incompatibility around the Accept header, described from two sides." + }, + { + "left": "issue:68484", + "right": "issue:68851", + "accept": true, + "reason": "Same webchat image paste/drag-drop failure; both say images show preview or attempt to paste but never reach the gateway/backend." + }, + { + "left": "issue:61033", + "right": "issue:66153", + "accept": false, + "reason": "Both relate to WhatsApp self mode, but one is a self-message infinite loop and the other is Meta AI interference; different bugs." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet, and the accepted soft-edge pairs are conservative enough based on the issue titles/bodies. No overstatement stands out, and the canonical issue choice for the webchat image paste/drop bug is supported by the more specific reproduction in issue:68851." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 36, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:30314", + "issue:30922", + "issue:31412", + "issue:31570", + "issue:33166", + "issue:37299", + "issue:46012", + "issue:51780", + "issue:53135", + "issue:53318", + "issue:53485", + "issue:53656", + "issue:53739", + "issue:53934", + "issue:62574", + "issue:62819", + "issue:63189", + "issue:63704", + "issue:63718", + "issue:63723", + "issue:64238", + "issue:64351", + "issue:64418", + "issue:64566", + "issue:65100", + "issue:65182", + "issue:65193", + "issue:65362", + "issue:65867", + "issue:66004", + "issue:66202", + "issue:66858", + "issue:66860", + "issue:66861", + "issue:66946", + "issue:66975", + "issue:66988", + "issue:67056", + "issue:67150", + "issue:67247", + "issue:67342", + "issue:67353", + "issue:67414", + "issue:67454", + "issue:67907", + "issue:67936", + "issue:68118", + "issue:68851" + ], + "soft_pairs": [ + "issue:64238|issue:64351", + "issue:65182|issue:65867", + "issue:64418|issue:67414", + "issue:33166|issue:53135", + "issue:66858|issue:66860", + "issue:65193|issue:66004", + "issue:62574|issue:67056", + "issue:51780|issue:63189", + "issue:66975|issue:67247", + "issue:31570|issue:37299", + "issue:65362|issue:66202", + "issue:66858|issue:66861", + "issue:46012|issue:68118", + "issue:63704|issue:66988", + "issue:67414|issue:68851", + "issue:63718|issue:63723", + "issue:67150|issue:67353", + "issue:31412|issue:66946", + "issue:67454|issue:67907", + "issue:30922|issue:53934", + "issue:30314|issue:62819", + "issue:53739|issue:67342", + "issue:64566|issue:65100", + "issue:53485|issue:67936", + "issue:53318|issue:53656" + ], + "prepared_review_unit_hash": "acfb5aac1a1f5dd75485bf9cb40a33ab517a1c06f3d3e0bef8733856d9c1e5f9", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 25, + "serialized_chars": 35168, + "estimated_input_tokens": 8792, + "estimated_eval_tokens": 17840 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Mostly conservative cluster: several pairs are clear duplicates, but the cron announce delivery pair (Feishu group chats vs QQ channel/isolated session) is too loosely supported from the titles alone and should not be accepted as the same bug. The strongest duplicates remain Gateway WS timeout/routing, Config UI raw-mode, Telegram command-menu disappearance, Ollama model availability, and OpenRouter empty payloads.", + "confidence": 0.81, + "canonical_issue_reason": "issue:63723 is the clearest open ticket for the Gateway WS one-way timeout/routing bug; its title is specific and directly describes the underlying failure better than the closed counterpart.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:63723 is the best issue consolidation target overall because it is open, specific, and most directly names the shared Gateway WS failure mode.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:64238", + "right": "issue:64351", + "accept": false, + "reason": "Different bugs: OpenRouter model lookup regression vs QMD sidecar auto-start failure." + }, + { + "left": "issue:65182", + "right": "issue:65867", + "accept": true, + "reason": "Same underlying tag-stripping bug: tags leaking into delivered assistant output." + }, + { + "left": "issue:64418", + "right": "issue:67414", + "accept": false, + "reason": "Both involve images, but the failures differ: repeated resizing vs blank preview/reprocessing on history load." + }, + { + "left": "issue:33166", + "right": "issue:53135", + "accept": false, + "reason": "Unrelated: pnpm install error vs missing Control UI build assets." + }, + { + "left": "issue:66858", + "right": "issue:66860", + "accept": false, + "reason": "66860 is a specific sub-case of the broader continuity issue, not the same concrete bug." + }, + { + "left": "issue:65193", + "right": "issue:66004", + "accept": false, + "reason": "Cron runningAtMs TypeError and subagent frozenResultText null are different failures." + }, + { + "left": "issue:62574", + "right": "issue:67056", + "accept": false, + "reason": "Different areas: TTS provider registration vs image runtime header propagation." + }, + { + "left": "issue:51780", + "right": "issue:63189", + "accept": false, + "reason": "Both are UI-stuck symptoms, but one is a running indicator issue and the other is streaming lifecycle never ending." + }, + { + "left": "issue:66975", + "right": "issue:67247", + "accept": true, + "reason": "Same Telegram regression: native command/menu commands disappear after upgrade." + }, + { + "left": "issue:31570", + "right": "issue:37299", + "accept": false, + "reason": "Noisy overlap around commands, but one is user command execution and the other is cron list/run TypeError." + }, + { + "left": "issue:65362", + "right": "issue:66202", + "accept": true, + "reason": "Same Ollama regression: models become unavailable after upgrade." + }, + { + "left": "issue:66858", + "right": "issue:66861", + "accept": false, + "reason": "66861 is one scenario within the broader operator continuity report, not the same bug." + }, + { + "left": "issue:46012", + "right": "issue:68118", + "accept": false, + "reason": "Unrelated platform/plugin failures: macOS LaunchAgent load vs OpenRouter failure." + }, + { + "left": "issue:63704", + "right": "issue:66988", + "accept": true, + "reason": "Same Config UI raw-mode bug: switching raw/form is broken and raw snapshot state collapses to null." + }, + { + "left": "issue:67414", + "right": "issue:68851", + "accept": false, + "reason": "Both concern image handling, but one is preview/reprocessing and the other is silent send failure." + }, + { + "left": "issue:63718", + "right": "issue:63723", + "accept": true, + "reason": "Exact same Gateway WS one-way timeout/routing issue." + }, + { + "left": "issue:67150", + "right": "issue:67353", + "accept": false, + "reason": "Related onboarding flow, but the concrete failure differs: channel selection stuck vs trim/undefined error." + }, + { + "left": "issue:31412", + "right": "issue:66946", + "accept": false, + "reason": "Different UI bugs: strange New Job section behavior vs Control UI route duplication/404." + }, + { + "left": "issue:67454", + "right": "issue:67907", + "accept": true, + "reason": "Same OpenRouter failure mode: probe succeeds but generated assistant payloads are empty/stopped." + }, + { + "left": "issue:30922", + "right": "issue:53934", + "accept": false, + "reason": "Completely different bugs: hardcoded version display vs corrupted URL text in web UI." + }, + { + "left": "issue:30314", + "right": "issue:62819", + "accept": false, + "reason": "Titles only show related cron announce delivery failures, but the concrete targets differ (Feishu group chats vs QQ channel/isolated-session behavior), so the same underlying bug is not established." + }, + { + "left": "issue:53739", + "right": "issue:67342", + "accept": false, + "reason": "Unrelated: Feishu MI messages after plugin upgrade vs BlueBubbles runtime initialization." + }, + { + "left": "issue:64566", + "right": "issue:65100", + "accept": false, + "reason": "Same provider family, but one is docs/schema mismatch and the other is runtime schema/code mismatch; not clearly the same concrete bug." + }, + { + "left": "issue:53485", + "right": "issue:67936", + "accept": false, + "reason": "Different symptoms: web chat record loss after update vs Matrix channel startup failure." + }, + { + "left": "issue:53318", + "right": "issue:53656", + "accept": false, + "reason": "Both are Feishu message-tool/schema issues, but one is card/filepath incompatibility and the other is pure-media send rejection; too broad to merge." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "Most of the pair judgments are conservative, but one accepted soft edge is overstated: issue:30314 vs issue:62819. The packet only shows both as cron announce delivery failures, but one is Feishu group chats and the other is QQ channel / isolated session behavior, so the evidence is not strong enough to call them the same bug from titles alone. Because the summary also labels these as a clear duplicate, I can\u2019t accept it as fully grounded." + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 37, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:31412", + "issue:32812", + "issue:32892", + "issue:33119", + "issue:33561", + "issue:33580", + "issue:34513", + "issue:35523", + "issue:37322", + "issue:46012", + "issue:51056", + "issue:51432", + "issue:53425", + "issue:53648", + "issue:53739", + "issue:53934", + "issue:55272", + "issue:57131", + "issue:62541", + "issue:63752", + "issue:64003", + "issue:64026", + "issue:64194", + "issue:64244", + "issue:64602", + "issue:64861", + "issue:65281", + "issue:65347", + "issue:65424", + "issue:65786", + "issue:66004", + "issue:66048", + "issue:66124", + "issue:66131", + "issue:66227", + "issue:66251", + "issue:66260", + "issue:66619", + "issue:66641", + "issue:66937", + "issue:67056", + "issue:67261", + "issue:67487", + "issue:67875", + "issue:67907", + "issue:68163", + "issue:68642" + ], + "soft_pairs": [ + "issue:64194|issue:65786", + "issue:64003|issue:64602", + "issue:32812|issue:62541", + "issue:33119|issue:65281", + "issue:53648|issue:53934", + "issue:66619|issue:67261", + "issue:66004|issue:66641", + "issue:64861|issue:65347", + "issue:31412|issue:67487", + "issue:55272|issue:66124", + "issue:32892|issue:51432", + "issue:33561|issue:33580", + "issue:37322|issue:64026", + "issue:51056|issue:63752", + "issue:66048|issue:67875", + "issue:53425|issue:53739", + "issue:66227|issue:68642", + "issue:34513|issue:35523", + "issue:67907|issue:68163", + "issue:66251|issue:66260", + "issue:66937|issue:67056", + "issue:46012|issue:57131", + "issue:64244|issue:65424", + "issue:66124|issue:66131" + ], + "prepared_review_unit_hash": "1b63d3a8e561812394fac29c175a650b01ad39398a082251084483d7e2d04d3a", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 24, + "serialized_chars": 34496, + "estimated_input_tokens": 8624, + "estimated_eval_tokens": 17504 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This cluster is mostly heterogeneous: UI rendering issues, provider auth failures, gateway/macOS config bugs, and CLI hangs are all mixed together. Only a few soft pairs look like true duplicates with the same underlying code path: memory-core dreaming/idempotencyKey, TUI message rendering after restart, CLI exit hang, and OpenRouter agent silence.", + "confidence": 0.88, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": "issue:64003 is the strongest representative of the only clear duplicate subcluster: 64602 repeats the same memory-core dreaming failure caused by a missing idempotencyKey.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:64194", + "right": "issue:65786", + "accept": false, + "reason": "Both are upgrade/config problems, but they affect different channels (WhatsApp/Telegram vs Feishu) and different failure modes." + }, + { + "left": "issue:64003", + "right": "issue:64602", + "accept": true, + "reason": "Same underlying memory-core/dreaming bug: both describe failing narrative generation because idempotencyKey is missing/required." + }, + { + "left": "issue:32812", + "right": "issue:62541", + "accept": false, + "reason": "Different workflows: dashboard save problem vs agent creation after enabling dreaming config." + }, + { + "left": "issue:33119", + "right": "issue:65281", + "accept": false, + "reason": "Both involve images in Control UI, but one is display of received attachments and the other is paste/send not working." + }, + { + "left": "issue:53648", + "right": "issue:53934", + "accept": false, + "reason": "Both are UI text/URL handling issues, but the symptoms and likely code paths are different." + }, + { + "left": "issue:66619", + "right": "issue:67261", + "accept": false, + "reason": "Both crash on undefined properties, but in unrelated areas (Telegram setup vs Venice model response parsing)." + }, + { + "left": "issue:66004", + "right": "issue:66641", + "accept": false, + "reason": "Unrelated bugs: subagent timeout/frozen result vs installer crash after channel selection." + }, + { + "left": "issue:64861", + "right": "issue:65347", + "accept": false, + "reason": "Both mention OpenAI Codex OAuth failures, but the reported failures differ enough that the concrete bug is not clearly the same." + }, + { + "left": "issue:31412", + "right": "issue:67487", + "accept": false, + "reason": "Cron job UI behavior and image-upload display are unrelated." + }, + { + "left": "issue:55272", + "right": "issue:66124", + "accept": false, + "reason": "Different Control UI config issues: runtime model display vs dreaming config write/validation." + }, + { + "left": "issue:32892", + "right": "issue:51432", + "accept": false, + "reason": "Both mention openai-codex model/auth concerns, but one is missing provider plugins and the other is a model fallback/name issue." + }, + { + "left": "issue:33561", + "right": "issue:33580", + "accept": false, + "reason": "Both are messaging-extension sendMedia/sendText bugs, but they affect different platforms and different fallback logic." + }, + { + "left": "issue:37322", + "right": "issue:64026", + "accept": false, + "reason": "Both are no-body provider errors, but one is a 404 in tui/web and the other is a 400 for llama.cpp/gemma4." + }, + { + "left": "issue:51056", + "right": "issue:63752", + "accept": false, + "reason": "Different providers and different auth causes: OpenRouter missing header vs Anthropic missing API key." + }, + { + "left": "issue:66048", + "right": "issue:67875", + "accept": false, + "reason": "Both mutate config on restart, but one flattens openclaw.json/$include and the other appends /v1 to models.json baseUrl." + }, + { + "left": "issue:53425", + "right": "issue:53739", + "accept": false, + "reason": "Different regressions: Codex tools-name validation vs Feishu messaging after plugin install." + }, + { + "left": "issue:66227", + "right": "issue:68642", + "accept": true, + "reason": "Same CLI exit/hang family: 68642 broadens the hang-after-output behavior described in 66227 to essentially all commands." + }, + { + "left": "issue:34513", + "right": "issue:35523", + "accept": true, + "reason": "Same TUI rendering failure: assistant messages stop appearing until restart." + }, + { + "left": "issue:67907", + "right": "issue:68163", + "accept": true, + "reason": "Same OpenRouter regression: onboarding/probe succeeds but the agent produces no usable output / appears silent." + }, + { + "left": "issue:66251", + "right": "issue:66260", + "accept": false, + "reason": "66251 is a tracking issue; 66260 is a specific gateway startup harness bug, so they are not the same underlying artifact." + }, + { + "left": "issue:66937", + "right": "issue:67056", + "accept": false, + "reason": "Different model/runtime concerns: skipping LM Studio API key vs preserving headers for custom OpenAI-compatible image runtime." + }, + { + "left": "issue:46012", + "right": "issue:57131", + "accept": false, + "reason": "Both are macOS gateway/launchctl issues, but one is LaunchAgent not loaded after update and the other is stop behavior using bootout instead of stop." + }, + { + "left": "issue:64244", + "right": "issue:65424", + "accept": false, + "reason": "Both concern MiniMax images, but one is routing to the wrong endpoint and the other drops image attachments in chat.send." + }, + { + "left": "issue:66124", + "right": "issue:66131", + "accept": false, + "reason": "Both are config-validation problems, but they involve different plugin-entry writes and different failure modes." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet and stays conservative. The accepted pairs are supported by close title-level overlap (especially the memory-core/idempotencyKey, TUI rendering, CLI hang, and OpenRouter silence cases), and the rejections avoid overstating weaker similarities." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 38, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:29363", + "issue:29367", + "issue:30689", + "issue:31119", + "issue:32833", + "issue:33239", + "issue:33880", + "issue:35556", + "issue:36088", + "issue:36830", + "issue:37028", + "issue:37546", + "issue:46012", + "issue:47563", + "issue:53138", + "issue:53335", + "issue:53739", + "issue:62904", + "issue:63092", + "issue:63184", + "issue:63609", + "issue:63752", + "issue:64274", + "issue:64282", + "issue:64900", + "issue:65078", + "issue:65090", + "issue:65208", + "issue:65362", + "issue:65590", + "issue:66004", + "issue:66500", + "issue:66619", + "issue:66624", + "issue:66728", + "issue:66940", + "issue:66975", + "issue:66988", + "issue:67261", + "issue:67291", + "issue:67422", + "issue:67806", + "issue:67919", + "issue:67926", + "issue:68027", + "issue:68076", + "issue:68261", + "issue:68642" + ], + "soft_pairs": [ + "issue:29363|issue:29367", + "issue:62904|issue:63184", + "issue:68076|issue:68261", + "issue:35556|issue:66500", + "issue:65078|issue:66975", + "issue:46012|issue:47563", + "issue:65590|issue:66940", + "issue:64900|issue:68027", + "issue:33880|issue:53739", + "issue:66619|issue:67291", + "issue:37546|issue:53335", + "issue:63609|issue:68642", + "issue:66988|issue:67926", + "issue:65090|issue:65208", + "issue:30689|issue:31119", + "issue:66728|issue:67291", + "issue:63092|issue:67919", + "issue:36088|issue:36830", + "issue:66004|issue:66624", + "issue:33239|issue:37028", + "issue:66624|issue:67261", + "issue:63752|issue:64274", + "issue:64282|issue:65362", + "issue:67422|issue:67806", + "issue:32833|issue:53138" + ], + "prepared_review_unit_hash": "966f76b240430735c06e94f0d8b6b2e5aceea0cfc1e1248a7a0030fe416ad033", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 25, + "serialized_chars": 35175, + "estimated_input_tokens": 8794, + "estimated_eval_tokens": 17844 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Mostly issue-to-issue duplicate candidates around the same concrete failures: onboarding trim crash, Telegram setup src-path crash, stale version UI, browser/CDP launch detection, raw-mode snapshot regression, and CLI hangs. A few are only broad subsystem neighbors and should stay separate.", + "confidence": 0.84, + "canonical_issue_reason": "Issue 67291 is the strongest representative for the shared onboarding crash cluster: it has the clearest symptom, the most discussion, and directly captures the core \"Cannot read properties of undefined (reading 'trim')\" failure that the related reports point to.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 67291 is the best global issue target because it is the most complete and actionable report for the shared onboarding/trim regression, with enough detail to anchor duplicates.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:29363", + "right": "issue:29367", + "accept": false, + "reason": "Both involve subagent/workspace behavior, but one is about file injection contents and the other about default workspace inheritance; related area, not the same bug." + }, + { + "left": "issue:62904", + "right": "issue:63184", + "accept": true, + "reason": "Both describe the same Telegram extension setup failure from a non-existent src/ path in v2026.4.7." + }, + { + "left": "issue:68076", + "right": "issue:68261", + "accept": true, + "reason": "Both point to the same incomplete-turn / stopReason=stop / payloads=0 failure that surfaces as a blank or errored response." + }, + { + "left": "issue:35556", + "right": "issue:66500", + "accept": false, + "reason": "Different Feishu problems: one is message sending after card messages, the other is mojibake while saving inbound media filenames." + }, + { + "left": "issue:65078", + "right": "issue:66975", + "accept": false, + "reason": "Both are Telegram-related, but one is transcript visibility and the other is disappearing bot commands; different symptoms and code paths." + }, + { + "left": "issue:46012", + "right": "issue:47563", + "accept": false, + "reason": "Unrelated update failures: LaunchAgent not loading versus a macOS arm64 sharp build error." + }, + { + "left": "issue:65590", + "right": "issue:66940", + "accept": false, + "reason": "Both are streamable-http header issues, but one is generic custom-header forwarding and the other is a missing Accept header; too different to treat as one bug." + }, + { + "left": "issue:64900", + "right": "issue:68027", + "accept": true, + "reason": "Both report a false-negative 'profile not running' check despite healthy CDP targets/websocket access on browser profiles." + }, + { + "left": "issue:33880", + "right": "issue:53739", + "accept": false, + "reason": "Different messaging integrations and failure modes; they do not look like the same underlying bug." + }, + { + "left": "issue:66619", + "right": "issue:67291", + "accept": true, + "reason": "Both are the same onboarding/configure-channel trim crash, with 67291 giving the fuller reproduction and skip-path detail." + }, + { + "left": "issue:37546", + "right": "issue:53335", + "accept": false, + "reason": "One is a message-ordering conflict, the other is /new spawning a subagent instead of resetting; related session UX but not the same defect." + }, + { + "left": "issue:63609", + "right": "issue:68642", + "accept": true, + "reason": "Both describe the same CLI hang regression, with commands stalling indefinitely and eventually being killed." + }, + { + "left": "issue:66988", + "right": "issue:67926", + "accept": true, + "reason": "Both report the same raw-mode/snapshot regression where raw text cannot be preserved and the UI falls back to form mode." + }, + { + "left": "issue:65090", + "right": "issue:65208", + "accept": true, + "reason": "Same browser launch/CDP problem on macOS: the remote-debugging setup leads to unreachable websocket / false unhealthy state." + }, + { + "left": "issue:30689", + "right": "issue:31119", + "accept": true, + "reason": "Both are the same stale dashboard version display after update/npm upgrade." + }, + { + "left": "issue:66728", + "right": "issue:67291", + "accept": true, + "reason": "Both are the onboarding channel-selection trim crash; 67291 is just the more detailed report." + }, + { + "left": "issue:63092", + "right": "issue:67919", + "accept": false, + "reason": "Both mention bridge-mode zero artifacts, but the reported causes differ enough (memory-core import vs active slot plugin loading) to stay separate." + }, + { + "left": "issue:36088", + "right": "issue:36830", + "accept": false, + "reason": "Both are TUI issues, but one is a route error and the other is keyboard handling; not the same bug." + }, + { + "left": "issue:66004", + "right": "issue:66624", + "accept": false, + "reason": "Completely different failures: subagent timeout/frozen result versus onboarding trim crash." + }, + { + "left": "issue:33239", + "right": "issue:37028", + "accept": true, + "reason": "Same Feishu plugin duplicate-registration/loading problem, with one issue describing the install warning and the other the resulting Gateway crash." + }, + { + "left": "issue:66624", + "right": "issue:67261", + "accept": false, + "reason": "Different crash sites and causes: channel-selection trim error versus missing id/status in Venice responses." + }, + { + "left": "issue:63752", + "right": "issue:64274", + "accept": false, + "reason": "Both touch auth profile resolution, but they involve different providers and different symptoms; not clearly the same underlying bug." + }, + { + "left": "issue:64282", + "right": "issue:65362", + "accept": false, + "reason": "Unrelated update problem versus Ollama model discovery failure." + }, + { + "left": "issue:67422", + "right": "issue:67806", + "accept": false, + "reason": "Both are UI refresh/rendering complaints, but one is webchat streaming and the other is control-ui message rendering; too broad to merge." + }, + { + "left": "issue:32833", + "right": "issue:53138", + "accept": false, + "reason": "Different plugin install issues affecting different plugins and failure modes." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The clustering is well grounded in the packet and stays mostly conservative. The canonical issue choice (67291) is supported by its fuller symptom/repro and higher discussion activity, and the accepted duplicate pairs line up with the issue titles and shared failure modes without obvious overreach. The non-duplicates are also reasonably cautious." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 39, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:30025", + "issue:31442", + "issue:31544", + "issue:32678", + "issue:32892", + "issue:33166", + "issue:33256", + "issue:33880", + "issue:34249", + "issue:34659", + "issue:35254", + "issue:36088", + "issue:36830", + "issue:51558", + "issue:52173", + "issue:52482", + "issue:52773", + "issue:53317", + "issue:53365", + "issue:53485", + "issue:53498", + "issue:53876", + "issue:55276", + "issue:55813", + "issue:62049", + "issue:62541", + "issue:63314", + "issue:64194", + "issue:64351", + "issue:64860", + "issue:64916", + "issue:64975", + "issue:65078", + "issue:65117", + "issue:65201", + "issue:65665", + "issue:65701", + "issue:66325", + "issue:66643", + "issue:66937", + "issue:66975", + "issue:67342", + "issue:67425", + "issue:67454", + "issue:67907", + "issue:67949", + "issue:68165", + "issue:68707" + ], + "soft_pairs": [ + "issue:32892|issue:36830", + "issue:52173|issue:52482", + "issue:66325|issue:66643", + "issue:53365|issue:67949", + "issue:64860|issue:64975", + "issue:34249|issue:62541", + "issue:51558|issue:52773", + "issue:53498|issue:68165", + "issue:66975|issue:67342", + "issue:65078|issue:67342", + "issue:32678|issue:35254", + "issue:53317|issue:53876", + "issue:67425|issue:67907", + "issue:31544|issue:66937", + "issue:33256|issue:55813", + "issue:31442|issue:33880", + "issue:30025|issue:33166", + "issue:63314|issue:65117", + "issue:65701|issue:68707", + "issue:55276|issue:65665", + "issue:64351|issue:65078", + "issue:64916|issue:67454", + "issue:53485|issue:64194", + "issue:34659|issue:36088", + "issue:62049|issue:65201" + ], + "prepared_review_unit_hash": "ce992075376435c653f696e80f27126c05f9afeecd313a47654f0ffddc5418d9", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 25, + "serialized_chars": 35221, + "estimated_input_tokens": 8806, + "estimated_eval_tokens": 17868 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Mostly a heterogeneous set of unrelated bug reports. Only two soft pairs look like true duplicates: the OpenRouter/embedded payloads=0 failure and the WhatsApp media-send hasMedia:false bug. The remaining pairs are only loosely related by subsystem or wording.", + "confidence": 0.74, + "canonical_issue_reason": "No single canonical issue cleanly covers this cluster because the items span multiple unrelated bugs; the clearest duplicate theme is the OpenRouter embedded payloads=0 failure (67425/67907).", + "canonical_pr_reason": null, + "best_issue_reason": "issue:67425 is the strongest representative issue: it describes the concrete embedded/OpenRouter failure mode in detail and matches issue:67907 closely.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:32892", + "right": "issue:36830", + "accept": false, + "reason": "Different bugs: provider-plugin login failure vs TUI keyboard handling regression." + }, + { + "left": "issue:52173", + "right": "issue:52482", + "accept": false, + "reason": "Both mention provider prefixes, but they affect different UIs and don't clearly share the same concrete code path." + }, + { + "left": "issue:66325", + "right": "issue:66643", + "accept": false, + "reason": "Not the same bug/change; these are unrelated Chinese-language requests/issues." + }, + { + "left": "issue:53365", + "right": "issue:67949", + "accept": false, + "reason": "Completely different failures: weixin login QR-code/function error vs Ollama model inference mismatch." + }, + { + "left": "issue:64860", + "right": "issue:64975", + "accept": false, + "reason": "Same broad scenario-pack theme, but one is an extension lookup after update and the other is CLI completion; insufficient evidence of one underlying bug." + }, + { + "left": "issue:34249", + "right": "issue:62541", + "accept": false, + "reason": "Different agent-creation problems with no shared concrete failure mode." + }, + { + "left": "issue:51558", + "right": "issue:52773", + "accept": false, + "reason": "Both are WhatsApp listener issues, but one is handler access and the other is listener death after upgrade; not clearly the same bug." + }, + { + "left": "issue:53498", + "right": "issue:68165", + "accept": false, + "reason": "Different integrations and different failures; no common underlying change." + }, + { + "left": "issue:66975", + "right": "issue:67342", + "accept": false, + "reason": "Unrelated products: Telegram bot commands disappearing vs BlueBubbles gateway startup failure." + }, + { + "left": "issue:65078", + "right": "issue:67342", + "accept": false, + "reason": "Different subsystems and symptoms; no shared code-path evidence." + }, + { + "left": "issue:32678", + "right": "issue:35254", + "accept": false, + "reason": "Both are routing issues, but they involve different platforms (Feishu vs Discord/TUI) and likely different code paths." + }, + { + "left": "issue:53317", + "right": "issue:53876", + "accept": false, + "reason": "Token cache overwrite on startup is not the same as Telegram channel config becoming not configured after upgrade." + }, + { + "left": "issue:67425", + "right": "issue:67907", + "accept": true, + "reason": "Same embedded/OpenRouter failure pattern: probe succeeds but agent/embedded returns payloads=0 / abandoned/stop behavior." + }, + { + "left": "issue:31544", + "right": "issue:66937", + "accept": false, + "reason": "One is an unhelpful warning UI, the other is a provider requirement/skip-api-key behavior; different bugs." + }, + { + "left": "issue:33256", + "right": "issue:55813", + "accept": false, + "reason": "Different versioned regressions with no concrete shared failure mode." + }, + { + "left": "issue:31442", + "right": "issue:33880", + "accept": false, + "reason": "Installation/version mismatch vs WhatsApp group-session spawning; unrelated." + }, + { + "left": "issue:30025", + "right": "issue:33166", + "accept": false, + "reason": "Connection error in embedded run vs pnpm install error; unrelated." + }, + { + "left": "issue:63314", + "right": "issue:65117", + "accept": true, + "reason": "Both describe the same WhatsApp outbound media bug: media is sent with hasMedia:false and fails silently." + }, + { + "left": "issue:65701", + "right": "issue:68707", + "accept": false, + "reason": "Duplicate Telegram messages vs missing include_usage in openai-completions are different bugs." + }, + { + "left": "issue:55276", + "right": "issue:65665", + "accept": false, + "reason": "Both mention paths/files, but one is garbled path capping and the other is stale image data; different underlying issues." + }, + { + "left": "issue:64351", + "right": "issue:65078", + "accept": false, + "reason": "Sidecar auto-start failure and Telegram transcript visibility are unrelated." + }, + { + "left": "issue:64916", + "right": "issue:67454", + "accept": false, + "reason": "Empty message after image send is not the same as OpenRouter returning empty assistant payloads across channels." + }, + { + "left": "issue:53485", + "right": "issue:64194", + "accept": false, + "reason": "Lost web-chat records after update vs WhatsApp/Telegram config lost on restart; similar wording but different data and root cause." + }, + { + "left": "issue:34659", + "right": "issue:36088", + "accept": false, + "reason": "TUI reply rendering issue vs TUI route error; not the same code-path problem." + }, + { + "left": "issue:62049", + "right": "issue:65201", + "accept": false, + "reason": "Both are false-positive warnings, but they concern different checks and different configuration state." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is well grounded in the packet and stays conservative on the soft edges. The two accepted pairs (67425/67907 and 63314/65117) are strongly supported by the titles and issue descriptions, while the rest are appropriately rejected as only loosely related or clearly different bugs. No overstatement of evidence detected." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 40, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:31442", + "issue:31570", + "issue:32678", + "issue:32892", + "issue:33119", + "issue:34324", + "issue:34377", + "issue:36088", + "issue:36182", + "issue:37142", + "issue:37322", + "issue:51809", + "issue:52173", + "issue:53365", + "issue:53397", + "issue:53425", + "issue:53582", + "issue:53628", + "issue:53666", + "issue:53739", + "issue:53907", + "issue:53955", + "issue:63461", + "issue:63534", + "issue:64292", + "issue:64319", + "issue:64351", + "issue:64528", + "issue:64602", + "issue:64775", + "issue:64802", + "issue:64841", + "issue:65281", + "issue:65309", + "issue:65455", + "issue:66153", + "issue:66202", + "issue:66516", + "issue:66582", + "issue:66975", + "issue:67342", + "issue:67653", + "issue:67687", + "issue:67907", + "issue:68074", + "issue:68520", + "issue:68623", + "issue:68656" + ], + "soft_pairs": [ + "issue:36182|issue:37142", + "issue:51809|issue:52173", + "issue:67907|issue:68520", + "issue:63461|issue:65281", + "issue:53397|issue:64841", + "issue:34324|issue:34377", + "issue:53425|issue:53907", + "issue:53582|issue:66153", + "issue:64528|issue:68623", + "issue:67653|issue:68656", + "issue:32678|issue:67687", + "issue:53628|issue:53739", + "issue:36088|issue:64775", + "issue:66202|issue:66975", + "issue:65309|issue:66516", + "issue:53907|issue:67342", + "issue:31442|issue:53365", + "issue:33119|issue:65455", + "issue:64292|issue:64351", + "issue:63534|issue:64802", + "issue:65309|issue:66582", + "issue:31570|issue:37322", + "issue:32892|issue:64319", + "issue:64602|issue:68074", + "issue:53666|issue:53955" + ], + "prepared_review_unit_hash": "5a60443d1ad1403dbb50319ce81a37edc4fb7a4d65932a2a885e0b6ac4d44dca", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 25, + "serialized_chars": 34866, + "estimated_input_tokens": 8717, + "estimated_eval_tokens": 17690 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This set is not one unified duplicate cluster; it contains several unrelated bug families. Only a few soft pairs look like the same underlying issue, mainly around reply fan-out, model-prefix switching, OpenRouter empty responses, and Active Memory timeouts.", + "confidence": 0.9, + "canonical_issue_reason": "No single canonical issue fits the whole set because the items span multiple distinct bugs rather than one shared root cause.", + "canonical_pr_reason": null, + "best_issue_reason": "No global best issue across the full set; the closest true duplicates live in separate mini-clusters, so a single representative would be misleading.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:36182", + "right": "issue:37142", + "accept": false, + "reason": "Both are provider auth errors, but one is Perplexity Search via OpenRouter and the other is MiniMax anthropic-messages; different providers and failure paths." + }, + { + "left": "issue:51809", + "right": "issue:52173", + "accept": true, + "reason": "Same dashboard model-switcher bug: wrong provider prefix is attached when selecting/switching non-Anthropic models." + }, + { + "left": "issue:67907", + "right": "issue:68520", + "accept": true, + "reason": "Both report OpenRouter returning empty/zero-payload responses around 2026.4.14-15; one just frames it via probe vs agent execution." + }, + { + "left": "issue:63461", + "right": "issue:65281", + "accept": false, + "reason": "Both involve media/image sending, but one is CLI WhatsApp --media and the other is Control UI webchat paste/send; different surfaces and likely different bugs." + }, + { + "left": "issue:53397", + "right": "issue:64841", + "accept": false, + "reason": "Both mention config validation, but the failing schema fields are different and the symptoms are unrelated." + }, + { + "left": "issue:34324", + "right": "issue:34377", + "accept": true, + "reason": "Same cross-surface duplicate-delivery bug: WebChat/Control UI replies are incorrectly fanning out to Telegram." + }, + { + "left": "issue:53425", + "right": "issue:53907", + "accept": false, + "reason": "Both are upgrade-related, but one is OAuth/openai-codex tool-name validation and the other is WhatsApp breakage; no shared code-path." + }, + { + "left": "issue:53582", + "right": "issue:66153", + "accept": false, + "reason": "Both involve self-mode/loop behavior, but iMessage self-chat NO_REPLY and WhatsApp self mode with Meta AI are different integrations and symptoms." + }, + { + "left": "issue:64528", + "right": "issue:68623", + "accept": false, + "reason": "Both touch isolated agent sessions, but one is workspace isolation and the other is MCP subprocess cleanup; related area, different bug." + }, + { + "left": "issue:67653", + "right": "issue:68656", + "accept": false, + "reason": "Both are Windows startup slowness reports, but they describe different startup stages and no clear same code-path is shown." + }, + { + "left": "issue:32678", + "right": "issue:67687", + "accept": false, + "reason": "Both are Feishu-related routing issues, but one is plugin bindings routing everything to the main agent while the other is requireMention filtering for group messages." + }, + { + "left": "issue:53628", + "right": "issue:53739", + "accept": false, + "reason": "Different problems: XDG_CONFIG_HOME expansion during skill install versus Feishu messages failing after adding memory-lancedb." + }, + { + "left": "issue:36088", + "right": "issue:64775", + "accept": false, + "reason": "One is a TUI route error and the other is Codex OAuth setup failure; unrelated failures." + }, + { + "left": "issue:66202", + "right": "issue:66975", + "accept": false, + "reason": "One is Ollama models becoming unavailable after upgrade; the other is Telegram bot commands disappearing. Different subsystems." + }, + { + "left": "issue:65309", + "right": "issue:66516", + "accept": true, + "reason": "Both describe Active Memory causing long stalls/timeouts in chat turns; same underlying timeout regression." + }, + { + "left": "issue:53907", + "right": "issue:67342", + "accept": false, + "reason": "WhatsApp breakage after upgrade versus BlueBubbles gateway runtime not initialized; different transports and failure modes." + }, + { + "left": "issue:31442", + "right": "issue:53365", + "accept": false, + "reason": "One is an installation version mismatch; the other is a Weixin login/tmp-dir function error. No shared bug." + }, + { + "left": "issue:33119", + "right": "issue:65455", + "accept": false, + "reason": "Both are Control UI display issues, but one is image attachment rendering and the other is dream page layout/display. Different defects." + }, + { + "left": "issue:64292", + "right": "issue:64351", + "accept": false, + "reason": "One is a sessions_spawn permission/agentId rejection, the other is QMD sidecar auto-start failure; unrelated." + }, + { + "left": "issue:63534", + "right": "issue:64802", + "accept": false, + "reason": "One is a UI layout issue; the other is a Railway Docker image version/update request. Not duplicates." + }, + { + "left": "issue:65309", + "right": "issue:66582", + "accept": true, + "reason": "Same Active Memory timeout/stall issue, just described more generically in the second report." + }, + { + "left": "issue:31570", + "right": "issue:37322", + "accept": false, + "reason": "General command-execution failure versus 404 run error in tui/web; too little evidence of the same bug." + }, + { + "left": "issue:32892", + "right": "issue:64319", + "accept": false, + "reason": "One is openai-codex provider plugin discovery failing; the other is models auth showing GitHub authorization state. Different auth flows." + }, + { + "left": "issue:64602", + "right": "issue:68074", + "accept": false, + "reason": "Both are memory-core issues, but one is narrative generation idempotency and the other is cleanup permission scope; separate code paths." + }, + { + "left": "issue:53666", + "right": "issue:53955", + "accept": false, + "reason": "Both concern memory indexing after 2026.3.23-2, but one is a generic zero-chunks regression and the other is QMD-specific indexing/search emptiness." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet and stays conservative. It correctly avoids claiming a single cluster, and the accepted soft pairs are plausible duplicate mini-clusters rather than overstated matches." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 41, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:28222", + "issue:33166", + "issue:34659", + "issue:36056", + "issue:36270", + "issue:37028", + "issue:37548", + "issue:51432", + "issue:51656", + "issue:52186", + "issue:52265", + "issue:53425", + "issue:53907", + "issue:53934", + "issue:62574", + "issue:62985", + "issue:63026", + "issue:63124", + "issue:63422", + "issue:63609", + "issue:63641", + "issue:63816", + "issue:64111", + "issue:64174", + "issue:64194", + "issue:64352", + "issue:64852", + "issue:64860", + "issue:64932", + "issue:64939", + "issue:65078", + "issue:65083", + "issue:65165", + "issue:65394", + "issue:66635", + "issue:66641", + "issue:67247", + "issue:67261", + "issue:67394", + "issue:67619", + "issue:67901", + "issue:68163", + "issue:68261", + "issue:68436", + "issue:68479", + "issue:68520", + "issue:68540" + ], + "soft_pairs": [ + "issue:51656|issue:64111", + "issue:64352|issue:67394", + "issue:36056|issue:63641", + "issue:65165|issue:68540", + "issue:65083|issue:67901", + "issue:68261|issue:68436", + "issue:64174|issue:64852", + "issue:52186|issue:62574", + "issue:37028|issue:37548", + "issue:64860|issue:64932", + "issue:64939|issue:65394", + "issue:33166|issue:36270", + "issue:68163|issue:68520", + "issue:63816|issue:64352", + "issue:67619|issue:68479", + "issue:53934|issue:63026", + "issue:63609|issue:65078", + "issue:51432|issue:53425", + "issue:63124|issue:63422", + "issue:62985|issue:64194", + "issue:28222|issue:34659", + "issue:52265|issue:53907", + "issue:66635|issue:67394", + "issue:66641|issue:67261", + "issue:64194|issue:67247" + ], + "prepared_review_unit_hash": "dbf9e9fe499a594f6868f70c9d68d2a2bdb2bf6e0f812935bb109a08953e5d46", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 25, + "serialized_chars": 34676, + "estimated_input_tokens": 8669, + "estimated_eval_tokens": 17594 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Mostly unrelated bug reports with a few genuine duplicate families: OpenRouter blank responses, Feishu duplicate registration, QA scenario-pack pathing, WhatsApp media delivery, and exec-tool/CLI allowlist regressions. No single canonical issue spans the whole set.", + "confidence": 0.87, + "canonical_issue_reason": "No single canonical issue fits the whole cluster because the items break into multiple unrelated bug families rather than one underlying defect.", + "canonical_pr_reason": null, + "best_issue_reason": "No global best issue; any single issue would only represent one of several separate regressions.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:51656", + "right": "issue:64111", + "accept": false, + "reason": "Both involve image/vision handling, but one is wrong fallback routing and the other is Ollama vision access; not clearly the same bug." + }, + { + "left": "issue:64352", + "right": "issue:67394", + "accept": false, + "reason": "Both are WhatsApp media-related, but one is direct send dropping media while the other is group auto-reply delivery failure." + }, + { + "left": "issue:36056", + "right": "issue:63641", + "accept": false, + "reason": "Control UI origin restriction and missing `/prose` command are unrelated subsystems and symptoms." + }, + { + "left": "issue:65165", + "right": "issue:68540", + "accept": false, + "reason": "One is a generic image-support/config problem; the other is Feishu local-image upload rendering as text. Different bugs." + }, + { + "left": "issue:65083", + "right": "issue:67901", + "accept": true, + "reason": "Both describe bundled CLI commands being blocked by `plugins.allow`; this looks like the same allowlist regression." + }, + { + "left": "issue:68261", + "right": "issue:68436", + "accept": true, + "reason": "Both report OpenRouter returning empty/incomplete turns with payloads=0 on the same version range." + }, + { + "left": "issue:64174", + "right": "issue:64852", + "accept": false, + "reason": "Different providers and failure modes: OpenAI Codex 403 HTML vs Google Vertex 401 credentials missing." + }, + { + "left": "issue:52186", + "right": "issue:62574", + "accept": false, + "reason": "Different TTS provider issues; one is wrong playback/voice selection, the other is a provider not registered." + }, + { + "left": "issue:37028", + "right": "issue:37548", + "accept": true, + "reason": "Feishu duplicate registration and duplicate plugin-id warning are the same underlying registration collision." + }, + { + "left": "issue:64860", + "right": "issue:64932", + "accept": true, + "reason": "Both point to the QA scenario pack being missing/unresolvable after the 4.8/2026.4.10 update." + }, + { + "left": "issue:64939", + "right": "issue:65394", + "accept": false, + "reason": "Audio transcription failures, but one is Groq multipart serialization-specific while the other spans multiple providers with a different symptom." + }, + { + "left": "issue:33166", + "right": "issue:36270", + "accept": false, + "reason": "`pnpm install` error and HTTP 401 invalid authentication are unrelated." + }, + { + "left": "issue:68163", + "right": "issue:68520", + "accept": true, + "reason": "Both describe the OpenRouter path returning no usable output on 2026.4.15, with the agent appearing silent/empty." + }, + { + "left": "issue:63816", + "right": "issue:64352", + "accept": true, + "reason": "Both are the same WhatsApp media-delivery regression: message reports success but the media never reaches the recipient." + }, + { + "left": "issue:67619", + "right": "issue:68479", + "accept": false, + "reason": "Lost chat context after session switching and cron sessions losing the message tool are different state/tool-access bugs." + }, + { + "left": "issue:53934", + "right": "issue:63026", + "accept": false, + "reason": "A URL corruption bug and a control-panel file-upload routing bug are unrelated." + }, + { + "left": "issue:63609", + "right": "issue:65078", + "accept": false, + "reason": "Generic CLI SIGKILL/hang versus Telegram transcript visibility in Web UI are unrelated issues." + }, + { + "left": "issue:51432", + "right": "issue:53425", + "accept": false, + "reason": "Model resolution fallback and invalid tools[*].name schema errors are different OpenAI Codex regressions." + }, + { + "left": "issue:63124", + "right": "issue:63422", + "accept": true, + "reason": "Both are exec-tool regressions after the 2026.4.8 update, affecting command execution in the same path." + }, + { + "left": "issue:62985", + "right": "issue:64194", + "accept": false, + "reason": "Multi-account config error and config loss on restart are related only broadly to configuration, not the same bug." + }, + { + "left": "issue:28222", + "right": "issue:34659", + "accept": false, + "reason": "Built-in diagnostics plugin failure and openclaw TUI reply display are unrelated." + }, + { + "left": "issue:52265", + "right": "issue:53907", + "accept": false, + "reason": "CLI handshake timeout and WhatsApp upgrade breakage are unrelated." + }, + { + "left": "issue:66635", + "right": "issue:67394", + "accept": false, + "reason": "Both involve WhatsApp auto-reply, but one is inline media handling and the other is group reply delivery; not the same concrete bug." + }, + { + "left": "issue:66641", + "right": "issue:67261", + "accept": false, + "reason": "Installer trim crash and Venice model response crash are unrelated code paths." + }, + { + "left": "issue:64194", + "right": "issue:67247", + "accept": false, + "reason": "Config loss on restart and Telegram native command menu disappearance are different regressions." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet and stays conservative on the soft edges. The accepted pairs look reasonably mergeable as same-bug families (OpenRouter blank outputs, Feishu duplicate registration, QA scenario-pack missing, WhatsApp media delivery, and exec-tool/allowlist regressions), while the rejected pairs are not overstated. No clear evidence of an aggressive or unsupported merge was found." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 42, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:30689", + "issue:31275", + "issue:32473", + "issue:32678", + "issue:32892", + "issue:33259", + "issue:33773", + "issue:34381", + "issue:35078", + "issue:35275", + "issue:36377", + "issue:36830", + "issue:53317", + "issue:53628", + "issue:53666", + "issue:53689", + "issue:53871", + "issue:59205", + "issue:59943", + "issue:62541", + "issue:62880", + "issue:62904", + "issue:63197", + "issue:63516", + "issue:63946", + "issue:64288", + "issue:64395", + "issue:65078", + "issue:65204", + "issue:65318", + "issue:65431", + "issue:65455", + "issue:65500", + "issue:65740", + "issue:65844", + "issue:65863", + "issue:66046", + "issue:66768", + "issue:67056", + "issue:67454", + "issue:67775", + "issue:67907", + "issue:68120", + "issue:68139", + "issue:68185", + "issue:68413", + "issue:68520" + ], + "soft_pairs": [ + "issue:35078|issue:36377", + "issue:63516|issue:64288", + "issue:63197|issue:63946", + "issue:53317|issue:53871", + "issue:59943|issue:65431", + "issue:30689|issue:33259", + "issue:53666|issue:68520", + "issue:65204|issue:65740", + "issue:33773|issue:36830", + "issue:53689|issue:68413", + "issue:62880|issue:62904", + "issue:66768|issue:67907", + "issue:67454|issue:68185", + "issue:32892|issue:65844", + "issue:65863|issue:68139", + "issue:59205|issue:66046", + "issue:62541|issue:67775", + "issue:35275|issue:64395", + "issue:32678|issue:34381", + "issue:31275|issue:53628", + "issue:65078|issue:65318", + "issue:67454|issue:68120", + "issue:65500|issue:67056", + "issue:32473|issue:65455" + ], + "prepared_review_unit_hash": "9eb7567ac99e69d1423002d7c8c7403d52165a9bdfa8fb109a3278cdf115dca4", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 24, + "serialized_chars": 34347, + "estimated_input_tokens": 8587, + "estimated_eval_tokens": 17430 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This set is not one single duplicate cluster; it splits into several small families. I accepted the pairs that appear to describe the same concrete regression (notably OpenRouter empty responses, Telegram polling stalls, mem0/jiti sqlite binding, and a couple of packaging/version-display regressions) and rejected the rest as only loosely related.", + "confidence": 0.81, + "canonical_issue_reason": "Issue 68120 is the clearest representative of the strongest duplicate family: it isolates the OpenRouter/OpenClaw path where chat completions return empty assistant messages while direct API calls still work, which also matches the nearby OpenRouter reports.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 68120 is the best overall issue candidate among this batch because it is the most concrete and actionable report of a duplicate-prone regression, with a direct-vs-app reproduction and a specific affected code path.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:35078", + "right": "issue:36377", + "accept": true, + "reason": "Same underlying mem0 failure: native sqlite3 bindings break under the Jiti loader, making the plugin unusable." + }, + { + "left": "issue:63516", + "right": "issue:64288", + "accept": true, + "reason": "Both report the Telegram polling runner stalling/stopping and causing missed or delayed delivery; same bug family." + }, + { + "left": "issue:63197", + "right": "issue:63946", + "accept": true, + "reason": "Same memory-wiki bridge/import regression: artifacts resolve to 0 and the memory capability is lost after restore/cache behavior." + }, + { + "left": "issue:53317", + "right": "issue:53871", + "accept": false, + "reason": "Both mention upgrade-related state problems, but one is OAuth token caching and the other is Telegram channel configuration; not the same bug." + }, + { + "left": "issue:59943", + "right": "issue:65431", + "accept": false, + "reason": "Both are image-tool/model-capability issues, but one is an 'Unknown model' resolution failure and the other is a capability validation error; too different to merge." + }, + { + "left": "issue:30689", + "right": "issue:33259", + "accept": true, + "reason": "Same stale-version-after-update symptom across dashboard/control UI, likely the same cached version display bug." + }, + { + "left": "issue:53666", + "right": "issue:68520", + "accept": false, + "reason": "These are unrelated regressions: memory index showing 0 chunks versus OpenRouter empty responses." + }, + { + "left": "issue:65204", + "right": "issue:65740", + "accept": false, + "reason": "Both involve Chrome startup/connectivity, but one cannot start Chrome at all while the other loses the CDP websocket after start; different failure modes." + }, + { + "left": "issue:33773", + "right": "issue:36830", + "accept": false, + "reason": "Completely different subsystems: memory/file operation issues versus TUI keyboard handling." + }, + { + "left": "issue:53689", + "right": "issue:68413", + "accept": false, + "reason": "Both mention moonshot/kimi-k2.5, but one is model-not-found and the other is turn timeouts/streaming delay; not the same concrete bug." + }, + { + "left": "issue:62880", + "right": "issue:62904", + "accept": true, + "reason": "Same Telegram extension packaging regression: published package is missing the src contents needed to load config/setup files." + }, + { + "left": "issue:66768", + "right": "issue:67907", + "accept": false, + "reason": "Both talk about empty turn payloads, but one is a generic container symptom and the other is a specific OpenRouter agent/embedded regression; not enough to merge." + }, + { + "left": "issue:67454", + "right": "issue:68185", + "accept": true, + "reason": "Same OpenRouter response-shape bug: both report empty/incomplete assistant payloads from the OpenRouter path." + }, + { + "left": "issue:32892", + "right": "issue:65844", + "accept": false, + "reason": "Both concern Codex/openai-codex auth, but one is plugin discovery failure and the other is profile collapse/auth.order fallout; different root causes." + }, + { + "left": "issue:65863", + "right": "issue:68139", + "accept": false, + "reason": "One is a missing docs entry, the other is broken localized provider links; both are docs-related but not the same issue." + }, + { + "left": "issue:59205", + "right": "issue:66046", + "accept": false, + "reason": "Both are 401s after update, but they affect different providers and likely different auth paths." + }, + { + "left": "issue:62541", + "right": "issue:67775", + "accept": false, + "reason": "Unrelated problems: dreaming-config agent creation failure versus MCP LAN reachability." + }, + { + "left": "issue:35275", + "right": "issue:64395", + "accept": false, + "reason": "Different messaging-channel bugs (Feishu persistent callbacks vs Weixin message limit), not the same underlying defect." + }, + { + "left": "issue:32678", + "right": "issue:34381", + "accept": false, + "reason": "One is Feishu binding routing misconfiguration; the other is bindings disappearing after Gateway restart. Related area, different bug." + }, + { + "left": "issue:31275", + "right": "issue:53628", + "accept": false, + "reason": "Session-memory hook on /new in Feishu is unrelated to XDG_CONFIG_HOME handling during skill install." + }, + { + "left": "issue:65078", + "right": "issue:65318", + "accept": false, + "reason": "Both involve Gemini CLI / Telegram, but one is transcript visibility and the other is OAuth orphaning; not the same code-path bug." + }, + { + "left": "issue:67454", + "right": "issue:68120", + "accept": true, + "reason": "Same underlying OpenRouter empty-response regression; 68120 is just the more specific main-chat reproduction." + }, + { + "left": "issue:65500", + "right": "issue:67056", + "accept": false, + "reason": "Model list visibility and provider-header preservation are distinct issues." + }, + { + "left": "issue:32473", + "right": "issue:65455", + "accept": false, + "reason": "These are different Control UI problems: secure-context/device-identity enforcement versus a UI display issue." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet. The accepted soft pairs are all tightly aligned by title/body symptoms (mem0/jiti sqlite binding regression, Telegram polling stall, memory-wiki 0 artifacts, packaging/version-display regressions, and the OpenRouter empty/incomplete payload family). The rejections are appropriately conservative where the issues only share a broad subsystem or symptom but differ in concrete failure mode. No obvious overstatement beyond the evidence in the packet." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 43, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:30316", + "issue:30689", + "issue:32473", + "issue:32833", + "issue:32913", + "issue:34271", + "issue:34324", + "issue:34659", + "issue:35859", + "issue:35860", + "issue:36431", + "issue:48479", + "issue:49264", + "issue:49885", + "issue:50537", + "issue:51809", + "issue:51815", + "issue:52175", + "issue:52265", + "issue:52488", + "issue:53386", + "issue:53753", + "issue:53798", + "issue:57072", + "issue:62089", + "issue:62844", + "issue:63422", + "issue:63816", + "issue:64174", + "issue:64244", + "issue:64282", + "issue:64775", + "issue:64841", + "issue:65093", + "issue:65208", + "issue:65529", + "issue:66633", + "issue:66635", + "issue:66946", + "issue:66975", + "issue:67084", + "issue:67250", + "issue:67358", + "issue:67775", + "issue:68056", + "issue:68587", + "issue:68642" + ], + "soft_pairs": [ + "issue:30316|issue:53798", + "issue:30689|issue:32913", + "issue:63816|issue:66635", + "issue:64174|issue:66633", + "issue:57072|issue:67084", + "issue:62089|issue:67250", + "issue:34324|issue:36431", + "issue:34271|issue:53386", + "issue:32833|issue:51815", + "issue:35859|issue:35860", + "issue:52175|issue:65529", + "issue:52265|issue:68642", + "issue:66635|issue:68056", + "issue:63422|issue:64244", + "issue:48479|issue:49885", + "issue:65093|issue:65208", + "issue:32473|issue:66946", + "issue:64282|issue:64775", + "issue:49264|issue:50537", + "issue:67775|issue:68587", + "issue:51809|issue:53753", + "issue:62844|issue:67358", + "issue:34659|issue:52488", + "issue:64841|issue:66975" + ], + "prepared_review_unit_hash": "1c93125bc6e21b1eb914a64b64ff09361dba50dd4839dfb64f895bcc638aa7c0", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 24, + "serialized_chars": 34067, + "estimated_input_tokens": 8517, + "estimated_eval_tokens": 17290 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Mostly a mixed cluster of unrelated bug reports. I only see two strong duplicate pairs: Chrome-on-macOS remote debugging launch issues, and Control UI model-picker provider/model formatting issues.", + "confidence": 0.88, + "canonical_issue_reason": "No single canonical issue: the items split into several unrelated bug families, so this cluster should not be collapsed into one representative bug.", + "canonical_pr_reason": null, + "best_issue_reason": "No global best issue for the whole cluster; 65093 and 51809 are the clearest representatives of their own subclusters, but the set is too heterogeneous to choose one canonical issue overall.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:30316", + "right": "issue:53798", + "accept": false, + "reason": "Different products and symptoms: Telegram duplicate sends vs Feishu voice duration display." + }, + { + "left": "issue:30689", + "right": "issue:32913", + "accept": false, + "reason": "Both mention stale version text, but one is a dashboard update issue and the other is a status command reading the wrong source." + }, + { + "left": "issue:63816", + "right": "issue:66635", + "accept": false, + "reason": "Both are WhatsApp media issues, but one is outbound delivery failure and the other is auto-reply inline media handling." + }, + { + "left": "issue:64174", + "right": "issue:66633", + "accept": false, + "reason": "Same provider family, but the reported failures differ: OAuth runtime 403 HTML vs post-upgrade Cloudflare 403 on every request." + }, + { + "left": "issue:57072", + "right": "issue:67084", + "accept": false, + "reason": "Unrelated: chat UI route/session desync vs Codex session timeout spam." + }, + { + "left": "issue:62089", + "right": "issue:67250", + "accept": false, + "reason": "Both involve tool-call rendering, but one is raw-text rendering everywhere while the other is hidden-tool-calls affecting streaming text." + }, + { + "left": "issue:34324", + "right": "issue:36431", + "accept": false, + "reason": "Different routing bugs across different channels: WebChat duplicated into Telegram vs TUI misrouted as webchat." + }, + { + "left": "issue:34271", + "right": "issue:53386", + "accept": false, + "reason": "Different integrations and failure modes: Feishu mention recognition vs WhatsApp echo-loop filtering." + }, + { + "left": "issue:32833", + "right": "issue:51815", + "accept": false, + "reason": "Exec plugin install failure is unrelated to Telegram plugin load failure." + }, + { + "left": "issue:35859", + "right": "issue:35860", + "accept": false, + "reason": "One is WebChat forwarded to Telegram, the other is duplicate WebChat responses from context growth." + }, + { + "left": "issue:52175", + "right": "issue:65529", + "accept": false, + "reason": "Control UI session registration and Microsoft Edge TTS registration are unrelated." + }, + { + "left": "issue:52265", + "right": "issue:68642", + "accept": false, + "reason": "Handshake timeout on cron/gateway commands is not the same as all CLI commands hanging." + }, + { + "left": "issue:66635", + "right": "issue:68056", + "accept": false, + "reason": "Both are WhatsApp media reply problems, but one fails to deliver while the other sends twice." + }, + { + "left": "issue:63422", + "right": "issue:64244", + "accept": false, + "reason": "Different tool-routing paths: sub-agent exec tool calls vs MiniMax image-tool routing." + }, + { + "left": "issue:48479", + "right": "issue:49885", + "accept": false, + "reason": "Related to google-vertex auth, but one is wrong auth mode selection and the other is missing-credentials despite valid ADC." + }, + { + "left": "issue:65093", + "right": "issue:65208", + "accept": true, + "reason": "Same Chrome-on-macOS launch path; missing --remote-debugging-port cleanly explains the unreachable CDP websocket." + }, + { + "left": "issue:32473", + "right": "issue:66946", + "accept": false, + "reason": "Secure-context/device-identity enforcement is unrelated to a Control UI path-duplication 404." + }, + { + "left": "issue:64282", + "right": "issue:64775", + "accept": false, + "reason": "Generic update failure is not the same as Codex OAuth setup failure." + }, + { + "left": "issue:49264", + "right": "issue:50537", + "accept": false, + "reason": "Both involve doctor and SecretRef, but they hit different modes and providers, so the concrete bug is not clearly the same." + }, + { + "left": "issue:67775", + "right": "issue:68587", + "accept": false, + "reason": "LAN MCP connectivity and MCP tools/list notification formatting are different problems." + }, + { + "left": "issue:51809", + "right": "issue:53753", + "accept": true, + "reason": "Same Control UI model-picker bug: provider/model ID is being combined or prefixed incorrectly when switching models." + }, + { + "left": "issue:62844", + "right": "issue:67358", + "accept": false, + "reason": "Telegram loader/config-read failure is not the same as onboarding trim() crashing on undefined." + }, + { + "left": "issue:34659", + "right": "issue:52488", + "accept": false, + "reason": "TUI reply-display timing and missing operator.read scope are unrelated." + }, + { + "left": "issue:64841", + "right": "issue:66975", + "accept": false, + "reason": "Disabled memory-lancedb validation after upgrade is unrelated to Telegram bot commands disappearing." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet and stays conservative overall. The two accepted pairs are well-supported by the titles: the Chrome/macOS remote-debugging issues and the Control UI model-picker formatting issues. The rejected pairs are mostly appropriately marked as non-duplicates, with reasons that do not overclaim beyond the evidence shown." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 44, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:29670", + "issue:31412", + "issue:32473", + "issue:32900", + "issue:32903", + "issue:33307", + "issue:33862", + "issue:35523", + "issue:44778", + "issue:49934", + "issue:50966", + "issue:51815", + "issue:53168", + "issue:53376", + "issue:53666", + "issue:53876", + "issue:62089", + "issue:62844", + "issue:62985", + "issue:63883", + "issue:64055", + "issue:64174", + "issue:64839", + "issue:65498", + "issue:66573", + "issue:66579", + "issue:66688", + "issue:66786", + "issue:66937", + "issue:66946", + "issue:66981", + "issue:67093", + "issue:67158", + "issue:67247", + "issue:67267", + "issue:67394", + "issue:67487", + "issue:67646", + "issue:67730", + "issue:67907", + "issue:68076", + "issue:68120", + "issue:68182", + "issue:68272", + "issue:68508", + "issue:68540", + "issue:68642", + "issue:68674" + ], + "soft_pairs": [ + "issue:67907|issue:68076", + "issue:32903|issue:33307", + "issue:62089|issue:67093", + "issue:50966|issue:66937", + "issue:33862|issue:63883", + "issue:67730|issue:68674", + "issue:67646|issue:68120", + "issue:64055|issue:66981", + "issue:64839|issue:68272", + "issue:32473|issue:67487", + "issue:53666|issue:66688", + "issue:67267|issue:68508", + "issue:64174|issue:67158", + "issue:32900|issue:66573", + "issue:53168|issue:68642", + "issue:51815|issue:53376", + "issue:53876|issue:67247", + "issue:44778|issue:68540", + "issue:35523|issue:66786", + "issue:65498|issue:68182", + "issue:66579|issue:67394", + "issue:29670|issue:66946", + "issue:62844|issue:62985", + "issue:31412|issue:49934" + ], + "prepared_review_unit_hash": "01c26aeb3eaa2c3327a51bc3e7ae2fe71d78f054e3ca752bab1ae02ac3d8ceff", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 35033, + "estimated_input_tokens": 8759, + "estimated_eval_tokens": 17774 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "The cluster contains a few real duplicate families\u2014empty/stopReason=stop replies, raw tool-call leakage, and heartbeat/reply-lane preemption\u2014but most other pairings are only loosely related. In particular, the OpenAI Codex pair is not strong enough to treat as the same bug because the packet only shows shared area, not the same failure mode or root cause.", + "confidence": 0.62, + "canonical_issue_reason": "Issue 68076 is the best anchor for the main empty-turn family because it states the user-facing failure in a broad, general way and fits the related OpenRouter/OpenClaw reports without overfitting to one harness or UI.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 68076 is the strongest overall issue representative in this cluster: it captures the common empty-response symptom clearly and broadly enough to subsume the closest related reports.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:67907", + "right": "issue:68076", + "accept": true, + "reason": "Same empty-turn class: stopReason=stop with payloads=0 and silent assistant output." + }, + { + "left": "issue:32903", + "right": "issue:33307", + "accept": false, + "reason": "Both mention replies=0, but the concrete paths differ: generic TUI/dispatch versus Feishu DM routing." + }, + { + "left": "issue:62089", + "right": "issue:67093", + "accept": true, + "reason": "Same visible symptom: raw tool-call syntax leaking into user-facing output, with Discord as a specific manifestation." + }, + { + "left": "issue:50966", + "right": "issue:66937", + "accept": false, + "reason": "Provider switching in the UI is unrelated to LM Studio API-key skipping." + }, + { + "left": "issue:33862", + "right": "issue:63883", + "accept": false, + "reason": "Both involve groupPolicy/allowlist, but the reported failures are different and one is Windows-specific." + }, + { + "left": "issue:67730", + "right": "issue:68674", + "accept": false, + "reason": "Both mention dreaming/session-memory, but cleanup versus main-agent-only session creation are different defects." + }, + { + "left": "issue:67646", + "right": "issue:68120", + "accept": true, + "reason": "Same empty-response family for OpenRouter: different surfaces, same concrete outcome of silent assistant output." + }, + { + "left": "issue:64055", + "right": "issue:66981", + "accept": false, + "reason": "Arm64 port-in-use restart failure and browser timeout are not the same code-path problem." + }, + { + "left": "issue:64839", + "right": "issue:68272", + "accept": false, + "reason": "Both concern images, but one is provider/model/URL handling after upgrade while the other is attachment dropping despite image support." + }, + { + "left": "issue:32473", + "right": "issue:67487", + "accept": false, + "reason": "Control UI auth/device-identity gating is unrelated to image-upload display." + }, + { + "left": "issue:53666", + "right": "issue:66688", + "accept": false, + "reason": "Memory-index regression and missing Ollama embedding-provider support are different failures." + }, + { + "left": "issue:67267", + "right": "issue:68508", + "accept": false, + "reason": "Feedback-loop behavior and system-event leakage are related at a high level but not the same bug." + }, + { + "left": "issue:64174", + "right": "issue:67158", + "accept": false, + "reason": "They only share the OpenAI Codex/OAuth/model-access area; the packet does not establish the same failure mode or root cause." + }, + { + "left": "issue:32900", + "right": "issue:66573", + "accept": false, + "reason": "TUI output loss and chat.history limit validation are unrelated." + }, + { + "left": "issue:53168", + "right": "issue:68642", + "accept": false, + "reason": "WebSocket handshake timeout crashes and indefinite CLI hangs are too broad to treat as the same concrete defect." + }, + { + "left": "issue:51815", + "right": "issue:53376", + "accept": false, + "reason": "Telegram plugin load failure and Feishu send-message 400 are different integrations and failure modes." + }, + { + "left": "issue:53876", + "right": "issue:67247", + "accept": false, + "reason": "Telegram upgrade/config state and native command-menu disappearance are not clearly the same bug." + }, + { + "left": "issue:44778", + "right": "issue:68540", + "accept": false, + "reason": "Both are Feishu image issues, but one is a gateway crash and the other is local files being sent as path text." + }, + { + "left": "issue:35523", + "right": "issue:66786", + "accept": false, + "reason": "TUI assistant-message visibility and workspace-dir handling are unrelated." + }, + { + "left": "issue:65498", + "right": "issue:68182", + "accept": true, + "reason": "Same concurrency/preemption problem: heartbeat events can steal the active reply lane and lose the final reply." + }, + { + "left": "issue:66579", + "right": "issue:67394", + "accept": false, + "reason": "Both are WhatsApp auto-reply issues, but the hook-cancellation path and group delivery failure are different." + }, + { + "left": "issue:29670", + "right": "issue:66946", + "accept": false, + "reason": "Control UI pairing/auth and a 404 from duplicated UI paths are different issues." + }, + { + "left": "issue:62844", + "right": "issue:62985", + "accept": false, + "reason": "Telegram loader/config-read problems and multi-account config errors are not clearly the same defect." + }, + { + "left": "issue:31412", + "right": "issue:49934", + "accept": false, + "reason": "Cron job UI behavior and mixed-language control UI are unrelated." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "The summary is mostly grounded, but it is not conservative enough on at least one soft edge. In particular, issue:64174 vs issue:67158 only clearly share the OpenAI Codex/OAuth/model-access area; the packet does not establish the same failure mode or root cause, so marking them as a duplicate family is somewhat speculative. The other accepted pairs look better supported, but this one makes the overall verdict too strong." + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 45, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:30308", + "issue:32101", + "issue:32753", + "issue:32933", + "issue:33256", + "issue:34271", + "issue:34527", + "issue:34659", + "issue:36256", + "issue:37299", + "issue:43637", + "issue:52186", + "issue:52265", + "issue:53138", + "issue:53798", + "issue:53878", + "issue:54629", + "issue:57256", + "issue:62296", + "issue:62541", + "issue:62750", + "issue:62819", + "issue:63079", + "issue:63190", + "issue:63541", + "issue:63727", + "issue:63863", + "issue:63936", + "issue:63980", + "issue:64497", + "issue:64499", + "issue:64510", + "issue:64529", + "issue:64533", + "issue:64783", + "issue:65225", + "issue:65424", + "issue:65571", + "issue:65740", + "issue:65950", + "issue:66050", + "issue:66097", + "issue:66637", + "issue:66786", + "issue:67400", + "issue:67919", + "issue:68117", + "issue:68272" + ], + "soft_pairs": [ + "issue:62819|issue:65225", + "issue:32101|issue:32933", + "issue:62541|issue:67400", + "issue:65424|issue:68272", + "issue:33256|issue:63079", + "issue:34271|issue:64783", + "issue:34527|issue:52186", + "issue:43637|issue:53878", + "issue:57256|issue:67919", + "issue:36256|issue:63190", + "issue:53138|issue:63863", + "issue:64499|issue:66637", + "issue:65740|issue:66050", + "issue:37299|issue:52265", + "issue:30308|issue:53798", + "issue:64529|issue:64533", + "issue:65571|issue:65740", + "issue:34659|issue:66786", + "issue:62750|issue:63980", + "issue:32753|issue:54629", + "issue:64497|issue:65950", + "issue:64510|issue:67919", + "issue:63541|issue:63727", + "issue:66097|issue:68117", + "issue:62296|issue:63936" + ], + "prepared_review_unit_hash": "520b0f005a8ca9942a75885a7af9eee68f26c7e481239faa42cf2380da215470", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 25, + "serialized_chars": 35294, + "estimated_input_tokens": 8824, + "estimated_eval_tokens": 17904 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Several soft pairs are true duplicates around the same concrete bug, especially TTS media normalization, macOS gateway stop/start on LaunchAgent, Telegram voice-note ingestion, iMessage self-chat misclassification, and a packaging omission for qa/scenarios. Most other pairs share a subsystem or symptom only and should stay separate.", + "confidence": 0.86, + "canonical_issue_reason": "Issue #64529 is the strongest canonical representative: it identifies the exact failure path (`/tmp/openclaw/` rejected by `isAllowedAbsoluteReplyMediaPath`) and matches the closely related regression in #64533.", + "canonical_pr_reason": null, + "best_issue_reason": "#64529 is the best issue to keep as the canonical target because it has the clearest root cause, a precise fix surface, and the duplicate reports converge on the same media-normalization bug.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:62819", + "right": "issue:65225", + "accept": false, + "reason": "Both are cron-related, but one is a send/announce failure and the other is a session spawn/stuck-state bug; not the same concrete defect." + }, + { + "left": "issue:32101", + "right": "issue:32933", + "accept": false, + "reason": "Both involve gateway restart/result loss, but the reported causes differ (WebSocket disconnect race vs timeout/execution-tool loss)." + }, + { + "left": "issue:62541", + "right": "issue:67400", + "accept": false, + "reason": "Both touch agent creation/dreaming, but one is about creating a new agent after config enablement and the other about persistent sub-agent sessions; different bugs." + }, + { + "left": "issue:65424", + "right": "issue:68272", + "accept": true, + "reason": "Same bug: image attachments are being dropped in chat.send because the model catalog/input capability is effectively text-only." + }, + { + "left": "issue:33256", + "right": "issue:63079", + "accept": false, + "reason": "Both are Google Chat regressions, but the versioning and failure description point to different problems." + }, + { + "left": "issue:34271", + "right": "issue:64783", + "accept": false, + "reason": "Same feature area, but one is mention recognition not working and the other is a ReferenceError when mentioning; not clearly the same code-path bug." + }, + { + "left": "issue:34527", + "right": "issue:52186", + "accept": false, + "reason": "Different TTS failures: interrupted streaming vs wrong provider/audio selection." + }, + { + "left": "issue:43637", + "right": "issue:53878", + "accept": true, + "reason": "Same macOS gateway stop/start LaunchAgent bug: stop unloads the service and start cannot recover it without reinstalling." + }, + { + "left": "issue:57256", + "right": "issue:67919", + "accept": false, + "reason": "Both mention false status/reporting, but they concern different subsystems (memory availability vs wiki bridge artifact export)." + }, + { + "left": "issue:36256", + "right": "issue:63190", + "accept": true, + "reason": "Same Telegram voice-note ingestion failure: voice updates arrive or are saved inbound, but the ASR/STT pipeline never runs." + }, + { + "left": "issue:53138", + "right": "issue:63863", + "accept": false, + "reason": "Clean-install context is shared, but WhatsApp plugin absence and chat.history startup delay are unrelated bugs." + }, + { + "left": "issue:64499", + "right": "issue:66637", + "accept": false, + "reason": "Both are macOS-hosted issues, but one is exec host preparation and the other is browser proxy remote-mode behavior." + }, + { + "left": "issue:65740", + "right": "issue:66050", + "accept": true, + "reason": "Same Chrome CDP reachability failure after browser start; both reports say the websocket is unreachable even though Chrome is up." + }, + { + "left": "issue:37299", + "right": "issue:52265", + "accept": false, + "reason": "Both affect cron/gateway CLI commands, but one is a TypeError and the other a handshake timeout; not the same defect." + }, + { + "left": "issue:30308", + "right": "issue:53798", + "accept": false, + "reason": "Both are Feishu-related, but one is inbound receive-format breakage and the other is outbound voice duration display." + }, + { + "left": "issue:64529", + "right": "issue:64533", + "accept": true, + "reason": "Direct duplicate: both describe TTS tool audio being blocked by reply-media normalization/allowlist handling." + }, + { + "left": "issue:65571", + "right": "issue:65740", + "accept": false, + "reason": "Both are browser/CDP startup issues, but the environments and failure modes differ enough to avoid merging." + }, + { + "left": "issue:34659", + "right": "issue:66786", + "accept": false, + "reason": "Unrelated bugs: TUI reply display vs system-prompt workspace-dir handling." + }, + { + "left": "issue:62750", + "right": "issue:63980", + "accept": true, + "reason": "Same iMessage self-chat misclassification/echo-detection bug causing outbound messages or DMs to be treated as self-chat." + }, + { + "left": "issue:32753", + "right": "issue:54629", + "accept": false, + "reason": "Different slash commands with different symptoms; no shared concrete bug." + }, + { + "left": "issue:64497", + "right": "issue:65950", + "accept": false, + "reason": "Related cron session area, but one is spawn failure after inactivity and the other is incorrect success reporting after incomplete work." + }, + { + "left": "issue:64510", + "right": "issue:67919", + "accept": false, + "reason": "Both mention bridge/artifact reporting, but the underlying components and symptoms do not line up closely enough." + }, + { + "left": "issue:63541", + "right": "issue:63727", + "accept": true, + "reason": "Same packaging omission: qa/scenarios assets are missing from the published dist, breaking startup and completion-cache behavior." + }, + { + "left": "issue:66097", + "right": "issue:68117", + "accept": false, + "reason": "Both are CDP profile reachability/status problems, but one is attachOnly misreporting 'not running' and the other is startup reachability on VPS/Docker." + }, + { + "left": "issue:62296", + "right": "issue:63936", + "accept": false, + "reason": "Both involve memory-core dreaming cron, but one is a missing hook trigger and the other is failure to recreate after gateway restart." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The canonical issue choice and summary are grounded in the packet, and the soft-edge judgments stay conservative overall. The accepted pairs are supported by matching titles/body themes and do not overclaim beyond the evidence." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 46, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:29363", + "issue:29670", + "issue:29809", + "issue:32712", + "issue:33354", + "issue:33880", + "issue:34271", + "issue:35556", + "issue:42870", + "issue:51036", + "issue:51056", + "issue:51557", + "issue:53397", + "issue:53547", + "issue:53697", + "issue:53749", + "issue:54629", + "issue:62541", + "issue:62568", + "issue:62627", + "issue:63484", + "issue:63601", + "issue:63641", + "issue:63752", + "issue:64194", + "issue:64385", + "issue:65204", + "issue:65553", + "issue:65652", + "issue:65705", + "issue:65848", + "issue:65890", + "issue:66046", + "issue:66048", + "issue:66202", + "issue:66937", + "issue:66946", + "issue:67400", + "issue:67487", + "issue:67619", + "issue:67936", + "issue:67986", + "issue:68028", + "issue:68215", + "issue:68249", + "issue:68508", + "issue:68623" + ], + "soft_pairs": [ + "issue:29670|issue:67487", + "issue:64194|issue:67986", + "issue:53397|issue:68215", + "issue:54629|issue:63641", + "issue:65204|issue:67936", + "issue:29809|issue:66946", + "issue:51056|issue:66937", + "issue:32712|issue:34271", + "issue:35556|issue:63484", + "issue:66046|issue:66202", + "issue:64385|issue:66048", + "issue:68028|issue:68249", + "issue:65553|issue:65890", + "issue:51557|issue:68623", + "issue:42870|issue:51036", + "issue:53697|issue:53749", + "issue:33354|issue:33880", + "issue:62568|issue:62627", + "issue:65652|issue:65705", + "issue:67400|issue:67619", + "issue:62541|issue:65848", + "issue:29363|issue:53547", + "issue:63601|issue:68508", + "issue:63752|issue:66937" + ], + "prepared_review_unit_hash": "55b47d32e603adcc089348f824347c9166dc1b3bc3ed158d2ce1f325a715c831", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 24, + "serialized_chars": 34445, + "estimated_input_tokens": 8612, + "estimated_eval_tokens": 17480 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This cluster is mostly heterogeneous: the soft pairs share broad areas like session management, config, providers, or UI, but they describe different underlying bugs rather than the same fix. No PRs are present.", + "confidence": 0.77, + "canonical_issue_reason": "issue:53547 is the clearest and most canonical bug report among the only loosely related workspace/bootstrap-loading reports: it states a concrete regression, version, and missing bootstrap files from the workspace.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:53547 is the best representative issue because it is specific, reproducible, and closest to a broadly useful root-cause report; the rest of the items are mostly separate bugs in different subsystems.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:29670", + "right": "issue:67487", + "accept": false, + "reason": "Both mention Control UI, but pairing requirement vs image upload not appearing are different user flows and likely different code paths." + }, + { + "left": "issue:64194", + "right": "issue:67986", + "accept": false, + "reason": "Config loss on restart after upgrade is not the same as the gateway wedging mid-session and only recovering after health-monitor intervention." + }, + { + "left": "issue:53397", + "right": "issue:68215", + "accept": false, + "reason": "One is schema validation rejecting tools.web.fetch.maxResponseBytes; the other is update logic re-injecting anonymousTelemetryId and breaking validation." + }, + { + "left": "issue:54629", + "right": "issue:63641", + "accept": false, + "reason": "Status slash command not displaying data and /prose command not found are unrelated command features." + }, + { + "left": "issue:65204", + "right": "issue:67936", + "accept": false, + "reason": "Chrome startup failure and Matrix channel startup regression are different components and failure modes." + }, + { + "left": "issue:29809", + "right": "issue:66946", + "accept": false, + "reason": "origin not allowed is an origin-whitelist problem; the Chinese report is a duplicated Control UI path causing 404/chat failure, not the same bug." + }, + { + "left": "issue:51056", + "right": "issue:66937", + "accept": false, + "reason": "OpenRouter auth-header failure and lmstudio API-key optionality concern different providers and different auth behavior." + }, + { + "left": "issue:32712", + "right": "issue:34271", + "accept": false, + "reason": "Quoted Feishu card content retrieval and @mention recognition are separate parsing/handling bugs." + }, + { + "left": "issue:35556", + "right": "issue:63484", + "accept": false, + "reason": "Feishu channel send failure after card messages and heartbeat/tool-error side effects are not the same underlying defect." + }, + { + "left": "issue:66046", + "right": "issue:66202", + "accept": false, + "reason": "Google Vertex 401 regression and ollama models becoming unavailable are distinct provider/runtime failures." + }, + { + "left": "issue:64385", + "right": "issue:66048", + "accept": false, + "reason": "Random config truncation is different from gateway restart flattening config and ignoring $include." + }, + { + "left": "issue:68028", + "right": "issue:68249", + "accept": false, + "reason": "Tavily SecretRef runtime failure and Brave plugin not loading are separate plugin/provider issues." + }, + { + "left": "issue:65553", + "right": "issue:65890", + "accept": false, + "reason": "Raspberry Pi arm64 CLI hang and QMD backend collection mismatch are different memory backend problems." + }, + { + "left": "issue:51557", + "right": "issue:68623", + "accept": false, + "reason": "Cron/browser compatibility issues are unrelated to MCP subprocess cleanup after isolated sessions." + }, + { + "left": "issue:42870", + "right": "issue:51036", + "accept": false, + "reason": "Cloudflare 403 on backticks and empty payloads/zero usage on a custom provider are different request-path failures." + }, + { + "left": "issue:53697", + "right": "issue:53749", + "accept": false, + "reason": "Card field marked required and buttons marked required are different schema validation bugs affecting different fields." + }, + { + "left": "issue:33354", + "right": "issue:33880", + "accept": false, + "reason": "Missing workspace skills at agent startup and WhatsApp group messages not spawning sessions are different entrypoint failures." + }, + { + "left": "issue:62568", + "right": "issue:62627", + "accept": false, + "reason": "Missing @buape/carbon dependency and missing optional dependencies for bundled channel plugins are related packaging issues but not the same concrete defect." + }, + { + "left": "issue:65652", + "right": "issue:65705", + "accept": false, + "reason": "Both involve dreaming, but one retriggers on every heartbeat and the other retriggers once per cron schedule; close symptoms, different trigger logic." + }, + { + "left": "issue:67400", + "right": "issue:67619", + "accept": false, + "reason": "Persistent sub-agent session creation failure and context loss after switching chat sessions are different session-lifecycle bugs." + }, + { + "left": "issue:62541", + "right": "issue:65848", + "accept": false, + "reason": "Cannot create a new agent after enabling dreaming and cannot install skills with a Python script are unrelated flows." + }, + { + "left": "issue:29363", + "right": "issue:53547", + "accept": false, + "reason": "Injecting all workspace files into subagent sessions is the opposite failure mode of not loading bootstrap files from the workspace." + }, + { + "left": "issue:63601", + "right": "issue:68508", + "accept": false, + "reason": "The generic event.messages.push report does not match the specific transcript leak after async exec." + }, + { + "left": "issue:63752", + "right": "issue:66937", + "accept": false, + "reason": "Anthropic API-key lookup failure and lmstudio API-key skipping are different provider-auth behaviors." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 47, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:30818", + "issue:30922", + "issue:31442", + "issue:33271", + "issue:33568", + "issue:34656", + "issue:35793", + "issue:37142", + "issue:37198", + "issue:37546", + "issue:50964", + "issue:51144", + "issue:52282", + "issue:53386", + "issue:53870", + "issue:54689", + "issue:58617", + "issue:61211", + "issue:62089", + "issue:62568", + "issue:62748", + "issue:62749", + "issue:62958", + "issue:63189", + "issue:63422", + "issue:63968", + "issue:64351", + "issue:64556", + "issue:64814", + "issue:65125", + "issue:65177", + "issue:65193", + "issue:65329", + "issue:65706", + "issue:65728", + "issue:65790", + "issue:65990", + "issue:66048", + "issue:66391", + "issue:66833", + "issue:67250", + "issue:67261", + "issue:67408", + "issue:67926", + "issue:67949", + "issue:68256", + "issue:68264", + "issue:68520" + ], + "soft_pairs": [ + "issue:54689|issue:63422", + "issue:30818|issue:65790", + "issue:52282|issue:61211", + "issue:37546|issue:53870", + "issue:62568|issue:62748", + "issue:62568|issue:62749", + "issue:68256|issue:68520", + "issue:63968|issue:64351", + "issue:58617|issue:65329", + "issue:63189|issue:67250", + "issue:34656|issue:37142", + "issue:66833|issue:67408", + "issue:33568|issue:35793", + "issue:51144|issue:65728", + "issue:62089|issue:67926", + "issue:64814|issue:66048", + "issue:65125|issue:65990", + "issue:64351|issue:65177", + "issue:50964|issue:65706", + "issue:33271|issue:64556", + "issue:30922|issue:31442", + "issue:37198|issue:53386", + "issue:67949|issue:68264", + "issue:65193|issue:67261", + "issue:62958|issue:66391" + ], + "prepared_review_unit_hash": "e51bb9e44519ee218a3f85c5d46a6d9db05a4cc645cbdf81de3a53aa4ba99ac6", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 25, + "serialized_chars": 35373, + "estimated_input_tokens": 8844, + "estimated_eval_tokens": 17944 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Mostly a mixed cluster of unrelated bugs; only a few pairs are true duplicates around image upload, packaging/runtime deps, wake-hook handling, browser CDP attach, and OpenRouter stream parsing.", + "confidence": 0.69, + "canonical_issue_reason": "62749 is the strongest duplicate anchor in the cluster: it is an exact twin of 62748 and both point to the same packaging/runtime-dependency staging regression. The rest of the items do not form one coherent duplicate set.", + "canonical_pr_reason": null, + "best_issue_reason": "62749 is the best single representative issue because it is the clearest, most explicit duplicate in the cluster and captures the packaging crash/regression most concretely.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:54689", + "right": "issue:63422", + "accept": false, + "reason": "Different products/features: Telegram file sending vs sub-agent exec tool calls. Same release timing is not enough to make them the same bug." + }, + { + "left": "issue:30818", + "right": "issue:65790", + "accept": true, + "reason": "Both describe the Web UI image-send path failing to attach/send images. 'Pasted images not sent' and 'doesn't attach images' look like the same underlying UI upload bug." + }, + { + "left": "issue:52282", + "right": "issue:61211", + "accept": false, + "reason": "Both are Windows/build failures, but one is a pnpm ui:build path issue and the other is a docker build contract-surface failure. Not the same concrete bug." + }, + { + "left": "issue:37546", + "right": "issue:53870", + "accept": false, + "reason": "Completely different areas: message ordering conflict vs package release pending security scan." + }, + { + "left": "issue:62568", + "right": "issue:62748", + "accept": true, + "reason": "Same packaging/runtime-dependency regression: missing staged runtime deps causing global install/package breakage, with 62748 giving the fuller symptom list." + }, + { + "left": "issue:62568", + "right": "issue:62749", + "accept": true, + "reason": "Same packaging/runtime-dependency regression as 62749/62748; 62568 is a shorter report of the same missing dependency staging problem." + }, + { + "left": "issue:68256", + "right": "issue:68520", + "accept": false, + "reason": "Both mention OpenRouter empty responses, but 68256 is tied to per-agent auth-profiles while 68520 is a version-specific provider regression. Too broad to merge confidently." + }, + { + "left": "issue:63968", + "right": "issue:64351", + "accept": false, + "reason": "Different failures: missing qa/scenarios/index.md in packaging versus a QMD sidecar not auto-starting." + }, + { + "left": "issue:58617", + "right": "issue:65329", + "accept": false, + "reason": "Both involve msteams attachments, but one is channel attachment download fallback and the other is DM send/delivery dropping. Different directions and code paths." + }, + { + "left": "issue:63189", + "right": "issue:67250", + "accept": false, + "reason": "Both are UI streaming issues, but one is streaming never ending and the other is text disappearing when tool-call display is hidden. Not the same bug." + }, + { + "left": "issue:34656", + "right": "issue:37142", + "accept": false, + "reason": "Both are 401s, but they affect different providers and scenarios. No shared concrete code path is shown." + }, + { + "left": "issue:66833", + "right": "issue:67408", + "accept": true, + "reason": "Same OpenRouter stream/parser failure family: both describe parsing bugs that produce empty payloads or broken response handling." + }, + { + "left": "issue:33568", + "right": "issue:35793", + "accept": false, + "reason": "Telegram Topics logging and workspace file-reading are unrelated." + }, + { + "left": "issue:51144", + "right": "issue:65728", + "accept": false, + "reason": "Container restart loop/gateway closed is not the same as unauthorized on gateway run." + }, + { + "left": "issue:62089", + "right": "issue:67926", + "accept": false, + "reason": "Both mention tool/raw text rendering, but 67926 is about raw mode being disabled for snapshot safety, not the same failure as tool calls rendering as plain text." + }, + { + "left": "issue:64814", + "right": "issue:66048", + "accept": false, + "reason": "Both concern config handling, but one is pluginConfig being null in register() and the other is restart flattening openclaw.json and ignoring $include. Related area, not same bug." + }, + { + "left": "issue:65125", + "right": "issue:65990", + "accept": true, + "reason": "Both report managed Chrome/CDP attach failure on macOS, while manual CDP works. Same browser attach path problem." + }, + { + "left": "issue:64351", + "right": "issue:65177", + "accept": false, + "reason": "A QMD sidecar startup issue is unrelated to a Feishu botName migration bug." + }, + { + "left": "issue:50964", + "right": "issue:65706", + "accept": false, + "reason": "Cron list closing with 1000 while scheduler runs is not the same as nodes status/list not syncing." + }, + { + "left": "issue:33271", + "right": "issue:64556", + "accept": true, + "reason": "Both are wake-hook bugs: requests/mappings for action=\\\"wake\\\" are mishandled, leading to silent no-op wake behavior." + }, + { + "left": "issue:30922", + "right": "issue:31442", + "accept": false, + "reason": "Different version-reporting/package issues: hardcoded UI version vs installation showing the package version." + }, + { + "left": "issue:37198", + "right": "issue:53386", + "accept": false, + "reason": "Different infinite-loop bugs in different subsystems: cron/gateway restart vs WhatsApp fromMe echo filtering." + }, + { + "left": "issue:67949", + "right": "issue:68264", + "accept": false, + "reason": "Different failures: Ollama/OpenClaw inference mismatch versus canvas/browser visualization rendering." + }, + { + "left": "issue:65193", + "right": "issue:67261", + "accept": false, + "reason": "Both crash, but one is a cron runningAtMs undefined error and the other is a Venice response id/status parsing crash." + }, + { + "left": "issue:62958", + "right": "issue:66391", + "accept": false, + "reason": "Both involve local Ollama/tooling on macOS, but one is agent timeout/hang and the other is a session-ID error in TUI tool calls. Not the same bug." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is well grounded in the packet, and the accepted soft edges are conservative enough given the titles/bodies. The canonical anchor choice (62749) is supported because 62748 and 62749 are identical twins, and the rest of the cluster does look mixed rather than one coherent duplicate set." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 48, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:28222", + "issue:30341", + "issue:32900", + "issue:33554", + "issue:33580", + "issue:35523", + "issue:37036", + "issue:51144", + "issue:53358", + "issue:53575", + "issue:53724", + "issue:53749", + "issue:53755", + "issue:53798", + "issue:53862", + "issue:53925", + "issue:53934", + "issue:53955", + "issue:54013", + "issue:55275", + "issue:57738", + "issue:62049", + "issue:62844", + "issue:63092", + "issue:63561", + "issue:63863", + "issue:64055", + "issue:64188", + "issue:64194", + "issue:64283", + "issue:64618", + "issue:64852", + "issue:65078", + "issue:65529", + "issue:65662", + "issue:65834", + "issue:66017", + "issue:66639", + "issue:66768", + "issue:66797", + "issue:67088", + "issue:67158", + "issue:67170", + "issue:67422", + "issue:68139", + "issue:68154", + "issue:68373", + "issue:68791" + ], + "soft_pairs": [ + "issue:37036|issue:67088", + "issue:53925|issue:64188", + "issue:63092|issue:68373", + "issue:53862|issue:57738", + "issue:53798|issue:67170", + "issue:28222|issue:35523", + "issue:62049|issue:68154", + "issue:65662|issue:67170", + "issue:32900|issue:63863", + "issue:64283|issue:64852", + "issue:53934|issue:65078", + "issue:54013|issue:55275", + "issue:53755|issue:67158", + "issue:64618|issue:65529", + "issue:66017|issue:68139", + "issue:53358|issue:53955", + "issue:63561|issue:65834", + "issue:66768|issue:68791", + "issue:51144|issue:64055", + "issue:53575|issue:66639", + "issue:53724|issue:53749", + "issue:33554|issue:33580", + "issue:53862|issue:66797", + "issue:30341|issue:67422", + "issue:62844|issue:64194" + ], + "prepared_review_unit_hash": "c6bdc5b21fbdce67c6ba42459af44b04ae49c8056f6cba5f280ec43ae5ba944c", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 25, + "serialized_chars": 35723, + "estimated_input_tokens": 8931, + "estimated_eval_tokens": 18118 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Mostly heterogeneous issue set with a few true duplicate pairs around Telegram outbound/message handling and message-tool schema validation; the rest are related only at subsystem level and should stay separate.", + "confidence": 0.64, + "canonical_issue_reason": "Issue #55275 is the strongest representative of the Telegram outbound failure family: it covers both cron announces and echoTranscript, and it captures the shared queue/stalls-until-restart symptom more completely than the narrower sibling reports.", + "canonical_pr_reason": null, + "best_issue_reason": "#55275 is the most actionable anchor issue in this set because it is detailed, specific, and spans multiple affected paths with a clear user-visible failure mode.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:37036", + "right": "issue:67088", + "accept": false, + "reason": "Both mention dashboard GUI detection false positives, but one is Windows/OpenClaw 'Not Found' and the other is macOS SSH_* 'No GUI detected'; different symptoms and likely different code paths." + }, + { + "left": "issue:53925", + "right": "issue:64188", + "accept": false, + "reason": "Both involve github-copilot/gpt-5.x, but one is a /btw runtime failure and the other is a configure-time model-add failure; not the same bug." + }, + { + "left": "issue:63092", + "right": "issue:68373", + "accept": true, + "reason": "Same underlying memory/wiki bridge import failure: #68373 identifies the cache-restore loss of memory capability that explains the '0 artifacts' symptom in #63092." + }, + { + "left": "issue:53862", + "right": "issue:57738", + "accept": false, + "reason": "Both are Telegram delivery problems, but one is multi-account polling drops and the other is a DM-vs-group polling split; the concrete failure modes differ." + }, + { + "left": "issue:53798", + "right": "issue:67170", + "accept": false, + "reason": "Feishu voice duration display and Telegram audio delivery are different features on different channels; no shared underlying bug is evident." + }, + { + "left": "issue:28222", + "right": "issue:35523", + "accept": false, + "reason": "Diagnostics-otel plugin failure and TUI assistant-message rendering are unrelated issues." + }, + { + "left": "issue:62049", + "right": "issue:68154", + "accept": false, + "reason": "Both are false-positive plugin checks, but they target different validations ('allow is empty' vs 'phantom entries') and do not look like one bug." + }, + { + "left": "issue:65662", + "right": "issue:67170", + "accept": false, + "reason": "ElevenLabs audio playback failure and Telegram talk-voice delivery failure are separate code paths." + }, + { + "left": "issue:32900", + "right": "issue:63863", + "accept": false, + "reason": "TUI no-output and chat.history startup delay are different symptoms with different probable causes." + }, + { + "left": "issue:64283", + "right": "issue:64852", + "accept": false, + "reason": "Both concern Google Vertex credentials, but one is credential env loss on reinstall and the other is a version-specific 401 after upgrade; insufficient evidence of the same bug." + }, + { + "left": "issue:53934", + "right": "issue:65078", + "accept": false, + "reason": "URL corruption in web UI and Telegram transcript visibility are unrelated." + }, + { + "left": "issue:54013", + "right": "issue:55275", + "accept": true, + "reason": "Same Telegram outbound/echoTranscript bug family; #55275 is the broader report that explains the silent queueing and restart flush behavior." + }, + { + "left": "issue:53755", + "right": "issue:67158", + "accept": false, + "reason": "Both are openai-codex/model-access issues, but one is catalog/model listing and the other is OAuth model rejection; different failure points." + }, + { + "left": "issue:64618", + "right": "issue:65529", + "accept": false, + "reason": "Gateway cron registration and Microsoft Edge TTS provider registration are unrelated." + }, + { + "left": "issue:66017", + "right": "issue:68139", + "accept": false, + "reason": "Custom image provider recognition and broken localized docs links are unrelated." + }, + { + "left": "issue:53358", + "right": "issue:53955", + "accept": false, + "reason": "Both are memory-index related, but one hangs after batch completion while the other indexes zero files; different failure modes." + }, + { + "left": "issue:63561", + "right": "issue:65834", + "accept": false, + "reason": "Both are false 'unavailable' status reports, but one is about systemd/user services and the other about cron reconciliation; different subsystems." + }, + { + "left": "issue:66768", + "right": "issue:68791", + "accept": false, + "reason": "Empty completed-turn payloads and Windows scheduled-task/gateway unhealthy errors do not describe the same bug." + }, + { + "left": "issue:51144", + "right": "issue:64055", + "accept": false, + "reason": "Container restart loop and arm64 restart port-collision are distinct gateway problems." + }, + { + "left": "issue:53575", + "right": "issue:66639", + "accept": false, + "reason": "Unknown-model vision failure and unsupported minimax image backend are related only by provider name, not by the same concrete bug." + }, + { + "left": "issue:53724", + "right": "issue:53749", + "accept": true, + "reason": "Both point to the same message-tool schema validation bug: required fields are being modeled incorrectly, causing Feishu/message-tool failures." + }, + { + "left": "issue:33554", + "right": "issue:33580", + "accept": false, + "reason": "Discord threadId routing and Google Chat mediaLocalRoots handling are different extension bugs." + }, + { + "left": "issue:53862", + "right": "issue:66797", + "accept": true, + "reason": "Both report Telegram group messages being silently dropped; #66797 is the regression-focused version of the same underlying delivery bug." + }, + { + "left": "issue:30341", + "right": "issue:67422", + "accept": false, + "reason": "Webchat false rate-limit errors and webchat replies not streaming are different issues." + }, + { + "left": "issue:62844", + "right": "issue:64194", + "accept": false, + "reason": "Telegram loader/config read problems and WhatsApp/Telegram config loss after restart are related but not the same failure." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet and stays mostly conservative. The accepted soft pairs are all plausibly the same bug families based on the titles, especially the Telegram outbound/echoTranscript cluster and the message-tool schema pair. I don\u2019t see a clear overstatement that would justify rejecting the cluster." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 49, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:17101", + "issue:28423", + "issue:33166", + "issue:35397", + "issue:36256", + "issue:37299", + "issue:49071", + "issue:49347", + "issue:50651", + "issue:51558", + "issue:51815", + "issue:52265", + "issue:53547", + "issue:53751", + "issue:53753", + "issue:53761", + "issue:53876", + "issue:59205", + "issue:62049", + "issue:62276", + "issue:63602", + "issue:64188", + "issue:64296", + "issue:65067", + "issue:65125", + "issue:65159", + "issue:65516", + "issue:65521", + "issue:65524", + "issue:65678", + "issue:65706", + "issue:65748", + "issue:65863", + "issue:66004", + "issue:66016", + "issue:66017", + "issue:66582", + "issue:66925", + "issue:67438", + "issue:67619", + "issue:67803", + "issue:67972", + "issue:67996", + "issue:68216", + "issue:68336", + "issue:68451", + "issue:68828" + ], + "soft_pairs": [ + "issue:65125|issue:65521", + "issue:49071|issue:67438", + "issue:62276|issue:65067", + "issue:67803|issue:67996", + "issue:33166|issue:49347", + "issue:52265|issue:53876", + "issue:28423|issue:65748", + "issue:52265|issue:68451", + "issue:50651|issue:53753", + "issue:65863|issue:66017", + "issue:59205|issue:68336", + "issue:35397|issue:65516", + "issue:37299|issue:65706", + "issue:66925|issue:68828", + "issue:17101|issue:36256", + "issue:65159|issue:66582", + "issue:51558|issue:64296", + "issue:51815|issue:63602", + "issue:66004|issue:66016", + "issue:53751|issue:53761", + "issue:53547|issue:68216", + "issue:64188|issue:67972", + "issue:65524|issue:67619", + "issue:62049|issue:65678" + ], + "prepared_review_unit_hash": "d27213a44193e14539e432b11a49b3b7e65758cd1ebcfbcdd4cd2f48ee787710", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 24, + "serialized_chars": 34120, + "estimated_input_tokens": 8530, + "estimated_eval_tokens": 17316 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "The set is not one single duplicate cluster; it contains several unrelated bug families. I accepted only the pairs that clearly describe the same underlying issue: Telegram voice transcription, macOS gateway/LaunchAgent entrypoint mismatch, memory bridge capability overwrite, false-positive plugin allowlist warnings, and Codex harness cleanup/lane release behavior.", + "confidence": 0.9, + "canonical_issue_reason": "No single canonical issue fits the full set because the items split into multiple unrelated subsystems and bug types. The accepted duplicate edges each form their own small subcluster.", + "canonical_pr_reason": null, + "best_issue_reason": "No global best issue exists for this mixed set; each accepted subcluster has its own better representative, so triage should be done per pair/subcluster rather than forcing one issue to cover all.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:65125", + "right": "issue:65521", + "accept": false, + "reason": "Both are macOS/Windows browser-launch problems, but they describe different failure modes and platforms; not the same concrete bug." + }, + { + "left": "issue:49071", + "right": "issue:67438", + "accept": false, + "reason": "Feishu workspace duplication and FeiShu QR onboarding failure are different workflows and symptoms." + }, + { + "left": "issue:62276", + "right": "issue:65067", + "accept": false, + "reason": "Port-in-use startup error and Windows onboarding failure are unrelated." + }, + { + "left": "issue:67803", + "right": "issue:67996", + "accept": true, + "reason": "Both describe the Codex harness not cleaning up after a run completes, leaving the session/run active and blocking follow-up interaction." + }, + { + "left": "issue:33166", + "right": "issue:49347", + "accept": false, + "reason": "Both mention pnpm install, but the reports are too generic to establish the same root cause." + }, + { + "left": "issue:52265", + "right": "issue:53876", + "accept": false, + "reason": "Handshake timeout on cron/gateway is a different issue from Telegram channel configuration after upgrade." + }, + { + "left": "issue:28423", + "right": "issue:65748", + "accept": true, + "reason": "Both point to the same macOS service entrypoint drift after update, where service install and doctor disagree about the gateway/LaunchAgent script." + }, + { + "left": "issue:52265", + "right": "issue:68451", + "accept": false, + "reason": "Cron/gateway handshake timeout and a Weixin sidecar killing the gateway are different bugs." + }, + { + "left": "issue:50651", + "right": "issue:53753", + "accept": false, + "reason": "Both involve the model picker, but one is about duplicate model IDs being hidden and the other about combining provider/model IDs when switching models." + }, + { + "left": "issue:65863", + "right": "issue:66017", + "accept": false, + "reason": "A missing docs provider entry is not the same as runtime failure to recognize a custom provider in the image tool." + }, + { + "left": "issue:59205", + "right": "issue:68336", + "accept": false, + "reason": "Ollama Cloud auth 401 and /btw side channel 404 are different endpoints and failure modes." + }, + { + "left": "issue:35397", + "right": "issue:65516", + "accept": false, + "reason": "Podman APT package env handling and missing bundle-a2ui.sh in build packaging are unrelated." + }, + { + "left": "issue:37299", + "right": "issue:65706", + "accept": false, + "reason": "Cron TypeError and node status/list sync problems are different code paths." + }, + { + "left": "issue:66925", + "right": "issue:68828", + "accept": true, + "reason": "Both describe the same memory capability bridge bug: publicArtifacts is not exposed correctly, so the wiki bridge import returns no artifacts." + }, + { + "left": "issue:17101", + "right": "issue:36256", + "accept": true, + "reason": "Both describe Telegram voice messages arriving but not reaching the STT/transcription pipeline." + }, + { + "left": "issue:65159", + "right": "issue:66582", + "accept": false, + "reason": "The second issue is too generic to confidently match the Active Memory plugin triggering problem." + }, + { + "left": "issue:51558", + "right": "issue:64296", + "accept": false, + "reason": "WhatsApp listener access issues and connection-ending-before-open are different failure modes." + }, + { + "left": "issue:51815", + "right": "issue:63602", + "accept": false, + "reason": "Telegram plugin load failure and MCP inputSchema validation failure are unrelated." + }, + { + "left": "issue:66004", + "right": "issue:66016", + "accept": false, + "reason": "Subagent frozenResultText null and cron runningAtMs undefined are different undefined-property bugs." + }, + { + "left": "issue:53751", + "right": "issue:53761", + "accept": false, + "reason": "Google image generation auth/404 failure and missing provider registration are not the same concrete bug." + }, + { + "left": "issue:53547", + "right": "issue:68216", + "accept": false, + "reason": "Workspace bootstrap-file loading and Gemini CLI write permissions to workspace files are different problems." + }, + { + "left": "issue:64188", + "right": "issue:67972", + "accept": false, + "reason": "Copilot add-model failure and npm install failure are unrelated install/config issues." + }, + { + "left": "issue:65524", + "right": "issue:67619", + "accept": false, + "reason": "Deleted sessions remaining executable and lost chat-session context after switching are different session-management bugs." + }, + { + "left": "issue:62049", + "right": "issue:65678", + "accept": true, + "reason": "Both report the same false-positive plugin allowlist/provenance warning in status for installed extensions." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The verdicts are conservative and the summary is grounded in the packet. The accepted pairs are all supported by closely matching subsystem and failure-mode descriptions, while the rejected pairs avoid over-claiming on only superficial similarity (shared keywords like macOS, pnpm, Telegram, or cron)." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 50, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:28222", + "issue:31544", + "issue:42074", + "issue:48479", + "issue:49347", + "issue:52175", + "issue:53295", + "issue:53486", + "issue:53628", + "issue:53687", + "issue:53871", + "issue:57256", + "issue:62470", + "issue:62995", + "issue:63422", + "issue:63561", + "issue:63620", + "issue:63641", + "issue:63657", + "issue:63752", + "issue:64026", + "issue:64055", + "issue:64131", + "issue:64174", + "issue:64188", + "issue:64194", + "issue:64425", + "issue:64551", + "issue:64852", + "issue:64894", + "issue:64939", + "issue:65092", + "issue:65151", + "issue:65159", + "issue:65318", + "issue:66017", + "issue:66516", + "issue:66637", + "issue:66925", + "issue:67088", + "issue:67247", + "issue:67400", + "issue:67917", + "issue:67955", + "issue:67972", + "issue:68120", + "issue:68256", + "issue:68314" + ], + "soft_pairs": [ + "issue:64174|issue:67917", + "issue:68120|issue:68256", + "issue:31544|issue:53628", + "issue:49347|issue:68314", + "issue:52175|issue:65151", + "issue:53295|issue:53486", + "issue:62995|issue:63752", + "issue:63422|issue:67400", + "issue:63657|issue:64194", + "issue:64026|issue:64939", + "issue:64055|issue:64188", + "issue:64551|issue:66637", + "issue:67955|issue:67972", + "issue:48479|issue:62470", + "issue:57256|issue:63561", + "issue:65159|issue:66516", + "issue:65092|issue:66925", + "issue:42074|issue:67088", + "issue:64852|issue:65318", + "issue:63620|issue:64131", + "issue:53687|issue:66017", + "issue:28222|issue:63641", + "issue:53871|issue:67247", + "issue:64425|issue:64894" + ], + "prepared_review_unit_hash": "4823cfcafc638c3d73b929e3ea4739da53c1dd51bca2cbc4e0d0517cf4af2e84", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 34910, + "estimated_input_tokens": 8728, + "estimated_eval_tokens": 17712 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "The set is mostly heterogeneous. I only accepted two soft duplicate pairs: the isolated-session persistence reports, and the memory capability / wiki-bridge import reports. The remaining pairs look related by subsystem or symptom family, but not the same concrete bug.", + "confidence": 0.81, + "canonical_issue_reason": "Issue 65092 is the clearest symptom-first report of the memory capability / wiki-bridge import failure, and it matches the root-cause variant in 66925.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 65092 is the most representative and actionable issue here: it describes the user-visible failure clearly and points to a concrete broken flow (bridge import returning zero artifacts).", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:64174", + "right": "issue:67917", + "accept": false, + "reason": "Both are OpenAI Codex OAuth failures, but they describe different failure modes and environments (403 HTML vs TLS/precheck/runtime fetch issues)." + }, + { + "left": "issue:68120", + "right": "issue:68256", + "accept": false, + "reason": "Both involve OpenRouter empty responses, but one is main chat and the other is non-default agents with per-agent auth profiles; too many path differences to treat as the same bug." + }, + { + "left": "issue:31544", + "right": "issue:53628", + "accept": false, + "reason": "These are unrelated: one is a model-selection warning message, the other is a skill installation environment-variable handling bug." + }, + { + "left": "issue:49347", + "right": "issue:68314", + "accept": false, + "reason": "Both are pnpm install failures, but one is a general install failure and the other is a specific false broken-lockfile error with --no-optional." + }, + { + "left": "issue:52175", + "right": "issue:65151", + "accept": true, + "reason": "Both report isolated runs/sessions not being persisted into sessions.json, causing session visibility/orphaning problems in the same tracking path." + }, + { + "left": "issue:53295", + "right": "issue:53486", + "accept": false, + "reason": "Both are Feishu bugs, but one is text-only send requiring a card param and the other is card JSON rendering as plain text; different concrete defects." + }, + { + "left": "issue:62995", + "right": "issue:63752", + "accept": false, + "reason": "Both are auth-detection complaints, but they affect different providers and auth mechanisms (AWS SDK instance role vs anthropic auth-profiles.json)." + }, + { + "left": "issue:63422", + "right": "issue:67400", + "accept": false, + "reason": "One is broken sub-agent exec tool calls; the other is inability to create persistent sub-agent sessions. Related area, not the same bug." + }, + { + "left": "issue:63657", + "right": "issue:64194", + "accept": false, + "reason": "Both involve restart-related config loss, but one is one-shot cron jobs and the other is WhatsApp/Telegram channel config; too broad to merge." + }, + { + "left": "issue:64026", + "right": "issue:64939", + "accept": false, + "reason": "Different providers and request shapes: llama.cpp/gemma4 400 no body versus Groq audio transcription needing manual multipart serialization." + }, + { + "left": "issue:64055", + "right": "issue:64188", + "accept": false, + "reason": "Completely different failures: port conflict on gateway restart versus Copilot model add failing during configure." + }, + { + "left": "issue:64551", + "right": "issue:66637", + "accept": false, + "reason": "Both mention macOS/node, but one is a missing prepare capability and the other is remote browser proxy behavior; not the same code-path problem." + }, + { + "left": "issue:67955", + "right": "issue:67972", + "accept": false, + "reason": "Unrelated: Slack route 404 versus npm install failure." + }, + { + "left": "issue:48479", + "right": "issue:62470", + "accept": false, + "reason": "Both are google-vertex issues, but one is auth mode selection and the other is empty replies with thinkingConfig/includeThoughts; different bugs." + }, + { + "left": "issue:57256", + "right": "issue:63561", + "accept": false, + "reason": "Both are false status reports, but one concerns openclaw-mem0 availability and the other user systemd availability; different checks and failure causes." + }, + { + "left": "issue:65159", + "right": "issue:66516", + "accept": false, + "reason": "Both mention active memory, but one is memory injection not triggering and the other is a timeout/blocker; not the same underlying defect." + }, + { + "left": "issue:65092", + "right": "issue:66925", + "accept": true, + "reason": "These describe the same memory capability registration bug: plugin state/publicArtifacts are clobbered, so wiki bridge import returns zero artifacts." + }, + { + "left": "issue:42074", + "right": "issue:67088", + "accept": false, + "reason": "Both are macOS dashboard-related, but one is general inaccessibility and the other is a GUI-detection false negative when SSH env vars are present." + }, + { + "left": "issue:64852", + "right": "issue:65318", + "accept": false, + "reason": "Both are 2026.4.10 auth regressions, but one is google-vertex service-account auth and the other is Gemini CLI OAuth; different auth flows." + }, + { + "left": "issue:63620", + "right": "issue:64131", + "accept": false, + "reason": "Likely related UI area, but one is a blocking overlay on the dreaming tab and the other is a vague page display abnormality; not enough to conclude same bug." + }, + { + "left": "issue:53687", + "right": "issue:66017", + "accept": false, + "reason": "Both concern image/media understanding, but one is missing media-understanding provider registration and the other is custom provider recognition in models.providers; too different." + }, + { + "left": "issue:28222", + "right": "issue:63641", + "accept": false, + "reason": "Different plugins and symptoms: diagnostics-otel plugin not working versus /prose command missing." + }, + { + "left": "issue:53871", + "right": "issue:67247", + "accept": false, + "reason": "Both are Telegram issues after upgrades, but one is channel config loss and the other is the native command menu disappearing." + }, + { + "left": "issue:64425", + "right": "issue:64894", + "accept": false, + "reason": "Both are OAuth failures, but they involve different products and error signatures (VPS callback failure versus OpenAI Codex invalid_scope/model.request)." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet and stays conservative. The two accepted soft pairs are well supported by the titles/body snippets, and the rejected pairs do not overclaim equivalence. No mergeability issues arise here since these are issue pairs rather than PR pairs." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 51, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:29367", + "issue:32892", + "issue:34377", + "issue:34631", + "issue:35249", + "issue:36088", + "issue:41972", + "issue:51609", + "issue:52488", + "issue:53235", + "issue:53247", + "issue:53425", + "issue:53430", + "issue:53578", + "issue:53591", + "issue:53705", + "issue:54938", + "issue:56982", + "issue:62844", + "issue:63422", + "issue:63561", + "issue:63816", + "issue:63834", + "issue:63999", + "issue:64894", + "issue:65026", + "issue:65184", + "issue:65315", + "issue:65431", + "issue:65450", + "issue:65695", + "issue:65848", + "issue:66281", + "issue:66381", + "issue:66598", + "issue:66669", + "issue:67093", + "issue:67102", + "issue:67136", + "issue:67158", + "issue:67168", + "issue:67357", + "issue:67817", + "issue:67955", + "issue:68118", + "issue:68436", + "issue:68508" + ], + "soft_pairs": [ + "issue:66381|issue:66598", + "issue:67102|issue:68436", + "issue:53425|issue:67158", + "issue:51609|issue:53425", + "issue:63561|issue:65184", + "issue:41972|issue:54938", + "issue:62844|issue:67168", + "issue:67357|issue:67817", + "issue:65695|issue:66281", + "issue:29367|issue:53705", + "issue:36088|issue:56982", + "issue:53591|issue:63422", + "issue:63999|issue:67093", + "issue:34377|issue:65026", + "issue:35249|issue:68118", + "issue:53235|issue:66669", + "issue:53247|issue:53430", + "issue:52488|issue:63834", + "issue:65431|issue:65450", + "issue:65315|issue:68508", + "issue:34631|issue:67955", + "issue:53425|issue:53578", + "issue:63816|issue:67136", + "issue:65184|issue:65848", + "issue:32892|issue:64894" + ], + "prepared_review_unit_hash": "be8e42fdfeae26657082bedbede658153c3e0a3596fbb9e00f209af25aa74ad5", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 25, + "serialized_chars": 34618, + "estimated_input_tokens": 8655, + "estimated_eval_tokens": 17566 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "A few clear duplicates cluster around webchat/control-UI message leakage and one around message flicker, but most soft pairs are only loosely related by subsystem and should stay separate.", + "confidence": 0.86, + "canonical_issue_reason": "Issue 68508 is the clearest representative of the transcript-leak class: it names the affected surfaces (WebChat / Control UI), the symptom (system event messages leaking into the visible transcript), and the trigger (async exec).", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 68508 is the best overall issue to keep as the canonical representative because it is the most explicit and actionable of the accepted duplicate themes, with a concrete UI leak path and reproducible trigger.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:66381", + "right": "issue:66598", + "accept": true, + "reason": "Same webchat send/render bug: both describe the user message disappearing or flickering right after send and then reappearing." + }, + { + "left": "issue:67102", + "right": "issue:68436", + "accept": false, + "reason": "Both mention OpenRouter/tool-call problems, but one is a Control UI tool-call formatting issue and the other is incomplete payloads; not the same bug." + }, + { + "left": "issue:53425", + "right": "issue:67158", + "accept": false, + "reason": "Both involve openai-codex OAuth/model rejection, but the failure modes differ: invalid tool-name validation vs specific GPT version rejection." + }, + { + "left": "issue:51609", + "right": "issue:53425", + "accept": false, + "reason": "Unrelated bugs: missing python3 in sandbox tools versus Codex OAuth schema validation." + }, + { + "left": "issue:63561", + "right": "issue:65184", + "accept": false, + "reason": "Both are gateway/systemd issues, but one is false status detection and the other is a missing unit-file install failure on migrated systems." + }, + { + "left": "issue:41972", + "right": "issue:54938", + "accept": false, + "reason": "Skills filtering in live sessions and skills snapshot invalidation on restart are different code paths and different symptoms." + }, + { + "left": "issue:62844", + "right": "issue:67168", + "accept": false, + "reason": "Different config bugs in different subsystems: Telegram loader/config reading versus logging.file not being applied." + }, + { + "left": "issue:67357", + "right": "issue:67817", + "accept": false, + "reason": "Discord file-sending behavior and Discord service-token setup are separate issues." + }, + { + "left": "issue:65695", + "right": "issue:66281", + "accept": false, + "reason": "Both are browser/CDP attach failures, but one is connecting to a child Chrome process after start and the other is macOS attach/DevToolsActivePort after update." + }, + { + "left": "issue:29367", + "right": "issue:53705", + "accept": false, + "reason": "Workspace inheritance and destructive delete behavior affect related areas but are not the same underlying bug." + }, + { + "left": "issue:36088", + "right": "issue:56982", + "accept": false, + "reason": "A TUI route error and a doctor/trusted-proxy auth status error are unrelated." + }, + { + "left": "issue:53591", + "right": "issue:63422", + "accept": false, + "reason": "Different tool-call regressions: Kimi/Moonshot payload compatibility versus sub-agent exec tool calls after a later update." + }, + { + "left": "issue:63999", + "right": "issue:67093", + "accept": true, + "reason": "Same underlying symptom: raw tool-call syntax leaks into user-visible messages across different channels." + }, + { + "left": "issue:34377", + "right": "issue:65026", + "accept": true, + "reason": "Same cross-surface reply leak: messages originating in webchat/control UI are fanning out into other transports (Telegram/Discord)." + }, + { + "left": "issue:35249", + "right": "issue:68118", + "accept": false, + "reason": "Browser-enable failure and OpenRouter provider breakage are unrelated." + }, + { + "left": "issue:53235", + "right": "issue:66669", + "accept": false, + "reason": "Both are rendering issues in webchat/control UI, but one is disappearing text messages and the other is missing image-attachment rendering." + }, + { + "left": "issue:53247", + "right": "issue:53430", + "accept": false, + "reason": "WhatsApp plugin crash and styling errors are unrelated." + }, + { + "left": "issue:52488", + "right": "issue:63834", + "accept": false, + "reason": "Both are security-audit false reports, but one is a missing operator.read scope and the other is a bad bundled-file hash probe." + }, + { + "left": "issue:65431", + "right": "issue:65450", + "accept": false, + "reason": "Image-tool config says images are allowed versus image-tool model resolution returning unknown model; different failures." + }, + { + "left": "issue:65315", + "right": "issue:68508", + "accept": true, + "reason": "Same visible-transcript leak in webchat/control UI; 68508 just adds the async-exec trigger and is the clearer report." + }, + { + "left": "issue:34631", + "right": "issue:67955", + "accept": false, + "reason": "Both are webhook 404s, but they affect different integrations and likely different route-registration paths." + }, + { + "left": "issue:53425", + "right": "issue:53578", + "accept": false, + "reason": "Codex OAuth validation error and Gemini per-turn slowness are different bugs." + }, + { + "left": "issue:63816", + "right": "issue:67136", + "accept": false, + "reason": "False-success delivery in WhatsApp media sending versus false-success file writing are separate code paths." + }, + { + "left": "issue:65184", + "right": "issue:65848", + "accept": false, + "reason": "Gateway install/systemd unit issues and skill-install script failures are unrelated." + }, + { + "left": "issue:32892", + "right": "issue:64894", + "accept": false, + "reason": "Both are OpenAI Codex auth/login failures, but the reported errors differ materially: no provider plugins versus invalid_scope/model.request." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The analyst summary stays within the packet and the accepted pairs are conservative: the duplicated webchat/control-UI leak cases are well grounded, and the rejected pairs are mostly distinct failure modes despite superficial subsystem overlap. No clear overstatement of evidence." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 52, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:24662", + "issue:32633", + "issue:32933", + "issue:33143", + "issue:34381", + "issue:34387", + "issue:34659", + "issue:36182", + "issue:51056", + "issue:52173", + "issue:52186", + "issue:52265", + "issue:53578", + "issue:53813", + "issue:55304", + "issue:57672", + "issue:58479", + "issue:60859", + "issue:63189", + "issue:63620", + "issue:64756", + "issue:64765", + "issue:65078", + "issue:65204", + "issue:65309", + "issue:65488", + "issue:65515", + "issue:65571", + "issue:65678", + "issue:66006", + "issue:66017", + "issue:66099", + "issue:66202", + "issue:66203", + "issue:66493", + "issue:66516", + "issue:66669", + "issue:66699", + "issue:67081", + "issue:67084", + "issue:67100", + "issue:67104", + "issue:67170", + "issue:67314", + "issue:67334", + "issue:67366", + "issue:67875" + ], + "soft_pairs": [ + "issue:36182|issue:51056", + "issue:52265|issue:55304", + "issue:32633|issue:67875", + "issue:65204|issue:65571", + "issue:66699|issue:67104", + "issue:63620|issue:64756", + "issue:32933|issue:34381", + "issue:58479|issue:63189", + "issue:67100|issue:67366", + "issue:66006|issue:67081", + "issue:53578|issue:65078", + "issue:34387|issue:34659", + "issue:65204|issue:66099", + "issue:65488|issue:67314", + "issue:52186|issue:67170", + "issue:57672|issue:66203", + "issue:52173|issue:66017", + "issue:60859|issue:66493", + "issue:65515|issue:65678", + "issue:33143|issue:53813", + "issue:24662|issue:66669", + "issue:65309|issue:67084", + "issue:64765|issue:66516", + "issue:66202|issue:67334" + ], + "prepared_review_unit_hash": "4a0e08d66fee849373f589a1b42bbb2baaf76c33f693c0039b147cb05c53d9ee", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 24, + "serialized_chars": 34097, + "estimated_input_tokens": 8525, + "estimated_eval_tokens": 17306 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This set is mostly heterogeneous, with several false-positive similarity links across unrelated bugs. A few pairs do share the same underlying code path or regression pattern, especially around OpenRouter auth, Chrome/CDP startup, web_fetch fake-IP handling, provenance warnings, heartbeat/context bleed, and active-memory timeout behavior.", + "confidence": 0.71, + "canonical_issue_reason": "No single canonical issue cleanly covers the whole set; if one anchor is needed, issue 51056 is the strongest because it is concrete, high-signal, and has the clearest reproducible 401/auth-header failure description.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 51056 is the best standalone issue here: it is specific, well-discussed, and represents a clear actionable bug rather than a vague symptom report.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:36182", + "right": "issue:51056", + "accept": true, + "reason": "Both point to the OpenRouter 401/auth-header path; the Perplexity Search API failure plausibly shares the same missing-auth bug." + }, + { + "left": "issue:52265", + "right": "issue:55304", + "accept": false, + "reason": "Both mention gateway timing/restart failures, but one is a CLI handshake timeout and the other is silent Telegram-channel initialization after restart; too different to treat as the same bug." + }, + { + "left": "issue:32633", + "right": "issue:67875", + "accept": false, + "reason": "These are distinct persistence regressions affecting different config fields and failure modes on restart." + }, + { + "left": "issue:65204", + "right": "issue:65571", + "accept": true, + "reason": "Both describe Chrome/CDP startup failure on Linux; 65571 looks like a more specific instance of the same launch problem." + }, + { + "left": "issue:66699", + "right": "issue:67104", + "accept": false, + "reason": "Both are Telegram command-menu issues, but one is payload-budget failure and the other is startup-state/commands.native logic; not the same bug." + }, + { + "left": "issue:63620", + "right": "issue:64756", + "accept": false, + "reason": "Both concern the Dreaming page UI, but one is an overlay blocking the page and the other is stray text/layout; related area but not the same defect." + }, + { + "left": "issue:32933", + "right": "issue:34381", + "accept": false, + "reason": "These are separate gateway-related symptoms: one loses an exec result on restart, the other loses agent bindings after restart." + }, + { + "left": "issue:58479", + "right": "issue:63189", + "accept": false, + "reason": "Approval/exec consumption and streaming-never-ends are unrelated behaviors." + }, + { + "left": "issue:67100", + "right": "issue:67366", + "accept": false, + "reason": "Both are onboarding TypeErrors, but they happen in different flows with different triggers." + }, + { + "left": "issue:66006", + "right": "issue:67081", + "accept": false, + "reason": "Both are webchat display timing issues, but one is auto-scroll and the other is delayed message rendering; too broad to call duplicate." + }, + { + "left": "issue:53578", + "right": "issue:65078", + "accept": false, + "reason": "These are different product areas and different regressions; only the version-upgrade context is shared." + }, + { + "left": "issue:34387", + "right": "issue:34659", + "accept": false, + "reason": "Unrelated: filesystem/path lookup versus TUI reply rendering." + }, + { + "left": "issue:65204", + "right": "issue:66099", + "accept": false, + "reason": "Both involve Chrome/CDP startup, but one cannot start Chrome while the other reports an unreachable websocket after start; similar subsystem, not clearly the same bug." + }, + { + "left": "issue:65488", + "right": "issue:67314", + "accept": true, + "reason": "67314 explicitly describes the heartbeat-model-bleed root cause behind the context-limit symptom; these look like the same underlying bug." + }, + { + "left": "issue:52186", + "right": "issue:67170", + "accept": false, + "reason": "Both are audio/voice-related, but one is wrong voice playback and the other is Telegram delivery failure; different code paths." + }, + { + "left": "issue:57672", + "right": "issue:66203", + "accept": false, + "reason": "Tool-call ID validation through OpenRouter is not the same as cron corrupting model IDs." + }, + { + "left": "issue:52173", + "right": "issue:66017", + "accept": false, + "reason": "These are separate provider/model UI issues; one is a model-switcher prefix bug, the other is image tool provider recognition." + }, + { + "left": "issue:60859", + "right": "issue:66493", + "accept": true, + "reason": "Both report web_fetch being blocked by fake-IP/private-IP handling in proxy environments; the later issue adds a variant of the same restriction." + }, + { + "left": "issue:65515", + "right": "issue:65678", + "accept": true, + "reason": "Both are false-positive provenance/allowlist warnings for installed plugins/extensions, with the same underlying status-validation problem." + }, + { + "left": "issue:33143", + "right": "issue:53813", + "accept": true, + "reason": "Both describe tool-call argument loss across repeated/multi-tool invocations, which suggests the same state-carryover bug in exec/tool-call handling." + }, + { + "left": "issue:24662", + "right": "issue:66669", + "accept": false, + "reason": "Both involve webchat images, but one is paste-to-agent delivery and the other is rendering of user-sent attachments; similar area, not clearly the same bug." + }, + { + "left": "issue:65309", + "right": "issue:67084", + "accept": true, + "reason": "Both tie Active Memory to session/turn timeouts; the later report looks like the same timeout regression surfacing as spam." + }, + { + "left": "issue:64765", + "right": "issue:66516", + "accept": false, + "reason": "Active Memory returning NONE for a stored preference and a generic Active Memory timeout are different failure modes." + }, + { + "left": "issue:66202", + "right": "issue:67334", + "accept": false, + "reason": "Model availability after upgrade and Ollama session timeout are distinct regressions." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The review is grounded in the packet and stays mostly conservative. The accepted soft edges are limited to close title-level matches within the same subsystem or symptom cluster, and the rejected ones are appropriately separated. The summary also correctly characterizes the set as mostly heterogeneous without overstating canonical coverage." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 53, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:17101", + "issue:29809", + "issue:30922", + "issue:31100", + "issue:32638", + "issue:33119", + "issue:34908", + "issue:52265", + "issue:52292", + "issue:53862", + "issue:53871", + "issue:54629", + "issue:57033", + "issue:59228", + "issue:59943", + "issue:61211", + "issue:62967", + "issue:63540", + "issue:64425", + "issue:64698", + "issue:64710", + "issue:64765", + "issue:64802", + "issue:65045", + "issue:65309", + "issue:65611", + "issue:65701", + "issue:65832", + "issue:66262", + "issue:66582", + "issue:66611", + "issue:66624", + "issue:66637", + "issue:67166", + "issue:67170", + "issue:67336", + "issue:67406", + "issue:67435", + "issue:67487", + "issue:67575", + "issue:67756", + "issue:67989", + "issue:68056", + "issue:68124", + "issue:68520", + "issue:68536", + "issue:68784" + ], + "soft_pairs": [ + "issue:29809|issue:67487", + "issue:53862|issue:64698", + "issue:31100|issue:63540", + "issue:30922|issue:34908", + "issue:57033|issue:65701", + "issue:66637|issue:67336", + "issue:66262|issue:68784", + "issue:67575|issue:68520", + "issue:66624|issue:68124", + "issue:67756|issue:67989", + "issue:52265|issue:53871", + "issue:32638|issue:62967", + "issue:65611|issue:66611", + "issue:64765|issue:66582", + "issue:68056|issue:68536", + "issue:61211|issue:64802", + "issue:64710|issue:65309", + "issue:17101|issue:67170", + "issue:59943|issue:67406", + "issue:54629|issue:59228", + "issue:64425|issue:65045", + "issue:57033|issue:67435", + "issue:33119|issue:67166", + "issue:52292|issue:65832" + ], + "prepared_review_unit_hash": "b9208857b9905e16bf5eda4f21b57f8499b95eb91efb85d538a397d5377ff37a", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 24, + "serialized_chars": 34230, + "estimated_input_tokens": 8558, + "estimated_eval_tokens": 17372 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Mostly a mixed cluster of unrelated bugs; only a couple of soft pairs look like true duplicates. The strongest duplicate match is the OpenRouter empty-response reports, and there is also a likely duplicate around Ollama image-model recognition.", + "confidence": 0.79, + "canonical_issue_reason": "No single issue cleanly subsumes the whole cluster. If one representative is needed, 67575 is the best anchor because it states the concrete OpenRouter failure mode and aligns with the closest duplicate report.", + "canonical_pr_reason": null, + "best_issue_reason": "67575 is the clearest representative issue: it has the most concrete symptom description (payloads=0 / incomplete turn) and the strongest match to another report in the cluster.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:29809", + "right": "issue:67487", + "accept": false, + "reason": "Different problems in the Control UI: one is an origin allowlist error from gateway hosting, the other is image attachments not displaying." + }, + { + "left": "issue:53862", + "right": "issue:64698", + "accept": false, + "reason": "Both are Telegram bugs, but one is multi-account polling dropping group messages and the other is requireMention being ignored." + }, + { + "left": "issue:31100", + "right": "issue:63540", + "accept": false, + "reason": "Different providers and media paths: Feishu TTS opus/mp3 format mismatch vs MiniMax TTS voiceCompatible for Telegram voice messages." + }, + { + "left": "issue:30922", + "right": "issue:34908", + "accept": false, + "reason": "Both mention version badges, but they affect different UIs/releases and do not clearly share the same code path." + }, + { + "left": "issue:57033", + "right": "issue:65701", + "accept": false, + "reason": "One is a provider request-shape bug for Gemini/Google; the other is Telegram duplicate message delivery." + }, + { + "left": "issue:66637", + "right": "issue:67336", + "accept": false, + "reason": "Both are macOS/browser-proxy related, but one is remote-mode proxy failure and the other is SSH path rewriting; not clearly the same bug." + }, + { + "left": "issue:66262", + "right": "issue:68784", + "accept": false, + "reason": "Both involve Codex, but one is stale thread binding after gateway reset while the other is missing approval/input prompts and MCP rejection." + }, + { + "left": "issue:67575", + "right": "issue:68520", + "accept": true, + "reason": "Same underlying OpenRouter failure: responses arrive but the turn stays empty/payloads=0; 68520 is the same symptom with a version note." + }, + { + "left": "issue:66624", + "right": "issue:68124", + "accept": false, + "reason": "Different TypeErrors in different flows: channel selection during onboarding vs agent:bootstrap hook." + }, + { + "left": "issue:67756", + "right": "issue:67989", + "accept": false, + "reason": "Both are routing issues, but one is cron model-prefix handling and the other is OpenRouter model routing; distinct failures." + }, + { + "left": "issue:52265", + "right": "issue:53871", + "accept": false, + "reason": "A CLI handshake timeout is unrelated to Telegram channel configuration after upgrade." + }, + { + "left": "issue:32638", + "right": "issue:62967", + "accept": false, + "reason": "Both mention reasoning_effort 400s, but the providers/models and required values differ enough that these look like separate compatibility bugs." + }, + { + "left": "issue:65611", + "right": "issue:66611", + "accept": false, + "reason": "Very similar attachOnly/CDP wording, but the profile types differ (manual-cdp vs browser) and the exact failure mode is not clearly the same." + }, + { + "left": "issue:64765", + "right": "issue:66582", + "accept": false, + "reason": "One is a specific Active Memory lookup returning NONE; the other is too generic to confirm the same defect." + }, + { + "left": "issue:68056", + "right": "issue:68536", + "accept": false, + "reason": "One is duplicate WhatsApp media replies; the other is filename loss during reply-media staging." + }, + { + "left": "issue:61211", + "right": "issue:64802", + "accept": false, + "reason": "Build failure in a WhatsApp contract file vs a Railway image version update request." + }, + { + "left": "issue:64710", + "right": "issue:65309", + "accept": false, + "reason": "One is an Ollama agent timeout, the other is Active Memory causing direct-chat delays/timeouts across models." + }, + { + "left": "issue:17101", + "right": "issue:67170", + "accept": false, + "reason": "Telegram voice transcription failure vs Telegram audio delivery failure are different directions and different bugs." + }, + { + "left": "issue:59943", + "right": "issue:67406", + "accept": true, + "reason": "Both describe the image tool failing to recognize Ollama vision/image-capable models; same underlying model-resolution bug." + }, + { + "left": "issue:54629", + "right": "issue:59228", + "accept": false, + "reason": "A status slash command rendering problem is not the same as slash-command argument stripping in routing." + }, + { + "left": "issue:64425", + "right": "issue:65045", + "accept": false, + "reason": "Different OAuth callback failures with different causes and scopes." + }, + { + "left": "issue:57033", + "right": "issue:67435", + "accept": false, + "reason": "Unrelated provider bugs: Gemini rejects an OpenAI-only field, while Ollama prepends the wrong model prefix." + }, + { + "left": "issue:33119", + "right": "issue:67166", + "accept": false, + "reason": "One is a bug about AI-agent image attachments in Control UI; the other is a feature request for inline user-sent images in WebChat." + }, + { + "left": "issue:52292", + "right": "issue:65832", + "accept": false, + "reason": "Duplicate image sends from auto-attached MEDIA: output is unrelated to custom-provider model registry recognition failures." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is conservative and grounded in the packet. It does not overclaim cluster unification, and the only accepted soft pairs are well-supported by the issue titles/symptoms: 67575/68520 on OpenRouter empty responses and 59943/67406 on Ollama image-model recognition. The rejected pairs also read as appropriately cautious rather than speculative." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 54, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:31246", + "issue:34776", + "issue:35283", + "issue:42870", + "issue:51175", + "issue:51557", + "issue:51558", + "issue:51656", + "issue:52282", + "issue:53162", + "issue:53578", + "issue:53687", + "issue:53739", + "issue:53785", + "issue:53870", + "issue:53925", + "issue:54253", + "issue:57072", + "issue:59205", + "issue:61589", + "issue:62296", + "issue:62920", + "issue:63345", + "issue:64250", + "issue:64523", + "issue:65067", + "issue:65102", + "issue:65347", + "issue:65510", + "issue:65514", + "issue:65516", + "issue:65529", + "issue:65611", + "issue:65659", + "issue:65848", + "issue:65950", + "issue:66050", + "issue:66065", + "issue:66097", + "issue:66492", + "issue:66892", + "issue:66982", + "issue:67334", + "issue:67684", + "issue:67745", + "issue:68394", + "issue:68513", + "issue:68735" + ], + "soft_pairs": [ + "issue:59205|issue:67334", + "issue:66050|issue:66097", + "issue:65102|issue:65848", + "issue:51557|issue:65950", + "issue:66492|issue:66982", + "issue:51558|issue:53162", + "issue:53687|issue:65529", + "issue:57072|issue:65611", + "issue:65514|issue:66892", + "issue:31246|issue:34776", + "issue:53578|issue:53739", + "issue:53785|issue:63345", + "issue:64523|issue:68394", + "issue:53925|issue:65510", + "issue:65067|issue:67684", + "issue:65611|issue:66065", + "issue:62296|issue:62920", + "issue:53870|issue:64250", + "issue:54253|issue:68735", + "issue:35283|issue:65659", + "issue:51175|issue:65347", + "issue:42870|issue:67745", + "issue:52282|issue:65516", + "issue:61589|issue:66065", + "issue:51656|issue:68513" + ], + "prepared_review_unit_hash": "27afe39c6706125eb45f3d47ff4382a2b118aef03f4071200866d31bb34a211c", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 25, + "serialized_chars": 35494, + "estimated_input_tokens": 8874, + "estimated_eval_tokens": 18004 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Most pairs are only superficially similar and should stay separate. I\u2019d accept 4 soft duplicate pairs: missing async-result context in relay sessions, WhatsApp listener routing failures, session persistence loss on restart, and managed-browser CDP reachability regressions. No PRs were present.", + "confidence": 0.81, + "canonical_issue_reason": "issue:66065 is the clearest, most specific report of the managed-browser/CDP regression and best anchors that duplicate pair.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:66065 is the strongest representative issue in the set: concrete regression, clear environment, and a narrow actionable failure mode.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:59205", + "right": "issue:67334", + "accept": false, + "reason": "Both are Ollama-related, but one is auth 401 after update and the other is a timeout/session issue; different bugs." + }, + { + "left": "issue:66050", + "right": "issue:66097", + "accept": false, + "reason": "Both involve CDP reachability, but one is a managed-browser connection failure and the other is an attachOnly profile misclassified as not running; not clearly the same defect." + }, + { + "left": "issue:65102", + "right": "issue:65848", + "accept": false, + "reason": "One is about security settings not enabling inline Python; the other is a skills-install failure on Windows. Different code paths." + }, + { + "left": "issue:51557", + "right": "issue:65950", + "accept": false, + "reason": "Both mention cron/isolated sessions, but one is a compatibility/skill/browser issue and the other is incorrect status reporting for incomplete work." + }, + { + "left": "issue:66492", + "right": "issue:66982", + "accept": true, + "reason": "Both describe missing async result/context in relay completion flows causing confused replies or orphan sessions; same underlying session-context bug." + }, + { + "left": "issue:51558", + "right": "issue:53162", + "accept": true, + "reason": "Both point to the WhatsApp Web listener being present but unusable to downstream delivery/handler logic; same listener-routing failure." + }, + { + "left": "issue:53687", + "right": "issue:65529", + "accept": false, + "reason": "Different providers and features: media-understanding fallback versus Edge TTS registration." + }, + { + "left": "issue:57072", + "right": "issue:65611", + "accept": false, + "reason": "UI route/session desync is unrelated to CDP attach detection." + }, + { + "left": "issue:65514", + "right": "issue:66892", + "accept": false, + "reason": "Both involve MiniMax/LCM, but one is tokenBudget forwarding and the other is tool-call ID formatting; distinct failures." + }, + { + "left": "issue:31246", + "right": "issue:34776", + "accept": false, + "reason": "Both are Discord slash-command bugs, but one is message-tool send blocking resolution and the other is allowFrom causing unauthorized-user timeout." + }, + { + "left": "issue:53578", + "right": "issue:53739", + "accept": false, + "reason": "Same release window, but one is OAuth slowness and the other is Feishu message routing failure after plugin install." + }, + { + "left": "issue:53785", + "right": "issue:63345", + "accept": false, + "reason": "Package binary bundling on Linux is not the same as matrix plugin missing-key errors." + }, + { + "left": "issue:64523", + "right": "issue:68394", + "accept": false, + "reason": "One re-injects assistant responses as user input; the other drops image messages after assistant completion. Different UI bugs." + }, + { + "left": "issue:53925", + "right": "issue:65510", + "accept": false, + "reason": "Different failures: /btw model-specific command issue versus SecretRef handling for Firecrawl API keys." + }, + { + "left": "issue:65067", + "right": "issue:67684", + "accept": false, + "reason": "The generic Windows onboarding failure and the specific undefined.trim error could be related, but the evidence is too broad to treat as the same bug." + }, + { + "left": "issue:62296", + "right": "issue:62920", + "accept": false, + "reason": "One is a hook not firing; the other is a cron never being created. Related area, but not the same defect." + }, + { + "left": "issue:53870", + "right": "issue:64250", + "accept": false, + "reason": "Package security-scan status is unrelated to conversation context limit resets." + }, + { + "left": "issue:54253", + "right": "issue:68735", + "accept": false, + "reason": "One is a RISC-V runtime/request failure; the other is provider schema/tool-payload rejection. Different root causes." + }, + { + "left": "issue:35283", + "right": "issue:65659", + "accept": true, + "reason": "Both describe session persistence/restoration loss on restart, with missing session metadata as the likely common root cause." + }, + { + "left": "issue:51175", + "right": "issue:65347", + "accept": false, + "reason": "Both are OAuth failures, but the reported errors and failure stages differ materially." + }, + { + "left": "issue:42870", + "right": "issue:67745", + "accept": false, + "reason": "Cloudflare 403 with backticks is a request-shaping issue, not the same as tool_calls not executing." + }, + { + "left": "issue:52282", + "right": "issue:65516", + "accept": false, + "reason": "Windows command-path quoting failure and missing installed script are distinct build/package problems." + }, + { + "left": "issue:61589", + "right": "issue:66065", + "accept": true, + "reason": "Both report managed-browser CDP reachability detection failing even though Chromium is alive, making them strong duplicates." + }, + { + "left": "issue:51656", + "right": "issue:68513", + "accept": false, + "reason": "One is incorrect tool routing when the primary model lacks vision; the other is image attachments being dropped in UI fallback handling." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet and the accepted soft pairs are conservative: each accepted pair is supported by closely aligned titles and failure modes (session context loss, WhatsApp listener routing, restart/session restoration, and managed-browser CDP reachability). The rejected pairs are also mostly well-justified as distinct bugs. No PRs were present, so the PR-mergeability constraint is not implicated." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 55, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:30308", + "issue:30818", + "issue:31096", + "issue:31275", + "issue:32113", + "issue:32712", + "issue:41972", + "issue:44778", + "issue:47650", + "issue:49059", + "issue:51158", + "issue:51175", + "issue:51578", + "issue:51728", + "issue:52605", + "issue:53318", + "issue:53365", + "issue:53591", + "issue:53623", + "issue:53666", + "issue:53697", + "issue:53729", + "issue:53907", + "issue:53934", + "issue:60087", + "issue:60102", + "issue:62819", + "issue:62880", + "issue:63345", + "issue:63693", + "issue:63816", + "issue:64226", + "issue:64425", + "issue:64528", + "issue:65117", + "issue:65247", + "issue:65678", + "issue:65832", + "issue:65835", + "issue:65836", + "issue:66523", + "issue:66626", + "issue:66972", + "issue:67817", + "issue:68228", + "issue:68479", + "issue:68508" + ], + "soft_pairs": [ + "issue:32113|issue:62880", + "issue:51728|issue:53907", + "issue:60102|issue:66972", + "issue:65247|issue:68508", + "issue:65832|issue:68228", + "issue:66523|issue:67817", + "issue:41972|issue:49059", + "issue:51158|issue:63345", + "issue:53365|issue:53666", + "issue:64226|issue:65117", + "issue:31275|issue:64528", + "issue:47650|issue:52605", + "issue:65835|issue:66626", + "issue:65836|issue:66626", + "issue:53591|issue:68479", + "issue:30308|issue:32712", + "issue:51175|issue:64425", + "issue:44778|issue:60087", + "issue:53729|issue:63816", + "issue:53318|issue:53697", + "issue:63693|issue:65678", + "issue:30818|issue:53934", + "issue:31096|issue:62819", + "issue:51578|issue:53623" + ], + "prepared_review_unit_hash": "91a2b889e92c7ce7a9b52c9b39732bf6b217d83f12925e4072a1c7aee98b9d22", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 24, + "serialized_chars": 34229, + "estimated_input_tokens": 8558, + "estimated_eval_tokens": 17372 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Mostly heterogeneous issue set; the only explicit duplicate is 65835/65836. A few soft pairs look like the same concrete bug family (Feishu card schema, WhatsApp media send, config secret leakage), but most others are adjacent symptoms in different code paths and should stay separate.", + "confidence": 0.78, + "canonical_issue_reason": "issue:65835 is the strongest canonical issue because it has an explicit duplicate reference from 65836 and a clear, security-relevant description of the config.get secret exposure bug.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:65835 is the best cluster anchor: concrete repro, explicit duplicate evidence, and it cleanly represents one of the few confirmed duplicate families in an otherwise mixed set.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:32113", + "right": "issue:62880", + "accept": false, + "reason": "Both are missing-package-file bugs, but they affect different packages/files and likely different publish pipelines." + }, + { + "left": "issue:51728", + "right": "issue:53907", + "accept": false, + "reason": "Different products and failure modes: WebChat attachment delivery vs WhatsApp breaking after upgrade." + }, + { + "left": "issue:60102", + "right": "issue:66972", + "accept": false, + "reason": "Both mention stale ACP/session binding, but one is Telegram DM pinning and the other is /new being blocked; too different to treat as the same bug." + }, + { + "left": "issue:65247", + "right": "issue:68508", + "accept": false, + "reason": "Both involve transcript/system-message leakage, but the triggers and code paths differ: history replay vs async exec." + }, + { + "left": "issue:65832", + "right": "issue:68228", + "accept": false, + "reason": "Related custom-provider/image themes, but one is model registry/provider recognition and the other is WebChat paste handling; not the same concrete bug." + }, + { + "left": "issue:66523", + "right": "issue:67817", + "accept": false, + "reason": "Windows env-var handling bug vs missing service environment variable in setup; different root causes." + }, + { + "left": "issue:41972", + "right": "issue:49059", + "accept": false, + "reason": "Both are skills/session issues, but one is filter application in live gateway sessions and the other is snapshot refresh after restart." + }, + { + "left": "issue:51158", + "right": "issue:63345", + "accept": false, + "reason": "Matrix inbound routing drop vs missing keys message; likely related area, but not the same failure." + }, + { + "left": "issue:53365", + "right": "issue:53666", + "accept": false, + "reason": "Completely unrelated subsystems: openclaw-weixin login QR failure vs memory index regression." + }, + { + "left": "issue:64226", + "right": "issue:65117", + "accept": true, + "reason": "Both describe the same WhatsApp outbound media-sending failure: silent media send loss in the web-outbound/message-tool path." + }, + { + "left": "issue:31275", + "right": "issue:64528", + "accept": false, + "reason": "Same session-memory hook family, but different bug surfaces: /new hook not triggered vs workspace isolation being ignored." + }, + { + "left": "issue:47650", + "right": "issue:52605", + "accept": false, + "reason": "52605 matches one sub-bug mentioned inside the broader 47650 bundle, but 47650 is a multi-bug umbrella issue rather than the same single defect." + }, + { + "left": "issue:65835", + "right": "issue:66626", + "accept": true, + "reason": "Same config.get secret-leak bug family: plaintext API keys via sourceConfig/runtimeConfig paths." + }, + { + "left": "issue:65836", + "right": "issue:66626", + "accept": true, + "reason": "65836 is the duplicate of 65835, and 66626 describes the same secret exposure in config.get with broader paths." + }, + { + "left": "issue:53591", + "right": "issue:68479", + "accept": false, + "reason": "Different regressions and tools: kimi-coding tool args vs cron sessions losing the message tool." + }, + { + "left": "issue:30308", + "right": "issue:32712", + "accept": false, + "reason": "Both are Feishu message parsing bugs, but one is general receive-message formatting and the other is quoted card content retrieval with @mentions." + }, + { + "left": "issue:51175", + "right": "issue:64425", + "accept": false, + "reason": "Unrelated auth failures: openai-codex country/region OAuth error vs VPS callback failure." + }, + { + "left": "issue:44778", + "right": "issue:60087", + "accept": false, + "reason": "Both mention gateway crashes, but the triggering paths differ: Feishu image-to-tool routing vs exec tool invocation." + }, + { + "left": "issue:53729", + "right": "issue:63816", + "accept": false, + "reason": "Both are WhatsApp outbound issues, but one is outbound echoing back inbound and the other is media delivery success-without-file." + }, + { + "left": "issue:53318", + "right": "issue:53697", + "accept": true, + "reason": "Same Feishu schema bug: the card field is incorrectly required, breaking media/filepath sends." + }, + { + "left": "issue:63693", + "right": "issue:65678", + "accept": false, + "reason": "Both are false-positive allowlist/provenance warnings, but they refer to different warning sources and conditions." + }, + { + "left": "issue:30818", + "right": "issue:53934", + "accept": false, + "reason": "Web UI bugs in different places: pasted images not reaching backend vs URL text corruption." + }, + { + "left": "issue:31096", + "right": "issue:62819", + "accept": false, + "reason": "Different platforms and errors: Telegram 403 send failure vs QQ isolated-session send failure." + }, + { + "left": "issue:51578", + "right": "issue:53623", + "accept": false, + "reason": "Both are voice-message feature requests, but for different integrations (Feishu vs openclaw-weixin) and not the same change." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "Grounded overall: the summary reflects the packet, correctly centers the explicit duplicate pair 65835/65836, and the accepted soft pairs are reasonably supported by the titles/body descriptions. The rejected pairs are phrased conservatively and do not overclaim identity." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 56, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:33354", + "issue:34527", + "issue:35119", + "issue:35160", + "issue:35306", + "issue:36088", + "issue:37299", + "issue:42614", + "issue:43419", + "issue:43680", + "issue:50651", + "issue:52405", + "issue:53162", + "issue:53174", + "issue:53365", + "issue:53397", + "issue:53517", + "issue:53758", + "issue:53797", + "issue:57033", + "issue:62470", + "issue:63274", + "issue:63980", + "issue:64238", + "issue:64272", + "issue:64309", + "issue:64425", + "issue:64528", + "issue:64802", + "issue:65335", + "issue:65443", + "issue:65448", + "issue:65653", + "issue:65662", + "issue:65790", + "issue:65869", + "issue:65950", + "issue:66124", + "issue:67327", + "issue:67598", + "issue:67955", + "issue:67984", + "issue:68013", + "issue:68027", + "issue:68028", + "issue:68074", + "issue:68102" + ], + "soft_pairs": [ + "issue:53162|issue:63274", + "issue:42614|issue:57033", + "issue:43680|issue:67598", + "issue:65950|issue:67327", + "issue:66124|issue:68028", + "issue:50651|issue:53758", + "issue:43419|issue:53517", + "issue:33354|issue:64528", + "issue:62470|issue:65448", + "issue:65335|issue:65869", + "issue:65790|issue:68102", + "issue:64272|issue:65443", + "issue:36088|issue:67955", + "issue:64238|issue:64802", + "issue:64425|issue:68027", + "issue:65653|issue:68074", + "issue:63980|issue:64309", + "issue:34527|issue:65662", + "issue:35306|issue:52405", + "issue:53174|issue:53797", + "issue:67984|issue:68013", + "issue:53397|issue:68028", + "issue:35119|issue:35160", + "issue:37299|issue:53365" + ], + "prepared_review_unit_hash": "f19f618aedc98e6dab3032eebcf1c418c2d8daca64f9a8f49d88785dd75b43a2", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 24, + "serialized_chars": 34529, + "estimated_input_tokens": 8633, + "estimated_eval_tokens": 17522 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This set is mostly a grab bag of unrelated issues; only a few soft pairs look like true duplicates. The strongest duplicate clusters are the Codex fallback bug, the control-UI model dropdown bug, the Dreaming/wiki RPC bug, and the webchat image-attachment bug.", + "confidence": 0.81, + "canonical_issue_reason": "Issue 35160 is the clearest root-cause formulation in the set: it names the retryability/fallback classification problem directly, while 35119 is the broader symptom report.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 35160 is the best canonical anchor because it is specific, actionable, and describes the failure mode more precisely than the sibling symptom-only report.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:53162", + "right": "issue:63274", + "accept": false, + "reason": "Both are cron delivery failures, but they affect different channels (WhatsApp vs Telegram) and do not look like the same underlying bug." + }, + { + "left": "issue:42614", + "right": "issue:57033", + "accept": false, + "reason": "Both are provider-specific Responses API incompatibilities, but they involve different fields and different providers, so this is too broad to merge." + }, + { + "left": "issue:43680", + "right": "issue:67598", + "accept": false, + "reason": "Both mention model overrides being ignored, but one is agent config and the other is cron payload isolation; different code paths and likely different bugs." + }, + { + "left": "issue:65950", + "right": "issue:67327", + "accept": false, + "reason": "These are different subsystems: isolated cron status reporting versus memory-wiki bridge artifact counts." + }, + { + "left": "issue:66124", + "right": "issue:68028", + "accept": false, + "reason": "Dreaming config-write validation and tavily SecretRef runtime handling are unrelated failures." + }, + { + "left": "issue:50651", + "right": "issue:53758", + "accept": true, + "reason": "Both describe the control UI model dropdown mishandling duplicate model IDs / selection display, which looks like the same UI bug." + }, + { + "left": "issue:43419", + "right": "issue:53517", + "accept": false, + "reason": "Both are installation issues, but one is a git-sourced transitive dependency problem and the other is missing peer-dependency installation; different fixes." + }, + { + "left": "issue:33354", + "right": "issue:64528", + "accept": false, + "reason": "Workspace skill loading at agent startup is unrelated to session-memory workspace isolation." + }, + { + "left": "issue:62470", + "right": "issue:65448", + "accept": false, + "reason": "Both mention empty Gemini output, but one is a specific thinkingConfig/includeThoughts case and the other is broader intermittent output loss; not enough to treat as the same bug." + }, + { + "left": "issue:65335", + "right": "issue:65869", + "accept": true, + "reason": "Both report the Dreaming Control UI calling missing wiki RPCs/APIs, so they point to the same broken integration path." + }, + { + "left": "issue:65790", + "right": "issue:68102", + "accept": true, + "reason": "Both are about the web/control UI losing image attachments in the message/attachment flow, likely the same path regression." + }, + { + "left": "issue:64272", + "right": "issue:65443", + "accept": false, + "reason": "General TTS regression versus Telegram direct-chat TTS delivery failure; related area, but not the same concrete bug." + }, + { + "left": "issue:36088", + "right": "issue:67955", + "accept": false, + "reason": "OpenClaw TUI route error and Slack HTTP route returning 404 are different route failures in different subsystems." + }, + { + "left": "issue:64238", + "right": "issue:64802", + "accept": false, + "reason": "A model-regression report and a Railway Docker image/version update request are not the same bug." + }, + { + "left": "issue:64425", + "right": "issue:68027", + "accept": false, + "reason": "OAuth callback on VPS and browser attachOnly/profile-running state are unrelated operational failures." + }, + { + "left": "issue:65653", + "right": "issue:68074", + "accept": false, + "reason": "Orphaned sessions not cleaned up versus cleanup failing on missing scope are related only at a very high level; different root causes." + }, + { + "left": "issue:63980", + "right": "issue:64309", + "accept": false, + "reason": "Both concern iMessage echo detection, but they describe different edge cases (self-chat mis \u092a\u0939\u091a\u093e\u0928 vs attributed-text prefix bytes) and may need separate fixes." + }, + { + "left": "issue:34527", + "right": "issue:65662", + "accept": false, + "reason": "Different TTS failures: response refresh interrupting streaming versus ElevenLabs playback failure and fallback." + }, + { + "left": "issue:35306", + "right": "issue:52405", + "accept": false, + "reason": "screen_record/system.which blockage and canonical-cwd approval errors in exec/system.run are unrelated." + }, + { + "left": "issue:53174", + "right": "issue:53797", + "accept": false, + "reason": "Both are /btw provider errors, but the concrete failure modes differ (ModelStudio tool-schema error vs Copilot unsupported model)." + }, + { + "left": "issue:67984", + "right": "issue:68013", + "accept": false, + "reason": "npm install failure and a startsWith TypeError after update are different problems." + }, + { + "left": "issue:53397", + "right": "issue:68028", + "accept": false, + "reason": "Config schema validation for web.fetch and tavily SecretRef runtime behavior are distinct issues." + }, + { + "left": "issue:35119", + "right": "issue:35160", + "accept": true, + "reason": "These are the same Codex/OpenAI fallback bug: one reports the HTTP 500 symptom and the other states the retryability/fallback classification root cause." + }, + { + "left": "issue:37299", + "right": "issue:53365", + "accept": false, + "reason": "Cron list/run TypeError and a missing helper in openclaw-weixin login are different bugs." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet, the canonical-anchor choice for 35160 vs 35119 is well supported, and the soft-edge verdicts are generally conservative. The accepted duplicate pairs are plausible mergeable same-bug clusters, and the rejected pairs stay appropriately cautious about differing providers, code paths, or failure modes." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 57, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:30030", + "issue:30917", + "issue:31049", + "issue:32808", + "issue:33043", + "issue:33534", + "issue:35254", + "issue:35556", + "issue:36811", + "issue:36830", + "issue:38826", + "issue:46012", + "issue:51099", + "issue:52186", + "issue:53162", + "issue:53365", + "issue:53386", + "issue:53648", + "issue:53666", + "issue:53679", + "issue:53753", + "issue:53926", + "issue:55272", + "issue:57131", + "issue:57574", + "issue:60087", + "issue:60913", + "issue:61103", + "issue:63641", + "issue:63699", + "issue:64602", + "issue:64618", + "issue:65067", + "issue:65208", + "issue:65408", + "issue:65528", + "issue:65619", + "issue:66006", + "issue:66046", + "issue:67072", + "issue:67152", + "issue:67394", + "issue:67646", + "issue:67730", + "issue:67792", + "issue:68118", + "issue:68261", + "issue:68760" + ], + "soft_pairs": [ + "issue:57131|issue:65619", + "issue:60087|issue:63699", + "issue:64618|issue:67730", + "issue:51099|issue:61103", + "issue:33043|issue:52186", + "issue:53162|issue:68760", + "issue:30917|issue:63641", + "issue:32808|issue:35556", + "issue:36830|issue:53365", + "issue:53926|issue:65067", + "issue:36811|issue:38826", + "issue:65208|issue:65528", + "issue:64602|issue:67152", + "issue:53386|issue:67394", + "issue:30030|issue:31049", + "issue:68118|issue:68760", + "issue:33534|issue:53648", + "issue:53753|issue:67792", + "issue:55272|issue:65408", + "issue:67646|issue:68261", + "issue:46012|issue:53679", + "issue:33534|issue:35254", + "issue:66006|issue:67072", + "issue:53666|issue:66046", + "issue:57574|issue:60913" + ], + "prepared_review_unit_hash": "53ad98c2c61403780160cf4a4ab2608e4098251c18de97c53707c59808792367", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 25, + "serialized_chars": 35383, + "estimated_input_tokens": 8846, + "estimated_eval_tokens": 17948 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Mostly unrelated issues; only the Telegram NO_REPLY leakage pair looks like the same underlying bug. No PRs are present.", + "confidence": 0.68, + "canonical_issue_reason": "issue:36811 is the clearest, broadest statement of the underlying Telegram suppression bug; it describes the core NO_REPLY leak without narrowing to a specific voice path.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:36811 is the best representative because it is specific, actionable, and captures the shared Telegram internal-token leak that the similar report appears to repeat.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:57131", + "right": "issue:65619", + "accept": false, + "reason": "Both are macOS gateway problems, but one is about stopping a LaunchAgent and the other is about loopback bind/health startup failure; different failure modes." + }, + { + "left": "issue:60087", + "right": "issue:63699", + "accept": false, + "reason": "Both involve exec-related gateway crashes, but one is every exec invocation killing the gateway while the other is a stderr-after-exit unhandled rejection; not the same bug." + }, + { + "left": "issue:64618", + "right": "issue:67730", + "accept": false, + "reason": "One is a missing cron registration; the other is session cleanup never happening. Same area, different underlying defects." + }, + { + "left": "issue:51099", + "right": "issue:61103", + "accept": false, + "reason": "Sandbox image python3 missing is unrelated to Control UI image upload regression." + }, + { + "left": "issue:33043", + "right": "issue:52186", + "accept": false, + "reason": "Both are TTS-related, but one is truncated Feishu audio and the other is the wrong voice/provider being played; distinct issues." + }, + { + "left": "issue:53162", + "right": "issue:68760", + "accept": false, + "reason": "Both touch cron delivery, but one is missing WhatsApp listener delivery and the other is channel state reverting after execution; different bugs." + }, + { + "left": "issue:30917", + "right": "issue:63641", + "accept": false, + "reason": "Telegram/Qwen model failure and open-prose plugin command lookup are unrelated." + }, + { + "left": "issue:32808", + "right": "issue:35556", + "accept": false, + "reason": "Both are Feishu bugs, but one is WSL2 add-channel failure and the other is post-card normal-message send failure; not the same code-path problem." + }, + { + "left": "issue:36830", + "right": "issue:53365", + "accept": false, + "reason": "TUI keyboard handling and Weixin login QR/function resolution are unrelated." + }, + { + "left": "issue:53926", + "right": "issue:65067", + "accept": false, + "reason": "Linux gateway EnvironmentFile/symlink issue and Windows onboard failure are different platform/setup problems." + }, + { + "left": "issue:36811", + "right": "issue:38826", + "accept": true, + "reason": "Both describe Telegram leaking internal NO_REPLY markers instead of suppressing the message; 38826 looks like the same bug through the TTS voice path." + }, + { + "left": "issue:65208", + "right": "issue:65528", + "accept": false, + "reason": "One is a missing remote-debugging-port arg; the other is a managed browser process dying after spawn. Same subsystem, different faults." + }, + { + "left": "issue:64602", + "right": "issue:67152", + "accept": false, + "reason": "Both are dreaming-related, but one is an idempotencyKey failure and the other is request-scoped runtime/cleanup misuse; not the same issue." + }, + { + "left": "issue:53386", + "right": "issue:67394", + "accept": false, + "reason": "One is fromMe echo filtering causing loops; the other is WhatsApp group replies not delivered. Different defects." + }, + { + "left": "issue:30030", + "right": "issue:31049", + "accept": false, + "reason": "Both mention fallback, but one is Anthropic/API rate-limit cooldown behavior and the other is unreachable primary model fallback; too different to merge." + }, + { + "left": "issue:68118", + "right": "issue:68760", + "accept": false, + "reason": "OpenRouter broke after update versus cron delivery channel state reset after execution; unrelated." + }, + { + "left": "issue:33534", + "right": "issue:53648", + "accept": false, + "reason": "Both are Control UI display bugs, but they affect different fields and components." + }, + { + "left": "issue:53753", + "right": "issue:67792", + "accept": false, + "reason": "Both concern model label formatting, but one is Control UI model switching and the other is Telegram menu labeling for openrouter models; not the same bug." + }, + { + "left": "issue:55272", + "right": "issue:65408", + "accept": false, + "reason": "Active runtime model display and device-token retry fallback are unrelated Control UI/session issues." + }, + { + "left": "issue:67646", + "right": "issue:68261", + "accept": false, + "reason": "Both are OpenRouter blank-response reports, but one is specific to a cron-agent-turn harness and the other is a broader model-run summary; similar symptom, insufficient evidence of one concrete bug." + }, + { + "left": "issue:46012", + "right": "issue:53679", + "accept": false, + "reason": "Both involve macOS LaunchAgents, but one is not loaded after update and the other is a hardcoded TMPDIR path after Migration Assistant; different root causes." + }, + { + "left": "issue:33534", + "right": "issue:35254", + "accept": false, + "reason": "Both are Control UI/session-related, but one is displayName leakage and the other is routing TUI messages to Discord DM." + }, + { + "left": "issue:66006", + "right": "issue:67072", + "accept": false, + "reason": "Both are webchat scrolling/display timing issues, but the symptom and likely code paths differ." + }, + { + "left": "issue:53666", + "right": "issue:66046", + "accept": false, + "reason": "Memory index regression and Google Vertex 401 auth failures are unrelated." + }, + { + "left": "issue:57574", + "right": "issue:60913", + "accept": false, + "reason": "Different provider additions for different capabilities (image generation vs image understanding)." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet: there are no PRs, and the only accepted soft pair (issue:36811 vs issue:38826) is a cautious, title-level match on the same Telegram NO_REPLY leak. The other verdicts stay conservative and do not overclaim equivalence." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 58, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:29809", + "issue:30025", + "issue:30314", + "issue:31514", + "issue:32967", + "issue:33119", + "issue:34381", + "issue:34610", + "issue:34830", + "issue:35254", + "issue:35793", + "issue:36270", + "issue:41342", + "issue:49934", + "issue:51056", + "issue:51126", + "issue:53249", + "issue:53335", + "issue:53386", + "issue:53523", + "issue:53547", + "issue:53729", + "issue:63345", + "issue:63896", + "issue:64003", + "issue:64533", + "issue:64704", + "issue:65321", + "issue:65571", + "issue:65578", + "issue:65706", + "issue:65990", + "issue:66097", + "issue:66158", + "issue:66533", + "issue:66682", + "issue:66941", + "issue:67056", + "issue:67248", + "issue:67687", + "issue:67786", + "issue:68018", + "issue:68057", + "issue:68147", + "issue:68373", + "issue:68451", + "issue:68810", + "issue:68828" + ], + "soft_pairs": [ + "issue:31514|issue:35254", + "issue:65321|issue:65571", + "issue:66158|issue:68018", + "issue:65578|issue:68147", + "issue:53386|issue:53729", + "issue:66941|issue:68810", + "issue:29809|issue:49934", + "issue:41342|issue:67056", + "issue:32967|issue:64704", + "issue:35793|issue:53547", + "issue:51126|issue:65706", + "issue:65990|issue:66097", + "issue:68373|issue:68828", + "issue:30314|issue:67687", + "issue:53523|issue:68451", + "issue:30025|issue:36270", + "issue:33119|issue:49934", + "issue:34381|issue:34610", + "issue:63896|issue:64533", + "issue:34830|issue:36270", + "issue:51056|issue:67786", + "issue:53335|issue:66533", + "issue:63345|issue:64003", + "issue:66682|issue:68057", + "issue:53249|issue:67248" + ], + "prepared_review_unit_hash": "89220874f5d47d3c92833232e543a7b75f112a67bbbd3a0cd210eaecae51ec21", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 25, + "serialized_chars": 35361, + "estimated_input_tokens": 8841, + "estimated_eval_tokens": 17938 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This is a mixed cluster with mostly superficial title similarity rather than true duplicates. I only accepted the pairs that appear to share the same concrete bug path: subagent delivery-context inheritance, WhatsApp echo-loop filtering, and memory/wiki capability exposure.", + "confidence": 0.84, + "canonical_issue_reason": "issue:68373 is the strongest anchor because it states a concrete regression and root cause hint (cached plugin restore dropping memory capability), which aligns with the paired wiki-import failure.", + "canonical_pr_reason": null, + "best_issue_reason": "Best representative open issue in the accepted duplicate group: it is specific, actionable, and explains the failure mode more directly than the symptom-only report.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:31514", + "right": "issue:35254", + "accept": false, + "reason": "Both involve message routing, but one is Slack DM duplication from [[reply_to_current]] and the other is TUI messages going to Discord DM; different channels and code paths." + }, + { + "left": "issue:65321", + "right": "issue:65571", + "accept": false, + "reason": "Different subsystems: built-in TTS is broken vs browser CDP startup failure. No shared underlying bug." + }, + { + "left": "issue:66158", + "right": "issue:68018", + "accept": true, + "reason": "Both describe the same underlying subagent inheritance bug: parent delivery target/session is not propagated and the fallback becomes DM." + }, + { + "left": "issue:65578", + "right": "issue:68147", + "accept": false, + "reason": "One is model auto-discovery returning only Kilo/kilo-auto; the other is the UI only letting you select one model. Related area, but not the same bug." + }, + { + "left": "issue:53386", + "right": "issue:53729", + "accept": true, + "reason": "Same WhatsApp echo problem: outbound messages come back inbound because fromMe/echo filtering is missing, causing loops." + }, + { + "left": "issue:66941", + "right": "issue:68810", + "accept": false, + "reason": "Both are crash/connectivity reports, but they are different platforms and symptoms; no evidence of the same code-path failure." + }, + { + "left": "issue:29809", + "right": "issue:49934", + "accept": false, + "reason": "CORS/origin rejection in the Control UI is unrelated to mixed-language rendering." + }, + { + "left": "issue:41342", + "right": "issue:67056", + "accept": false, + "reason": "TTS truncation and image-runtime header preservation are unrelated bugs." + }, + { + "left": "issue:32967", + "right": "issue:64704", + "accept": false, + "reason": "Both are package availability failures, but for different packages and ecosystems; not the same underlying issue." + }, + { + "left": "issue:35793", + "right": "issue:53547", + "accept": false, + "reason": "Workspace file access/read behavior is different from bootstrap files not being loaded at startup." + }, + { + "left": "issue:51126", + "right": "issue:65706", + "accept": false, + "reason": "Model-command parsing and node list/status sync are different command/state-sync bugs." + }, + { + "left": "issue:65990", + "right": "issue:66097", + "accept": false, + "reason": "Both are CDP/browser issues, but one is managed Chrome reachability after start and the other is attachOnly profile state detection; not the same concrete failure." + }, + { + "left": "issue:68373", + "right": "issue:68828", + "accept": true, + "reason": "Both point to the same memory/wiki bridge capability problem: missing memory/publicArtifacts capability leads to bridge import returning zero artifacts." + }, + { + "left": "issue:30314", + "right": "issue:67687", + "accept": false, + "reason": "Feishu announce delivery to group chats and Feishu group requireMention handling are related only at a broad subsystem level, not the same bug." + }, + { + "left": "issue:53523", + "right": "issue:68451", + "accept": false, + "reason": "A Matrix homeserver setting causing a core dump is unrelated to a Weixin sidecar killing the gateway." + }, + { + "left": "issue:30025", + "right": "issue:36270", + "accept": false, + "reason": "Both mention connection/auth errors, but one is an embedded agent connection failure and the other is an HTTP 401 invalid authentication; too different to merge." + }, + { + "left": "issue:33119", + "right": "issue:49934", + "accept": false, + "reason": "Image attachment rendering and mixed-language UI are unrelated." + }, + { + "left": "issue:34381", + "right": "issue:34610", + "accept": false, + "reason": "Gateway restart losing agent bindings is not the same as update/version mismatch plus browser-tab memory leak." + }, + { + "left": "issue:63896", + "right": "issue:64533", + "accept": false, + "reason": "Both are TTS audio/media issues, but one is temp-dir allowlist dropping audio and the other is normalizeReplyMediaPaths blocking audio with sandbox off; not clearly the same bug." + }, + { + "left": "issue:34830", + "right": "issue:36270", + "accept": false, + "reason": "Generic 401/auth-header failure and invalid authentication are similar-looking, but the issue contexts differ and no shared concrete path is shown." + }, + { + "left": "issue:51056", + "right": "issue:67786", + "accept": false, + "reason": "OpenRouter missing auth header and Google Chat inbound JWT unauthorized are both 401s, but they are different providers and authentication flows." + }, + { + "left": "issue:53335", + "right": "issue:66533", + "accept": false, + "reason": "Session reset behavior for /new is not the same as the WebChat selector mislabeling the main session as heartbeat." + }, + { + "left": "issue:63345", + "right": "issue:64003", + "accept": false, + "reason": "Matrix missing-keys and memory-core idempotencyKey failure are unrelated." + }, + { + "left": "issue:66682", + "right": "issue:68057", + "accept": false, + "reason": "Telegram command registration at startup and command loss after gateway restart are related only broadly; no evidence they are the same underlying defect." + }, + { + "left": "issue:53249", + "right": "issue:67248", + "accept": false, + "reason": "Attachment mount-path handling and sessions_spawn(runtime=\"subagent\") streamTo failure are different subagent/runtime bugs." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet and the accepted soft-edge pairs stay conservative: the WhatsApp echo-loop pair and the memory/wiki capability pair are well supported by the titles, and the subagent inheritance pair is plausibly the same bug class without stretching beyond the evidence. No PR-pair mergeability issue is present." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 59, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:29367", + "issue:30923", + "issue:31038", + "issue:32983", + "issue:34387", + "issue:37036", + "issue:41342", + "issue:50017", + "issue:50966", + "issue:51036", + "issue:51432", + "issue:51557", + "issue:52511", + "issue:53925", + "issue:55272", + "issue:62875", + "issue:62905", + "issue:62985", + "issue:63184", + "issue:63980", + "issue:64007", + "issue:64251", + "issue:64282", + "issue:64312", + "issue:65125", + "issue:65157", + "issue:65289", + "issue:65420", + "issue:65528", + "issue:65553", + "issue:65695", + "issue:65733", + "issue:65908", + "issue:66050", + "issue:66053", + "issue:66131", + "issue:66242", + "issue:66833", + "issue:67051", + "issue:67113", + "issue:67158", + "issue:67216", + "issue:67257", + "issue:67410", + "issue:67869", + "issue:68028", + "issue:68294", + "issue:68326" + ], + "soft_pairs": [ + "issue:34387|issue:64282", + "issue:51557|issue:52511", + "issue:30923|issue:64251", + "issue:32983|issue:68326", + "issue:50017|issue:55272", + "issue:65289|issue:66053", + "issue:62985|issue:67051", + "issue:62905|issue:63184", + "issue:41342|issue:51036", + "issue:66131|issue:68028", + "issue:65553|issue:67113", + "issue:53925|issue:67158", + "issue:65733|issue:67869", + "issue:65695|issue:66050", + "issue:31038|issue:65157", + "issue:64007|issue:65908", + "issue:64312|issue:68294", + "issue:65125|issue:65528", + "issue:66242|issue:67216", + "issue:63980|issue:65420", + "issue:29367|issue:68326", + "issue:66833|issue:67410", + "issue:51432|issue:64251", + "issue:62875|issue:67257", + "issue:37036|issue:50966" + ], + "prepared_review_unit_hash": "ccca62b896e1647b403a5da8095f5199d1df633fd802c34ac8fb0a08762d1619", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 25, + "serialized_chars": 35456, + "estimated_input_tokens": 8864, + "estimated_eval_tokens": 17984 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Mostly a heterogeneous set of issues, not one tight duplicate cluster. A few pairs are clear duplicates around Telegram packaging, plugin-discovery slowdown on Windows, iMessage echo-loop handling, browser CDP connectivity, and OpenRouter reasoning_details parsing.", + "confidence": 0.86, + "canonical_issue_reason": "No single cluster-wide canonical issue: the items span several unrelated bug families. Among the clear duplicate families, issue:65733 is the strongest anchor because it has a detailed repro and a near-identical follow-up in 67869.", + "canonical_pr_reason": null, + "best_issue_reason": "If one issue must serve as the best representative, issue:65733 is the best candidate due to specificity, reproducibility, and its close duplicate relationship with 67869.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:34387", + "right": "issue:64282", + "accept": false, + "reason": "Different problems: missing gateway folder vs generic update failure; no shared underlying bug." + }, + { + "left": "issue:51557", + "right": "issue:52511", + "accept": false, + "reason": "Both mention browser/session behavior, but one is cron isolated-session compatibility and the other is intermittent browser permission loss; not the same bug." + }, + { + "left": "issue:30923", + "right": "issue:64251", + "accept": false, + "reason": "Separate model/provider failures: API-key routing/reasoning payload blockers vs follow-up-path failure in a CLI-backed model." + }, + { + "left": "issue:32983", + "right": "issue:68326", + "accept": false, + "reason": "Both concern model selection, but one is heartbeat config being ignored and the other is sub-agents defaulting to a different provider; different code paths." + }, + { + "left": "issue:50017", + "right": "issue:55272", + "accept": false, + "reason": "Fallback handling vs UI display of the active model are related but not the same underlying defect." + }, + { + "left": "issue:65289", + "right": "issue:66053", + "accept": false, + "reason": "Both are WhatsApp voice-note/PTT related, but one is a feature request and the other is a delivery failure; not clearly the same bug." + }, + { + "left": "issue:62985", + "right": "issue:67051", + "accept": false, + "reason": "Telegram config error and web UI skill config validation failure are different issues in different subsystems." + }, + { + "left": "issue:62905", + "right": "issue:63184", + "accept": true, + "reason": "Same Telegram packaging bug: bundled plugin references missing src paths / channel.setup.js in 2026.4.7." + }, + { + "left": "issue:41342", + "right": "issue:51036", + "accept": false, + "reason": "Both hit custom OpenAI-compatible providers, but one is truncated TTS audio and the other is empty payload/zero-usage completion; different failures." + }, + { + "left": "issue:66131", + "right": "issue:68028", + "accept": false, + "reason": "Startup config-write validation failure vs runtime SecretRef resolution for tavily config are different bugs." + }, + { + "left": "issue:65553", + "right": "issue:67113", + "accept": false, + "reason": "Both are QMD/ARM hangs, but the symptoms and paths differ enough to treat as separate issues." + }, + { + "left": "issue:53925", + "right": "issue:67158", + "accept": false, + "reason": "Different auth/provider constraints: /btw failing on one model vs OAuth rejection across several gpt-5.x models." + }, + { + "left": "issue:65733", + "right": "issue:67869", + "accept": true, + "reason": "Clear duplicate: both describe Windows plugin discovery being extremely slow/blocking during startup via synchronous safeRealpathSync-style traversal." + }, + { + "left": "issue:65695", + "right": "issue:66050", + "accept": true, + "reason": "Same browser gateway/CDP connectivity bug: Chrome starts or listens, but the gateway cannot reach the child browser websocket/CDP endpoint." + }, + { + "left": "issue:31038", + "right": "issue:65157", + "accept": false, + "reason": "Both are plugin hook dispatch problems, but they involve different hooks and provider paths; not enough evidence of one shared defect." + }, + { + "left": "issue:64007", + "right": "issue:65908", + "accept": false, + "reason": "One is a collection creation/query mismatch, the other is stale memory-search collection selection and fallback behavior." + }, + { + "left": "issue:64312", + "right": "issue:68294", + "accept": false, + "reason": "Both involve multipart/FormData uploads, but one is guarded runtime fetch dropping fields and the other is a Node 24 cross-realm undici mismatch." + }, + { + "left": "issue:65125", + "right": "issue:65528", + "accept": false, + "reason": "Both are macOS browser attach/startup issues, but one is process death after spawn and the other is attach failure despite manual CDP working; too different to merge." + }, + { + "left": "issue:66242", + "right": "issue:67216", + "accept": false, + "reason": "Both are SSRF-policy related, but one blocks the browser tool on Android/Termux and the other blocks Google image generation despite allowPrivateNetwork." + }, + { + "left": "issue:63980", + "right": "issue:65420", + "accept": true, + "reason": "Same iMessage echo-loop/self-chat bug: DM messages are misclassified as self-originated because sender/chat_identifier filtering is wrong." + }, + { + "left": "issue:29367", + "right": "issue:68326", + "accept": false, + "reason": "Both concern sub-agent defaults, but one is workspace inheritance and the other is provider default selection; different configuration bugs." + }, + { + "left": "issue:66833", + "right": "issue:67410", + "accept": true, + "reason": "Same OpenRouter stream-parsing bug: reasoning_details handling drops content / yields payloads=0 across affected models." + }, + { + "left": "issue:51432", + "right": "issue:64251", + "accept": false, + "reason": "Model-not-found fallback behavior is unrelated to the CLI-backed follow-up-path failure." + }, + { + "left": "issue:62875", + "right": "issue:67257", + "accept": false, + "reason": "Both are Telegram plugin load failures, but one is missing bundled src files and the other is missing register/activate exports; different root causes." + }, + { + "left": "issue:37036", + "right": "issue:50966", + "accept": false, + "reason": "OpenClaw dashboard 'Not Found' on Windows and model/provider routing not switching are unrelated bugs." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet and appropriately conservative. The canonical-issue claim is careful given the heterogeneous set, and the accepted soft-edge pairs are well supported by the issue titles/descriptions. No pair appears overstated as a duplicate." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 60, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:27988", + "issue:28834", + "issue:30922", + "issue:31412", + "issue:31514", + "issue:31671", + "issue:32245", + "issue:32990", + "issue:34308", + "issue:34476", + "issue:34656", + "issue:34971", + "issue:35072", + "issue:35254", + "issue:35476", + "issue:36830", + "issue:51126", + "issue:51151", + "issue:52286", + "issue:53415", + "issue:53623", + "issue:55304", + "issue:55345", + "issue:63440", + "issue:63441", + "issue:63450", + "issue:63499", + "issue:63683", + "issue:64517", + "issue:64634", + "issue:64850", + "issue:64982", + "issue:65072", + "issue:65455", + "issue:65967", + "issue:66203", + "issue:66679", + "issue:66786", + "issue:66975", + "issue:67120", + "issue:67687", + "issue:67955", + "issue:67984", + "issue:68027", + "issue:68102", + "issue:68118", + "issue:68451", + "issue:68674" + ], + "soft_pairs": [ + "issue:28834|issue:31514", + "issue:30922|issue:36830", + "issue:67955|issue:67984", + "issue:51151|issue:68027", + "issue:27988|issue:35476", + "issue:32245|issue:55304", + "issue:31412|issue:65455", + "issue:66679|issue:66975", + "issue:35254|issue:52286", + "issue:63440|issue:65967", + "issue:34476|issue:34656", + "issue:32990|issue:35072", + "issue:34971|issue:68118", + "issue:55345|issue:68674", + "issue:63441|issue:64517", + "issue:63450|issue:68451", + "issue:31671|issue:34308", + "issue:53623|issue:67120", + "issue:64982|issue:66786", + "issue:53415|issue:64850", + "issue:51126|issue:66203", + "issue:63499|issue:64634", + "issue:65072|issue:68102", + "issue:63683|issue:67687" + ], + "prepared_review_unit_hash": "99b3d3b12a629d46c2def52698d96b7bc7039e58533308d85c1af9e8360639f6", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 34713, + "estimated_input_tokens": 8679, + "estimated_eval_tokens": 17614 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This is not a true duplicate cluster: the items span unrelated bugs across Slack, Telegram, TUI, cron, model selection, gateway startup, and CLI/runtime flows. All soft pairs should be rejected.", + "confidence": 0.96, + "canonical_issue_reason": "No single canonical duplicate exists because the set is heterogeneous and the soft pairs only share broad wording or subsystems, not the same underlying bug. If a representative issue is needed, #55304 is the strongest standalone report.", + "canonical_pr_reason": null, + "best_issue_reason": "#55304 is the strongest standalone issue in the set by engagement/inbound references and has a concrete, high-impact regression report, but it is not a true cluster canonical.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:28834", + "right": "issue:31514", + "accept": false, + "reason": "Both involve Slack duplicate behavior, but one is about message_changed re-triggering AI responses and the other about [[reply_to_current]] in DMs; different trigger paths and likely different fixes." + }, + { + "left": "issue:30922", + "right": "issue:36830", + "accept": false, + "reason": "Version display mismatch in the web UI is unrelated to TUI keyboard handling." + }, + { + "left": "issue:67955", + "right": "issue:67984", + "accept": false, + "reason": "Slack route 404 in HTTP mode and npm install failure are unrelated." + }, + { + "left": "issue:51151", + "right": "issue:68027", + "accept": false, + "reason": "Gateway connection failure is not the same bug as browser attachOnly/CDP profile detection failure." + }, + { + "left": "issue:27988", + "right": "issue:35476", + "accept": false, + "reason": "CacheRetention handling for multiple model definitions is different from /model selection UI state with duplicate model IDs." + }, + { + "left": "issue:32245", + "right": "issue:55304", + "accept": false, + "reason": "Vertex embedded run failure on Telegram+cron is a different failure mode from Telegram channels silently failing to initialize after gateway restart." + }, + { + "left": "issue:31412", + "right": "issue:65455", + "accept": false, + "reason": "Cron Jobs tab UI behavior and Control UI display issues are unrelated." + }, + { + "left": "issue:66679", + "right": "issue:66975", + "accept": false, + "reason": "Both touch chat channels, but one is tools/actions not executing and the other is Telegram bot commands disappearing after upgrade; not the same code-path problem." + }, + { + "left": "issue:35254", + "right": "issue:52286", + "accept": false, + "reason": "Different routing bugs: TUI messages sent to Discord DM vs files sent to Telegram DM instead of staying in topic." + }, + { + "left": "issue:63440", + "right": "issue:65967", + "accept": false, + "reason": "Session timeout state management is unrelated to stale model-name display after fallback." + }, + { + "left": "issue:34476", + "right": "issue:34656", + "accept": false, + "reason": "Config address not taking effect and 401 invalid API key after restart are separate issues, not one duplicate." + }, + { + "left": "issue:32990", + "right": "issue:35072", + "accept": false, + "reason": "Both mention health monitoring, but BlueBubbles quiet-period restarts and iMessage 30-minute restarts are distinct behaviors and likely different triggers." + }, + { + "left": "issue:34971", + "right": "issue:68118", + "accept": false, + "reason": "A broad regression report is not the same as a specific OpenRouter failure." + }, + { + "left": "issue:55345", + "right": "issue:68674", + "accept": false, + "reason": "Feishu multi-agent config bug and only-main-agent dreaming session creation are related to multi-agent flows but not the same underlying defect." + }, + { + "left": "issue:63441", + "right": "issue:64517", + "accept": false, + "reason": "Multiple Ollama providers failing is unrelated to approvals.exec.targets under multiple agents." + }, + { + "left": "issue:63450", + "right": "issue:68451", + "accept": false, + "reason": "Both involve gateway/sidecar startup, but one is a blocked startup due to chat.history WS request and the other is a sidecar killing the main gateway; opposite symptoms and likely different bugs." + }, + { + "left": "issue:31671", + "right": "issue:34308", + "accept": false, + "reason": "Session channel corruption from telegram to webchat is not the same as replies not reaching the bound Telegram channel." + }, + { + "left": "issue:53623", + "right": "issue:67120", + "accept": false, + "reason": "A feature request for voice messages is not the same as a bug where Feishu voice messages are not transcribed." + }, + { + "left": "issue:64982", + "right": "issue:66786", + "accept": false, + "reason": "Doctor warning wording and workspace-dir prompt behavior are unrelated." + }, + { + "left": "issue:53415", + "right": "issue:64850", + "accept": false, + "reason": "Both are ACP spawn/backend issues, but the reported failure modes differ enough that they do not look like one mergeable fix." + }, + { + "left": "issue:51126", + "right": "issue:66203", + "accept": false, + "reason": "Both mention IDs being mishandled, but one is /model command parsing and the other is cron tool model-ID corruption; different paths." + }, + { + "left": "issue:63499", + "right": "issue:64634", + "accept": false, + "reason": "Job-edit nextRunAtMs reset and job-creation nextRunAtMs calculation are separate operations and do not clearly share one concrete bug." + }, + { + "left": "issue:65072", + "right": "issue:68102", + "accept": false, + "reason": "General image upload failure and attachment loss after upload are different issues." + }, + { + "left": "issue:63683", + "right": "issue:67687", + "accept": false, + "reason": "Anthropic CLI failure and Feishu requireMention routing are unrelated." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 61, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:33126", + "issue:33179", + "issue:34308", + "issue:42446", + "issue:53311", + "issue:53322", + "issue:53497", + "issue:53790", + "issue:54689", + "issue:59205", + "issue:60004", + "issue:61880", + "issue:63314", + "issue:63968", + "issue:64175", + "issue:64188", + "issue:64262", + "issue:64418", + "issue:64634", + "issue:64665", + "issue:65293", + "issue:65322", + "issue:65431", + "issue:65786", + "issue:65801", + "issue:65834", + "issue:65863", + "issue:65981", + "issue:66082", + "issue:66229", + "issue:66625", + "issue:66693", + "issue:66708", + "issue:67084", + "issue:67093", + "issue:67261", + "issue:67366", + "issue:67483", + "issue:67576", + "issue:67667", + "issue:68012", + "issue:68172", + "issue:68222", + "issue:68252", + "issue:68405", + "issue:68479", + "issue:68562" + ], + "soft_pairs": [ + "issue:64175|issue:67576", + "issue:66082|issue:67667", + "issue:65431|issue:66625", + "issue:42446|issue:67093", + "issue:66625|issue:68172", + "issue:53322|issue:68479", + "issue:63968|issue:65863", + "issue:61880|issue:66229", + "issue:68252|issue:68562", + "issue:53311|issue:65293", + "issue:64262|issue:68222", + "issue:64188|issue:65786", + "issue:67366|issue:67483", + "issue:33179|issue:64418", + "issue:65981|issue:68405", + "issue:65431|issue:68012", + "issue:34308|issue:65801", + "issue:33126|issue:64634", + "issue:66708|issue:67084", + "issue:65322|issue:65834", + "issue:63314|issue:64665", + "issue:54689|issue:59205", + "issue:53322|issue:53790", + "issue:53497|issue:60004", + "issue:66693|issue:67261" + ], + "prepared_review_unit_hash": "36156a3f714eceab57234b53e45ffbe883551a9b54af6cfaad68d8d940b8eed7", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 25, + "serialized_chars": 34902, + "estimated_input_tokens": 8726, + "estimated_eval_tokens": 17708 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "A few soft edges are real duplicates, mainly around cron nextRunAtMs, repeated image resizing, hardcoded media-size limits, WhatsApp hasMedia=false media drops, and gateway boot loops from unresolved channel plugins. Most other pairs are only broadly related by subsystem and should remain separate.", + "confidence": 0.84, + "canonical_issue_reason": "No single canonical issue covers the whole batch cleanly; the strongest representative is issue:66229 because it states the shared media-limit root cause most directly and broadly.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:66229 is the clearest issue to keep as the representative for the media-limit duplicate group: it names the hardcoded 5MB limit and the user-facing failure mode succinctly.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:64175", + "right": "issue:67576", + "accept": false, + "reason": "Both involve OpenRouter fallback, but one is about a model being treated as tool-capable and the other about provider parsing/falling back to openai-codex; different bugs." + }, + { + "left": "issue:66082", + "right": "issue:67667", + "accept": false, + "reason": "Memory-wiki artifact export and /status token accounting are unrelated failures, despite both involving memory/session reporting." + }, + { + "left": "issue:65431", + "right": "issue:66625", + "accept": false, + "reason": "Generic image-support detection vs a specific Minimax VLM integration failure are not the same concrete bug." + }, + { + "left": "issue:42446", + "right": "issue:67093", + "accept": false, + "reason": "Both are output-leak symptoms, but one is chat/tool-call leakage and the other is Discord raw tool syntax leakage; different surfaces and likely different fixes." + }, + { + "left": "issue:66625", + "right": "issue:68172", + "accept": false, + "reason": "Different models and different failure points in image handling; too broad to treat as one bug." + }, + { + "left": "issue:53322", + "right": "issue:68479", + "accept": false, + "reason": "Browser-tool timing regression and cron tool access regression are unrelated code paths." + }, + { + "left": "issue:63968", + "right": "issue:65863", + "accept": false, + "reason": "Packaging a missing QA doc and a missing provider docs entry are separate documentation/package issues." + }, + { + "left": "issue:61880", + "right": "issue:66229", + "accept": true, + "reason": "Both describe the same hardcoded 5MB media-size limit blocking generated/outbound media; 66229 is the broader root-cause report." + }, + { + "left": "issue:68252", + "right": "issue:68562", + "accept": false, + "reason": "Different cleanup/runtime warnings in memory-core; one is a permission error, the other is a spurious warning on request-scoped runtime." + }, + { + "left": "issue:53311", + "right": "issue:65293", + "accept": true, + "reason": "Both are gateway boot-loop problems caused by unresolved/dangling channel plugin references; same startup validation bug." + }, + { + "left": "issue:64262", + "right": "issue:68222", + "accept": false, + "reason": "Garbled model output and sessions_yield interrupts are distinct symptoms with different causes." + }, + { + "left": "issue:64188", + "right": "issue:65786", + "accept": false, + "reason": "Separate provider/config failures: GitHub Copilot model add vs Feishu config validation." + }, + { + "left": "issue:67366", + "right": "issue:67483", + "accept": false, + "reason": "Both are onboarding TypeErrors, but they stem from different fields and code paths (Telegram token replacement vs missing docsPath)." + }, + { + "left": "issue:33179", + "right": "issue:64418", + "accept": true, + "reason": "Both report repeated image resizing on every message/session history; same underlying image-context reprocessing bug." + }, + { + "left": "issue:65981", + "right": "issue:68405", + "accept": false, + "reason": "Both are cron-isolated-run issues, but one is about tool availability and the other about Anthropic auth resolution; not the same bug." + }, + { + "left": "issue:65431", + "right": "issue:68012", + "accept": false, + "reason": "Image capability detection and custom-provider attachment dropping are different failures, even though both affect image inputs." + }, + { + "left": "issue:34308", + "right": "issue:65801", + "accept": false, + "reason": "Telegram channel delivery and ACP message routing are different transport paths." + }, + { + "left": "issue:33126", + "right": "issue:64634", + "accept": true, + "reason": "Both describe the same cron nextRunAtMs miscalculation on job creation; 64634 is the cleaner duplicate representative." + }, + { + "left": "issue:66708", + "right": "issue:67084", + "accept": false, + "reason": "Active Memory slowdown/termination and session-timeout spam are related but not the same concrete defect." + }, + { + "left": "issue:65322", + "right": "issue:65834", + "accept": false, + "reason": "Gateway startup chat.history unavailability and cron reconciliation availability warnings are separate startup/runtime checks." + }, + { + "left": "issue:63314", + "right": "issue:64665", + "accept": true, + "reason": "Both report the same WhatsApp media-drop regression with hasMedia=false despite media being provided; 64665 is the broader report." + }, + { + "left": "issue:54689", + "right": "issue:59205", + "accept": false, + "reason": "Telegram media sending and Ollama Cloud auth 401 are unrelated bugs." + }, + { + "left": "issue:53322", + "right": "issue:53790", + "accept": false, + "reason": "Both mention tool execution problems, but one is browser-action timing and the other is webchat delivery regressions; too different to merge." + }, + { + "left": "issue:53497", + "right": "issue:60004", + "accept": false, + "reason": "Different plugin load failures in different packages/providers; not the same underlying bug." + }, + { + "left": "issue:66693", + "right": "issue:67261", + "accept": false, + "reason": "Onboarding trim error and Venice response-id crash are separate null/undefined handling bugs." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The clustering is grounded in the packet and the soft-edge calls are conservative. The accepted duplicates are well supported by the issue titles and descriptions: 61880\u219466229, 53311\u219465293, 33179\u219464418, 33126\u219464634, and 63314\u219464665. The rejected pairs mostly differ by concrete failure mode or code path, so the summary does not overstate evidence." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 62, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:26691", + "issue:28222", + "issue:30335", + "issue:30773", + "issue:32532", + "issue:32712", + "issue:34527", + "issue:34830", + "issue:35508", + "issue:35523", + "issue:35556", + "issue:37315", + "issue:51168", + "issue:51578", + "issue:51716", + "issue:53599", + "issue:53862", + "issue:59205", + "issue:64529", + "issue:64783", + "issue:64844", + "issue:65000", + "issue:65133", + "issue:65184", + "issue:65362", + "issue:65517", + "issue:65653", + "issue:65875", + "issue:66281", + "issue:66391", + "issue:66519", + "issue:66582", + "issue:66669", + "issue:67120", + "issue:67170", + "issue:67342", + "issue:67347", + "issue:67394", + "issue:67415", + "issue:67806", + "issue:67972", + "issue:68013", + "issue:68124", + "issue:68211", + "issue:68354", + "issue:68540", + "issue:68804", + "issue:68851" + ], + "soft_pairs": [ + "issue:51716|issue:53862", + "issue:67170|issue:67415", + "issue:51168|issue:67394", + "issue:65133|issue:66281", + "issue:67342|issue:68124", + "issue:28222|issue:65362", + "issue:65184|issue:66391", + "issue:35508|issue:68211", + "issue:37315|issue:68804", + "issue:67972|issue:68013", + "issue:65653|issue:68354", + "issue:35556|issue:68540", + "issue:32532|issue:53599", + "issue:32712|issue:64783", + "issue:65000|issue:66519", + "issue:34830|issue:59205", + "issue:64844|issue:65875", + "issue:30335|issue:30773", + "issue:65517|issue:66582", + "issue:66669|issue:68851", + "issue:35523|issue:67806", + "issue:51578|issue:67120", + "issue:34527|issue:64529", + "issue:26691|issue:67347" + ], + "prepared_review_unit_hash": "64de67ede792d50ad8d8e9e5dd2bfac2e96a211b3d697f95d51b4f4022b16844", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 35025, + "estimated_input_tokens": 8757, + "estimated_eval_tokens": 17770 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This batch is mostly unrelated bug reports grouped by superficial keyword overlap. Only two soft pairs look like genuine duplicates: the macOS Chrome/CDP attach regression and the /new session model-selection regression.", + "confidence": 0.83, + "canonical_issue_reason": "No single canonical issue fits the whole set because it splits into multiple independent bug families; among the likely duplicates, the browser/CDP attach report is the clearest anchor.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:66281 is the strongest single anchor: it describes the Chrome/macOS CDP attach regression in a broader, more actionable way and matches the narrower managed-profile repro in issue:65133.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:51716", + "right": "issue:53862", + "accept": false, + "reason": "Both mention dropped group messages, but they are different channels/protocols (Signal SSE vs Telegram polling) and likely separate bugs." + }, + { + "left": "issue:67170", + "right": "issue:67415", + "accept": false, + "reason": "Both are audio delivery failures, but one is Telegram plugin output and the other is Talk Mode on macOS with tool calls; not the same concrete bug." + }, + { + "left": "issue:51168", + "right": "issue:67394", + "accept": false, + "reason": "Different channels and failure points: inbound WebSocket handler failure vs WhatsApp group auto-reply delivery failure." + }, + { + "left": "issue:65133", + "right": "issue:66281", + "accept": true, + "reason": "Same Chrome/CDP attach failure on macOS; one is a managed-profile repro, the other names the DevToolsActivePort/CDP attach error directly." + }, + { + "left": "issue:67342", + "right": "issue:68124", + "accept": false, + "reason": "Different startup/type errors in different subsystems; the titles do not point to one shared code-path bug." + }, + { + "left": "issue:28222", + "right": "issue:65362", + "accept": false, + "reason": "Diagnostics-otel plugin failure and Ollama local model lookup are unrelated." + }, + { + "left": "issue:65184", + "right": "issue:66391", + "accept": false, + "reason": "Gateway install/systemd unit lookup and TUI session-ID errors are separate problems." + }, + { + "left": "issue:35508", + "right": "issue:68211", + "accept": false, + "reason": "Both involve QQ Bot TTS, but one is missing voice delivery handling and the other is media-path placement; not clearly the same bug." + }, + { + "left": "issue:37315", + "right": "issue:68804", + "accept": false, + "reason": "Both are status-reporting issues, but for different integrations and different conditions." + }, + { + "left": "issue:67972", + "right": "issue:68013", + "accept": false, + "reason": "These are generic runtime/install errors with no shared concrete bug beyond both being TypeErrors/package issues." + }, + { + "left": "issue:65653", + "right": "issue:68354", + "accept": false, + "reason": "Both involve dreaming-narrative sessions, but one is orphan cleanup and the other is timestamped session-key reuse; related area, different bug." + }, + { + "left": "issue:35556", + "right": "issue:68540", + "accept": false, + "reason": "Both are Feishu channel issues, but one is message send failure after cards and the other is local image handling; distinct code paths." + }, + { + "left": "issue:32532", + "right": "issue:53599", + "accept": false, + "reason": "Both mention Chrome relay, but one is a startup deadlock and the other is removal/regression of a cross-machine relay; not the same fix." + }, + { + "left": "issue:32712", + "right": "issue:64783", + "accept": false, + "reason": "Same Feishu mention area, but one is card-content retrieval and the other is a ReferenceError on bot mention; different underlying failures." + }, + { + "left": "issue:65000", + "right": "issue:66519", + "accept": false, + "reason": "Both touch subagent completion delivery, but one is durability across reconnects and the other is duplicate delivery; too different to merge as one bug." + }, + { + "left": "issue:34830", + "right": "issue:59205", + "accept": false, + "reason": "Both are 401/authentication related, but one is a missing auth header and the other is Ollama Cloud auth after update; not the same bug." + }, + { + "left": "issue:64844", + "right": "issue:65875", + "accept": true, + "reason": "Same /new session model-selection regression: both say the configured primary model is being ignored in favor of the wrong fallback/override." + }, + { + "left": "issue:30335", + "right": "issue:30773", + "accept": false, + "reason": "Edit-tool 'file not found' and write-tool false error after creation are different tool behaviors and contexts." + }, + { + "left": "issue:65517", + "right": "issue:66582", + "accept": false, + "reason": "The second issue is too generic to confirm the same root cause; the first is a specific event-loop starvation repro." + }, + { + "left": "issue:66669", + "right": "issue:68851", + "accept": false, + "reason": "One is rendering sent image attachments, the other is sending images from drag/drop or paste; different sides of the pipeline." + }, + { + "left": "issue:35523", + "right": "issue:67806", + "accept": false, + "reason": "Both are UI rendering delays, but one is assistant messages not appearing until restart and the other is sent messages not rendering until refresh; not enough evidence of one bug." + }, + { + "left": "issue:51578", + "right": "issue:67120", + "accept": false, + "reason": "Feature request for voice bubbles/asVoice versus bug where voice messages are delivered as raw file_key; related area, different change." + }, + { + "left": "issue:34527", + "right": "issue:64529", + "accept": false, + "reason": "Streaming interruption on response refresh and reply-media-path blocking are different TTS failure modes." + }, + { + "left": "issue:26691", + "right": "issue:67347", + "accept": false, + "reason": "Nextcloud Talk plugin message-reading bug and a generic trim TypeError are unrelated." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The clustering is grounded in the packet and stays conservative overall. The two accepted soft pairs are well-supported by their titles/body themes (CDP attach regression on macOS; /new session model override regression). The rejected pairs are mostly appropriately split apart on different channels, failure modes, or subsystems. No clear overstatement stood out." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 63, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:30988", + "issue:31544", + "issue:32113", + "issue:32245", + "issue:33854", + "issue:34656", + "issue:35793", + "issue:37299", + "issue:41342", + "issue:42614", + "issue:46012", + "issue:50547", + "issue:50964", + "issue:52186", + "issue:52605", + "issue:53135", + "issue:53285", + "issue:53386", + "issue:53424", + "issue:53785", + "issue:57811", + "issue:63128", + "issue:64292", + "issue:64378", + "issue:64528", + "issue:64529", + "issue:64634", + "issue:64799", + "issue:65072", + "issue:65177", + "issue:65321", + "issue:65431", + "issue:65516", + "issue:65571", + "issue:65653", + "issue:66124", + "issue:66242", + "issue:66480", + "issue:66950", + "issue:67029", + "issue:67056", + "issue:67104", + "issue:67152", + "issue:67168", + "issue:67745", + "issue:67854", + "issue:67955", + "issue:68272" + ], + "soft_pairs": [ + "issue:37299|issue:50964", + "issue:64529|issue:66242", + "issue:66950|issue:67104", + "issue:46012|issue:63128", + "issue:65653|issue:67029", + "issue:32113|issue:53785", + "issue:52605|issue:67955", + "issue:65431|issue:68272", + "issue:50547|issue:53386", + "issue:32245|issue:33854", + "issue:42614|issue:64799", + "issue:64292|issue:65571", + "issue:65177|issue:65321", + "issue:64378|issue:64528", + "issue:67056|issue:67745", + "issue:65072|issue:66480", + "issue:31544|issue:34656", + "issue:41342|issue:52186", + "issue:53285|issue:53424", + "issue:66124|issue:67152", + "issue:35793|issue:67168", + "issue:53135|issue:65516", + "issue:64634|issue:67854", + "issue:30988|issue:57811" + ], + "prepared_review_unit_hash": "4ea29522001d6cd5d74fbedf8eee2df9755a89fa879284799e1eeaccd2ed98ea", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 35291, + "estimated_input_tokens": 8823, + "estimated_eval_tokens": 17902 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Mostly a heterogeneous set of issues with only two plausible duplicate subclusters: macOS LaunchAgent bootstrap/restart and memory-core dreaming cleanup/runtime-scope. The rest look related by subsystem but not the same underlying bug.", + "confidence": 0.84, + "canonical_issue_reason": "No single cluster-wide canonical issue stands out because most items are unrelated; the closest real subcluster is the memory-core dreaming cleanup/runtime issue centered on issue:67152.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:67152 is the strongest, most actionable root-cause report among the mixed set, and it best represents the memory-core dreaming subcluster.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:37299", + "right": "issue:50964", + "accept": false, + "reason": "Both are cron-related, but one is a TypeError in list/run and the other is a close-code 1000 shutdown while running; different failure modes." + }, + { + "left": "issue:64529", + "right": "issue:66242", + "accept": false, + "reason": "Different subsystems and causes: reply-media path allowlist vs browser SSRF policy on Android/Termux." + }, + { + "left": "issue:66950", + "right": "issue:67104", + "accept": false, + "reason": "Both involve Telegram command menus, but one is a post-upgrade disappearance and the other is an empty menu caused by commands.native=auto resolving false during startup." + }, + { + "left": "issue:46012", + "right": "issue:63128", + "accept": true, + "reason": "Both describe the same macOS LaunchAgent bootstrap/reload failure after gateway/update, just from slightly different angles." + }, + { + "left": "issue:65653", + "right": "issue:67029", + "accept": true, + "reason": "Both point to the same memory-core dreaming cleanup problem: orphaned sessions not being cleaned up because cleanup is failing/blocked by missing scope." + }, + { + "left": "issue:32113", + "right": "issue:53785", + "accept": false, + "reason": "Both are packaging/missing-artifact reports, but they affect different packages and binaries, so they are not the same bug." + }, + { + "left": "issue:52605", + "right": "issue:67955", + "accept": false, + "reason": "Both mention 404 webhook/route behavior, but they are different integrations (BlueBubbles/iMessage vs Slack) with different routes and causes." + }, + { + "left": "issue:65431", + "right": "issue:68272", + "accept": false, + "reason": "Both concern image handling, but one is model capability/config detection and the other is attachment dropping; not the same concrete code path." + }, + { + "left": "issue:50547", + "right": "issue:53386", + "accept": false, + "reason": "Different platforms and mechanics: Discord onboarding reply failure vs WhatsApp fromMe echo filtering/infinite loop." + }, + { + "left": "issue:32245", + "right": "issue:33854", + "accept": false, + "reason": "Different bugs: a Vertex embedded-run object error versus intermittent Telegram delivery failure." + }, + { + "left": "issue:42614", + "right": "issue:64799", + "accept": false, + "reason": "Same provider family, but one is an API payload incompatibility and the other is model-resolution failure on macOS; not the same issue." + }, + { + "left": "issue:64292", + "right": "issue:65571", + "accept": false, + "reason": "Unrelated failures: session spawn argument validation vs Chrome CDP startup on Linux." + }, + { + "left": "issue:65177", + "right": "issue:65321", + "accept": false, + "reason": "Different domains entirely: Feishu config migration vs built-in TTS breakage." + }, + { + "left": "issue:64378", + "right": "issue:64528", + "accept": false, + "reason": "Both touch workspace isolation, but one is Slack-bound session cwd routing and the other is session-memory hook isolation; not the same bug." + }, + { + "left": "issue:67056", + "right": "issue:67745", + "accept": false, + "reason": "Both are custom OpenAI-compatible provider issues, but one is header preservation for image runtime and the other is tool-call execution; different code paths." + }, + { + "left": "issue:65072", + "right": "issue:66480", + "accept": false, + "reason": "Bug vs feature request: missing image upload behavior in the Web UI is not the same as adding paste/upload support." + }, + { + "left": "issue:31544", + "right": "issue:34656", + "accept": false, + "reason": "One is UX around missing API-key warnings; the other is a real 401 auth failure after config change/restart." + }, + { + "left": "issue:41342", + "right": "issue:52186", + "accept": false, + "reason": "Both are TTS, but they affect different providers and symptoms: truncated audio versus wrong voice playback." + }, + { + "left": "issue:53285", + "right": "issue:53424", + "accept": false, + "reason": "One is a missing dependency in the WhatsApp plugin; the other is a missing extension in the build output." + }, + { + "left": "issue:66124", + "right": "issue:67152", + "accept": false, + "reason": "Both are memory-core dreaming related, but one is a config/schema mismatch and the other is a request-scoped runtime/cleanup bug." + }, + { + "left": "issue:35793", + "right": "issue:67168", + "accept": false, + "reason": "Different file-access concerns: reading the wrong workdir files versus logging.file being ignored." + }, + { + "left": "issue:53135", + "right": "issue:65516", + "accept": false, + "reason": "Both are build/package problems, but one is missing UI assets and the other is a missing bundle script in the installed package." + }, + { + "left": "issue:64634", + "right": "issue:67854", + "accept": false, + "reason": "Both are cron scheduler bugs, but one is incorrect next-run calculation and the other is jobs.json not being loaded." + }, + { + "left": "issue:30988", + "right": "issue:57811", + "accept": false, + "reason": "Same error text, but the contexts differ: subagent model registration versus cron jobs with custom Ollama providers." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet: it correctly treats the set as mostly heterogeneous, identifies the two plausible duplicate subclusters that the packet supports, and its soft-edge rejections stay conservative. The accepted pairs also look reasonably mergeable within the same bugfix family (macOS LaunchAgent bootstrap and memory-core dreaming cleanup/runtime scope)." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 64, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:10386", + "issue:31119", + "issue:32025", + "issue:32937", + "issue:33854", + "issue:34631", + "issue:35871", + "issue:35975", + "issue:36157", + "issue:47563", + "issue:51099", + "issue:51658", + "issue:51873", + "issue:53247", + "issue:53249", + "issue:53397", + "issue:53547", + "issue:53628", + "issue:53721", + "issue:53876", + "issue:55059", + "issue:55304", + "issue:57661", + "issue:58617", + "issue:59234", + "issue:62623", + "issue:62864", + "issue:62880", + "issue:63184", + "issue:63345", + "issue:63609", + "issue:63657", + "issue:63686", + "issue:64867", + "issue:65033", + "issue:65294", + "issue:65362", + "issue:65704", + "issue:65954", + "issue:66131", + "issue:66582", + "issue:66624", + "issue:67051", + "issue:67056", + "issue:67113", + "issue:67177", + "issue:67251", + "issue:67366" + ], + "soft_pairs": [ + "issue:33854|issue:53721", + "issue:35975|issue:36157", + "issue:51658|issue:55059", + "issue:51873|issue:65362", + "issue:53247|issue:63345", + "issue:53397|issue:66131", + "issue:62880|issue:63184", + "issue:63609|issue:67251", + "issue:65033|issue:65704", + "issue:66624|issue:67366", + "issue:62623|issue:63686", + "issue:59234|issue:67113", + "issue:65294|issue:65954", + "issue:51099|issue:53876", + "issue:53249|issue:67056", + "issue:57661|issue:62864", + "issue:53628|issue:67051", + "issue:10386|issue:53547", + "issue:32937|issue:34631", + "issue:31119|issue:35871", + "issue:58617|issue:67177", + "issue:64867|issue:66582", + "issue:32025|issue:47563", + "issue:55304|issue:63657" + ], + "prepared_review_unit_hash": "35b6506fb10de607ccb79bb138943355c284f16798fb23005ed199cdf1c019f8", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 35160, + "estimated_input_tokens": 8790, + "estimated_eval_tokens": 17836 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "The set is mostly heterogeneous and splits into several unrelated bug families; only a handful of pairs look like true duplicates. I accepted the pairs that appear to share the same concrete failure mode and rejected the rest as broader-topic matches only.", + "confidence": 0.9, + "canonical_issue_reason": "No single canonical issue fits the whole set: the items span multiple unrelated bugs rather than one duplicate cluster.", + "canonical_pr_reason": null, + "best_issue_reason": "No global best issue across the full set; the accepted duplicates are spread across different subsystems, so any single choice would be arbitrary.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:33854", + "right": "issue:53721", + "accept": false, + "reason": "Same Telegram/gateway area, but one is a message-delivery regression and the other is intermittent 404s on channel init; different failure modes." + }, + { + "left": "issue:35975", + "right": "issue:36157", + "accept": false, + "reason": "Both mention OpenClaw/API relay, but one is a thinking-mode output error and the other is image-upload/Cloudflare recognition failure." + }, + { + "left": "issue:51658", + "right": "issue:55059", + "accept": false, + "reason": "Both are feature requests for provider APIs, but they target different capabilities (custom Brave base URL vs openai-chat provider type)." + }, + { + "left": "issue:51873", + "right": "issue:65362", + "accept": false, + "reason": "Both involve OpenClaw-like model behavior, but context caching and Ollama model discovery are distinct bugs." + }, + { + "left": "issue:53247", + "right": "issue:63345", + "accept": false, + "reason": "Different plugins and symptoms: WhatsApp crash from missing runtime API vs Matrix missing-keys report." + }, + { + "left": "issue:53397", + "right": "issue:66131", + "accept": false, + "reason": "Both are config-validation problems, but one is a specific web fetch schema issue and the other is plugin ID auto-write/lookup failure." + }, + { + "left": "issue:62880", + "right": "issue:63184", + "accept": true, + "reason": "Same Telegram extension packaging/path bug: the published package is missing or mispoints the setup source file." + }, + { + "left": "issue:63609", + "right": "issue:67251", + "accept": true, + "reason": "Both report CLI subcommands hanging and getting SIGKILL in the exec environment; the Windows report looks like the same regression on a specific platform." + }, + { + "left": "issue:65033", + "right": "issue:65704", + "accept": false, + "reason": "Both are sqlite-vec/Node 24 related, but one is an allowExtension requirement and the other is a Windows load failure." + }, + { + "left": "issue:66624", + "right": "issue:67366", + "accept": false, + "reason": "Both are onboarding TypeErrors, but they happen in different user flows (channel selection vs Telegram token replacement) with no clear shared root cause." + }, + { + "left": "issue:62623", + "right": "issue:63686", + "accept": false, + "reason": "Both involve channel/inbound failures, but Slack DM attachment download and Discord thread_binding_invalid are unrelated bugs." + }, + { + "left": "issue:59234", + "right": "issue:67113", + "accept": false, + "reason": "Both involve QMD on ARM, but one is an unintended llama.cpp build trigger and the other is an embed timeout loop." + }, + { + "left": "issue:53249", + "right": "issue:67056", + "accept": false, + "reason": "Different attachment/runtime bugs: subagent mountPath handling vs provider-header preservation for image runtime." + }, + { + "left": "issue:57661", + "right": "issue:62864", + "accept": false, + "reason": "Both mention timeouts in agent flows, but one is session_send and the other is embedded-run failover; not the same defect." + }, + { + "left": "issue:53628", + "right": "issue:67051", + "accept": false, + "reason": "Both are config-related, but skill-install env expansion and WebUI skill-disable validation are different code paths." + }, + { + "left": "issue:10386", + "right": "issue:53547", + "accept": false, + "reason": "Both mention workspace discovery/loading, but skills not discovered and bootstrap files not loaded are different behaviors and likely different causes." + }, + { + "left": "issue:32937", + "right": "issue:34631", + "accept": false, + "reason": "Both mention 404s, but the affected routes and symptoms differ (WebUI 404 vs LINE webhook route 404 after restart)." + }, + { + "left": "issue:31119", + "right": "issue:35871", + "accept": true, + "reason": "Same stale/wrong dashboard version after upgrade; one report is just a variant of the same version-display bug." + }, + { + "left": "issue:58617", + "right": "issue:67177", + "accept": true, + "reason": "Same msteams DM file-attachment download bug: Graph/share URL handling is preventing attachment retrieval." + }, + { + "left": "issue:64867", + "right": "issue:66582", + "accept": false, + "reason": "The second title is too generic to prove the same root cause; both are in Active Memory, but the concrete timeout/failover failure is only explicit on one side." + }, + { + "left": "issue:32025", + "right": "issue:47563", + "accept": false, + "reason": "Both are macOS update/build failures, but they involve different native dependencies and error modes (node-llama-cpp vs sharp)." + }, + { + "left": "issue:55304", + "right": "issue:63657", + "accept": false, + "reason": "Both happen after gateway restart, but Telegram channel initialization and one-shot cron persistence are different features and failure paths." + }, + { + "left": "issue:65954", + "right": "issue:65294", + "accept": true, + "reason": "Same async/isolated seam: visible exec completion is not reaching follow-up isolated runs, and the broader report describes that same class of failure." + }, + { + "left": "issue:51099", + "right": "issue:53876", + "accept": false, + "reason": "Different regressions after upgrade: missing python3 in sandbox vs Telegram channel becoming not configured." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet: it correctly characterizes the set as mostly heterogeneous and only accepts pairs with a clearly shared concrete failure mode. The accepted pairs are all close matches by title/body context, and the rejected pairs are phrased conservatively rather than overstating similarity. No mergeability issue applies here since these are issue pairs, not PR pairs." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 65, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:24173", + "issue:30300", + "issue:30844", + "issue:31414", + "issue:31481", + "issue:31570", + "issue:31785", + "issue:33157", + "issue:33166", + "issue:33650", + "issue:34324", + "issue:34381", + "issue:36425", + "issue:37465", + "issue:47650", + "issue:50856", + "issue:51656", + "issue:52292", + "issue:52773", + "issue:53162", + "issue:53249", + "issue:53430", + "issue:53599", + "issue:53739", + "issue:53785", + "issue:62472", + "issue:62684", + "issue:62958", + "issue:63189", + "issue:63819", + "issue:63979", + "issue:64245", + "issue:64251", + "issue:64319", + "issue:64971", + "issue:65517", + "issue:65608", + "issue:65694", + "issue:65790", + "issue:66203", + "issue:66786", + "issue:66872", + "issue:67260", + "issue:67574", + "issue:67869", + "issue:68249", + "issue:68470", + "issue:68623" + ], + "soft_pairs": [ + "issue:62684|issue:62958", + "issue:47650|issue:50856", + "issue:53785|issue:65608", + "issue:24173|issue:34381", + "issue:63189|issue:63979", + "issue:65694|issue:68623", + "issue:53430|issue:53739", + "issue:51656|issue:67260", + "issue:64319|issue:66872", + "issue:33166|issue:67574", + "issue:52292|issue:66786", + "issue:31414|issue:64245", + "issue:33650|issue:53599", + "issue:31785|issue:36425", + "issue:65517|issue:67869", + "issue:62472|issue:68470", + "issue:52773|issue:53162", + "issue:53249|issue:68249", + "issue:34324|issue:64971", + "issue:30300|issue:65790", + "issue:30844|issue:64251", + "issue:31481|issue:33157", + "issue:37465|issue:66203", + "issue:31570|issue:63819" + ], + "prepared_review_unit_hash": "539052ac8830deed48decd96342e3d4d1307b6bfe8b15451763545274ca688d9", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 35149, + "estimated_input_tokens": 8788, + "estimated_eval_tokens": 17832 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Mostly a mixed grab-bag of unrelated bug reports. A few pairs do look like true duplicates, especially around streaming state not clearing, token-missing auth, WhatsApp listener failures, and MCP subprocess cleanup; the rest are only loosely similar.", + "confidence": 0.84, + "canonical_issue_reason": "issue:63979 is the most concrete, actionable report in the main streaming-state subgroup: it names the gateway flag that is not being cleared and matches the UI-stuck symptom closely.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:63979 is the strongest representative issue overall because it is specific enough to anchor the streaming/running-status duplicates while remaining directly tied to a concrete state-management bug.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:62684", + "right": "issue:62958", + "accept": false, + "reason": "Both mention local Ollama hangs/timeouts, but one is a pipeline timeout with no logs and the other is a macOS-specific agent hang; not enough evidence they are the same bug." + }, + { + "left": "issue:47650", + "right": "issue:50856", + "accept": false, + "reason": "47650 is a multi-bug regression bundle; 50856 is a focused BlueBubbles route 404 issue. They overlap on one symptom, but not clearly the same underlying change." + }, + { + "left": "issue:53785", + "right": "issue:65608", + "accept": false, + "reason": "One is a missing bundled binary in the npm package, the other is a pnpm build failure from a hardcoded ADDON_DIR. Related dependency area, but different failure modes." + }, + { + "left": "issue:24173", + "right": "issue:34381", + "accept": false, + "reason": "Both involve gateway restart and lost state, but one is about compaction/session context flushing and the other about agent bindings disappearing; too broad to treat as the same bug." + }, + { + "left": "issue:63189", + "right": "issue:63979", + "accept": true, + "reason": "Both describe the same streaming-state failure: the session/UI stays stuck because streaming never gets cleared." + }, + { + "left": "issue:65694", + "right": "issue:68623", + "accept": true, + "reason": "Both describe orphaned MCP subprocesses not being cleaned up, leading to leaks/hanging commands; same underlying cleanup bug." + }, + { + "left": "issue:53430", + "right": "issue:53739", + "accept": false, + "reason": "Unrelated issues: styling glitches versus a Feishu message delivery/load failure." + }, + { + "left": "issue:51656", + "right": "issue:67260", + "accept": false, + "reason": "Different bugs: image-tool routing fallback versus a long-lived Telegram/Ollama fallback problem." + }, + { + "left": "issue:64319", + "right": "issue:66872", + "accept": false, + "reason": "Both are auth/status-related, but one is GitHub authorization UI state and the other is Codex provider status reporting; not the same bug." + }, + { + "left": "issue:33166", + "right": "issue:67574", + "accept": false, + "reason": "No clear overlap: pnpm install failure versus an error after setting a channel in install-daemon flow." + }, + { + "left": "issue:52292", + "right": "issue:66786", + "accept": false, + "reason": "Different subsystems and symptoms: duplicate image sends versus workspace-dir handling in the system prompt." + }, + { + "left": "issue:31414", + "right": "issue:64245", + "accept": false, + "reason": "Both mention npm update, but one is a systemd version mismatch and the other is a missing retry path causing crashes; different problems." + }, + { + "left": "issue:33650", + "right": "issue:53599", + "accept": false, + "reason": "One is a browser-target attach permission error, the other is removal of the browser relay feature; not the same change." + }, + { + "left": "issue:31785", + "right": "issue:36425", + "accept": false, + "reason": "Different plugin-loading failures: /tmp/jiti permissions on Linux versus Telegram plugin load during heartbeat embedded runs." + }, + { + "left": "issue:65517", + "right": "issue:67869", + "accept": false, + "reason": "Both mention event-loop blocking, but they involve different code paths and platforms (embedded sub-agent Telegram starvation vs Windows plugin discovery)." + }, + { + "left": "issue:62472", + "right": "issue:68470", + "accept": false, + "reason": "Both touch compaction/context accounting, but one is incorrect persisted context-window selection across providers and the other is MiniMax prompt-token double counting; distinct bugs." + }, + { + "left": "issue:52773", + "right": "issue:53162", + "accept": true, + "reason": "Both report the same WhatsApp listener being unavailable, causing outbound delivery to fail; the cron-versus-general wording looks like the same root listener bug." + }, + { + "left": "issue:53249", + "right": "issue:68249", + "accept": false, + "reason": "Different attachment/plugin problems: subagent mount-path handling versus Brave plugin not loading at runtime." + }, + { + "left": "issue:34324", + "right": "issue:64971", + "accept": false, + "reason": "Both are message-routing issues, but one is duplicate delivery to Telegram and the other is replies going to webchat instead of the underlying customer channel; not the same artifact." + }, + { + "left": "issue:30300", + "right": "issue:65790", + "accept": false, + "reason": "One is an image-upload stack overflow in Control UI, the other is images not attaching at all in the web UI; different failure modes." + }, + { + "left": "issue:30844", + "right": "issue:64251", + "accept": false, + "reason": "Both involve Codex-related models, but one is provider routing/auth hard-coding and the other is a follow-up-path failure; not the same code-path bug." + }, + { + "left": "issue:31481", + "right": "issue:33157", + "accept": true, + "reason": "Both describe the same 'token missing' web UI/auth failure, with 33157 providing the fuller reproduction detail." + }, + { + "left": "issue:37465", + "right": "issue:66203", + "accept": false, + "reason": "Completely different issues: malformed tool-call output versus Cron Tool corrupting model IDs." + }, + { + "left": "issue:31570", + "right": "issue:63819", + "accept": false, + "reason": "Both are about not making progress, but one is a vague command-execution complaint and the other is a specific stuck-running session state bug; too little evidence they are duplicates." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet and stays conservative overall. The accepted soft pairs are reasonably supported by the issue titles/descriptions, especially the streaming-state, token-missing auth, WhatsApp listener, and MCP cleanup cases. The rejected pairs are appropriately cautious given the limited overlap. No evidence of overstatement that would warrant rejection." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 66, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:32622", + "issue:32637", + "issue:32678", + "issue:32889", + "issue:33879", + "issue:35072", + "issue:35095", + "issue:48212", + "issue:49059", + "issue:51099", + "issue:51593", + "issue:52605", + "issue:52773", + "issue:53138", + "issue:53232", + "issue:53363", + "issue:53485", + "issue:53618", + "issue:53689", + "issue:53761", + "issue:53769", + "issue:55813", + "issue:62783", + "issue:62819", + "issue:63683", + "issue:63829", + "issue:63910", + "issue:64026", + "issue:64254", + "issue:64595", + "issue:64603", + "issue:64912", + "issue:65072", + "issue:65165", + "issue:65431", + "issue:65613", + "issue:65695", + "issue:65990", + "issue:66177", + "issue:66203", + "issue:66381", + "issue:66639", + "issue:66975", + "issue:67334", + "issue:67459", + "issue:67756", + "issue:67989" + ], + "soft_pairs": [ + "issue:53618|issue:65072", + "issue:32678|issue:63683", + "issue:48212|issue:52605", + "issue:62783|issue:67989", + "issue:51593|issue:53689", + "issue:35095|issue:52605", + "issue:65695|issue:65990", + "issue:53363|issue:64026", + "issue:49059|issue:67459", + "issue:53769|issue:62819", + "issue:65431|issue:66639", + "issue:35072|issue:65613", + "issue:64254|issue:64595", + "issue:64603|issue:64912", + "issue:51099|issue:55813", + "issue:53232|issue:53761", + "issue:32637|issue:63829", + "issue:66203|issue:67756", + "issue:52773|issue:53485", + "issue:53138|issue:63910", + "issue:66975|issue:67334", + "issue:66177|issue:66381", + "issue:32622|issue:65165", + "issue:32889|issue:33879" + ], + "prepared_review_unit_hash": "73686a0c53689cfbab3125652abdba03c9b17a319bffe787dbd32571c21206f2", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 24, + "serialized_chars": 34284, + "estimated_input_tokens": 8571, + "estimated_eval_tokens": 17398 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Most candidate pairs are only superficially similar. I accepted three true duplicates: the BlueBubbles/iMessage webhook 404 reports, the Chrome CDP \"not reachable after start\" reports, and the WebChat message flash/disappear regression. The rest differ by channel, provider, or failure mode.", + "confidence": 0.88, + "canonical_issue_reason": "Issue 65990 is the strongest canonical issue: it is the most detailed browser/CDP report, includes a clear repro comparison against manual CDP, and matches issue 65695 on the same concrete startup/connectivity failure.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 65990 is the best overall issue candidate because it is concrete, well-described, and has the highest signal for an actionable root cause among the provided items.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:53618", + "right": "issue:65072", + "accept": false, + "reason": "Both are about image upload, but one is Web UI upload handling and the other is agent-side image reception; not the same bug." + }, + { + "left": "issue:32678", + "right": "issue:63683", + "accept": false, + "reason": "Different subsystems and failures: Feishu plugin routing vs Anthropic CLI behavior." + }, + { + "left": "issue:48212", + "right": "issue:52605", + "accept": true, + "reason": "Same underlying BlueBubbles/iMessage webhook problem: HTTP POST routes return 404 after upgrade." + }, + { + "left": "issue:62783", + "right": "issue:67989", + "accept": false, + "reason": "Both mention OpenRouter, but one is isolated cron-session auth and the other is provider-to-model routing; not the same code-path bug." + }, + { + "left": "issue:51593", + "right": "issue:53689", + "accept": false, + "reason": "Tool-call duplication in group chats is unrelated to a model-not-found error." + }, + { + "left": "issue:35095", + "right": "issue:52605", + "accept": false, + "reason": "Different channels and failures: Google Chat inbound webhook 401 vs BlueBubbles webhook 404." + }, + { + "left": "issue:65695", + "right": "issue:65990", + "accept": true, + "reason": "Same Chrome managed-profile CDP startup/connectivity failure; the second report is a more detailed version of the first." + }, + { + "left": "issue:53363", + "right": "issue:64026", + "accept": false, + "reason": "Both are 400/422 model-call failures, but they involve different providers and error shapes." + }, + { + "left": "issue:49059", + "right": "issue:67459", + "accept": false, + "reason": "Both concern skills snapshots, but one is stale after gateway restart while the other is cache invalidation when new skills are added." + }, + { + "left": "issue:53769", + "right": "issue:62819", + "accept": false, + "reason": "Both are cron delivery failures, but they affect different channels and different failure messages." + }, + { + "left": "issue:65431", + "right": "issue:66639", + "accept": false, + "reason": "Both involve image/tool support, but one is config validation for model image input and the other is provider support for minimax; not the same bug." + }, + { + "left": "issue:35072", + "right": "issue:65613", + "accept": false, + "reason": "Similar health-monitor timing, but different channels and likely different implementations; too broad to merge." + }, + { + "left": "issue:64254", + "right": "issue:64595", + "accept": false, + "reason": "Related memory-core dreaming area, but one is persistence across restarts and the other is repeated execution from an unconsumed token; distinct failures." + }, + { + "left": "issue:64603", + "right": "issue:64912", + "accept": false, + "reason": "Punycode warning reproduction is unrelated to a missing qa/scenarios package causing cache refresh failure." + }, + { + "left": "issue:51099", + "right": "issue:55813", + "accept": false, + "reason": "One is a sandbox image regression breaking python3/file tools; the other is a vague beta breakage report." + }, + { + "left": "issue:53232", + "right": "issue:53761", + "accept": false, + "reason": "Different providers and capabilities: media-understanding missing vs image-generation provider missing." + }, + { + "left": "issue:32637", + "right": "issue:63829", + "accept": false, + "reason": "Both are per-agent configuration features, but cwd and memory-wiki vault are different requests." + }, + { + "left": "issue:66203", + "right": "issue:67756", + "accept": false, + "reason": "Both are cron/model-routing issues, but one corrupts model IDs while the other ignores an ollama prefix; not the same bug." + }, + { + "left": "issue:52773", + "right": "issue:53485", + "accept": false, + "reason": "WhatsApp listener outage and web chat record-loss after update are unrelated." + }, + { + "left": "issue:53138", + "right": "issue:63910", + "accept": false, + "reason": "Clean-install missing WhatsApp plugin differs from missing bash-completions files on upgrade." + }, + { + "left": "issue:66975", + "right": "issue:67334", + "accept": false, + "reason": "Telegram command disappearance and Ollama timeout are different regressions." + }, + { + "left": "issue:66177", + "right": "issue:66381", + "accept": true, + "reason": "Same WebChat regression where a sent message briefly disappears and reappears after response." + }, + { + "left": "issue:32622", + "right": "issue:65165", + "accept": false, + "reason": "Different content-related/image-upload failures; not the same underlying issue." + }, + { + "left": "issue:32889", + "right": "issue:33879", + "accept": false, + "reason": "EISDIR during docs generation is unrelated to the Docker TypeScript build error." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The analysis is grounded in the packet and the accepted soft-edge pairs are conservative: the BlueBubbles/iMessage 404 reports, the Chrome CDP startup/connectivity reports, and the WebChat flash/disappear reports all look like the same underlying bug from the titles alone. The rejected pairs are also mostly cautious, with no obvious overstatement. Canonical issue selection is reasonable based on the amount of detail and the close match to 65695." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 67, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:30300", + "issue:30713", + "issue:30818", + "issue:31246", + "issue:31275", + "issue:33621", + "issue:34901", + "issue:36157", + "issue:36326", + "issue:51175", + "issue:53232", + "issue:53358", + "issue:53769", + "issue:53824", + "issue:53876", + "issue:54629", + "issue:57072", + "issue:62967", + "issue:63428", + "issue:63441", + "issue:63449", + "issue:63918", + "issue:64254", + "issue:64385", + "issue:64409", + "issue:64509", + "issue:64670", + "issue:64867", + "issue:65277", + "issue:65500", + "issue:65516", + "issue:65801", + "issue:66390", + "issue:66516", + "issue:66907", + "issue:67029", + "issue:67045", + "issue:67291", + "issue:67411", + "issue:67412", + "issue:67435", + "issue:67487", + "issue:67547", + "issue:67562", + "issue:67598", + "issue:67730", + "issue:68447" + ], + "soft_pairs": [ + "issue:65516|issue:67547", + "issue:53769|issue:53824", + "issue:62967|issue:63918", + "issue:30300|issue:67487", + "issue:51175|issue:64509", + "issue:30818|issue:65500", + "issue:30713|issue:53358", + "issue:53232|issue:53876", + "issue:66907|issue:67412", + "issue:67291|issue:67411", + "issue:31275|issue:54629", + "issue:63428|issue:63449", + "issue:57072|issue:65801", + "issue:34901|issue:66390", + "issue:31246|issue:54629", + "issue:67435|issue:68447", + "issue:36326|issue:67598", + "issue:63441|issue:64670", + "issue:67029|issue:67562", + "issue:65277|issue:67730", + "issue:64867|issue:66516", + "issue:33621|issue:67045", + "issue:36157|issue:64385", + "issue:64254|issue:64409" + ], + "prepared_review_unit_hash": "2dd0df3d6eb3266fcbc5e5004ee9246869842a20c779fe5f079e11a4aabdbaf8", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 24, + "serialized_chars": 34352, + "estimated_input_tokens": 8588, + "estimated_eval_tokens": 17432 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Most soft edges are false positives across unrelated bug families. The strongest true duplicates are the Active Memory timeout pair, the onboarding \"trim\" crash pair, and the dreaming cron restart/persistence pair; the rest differ by subsystem or concrete failure mode.", + "confidence": 0.84, + "canonical_issue_reason": "issue:64867 is the clearest canonical report: it describes the specific Active Memory failover/timeout path, while issue:66516 is a broader blocker summary of the same problem.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:64867 is the most actionable and specific issue in the set, with a concrete symptom and repro context.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:65516", + "right": "issue:67547", + "accept": false, + "reason": "Both are build/package problems in A2UI, but one is a missing script in the installed package and the other is a bundle/hash dependency on ui/node_modules; different root causes." + }, + { + "left": "issue:53769", + "right": "issue:53824", + "accept": false, + "reason": "Both involve cron delivery/channel handling, but one is a Slack channel support error and the other is an unknown-channel failure after gateway restart." + }, + { + "left": "issue:62967", + "right": "issue:63918", + "accept": false, + "reason": "Both hit OpenAI 400s around reasoning/thinking settings, but they affect different models and different code paths (model capability vs cron agentTurn mapping)." + }, + { + "left": "issue:30300", + "right": "issue:67487", + "accept": false, + "reason": "Both are Control UI image-upload reports, but one is a stack overflow on large uploads and the other is an image not appearing in chat after upload." + }, + { + "left": "issue:51175", + "right": "issue:64509", + "accept": false, + "reason": "Different providers and failures: OAuth geo-blocking 403 versus claude backend reporting out-of-usage." + }, + { + "left": "issue:30818", + "right": "issue:65500", + "accept": false, + "reason": "One is pasted images not reaching the backend; the other is /models not listing custom models. Different features." + }, + { + "left": "issue:30713", + "right": "issue:53358", + "accept": false, + "reason": "Both mention memory indexing hangs, but one is an infinite loop in the command and the other hangs after OpenAI batch completion; not the same concrete bug." + }, + { + "left": "issue:53232", + "right": "issue:53876", + "accept": false, + "reason": "Both are upgrade regressions, but one is media-understanding provider registration and the other is Telegram channel configuration." + }, + { + "left": "issue:66907", + "right": "issue:67412", + "accept": false, + "reason": "Both are chat-UI flicker/desync reports, but one concerns the input text and the other the sent message; too vague to treat as the same bug." + }, + { + "left": "issue:67291", + "right": "issue:67411", + "accept": true, + "reason": "Both report the same onboarding crash from calling trim() on an undefined value during save; they look like the same underlying onboarding validation bug." + }, + { + "left": "issue:31275", + "right": "issue:54629", + "accept": false, + "reason": "Feishu /new session-memory hook failure is unrelated to a status slash command not displaying data." + }, + { + "left": "issue:63428", + "right": "issue:63449", + "accept": true, + "reason": "Both describe the dreaming cron job not surviving gateway restart/boot timing; same lifecycle persistence problem, just different manifestations." + }, + { + "left": "issue:57072", + "right": "issue:65801", + "accept": false, + "reason": "Route-navigation chat state desync is unrelated to messages not being passed to ACP." + }, + { + "left": "issue:34901", + "right": "issue:66390", + "accept": false, + "reason": "Both are macOS update issues, but one is a LaunchAgent plist version field not updating and the other is a file-lock crash during npm update." + }, + { + "left": "issue:31246", + "right": "issue:54629", + "accept": false, + "reason": "Discord slash-command resolution failure and status command output missing data are different bugs." + }, + { + "left": "issue:67435", + "right": "issue:68447", + "accept": false, + "reason": "Both involve provider prefixes, but one is Ollama prepending an ollama/ prefix and the other is LM Studio routing to the wrong provider; different code paths." + }, + { + "left": "issue:36326", + "right": "issue:67598", + "accept": false, + "reason": "Both mention an ignored model override, but one is a hook transform runtime override and the other is a cron payload override; not the same bug." + }, + { + "left": "issue:63441", + "right": "issue:64670", + "accept": false, + "reason": "Multiple Ollama providers and a /btw command / ESC-key issue are unrelated." + }, + { + "left": "issue:67029", + "right": "issue:67562", + "accept": false, + "reason": "Both are dreaming-related, but one is narrative session cleanup with a missing scope and the other is Feishu push using a hardcoded default target." + }, + { + "left": "issue:65277", + "right": "issue:67730", + "accept": false, + "reason": "Both concern dreaming/session-memory session growth, but one is excess session creation from scheduling and the other is cleanup never running." + }, + { + "left": "issue:64867", + "right": "issue:66516", + "accept": true, + "reason": "Same Active Memory timeout bug: 64867 gives the concrete failover-chain symptom, and 66516 is the broader beta-blocker report." + }, + { + "left": "issue:33621", + "right": "issue:67045", + "accept": false, + "reason": "Compaction/tool_use history rejection and sticky model fallback after formatting error are related but not the same concrete failure." + }, + { + "left": "issue:36157", + "right": "issue:64385", + "accept": false, + "reason": "Chinese report about image recognition/upload failure behind a proxy is unrelated to random openclaw.json truncation and API key loss." + }, + { + "left": "issue:64254", + "right": "issue:64409", + "accept": false, + "reason": "Dreaming cron persistence across restart and dreaming config resolution returning enabled=false are different startup/config bugs." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet, and the accepted soft-edge pairs are conservative: 67291/67411 both point to the same onboarding trim() crash, 63428/63449 both describe the dreaming cron surviving startup/restart lifecycle issue, and 64867/66516 are clearly the same Active Memory timeout problem. The rejected pairs are also framed conservatively based on distinct subsystems or failure modes." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 68, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:17101", + "issue:30030", + "issue:31275", + "issue:32983", + "issue:36056", + "issue:37315", + "issue:50017", + "issue:52484", + "issue:53284", + "issue:53335", + "issue:53729", + "issue:53739", + "issue:53797", + "issue:53798", + "issue:53925", + "issue:53959", + "issue:54030", + "issue:59205", + "issue:62684", + "issue:63349", + "issue:63566", + "issue:63609", + "issue:64319", + "issue:64710", + "issue:65072", + "issue:65119", + "issue:65412", + "issue:65455", + "issue:65464", + "issue:65521", + "issue:65698", + "issue:65801", + "issue:66335", + "issue:66621", + "issue:66752", + "issue:66766", + "issue:66806", + "issue:66925", + "issue:66972", + "issue:67032", + "issue:67438", + "issue:67696", + "issue:67922", + "issue:68124", + "issue:68344", + "issue:68513", + "issue:68623" + ], + "soft_pairs": [ + "issue:54030|issue:63349", + "issue:31275|issue:67438", + "issue:62684|issue:64710", + "issue:32983|issue:50017", + "issue:66621|issue:68513", + "issue:52484|issue:64710", + "issue:66752|issue:68124", + "issue:30030|issue:66806", + "issue:65521|issue:66335", + "issue:53959|issue:59205", + "issue:36056|issue:65455", + "issue:53797|issue:53925", + "issue:64319|issue:66766", + "issue:53284|issue:68623", + "issue:17101|issue:53798", + "issue:65698|issue:66925", + "issue:37315|issue:65464", + "issue:65412|issue:67922", + "issue:53739|issue:65801", + "issue:53335|issue:66972", + "issue:65072|issue:67032", + "issue:65119|issue:68344", + "issue:63566|issue:63609", + "issue:53729|issue:67696" + ], + "prepared_review_unit_hash": "9165d6a6256b422acf2c06dc6427c9b883189a014e407a6ae407be758ddb372a", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 24, + "serialized_chars": 34468, + "estimated_input_tokens": 8617, + "estimated_eval_tokens": 17490 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Issue 66925 remains the best canonical issue. One prior soft-edge accept needed to be reversed: the two Ollama timeout reports are similar in theme but not evidenced as the same underlying defect, so they should stay separate.", + "confidence": 0.76, + "canonical_issue_reason": "Issue 66925 is the clearest canonical because it names the specific root cause (`registerMemoryCapability` overwriting `memory-core`\u2019s `publicArtifacts`) and directly explains the older bridge-import failure.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 66925 is the strongest live issue to anchor the cluster: it is explicit about the broken code path, actionable, and subsumes the related earlier report.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:54030", + "right": "issue:63349", + "accept": false, + "reason": "Same broad voice-note area, but WhatsApp transcription regression and Telegram raw .ogg intake are different platform-specific failures." + }, + { + "left": "issue:31275", + "right": "issue:67438", + "accept": false, + "reason": "Different Feishu bugs: `/new` session-memory behavior versus QR-code onboarding failure." + }, + { + "left": "issue:62684", + "right": "issue:64710", + "accept": false, + "reason": "Both are Ollama-related timeout reports, but the packet does not establish the same underlying bug or even the same failure mode; the similarity is too broad to dedupe conservatively." + }, + { + "left": "issue:32983", + "right": "issue:50017", + "accept": false, + "reason": "Both involve model handling, but one is heartbeat config being ignored and the other is fallback after an invalid primary model ID; not the same concrete defect." + }, + { + "left": "issue:66621", + "right": "issue:68513", + "accept": false, + "reason": "Related to images, but webchat attachment rendering and vision-model fallback are distinct failure modes." + }, + { + "left": "issue:52484", + "right": "issue:64710", + "accept": false, + "reason": "Subagent timeout JSON after handoff is unrelated to Ollama agent timeouts." + }, + { + "left": "issue:66752", + "right": "issue:68124", + "accept": false, + "reason": "An ARM64 module-resolution failure and a bootstrap-hook type error are different bugs." + }, + { + "left": "issue:30030", + "right": "issue:66806", + "accept": false, + "reason": "Rate-limit fallback/cooldown behavior is unrelated to an Anthropic-only config incorrectly looking for an OpenAI key." + }, + { + "left": "issue:65521", + "right": "issue:66335", + "accept": true, + "reason": "Both describe managed browser startup failing right after Chrome launch, with CDP/websocket never becoming reachable." + }, + { + "left": "issue:53959", + "right": "issue:59205", + "accept": false, + "reason": "Tool-execution failure in codex and Ollama Cloud 401 auth failure are separate provider issues." + }, + { + "left": "issue:36056", + "right": "issue:65455", + "accept": false, + "reason": "Origin/control-UI policy and the Chinese-language UI display issue are unrelated." + }, + { + "left": "issue:53797", + "right": "issue:53925", + "accept": true, + "reason": "Both are `/btw` failures on github-copilot with unsupported-model 400s, matching the same provider/model-selection bug." + }, + { + "left": "issue:64319", + "right": "issue:66766", + "accept": false, + "reason": "GitHub auth state and Anthropic context-window metadata are different concerns." + }, + { + "left": "issue:53284", + "right": "issue:68623", + "accept": false, + "reason": "Cron message persistence and MCP subprocess cleanup are unrelated isolated-session bugs." + }, + { + "left": "issue:17101", + "right": "issue:53798", + "accept": false, + "reason": "Telegram voice transcription and Feishu audio-duration display are different platform-specific issues." + }, + { + "left": "issue:65698", + "right": "issue:66925", + "accept": true, + "reason": "Same underlying memory-plugin registry bug: `publicArtifacts` is not preserved/restored, causing wiki bridge import/export to fail." + }, + { + "left": "issue:37315", + "right": "issue:65464", + "accept": true, + "reason": "Both describe cron delivery status staying erroneous after a successful send/retry, i.e. stale error bookkeeping." + }, + { + "left": "issue:65412", + "right": "issue:67922", + "accept": true, + "reason": "Both are Dream output-routing bugs where content fails to land in `DREAMS.md` and ends up elsewhere or nowhere." + }, + { + "left": "issue:53739", + "right": "issue:65801", + "accept": false, + "reason": "Feishu message non-response after a plugin upgrade is not the same as generic ACP message forwarding failure." + }, + { + "left": "issue:53335", + "right": "issue:66972", + "accept": false, + "reason": "Both involve `/new`, but one resets incorrectly while the other is blocked by a stale ACP session; different code paths." + }, + { + "left": "issue:65072", + "right": "issue:67032", + "accept": false, + "reason": "Web UI image upload issues are related, but 67032 is broader and also includes message display lag." + }, + { + "left": "issue:65119", + "right": "issue:68344", + "accept": false, + "reason": "Model discovery disappearing is different from Ollama context-window/tool-support problems." + }, + { + "left": "issue:63566", + "right": "issue:63609", + "accept": true, + "reason": "Same v2026.4.9 CLI regression: commands hang and get SIGKILLed, with the gateway becoming unresponsive." + }, + { + "left": "issue:53729", + "right": "issue:67696", + "accept": false, + "reason": "Outbound messages echoing back inbound is unrelated to `[object Object]` serialization artifacts in outbound payloads." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "Most of the summary is grounded and several accepts look well supported, but one soft-edge acceptance is too strong: `issue:62684` vs `issue:64710`. The packet only shows both as Ollama-related timeout reports; it does not clearly establish they are the same underlying bug or even the same failure mode. That inference goes beyond the evidence, so the verdict set is not conservative enough." + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 69, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:33256", + "issue:37123", + "issue:48479", + "issue:50856", + "issue:51099", + "issue:51482", + "issue:51521", + "issue:51554", + "issue:51578", + "issue:51593", + "issue:51873", + "issue:52729", + "issue:52773", + "issue:53566", + "issue:53591", + "issue:53648", + "issue:53672", + "issue:53785", + "issue:53871", + "issue:53949", + "issue:62568", + "issue:62684", + "issue:63128", + "issue:63683", + "issue:63937", + "issue:63968", + "issue:64296", + "issue:64330", + "issue:64409", + "issue:64802", + "issue:65281", + "issue:65289", + "issue:65314", + "issue:65329", + "issue:65368", + "issue:65603", + "issue:65695", + "issue:65870", + "issue:66170", + "issue:66390", + "issue:66393", + "issue:66766", + "issue:66936", + "issue:67093", + "issue:67979", + "issue:68373", + "issue:68707" + ], + "soft_pairs": [ + "issue:63683|issue:65281", + "issue:51099|issue:53871", + "issue:52773|issue:64296", + "issue:37123|issue:65603", + "issue:67979|issue:68373", + "issue:48479|issue:53566", + "issue:53648|issue:65870", + "issue:53949|issue:65329", + "issue:64330|issue:64409", + "issue:63128|issue:66390", + "issue:51554|issue:66766", + "issue:53672|issue:66393", + "issue:51482|issue:51521", + "issue:63937|issue:66936", + "issue:50856|issue:52729", + "issue:51578|issue:65289", + "issue:62684|issue:65314", + "issue:63968|issue:64802", + "issue:65368|issue:66390", + "issue:51593|issue:67093", + "issue:53785|issue:62568", + "issue:65695|issue:66170", + "issue:51873|issue:68707", + "issue:33256|issue:53591" + ], + "prepared_review_unit_hash": "8be4a04114f77cd776e06fd3a9b7d3c41d81f532dbf6ed50807951c643eeb593", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 24, + "serialized_chars": 34480, + "estimated_input_tokens": 8620, + "estimated_eval_tokens": 17496 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This set is mostly heterogeneous; there are a few genuine duplicate-looking pairs, but no single issue/PR can represent the whole cluster.", + "confidence": 0.91, + "canonical_issue_reason": "No single canonical issue spans the full set: it breaks into several unrelated mini-clusters (memory-core, context-window metadata, Ollama timeouts, browser/CDP) rather than one duplicate thread.", + "canonical_pr_reason": null, + "best_issue_reason": "No global best issue for the whole cluster; the strongest duplicate pairs are 64330/64409, 65695/66170, 67979/68373, 62684/65314, and 51554/66766, but they are separate problems.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:63683", + "right": "issue:65281", + "accept": false, + "reason": "Different products and failure modes: Anthropic CLI not working vs Control UI webchat image paste/send." + }, + { + "left": "issue:51099", + "right": "issue:53871", + "accept": false, + "reason": "Unrelated regressions: sandbox image missing python3 vs Telegram channel config after upgrade." + }, + { + "left": "issue:52773", + "right": "issue:64296", + "accept": false, + "reason": "Both WhatsApp-related, but one is an outbound listener dying after upgrade and the other is a connection failing before fully opening; not the same bug." + }, + { + "left": "issue:37123", + "right": "issue:65603", + "accept": false, + "reason": "Onboarding/provider visibility issue vs Azure Foundry request-schema/tool-payload rejection at runtime." + }, + { + "left": "issue:67979", + "right": "issue:68373", + "accept": true, + "reason": "Same memory-wiki bridge/cached-plugin path: both describe memory capability missing, breaking artifact export/import." + }, + { + "left": "issue:48479", + "right": "issue:53566", + "accept": false, + "reason": "Different google-vertex failures: auth mode regression vs unknown-model rejection." + }, + { + "left": "issue:53648", + "right": "issue:65870", + "accept": false, + "reason": "Both mention URLs, but one is a UI search box placeholder bug and the other is a docs link hardcoded to a legacy path." + }, + { + "left": "issue:53949", + "right": "issue:65329", + "accept": false, + "reason": "Different attachment pipelines and integrations: Telegram image downloads vs Teams DM images/file attachments." + }, + { + "left": "issue:64330", + "right": "issue:64409", + "accept": true, + "reason": "Same memory-core dreaming/before_agent_reply path; the config resolution bug plausibly causes the cron jobs to be removed." + }, + { + "left": "issue:63128", + "right": "issue:66390", + "accept": false, + "reason": "Both macOS/gateway related, but one is LaunchAgent re-bootstrap after restart and the other is file-lock problems during npm update." + }, + { + "left": "issue:51554", + "right": "issue:66766", + "accept": true, + "reason": "Same context-window metadata/display problem: incorrect session/context size is shown for model families, with swapped values in the UI/status." + }, + { + "left": "issue:53672", + "right": "issue:66393", + "accept": false, + "reason": "Port/startup failure vs webchat image-viewing failure; different code paths." + }, + { + "left": "issue:51482", + "right": "issue:51521", + "accept": false, + "reason": "Separate feature requests: default reasoning enablement vs custom reasoning language." + }, + { + "left": "issue:63937", + "right": "issue:66936", + "accept": false, + "reason": "Both involve SecretRef/CLI behavior, but one is Slack-plugin registration-time crashes and the other is agents list hanging with unresolved secrets; not the same concrete bug." + }, + { + "left": "issue:50856", + "right": "issue:52729", + "accept": false, + "reason": "Both are webhook 404 regressions, but they reference different hook mechanisms and integrations; too little evidence of one underlying defect." + }, + { + "left": "issue:51578", + "right": "issue:65289", + "accept": false, + "reason": "Different feature requests for voice sending in different chat systems (Feishu bubbles vs WhatsApp PTT)." + }, + { + "left": "issue:62684", + "right": "issue:65314", + "accept": true, + "reason": "Both report Ollama agent-mode timeouts despite the model itself responding; same timeout path is likely involved." + }, + { + "left": "issue:63968", + "right": "issue:64802", + "accept": false, + "reason": "Packaging missing-file regression vs a Railway Docker image version update request." + }, + { + "left": "issue:65368", + "right": "issue:66390", + "accept": false, + "reason": "Different update failures: missing hashed runtime chunk after plugin update vs macOS npm file-lock crash." + }, + { + "left": "issue:51593", + "right": "issue:67093", + "accept": false, + "reason": "Different products and symptoms: duplicated tool-call IDs in WhatsApp group chats vs raw tool-call syntax leaking in Discord." + }, + { + "left": "issue:53785", + "right": "issue:62568", + "accept": false, + "reason": "Both are missing-package regressions, but they affect different dependencies and platforms." + }, + { + "left": "issue:65695", + "right": "issue:66170", + "accept": true, + "reason": "Same browser/CDP self-connect failure: the gateway is blocked from reaching its own Chrome endpoint, effectively tripping SSRF policy against loopback/CDP." + }, + { + "left": "issue:51873", + "right": "issue:68707", + "accept": false, + "reason": "Context caching not working vs token-usage tracking stuck at 0%; related theme, but not the same bug." + }, + { + "left": "issue:33256", + "right": "issue:53591", + "accept": false, + "reason": "Different providers and failures: Google Chat broken vs kimi-coding tool-call payload incompatibility." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary stays grounded in the packet: it correctly treats the set as mostly heterogeneous while identifying a few plausible duplicate pairs. The accepted soft-edge matches are conservative and supported by the titles/descriptions, and the rejected pairs do not overclaim similarity. No single canonical issue/PR is justified for the whole cluster." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 70, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:28222", + "issue:30335", + "issue:33049", + "issue:34308", + "issue:34656", + "issue:51045", + "issue:51144", + "issue:51810", + "issue:51869", + "issue:52257", + "issue:52511", + "issue:52605", + "issue:53138", + "issue:53358", + "issue:54073", + "issue:59205", + "issue:59257", + "issue:62172", + "issue:62214", + "issue:62905", + "issue:62923", + "issue:63345", + "issue:63896", + "issue:64226", + "issue:64418", + "issue:64529", + "issue:64628", + "issue:64938", + "issue:65086", + "issue:65208", + "issue:65420", + "issue:65494", + "issue:65832", + "issue:66125", + "issue:66176", + "issue:66177", + "issue:66281", + "issue:66381", + "issue:66598", + "issue:66688", + "issue:66758", + "issue:66872", + "issue:67056", + "issue:67106", + "issue:67136", + "issue:67250", + "issue:67342", + "issue:67817" + ], + "soft_pairs": [ + "issue:33049|issue:34308", + "issue:51144|issue:52511", + "issue:34656|issue:64418", + "issue:63896|issue:64529", + "issue:54073|issue:64938", + "issue:28222|issue:67817", + "issue:51045|issue:52257", + "issue:51810|issue:59205", + "issue:65208|issue:66281", + "issue:66125|issue:67056", + "issue:66176|issue:66381", + "issue:66177|issue:66598", + "issue:67106|issue:67250", + "issue:59257|issue:65086", + "issue:62172|issue:66872", + "issue:65420|issue:65494", + "issue:53138|issue:63345", + "issue:62905|issue:62923", + "issue:52605|issue:67342", + "issue:64628|issue:66758", + "issue:53358|issue:66688", + "issue:51869|issue:65832", + "issue:62214|issue:64226", + "issue:30335|issue:67136" + ], + "prepared_review_unit_hash": "65661f966c981b615e709fbcdade263f40cdd74e4fa3cd070039db60b43dc1db", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 35267, + "estimated_input_tokens": 8817, + "estimated_eval_tokens": 17890 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This cluster is mostly heterogeneous: many items share only superficial wording around plugins, media, UI flicker, or provider registration. I only accepted a small set of pairs that look like the same concrete bug/regression.", + "confidence": 0.89, + "canonical_issue_reason": "No single canonical issue fits the whole cluster; the accepted duplicates are several separate bugs. If an anchor is needed, the TTS media allowlist regression is the clearest open one.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 63896 is the strongest open issue to keep as the anchor for one accepted duplicate pair: it has a concrete root cause and cleanly matches 64529.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:33049", + "right": "issue:34308", + "accept": true, + "reason": "Both describe the Telegram/forum-topic reply-routing bug; the missing `to` field plausibly causes responses not to return to the bound/requester channel." + }, + { + "left": "issue:51144", + "right": "issue:52511", + "accept": false, + "reason": "Different failures: one is the container restarting/gateway closing, the other is a UI permission modal overflow." + }, + { + "left": "issue:34656", + "right": "issue:64418", + "accept": false, + "reason": "401 auth failures after config change are unrelated to repeated image resizing in context." + }, + { + "left": "issue:63896", + "right": "issue:64529", + "accept": true, + "reason": "Same TTS audio/media-path regression: both say generated audio is blocked by absolute-path allowlist checks under `/tmp/openclaw`." + }, + { + "left": "issue:54073", + "right": "issue:64938", + "accept": false, + "reason": "Both are provider-registration problems, but for different providers and different concrete failure modes." + }, + { + "left": "issue:28222", + "right": "issue:67817", + "accept": false, + "reason": "Unrelated subsystems: diagnostics-otel plugin vs Discord service env wiring." + }, + { + "left": "issue:51045", + "right": "issue:52257", + "accept": false, + "reason": "Image upload reception and a browser-cutoff authorization dialog are different UI bugs." + }, + { + "left": "issue:51810", + "right": "issue:59205", + "accept": false, + "reason": "Telegram SecretRef regression and Ollama Cloud auth 401 are separate issues." + }, + { + "left": "issue:65208", + "right": "issue:66281", + "accept": true, + "reason": "Same browser-tool/macOS Chrome attach problem: missing remote-debugging/CDP attach setup leads to the launch/attach failures described by both." + }, + { + "left": "issue:66125", + "right": "issue:67056", + "accept": false, + "reason": "Different paths: OpenAI-compatible completion fallback vs image-runtime header preservation." + }, + { + "left": "issue:66176", + "right": "issue:66381", + "accept": true, + "reason": "Same sent-message flicker/disappear/reappear symptom in the web chat/control UI, likely the same rendering bug." + }, + { + "left": "issue:66177", + "right": "issue:66598", + "accept": false, + "reason": "Very similar UI symptom, but the titles are not enough to show the same concrete bug or code path." + }, + { + "left": "issue:67106", + "right": "issue:67250", + "accept": false, + "reason": "Both involve disappearing text, but one is Safari/tool-result timing and the other is hiding tool-call display; too different to merge." + }, + { + "left": "issue:59257", + "right": "issue:65086", + "accept": true, + "reason": "Same model-override propagation bug: `modelApplied:true` is reported, but the child/cron session actually runs a fallback model." + }, + { + "left": "issue:62172", + "right": "issue:66872", + "accept": false, + "reason": "Different status-reporting bugs in different subsystems (Discord status vs Codex model status)." + }, + { + "left": "issue:65420", + "right": "issue:65494", + "accept": false, + "reason": "Both are iMessage bugs, but one is an echo loop/filtering problem and the other is a startup ReferenceError." + }, + { + "left": "issue:53138", + "right": "issue:63345", + "accept": false, + "reason": "WhatsApp plugin missing on install and Matrix missing-message-keys are unrelated." + }, + { + "left": "issue:62905", + "right": "issue:62923", + "accept": true, + "reason": "Both point to the same 2026.4.7 extension setup/bundling regression around `setup-entry.js` / `channel.setup.js` for Telegram and Slack." + }, + { + "left": "issue:52605", + "right": "issue:67342", + "accept": false, + "reason": "BlueBubbles webhook 404 after upgrade and runtime-not-initialized on startup are different failure points." + }, + { + "left": "issue:64628", + "right": "issue:66758", + "accept": false, + "reason": "Both are Ollama/image-tool related, but one is missing API-provider registration while the other is unknown-model resolution." + }, + { + "left": "issue:53358", + "right": "issue:66688", + "accept": false, + "reason": "Different bugs: batch-completion hang in clawdbot memory indexing vs unknown memory embedding provider." + }, + { + "left": "issue:51869", + "right": "issue:65832", + "accept": false, + "reason": "Custom-provider vision-input hardcoding and custom-provider model registry lookup are related but not the same bug." + }, + { + "left": "issue:62214", + "right": "issue:64226", + "accept": true, + "reason": "Same WhatsApp media-send regression: one says `sendMedia` is not wired after refactoring, the other says media send silently fails in the same version range." + }, + { + "left": "issue:30335", + "right": "issue:67136", + "accept": false, + "reason": "Edit-tool file-not-found and write-tool claims success without creating a file are different concrete failures." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "Grounded overall and suitably conservative. The summary matches the packet\u2019s mostly heterogeneous issue set, and the accepted soft pairs are all phrased as same-bug/regression matches rather than certainties. No pair looks overstated from the titles alone." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 71, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:24662", + "issue:25663", + "issue:26691", + "issue:30308", + "issue:30818", + "issue:30908", + "issue:32200", + "issue:32678", + "issue:32952", + "issue:34381", + "issue:34582", + "issue:35476", + "issue:47650", + "issue:52292", + "issue:52729", + "issue:53235", + "issue:53318", + "issue:53376", + "issue:53425", + "issue:53485", + "issue:53547", + "issue:53579", + "issue:53705", + "issue:53744", + "issue:53755", + "issue:53786", + "issue:53815", + "issue:53824", + "issue:53959", + "issue:54689", + "issue:62049", + "issue:62958", + "issue:63677", + "issue:64251", + "issue:64352", + "issue:64395", + "issue:64418", + "issue:64603", + "issue:65283", + "issue:65297", + "issue:65450", + "issue:65701", + "issue:67216", + "issue:67357", + "issue:67598", + "issue:68001", + "issue:68147", + "issue:68578" + ], + "soft_pairs": [ + "issue:53579|issue:53705", + "issue:64395|issue:68147", + "issue:62049|issue:64603", + "issue:32952|issue:53547", + "issue:26691|issue:32678", + "issue:30908|issue:34381", + "issue:64352|issue:65297", + "issue:25663|issue:53815", + "issue:34582|issue:35476", + "issue:47650|issue:52729", + "issue:54689|issue:67357", + "issue:64418|issue:68578", + "issue:30818|issue:53485", + "issue:53755|issue:64251", + "issue:52292|issue:65701", + "issue:65283|issue:65450", + "issue:53425|issue:53959", + "issue:24662|issue:53235", + "issue:32200|issue:63677", + "issue:53824|issue:67598", + "issue:62958|issue:68001", + "issue:53744|issue:67216", + "issue:30308|issue:53786", + "issue:53318|issue:53376" + ], + "prepared_review_unit_hash": "8e794ddd529e175333c0228bb06571e19210fb94cd6b03610b36b3970b80de8e", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 34710, + "estimated_input_tokens": 8678, + "estimated_eval_tokens": 17612 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This cluster is mostly a set of unrelated bug reports across different subsystems. The only plausible duplicate is the WhatsApp voice/STT pair, which both describe voice notes/audio not being transcribed before delivery.", + "confidence": 0.94, + "canonical_issue_reason": "issue:32200 is the earlier, broader report of WhatsApp voice transcription failing; issue:63677 appears to be the same STT-pipeline bug with more explicit reproduction detail.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:32200 is the best representative for the accepted duplicate pair because it names the core failure directly and predates the more detailed follow-up report.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:53579", + "right": "issue:53705", + "accept": false, + "reason": "Both mention agents/infrastructure, but one is about lost know-how/configuration and the other is about a destructive delete path; different bugs." + }, + { + "left": "issue:64395", + "right": "issue:68147", + "accept": false, + "reason": "Different domains: weixin message throttling vs model selection UI; no shared code-path." + }, + { + "left": "issue:62049", + "right": "issue:64603", + "accept": false, + "reason": "Both are warning-related, but one is a false-positive plugins.allow warning and the other is a punycode deprecation warning; unrelated." + }, + { + "left": "issue:32952", + "right": "issue:53547", + "accept": false, + "reason": "Installation memory usage vs bootstrap file loading; different failures and layers." + }, + { + "left": "issue:26691", + "right": "issue:32678", + "accept": false, + "reason": "Both are plugin/chat issues, but one is unreadable messages in Nextcloud Talk and the other is Feishu routing/binding misconfiguration; not the same bug." + }, + { + "left": "issue:30908", + "right": "issue:34381", + "accept": false, + "reason": "Duplicate plugin-id warning is a config validation issue; agent bindings disappearing after restart is a state persistence issue." + }, + { + "left": "issue:64352", + "right": "issue:65297", + "accept": false, + "reason": "Both involve media sending, but WhatsApp media delivery and Telegram image-buffer delivery are separate providers and paths." + }, + { + "left": "issue:25663", + "right": "issue:53815", + "accept": false, + "reason": "Session timeout/401 after inactivity is different from Web UI not updating after WhatsApp gateway reconnect." + }, + { + "left": "issue:34582", + "right": "issue:35476", + "accept": false, + "reason": "WhatsApp delivery only appearing after terminal input is not the same as model-selection state duplication in the /model UI." + }, + { + "left": "issue:47650", + "right": "issue:52729", + "accept": false, + "reason": "A multi-bug regression report is too broad to match the specific LINE webhook 404 issue." + }, + { + "left": "issue:54689", + "right": "issue:67357", + "accept": false, + "reason": "Both are file/media sending bugs, but Telegram file regression and Discord file-sending bugs are distinct endpoints and behaviors." + }, + { + "left": "issue:64418", + "right": "issue:68578", + "accept": false, + "reason": "Repeated image resizing in context is unrelated to an infinite loop while asking weather." + }, + { + "left": "issue:30818", + "right": "issue:53485", + "accept": false, + "reason": "Pasted images not sent to backend is different from web chat records disappearing after update." + }, + { + "left": "issue:53755", + "right": "issue:64251", + "accept": false, + "reason": "Both involve codex/model behavior, but one is model catalog exposure and the other is a follow-up execution-path failure; not the same defect." + }, + { + "left": "issue:52292", + "right": "issue:65701", + "accept": false, + "reason": "Duplicate image sends in a skill is not the same as Telegram provider sending duplicate messages for every response." + }, + { + "left": "issue:65283", + "right": "issue:65450", + "accept": false, + "reason": "MiniMax image-model support failure and unknown-model regression are both image-tool issues but point to different root causes." + }, + { + "left": "issue:53425", + "right": "issue:53959", + "accept": false, + "reason": "One is schema validation breaking GPT models after upgrade; the other is tools not executing at all in codex follow-up flow." + }, + { + "left": "issue:24662", + "right": "issue:53235", + "accept": false, + "reason": "Image paste not sent to agent and agent responses not rendering are opposite directions of the webchat flow and appear unrelated." + }, + { + "left": "issue:32200", + "right": "issue:63677", + "accept": true, + "reason": "Both reports describe WhatsApp voice notes/audio failing to enter the transcription pipeline; 63677 is a more explicit description of the same bug." + }, + { + "left": "issue:53824", + "right": "issue:67598", + "accept": false, + "reason": "Unknown channel after gateway restart is a delivery-routing issue, while cron payload.model override ignored is a model selection issue." + }, + { + "left": "issue:62958", + "right": "issue:68001", + "accept": false, + "reason": "Both involve Ollama/local model behavior, but one is a timeout/hang in agent mode and the other is improper TUI reply handling." + }, + { + "left": "issue:53744", + "right": "issue:67216", + "accept": false, + "reason": "Missing image-generation capability in Google plugin is not the same as SSRF blocking on image generation." + }, + { + "left": "issue:30308", + "right": "issue:53786", + "accept": false, + "reason": "Feishu receive-message formatting break and Feishu/local dashboard status desync are different message-handling problems." + }, + { + "left": "issue:53318", + "right": "issue:53376", + "accept": false, + "reason": "Both are Feishu send-message issues, but one is schema/card-parameter incompatibility and the other is a missing receive_id_type parameter; different failures." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet and stays conservative. The only accepted duplicate pair, issue:32200 vs issue:63677, is supported by the titles and descriptions as the same WhatsApp voice-transcription/STT failure. The other soft-edge rejections are appropriately cautious and do not overstate evidence." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 72, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:25663", + "issue:26691", + "issue:29670", + "issue:31440", + "issue:31883", + "issue:32983", + "issue:33043", + "issue:33880", + "issue:34111", + "issue:34527", + "issue:34656", + "issue:35220", + "issue:36182", + "issue:37123", + "issue:42870", + "issue:43680", + "issue:49934", + "issue:50537", + "issue:51158", + "issue:51810", + "issue:53488", + "issue:54613", + "issue:55272", + "issue:63441", + "issue:63461", + "issue:64117", + "issue:64188", + "issue:64351", + "issue:64541", + "issue:64840", + "issue:65072", + "issue:65309", + "issue:65510", + "issue:65519", + "issue:65578", + "issue:65790", + "issue:65794", + "issue:66131", + "issue:66153", + "issue:66507", + "issue:66728", + "issue:66981", + "issue:67056", + "issue:67158", + "issue:67687", + "issue:68188", + "issue:68451" + ], + "soft_pairs": [ + "issue:64188|issue:66981", + "issue:54613|issue:67687", + "issue:29670|issue:49934", + "issue:33043|issue:34527", + "issue:37123|issue:66728", + "issue:50537|issue:51810", + "issue:65510|issue:67158", + "issue:34656|issue:36182", + "issue:31440|issue:66507", + "issue:65578|issue:66131", + "issue:25663|issue:34656", + "issue:33880|issue:66153", + "issue:43680|issue:65519", + "issue:64541|issue:65309", + "issue:31883|issue:53488", + "issue:42870|issue:67056", + "issue:51158|issue:68188", + "issue:26691|issue:34111", + "issue:63441|issue:63461", + "issue:35220|issue:64840", + "issue:65072|issue:65790", + "issue:64117|issue:65794", + "issue:64351|issue:68451", + "issue:32983|issue:55272" + ], + "prepared_review_unit_hash": "5726b92bc30fce7f08a14a95b8afdd18a8bc1bbf67cb6a32c808c1863206a5a3", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 24, + "serialized_chars": 34080, + "estimated_input_tokens": 8520, + "estimated_eval_tokens": 17296 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "The cluster is mostly heterogeneous and not one duplicate set; only a few pairs look like true duplicates or near-duplicates, centered on Matrix message routing, image attachment, model-override precedence, SecretRef handling, and workspace file injection.", + "confidence": 0.91, + "canonical_issue_reason": "No single canonical for the whole set; the cluster is heterogeneous, but issue:51158 is the clearest duplicate anchor among the real matches.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:51158 is the best standalone representative because it most clearly and completely describes the Matrix inbound-message routing bug, with 68188 repeating the same symptom.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:64188", + "right": "issue:66981", + "accept": false, + "reason": "Model-add failure vs browser/gateway timeout; unrelated code paths." + }, + { + "left": "issue:54613", + "right": "issue:67687", + "accept": false, + "reason": "Both are group-message complaints, but WhatsApp receipt failure and Feishu requireMention behavior are different channel-specific bugs." + }, + { + "left": "issue:29670", + "right": "issue:49934", + "accept": false, + "reason": "Control UI auth/pairing issue vs language-mixing UI bug." + }, + { + "left": "issue:33043", + "right": "issue:34527", + "accept": false, + "reason": "TTS audio truncation vs response refresh interrupting streaming; different failure mechanisms." + }, + { + "left": "issue:37123", + "right": "issue:66728", + "accept": false, + "reason": "Provider missing during onboarding vs onboarding crash on Skip for now; separate startup paths." + }, + { + "left": "issue:50537", + "right": "issue:51810", + "accept": true, + "reason": "Same doctor/update SecretRef resolution crash/failure, just with different bot tokens and secret sources." + }, + { + "left": "issue:65510", + "right": "issue:67158", + "accept": false, + "reason": "Firecrawl SecretRef handling vs OAuth model rejection; different providers and failure causes." + }, + { + "left": "issue:34656", + "right": "issue:36182", + "accept": false, + "reason": "Both are 401s, but one is a post-config/gateway auth failure and the other is a Perplexity/OpenRouter API auth error." + }, + { + "left": "issue:31440", + "right": "issue:66507", + "accept": false, + "reason": "Opposite session-scoping bugs across different channel pairs; not the same issue." + }, + { + "left": "issue:65578", + "right": "issue:66131", + "accept": false, + "reason": "Ollama provider discovery vs invalid plugin IDs written during auto-enable." + }, + { + "left": "issue:25663", + "right": "issue:34656", + "accept": false, + "reason": "Inactive web session timeout vs invalid API key after config change; different auth flows." + }, + { + "left": "issue:33880", + "right": "issue:66153", + "accept": false, + "reason": "WhatsApp group session spawning vs self-mode/Meta AI interference; different behaviors." + }, + { + "left": "issue:43680", + "right": "issue:65519", + "accept": true, + "reason": "Both say explicit model overrides are ignored in favor of defaults/primary model, pointing to the same model-selection precedence bug." + }, + { + "left": "issue:64541", + "right": "issue:65309", + "accept": false, + "reason": "Slow first turn with Ollama vs active memory blocking turns; related performance symptoms, but different triggers and scopes." + }, + { + "left": "issue:31883", + "right": "issue:53488", + "accept": true, + "reason": "Same feature request for configurable workspace injection/bootstrap file lists, phrased differently." + }, + { + "left": "issue:42870", + "right": "issue:67056", + "accept": false, + "reason": "Custom OpenAI-compatible baseUrl 403 on backticks vs provider headers lost for image runtime; different request-building bugs." + }, + { + "left": "issue:51158", + "right": "issue:68188", + "accept": true, + "reason": "Same Matrix inbound-message routing failure: messages are received/synced but never reach the agent session." + }, + { + "left": "issue:26691", + "right": "issue:34111", + "accept": false, + "reason": "Talk message reading failure vs webhook POST not firing; different Nextcloud Talk integration paths." + }, + { + "left": "issue:63441", + "right": "issue:63461", + "accept": false, + "reason": "Multiple Ollama providers failing vs CLI --media send not working; unrelated." + }, + { + "left": "issue:35220", + "right": "issue:64840", + "accept": false, + "reason": "Both are model-fallback issues, but one is streaming server_error and the other is HTTP 400 model_not_supported; not the same concrete path." + }, + { + "left": "issue:65072", + "right": "issue:65790", + "accept": true, + "reason": "Same web UI image-attachment bug: uploads/messages fail to carry the image through to the agent." + }, + { + "left": "issue:64117", + "right": "issue:65794", + "accept": false, + "reason": "Voice-call EADDRINUSE vs truncated tool arguments; unrelated." + }, + { + "left": "issue:64351", + "right": "issue:68451", + "accept": false, + "reason": "QMD sidecar auto-start problem vs weixin sidecar killing gateway; opposite lifecycle failures." + }, + { + "left": "issue:32983", + "right": "issue:55272", + "accept": false, + "reason": "Heartbeat config ignored vs UI showing fallback model; backend config bug versus presentation bug." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet and stays conservative: it correctly treats the set as heterogeneous overall, identifies a plausible canonical anchor for the Matrix duplicate pair, and the accepted soft edges are well supported by the issue titles. I don\u2019t see any overstatement that would require rejection." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 73, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:31412", + "issue:32439", + "issue:33854", + "issue:33875", + "issue:33880", + "issue:35306", + "issue:36507", + "issue:38826", + "issue:45482", + "issue:50266", + "issue:51099", + "issue:52324", + "issue:52463", + "issue:53140", + "issue:53168", + "issue:53475", + "issue:53542", + "issue:53697", + "issue:53766", + "issue:53863", + "issue:53949", + "issue:56957", + "issue:57672", + "issue:62623", + "issue:62699", + "issue:63657", + "issue:64117", + "issue:64732", + "issue:64916", + "issue:65133", + "issue:65204", + "issue:65208", + "issue:65315", + "issue:65317", + "issue:65319", + "issue:65329", + "issue:65568", + "issue:65662", + "issue:65848", + "issue:66281", + "issue:66625", + "issue:67093", + "issue:67343", + "issue:67422", + "issue:67491", + "issue:68479", + "issue:68810" + ], + "soft_pairs": [ + "issue:63657|issue:68479", + "issue:33854|issue:56957", + "issue:64732|issue:65319", + "issue:52324|issue:64916", + "issue:36507|issue:53949", + "issue:53542|issue:53863", + "issue:62623|issue:65329", + "issue:51099|issue:65317", + "issue:53168|issue:68810", + "issue:62699|issue:65568", + "issue:31412|issue:52463", + "issue:65315|issue:67422", + "issue:32439|issue:65848", + "issue:33854|issue:33875", + "issue:33880|issue:53140", + "issue:35306|issue:65662", + "issue:45482|issue:53475", + "issue:50266|issue:67093", + "issue:53697|issue:53766", + "issue:57672|issue:64117", + "issue:65204|issue:66281", + "issue:66625|issue:67491", + "issue:65133|issue:65208", + "issue:38826|issue:67343" + ], + "prepared_review_unit_hash": "8549b3f15e5f8c9a0b11d8d2c55a98507d9da700e3073a58649d433b947517bc", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 24, + "serialized_chars": 34367, + "estimated_input_tokens": 8592, + "estimated_eval_tokens": 17440 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This cluster is mostly heterogeneous and does not have one global canonical issue/PR. A few pairs are true duplicates around the same concrete code paths: sandbox write tooling needing python3, macOS launchd respawn, Chrome launch/CDP setup, MiniMax image preprocessing, ACP session resume, and Telegram TTS token leakage. Most other soft edges are superficial keyword matches and should be rejected.", + "confidence": 0.86, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": null, + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:63657", + "right": "issue:68479", + "accept": false, + "reason": "Both mention cron, but one is one-shot job persistence after restart and the other is cron-session tool access regression; different failure modes." + }, + { + "left": "issue:33854", + "right": "issue:56957", + "accept": false, + "reason": "Different channels and different bugs: Telegram delivery failure vs WhatsApp allowlist policy misbehavior." + }, + { + "left": "issue:64732", + "right": "issue:65319", + "accept": false, + "reason": "One is about synthetic command IDs omitted from plugins.allow; the other is about contradictory help guidance for /lossless." + }, + { + "left": "issue:52324", + "right": "issue:64916", + "accept": false, + "reason": "Queue/input buffering while processing is not the same as an image message arriving empty in WebUI." + }, + { + "left": "issue:36507", + "right": "issue:53949", + "accept": false, + "reason": "Different media paths and surfaces: Slack file upload read-tool access vs Telegram image download failure." + }, + { + "left": "issue:53542", + "right": "issue:53863", + "accept": false, + "reason": "Packaging/version metadata issue vs missing Control UI assets; not the same underlying bug." + }, + { + "left": "issue:62623", + "right": "issue:65329", + "accept": false, + "reason": "Both are attachment-loss reports, but they affect different connectors (Slack vs Teams) and don\u2019t clearly share one concrete code path." + }, + { + "left": "issue:51099", + "right": "issue:65317", + "accept": true, + "reason": "Same sandbox mutation-helper/python3 dependency break: the write/edit tools fail because the sandbox image lacks the required Python binary." + }, + { + "left": "issue:53168", + "right": "issue:68810", + "accept": false, + "reason": "Both involve gateway/WebSocket failures, but one is a handshake timeout on CLI commands and the other is a Windows gateway exit/delivery issue." + }, + { + "left": "issue:62699", + "right": "issue:65568", + "accept": true, + "reason": "Same persistent ACP session resume/recovery path: bound sessions cannot be resumed and later turns fail after seemingly healthy status." + }, + { + "left": "issue:31412", + "right": "issue:52463", + "accept": false, + "reason": "A strange New Job section in cron UI is unrelated to session compaction showing internal messages to users." + }, + { + "left": "issue:65315", + "right": "issue:67422", + "accept": false, + "reason": "Internal-message leakage into webchat output is a different bug from real-time streaming not updating until refresh." + }, + { + "left": "issue:32439", + "right": "issue:65848", + "accept": false, + "reason": "General macOS install failure is not the same as installing skills via a Python script." + }, + { + "left": "issue:33854", + "right": "issue:33875", + "accept": false, + "reason": "Both are messaging regressions, but Telegram intermittent delivery failure and Feishu replies=0 are different channel-specific issues." + }, + { + "left": "issue:33880", + "right": "issue:53140", + "accept": false, + "reason": "One is missing agent session spawning in WhatsApp group chats; the other is unsolicited auto-replies. Related subsystem, different bug." + }, + { + "left": "issue:35306", + "right": "issue:65662", + "accept": false, + "reason": "screen_record/system.which failure is unrelated to ElevenLabs audio playback fallback." + }, + { + "left": "issue:45482", + "right": "issue:53475", + "accept": true, + "reason": "Same macOS launchd/KeepAlive respawn bug after SIGTERM; both describe the gateway not being relaunched correctly." + }, + { + "left": "issue:50266", + "right": "issue:67093", + "accept": false, + "reason": "Feishu replies=0 send failure and Discord raw tool-call syntax leakage are distinct messaging bugs." + }, + { + "left": "issue:53697", + "right": "issue:53766", + "accept": false, + "reason": "These are separate schema-validation regressions in different tools, not one shared bug." + }, + { + "left": "issue:57672", + "right": "issue:64117", + "accept": false, + "reason": "Mistral/OpenRouter tool-call validation has nothing to do with the voice-call EADDRINUSE failure." + }, + { + "left": "issue:65204", + "right": "issue:66281", + "accept": false, + "reason": "Generic Chrome startup failure and macOS CDP attach/remote-debugging-port failure are too different to treat as one concrete bug." + }, + { + "left": "issue:66625", + "right": "issue:67491", + "accept": true, + "reason": "Same MiniMax VLM image-handling path: URL images are not converted to base64 before the API call, causing the image tool failure." + }, + { + "left": "issue:65133", + "right": "issue:65208", + "accept": true, + "reason": "Same macOS Chrome launch/CDP setup issue: missing remote-debugging-port leads to failed CDP ready checks." + }, + { + "left": "issue:38826", + "right": "issue:67343", + "accept": true, + "reason": "Same Telegram TTS sanitization leak: internal TTS tokens/closing tags are surfacing in user-visible chat or captions." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet and stays appropriately conservative. The accepted soft-edge pairs all point to the same concrete failure mode or code path from the issue titles (sandbox write tooling/python3, ACP session resume, macOS launchd respawn, Chrome CDP/remote-debugging, MiniMax image preprocessing, Telegram TTS token leakage). The rejected pairs are also mostly conservative, especially where only broad keyword overlap exists without a clear shared bug path." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 74, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:15036", + "issue:28423", + "issue:30316", + "issue:30962", + "issue:34308", + "issue:34527", + "issue:36425", + "issue:41342", + "issue:42870", + "issue:46012", + "issue:50547", + "issue:51873", + "issue:52292", + "issue:52454", + "issue:53658", + "issue:53697", + "issue:53724", + "issue:54073", + "issue:57033", + "issue:60004", + "issue:62272", + "issue:62568", + "issue:62958", + "issue:64092", + "issue:64236", + "issue:65078", + "issue:65192", + "issue:65277", + "issue:65405", + "issue:65611", + "issue:65653", + "issue:65715", + "issue:65867", + "issue:65971", + "issue:66170", + "issue:66358", + "issue:66633", + "issue:66809", + "issue:67084", + "issue:67100", + "issue:67267", + "issue:67483", + "issue:67896", + "issue:67907", + "issue:68002", + "issue:68354", + "issue:68674" + ], + "soft_pairs": [ + "issue:64092|issue:66633", + "issue:36425|issue:60004", + "issue:65611|issue:67084", + "issue:42870|issue:66633", + "issue:53658|issue:57033", + "issue:65078|issue:67267", + "issue:62958|issue:68002", + "issue:66170|issue:66809", + "issue:15036|issue:65971", + "issue:28423|issue:46012", + "issue:34308|issue:65867", + "issue:51873|issue:52292", + "issue:62272|issue:62568", + "issue:65277|issue:68674", + "issue:34527|issue:41342", + "issue:65653|issue:66358", + "issue:64236|issue:65405", + "issue:66358|issue:68354", + "issue:30962|issue:50547", + "issue:54073|issue:65715", + "issue:67896|issue:67907", + "issue:53697|issue:53724", + "issue:67100|issue:67483", + "issue:30316|issue:52454", + "issue:65192|issue:65277" + ], + "prepared_review_unit_hash": "4b3fe626a6ac29aa60ee12f568014aa04841c72108133bb5b790dca5130e5d85", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 25, + "serialized_chars": 34580, + "estimated_input_tokens": 8645, + "estimated_eval_tokens": 17546 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "The set contains multiple small duplicate families rather than one single cluster. Strong matches include the OpenClaw/macOS gateway regressions, Feishu schema failures, Anthropic-Vertex model-registration issues, missing @buape/carbon packaging, managed loopback CDP policy failures, and the dreaming-session accumulation reports. Most other pairs share only a broad subsystem or similar symptoms, so I rejected them.", + "confidence": 0.91, + "canonical_issue_reason": "issue:65971 is the clearest representative of the gateway failure family: it describes the concrete symptom (message processing stops after 15\u201320 minutes and requires restart) and aligns directly with the older gateway crash report.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:65971 is the best overall issue candidate among the provided items because it is specific, reproducible, and matches a clear duplicate partner (issue:15036) with nearly identical gateway/message-processing failure behavior.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:15036", + "right": "issue:65971", + "accept": true, + "reason": "Same underlying gateway/message-processing failure; one report says it crashes, the other says it stops processing until restart." + }, + { + "left": "issue:28423", + "right": "issue:46012", + "accept": true, + "reason": "Both describe the macOS LaunchAgent entrypoint/loading problem after update; same stale agent fix-up bug." + }, + { + "left": "issue:30316", + "right": "issue:52454", + "accept": false, + "reason": "Both are Telegram-related, but one is duplicate message delivery while the other is thread propagation back to Telegram; different bugs." + }, + { + "left": "issue:30962", + "right": "issue:50547", + "accept": false, + "reason": "Discord bot newline formatting and Discord reply failures are separate behaviors and code paths." + }, + { + "left": "issue:34308", + "right": "issue:65867", + "accept": false, + "reason": "Telegram inter-session delivery and Gemini final-tag leakage are unrelated symptoms." + }, + { + "left": "issue:34527", + "right": "issue:41342", + "accept": false, + "reason": "Both involve TTS, but one is streaming interruption on refresh and the other is truncation from a custom endpoint; not the same concrete bug." + }, + { + "left": "issue:36425", + "right": "issue:60004", + "accept": false, + "reason": "Different plugins and different load failures; only broad plugin startup similarity." + }, + { + "left": "issue:42870", + "right": "issue:66633", + "accept": false, + "reason": "Both mention Cloudflare 403s, but one is backtick-triggered on a custom OpenAI-compatible baseUrl and the other is a provider-wide regression after upgrade." + }, + { + "left": "issue:51873", + "right": "issue:52292", + "accept": false, + "reason": "Context caching failure and duplicate image sends are distinct issues." + }, + { + "left": "issue:53658", + "right": "issue:57033", + "accept": false, + "reason": "Both hit Google/Gemini compatibility, but one is fallback/replay-specific and the other is a native provider sending an OpenAI-only store field; not the same bug." + }, + { + "left": "issue:53697", + "right": "issue:53724", + "accept": true, + "reason": "Same Feishu card-schema regression: a required-card-field error caused by the card field being marked required." + }, + { + "left": "issue:54073", + "right": "issue:65715", + "accept": true, + "reason": "Both report anthropic-vertex models/provider missing after upgrade, with startup/runtime failures from the same registration problem." + }, + { + "left": "issue:62272", + "right": "issue:62568", + "accept": true, + "reason": "Exact same missing dependency/package issue: update fails because @buape/carbon is absent from the v2026.4.5 npm package." + }, + { + "left": "issue:62958", + "right": "issue:68002", + "accept": false, + "reason": "Both mention local Ollama, but one is a macOS agent hang and the other is a TUI reply problem; too different to be the same bug." + }, + { + "left": "issue:64092", + "right": "issue:66633", + "accept": false, + "reason": "Error misclassification versus an actual provider 403 regression; not the same underlying defect." + }, + { + "left": "issue:64236", + "right": "issue:65405", + "accept": false, + "reason": "One is a feature request for reasoning defaults, the other is a /model page filtering request." + }, + { + "left": "issue:65078", + "right": "issue:67267", + "accept": false, + "reason": "Telegram transcript visibility after upgrade and a web UI feedback loop are unrelated." + }, + { + "left": "issue:65192", + "right": "issue:65277", + "accept": true, + "reason": "Both describe the same dreaming-session accumulation problem causing too many internal sessions to be created." + }, + { + "left": "issue:65277", + "right": "issue:68674", + "accept": false, + "reason": "Both mention dreaming sessions, but one is unbounded session creation while the other is only creating sessions for the main agent; different symptoms." + }, + { + "left": "issue:65611", + "right": "issue:67084", + "accept": false, + "reason": "CDP attach/session detection and Codex session timeout spam are separate problems." + }, + { + "left": "issue:65653", + "right": "issue:66358", + "accept": true, + "reason": "Both are about dreaming session cleanup/reuse failing and leaving extra/orphaned sessions in the list." + }, + { + "left": "issue:66170", + "right": "issue:66809", + "accept": true, + "reason": "Same managed loopback/CDP policy bug: the agent applies SSRF/policy checks to its own browser endpoint and blocks tab operations." + }, + { + "left": "issue:67100", + "right": "issue:67483", + "accept": false, + "reason": "Both occur during onboarding, but one is a trim-on-undefined channel selection error and the other is a docsPath formatting error." + }, + { + "left": "issue:67896", + "right": "issue:67907", + "accept": false, + "reason": "Exec-tool no-result and OpenRouter stopReason/payload behavior are different failures." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet: it reflects the visible titles and the provided soft-pair structure, and it correctly treats the collection as multiple small duplicate families rather than one monolithic cluster. The accepted edges are mostly conservative, with the clearest exact/near-exact matches called out, and the rejected edges generally avoid overclaiming when only broad subsystem similarity is present." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 75, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:25303", + "issue:26691", + "issue:30308", + "issue:30316", + "issue:30981", + "issue:32326", + "issue:32449", + "issue:32967", + "issue:33143", + "issue:33880", + "issue:34358", + "issue:34530", + "issue:35859", + "issue:37344", + "issue:51056", + "issue:51175", + "issue:53140", + "issue:53236", + "issue:53271", + "issue:53376", + "issue:53475", + "issue:53591", + "issue:53628", + "issue:53672", + "issue:53813", + "issue:62958", + "issue:63128", + "issue:63197", + "issue:63274", + "issue:63683", + "issue:63732", + "issue:64603", + "issue:64710", + "issue:64776", + "issue:65343", + "issue:65657", + "issue:66077", + "issue:66621", + "issue:66633", + "issue:66641", + "issue:66746", + "issue:67248", + "issue:67670", + "issue:67673", + "issue:67854", + "issue:67919", + "issue:68033", + "issue:68165" + ], + "soft_pairs": [ + "issue:30981|issue:33880", + "issue:53672|issue:63683", + "issue:63274|issue:63732", + "issue:64710|issue:65343", + "issue:64776|issue:66746", + "issue:30308|issue:53376", + "issue:63197|issue:67919", + "issue:51175|issue:66633", + "issue:25303|issue:53628", + "issue:25303|issue:53813", + "issue:67670|issue:68033", + "issue:67673|issue:68033", + "issue:32326|issue:34358", + "issue:32967|issue:53236", + "issue:35859|issue:65657", + "issue:53475|issue:63128", + "issue:53140|issue:68165", + "issue:64603|issue:67248", + "issue:32449|issue:51056", + "issue:62958|issue:66077", + "issue:34530|issue:67854", + "issue:26691|issue:66641", + "issue:33143|issue:53591", + "issue:30316|issue:37344", + "issue:53271|issue:66621" + ], + "prepared_review_unit_hash": "992f78a4fb902aafe92d396ffe0fedd3b0f1958ba961f33991ee2c16a4041899", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 25, + "serialized_chars": 35167, + "estimated_input_tokens": 8792, + "estimated_eval_tokens": 17840 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "The cluster is heterogeneous: most pairs are only loosely similar by keywords and do not look like the same underlying bug. The strongest standalone issue here is the detailed tool-call regression report in issue:53591, but I would not merge any of the soft pairs as duplicates.", + "confidence": 0.73, + "canonical_issue_reason": "issue:53591 is the most concrete and actionable report in the tool-call regression subtheme: it names the regression, describes the exact failure mode, and points to a likely root cause.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:53591 is the best representative issue in this set because it is specific, severe, and root-caused, whereas the other items are spread across unrelated subsystems.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:30981", + "right": "issue:33880", + "accept": false, + "reason": "Different products and symptoms: Signal group admin setting leakage vs WhatsApp group messages not spawning sessions." + }, + { + "left": "issue:53672", + "right": "issue:63683", + "accept": false, + "reason": "Control UI port/startup failure is unrelated to Anthropic CLI not working." + }, + { + "left": "issue:63274", + "right": "issue:63732", + "accept": false, + "reason": "Both involve cron, but one is Telegram delivery and the other is a daily atHour reset regression; different failure paths." + }, + { + "left": "issue:64710", + "right": "issue:65343", + "accept": false, + "reason": "Both mention Ollama timeouts, but one is agent-call behavior and the other is a provider-wide 120s timeout; not the same concrete bug." + }, + { + "left": "issue:64776", + "right": "issue:66746", + "accept": false, + "reason": "Runtime memory sync extension loading vs Windows memory indexing falling back to FTS-only are different layers of the memory stack." + }, + { + "left": "issue:30308", + "right": "issue:53376", + "accept": false, + "reason": "Feishu inbound format break and Feishu send-message 400 are opposite directions with different errors." + }, + { + "left": "issue:63197", + "right": "issue:67919", + "accept": false, + "reason": "Both touch memory/wiki bridge mode, but one is artifact import and the other is plugin loading in the CLI; not the same bug." + }, + { + "left": "issue:51175", + "right": "issue:66633", + "accept": false, + "reason": "Both are OpenAI Codex auth failures, but one is unsupported region territory and the other is Cloudflare 403 after an upgrade; different causes." + }, + { + "left": "issue:25303", + "right": "issue:53628", + "accept": false, + "reason": "Verbose output hiding exec calls is unrelated to XDG_CONFIG_HOME not being processed during skill installation." + }, + { + "left": "issue:25303", + "right": "issue:53813", + "accept": false, + "reason": "Verbose output visibility and command-parameter loss are different exec-tool problems." + }, + { + "left": "issue:67670", + "right": "issue:68033", + "accept": false, + "reason": "Both mention Cloudflare/challenge issues, but one is proxy-access blocking and the other adds missing OAuth scope; not the same code-path problem." + }, + { + "left": "issue:67673", + "right": "issue:68033", + "accept": false, + "reason": "Same as above: similar provider name, but different reported failure modes and causes." + }, + { + "left": "issue:32326", + "right": "issue:34358", + "accept": false, + "reason": "Both involve Telegram media, but one is failed download in group topics and the other is sending media attachments on group replies." + }, + { + "left": "issue:32967", + "right": "issue:53236", + "accept": false, + "reason": "npm 404 for unpublished scoped package is not the same as resolving a plugin install request to a skill." + }, + { + "left": "issue:35859", + "right": "issue:65657", + "accept": false, + "reason": "WebChat messages forwarded to Telegram channel vs Telegram labels missing in session history are unrelated." + }, + { + "left": "issue:53475", + "right": "issue:63128", + "accept": false, + "reason": "Both are macOS LaunchAgent issues, but one is respawn after SIGTERM and the other is re-bootstrap after restart; too different to merge." + }, + { + "left": "issue:53140", + "right": "issue:68165", + "accept": false, + "reason": "WhatsApp takeover/auto-reply and WhatsApp validation messages plus Telegram setup failure are different bugs." + }, + { + "left": "issue:64603", + "right": "issue:67248", + "accept": false, + "reason": "A punycode warning regression is unrelated to subagent streamTo/tool-call failures." + }, + { + "left": "issue:32449", + "right": "issue:51056", + "accept": false, + "reason": "Both are auth/401-related, but one is Chrome Extension relay HMAC rejection and the other is OpenRouter missing authentication header; different stacks." + }, + { + "left": "issue:62958", + "right": "issue:66077", + "accept": false, + "reason": "Agent timeout with local Ollama and unknown memory embedding provider are unrelated subsystems." + }, + { + "left": "issue:34530", + "right": "issue:67854", + "accept": false, + "reason": "Gateway restart skipping runs is different from jobs.json not being loaded at all." + }, + { + "left": "issue:26691", + "right": "issue:66641", + "accept": false, + "reason": "Nextcloud Talk message reading failure is unrelated to installer crash after channel selection." + }, + { + "left": "issue:33143", + "right": "issue:53591", + "accept": false, + "reason": "Both concern tool calls, but one is multi-tool empty/invalid calls generally and the other is a specific kimi-coding regression from missing moonshot-thinking payload compatibility." + }, + { + "left": "issue:30316", + "right": "issue:37344", + "accept": false, + "reason": "Telegram duplicate delivery and Discord fetch failures are unrelated." + }, + { + "left": "issue:53271", + "right": "issue:66621", + "accept": false, + "reason": "Image upload not happening and image attachments not rendering are adjacent UI symptoms but not clearly the same underlying defect." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 76, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:30244", + "issue:30300", + "issue:30335", + "issue:30713", + "issue:31119", + "issue:31959", + "issue:33259", + "issue:34308", + "issue:34381", + "issue:34863", + "issue:35609", + "issue:35793", + "issue:35859", + "issue:36301", + "issue:37123", + "issue:37344", + "issue:49347", + "issue:50547", + "issue:53271", + "issue:53295", + "issue:53517", + "issue:53666", + "issue:53721", + "issue:53759", + "issue:53766", + "issue:57256", + "issue:60087", + "issue:62517", + "issue:62985", + "issue:63422", + "issue:64226", + "issue:64352", + "issue:65072", + "issue:65184", + "issue:65322", + "issue:65424", + "issue:65431", + "issue:65455", + "issue:66203", + "issue:66946", + "issue:67102", + "issue:67220", + "issue:67257", + "issue:67334", + "issue:67425", + "issue:67532", + "issue:68124", + "issue:68479" + ], + "soft_pairs": [ + "issue:62517|issue:62985", + "issue:67220|issue:67532", + "issue:34308|issue:35859", + "issue:53295|issue:53766", + "issue:66203|issue:68479", + "issue:57256|issue:65322", + "issue:67334|issue:67425", + "issue:30300|issue:66946", + "issue:49347|issue:65184", + "issue:64226|issue:64352", + "issue:34381|issue:53721", + "issue:37123|issue:50547", + "issue:30335|issue:35793", + "issue:65424|issue:65431", + "issue:67102|issue:68124", + "issue:30713|issue:53666", + "issue:53271|issue:65072", + "issue:33259|issue:65455", + "issue:53517|issue:67257", + "issue:30244|issue:37344", + "issue:60087|issue:63422", + "issue:34863|issue:35609", + "issue:31119|issue:36301", + "issue:31959|issue:53759" + ], + "prepared_review_unit_hash": "f2aaaa92fc6630f04bc0e211bc4dc62c8bb9ebda46a474c44a1fc14afb94ada9", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 34785, + "estimated_input_tokens": 8697, + "estimated_eval_tokens": 17650 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This set is not one cohesive duplicate cluster; it contains several unrelated bug families. A handful of pairs are genuine duplicates, mostly around proxy handling, baseUrl /v1 rewriting, image upload, WhatsApp media sending, version display after upgrade, and macOS system.run probing.", + "confidence": 0.93, + "canonical_issue_reason": "No single canonical issue across the full set: the items span multiple unrelated bugs, with only a few clear duplicate pairs inside the broader collection.", + "canonical_pr_reason": null, + "best_issue_reason": "No global best issue for the whole set; the strongest matches are pair-specific duplicates rather than one representative issue for all items.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:62517", + "right": "issue:62985", + "accept": false, + "reason": "Different bugs: edit-tool tilde-path failure vs Telegram multi-account config error." + }, + { + "left": "issue:67220", + "right": "issue:67532", + "accept": true, + "reason": "Same underlying bug: spurious /v1 appended to baseUrl causing 404s in agent-scoped model config." + }, + { + "left": "issue:34308", + "right": "issue:35859", + "accept": false, + "reason": "Opposite Telegram symptoms: missing delivery to a bound channel vs messages being forwarded to Telegram." + }, + { + "left": "issue:53295", + "right": "issue:53766", + "accept": false, + "reason": "Both are message-tool validation issues, but one is text-only send/card and the other is react/buttons; different code paths." + }, + { + "left": "issue:66203", + "right": "issue:68479", + "accept": false, + "reason": "Cron model-ID corruption is unrelated to cron sessions losing the message tool." + }, + { + "left": "issue:57256", + "right": "issue:65322", + "accept": false, + "reason": "Memory availability false-negative vs chat.history unavailable during startup; different subsystems and failures." + }, + { + "left": "issue:67334", + "right": "issue:67425", + "accept": false, + "reason": "Different runtime failures: Ollama timeout vs OpenRouter turn abandonment/liveness-state issue." + }, + { + "left": "issue:30300", + "right": "issue:66946", + "accept": false, + "reason": "Image-upload stack overflow is unrelated to the Control UI 404/path-duplication issue." + }, + { + "left": "issue:49347", + "right": "issue:65184", + "accept": false, + "reason": "pnpm install failure and gateway unit-file install failure are separate setup problems." + }, + { + "left": "issue:64226", + "right": "issue:64352", + "accept": true, + "reason": "Same WhatsApp media-send regression: text is sent but media is dropped or silently fails." + }, + { + "left": "issue:34381", + "right": "issue:53721", + "accept": false, + "reason": "Gateway restart binding loss is not the same as Telegram channel initialization failure after restart." + }, + { + "left": "issue:37123", + "right": "issue:50547", + "accept": false, + "reason": "Different onboarding problems: missing Azure OpenAI provider vs Discord bot not replying after onboarding." + }, + { + "left": "issue:30335", + "right": "issue:35793", + "accept": false, + "reason": "Edit-tool false 'File not found' and read-tool workdir mismatch are different file-access bugs." + }, + { + "left": "issue:65424", + "right": "issue:65431", + "accept": false, + "reason": "Minimax chat.send dropping images and an image-tool/model-config mismatch are related only broadly, not the same bug." + }, + { + "left": "issue:67102", + "right": "issue:68124", + "accept": false, + "reason": "OpenRouter tool-call suite issue and agent:bootstrap toLowerCase error are different failures." + }, + { + "left": "issue:30713", + "right": "issue:53666", + "accept": false, + "reason": "Both involve memory index, but one is an infinite loop and the other is a zero-chunks regression; not clearly the same defect." + }, + { + "left": "issue:53271", + "right": "issue:65072", + "accept": true, + "reason": "Same web UI image-upload failure: uploads do not reach the agent and may not even trigger network requests." + }, + { + "left": "issue:33259", + "right": "issue:65455", + "accept": false, + "reason": "Stale version display after upgrade is not the same as the vague Control UI display issue." + }, + { + "left": "issue:53517", + "right": "issue:67257", + "accept": false, + "reason": "Plugin install peer-dependency failure and plugin export-shape failure are different load-time issues." + }, + { + "left": "issue:30244", + "right": "issue:37344", + "accept": true, + "reason": "Same Discord outbound proxy bug: fetch fails despite proxy config because outbound REST sends don't honor the proxy." + }, + { + "left": "issue:60087", + "right": "issue:63422", + "accept": false, + "reason": "Both mention exec-tool failures, but one kills the gateway on invocation and the other is a sub-agent exec regression; too different to merge." + }, + { + "left": "issue:34863", + "right": "issue:35609", + "accept": false, + "reason": "Interactive ACP returning only [end_turn] and status hanging after output are different symptoms and likely different code paths." + }, + { + "left": "issue:31119", + "right": "issue:36301", + "accept": true, + "reason": "Same stale version display / UI-service version mismatch after npm global upgrade." + }, + { + "left": "issue:31959", + "right": "issue:53759", + "accept": true, + "reason": "Same macOS system.run.prepare/probe failure preventing Mac binaries and companion app from responding." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary stays grounded in the packet and does not overstate the cluster: it correctly frames the set as multiple unrelated bug families with only a few clear duplicate-like pairs. The accepted soft-edge verdicts are conservative and well-supported by the issue titles, and the rejected ones avoid merging cases that look only loosely related. " + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 77, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:29809", + "issue:31275", + "issue:31570", + "issue:32633", + "issue:33862", + "issue:34249", + "issue:35035", + "issue:35160", + "issue:35220", + "issue:41845", + "issue:46012", + "issue:50964", + "issue:52484", + "issue:53232", + "issue:53249", + "issue:53475", + "issue:53579", + "issue:53729", + "issue:53755", + "issue:53871", + "issue:62574", + "issue:62623", + "issue:62819", + "issue:63067", + "issue:63214", + "issue:63314", + "issue:63590", + "issue:64710", + "issue:65002", + "issue:65151", + "issue:65309", + "issue:65375", + "issue:65519", + "issue:65656", + "issue:65682", + "issue:66166", + "issue:66674", + "issue:66839", + "issue:67029", + "issue:67113", + "issue:67422", + "issue:67598", + "issue:67624", + "issue:67687", + "issue:68108", + "issue:68326", + "issue:68451" + ], + "soft_pairs": [ + "issue:35160|issue:35220", + "issue:53249|issue:62574", + "issue:63314|issue:65002", + "issue:65519|issue:67598", + "issue:64710|issue:67113", + "issue:41845|issue:53475", + "issue:29809|issue:35035", + "issue:65682|issue:68108", + "issue:31570|issue:62623", + "issue:33862|issue:67687", + "issue:46012|issue:68451", + "issue:53579|issue:68326", + "issue:53729|issue:67422", + "issue:31275|issue:34249", + "issue:53232|issue:53871", + "issue:66166|issue:66839", + "issue:50964|issue:53755", + "issue:63067|issue:63590", + "issue:62819|issue:67598", + "issue:65375|issue:65656", + "issue:52484|issue:65309", + "issue:66674|issue:67624", + "issue:63214|issue:67029", + "issue:32633|issue:65151" + ], + "prepared_review_unit_hash": "5e84bb0e6649225960ffe8e3408a9ff38d81c3161d72501ef1463fb85ebe6f6f", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 24, + "serialized_chars": 34626, + "estimated_input_tokens": 8657, + "estimated_eval_tokens": 17570 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This set is not a single duplicate cluster; it mixes many unrelated bugs across gateway, macOS, memory-core, cron, WhatsApp, LINE, Feishu, and model-provider paths. A few soft pairs do look like the same underlying defect, but most should stay separate.", + "confidence": 0.91, + "canonical_issue_reason": "No single canonical issue: the items span multiple unrelated subsystems and symptom families, so there isn\u2019t one clear duplicate target for the whole set.", + "canonical_pr_reason": null, + "best_issue_reason": "No single best issue for this cluster; any representative would be misleading because the apparent duplicates are only local to a few soft pairs, not the whole set.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:35160", + "right": "issue:35220", + "accept": true, + "reason": "Same fallback/retry bug for OpenAI/Codex server_error responses; 35220 is a variant of the same symptom on the Responses API streaming path." + }, + { + "left": "issue:53249", + "right": "issue:62574", + "accept": false, + "reason": "Different features and failure modes: subagent attachment mount path vs TTS provider registration." + }, + { + "left": "issue:63314", + "right": "issue:65002", + "accept": true, + "reason": "Both report the WhatsApp outbound media path dropping media and ending up with hasMedia:false / missing mediaUrl." + }, + { + "left": "issue:65519", + "right": "issue:67598", + "accept": true, + "reason": "Same underlying bug: session/model override is ignored when spawning isolated/sub-agent sessions, so they fall back to the primary model." + }, + { + "left": "issue:64710", + "right": "issue:67113", + "accept": false, + "reason": "Both are timeouts, but they involve different runtimes and causes (Ollama agent call vs QMD embed loop on ARM)." + }, + { + "left": "issue:41845", + "right": "issue:53475", + "accept": true, + "reason": "Same macOS LaunchAgent lifecycle problem: stop/SIGTERM leaves launchd state preventing normal gateway restart/respawn." + }, + { + "left": "issue:29809", + "right": "issue:35035", + "accept": false, + "reason": "Both mention origin allowlisting, but the reported contexts differ enough (gateway host UI access vs app://localhost matching) to treat as separate bugs." + }, + { + "left": "issue:65682", + "right": "issue:68108", + "accept": true, + "reason": "Same regression in the no-config browser SSRF policy resolver returning {} instead of undefined, which breaks CDP status/tabs checks." + }, + { + "left": "issue:31570", + "right": "issue:62623", + "accept": false, + "reason": "Unrelated: command execution regression vs Slack DM attachment download regression." + }, + { + "left": "issue:33862", + "right": "issue:67687", + "accept": false, + "reason": "Both are Feishu issues, but one is a Windows allowlist bug and the other is requireMention delivery behavior." + }, + { + "left": "issue:46012", + "right": "issue:68451", + "accept": false, + "reason": "Different macOS gateway problems: LaunchAgent not loaded after update vs sidecar killing the gateway process." + }, + { + "left": "issue:53579", + "right": "issue:68326", + "accept": false, + "reason": "One is a broad infra/tooling regression, the other is a provider-default/model-selection problem for sub-agents." + }, + { + "left": "issue:53729", + "right": "issue:67422", + "accept": false, + "reason": "Different channels and symptoms: WhatsApp inbound echo vs webchat streaming latency." + }, + { + "left": "issue:31275", + "right": "issue:34249", + "accept": false, + "reason": "No shared underlying bug: Feishu session-memory hook vs CLI boot configuration question." + }, + { + "left": "issue:53232", + "right": "issue:53871", + "accept": false, + "reason": "Both are upgrade regressions, but they affect different provider registrations (media-understanding vs Telegram channel config)." + }, + { + "left": "issue:66166", + "right": "issue:66839", + "accept": true, + "reason": "Same macOS node execution/capability advertisement regression around shell-command / system.run.prepare availability." + }, + { + "left": "issue:50964", + "right": "issue:53755", + "accept": false, + "reason": "Different areas: cron-list termination bug vs OpenAI-Codex model catalog exposure." + }, + { + "left": "issue:63067", + "right": "issue:63590", + "accept": true, + "reason": "Both describe the same memory-core dreaming/plugin-slot conflict where another plugin owning plugins.slots.memory blocks dreaming." + }, + { + "left": "issue:62819", + "right": "issue:67598", + "accept": false, + "reason": "Different cron-session problems: QQ announce delivery failure vs model override propagation." + }, + { + "left": "issue:65375", + "right": "issue:65656", + "accept": false, + "reason": "Both are LINE bugs, but one blocks the webhook response path and the other drops a reply payload pattern with 429." + }, + { + "left": "issue:52484", + "right": "issue:65309", + "accept": false, + "reason": "Different subsystems: subagent handoff timeout JSON vs Active Memory blocking chat turns." + }, + { + "left": "issue:66674", + "right": "issue:67624", + "accept": true, + "reason": "Same provider-level HTML response bug for openai-codex/gpt-5.4; the two reports differ by surface (CLI vs webchat/TUI) but point to the same bad upstream payload handling." + }, + { + "left": "issue:63214", + "right": "issue:67029", + "accept": false, + "reason": "Same memory-core area, but different bugs: schema validation for idempotencyKey vs missing admin scope during cleanup." + }, + { + "left": "issue:32633", + "right": "issue:65151", + "accept": true, + "reason": "Same sessions.json persistence defect: isolated/session metadata is not being saved correctly, leading to restart/orphan-session fallout." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet: the cluster is heterogeneous, and the accepted soft pairs are all reasonably conservative title-level matches rather than overstated merges. The rejected pairs are also mostly cautious and defensible from the evidence provided." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 78, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:30316", + "issue:31237", + "issue:31447", + "issue:32296", + "issue:32449", + "issue:32532", + "issue:34111", + "issue:34377", + "issue:34908", + "issue:36157", + "issue:42614", + "issue:50982", + "issue:51593", + "issue:51639", + "issue:53384", + "issue:53497", + "issue:53517", + "issue:53697", + "issue:53790", + "issue:53982", + "issue:54004", + "issue:54014", + "issue:54689", + "issue:62699", + "issue:63124", + "issue:63190", + "issue:63274", + "issue:64497", + "issue:64788", + "issue:64814", + "issue:64900", + "issue:64971", + "issue:65151", + "issue:65309", + "issue:66095", + "issue:66142", + "issue:66157", + "issue:66391", + "issue:67400", + "issue:67797", + "issue:68049", + "issue:68241", + "issue:68256", + "issue:68261", + "issue:68272", + "issue:68344", + "issue:68413", + "issue:68585" + ], + "soft_pairs": [ + "issue:54004|issue:66142", + "issue:64497|issue:65151", + "issue:66391|issue:68344", + "issue:31447|issue:53384", + "issue:34111|issue:53982", + "issue:54014|issue:67797", + "issue:51593|issue:68413", + "issue:53790|issue:64971", + "issue:62699|issue:67400", + "issue:42614|issue:68241", + "issue:30316|issue:63190", + "issue:36157|issue:64814", + "issue:50982|issue:68585", + "issue:53697|issue:68049", + "issue:32449|issue:32532", + "issue:65309|issue:66157", + "issue:32296|issue:34377", + "issue:34908|issue:54689", + "issue:53497|issue:53517", + "issue:63124|issue:63274", + "issue:66095|issue:68272", + "issue:31237|issue:51639", + "issue:64788|issue:64900", + "issue:68256|issue:68261" + ], + "prepared_review_unit_hash": "50e6579a93b45a7479fe5a5908ec8cb93c3aa45eaf3b83338e5516074b5c138e", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 35273, + "estimated_input_tokens": 8819, + "estimated_eval_tokens": 17894 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "The cluster is mostly a set of unrelated bug reports connected only by loose wording similarity. I found one plausible duplicate pair around Active Memory timeout behavior; the rest should stay separate.", + "confidence": 0.78, + "canonical_issue_reason": "issue:65309 is the best canonical for the only likely duplicate pair: it is broader, earlier, and describes the same underlying Active Memory timeout/blocking behavior across models, while issue:66157 reads like a later channel-specific manifestation.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:65309 is the strongest representative issue in the cluster because it captures the broadest symptom and would plausibly absorb the narrower Discord-session timeout report.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:54004", + "right": "issue:66142", + "accept": false, + "reason": "Both involve cron/isolated execution, but one is a startup hang reaching MiniMax API and the other is exec-tool calls not running; different failures and code paths." + }, + { + "left": "issue:64497", + "right": "issue:65151", + "accept": false, + "reason": "Both are cron/session related, but one is about isolated jobs failing to spawn after inactivity and the other is about sessionFile persistence to sessions.json; not the same bug." + }, + { + "left": "issue:66391", + "right": "issue:68344", + "accept": false, + "reason": "One is a TUI session-ID error for tool calls; the other is Ollama context-window/tool-support problems. Related area, different concrete failures." + }, + { + "left": "issue:31447", + "right": "issue:53384", + "accept": false, + "reason": "Both mention dropped/stuck output, but one is heartbeat queue draining and the other is streaming partial text-block loss; different subsystems and symptoms." + }, + { + "left": "issue:34111", + "right": "issue:53982", + "accept": false, + "reason": "Both involve Nextcloud Talk, but one is webhook POST delivery and the other is a CLI feature flag for sending messages; not the same underlying bug." + }, + { + "left": "issue:54014", + "right": "issue:67797", + "accept": false, + "reason": "OPENCLAW_HOME path resolution and OpenRouter reasoning-flag caching are unrelated settings bugs." + }, + { + "left": "issue:51593", + "right": "issue:68413", + "accept": false, + "reason": "Both hit Moonshot/Kimi, but one is duplicate tool-call IDs in group chats and the other is agent turns timing out before first chunk; different failure modes." + }, + { + "left": "issue:53790", + "right": "issue:64971", + "accept": false, + "reason": "Both are reply-delivery/routing issues, but they affect different session types and failure modes: intermittent webchat tool-execution loss vs misdelivery from externally-backed sessions." + }, + { + "left": "issue:62699", + "right": "issue:67400", + "accept": false, + "reason": "Both mention persistent sessions, but one is recovery after queue-owner loss in ACP/acpx and the other is inability to create persistent sub-agent sessions; not the same bug." + }, + { + "left": "issue:42614", + "right": "issue:68241", + "accept": false, + "reason": "Volcengine prompt_cache_key incompatibility and Claude model recognition are separate provider/model registry issues." + }, + { + "left": "issue:30316", + "right": "issue:63190", + "accept": false, + "reason": "Telegram duplicate text/audio sends are unrelated to Telegram voice notes reaching inbound but not ASR." + }, + { + "left": "issue:36157", + "right": "issue:64814", + "accept": false, + "reason": "Cloudflare image-recognition failure and pluginConfig being null during extension registration are unrelated extension/runtime issues." + }, + { + "left": "issue:50982", + "right": "issue:68585", + "accept": false, + "reason": "Telegram cron thread-id support and Slack thread reply support are different platform feature requests, not duplicates." + }, + { + "left": "issue:53697", + "right": "issue:68049", + "accept": false, + "reason": "Both are Feishu card bugs, but one is a schema-required-field regression and the other is a missing update_multi field in streaming creation; different concrete defects." + }, + { + "left": "issue:32449", + "right": "issue:32532", + "accept": false, + "reason": "One is Chrome Extension Relay auth failing with 401; the other is a startup deadlock waiting for a connected tab. Different problems." + }, + { + "left": "issue:65309", + "right": "issue:66157", + "accept": true, + "reason": "Both report Active Memory timing out/blocking responses across different contexts; the later Discord-specific report looks like the same underlying timeout bug." + }, + { + "left": "issue:32296", + "right": "issue:34377", + "accept": false, + "reason": "Both mention reply misrouting/session confusion, but one is replying to a previous message and the other is fan-out to Telegram from WebChat/Control UI; different routing defects." + }, + { + "left": "issue:34908", + "right": "issue:54689", + "accept": false, + "reason": "Version badge rendering and Telegram file sending are unrelated." + }, + { + "left": "issue:53497", + "right": "issue:53517", + "accept": false, + "reason": "Both are plugin loading issues, but one is missing exports from a plugin-sdk barrel and the other is missing peer-dependency installation; different root causes." + }, + { + "left": "issue:63124", + "right": "issue:63274", + "accept": false, + "reason": "SIGKILL on CLI subcommands and broken cron Telegram delivery are unrelated." + }, + { + "left": "issue:66095", + "right": "issue:68272", + "accept": false, + "reason": "Both concern dropped image attachments, but they describe different models/code paths and are not clearly the same bug." + }, + { + "left": "issue:31237", + "right": "issue:51639", + "accept": false, + "reason": "Heartbeat queue stuck and native heartbeat never firing are related by theme but not clearly the same underlying defect." + }, + { + "left": "issue:64788", + "right": "issue:64900", + "accept": false, + "reason": "Both are CDP/browser connection issues, but one is launchd-related connection failure and the other is stale running-state detection on WSL2/Windows Edge." + }, + { + "left": "issue:68256", + "right": "issue:68261", + "accept": false, + "reason": "Both involve OpenRouter blank output, but one is per-agent auth-profile behavior and the other is a general blank-response regression; not enough evidence they are the same bug." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet, and the soft-edge calls are conservative. The only accepted pair, issue:65309 vs issue:66157, is a plausible same-bug relationship based on the shared Active Memory timeout/blocking behavior, while the rest are reasonably rejected as different failures or different subsystems." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 79, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:30242", + "issue:30981", + "issue:32204", + "issue:32833", + "issue:33758", + "issue:33879", + "issue:34243", + "issue:34631", + "issue:35272", + "issue:35609", + "issue:37322", + "issue:44778", + "issue:49071", + "issue:49395", + "issue:49784", + "issue:50547", + "issue:51168", + "issue:51175", + "issue:51578", + "issue:52221", + "issue:53168", + "issue:53235", + "issue:53335", + "issue:53363", + "issue:53591", + "issue:53606", + "issue:53739", + "issue:53783", + "issue:53798", + "issue:53959", + "issue:55059", + "issue:55813", + "issue:62541", + "issue:62868", + "issue:62920", + "issue:62923", + "issue:64019", + "issue:64043", + "issue:65225", + "issue:65653", + "issue:65801", + "issue:66142", + "issue:66989", + "issue:67667", + "issue:67834", + "issue:67972", + "issue:68605" + ], + "soft_pairs": [ + "issue:30242|issue:53335", + "issue:34243|issue:35272", + "issue:37322|issue:53363", + "issue:53606|issue:55059", + "issue:65225|issue:66142", + "issue:51168|issue:66989", + "issue:30981|issue:53783", + "issue:34631|issue:49395", + "issue:44778|issue:65801", + "issue:51578|issue:53798", + "issue:62920|issue:64043", + "issue:49071|issue:62541", + "issue:50547|issue:53959", + "issue:53591|issue:55813", + "issue:52221|issue:67667", + "issue:33758|issue:50547", + "issue:32833|issue:67972", + "issue:32204|issue:33879", + "issue:53235|issue:68605", + "issue:62868|issue:62923", + "issue:35609|issue:53739", + "issue:49784|issue:53168", + "issue:51175|issue:67834", + "issue:64019|issue:65653" + ], + "prepared_review_unit_hash": "f31c72597e0d57bd40f5441e741520ac19106fee89ac4ab963dcc2b171ce16d4", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 24, + "serialized_chars": 34264, + "estimated_input_tokens": 8566, + "estimated_eval_tokens": 17388 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Most candidate pairs are not true duplicates; the clearest matches are around cron lifecycle, context-token accounting, webchat rendering, a setup-entry packaging regression, and a Docker TS build regression.", + "confidence": 0.73, + "canonical_issue_reason": "issue:62923 is the strongest anchor: it names a specific regression with explicit cross-extension impact (telegram and slack) and a concrete failing file/specifier, making it a good representative issue.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:62923 is the best overall issue candidate because it is specific, regression-oriented, and broad enough to represent a real duplicate cluster cleanly.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:30242", + "right": "issue:53335", + "accept": false, + "reason": "Different bugs: thread-bound subagent spawn failure vs /new incorrectly spawning a subagent instead of resetting session." + }, + { + "left": "issue:34243", + "right": "issue:35272", + "accept": false, + "reason": "Both involve skills access, but one is a sandbox path-escape problem and the other is shared skills visibility for sub-agents; not the same bug." + }, + { + "left": "issue:37322", + "right": "issue:53363", + "accept": false, + "reason": "Unrelated provider failures: 404/no body in TUI/web vs a Mistral 422 error." + }, + { + "left": "issue:53606", + "right": "issue:55059", + "accept": false, + "reason": "These are separate feature requests in different areas: Feishu doc API auth vs adding openai-chat provider type support." + }, + { + "left": "issue:65225", + "right": "issue:66142", + "accept": false, + "reason": "Same cron/session area, but one is stuck-running state and the other is exec tool calls not executing; too different to merge confidently." + }, + { + "left": "issue:51168", + "right": "issue:66989", + "accept": false, + "reason": "Different failures in different channels: AgentMail inbound handling silently failing vs Slack Socket Mode receiving no inbound events at all." + }, + { + "left": "issue:30981", + "right": "issue:53783", + "accept": false, + "reason": "Different integrations and symptoms: Signal admin setting propagation vs Telegram cross-agent session visibility/send failure." + }, + { + "left": "issue:34631", + "right": "issue:49395", + "accept": false, + "reason": "Both mention webhook 404s, but they are separate channel plugins (LINE vs BlueBubbles) with no clear shared code-path evidence." + }, + { + "left": "issue:44778", + "right": "issue:65801", + "accept": false, + "reason": "Feishu image crash/path handling is not the same as messages not being passed to ACP." + }, + { + "left": "issue:51578", + "right": "issue:53798", + "accept": false, + "reason": "Both are Feishu voice-message related, but one is a new asVoice feature and the other is missing audio duration display." + }, + { + "left": "issue:62920", + "right": "issue:64043", + "accept": true, + "reason": "Same underlying managed dreaming cron lifecycle bug: cron is missing/not recreated after startup, config change, or gateway restart." + }, + { + "left": "issue:49071", + "right": "issue:62541", + "accept": false, + "reason": "Duplicate workspace creation on Feishu/new-session actions is a different problem from failing to create a new agent after dreaming config is enabled." + }, + { + "left": "issue:50547", + "right": "issue:53959", + "accept": false, + "reason": "Discord onboarding reply failure and openai-codex tool-execution failure are unrelated." + }, + { + "left": "issue:53591", + "right": "issue:55813", + "accept": false, + "reason": "A specific kimi-coding payload-compat regression is not the same as a vague \"beta is broken\" report." + }, + { + "left": "issue:52221", + "right": "issue:67667", + "accept": true, + "reason": "Same context-usage accounting bug: both report 0% forever because token totals are not being tracked/saved correctly." + }, + { + "left": "issue:33758", + "right": "issue:50547", + "accept": false, + "reason": "MiniMax-CN streaming display issues are unrelated to Discord bot reply failures." + }, + { + "left": "issue:32833", + "right": "issue:67972", + "accept": false, + "reason": "Both are install failures, but one is exec plugin install on a specific version and the other is npm install of the package release; too little evidence they are the same bug." + }, + { + "left": "issue:32204", + "right": "issue:33879", + "accept": true, + "reason": "Both describe Docker build/install TypeScript compile failures; 32204 gives the concrete file/commit details and 33879 reads like the same regression reported more generally." + }, + { + "left": "issue:53235", + "right": "issue:68605", + "accept": true, + "reason": "Same webchat rendering/persistence problem: responses disappear from the UI and images also vanish after a few seconds." + }, + { + "left": "issue:62868", + "right": "issue:62923", + "accept": true, + "reason": "Direct match on the packaging regression: both point to the setup-entry.js/specifier failure affecting bundled extensions." + }, + { + "left": "issue:35609", + "right": "issue:53739", + "accept": false, + "reason": "A hanging status command is unrelated to Feishu MI message delivery failing after an upgrade/plugin install." + }, + { + "left": "issue:49784", + "right": "issue:53168", + "accept": false, + "reason": "Teams file upload via CLI and gateway WebSocket handshake timeouts are different code paths and failures." + }, + { + "left": "issue:51175", + "right": "issue:67834", + "accept": false, + "reason": "Both involve openai-codex 403s, but one is OAuth region rejection and the other is provider URL/model resolution to Cloudflare; different root causes." + }, + { + "left": "issue:64019", + "right": "issue:65653", + "accept": false, + "reason": "Memory-core dreaming generation failing due to missing idempotencyKey is distinct from orphaned-session cleanup problems." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet, and the accepted soft edges are reasonably conservative given the available evidence. The canonical issue choice is also well-supported by the title text for issue:62923. No PR-mergeability concerns apply here." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 80, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:30335", + "issue:31382", + "issue:32473", + "issue:32900", + "issue:32937", + "issue:32983", + "issue:33773", + "issue:34373", + "issue:34394", + "issue:35523", + "issue:37028", + "issue:37036", + "issue:37198", + "issue:44778", + "issue:49934", + "issue:50651", + "issue:51175", + "issue:51609", + "issue:51873", + "issue:53249", + "issue:62958", + "issue:63450", + "issue:63609", + "issue:63657", + "issue:64003", + "issue:64011", + "issue:64139", + "issue:64235", + "issue:64775", + "issue:64833", + "issue:65362", + "issue:65368", + "issue:65558", + "issue:65595", + "issue:65661", + "issue:65662", + "issue:66682", + "issue:66758", + "issue:66866", + "issue:66892", + "issue:67029", + "issue:67152", + "issue:67598", + "issue:67667", + "issue:67775", + "issue:67859", + "issue:67994", + "issue:68623" + ], + "soft_pairs": [ + "issue:65661|issue:65662", + "issue:34394|issue:37028", + "issue:66682|issue:67859", + "issue:64011|issue:66866", + "issue:31382|issue:65368", + "issue:37198|issue:63657", + "issue:50651|issue:65362", + "issue:62958|issue:67994", + "issue:34373|issue:64235", + "issue:51175|issue:64833", + "issue:64775|issue:65558", + "issue:65595|issue:66758", + "issue:44778|issue:66892", + "issue:67775|issue:68623", + "issue:32983|issue:67598", + "issue:35523|issue:51873", + "issue:32473|issue:49934", + "issue:32937|issue:33773", + "issue:37036|issue:67667", + "issue:30335|issue:51609", + "issue:53249|issue:67152", + "issue:64003|issue:67029", + "issue:32900|issue:63450", + "issue:63609|issue:64139" + ], + "prepared_review_unit_hash": "5fa4b2362c701ba90b15e32da83cd31f9ac8b05b764bdc4baaba57deb406687d", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 35059, + "estimated_input_tokens": 8765, + "estimated_eval_tokens": 17786 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "These issues span many unrelated bugs; the soft-similarity pairs are mostly same-subsystem but not the same underlying defect, so I would not deduplicate them. The strongest representative issue is the Telegram delivery report with clear symptoms and logs.", + "confidence": 0.89, + "canonical_issue_reason": "issue:34373 is the clearest, most actionable user-facing bug report in this set: it has a concrete symptom, backend log correlation, and a specific delivery path to investigate.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:34373 is the best canonical issue candidate because it is detailed, reproducible, and describes the failure mode more precisely than the other reports.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:65661", + "right": "issue:65662", + "accept": false, + "reason": "Related to TTS, but one is wrong voice selection in Talk Mode and the other is ElevenLabs playback failure with fallback; different code paths and fixes." + }, + { + "left": "issue:34394", + "right": "issue:37028", + "accept": false, + "reason": "Both mention duplicate Feishu plugin behavior, but one is a warning after upgrade and the other is a gateway crash from duplicate registration; not the same bug." + }, + { + "left": "issue:66682", + "right": "issue:67859", + "accept": false, + "reason": "Both are Telegram issues, but one is startup command registration and the other is reactions/ack handlers not firing; different APIs and symptoms." + }, + { + "left": "issue:64011", + "right": "issue:66866", + "accept": false, + "reason": "Same Discord gateway area, but one is a Windows reconnect crash and the other is excessive RESUME traffic; not the same underlying defect." + }, + { + "left": "issue:31382", + "right": "issue:65368", + "accept": false, + "reason": "One is a global-install root check failure and the other is an update-time missing hashed chunk error; unrelated install/update failures." + }, + { + "left": "issue:37198", + "right": "issue:63657", + "accept": false, + "reason": "Both involve cron jobs, but one is a restart loop on manual trigger after scheduled time while the other loses one-shot jobs after gateway restart." + }, + { + "left": "issue:50651", + "right": "issue:65362", + "accept": false, + "reason": "Model dropdown deduplication and Ollama local-model discovery are different problems; UI filtering vs backend model enumeration." + }, + { + "left": "issue:62958", + "right": "issue:67994", + "accept": false, + "reason": "Both mention Ollama/local models, but one is agent timeout/hang on macOS and the other is TUI reply rendering not updating until restart." + }, + { + "left": "issue:34373", + "right": "issue:64235", + "accept": false, + "reason": "One says Telegram replies are sent but not delivered/shown; the other is a sendMessage network failure. Opposite failure modes." + }, + { + "left": "issue:51175", + "right": "issue:64833", + "accept": false, + "reason": "Both are Codex OAuth issues, but one is unsupported_country_region_territory and the other is invalid_scope/misleading callback handling." + }, + { + "left": "issue:64775", + "right": "issue:65558", + "accept": false, + "reason": "Different OAuth/provider flows: Codex setup fails versus MiniMax onboarding exposing refs after OAuth setup." + }, + { + "left": "issue:65595", + "right": "issue:66758", + "accept": false, + "reason": "One is hardcoded openai/ prefix for image tool provider selection; the other is Ollama/provider image model lookup failing with Unknown model." + }, + { + "left": "issue:44778", + "right": "issue:66892", + "accept": false, + "reason": "Feishu image path propagation and MiniMax tool-call ID formatting are unrelated bugs in different integrations." + }, + { + "left": "issue:67775", + "right": "issue:68623", + "accept": false, + "reason": "Networking to an MCP server at LAN and subprocess cleanup after isolated sessions are different failure classes." + }, + { + "left": "issue:32983", + "right": "issue:67598", + "accept": false, + "reason": "Both involve model overrides, but heartbeat.model being ignored and cron payload.model being ignored happen in different subsystems and execution contexts." + }, + { + "left": "issue:35523", + "right": "issue:51873", + "accept": false, + "reason": "Assistant messages not displaying until restart is a UI refresh bug; context caching failing is a backend/session-state bug." + }, + { + "left": "issue:32473", + "right": "issue:49934", + "accept": false, + "reason": "Secure-context/device-identity requirement and mixed-language UI are unrelated Control UI issues." + }, + { + "left": "issue:32937", + "right": "issue:33773", + "accept": false, + "reason": "WebUI 404 in one report and file-operation/memory-directory problems in the other are not the same defect." + }, + { + "left": "issue:37036", + "right": "issue:67667", + "accept": false, + "reason": "Dashboard Not Found on Windows and /status showing 0% context usage are unrelated symptoms." + }, + { + "left": "issue:30335", + "right": "issue:51609", + "accept": false, + "reason": "Edit tool 'File not found' and sandbox python3 missing are different toolchain failures at different layers." + }, + { + "left": "issue:53249", + "right": "issue:67152", + "accept": false, + "reason": "Both touch subagent/runtime attachment behavior, but one is mountPath handling and the other is request-scoped runtime cleanup/fallback generation; not one concrete bug." + }, + { + "left": "issue:64003", + "right": "issue:67029", + "accept": false, + "reason": "Missing idempotencyKey for REM dreaming and missing operator.admin scope during cleanup are different root causes." + }, + { + "left": "issue:32900", + "right": "issue:63450", + "accept": false, + "reason": "TUI no output and gateway startup blocked by chat.history WS request are not the same code-path problem." + }, + { + "left": "issue:63609", + "right": "issue:64139", + "accept": false, + "reason": "Both mention hangs/SIGKILL, but one is generic CLI commands and the other is exec crontab; too broad to treat as duplicates." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 81, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:30030", + "issue:30257", + "issue:33864", + "issue:33880", + "issue:34111", + "issue:34863", + "issue:36431", + "issue:36608", + "issue:37040", + "issue:41845", + "issue:42515", + "issue:47563", + "issue:51873", + "issue:53138", + "issue:53232", + "issue:53475", + "issue:53687", + "issue:53729", + "issue:53761", + "issue:53906", + "issue:55011", + "issue:62958", + "issue:63428", + "issue:63441", + "issue:64236", + "issue:64395", + "issue:64509", + "issue:64668", + "issue:65092", + "issue:65281", + "issue:65368", + "issue:65653", + "issue:65657", + "issue:65674", + "issue:65686", + "issue:66020", + "issue:66070", + "issue:66318", + "issue:66390", + "issue:66682", + "issue:66786", + "issue:66958", + "issue:67335", + "issue:67400", + "issue:67598", + "issue:67989", + "issue:68211", + "issue:68373" + ], + "soft_pairs": [ + "issue:53475|issue:67335", + "issue:65674|issue:66318", + "issue:33864|issue:42515", + "issue:41845|issue:66390", + "issue:30030|issue:53906", + "issue:63441|issue:64668", + "issue:53232|issue:53687", + "issue:66070|issue:67598", + "issue:33880|issue:67400", + "issue:51873|issue:66786", + "issue:63441|issue:65281", + "issue:30257|issue:63428", + "issue:65092|issue:68373", + "issue:53138|issue:53729", + "issue:53761|issue:55011", + "issue:66020|issue:68211", + "issue:66682|issue:66958", + "issue:62958|issue:64509", + "issue:36431|issue:65657", + "issue:34863|issue:37040", + "issue:34111|issue:67989", + "issue:47563|issue:65368", + "issue:64236|issue:66070", + "issue:64395|issue:65686", + "issue:36608|issue:65653" + ], + "prepared_review_unit_hash": "67fc28994327c2427c68ebb60d3d88232c0f940c4cdf7c1b5a4c136dbccbd876", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 25, + "serialized_chars": 35011, + "estimated_input_tokens": 8753, + "estimated_eval_tokens": 17762 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "The cluster is heterogeneous and splits into several separate duplicate mini-groups (macOS gateway/LaunchAgent, startup hook races, provider-registration regressions, Telegram command registration, memory-plugin cache regression, etc.). No single issue cleanly represents the whole set.", + "confidence": 0.84, + "canonical_issue_reason": "No single canonical issue: the items break into multiple unrelated duplicate subgroups, so selecting one would be misleading.", + "canonical_pr_reason": null, + "best_issue_reason": "Same reason: this is not one coherent bug cluster, but several distinct bug families grouped by soft similarity.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:53475", + "right": "issue:67335", + "accept": true, + "reason": "Both describe the macOS gateway/LaunchAgent being removed or left non-runnable after stop/SIGTERM, preventing normal restart/respawn." + }, + { + "left": "issue:65674", + "right": "issue:66318", + "accept": false, + "reason": "One is a specific security bug about self-modifying critical config files; the other is a broader configuration-safety architecture feature request." + }, + { + "left": "issue:33864", + "right": "issue:42515", + "accept": false, + "reason": "Both involve provider failures, but the concrete failures differ: silent message deletion vs session deadlock/no recovery." + }, + { + "left": "issue:41845", + "right": "issue:66390", + "accept": false, + "reason": "Both are macOS gateway start problems, but one is launchd unload/respawn behavior and the other is npm file-lock/update failure." + }, + { + "left": "issue:30030", + "right": "issue:53906", + "accept": true, + "reason": "Both point to rate-limit cooldown handling blocking fallback/recovery; 30030 is a specific Anthropic case and 53906 is the broader cascade symptom." + }, + { + "left": "issue:63441", + "right": "issue:64668", + "accept": false, + "reason": "Unrelated bugs: Ollama provider routing vs memory-wiki bridge import." + }, + { + "left": "issue:53232", + "right": "issue:53687", + "accept": true, + "reason": "Both describe the same missing media-understanding provider registration regression after update, with one symptom showing up in webchat visual inspection." + }, + { + "left": "issue:66070", + "right": "issue:67598", + "accept": false, + "reason": "One is a feature request for per-agent API key overrides; the other is a bug where cron payload.model overrides are ignored." + }, + { + "left": "issue:33880", + "right": "issue:67400", + "accept": false, + "reason": "Different session problems: WhatsApp group chats not spawning sessions vs persistent sub-agent session creation failure." + }, + { + "left": "issue:51873", + "right": "issue:66786", + "accept": false, + "reason": "Context caching failure and workspace-dir-respecting system prompt are unrelated code paths." + }, + { + "left": "issue:30257", + "right": "issue:63428", + "accept": true, + "reason": "Both are startup-hook timing races where gateway:startup is missed and dependent registration never happens." + }, + { + "left": "issue:65092", + "right": "issue:68373", + "accept": true, + "reason": "Same underlying plugin-cache regression: restore clobbers memory capability and breaks wiki bridge import." + }, + { + "left": "issue:53138", + "right": "issue:53729", + "accept": false, + "reason": "Different WhatsApp issues: missing plugin on clean install vs outbound messages echoed back as inbound." + }, + { + "left": "issue:53761", + "right": "issue:55011", + "accept": true, + "reason": "Both are the same image_generate/provider-registration regression after update, just reported with different versions/symptoms." + }, + { + "left": "issue:66020", + "right": "issue:68211", + "accept": true, + "reason": "Both concern QQ Bot media staging to the required media storage path; one is local qqmedia mirroring, the other is temp TTS files needing that same path." + }, + { + "left": "issue:66682", + "right": "issue:66958", + "accept": true, + "reason": "Both are Telegram startup command-registration failures leading to missing or empty native command menus." + }, + { + "left": "issue:62958", + "right": "issue:64509", + "accept": false, + "reason": "Different providers and symptoms; local Ollama hangs on macOS is not the same bug as claude-cli backend reporting out-of-usage." + }, + { + "left": "issue:36431", + "right": "issue:65657", + "accept": false, + "reason": "Both are labeling/routing bugs, but for different channels and failure modes (TUI/webchat routing vs Telegram history labels)." + }, + { + "left": "issue:34863", + "right": "issue:37040", + "accept": false, + "reason": "The symptoms are too different and vague to establish the same concrete bug path." + }, + { + "left": "issue:34111", + "right": "issue:67989", + "accept": false, + "reason": "Nextcloud webhook dispatch failure and OpenRouter model-routing failure are unrelated." + }, + { + "left": "issue:47563", + "right": "issue:65368", + "accept": false, + "reason": "Different update failures: macOS sharp build error vs missing hashed runtime chunk during plugin update." + }, + { + "left": "issue:64236", + "right": "issue:66070", + "accept": false, + "reason": "Feature request for reasoning defaults is unrelated to per-cron/per-agent API key overrides." + }, + { + "left": "issue:64395", + "right": "issue:65686", + "accept": false, + "reason": "Weixin message-rate limits and cron outbound session-text trimming are unrelated." + }, + { + "left": "issue:36608", + "right": "issue:65653", + "accept": false, + "reason": "Both mention cleanup/leaks, but one is stale deleted session files on disk and the other is orphaned dreaming sessions; not the same bug." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet: it conservatively treats the set as multiple duplicate mini-groups rather than one cluster, and the accepted soft edges are all supported by strong title-level overlap (LaunchAgent/macOS, startup-hook race, provider-registration regressions, Telegram command startup, memory-plugin cache regression, QQ media-path staging). I don\u2019t see an overstatement that would warrant rejection." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 82, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:17101", + "issue:26691", + "issue:30316", + "issue:31144", + "issue:32678", + "issue:33641", + "issue:34941", + "issue:36757", + "issue:41396", + "issue:43767", + "issue:50651", + "issue:51052", + "issue:51557", + "issue:51716", + "issue:53233", + "issue:53824", + "issue:53906", + "issue:54039", + "issue:57661", + "issue:61033", + "issue:63572", + "issue:63657", + "issue:63721", + "issue:63896", + "issue:64117", + "issue:64235", + "issue:64425", + "issue:64528", + "issue:64698", + "issue:64729", + "issue:64801", + "issue:65283", + "issue:65686", + "issue:65795", + "issue:66034", + "issue:66611", + "issue:66624", + "issue:66892", + "issue:66934", + "issue:67032", + "issue:67406", + "issue:67491", + "issue:67986", + "issue:68091", + "issue:68211", + "issue:68413", + "issue:68578", + "issue:68735" + ], + "soft_pairs": [ + "issue:17101|issue:30316", + "issue:51716|issue:64698", + "issue:53824|issue:68091", + "issue:64117|issue:66892", + "issue:66934|issue:67032", + "issue:26691|issue:66624", + "issue:63896|issue:68211", + "issue:57661|issue:68413", + "issue:31144|issue:33641", + "issue:64425|issue:66611", + "issue:63721|issue:65795", + "issue:43767|issue:64528", + "issue:64729|issue:64801", + "issue:50651|issue:67406", + "issue:61033|issue:68578", + "issue:54039|issue:63572", + "issue:36757|issue:51052", + "issue:34941|issue:41396", + "issue:51557|issue:65686", + "issue:65283|issue:67491", + "issue:53233|issue:53906", + "issue:63657|issue:67986", + "issue:64235|issue:68735", + "issue:32678|issue:66034" + ], + "prepared_review_unit_hash": "823804cb43d9f4e451327f0a3e324616ae2666b33abb1810672054cb8725944b", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 34779, + "estimated_input_tokens": 8695, + "estimated_eval_tokens": 17646 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Mostly unrelated issue set, with one strong duplicate pair in webchat disappearing messages. The rest are similar only at a broad subsystem/symptom level and should stay separate.", + "confidence": 0.73, + "canonical_issue_reason": "issue:33641 is the best canonical issue because it is the more specific root-cause report for the webchat disappearance bug (streaming/blockStreamingDefault conflict) and subsumes the older generic disappearance symptom in issue:31144.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:33641 is the strongest representative of the cluster\u2019s only clear duplicate pair: it names the concrete webchat streaming path and likely fix point, making it a better triage target than the broader symptom report.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:17101", + "right": "issue:30316", + "accept": false, + "reason": "Telegram voice transcription vs duplicate outbound delivery are different bugs and code paths." + }, + { + "left": "issue:51716", + "right": "issue:64698", + "accept": false, + "reason": "Different channels and failures: Signal Node 24 SSE fetch error vs Telegram requireMention behavior." + }, + { + "left": "issue:53824", + "right": "issue:68091", + "accept": false, + "reason": "Both involve isolated crons, but one is lost delivery after restart and the other is a misleading timeout on successful completion." + }, + { + "left": "issue:64117", + "right": "issue:66892", + "accept": false, + "reason": "Voice-call EADDRINUSE and MiniMax tool-call ID format/compaction failure are unrelated." + }, + { + "left": "issue:66934", + "right": "issue:67032", + "accept": false, + "reason": "Sender label mismatch and image upload/message lag are separate webchat issues." + }, + { + "left": "issue:26691", + "right": "issue:66624", + "accept": false, + "reason": "Nextcloud Talk message reading and onboarding channel-selection trim error do not match." + }, + { + "left": "issue:63896", + "right": "issue:68211", + "accept": false, + "reason": "Both mention temp/media handling for TTS, but one is an allowlist regression and the other is QQ Bot storage-path compatibility." + }, + { + "left": "issue:57661", + "right": "issue:68413", + "accept": false, + "reason": "Agent-to-agent session_send timeout is not the same as Moonshot/Kimi first-chunk timeout." + }, + { + "left": "issue:31144", + "right": "issue:33641", + "accept": true, + "reason": "Both describe webchat messages disappearing when a new message/stream arrives, likely the same rendering/state bug." + }, + { + "left": "issue:64425", + "right": "issue:66611", + "accept": false, + "reason": "OAuth callback failure and browser attachOnly/CDP connection failure are different subsystems." + }, + { + "left": "issue:63721", + "right": "issue:65795", + "accept": false, + "reason": "Dreaming page rendering regression and unknown-method GatewayRequestError are different failures." + }, + { + "left": "issue:43767", + "right": "issue:64528", + "accept": false, + "reason": "Heartbeat ignoring lightContext and session-memory ignoring workspace isolation are related themes but different bugs." + }, + { + "left": "issue:64729", + "right": "issue:64801", + "accept": false, + "reason": "Both involve plugins.allow, but stale plugin-ID messaging and Discord exclusion/loading are distinct issues." + }, + { + "left": "issue:50651", + "right": "issue:67406", + "accept": false, + "reason": "Duplicate model IDs in dropdown and Ollama cloud vision recognition are unrelated." + }, + { + "left": "issue:61033", + "right": "issue:68578", + "accept": false, + "reason": "Infinite self-reply loop in WhatsApp vs weather prompt looping are different bug reports." + }, + { + "left": "issue:54039", + "right": "issue:63572", + "accept": false, + "reason": "Windows absolute-path doubling in read tool is not the same as migration/doctor stale-path detection." + }, + { + "left": "issue:36757", + "right": "issue:51052", + "accept": false, + "reason": "Per-message Telegram link previews and configurable Control UI title are unrelated features." + }, + { + "left": "issue:34941", + "right": "issue:41396", + "accept": false, + "reason": "Telegram inbound drop and Discord gateway never connecting are different channel-specific inbound failures." + }, + { + "left": "issue:51557", + "right": "issue:65686", + "accept": false, + "reason": "Cron isolated-session/browser compatibility and cron outbound text-scope control are separate bugs." + }, + { + "left": "issue:65283", + "right": "issue:67491", + "accept": false, + "reason": "MiniMax API image-capability mismatch and URL-to-base64 conversion failure are different image-tool problems." + }, + { + "left": "issue:53233", + "right": "issue:53906", + "accept": false, + "reason": "Both mention rate-limit cooldown behavior, but one is fallback-provider leakage and the other is a broader recovery cascade; not clearly the same bug." + }, + { + "left": "issue:63657", + "right": "issue:67986", + "accept": false, + "reason": "Lost one-shot cron jobs after restart and gateway mid-session wedging are different cron/gateway failures." + }, + { + "left": "issue:64235", + "right": "issue:68735", + "accept": false, + "reason": "Telegram sendMessage network failure and provider schema/tool-payload rejection are unrelated request errors." + }, + { + "left": "issue:32678", + "right": "issue:66034", + "accept": false, + "reason": "Feishu binding routing issue and /trace delivery failure on Feishu are not the same underlying defect." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "Grounded and conservative overall. The lone accepted duplicate pair, issue:31144 \u2194 issue:33641, is supported by the packet and the rest of the soft-edge rejections stay on the cautious side without overclaiming equivalence. The summary does not overstate evidence." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 83, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:31442", + "issue:32678", + "issue:32892", + "issue:32952", + "issue:33854", + "issue:34528", + "issue:34908", + "issue:36247", + "issue:36248", + "issue:36270", + "issue:51432", + "issue:53244", + "issue:53284", + "issue:53578", + "issue:53666", + "issue:53824", + "issue:55816", + "issue:57099", + "issue:59205", + "issue:62276", + "issue:62699", + "issue:62868", + "issue:62978", + "issue:63124", + "issue:63428", + "issue:63516", + "issue:63569", + "issue:63686", + "issue:64043", + "issue:64262", + "issue:64590", + "issue:64776", + "issue:65075", + "issue:65156", + "issue:65225", + "issue:65318", + "issue:65801", + "issue:65834", + "issue:66094", + "issue:67029", + "issue:67251", + "issue:67362", + "issue:67576", + "issue:67624", + "issue:68118", + "issue:68120", + "issue:68413" + ], + "soft_pairs": [ + "issue:63124|issue:67251", + "issue:65834|issue:67362", + "issue:31442|issue:62276", + "issue:33854|issue:63516", + "issue:34528|issue:36247", + "issue:34528|issue:36248", + "issue:53824|issue:65225", + "issue:51432|issue:67576", + "issue:64776|issue:65156", + "issue:63428|issue:64043", + "issue:32678|issue:65801", + "issue:64590|issue:67029", + "issue:62699|issue:63686", + "issue:36270|issue:59205", + "issue:66094|issue:68413", + "issue:32892|issue:32952", + "issue:53284|issue:65075", + "issue:62868|issue:62978", + "issue:53244|issue:63569", + "issue:34908|issue:53666", + "issue:55816|issue:57099", + "issue:64262|issue:67624", + "issue:68118|issue:68120", + "issue:53578|issue:65318" + ], + "prepared_review_unit_hash": "181ea501634d83d423522951edb9140121427408eace05372c05bacf3d7b635a", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 24, + "serialized_chars": 34583, + "estimated_input_tokens": 8646, + "estimated_eval_tokens": 17548 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Mostly heterogeneous. issue:36247 is still the best canonical issue because 36248 explicitly duplicates it. Among the soft edges, only a few show enough concrete overlap in the same bug path to be plausible duplicates; most are just broad subsystem/topic similarity and should stay separate.", + "confidence": 0.81, + "canonical_issue_reason": "issue:36247 has the strongest grounding in the packet: 36248 explicitly points to it as a duplicate, and the report cleanly describes the same concrete sessions_send/group-chat 400-and-hang failure.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:36247 is the best representative issue because it is the explicit duplicate target and the clearest statement of the underlying 400/hang delivery bug.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:63124", + "right": "issue:67251", + "accept": false, + "reason": "Very similar SIGKILL wording, but no hard linkage or stronger evidence that these are the same concrete bug rather than related exec failures." + }, + { + "left": "issue:65834", + "right": "issue:67362", + "accept": true, + "reason": "Both point to the same memory-core dreaming cron reconciliation/lifecycle problem, with the startup cron reference playing the same role in the failure." + }, + { + "left": "issue:31442", + "right": "issue:62276", + "accept": false, + "reason": "Different bugs: version badge/install metadata versus startup port-in-use." + }, + { + "left": "issue:33854", + "right": "issue:63516", + "accept": false, + "reason": "Same Telegram area, but the reports describe different failure surfaces and there is no stronger shared evidence tying them to one bug." + }, + { + "left": "issue:34528", + "right": "issue:36247", + "accept": false, + "reason": "Both mention 400 errors, but the concrete code paths differ: Feishu reaction API versus sessions_send announce delivery." + }, + { + "left": "issue:34528", + "right": "issue:36248", + "accept": false, + "reason": "Same as above; the failure paths are not concrete enough to treat as one duplicate bug." + }, + { + "left": "issue:53824", + "right": "issue:65225", + "accept": false, + "reason": "Both involve cron isolated sessions, but one is an Unknown Channel after restart and the other is a task stuck running; too different." + }, + { + "left": "issue:51432", + "right": "issue:67576", + "accept": false, + "reason": "Different provider-resolution regressions: model fallback/missing model versus OpenRouter provider selection being ignored." + }, + { + "left": "issue:64776", + "right": "issue:65156", + "accept": false, + "reason": "Both involve sqlite-vec, but one is load-time failure and the other is ABI/function-registration mismatch." + }, + { + "left": "issue:63428", + "right": "issue:64043", + "accept": true, + "reason": "Same managed memory dreaming cron lifecycle bug: one report says it is not recreated after restart, the other says it is never registered due to startup hook timing." + }, + { + "left": "issue:32678", + "right": "issue:65801", + "accept": false, + "reason": "Different integration failures: Feishu binding routing versus messages not being passed to ACP." + }, + { + "left": "issue:64590", + "right": "issue:67029", + "accept": false, + "reason": "Both touch memory-core, but the concrete failures are different validation/permission errors." + }, + { + "left": "issue:62699", + "right": "issue:63686", + "accept": false, + "reason": "Both are ACP session regressions, but they affect different channels and failure modes." + }, + { + "left": "issue:36270", + "right": "issue:59205", + "accept": false, + "reason": "Both are auth 401s, but one is generic run auth and the other is specifically Ollama Cloud authentication after an update." + }, + { + "left": "issue:66094", + "right": "issue:68413", + "accept": false, + "reason": "Different providers and different timeout surfaces; not the same mergeable bug." + }, + { + "left": "issue:32892", + "right": "issue:32952", + "accept": false, + "reason": "Provider plugin discovery failure versus install-size/runtime footprint issue." + }, + { + "left": "issue:53284", + "right": "issue:65075", + "accept": false, + "reason": "Both are cron isolated-session issues, but persistence in the UI and workspace selection are different bugs." + }, + { + "left": "issue:62868", + "right": "issue:62978", + "accept": true, + "reason": "Same Telegram plugin packaging/loading regression: the bundled missing file and the restart-loop/loading failure look like the same broken install path." + }, + { + "left": "issue:53244", + "right": "issue:63569", + "accept": false, + "reason": "Both are packaging omissions, but they affect different file sets and different breakages." + }, + { + "left": "issue:34908", + "right": "issue:53666", + "accept": false, + "reason": "Unrelated regressions: UI version badge mismatch versus memory index reporting zero chunks." + }, + { + "left": "issue:55816", + "right": "issue:57099", + "accept": false, + "reason": "Both are provider-config problems after upgrade, but one is missing API key resolution and the other is missing provider registration." + }, + { + "left": "issue:64262", + "right": "issue:67624", + "accept": false, + "reason": "Generic garbled output is too broad to merge with the specific HTML-payload/hang regression." + }, + { + "left": "issue:68118", + "right": "issue:68120", + "accept": false, + "reason": "Both mention OpenRouter, but the evidence is still just topical similarity without stronger proof of the same concrete code path." + }, + { + "left": "issue:53578", + "right": "issue:65318", + "accept": false, + "reason": "Both involve google-gemini-cli OAuth, but one is slow-per-turn and the other is a broken/orphaned auth flow." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "The canonical choice for issue:36247 is grounded: the packet shows an explicit duplicate reference involving 36248. However, the soft-edge section is not conservative enough. Several accepted pairs are based only on broad topical similarity in the titles/body summaries, with no hard linkage or stronger shared evidence in the packet (for example 63124|67251, 33854|63516, and 68118|68120). The summary also overstates the evidence by calling these \u2018true duplicates\u2019 concentrated into clusters, when the packet mostly contains low-similarity soft pairs and only one explicit duplicate link. Please tighten the verdicts to cases with clearer concrete overlap or explicit linkage." + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 84, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:26895", + "issue:29367", + "issue:29727", + "issue:31098", + "issue:31442", + "issue:32252", + "issue:34387", + "issue:35827", + "issue:50464", + "issue:50976", + "issue:51554", + "issue:52463", + "issue:53235", + "issue:53244", + "issue:53318", + "issue:53517", + "issue:53542", + "issue:53813", + "issue:53949", + "issue:54253", + "issue:55345", + "issue:57738", + "issue:60004", + "issue:62472", + "issue:62627", + "issue:63440", + "issue:63686", + "issue:63759", + "issue:64015", + "issue:64378", + "issue:64434", + "issue:64698", + "issue:64976", + "issue:65522", + "issue:65678", + "issue:65686", + "issue:66065", + "issue:66298", + "issue:66621", + "issue:66674", + "issue:66768", + "issue:67081", + "issue:67170", + "issue:67901", + "issue:67961", + "issue:68190", + "issue:68520", + "issue:68656" + ], + "soft_pairs": [ + "issue:57738|issue:64698", + "issue:53517|issue:60004", + "issue:66065|issue:68520", + "issue:32252|issue:67170", + "issue:64015|issue:65678", + "issue:26895|issue:31442", + "issue:29367|issue:64378", + "issue:29727|issue:31098", + "issue:34387|issue:50464", + "issue:35827|issue:63440", + "issue:50976|issue:55345", + "issue:51554|issue:62472", + "issue:52463|issue:54253", + "issue:53235|issue:66621", + "issue:53244|issue:53542", + "issue:53318|issue:53813", + "issue:53949|issue:64434", + "issue:62627|issue:67901", + "issue:63686|issue:66298", + "issue:63759|issue:68656", + "issue:64976|issue:65686", + "issue:65522|issue:68190", + "issue:66674|issue:66768", + "issue:67081|issue:67961" + ], + "prepared_review_unit_hash": "365e8a2f549c7183f35bc1692c55a07d5efacc2f172665860c8903cc53403899", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 34961, + "estimated_input_tokens": 8741, + "estimated_eval_tokens": 17738 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Mostly unrelated issues; only one soft duplicate pair is credible: wrong /status context window values caused by persisted context metadata collisions.", + "confidence": 0.86, + "canonical_issue_reason": "issue:62472 is the best canonical: it states the root cause (context token/window persisted incorrectly when providers share a model id) and covers the /status symptom described in issue:51554.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:62472 is the strongest representative issue because it is the most specific root-cause report and explains the broader symptom set.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:57738", + "right": "issue:64698", + "accept": false, + "reason": "Both are Telegram-group related, but one is about long-polling gateway ingress and the other is a requireMention filtering bug; different failure modes." + }, + { + "left": "issue:53517", + "right": "issue:60004", + "accept": false, + "reason": "Both involve missing dependencies and plugin load failure, but they are different plugins and different missing packages; not the same underlying bug." + }, + { + "left": "issue:66065", + "right": "issue:68520", + "accept": false, + "reason": "Unrelated regressions: one is managed browser/CDP connectivity, the other is empty OpenRouter responses." + }, + { + "left": "issue:32252", + "right": "issue:67170", + "accept": false, + "reason": "Different plugins and delivery paths; one is Nostr DM delivery, the other is Telegram audio delivery." + }, + { + "left": "issue:64015", + "right": "issue:65678", + "accept": false, + "reason": "64015 is a broad bundle of several false positives; 65678 is a narrower plugin allowlist/provenance warning. Not clearly the same concrete bug." + }, + { + "left": "issue:26895", + "right": "issue:31442", + "accept": false, + "reason": "Legacy session-key recreation after migration is unrelated to a version/build mismatch on new installs." + }, + { + "left": "issue:29367", + "right": "issue:64378", + "accept": false, + "reason": "Both mention workspace selection, but they target different code paths: default subagents vs Slack-bound routed sessions." + }, + { + "left": "issue:29727", + "right": "issue:31098", + "accept": false, + "reason": "Both show config being ignored, but one is sub-agent allowlist behavior and the other is Telegram bot token handling; different bugs." + }, + { + "left": "issue:34387", + "right": "issue:50464", + "accept": false, + "reason": "No overlap in subsystem or failure mode; gateway folder lookup is unrelated to client block after account re-linking." + }, + { + "left": "issue:35827", + "right": "issue:63440", + "accept": false, + "reason": "Both mention LLM timeout, but one is a null/object error and the other is stale session state after timeout; different root causes." + }, + { + "left": "issue:50976", + "right": "issue:55345", + "accept": false, + "reason": "Both are multi-agent configuration problems, but on different platforms and with different symptoms; not mergeable as one PR." + }, + { + "left": "issue:51554", + "right": "issue:62472", + "accept": true, + "reason": "Same underlying bug: incorrect persisted context token/window data leads to wrong /status values; 62472 provides the root cause, 51554 is the symptom report." + }, + { + "left": "issue:52463", + "right": "issue:54253", + "accept": false, + "reason": "Session-compaction UI error and a RISC-V LLM request failure are unrelated." + }, + { + "left": "issue:53235", + "right": "issue:66621", + "accept": false, + "reason": "Both are webchat rendering issues, but one is missing agent responses and the other is missing user image attachments; different UI paths." + }, + { + "left": "issue:53244", + "right": "issue:53542", + "accept": false, + "reason": "Both are npm/plugin packaging issues, but one is missing runtime modules and the other is a hardcoded API version plus missing Control UI; distinct fixes." + }, + { + "left": "issue:53318", + "right": "issue:53813", + "accept": false, + "reason": "Different tools and failures: Feishu card schema incompatibility vs exec command parameter loss." + }, + { + "left": "issue:53949", + "right": "issue:64434", + "accept": false, + "reason": "Both involve Telegram media, but one is silent download failure and the other is a storage-path mismatch for later reads; not clearly the same bug." + }, + { + "left": "issue:62627", + "right": "issue:67901", + "accept": false, + "reason": "Both block bundled CLI functionality, but one is missing optional dependencies and the other is a plugins.allow gate on the subagents command." + }, + { + "left": "issue:63686", + "right": "issue:66298", + "accept": false, + "reason": "Both touch Discord ACP thread-bound flows, but one is a thread_binding_invalid regression and the other is command routing being swallowed; too different to treat as one bug." + }, + { + "left": "issue:63759", + "right": "issue:68656", + "accept": false, + "reason": "Typing-indicator timing on Telegram is unrelated to Windows startup latency and plugin registration delay." + }, + { + "left": "issue:64976", + "right": "issue:65686", + "accept": false, + "reason": "Both are cron delivery issues, but one is NO_REPLY parsing and the other is over-sending session text; different behavior." + }, + { + "left": "issue:65522", + "right": "issue:68190", + "accept": false, + "reason": "Both concern active-turn concurrency, but one is refresh-induced wedging and the other is dropped messages during tool execution; not the same code-path problem." + }, + { + "left": "issue:66674", + "right": "issue:66768", + "accept": false, + "reason": "Different regressions: error classification for direct CLI infer vs empty completed turns in an image." + }, + { + "left": "issue:67081", + "right": "issue:67961", + "accept": false, + "reason": "Both are delayed user-message rendering issues, but one is webchat and the other is Control UI history-reload behavior; insufficient evidence of a single bug." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet and the soft-edge verdicts are generally conservative. The only accepted pair, issue:51554 with issue:62472, is supported by the packet as a symptom/root-cause match around incorrect persisted context/window data affecting /status. No PR-pair mergeability issues apply here." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 85, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:30844", + "issue:30908", + "issue:30917", + "issue:30923", + "issue:31598", + "issue:31689", + "issue:32678", + "issue:32900", + "issue:32998", + "issue:33166", + "issue:34659", + "issue:35202", + "issue:37299", + "issue:37322", + "issue:37431", + "issue:37494", + "issue:37566", + "issue:51780", + "issue:53405", + "issue:53485", + "issue:53498", + "issue:53798", + "issue:53934", + "issue:63189", + "issue:63461", + "issue:64991", + "issue:65193", + "issue:65281", + "issue:65316", + "issue:65317", + "issue:65786", + "issue:66090", + "issue:66262", + "issue:66263", + "issue:66288", + "issue:66323", + "issue:66324", + "issue:66325", + "issue:66406", + "issue:66677", + "issue:67150", + "issue:67414", + "issue:67537", + "issue:67649", + "issue:67740", + "issue:67741", + "issue:68522", + "issue:68540" + ], + "soft_pairs": [ + "issue:67740|issue:68522", + "issue:32900|issue:37566", + "issue:32900|issue:32998", + "issue:32998|issue:37566", + "issue:53405|issue:66325", + "issue:34659|issue:37566", + "issue:37431|issue:53485", + "issue:66677|issue:67649", + "issue:53405|issue:66323", + "issue:53405|issue:66324", + "issue:67537|issue:67741", + "issue:30844|issue:30923", + "issue:37322|issue:37431", + "issue:30917|issue:53498", + "issue:66262|issue:66263", + "issue:63189|issue:67150", + "issue:53798|issue:68540", + "issue:37299|issue:65193", + "issue:63461|issue:66090", + "issue:32998|issue:34659", + "issue:65316|issue:65317", + "issue:37431|issue:53934", + "issue:64991|issue:65281", + "issue:66288|issue:67414", + "issue:33166|issue:37494", + "issue:65786|issue:66406", + "issue:30908|issue:35202", + "issue:31598|issue:31689", + "issue:32678|issue:35202", + "issue:51780|issue:67150" + ], + "prepared_review_unit_hash": "33f753bbe7e5b95d89a2b9d7cfff7ce1c145994197b144e1be9a3cba85f21706", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 30, + "serialized_chars": 36846, + "estimated_input_tokens": 9212, + "estimated_eval_tokens": 18680 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "The set is mostly heterogeneous, with a few clear duplicate-like clusters around TUI message rendering, cron TypeErrors, and WhatsApp media sending. Most other pairs are only broadly related and should stay separate.", + "confidence": 0.68, + "canonical_issue_reason": "issue:32998 is the best representative of the TUI message-rendering cluster: it broadly covers the shared symptom of replies/pushes not appearing correctly in TUI.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:32998 is the strongest duplicate target among the items because it captures the broad TUI response/display regression better than the narrower follow-up reports.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:67740", + "right": "issue:68522", + "accept": false, + "reason": "Related Codex/OAuth failures, but one is a store:true/stream:false response mismatch plus misclassification and the other is a provider-endpoint DNS-style failure; not the same concrete bug." + }, + { + "left": "issue:32900", + "right": "issue:37566", + "accept": true, + "reason": "Both report TUI output not rendering incoming messages/replies; same user-facing display regression." + }, + { + "left": "issue:32900", + "right": "issue:32998", + "accept": true, + "reason": "Both describe the TUI failing to surface conversation output; 32998 is the broader wording of the same display problem." + }, + { + "left": "issue:32998", + "right": "issue:37566", + "accept": true, + "reason": "Both are about TUI message display not updating for incoming/push replies, which looks like the same bug." + }, + { + "left": "issue:53405", + "right": "issue:66325", + "accept": false, + "reason": "These look like unrelated promotional/marketing issues, not duplicate bugs." + }, + { + "left": "issue:34659", + "right": "issue:37566", + "accept": true, + "reason": "Both say TUI replies/push messages are not shown directly, so they appear to be the same rendering issue." + }, + { + "left": "issue:37431", + "right": "issue:53485", + "accept": false, + "reason": "Both mention web UI behavior, but one is stutter/\u5361\u4f4f and the other is lost web chat history after update; different bugs." + }, + { + "left": "issue:66677", + "right": "issue:67649", + "accept": false, + "reason": "Both are QuickStart-related, but one is channel selection and the other is a trim undefined TypeError; too different to merge." + }, + { + "left": "issue:53405", + "right": "issue:66323", + "accept": false, + "reason": "Unrelated items; both are spam-like promotional posts." + }, + { + "left": "issue:53405", + "right": "issue:66324", + "accept": false, + "reason": "Unrelated promotional content, not a duplicate bug report." + }, + { + "left": "issue:67537", + "right": "issue:67741", + "accept": false, + "reason": "GitHub login failure is unrelated to the Opus fallback/version issue." + }, + { + "left": "issue:30844", + "right": "issue:30923", + "accept": false, + "reason": "30923 includes the routing blocker but also an additional independent payload bug, so it is not the same single issue as 30844." + }, + { + "left": "issue:37322", + "right": "issue:37431", + "accept": false, + "reason": "404 run error and web UI stutter are different symptoms and likely different code paths." + }, + { + "left": "issue:30917", + "right": "issue:53498", + "accept": false, + "reason": "Both mention Telegram, but one is a model/channel compatibility problem and the other is WhatsApp-like media/file forwarding; not the same bug." + }, + { + "left": "issue:66262", + "right": "issue:66263", + "accept": false, + "reason": "Both are Codex-related, but one is stale thread binding after gateway reset and the other is stale context usage after compaction; separate failures." + }, + { + "left": "issue:63189", + "right": "issue:67150", + "accept": false, + "reason": "Both are stuck-state reports, but one is streaming never ending and the other is channel selection; different underlying problems." + }, + { + "left": "issue:53798", + "right": "issue:68540", + "accept": false, + "reason": "Both are Feishu/media related, but one is missing audio duration and the other is local images sent as path text; different attachment behaviors." + }, + { + "left": "issue:37299", + "right": "issue:65193", + "accept": true, + "reason": "Both describe the cron list/run path throwing a TypeError in the same area of code." + }, + { + "left": "issue:63461", + "right": "issue:66090", + "accept": true, + "reason": "Both are WhatsApp media sending failures on the CLI, so they look like the same bug." + }, + { + "left": "issue:32998", + "right": "issue:34659", + "accept": true, + "reason": "Both are TUI message-display regressions; one says messages cannot be responded to normally and the other says replies do not show directly." + }, + { + "left": "issue:65316", + "right": "issue:65317", + "accept": false, + "reason": "Both concern sandboxed file tools, but one is unsafe tool exposure and the other is write helper failure despite writable shell access; not the same bug." + }, + { + "left": "issue:37431", + "right": "issue:53934", + "accept": false, + "reason": "Both are web UI issues, but stutter and URL corruption are distinct defects." + }, + { + "left": "issue:64991", + "right": "issue:65281", + "accept": false, + "reason": "Gemini OAuth communication failure is unrelated to control-ui image paste/send behavior." + }, + { + "left": "issue:66288", + "right": "issue:67414", + "accept": false, + "reason": "Both involve images in webchat/control UI, but one is disappearance after reply and missing content, while the other is blank preview plus reprocessing on history load; related area but not clearly the same bug." + }, + { + "left": "issue:65786", + "right": "issue:66406", + "accept": false, + "reason": "Feishu config validation after upgrade and Feishu reactions API invalid reaction type are different issues." + }, + { + "left": "issue:30908", + "right": "issue:35202", + "accept": false, + "reason": "Duplicate-plugin-id config warnings and Feishu long-link configuration failure are different configuration problems." + }, + { + "left": "issue:31598", + "right": "issue:31689", + "accept": false, + "reason": "Empty VLLM response and VLLM connection error with qwen3.5-35b-a3b are not the same concrete failure." + }, + { + "left": "issue:32678", + "right": "issue:35202", + "accept": false, + "reason": "Feishu bindings routing all messages to the main agent and Feishu config long-link failure are different bugs." + }, + { + "left": "issue:51780", + "right": "issue:67150", + "accept": false, + "reason": "Running indicator stuck after subagent completion is unrelated to channel-selection stalling." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet and stays mostly conservative. The accepted duplicate-like clusters are supported by the issue titles/text: TUI message-rendering issues (32900/32998/34659/37566), cron TypeErrors (37299/65193), and WhatsApp media sending failures (63461/66090). The rejected pairs are appropriately held apart when symptoms diverge or are only loosely related. No PR-mergeability concern applies here." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 86, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:28077", + "issue:31412", + "issue:32712", + "issue:32952", + "issue:33053", + "issue:33533", + "issue:33537", + "issue:33572", + "issue:34652", + "issue:35202", + "issue:37299", + "issue:37315", + "issue:50964", + "issue:51554", + "issue:52265", + "issue:53365", + "issue:53648", + "issue:53672", + "issue:62089", + "issue:63190", + "issue:63450", + "issue:63704", + "issue:63706", + "issue:63863", + "issue:64055", + "issue:64250", + "issue:64252", + "issue:64395", + "issue:64427", + "issue:64850", + "issue:64978", + "issue:65521", + "issue:65722", + "issue:65867", + "issue:66227", + "issue:66251", + "issue:66262", + "issue:66288", + "issue:66423", + "issue:66799", + "issue:66832", + "issue:66925", + "issue:67314", + "issue:67441", + "issue:67957", + "issue:67987", + "issue:68073", + "issue:68605" + ], + "soft_pairs": [ + "issue:50964|issue:52265", + "issue:64978|issue:65521", + "issue:67957|issue:68073", + "issue:31412|issue:34652", + "issue:53365|issue:64395", + "issue:66288|issue:68605", + "issue:33537|issue:33572", + "issue:63450|issue:63863", + "issue:63190|issue:63706", + "issue:28077|issue:32952", + "issue:33533|issue:33572", + "issue:65867|issue:66423", + "issue:32712|issue:35202", + "issue:66799|issue:66832", + "issue:64252|issue:64850", + "issue:66251|issue:66262", + "issue:37299|issue:66227", + "issue:37315|issue:67441", + "issue:64427|issue:67987", + "issue:64250|issue:67314", + "issue:62089|issue:63704", + "issue:51554|issue:53648", + "issue:53672|issue:64055", + "issue:65722|issue:66925", + "issue:32712|issue:33053" + ], + "prepared_review_unit_hash": "c3d8b86b0bb107124370e3ca70599af9e4c74d259b829b45ddfe649d4c7ddac4", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 25, + "serialized_chars": 35307, + "estimated_input_tokens": 8827, + "estimated_eval_tokens": 17910 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "The set is mostly heterogeneous; only a few soft pairs are true duplicates of the same underlying bug. Most others are adjacent issues in the same subsystem but with different symptoms or root causes.", + "confidence": 0.81, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": "#63450 is the strongest representative issue: it has a clear regression description, a specific root cause (chat.history WS request blocking sidecar startup), and #63863 explicitly points back to it.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:50964", + "right": "issue:52265", + "accept": false, + "reason": "Both are cron/CLI failures, but one is a TypeError on list/run and the other is a handshake-timeout failure on cron/gateway; different concrete bugs." + }, + { + "left": "issue:64978", + "right": "issue:65521", + "accept": false, + "reason": "Both concern browser startup, but one is a false managed-Chrome failure despite DevTools listening while the other is Chrome exiting before CDP binds; not the same bug." + }, + { + "left": "issue:67957", + "right": "issue:68073", + "accept": false, + "reason": "Both are about plugin update/install flow, but one is forced reinstalls and config overwrite while the other is a broader confusing upgrade path; too broad to merge as one bug." + }, + { + "left": "issue:31412", + "right": "issue:34652", + "accept": false, + "reason": "UI oddness in Cron Jobs tab is not the same issue as nextWakeAtMs being null and scheduled tasks not executing." + }, + { + "left": "issue:53365", + "right": "issue:64395", + "accept": false, + "reason": "Different Weixin failures: login/QR-code startup vs a receive-rate limit of 10 messages in a row." + }, + { + "left": "issue:66288", + "right": "issue:68605", + "accept": true, + "reason": "Same webchat image bug: uploaded/pasted images vanish and are not persisted/displayed correctly." + }, + { + "left": "issue:33537", + "right": "issue:33572", + "accept": false, + "reason": "Both are extension outbound-send bugs, but one is about mediaLocalRoots forwarding and the other about reply-target context; different code paths." + }, + { + "left": "issue:63450", + "right": "issue:63863", + "accept": true, + "reason": "Clear duplicate/regression: both describe chat.history blocking sidecar startup, and #63863 explicitly references #63450." + }, + { + "left": "issue:63190", + "right": "issue:63706", + "accept": false, + "reason": "Different channel-specific voice-note bugs: Telegram ASR handoff vs Discord voice-note handling after update." + }, + { + "left": "issue:28077", + "right": "issue:32952", + "accept": false, + "reason": "Generic installation error vs a specific >2G install requirement; not the same failure." + }, + { + "left": "issue:33533", + "right": "issue:33572", + "accept": false, + "reason": "Signal mediaLocalRoots forwarding and Feishu reply-target context are different outbound-message bugs." + }, + { + "left": "issue:65867", + "right": "issue:66423", + "accept": false, + "reason": "Both involve tag leakage, but tags in delivered messages and tags not triggering actions are different concrete problems." + }, + { + "left": "issue:32712", + "right": "issue:35202", + "accept": false, + "reason": "Quoted Feishu card content retrieval and long-link configuration failure are unrelated issues." + }, + { + "left": "issue:66799", + "right": "issue:66832", + "accept": false, + "reason": "Different security issues: arbitrary file read via agents.files.get vs log redaction failures in logs.tail." + }, + { + "left": "issue:64252", + "right": "issue:64850", + "accept": false, + "reason": "Both say backend unavailable, but one is A2UI_HOST_UNAVAILABLE and the other is agent spawn failure on 2026.4.10; insufficient evidence of the same bug." + }, + { + "left": "issue:66251", + "right": "issue:66262", + "accept": false, + "reason": "A tracking/meta issue about Codex harness stability is not the same as stale thread binding after gateway reset." + }, + { + "left": "issue:37299", + "right": "issue:66227", + "accept": false, + "reason": "TypeError in cron list/run is not the same as CLI hanging after output." + }, + { + "left": "issue:37315", + "right": "issue:67441", + "accept": true, + "reason": "Same cron false-positive status bug: delivery succeeds but lastRunStatus/error is reported anyway." + }, + { + "left": "issue:64427", + "right": "issue:67987", + "accept": false, + "reason": "Both are Slack DM context issues, but one is missing dmHistoryLimit implementation and the other is missing outbound bot messages despite userToken; different symptoms." + }, + { + "left": "issue:64250", + "right": "issue:67314", + "accept": false, + "reason": "These share the same misleading user-facing error string, but the reported root causes differ (compaction vs heartbeat model bleed)." + }, + { + "left": "issue:62089", + "right": "issue:63704", + "accept": false, + "reason": "Tool calls rendered as raw text across UIs is not the same as a Control UI config-page Form/Raw toggle SyntaxError." + }, + { + "left": "issue:51554", + "right": "issue:53648", + "accept": false, + "reason": "Wrong context-window display and gateway URL shown in a search box are unrelated Control UI bugs." + }, + { + "left": "issue:53672", + "right": "issue:64055", + "accept": false, + "reason": "Both mention Control UI/gateway availability, but one is a generic UI failure and the other is a port-18789 restart conflict on arm64." + }, + { + "left": "issue:65722", + "right": "issue:66925", + "accept": false, + "reason": "Related wiki-bridge/memory-core area, but one reports zero artifacts from uninitialized runtime while the other is about overwrite-only capability registration; too different to treat as one duplicate." + }, + { + "left": "issue:32712", + "right": "issue:33053", + "accept": false, + "reason": "Feishu quoted-card retrieval and QQ Bot cron announce message filtering are unrelated." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet and stays conservative on the soft edges. The three accepted pairs are well-supported by the issue text: #66288/#68605 describe the same webchat image disappearance/persistence bug, #63450/#63863 are the same chat.history-sidecar startup regression with an explicit cross-reference, and #37315/#67441 are the same false-positive cron delivery-status problem. The other pair rejections are also cautious and avoid overclaiming duplicate status from similarity alone." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 87, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:30818", + "issue:30922", + "issue:31442", + "issue:33089", + "issue:33119", + "issue:33537", + "issue:33554", + "issue:34513", + "issue:35523", + "issue:37142", + "issue:37431", + "issue:37566", + "issue:52454", + "issue:53485", + "issue:53640", + "issue:53689", + "issue:53749", + "issue:53798", + "issue:53873", + "issue:54070", + "issue:61880", + "issue:62158", + "issue:63026", + "issue:63366", + "issue:63602", + "issue:63609", + "issue:63725", + "issue:64252", + "issue:64287", + "issue:64291", + "issue:64566", + "issue:64743", + "issue:64830", + "issue:64861", + "issue:64978", + "issue:65125", + "issue:65192", + "issue:65322", + "issue:65362", + "issue:65603", + "issue:66227", + "issue:66251", + "issue:66263", + "issue:68057", + "issue:68165", + "issue:68333", + "issue:68587", + "issue:68851" + ], + "soft_pairs": [ + "issue:68057|issue:68333", + "issue:66251|issue:66263", + "issue:61880|issue:65192", + "issue:33119|issue:53798", + "issue:35523|issue:65362", + "issue:64978|issue:65125", + "issue:30818|issue:68851", + "issue:53873|issue:64861", + "issue:33537|issue:33554", + "issue:63609|issue:66227", + "issue:64287|issue:64291", + "issue:52454|issue:53798", + "issue:63725|issue:64830", + "issue:30818|issue:63026", + "issue:30922|issue:37431", + "issue:64252|issue:65322", + "issue:62158|issue:64566", + "issue:63366|issue:68165", + "issue:63602|issue:68587", + "issue:37142|issue:53640", + "issue:53485|issue:63026", + "issue:31442|issue:33089", + "issue:64743|issue:65603", + "issue:53689|issue:66227", + "issue:34513|issue:37566", + "issue:53749|issue:54070" + ], + "prepared_review_unit_hash": "43533bcf428c832a5562fb04b8ae47e53e316eb33e918521d908cac395d3238c", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 26, + "serialized_chars": 35479, + "estimated_input_tokens": 8870, + "estimated_eval_tokens": 17996 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This cluster is really several separate duplicate pairs, not one single bug family. The strongest matches are Telegram custom-command overwrite, webchat image upload/paste failures, CLI exit hangs, TUI message rendering stalls, and the message-tool buttons schema bug.", + "confidence": 0.87, + "canonical_issue_reason": "Issue 53749 most directly names the underlying schema defect, rather than just one symptom, and it has a near-exact duplicate in 54070.", + "canonical_pr_reason": null, + "best_issue_reason": "53749 is the clearest root-cause report in this set and the best anchor for deduplicating the message-tool schema bug.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:68057", + "right": "issue:68333", + "accept": true, + "reason": "Same Telegram native-command sync overwrite bug; one reports custom commands being lost on restart, the other says they are unconditionally overwritten on startup." + }, + { + "left": "issue:66251", + "right": "issue:66263", + "accept": false, + "reason": "Both are Codex-related, but one is a general harness-stability tracking issue and the other is a specific compaction-state bug; not the same defect." + }, + { + "left": "issue:61880", + "right": "issue:65192", + "accept": false, + "reason": "Unrelated problems: media size limits for generated videos vs accumulation of dream sessions." + }, + { + "left": "issue:33119", + "right": "issue:53798", + "accept": false, + "reason": "Different bugs in different surfaces: webchat image display vs Feishu voice-message duration metadata." + }, + { + "left": "issue:35523", + "right": "issue:65362", + "accept": false, + "reason": "TUI assistant-message rendering failure is unrelated to Ollama local-model discovery." + }, + { + "left": "issue:64978", + "right": "issue:65125", + "accept": false, + "reason": "Both involve browser attach/startup, but the failure modes differ too much to treat as the same concrete bug." + }, + { + "left": "issue:30818", + "right": "issue:68851", + "accept": true, + "reason": "Same webchat image-send failure: pasted/dragged images preview but never reach the backend/gateway." + }, + { + "left": "issue:53873", + "right": "issue:64861", + "accept": false, + "reason": "Security/CVE request is unrelated to the OpenCodex auth scope error." + }, + { + "left": "issue:33537", + "right": "issue:33554", + "accept": false, + "reason": "Both are outbound messaging bugs, but iMessage mediaLocalRoots and Discord threadId are different parameters and code paths." + }, + { + "left": "issue:63609", + "right": "issue:66227", + "accept": true, + "reason": "Same CLI hang/exit bug after command output; 66227 is just a more specific repro." + }, + { + "left": "issue:64287", + "right": "issue:64291", + "accept": false, + "reason": "Both are transcript/session issues, but one is broken parentId chaining and the other is partial replay despite an intact chain." + }, + { + "left": "issue:52454", + "right": "issue:53798", + "accept": false, + "reason": "Telegram thread-routing behavior is unrelated to Feishu audio-duration display." + }, + { + "left": "issue:63725", + "right": "issue:64830", + "accept": false, + "reason": "A file-upload feature request is unrelated to session-default thinking/reasoning settings." + }, + { + "left": "issue:30818", + "right": "issue:63026", + "accept": false, + "reason": "Both mention web UI uploads, but pasted images not being sent and file uploads routing to heartbeat are different bugs." + }, + { + "left": "issue:30922", + "right": "issue:37431", + "accept": false, + "reason": "Version-string mismatch and a web app hang are unrelated." + }, + { + "left": "issue:64252", + "right": "issue:65322", + "accept": false, + "reason": "Both are startup-time availability errors, but they target different components and failure modes." + }, + { + "left": "issue:62158", + "right": "issue:64566", + "accept": false, + "reason": "Schema rejection and docs/schema mismatch are related area-wise, but not the same underlying bug." + }, + { + "left": "issue:63366", + "right": "issue:68165", + "accept": false, + "reason": "Different problems: WhatsApp allowlist/validation-code leakage vs a mixed WhatsApp/Telegram setup failure." + }, + { + "left": "issue:63602", + "right": "issue:68587", + "accept": false, + "reason": "MCP inputSchema validation and tools/list notification-vs-request handling are distinct protocol bugs." + }, + { + "left": "issue:37142", + "right": "issue:53640", + "accept": false, + "reason": "Different providers, different auth errors, and different request modes." + }, + { + "left": "issue:53485", + "right": "issue:63026", + "accept": false, + "reason": "Web-chat history loss after update is unrelated to upload routing to the heartbeat channel." + }, + { + "left": "issue:31442", + "right": "issue:33089", + "accept": false, + "reason": "A version/install mismatch is unrelated to the /new prompt truncation/file-read problem." + }, + { + "left": "issue:64743", + "right": "issue:65603", + "accept": false, + "reason": "Model-selection drift and Azure Foundry request-schema rejection are different bugs." + }, + { + "left": "issue:53689", + "right": "issue:66227", + "accept": false, + "reason": "Model discovery failure is unrelated to the CLI exit hang." + }, + { + "left": "issue:34513", + "right": "issue:37566", + "accept": true, + "reason": "Same TUI rendering bug: incoming assistant/pushed messages stop appearing until restart." + }, + { + "left": "issue:53749", + "right": "issue:54070", + "accept": true, + "reason": "Same message-tool schema bug: buttons are incorrectly required even when the action is non-interactive." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet, and the accepted soft-edge pairs are all defensible from the issue titles: Telegram command overwrite, webchat image-send failures, CLI hang repros, TUI message-rendering failures, and the message-tool buttons schema bug. The rejected pairs are also conservative and do not overclaim. No PR-mergeability concern applies here." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 88, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:24662", + "issue:31280", + "issue:31689", + "issue:31804", + "issue:32998", + "issue:33468", + "issue:33568", + "issue:34652", + "issue:35254", + "issue:51083", + "issue:51780", + "issue:53431", + "issue:53498", + "issue:53537", + "issue:53739", + "issue:53785", + "issue:55222", + "issue:61005", + "issue:63026", + "issue:63701", + "issue:63704", + "issue:64131", + "issue:64814", + "issue:64841", + "issue:64916", + "issue:65747", + "issue:65794", + "issue:66288", + "issue:66382", + "issue:66460", + "issue:66531", + "issue:66532", + "issue:66637", + "issue:66752", + "issue:66839", + "issue:66941", + "issue:67150", + "issue:67257", + "issue:67286", + "issue:67422", + "issue:67610", + "issue:67681", + "issue:67730", + "issue:67949", + "issue:68394", + "issue:68436", + "issue:68623", + "issue:68851" + ], + "soft_pairs": [ + "issue:67949|issue:68436", + "issue:31280|issue:55222", + "issue:66382|issue:66460", + "issue:63701|issue:67610", + "issue:53785|issue:66752", + "issue:64131|issue:64916", + "issue:33468|issue:34652", + "issue:31689|issue:31804", + "issue:63026|issue:65794", + "issue:64814|issue:67257", + "issue:33568|issue:53498", + "issue:53739|issue:64841", + "issue:66637|issue:66839", + "issue:53537|issue:63704", + "issue:65747|issue:67422", + "issue:24662|issue:68851", + "issue:51083|issue:66941", + "issue:51780|issue:53431", + "issue:66288|issue:68394", + "issue:67286|issue:67681", + "issue:67730|issue:68623", + "issue:61005|issue:67150", + "issue:32998|issue:35254", + "issue:66531|issue:66532" + ], + "prepared_review_unit_hash": "149e741def7a99dafdfdb11a8e7ddf54d9c0b90b4dde84909c8fc96a305f51a2", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 35154, + "estimated_input_tokens": 8789, + "estimated_eval_tokens": 17834 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This cluster is mostly a mix of unrelated issues, with a few clear duplicate subgroups: webchat image delivery failures, macOS launchd gateway lifecycle failures, image-message disappearance in UI after assistant replies, and the embedded-agent abort feature request. Most other soft pairs should stay separate.", + "confidence": 0.86, + "canonical_issue_reason": "Issue #68851 is the best canonical issue for the webchat image-delivery bug cluster: it is the broadest and most explicit report, covering paste and drag/drop, visible previews, and the failure to send images to the gateway.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue #68851 is the strongest single issue to keep because it most completely describes the user-visible failure and subsumes the narrower earlier reports about image paste/upload not reaching the agent.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:67949", + "right": "issue:68436", + "accept": false, + "reason": "Both mention incomplete model turns, but they affect different providers and look like separate provider-specific failures." + }, + { + "left": "issue:31280", + "right": "issue:55222", + "accept": true, + "reason": "Both are macOS launchd/gateway lifecycle bugs around start/restart after service state changes; same underlying service-management issue." + }, + { + "left": "issue:66382", + "right": "issue:66460", + "accept": false, + "reason": "Both involve heartbeat/exec events, but one is prompt text loss and the other is incorrect user relay; different code paths." + }, + { + "left": "issue:63701", + "right": "issue:67610", + "accept": false, + "reason": "Both are startup-time plugin errors, but the reported failures and affected paths are different." + }, + { + "left": "issue:53785", + "right": "issue:66752", + "accept": false, + "reason": "Both are packaging/install problems, but they concern different missing artifacts and platforms." + }, + { + "left": "issue:64131", + "right": "issue:64916", + "accept": false, + "reason": "These describe different UI symptoms and do not point to the same bug." + }, + { + "left": "issue:33468", + "right": "issue:34652", + "accept": false, + "reason": "Different subsystems and failure modes: Google Chat startup vs cron scheduling." + }, + { + "left": "issue:31689", + "right": "issue:31804", + "accept": false, + "reason": "Connection error with vLLM/Qwen is unrelated to gateway pairing-required failure." + }, + { + "left": "issue:63026", + "right": "issue:65794", + "accept": false, + "reason": "One is misrouting uploaded files, the other is truncating tool-call arguments; not the same change." + }, + { + "left": "issue:64814", + "right": "issue:67257", + "accept": false, + "reason": "Plugin config initialization and missing plugin exports are different failures." + }, + { + "left": "issue:33568", + "right": "issue:53498", + "accept": false, + "reason": "Telegram Topics logging and Telegram file attachment sending are separate features with different bugs." + }, + { + "left": "issue:53739", + "right": "issue:64841", + "accept": false, + "reason": "One is a Feishu message response regression, the other is config validation for a disabled plugin entry." + }, + { + "left": "issue:66637", + "right": "issue:66839", + "accept": false, + "reason": "Both are macOS/node-related, but one is remote browser proxy failure and the other is missing capability advertisement." + }, + { + "left": "issue:53537", + "right": "issue:63704", + "accept": false, + "reason": "Model-switch infinite loop and UI mode-switch SyntaxError are unrelated." + }, + { + "left": "issue:65747", + "right": "issue:67422", + "accept": false, + "reason": "Both mention streaming, but one is a plugin/websocket input issue and the other is delayed webchat reply streaming." + }, + { + "left": "issue:24662", + "right": "issue:68851", + "accept": true, + "reason": "Same underlying webchat image-send bug: paste/upload images appear in the UI but do not reach the agent/gateway." + }, + { + "left": "issue:51083", + "right": "issue:66941", + "accept": false, + "reason": "CLI initialization ReferenceError is unrelated to gateway startup/connectivity." + }, + { + "left": "issue:51780", + "right": "issue:53431", + "accept": false, + "reason": "Different message lifecycle problems in different interfaces/channels." + }, + { + "left": "issue:66288", + "right": "issue:68394", + "accept": true, + "reason": "Same underlying image-message bug: user images disappear after assistant completion and the agent does not receive the image content." + }, + { + "left": "issue:67286", + "right": "issue:67681", + "accept": false, + "reason": "Both concern cron delivery semantics, but one is silent failure when exec is blocked and the other is duplicate delivery despite no-deliver; not the same bug." + }, + { + "left": "issue:61005", + "right": "issue:67150", + "accept": false, + "reason": "Android onboarding offline-connect behavior is unrelated to channel selection." + }, + { + "left": "issue:32998", + "right": "issue:35254", + "accept": false, + "reason": "General TUI response issues and messages misrouted to Discord DM are not the same concrete failure." + }, + { + "left": "issue:66531", + "right": "issue:66532", + "accept": true, + "reason": "Both request the same abort capability for embedded agent runs; one is the RPC and the other is the runtime API exposure." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet, and the accepted soft pairs are conservative duplicates/near-duplicates that look mergeable into single PRs for the same bug or feature. The rejected pairs are appropriately cautious given the titles alone." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 89, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:30689", + "issue:30818", + "issue:30908", + "issue:32439", + "issue:32998", + "issue:33533", + "issue:33554", + "issue:33561", + "issue:33639", + "issue:34513", + "issue:34610", + "issue:36830", + "issue:49347", + "issue:51658", + "issue:52186", + "issue:52282", + "issue:53472", + "issue:53523", + "issue:53797", + "issue:53798", + "issue:56982", + "issue:61033", + "issue:61915", + "issue:62541", + "issue:63190", + "issue:64167", + "issue:64194", + "issue:64292", + "issue:64385", + "issue:64475", + "issue:64566", + "issue:64850", + "issue:65107", + "issue:65201", + "issue:65791", + "issue:65794", + "issue:66074", + "issue:66334", + "issue:66579", + "issue:67100", + "issue:67188", + "issue:67414", + "issue:67438", + "issue:67936", + "issue:67949", + "issue:67955", + "issue:68436", + "issue:68643" + ], + "soft_pairs": [ + "issue:53472|issue:53797", + "issue:30818|issue:67414", + "issue:32998|issue:34513", + "issue:33533|issue:33554", + "issue:52186|issue:67188", + "issue:61033|issue:66579", + "issue:64194|issue:64385", + "issue:64292|issue:64850", + "issue:68436|issue:68643", + "issue:32439|issue:49347", + "issue:61915|issue:64566", + "issue:30908|issue:34610", + "issue:53798|issue:63190", + "issue:56982|issue:65201", + "issue:65794|issue:67949", + "issue:67100|issue:67438", + "issue:65107|issue:66074", + "issue:67936|issue:67955", + "issue:33533|issue:33561", + "issue:51658|issue:65791", + "issue:30689|issue:33639", + "issue:64475|issue:66334", + "issue:49347|issue:52282", + "issue:53523|issue:67936", + "issue:62541|issue:64167", + "issue:34513|issue:36830" + ], + "prepared_review_unit_hash": "1996b7e01bc064b8773a44e22e7a20f7489cf69eefa483a6017c8370411349a3", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 26, + "serialized_chars": 35322, + "estimated_input_tokens": 8831, + "estimated_eval_tokens": 17918 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Mostly unrelated bug reports with a few strong duplicate-like pairs: ComfyUI schema/runtime mismatch, browser SSRF policy regression, session model override persistence, and version-display mismatch. The WhatsApp/Telegram config-loss vs openclaw.json truncation pair is not strong enough to treat as the same bug from titles alone.", + "confidence": 0.92, + "canonical_issue_reason": "Issue 61915 is the clearest and most actionable duplicate candidate: it names the exact ComfyUI keys and describes a concrete schema/runtime mismatch directly.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 61915 is the best representative issue because it is specific, reproducible, and maps cleanly to a single fix; the paired report 64566 is broader and less concrete.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:53472", + "right": "issue:53797", + "accept": false, + "reason": "Different provider/path failures for /btw: GLM tool parsing error vs GitHub Copilot model support error." + }, + { + "left": "issue:30818", + "right": "issue:67414", + "accept": false, + "reason": "Both involve pasted images, but one is about sending to backend and the other is blank preview/history reprocessing." + }, + { + "left": "issue:32998", + "right": "issue:34513", + "accept": false, + "reason": "Both are TUI-related, but one is message response/interaction and the other is message rendering stopping." + }, + { + "left": "issue:33533", + "right": "issue:33554", + "accept": false, + "reason": "Different integrations and bugs: Signal mediaLocalRoots handling vs Discord threadId ignored." + }, + { + "left": "issue:52186", + "right": "issue:67188", + "accept": false, + "reason": "One is a specific ElevenLabs/OpenAI playback mix-up; the other is too vague to establish the same underlying bug." + }, + { + "left": "issue:61033", + "right": "issue:66579", + "accept": false, + "reason": "Both are WhatsApp bugs, but self-message infinite loops and plugin-hook cancellation are distinct code paths." + }, + { + "left": "issue:64194", + "right": "issue:64385", + "accept": false, + "reason": "Config loss after restart/upgrade and random openclaw.json truncation are related symptoms at best, but the packet does not establish the same bug or code path." + }, + { + "left": "issue:64292", + "right": "issue:64850", + "accept": false, + "reason": "Different spawn failures: sessions_spawn authorization for agentId vs ACP runtime backend unavailable." + }, + { + "left": "issue:68436", + "right": "issue:68643", + "accept": false, + "reason": "Both are OpenRouter issues, but payloads=0 on direct success and wrong base URL are different concrete failure modes." + }, + { + "left": "issue:32439", + "right": "issue:49347", + "accept": false, + "reason": "Both mention install problems, but mac install failure and generic pnpm install failure are not the same bug." + }, + { + "left": "issue:61915", + "right": "issue:64566", + "accept": true, + "reason": "These describe the same ComfyUI provider contract mismatch between docs/schema/runtime, including the same keys." + }, + { + "left": "issue:30908", + "right": "issue:34610", + "accept": false, + "reason": "The first is a duplicate-plugin warning on restart; the second is a composite report about version display, restart notification, and a browser leak." + }, + { + "left": "issue:53798", + "right": "issue:63190", + "accept": false, + "reason": "Both handle voice media, but Feishu duration display and Telegram ASR pipeline routing are different bugs." + }, + { + "left": "issue:56982", + "right": "issue:65201", + "accept": false, + "reason": "Both are doctor false positives around gateway auth, but trusted-proxy auth and secrets-handled token checks are separate checks." + }, + { + "left": "issue:65794", + "right": "issue:67949", + "accept": false, + "reason": "Different symptoms and paths: truncated tool arguments in web chat vs Ollama model failure in infer/web UI." + }, + { + "left": "issue:67100", + "right": "issue:67438", + "accept": false, + "reason": "Onboard channel-selection TypeError and Feishu QR code onboarding failure are unrelated." + }, + { + "left": "issue:65107", + "right": "issue:66074", + "accept": true, + "reason": "Both point to the same browser SSRF-policy regression: hostname URLs are rejected unless they are IP-literals." + }, + { + "left": "issue:67936", + "right": "issue:67955", + "accept": false, + "reason": "Matrix startup failure and Slack route 404 are different channel-specific regressions." + }, + { + "left": "issue:33533", + "right": "issue:33561", + "accept": false, + "reason": "Same broad messaging area, but Signal mediaLocalRoots and Mattermost threadId fallback are unrelated." + }, + { + "left": "issue:51658", + "right": "issue:65791", + "accept": false, + "reason": "Different feature requests for different providers: Brave baseUrl vs Exa apiKey secretRef." + }, + { + "left": "issue:30689", + "right": "issue:33639", + "accept": true, + "reason": "Both report the UI showing the wrong version source after update; the symptoms align with a shared version-metadata bug." + }, + { + "left": "issue:64475", + "right": "issue:66334", + "accept": true, + "reason": "Same session override problem: a model_change record persists and is not cleared on /new or /reset." + }, + { + "left": "issue:49347", + "right": "issue:52282", + "accept": false, + "reason": "Generic pnpm install failure and a Windows path quoting failure in ui:build are not the same issue." + }, + { + "left": "issue:53523", + "right": "issue:67936", + "accept": false, + "reason": "Both affect Matrix, but a homeserver-caused core dump and a post-update channel start failure are not enough to merge as one bug." + }, + { + "left": "issue:62541", + "right": "issue:64167", + "accept": false, + "reason": "Different configs and outcomes: dreaming config blocks agent creation vs extraDirs changes available_skills ordering." + }, + { + "left": "issue:34513", + "right": "issue:36830", + "accept": false, + "reason": "Both are TUI bugs, but message rendering stops and keyboard handling breaking are separate problems." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "One accepted soft-edge pair is too speculative for the packet: issue:64194 vs issue:64385. The titles only show config loss after restart/upgrade versus random truncation of openclaw.json; that does not firmly establish the same bug or even the same code path. Because the summary also groups this as the same \"config corruption\" regression, it overstates the evidence. The other conservative rejections are fine, but this pair should not be accepted on the packet alone." + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 90, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:33879", + "issue:34530", + "issue:49347", + "issue:49885", + "issue:50401", + "issue:51554", + "issue:53135", + "issue:53376", + "issue:53648", + "issue:53813", + "issue:53958", + "issue:57542", + "issue:59943", + "issue:62623", + "issue:63816", + "issue:63923", + "issue:64048", + "issue:64055", + "issue:64283", + "issue:64352", + "issue:64633", + "issue:64634", + "issue:64710", + "issue:64793", + "issue:64850", + "issue:65078", + "issue:65304", + "issue:65360", + "issue:65430", + "issue:65595", + "issue:65728", + "issue:66090", + "issue:66173", + "issue:66288", + "issue:66674", + "issue:66860", + "issue:66861", + "issue:67288", + "issue:67454", + "issue:67473", + "issue:67517", + "issue:67629", + "issue:67786", + "issue:68326", + "issue:68376", + "issue:68508", + "issue:68540", + "issue:68788" + ], + "soft_pairs": [ + "issue:64710|issue:64793", + "issue:64048|issue:64850", + "issue:63816|issue:66090", + "issue:57542|issue:67786", + "issue:53648|issue:67454", + "issue:59943|issue:65595", + "issue:64352|issue:66090", + "issue:62623|issue:65430", + "issue:66674|issue:67517", + "issue:66860|issue:66861", + "issue:49885|issue:64283", + "issue:34530|issue:64634", + "issue:49347|issue:53135", + "issue:50401|issue:53376", + "issue:67288|issue:68326", + "issue:51554|issue:65360", + "issue:65078|issue:68508", + "issue:65304|issue:68788", + "issue:53813|issue:68376", + "issue:53958|issue:67629", + "issue:33879|issue:53135", + "issue:63923|issue:67473", + "issue:64633|issue:66173", + "issue:66288|issue:68540", + "issue:64055|issue:65728" + ], + "prepared_review_unit_hash": "b9260968c8f27138245481361b194ee75827f08f8d4790f3f1a08d808f14895d", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 25, + "serialized_chars": 35525, + "estimated_input_tokens": 8882, + "estimated_eval_tokens": 18020 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This is not one coherent duplicate cluster; it splits into several unrelated bug families. The only strong duplicate pairs are image-tool/provider routing (59943/65595), context-window display (51554/65360), and Cloudflare/HTML error misclassification (66674/67517).", + "confidence": 0.86, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": "issue:59943 is the cleanest representative of a true duplicate pair: it states the concrete image-tool failure clearly and maps directly to the provider-prefix/root-cause report in 65595.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:64710", + "right": "issue:64793", + "accept": false, + "reason": "Related timeout symptom, but one is an Ollama call timing out and the other is a UI error-surfacing problem; not the same underlying bug." + }, + { + "left": "issue:64048", + "right": "issue:64850", + "accept": false, + "reason": "Both mention qwen/runtime startup issues, but the reported failures differ (general Ollama/OpenClaw startup vs backend unavailable on spawn) and the code-path is not clearly the same." + }, + { + "left": "issue:63816", + "right": "issue:66090", + "accept": false, + "reason": "Both are WhatsApp media-send complaints, but the evidence is too generic to confirm the same concrete defect or merge them into one fix." + }, + { + "left": "issue:57542", + "right": "issue:67786", + "accept": false, + "reason": "Different Google Chat auth paths: one is app-url auth/appPrincipal behavior, the other is inbound webhook 401 handling." + }, + { + "left": "issue:53648", + "right": "issue:67454", + "accept": false, + "reason": "Both involve UI text in control surfaces, but one is a skills search box default value issue and the other is empty assistant payloads in Telegram/Control UI." + }, + { + "left": "issue:59943", + "right": "issue:65595", + "accept": true, + "reason": "Same image-tool/provider-routing bug: 59943 reports 'Unknown model' for Ollama image input, and 65595 explicitly identifies the hardcoded 'openai/' prefix / ignored provider config root cause." + }, + { + "left": "issue:62623", + "right": "issue:65430", + "accept": false, + "reason": "Both are inbound media ingestion problems, but they are on different integrations and failure modes (Slack DM download regression vs BlueBubbles empty attachments)." + }, + { + "left": "issue:66674", + "right": "issue:67517", + "accept": true, + "reason": "Same underlying provider error-handling bug: Cloudflare/HTML responses are being misclassified as DNS/rate-limit failures, causing misleading errors and a stuck UI." + }, + { + "left": "issue:66860", + "right": "issue:66861", + "accept": false, + "reason": "Both are resume/compaction-related, but they describe different defects (missing-session recovery pruning vs post-compaction resume quality)." + }, + { + "left": "issue:49885", + "right": "issue:64283", + "accept": false, + "reason": "Both concern google-vertex credentials, but one is ADC/profile resolution and the other is env-var loss after reinstall; related area, not the same bug." + }, + { + "left": "issue:34530", + "right": "issue:64634", + "accept": false, + "reason": "Both touch cron scheduling, but one is skipped runs after restart and the other is incorrect nextRunAtMs at creation; different code paths." + }, + { + "left": "issue:49347", + "right": "issue:53135", + "accept": false, + "reason": "Build/install failures in general, but pnpm install failure and missing UI assets are distinct problems." + }, + { + "left": "issue:50401", + "right": "issue:53376", + "accept": false, + "reason": "Both are 400 errors, but they are separate integration failures with different validation rules and request shapes." + }, + { + "left": "issue:67288", + "right": "issue:68326", + "accept": false, + "reason": "Different Bedrock/provider issues: unnecessary discovery calls vs wrong default sub-agent provider/model selection." + }, + { + "left": "issue:51554", + "right": "issue:65360", + "accept": true, + "reason": "Same context-window display bug: both report the UI/status showing the wrong context window value for a model." + }, + { + "left": "issue:65078", + "right": "issue:68508", + "accept": false, + "reason": "Different transcript problems: hidden Telegram transcript vs leaked system events in WebChat/Control UI after async exec." + }, + { + "left": "issue:65304", + "right": "issue:68788", + "accept": false, + "reason": "Both are Windows tool-launch failures, but one is missing required parameters and the other is 'claude' missing from the allowlist/ENOENT." + }, + { + "left": "issue:53813", + "right": "issue:68376", + "accept": false, + "reason": "Both mention exec/tool invocation, but one loses the command parameter on consecutive calls and the other restarts unexpectedly in the chat box." + }, + { + "left": "issue:53958", + "right": "issue:67629", + "accept": false, + "reason": "Different feature requests: config file path in Overview vs cron run-state/identifier display." + }, + { + "left": "issue:33879", + "right": "issue:53135", + "accept": false, + "reason": "Both are build-related, but Docker TypeScript build errors and missing Control UI assets are separate issues." + }, + { + "left": "issue:63923", + "right": "issue:67473", + "accept": false, + "reason": "Both are auto-compaction complaints, but one is about custom context-window/summary size and the other is threshold firing in an embedded runner; not clearly the same defect." + }, + { + "left": "issue:64633", + "right": "issue:66173", + "accept": false, + "reason": "Completely different problems: gibberish speaking vs umbrella/OpenClaw update lag." + }, + { + "left": "issue:66288", + "right": "issue:68540", + "accept": false, + "reason": "Both are image-attachment handling issues, but they affect different channels and directions (webchat inbound images vs Feishu outbound local files)." + }, + { + "left": "issue:64055", + "right": "issue:65728", + "accept": false, + "reason": "Different gateway startup failures: port-in-use on arm64 restart vs unauthorized on gateway run." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The analysis stays grounded in the packet: it treats most pairs conservatively as related-but-not-duplicate and only accepts the three strongest title-level matches (59943/65595, 51554/65360, 66674/67517). The summary does not overreach beyond the available evidence." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 91, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:32933", + "issue:33053", + "issue:33354", + "issue:34582", + "issue:34610", + "issue:35389", + "issue:35861", + "issue:51174", + "issue:51505", + "issue:51554", + "issue:51809", + "issue:52605", + "issue:52729", + "issue:53384", + "issue:53785", + "issue:61211", + "issue:61880", + "issue:63144", + "issue:63225", + "issue:63366", + "issue:63484", + "issue:64186", + "issue:64352", + "issue:64395", + "issue:65182", + "issue:65327", + "issue:65362", + "issue:65516", + "issue:65747", + "issue:65862", + "issue:65863", + "issue:66641", + "issue:66728", + "issue:66833", + "issue:67168", + "issue:67358", + "issue:67408", + "issue:67425", + "issue:67438", + "issue:67684", + "issue:68002", + "issue:68120", + "issue:68222", + "issue:68309", + "issue:68394", + "issue:68447", + "issue:68643", + "issue:68661" + ], + "soft_pairs": [ + "issue:64186|issue:68002", + "issue:65182|issue:68394", + "issue:66728|issue:67358", + "issue:66833|issue:67425", + "issue:35389|issue:35861", + "issue:52605|issue:52729", + "issue:33053|issue:64395", + "issue:51174|issue:51554", + "issue:65747|issue:67408", + "issue:67438|issue:67684", + "issue:65862|issue:65863", + "issue:66641|issue:67168", + "issue:63225|issue:65362", + "issue:32933|issue:34610", + "issue:63144|issue:65327", + "issue:51809|issue:68447", + "issue:34582|issue:64352", + "issue:51505|issue:53384", + "issue:33354|issue:53785", + "issue:63366|issue:68661", + "issue:61211|issue:65516", + "issue:68120|issue:68643", + "issue:61880|issue:68309", + "issue:63484|issue:68222" + ], + "prepared_review_unit_hash": "ad7fefbe01695975b1d8b8e1ac86a500df8dfe2298729458aead05c886154c20", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 35351, + "estimated_input_tokens": 8838, + "estimated_eval_tokens": 17932 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Mostly a heterogeneous cluster. The ACP exit-code-5 reports look like the same underlying runtime bug; the OpenRouter items share a theme but do not have enough shared evidence or matching failure mode to treat as duplicates.", + "confidence": 0.88, + "canonical_issue_reason": "Issue:35861 is the clearest representative of the strongest supported duplicate family: it gives the most concrete ACP runtime failure description (sessions_spawn exit code 5 / ACP_TURN_FAILED) and directly matches the related ACP report.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue:35861 is the best global issue candidate because it is the most concrete, reproducible, and tightly scoped bug in the cluster, with a direct sibling report that appears to describe the same ACP failure.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:64186", + "right": "issue:68002", + "accept": false, + "reason": "Both mention Ollama, but one is about local CLI selection and the other about TUI reply behavior; different symptoms and no shared code path shown." + }, + { + "left": "issue:65182", + "right": "issue:68394", + "accept": false, + "reason": "Both involve UI output, but one is about stripping final tags while the other is about image messages disappearing after assistant completion; not the same bug." + }, + { + "left": "issue:66728", + "right": "issue:67358", + "accept": false, + "reason": "Same trim exception shape, but they occur in different onboarding flows and the packet gives no direct evidence of a shared underlying defect." + }, + { + "left": "issue:66833", + "right": "issue:67425", + "accept": false, + "reason": "They only share a broad OpenRouter/streaming theme; the packet does not show shared files, targets, or a direct linkage, and the failure modes differ (reasoning_details/payloads=0 vs replayInvalid/livenessState=abandoned)." + }, + { + "left": "issue:35389", + "right": "issue:35861", + "accept": true, + "reason": "Strong ACP match: both report ACP_TURN_FAILED / exit code 5 during session spawn or turn execution, pointing to the same underlying runtime bug." + }, + { + "left": "issue:52605", + "right": "issue:52729", + "accept": false, + "reason": "Both are webhook 404 reports, but they affect different channels/routes and the packet does not indicate the same cause." + }, + { + "left": "issue:33053", + "right": "issue:64395", + "accept": false, + "reason": "Unrelated messaging-channel issues: QQ cron announcements versus Weixin throughput limits." + }, + { + "left": "issue:51174", + "right": "issue:51554", + "accept": false, + "reason": "Different status/probe output bugs: allowFrom truncation versus wrong context-window display." + }, + { + "left": "issue:65747", + "right": "issue:67408", + "accept": false, + "reason": "Different products and symptoms; one is Dingding plugin stream-mode access failure, the other a generic OpenRouter parser bug." + }, + { + "left": "issue:67438", + "right": "issue:67684", + "accept": false, + "reason": "One is Feishu QR onboarding, the other is a generic undefined-trim onboarding crash; no evidence of the same root cause." + }, + { + "left": "issue:65862", + "right": "issue:65863", + "accept": false, + "reason": "A missing onboarding provider entry and a docs provider-index omission are related only at a high level, not the same bug." + }, + { + "left": "issue:66641", + "right": "issue:67168", + "accept": false, + "reason": "Installer QuickStart crash versus logging.file not applied; both touch setup/config but are unrelated failure modes." + }, + { + "left": "issue:63225", + "right": "issue:65362", + "accept": false, + "reason": "Different build/runtime problems: missing npm module versus Ollama local model lookup failure." + }, + { + "left": "issue:32933", + "right": "issue:34610", + "accept": false, + "reason": "Gateway restart timeout/result loss is not the same as update/restart notification and memory-leak issues." + }, + { + "left": "issue:63144", + "right": "issue:65327", + "accept": false, + "reason": "Both are SSRF-policy feature requests, but they ask for different knobs and use cases; not the same change." + }, + { + "left": "issue:51809", + "right": "issue:68447", + "accept": false, + "reason": "Both involve provider-prefixed model IDs, but one is a dashboard picker bug and the other is LM Studio routing; too broad to merge." + }, + { + "left": "issue:34582", + "right": "issue:64352", + "accept": false, + "reason": "Different WhatsApp regressions: one is message visibility tied to terminal interaction, the other is media-send dropping attachments." + }, + { + "left": "issue:51505", + "right": "issue:53384", + "accept": false, + "reason": "Both mention streaming/thinking, but one is WebSocket event forwarding and the other is partial text-block dropping; not the same code path." + }, + { + "left": "issue:33354", + "right": "issue:53785", + "accept": false, + "reason": "Agent workspace-skill loading and missing Matrix crypto binary are unrelated startup/package issues." + }, + { + "left": "issue:63366", + "right": "issue:68661", + "accept": false, + "reason": "Both mention allowlist/approval behavior, but one is WhatsApp pairing-code leakage and the other is heredoc triggering approvals; distinct bugs." + }, + { + "left": "issue:61211", + "right": "issue:65516", + "accept": false, + "reason": "Both are build failures, but the missing contract-surface source and missing bundle-a2ui.sh are different packaging problems." + }, + { + "left": "issue:68120", + "right": "issue:68643", + "accept": false, + "reason": "OpenRouter is common, but empty assistant messages and wrong base URL are different failure modes and not one mergeable fix." + }, + { + "left": "issue:61880", + "right": "issue:68309", + "accept": false, + "reason": "Different tool/model issues: media-size limits for video generation versus a thinking-enabled Mistral behavior bug." + }, + { + "left": "issue:63484", + "right": "issue:68222", + "accept": false, + "reason": "Both involve interrupted long-running work, but the heartbeat/tool-error behavior and Kimi Code sessions_yield interruptions appear to be different bugs." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "The overall summary is mostly grounded, but one soft-edge verdict is too strong for the evidence in the packet. In particular, issue:66833 and issue:67425 only share a broad OpenRouter/streaming theme; the packet does not show shared files, targets, or a direct linkage, and the failure modes differ (Qwen3 reasoning_details/payloads=0 vs embedded runner replayInvalid/livenessState=abandoned). That makes the duplicate/merge call less conservative than required. The ACP pair is better supported, but the OpenRouter pair overstates the evidence." + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 92, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:30314", + "issue:30917", + "issue:32678", + "issue:33053", + "issue:34582", + "issue:34652", + "issue:35859", + "issue:36811", + "issue:37344", + "issue:51609", + "issue:53269", + "issue:53318", + "issue:53640", + "issue:53666", + "issue:53798", + "issue:54076", + "issue:57055", + "issue:62868", + "issue:62903", + "issue:63190", + "issue:63366", + "issue:63752", + "issue:63968", + "issue:64238", + "issue:64252", + "issue:64385", + "issue:64814", + "issue:64894", + "issue:64916", + "issue:65129", + "issue:65156", + "issue:65184", + "issue:65317", + "issue:65514", + "issue:65600", + "issue:65704", + "issue:66004", + "issue:66078", + "issue:66202", + "issue:66219", + "issue:66406", + "issue:66833", + "issue:67264", + "issue:67438", + "issue:67454", + "issue:67949", + "issue:68413", + "issue:68605" + ], + "soft_pairs": [ + "issue:30917|issue:64238", + "issue:34652|issue:66004", + "issue:51609|issue:65317", + "issue:53798|issue:68605", + "issue:57055|issue:67264", + "issue:64252|issue:66202", + "issue:30314|issue:65129", + "issue:63366|issue:66078", + "issue:33053|issue:34582", + "issue:66406|issue:67438", + "issue:54076|issue:64894", + "issue:62868|issue:62903", + "issue:32678|issue:37344", + "issue:63190|issue:64916", + "issue:35859|issue:36811", + "issue:53640|issue:63752", + "issue:64385|issue:64814", + "issue:65156|issue:65704", + "issue:53666|issue:63968", + "issue:67949|issue:68413", + "issue:53269|issue:53318", + "issue:66833|issue:67454", + "issue:65514|issue:65600", + "issue:65184|issue:66219" + ], + "prepared_review_unit_hash": "3e6ee60fba176be9f50ae64743206ad115ce45d89f24b13e51daa38e13520375", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 35152, + "estimated_input_tokens": 8788, + "estimated_eval_tokens": 17832 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This cluster is mostly a broad grab bag of unrelated bugs that only share superficial subsystem keywords (cron, chat plugins, sandbox, auth, models, packaging). None of the soft pairs look like true duplicates of the same underlying bug/change, so I would not collapse any of them together.", + "confidence": 0.94, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": null, + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:30917", + "right": "issue:64238", + "accept": false, + "reason": "Different regressions: Telegram model support failure vs an OpenClaw unknown-model lookup error." + }, + { + "left": "issue:34652", + "right": "issue:66004", + "accept": false, + "reason": "Cron scheduling never computing next wake time is a different code path from subagent timeout/frozenResultText handling." + }, + { + "left": "issue:51609", + "right": "issue:65317", + "accept": false, + "reason": "Both mention python helpers, but one is a missing python3 runtime in sandbox and the other is a writable-sandbox mutation-helper lookup failure." + }, + { + "left": "issue:53798", + "right": "issue:68605", + "accept": false, + "reason": "Different media bugs: Feishu audio duration metadata vs webchat image persistence/display." + }, + { + "left": "issue:57055", + "right": "issue:67264", + "accept": false, + "reason": "SSRF policy being ignored and tilde-expanding executablePath are unrelated browser/gateway defects." + }, + { + "left": "issue:64252", + "right": "issue:66202", + "accept": false, + "reason": "Host-unavailable transport error vs ollama models disappearing after upgrade are not the same failure." + }, + { + "left": "issue:30314", + "right": "issue:65129", + "accept": false, + "reason": "Announce delivery to group chats and cron --model override being ignored are distinct cron bugs." + }, + { + "left": "issue:63366", + "right": "issue:66078", + "accept": false, + "reason": "WhatsApp dmPolicy leakage and unknown memory embedding provider are unrelated subsystems." + }, + { + "left": "issue:33053", + "right": "issue:34582", + "accept": false, + "reason": "QQ Bot announce filtering system messages and WhatsApp messages only appearing when typing in terminal are different symptoms/code paths." + }, + { + "left": "issue:66406", + "right": "issue:67438", + "accept": false, + "reason": "Feishu reaction API validation and FeiShu QR-code onboarding failure are unrelated." + }, + { + "left": "issue:54076", + "right": "issue:64894", + "accept": false, + "reason": "Both involve login, but account-deletion redirect loops and OAuth invalid_scope/model.request failures are different bugs." + }, + { + "left": "issue:62868", + "right": "issue:62903", + "accept": false, + "reason": "Related Telegram packaging area, but missing channel.setup.js and doctor rewriting config to a minimal stub are not the same concrete bug." + }, + { + "left": "issue:32678", + "right": "issue:37344", + "accept": false, + "reason": "Feishu binding misrouting and Discord fetch/proxy failures are unrelated." + }, + { + "left": "issue:63190", + "right": "issue:64916", + "accept": false, + "reason": "Voice-note ASR pipeline omission and web UI image arriving empty are different media-flow issues." + }, + { + "left": "issue:35859", + "right": "issue:36811", + "accept": false, + "reason": "Both mention Telegram forwarding, but one is broad forwarding to the wrong channel and the other is leaking NO_REPLY text; not the same path." + }, + { + "left": "issue:53640", + "right": "issue:63752", + "accept": false, + "reason": "Gemini API_KEY_INVALID and Anthropic key-not-found are provider-specific auth issues with different causes." + }, + { + "left": "issue:64385", + "right": "issue:64814", + "accept": false, + "reason": "Config file truncation/corruption is different from api.pluginConfig being null at plugin registration." + }, + { + "left": "issue:65156", + "right": "issue:65704", + "accept": false, + "reason": "sqlite-vec function registration failure on v4.11 and Windows load failure are different platform-specific issues." + }, + { + "left": "issue:53666", + "right": "issue:63968", + "accept": false, + "reason": "Memory index reporting 0 chunks and missing qa/scenarios/index.md are unrelated regressions." + }, + { + "left": "issue:67949", + "right": "issue:68413", + "accept": false, + "reason": "Both say direct provider API works, but Ollama web/infer failure and Moonshot first-chunk timeout are different provider paths." + }, + { + "left": "issue:53269", + "right": "issue:53318", + "accept": false, + "reason": "Both are media/schema complaints, but Discord components v2 guidance and Feishu card-parameter incompatibility are not the same change." + }, + { + "left": "issue:66833", + "right": "issue:67454", + "accept": false, + "reason": "OpenRouter Qwen3 reasoning_details stream parsing and generic empty payloads in Telegram/UI are too different to treat as one bug." + }, + { + "left": "issue:65514", + "right": "issue:65600", + "accept": false, + "reason": "Both affect compaction, but one is MiniMax tokenBudget propagation and the other is a stale totalTokensFresh flag." + }, + { + "left": "issue:65184", + "right": "issue:66219", + "accept": false, + "reason": "Browser executablePath tilde expansion and doctor repair re-embedding tokens are unrelated." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 93, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:30152", + "issue:30308", + "issue:31119", + "issue:31260", + "issue:32439", + "issue:32913", + "issue:34353", + "issue:34830", + "issue:36182", + "issue:53135", + "issue:53235", + "issue:53295", + "issue:53386", + "issue:53431", + "issue:53547", + "issue:53689", + "issue:53705", + "issue:54070", + "issue:55276", + "issue:57072", + "issue:61412", + "issue:63704", + "issue:63759", + "issue:64174", + "issue:64395", + "issue:64644", + "issue:64756", + "issue:64783", + "issue:64852", + "issue:64900", + "issue:64991", + "issue:65510", + "issue:65685", + "issue:65740", + "issue:65763", + "issue:66006", + "issue:66046", + "issue:66500", + "issue:66639", + "issue:67151", + "issue:67188", + "issue:67687", + "issue:67955", + "issue:67984", + "issue:68028", + "issue:68108", + "issue:68466", + "issue:68804" + ], + "soft_pairs": [ + "issue:63704|issue:64756", + "issue:64900|issue:68108", + "issue:63759|issue:65685", + "issue:55276|issue:66500", + "issue:67151|issue:68466", + "issue:53431|issue:65740", + "issue:30308|issue:64395", + "issue:30152|issue:65763", + "issue:53235|issue:66006", + "issue:34353|issue:67687", + "issue:64852|issue:64991", + "issue:64174|issue:66046", + "issue:61412|issue:67188", + "issue:32439|issue:67984", + "issue:57072|issue:67955", + "issue:64644|issue:66639", + "issue:31119|issue:32913", + "issue:53295|issue:54070", + "issue:34830|issue:36182", + "issue:53547|issue:53705", + "issue:65510|issue:68028", + "issue:53386|issue:64783", + "issue:53135|issue:53689", + "issue:31260|issue:68804" + ], + "prepared_review_unit_hash": "59694e5f6f57835300113f1561af49df759a5ca9615b4a9bec358382a6d8fd25", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 35019, + "estimated_input_tokens": 8755, + "estimated_eval_tokens": 17766 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Mostly unrelated issues with a few clear duplicate pairs around model allowlisting, remote CDP status false-negatives, stale version display, and SecretRef-backed API key handling.", + "confidence": 0.88, + "canonical_issue_reason": "No single canonical issue covers the whole set; the items split into several unrelated bug families, with only a few localized duplicate pairs.", + "canonical_pr_reason": null, + "best_issue_reason": "No global best issue: the set is heterogeneous, so any one issue would misrepresent most of the cluster.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:63704", + "right": "issue:64756", + "accept": false, + "reason": "Different UI bugs: config-page raw-mode parsing error vs dreaming dashboard text overlap." + }, + { + "left": "issue:64900", + "right": "issue:68108", + "accept": true, + "reason": "Both are remote CDP status false-negatives despite live targets; 68108 pinpoints the resolver returning {} for the same code path." + }, + { + "left": "issue:63759", + "right": "issue:65685", + "accept": false, + "reason": "Both involve typing indicators, but one is late startup and the other is premature clearing; not the same concrete bug." + }, + { + "left": "issue:55276", + "right": "issue:66500", + "accept": false, + "reason": "Both mention garbled paths/filenames, but one is session-entry capping and the other is inbound media encoding." + }, + { + "left": "issue:67151", + "right": "issue:68466", + "accept": false, + "reason": "Both involve dropped URL-like content, but the Discord https stripping and upgrade-time chunk-import regression are different code paths." + }, + { + "left": "issue:53431", + "right": "issue:65740", + "accept": false, + "reason": "WebSocket problems in different systems: Feishu message ingestion vs Chrome CDP connection startup." + }, + { + "left": "issue:30308", + "right": "issue:64395", + "accept": false, + "reason": "Different channels and failure modes; Feishu formatting break is not the same as Weixin message-count limits." + }, + { + "left": "issue:30152", + "right": "issue:65763", + "accept": true, + "reason": "Same underlying allowlist/catalog mismatch: valid provider-registered models are rejected as not allowed unless aliased." + }, + { + "left": "issue:53235", + "right": "issue:66006", + "accept": false, + "reason": "Webchat rendering disappearance and auto-scroll behavior are separate UI issues." + }, + { + "left": "issue:34353", + "right": "issue:67687", + "accept": false, + "reason": "Both mention requireMention, but the symptoms and channels differ: unwanted Discord replies vs Feishu messages not entering the session." + }, + { + "left": "issue:64852", + "right": "issue:64991", + "accept": false, + "reason": "Both are auth regressions, but they affect different providers and report different failures." + }, + { + "left": "issue:64174", + "right": "issue:66046", + "accept": false, + "reason": "Different provider-specific OAuth/auth regressions (OpenAI Codex vs Google Vertex)." + }, + { + "left": "issue:61412", + "right": "issue:67188", + "accept": false, + "reason": "MiniMax TTS/provider misregistration is not the same as an unspecific TTS issue." + }, + { + "left": "issue:32439", + "right": "issue:67984", + "accept": false, + "reason": "Generic mac install failure and npm install regression are too different to treat as duplicates." + }, + { + "left": "issue:57072", + "right": "issue:67955", + "accept": false, + "reason": "Chat UI session desync and Slack route 404 are unrelated." + }, + { + "left": "issue:64644", + "right": "issue:66639", + "accept": false, + "reason": "Both touch MiniMax image features, but one is empty chat content during image understanding and the other is unsupported backend selection." + }, + { + "left": "issue:31119", + "right": "issue:32913", + "accept": true, + "reason": "Both report stale version/status text after upgrade; 32913 identifies the wrong version source, matching 31119's symptom." + }, + { + "left": "issue:53295", + "right": "issue:54070", + "accept": false, + "reason": "Same message tool area, but different validation mistakes: required card vs required buttons array." + }, + { + "left": "issue:34830", + "right": "issue:36182", + "accept": false, + "reason": "Both are 401s, but one is a missing-auth-header bug and the other is a provider-specific OpenRouter error." + }, + { + "left": "issue:53547", + "right": "issue:53705", + "accept": false, + "reason": "Workspace bootstrap loading and destructive delete behavior are separate bugs." + }, + { + "left": "issue:65510", + "right": "issue:68028", + "accept": true, + "reason": "Both show SecretRef-backed API keys passing config validation but failing at runtime, indicating a shared secret-resolution bug." + }, + { + "left": "issue:53386", + "right": "issue:64783", + "accept": false, + "reason": "Different Feishu/WhatsApp and runtime-error vs echo-filtering failures; not the same bug." + }, + { + "left": "issue:53135", + "right": "issue:53689", + "accept": false, + "reason": "Control UI asset loading and model lookup failure are unrelated." + }, + { + "left": "issue:31260", + "right": "issue:68804", + "accept": false, + "reason": "Both are channel status warnings, but on different channels and without evidence of the same underlying status-check bug." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet and stays conservative overall. The cluster is clearly heterogeneous, and the few accepted soft pairs are plausibly same-bug families from the titles/body descriptions: model allowlisting, remote CDP false-negatives, stale version display, and SecretRef-backed API key runtime failures. I don\u2019t see overstatement severe enough to reject." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 94, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:30025", + "issue:30308", + "issue:30962", + "issue:32812", + "issue:33089", + "issue:33119", + "issue:33259", + "issue:34656", + "issue:34830", + "issue:35397", + "issue:35556", + "issue:36672", + "issue:37344", + "issue:37494", + "issue:37546", + "issue:46002", + "issue:48479", + "issue:50966", + "issue:51554", + "issue:52328", + "issue:52677", + "issue:53233", + "issue:53591", + "issue:53648", + "issue:53783", + "issue:53785", + "issue:53857", + "issue:62089", + "issue:62880", + "issue:63486", + "issue:63704", + "issue:64296", + "issue:64374", + "issue:65590", + "issue:65613", + "issue:65645", + "issue:66046", + "issue:66173", + "issue:66381", + "issue:66785", + "issue:66907", + "issue:67218", + "issue:67667", + "issue:67926", + "issue:67986", + "issue:68172", + "issue:68540", + "issue:68735" + ], + "soft_pairs": [ + "issue:35397|issue:66785", + "issue:53785|issue:63486", + "issue:30962|issue:37344", + "issue:66381|issue:66907", + "issue:50966|issue:65645", + "issue:53591|issue:62089", + "issue:30025|issue:64296", + "issue:48479|issue:53233", + "issue:64374|issue:68172", + "issue:33089|issue:37546", + "issue:52328|issue:62880", + "issue:32812|issue:37494", + "issue:52677|issue:53857", + "issue:33259|issue:53648", + "issue:65590|issue:67218", + "issue:30308|issue:35556", + "issue:36672|issue:68735", + "issue:48479|issue:66046", + "issue:51554|issue:67667", + "issue:53783|issue:66173", + "issue:65613|issue:67986", + "issue:46002|issue:62089", + "issue:34656|issue:34830", + "issue:63704|issue:67926", + "issue:33119|issue:68540" + ], + "prepared_review_unit_hash": "77ce14ec5668596a2e01d8415a905d88b62360cfa5dd5aa0bb70ea9404955dd8", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 25, + "serialized_chars": 35550, + "estimated_input_tokens": 8888, + "estimated_eval_tokens": 18032 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This cluster is highly heterogeneous: the soft pairs are mostly superficial title overlaps across unrelated subsystems (UI, Feishu/Discord/Telegram, auth, model/provider routing, packaging, and transport). I would not collapse any of the suggested pairs into duplicates.", + "confidence": 0.88, + "canonical_issue_reason": "No single issue is a safe canonical because the cluster does not describe one underlying bug; the candidates span unrelated failures and the soft pairs are only loosely similar in wording.", + "canonical_pr_reason": null, + "best_issue_reason": "No global best issue is suitable as a canonical representative. Issue 34656 is the most detailed single report, but it is still just one of many unrelated bugs in this mixed cluster.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:35397", + "right": "issue:66785", + "accept": false, + "reason": "Both mention Umbrel/setup flow, but one is about podman apt packages and the other about scrolling in the setup wizard; different defects." + }, + { + "left": "issue:53785", + "right": "issue:63486", + "accept": false, + "reason": "One is a missing npm package binary on Linux; the other is Matrix interaction unresponsiveness. No shared code-path evidence." + }, + { + "left": "issue:30962", + "right": "issue:37344", + "accept": false, + "reason": "Both involve Discord, but one is newline formatting for bot messages and the other is send failures/fetch errors. Different bugs." + }, + { + "left": "issue:66381", + "right": "issue:66907", + "accept": false, + "reason": "Both are UI flicker/disappear-reappear reports, but one is WebChat send behavior and the other is Control UI streaming input reappearance; not enough to be the same defect." + }, + { + "left": "issue:50966", + "right": "issue:65645", + "accept": false, + "reason": "Both concern model selection/UI lists, but one is provider switching on model change and the other is showing all models / hiding non-default models. Different underlying behavior." + }, + { + "left": "issue:53591", + "right": "issue:62089", + "accept": false, + "reason": "One is a specific kimi-coding tool-call payload regression; the other is generic raw tool-call rendering across UIs. Not the same concrete code path." + }, + { + "left": "issue:30025", + "right": "issue:64296", + "accept": false, + "reason": "Both are connection-ended errors, but one is embedded agent run end connection error and the other is WhatsApp Web opening failure; unrelated transport/session problems." + }, + { + "left": "issue:48479", + "right": "issue:53233", + "accept": false, + "reason": "Both involve provider logic, but one is Vertex auth mode regression and the other is Anthropic cooldown leaking to fallback provider; different failure modes." + }, + { + "left": "issue:64374", + "right": "issue:68172", + "accept": false, + "reason": "Both mention missing capability/scope, but one is Slack-style message read scope and the other is Gemini image support detection. Different APIs and causes." + }, + { + "left": "issue:33089", + "right": "issue:37546", + "accept": false, + "reason": "Both reference session/reset language, but one is unreadable first assistant sentence after /new and the other is message-ordering conflict. Not the same bug." + }, + { + "left": "issue:52328", + "right": "issue:62880", + "accept": false, + "reason": "One is an env var not being obeyed in setup-podman.sh; the other is a published package missing a file. Different packaging/setup issues." + }, + { + "left": "issue:32812", + "right": "issue:37494", + "accept": false, + "reason": "One is a dashboard save/click problem when enabling tools; the other is a mac install env-var issue. No shared defect." + }, + { + "left": "issue:52677", + "right": "issue:53857", + "accept": false, + "reason": "Both involve web_search, but one is missing tool availability with built-in Gemini and the other is API-key detection despite keys being set. Separate root causes." + }, + { + "left": "issue:33259", + "right": "issue:53648", + "accept": false, + "reason": "One is stale Control UI version after upgrade; the other is a skills search box showing gateway URL. Different UI state bugs." + }, + { + "left": "issue:65590", + "right": "issue:67218", + "accept": false, + "reason": "Both are MCP transport/header issues, but one is custom headers not forwarded and the other is hardcoded Accept text/event-stream. Similar area, different concrete bug." + }, + { + "left": "issue:30308", + "right": "issue:35556", + "accept": false, + "reason": "Both are Feishu issues, but one is message format break and the other is post-card message send failure. Different message handling paths." + }, + { + "left": "issue:36672", + "right": "issue:68735", + "accept": false, + "reason": "One is invalid JSON payload on every request; the other is a provider rejecting request schema or tool payload. Too generic to merge safely." + }, + { + "left": "issue:48479", + "right": "issue:66046", + "accept": false, + "reason": "Both are google-vertex auth failures, but one claims API-key auth is used instead of ADC and the other is a 401 regression on a later version. Related area, not clearly the same defect." + }, + { + "left": "issue:51554", + "right": "issue:67667", + "accept": false, + "reason": "Both are status/context-count reporting bugs, but one shows wrong displayed window size and the other shows 0% usage because totalTokens was not saved. Different data path." + }, + { + "left": "issue:53783", + "right": "issue:66173", + "accept": false, + "reason": "One is a Telegram cross-agent visibility/send failure; the other is Umbrel update lagging. No overlap beyond being open issues." + }, + { + "left": "issue:65613", + "right": "issue:67986", + "accept": false, + "reason": "Both involve gateway/health-monitor instability, but one is a Discord stale-socket restart and the other is a silent gateway wedge after a specific release. Different subsystems and symptoms." + }, + { + "left": "issue:46002", + "right": "issue:62089", + "accept": false, + "reason": "One is Feishu blockStreaming not delivering intermediate text before tool calls; the other is raw tool-call rendering across UIs. Same broad theme, different bug." + }, + { + "left": "issue:34656", + "right": "issue:34830", + "accept": false, + "reason": "Both are 401/authentication problems, but one is invalid API key after config change/gateway restart and the other is missing authentication header. Not safely the same issue." + }, + { + "left": "issue:63704", + "right": "issue:67926", + "accept": false, + "reason": "Both affect Control UI Raw/Form mode, but one is a SyntaxError when switching modes and the other is Raw mode intentionally disabled for snapshot safety. Different behavior." + }, + { + "left": "issue:33119", + "right": "issue:68540", + "accept": false, + "reason": "Both are image-attachment issues, but one is webchat failing to display AI-sent images and the other is Feishu sending local files as path text instead of uploading. Different channels and code paths." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 95, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:30308", + "issue:30922", + "issue:31440", + "issue:31544", + "issue:32439", + "issue:32812", + "issue:32913", + "issue:35202", + "issue:35249", + "issue:35871", + "issue:51056", + "issue:51554", + "issue:52565", + "issue:53363", + "issue:53384", + "issue:53584", + "issue:53785", + "issue:62541", + "issue:63601", + "issue:63811", + "issue:64048", + "issue:64070", + "issue:64238", + "issue:64841", + "issue:65067", + "issue:65177", + "issue:65192", + "issue:65309", + "issue:65582", + "issue:65728", + "issue:65742", + "issue:65786", + "issue:65832", + "issue:66880", + "issue:66941", + "issue:66988", + "issue:67168", + "issue:67250", + "issue:67264", + "issue:67415", + "issue:67546", + "issue:67972", + "issue:68163", + "issue:68245", + "issue:68261", + "issue:68436", + "issue:68479" + ], + "soft_pairs": [ + "issue:31440|issue:65192", + "issue:66941|issue:68479", + "issue:53363|issue:53584", + "issue:65177|issue:65786", + "issue:65582|issue:67264", + "issue:53384|issue:67415", + "issue:65067|issue:67546", + "issue:63811|issue:66880", + "issue:53384|issue:67250", + "issue:65742|issue:65832", + "issue:32812|issue:65728", + "issue:31544|issue:51056", + "issue:32913|issue:35871", + "issue:53785|issue:64070", + "issue:64841|issue:66988", + "issue:30922|issue:51554", + "issue:30308|issue:35202", + "issue:64048|issue:64238", + "issue:35249|issue:62541", + "issue:67415|issue:68436", + "issue:65309|issue:68245", + "issue:65728|issue:67168", + "issue:32439|issue:67972", + "issue:68163|issue:68261", + "issue:52565|issue:63601" + ], + "prepared_review_unit_hash": "09796769985533d3781547319445a4ce089cc3ddfe7ca15956810a6d9f905042", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 25, + "serialized_chars": 34882, + "estimated_input_tokens": 8721, + "estimated_eval_tokens": 17698 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Most items are unrelated by title alone. The strongest duplicate cluster is the OpenRouter response-symptom group, with smaller clear pairs around Feishu config migration, stale version display, Active Memory hangs, and custom-provider model recognition.", + "confidence": 0.74, + "canonical_issue_reason": "Issue 68261 is the clearest OpenRouter anchor by title: it names the specific failure pattern, \"blank responses / stopReason=stop payloads=0,\" and is more concrete than the nearby OpenRouter titles.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 68261 is the strongest overall issue anchor in this packet because its title states a specific OpenRouter response symptom directly, making it the most precise representative among the OpenRouter reports.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:31440", + "right": "issue:65192", + "accept": false, + "reason": "Different titles: cross-channel session sharing vs. dream-session accumulation." + }, + { + "left": "issue:66941", + "right": "issue:68479", + "accept": false, + "reason": "Different areas: gateway connectivity/startup vs. cron session tool access." + }, + { + "left": "issue:53363", + "right": "issue:53584", + "accept": false, + "reason": "Different symptoms: Mistral 422 API failure vs. macOS chat scroll positioning." + }, + { + "left": "issue:65177", + "right": "issue:65786", + "accept": true, + "reason": "Both titles point to the same Feishu upgrade/config-migration problem and invalid config after upgrade." + }, + { + "left": "issue:65582", + "right": "issue:67264", + "accept": false, + "reason": "Both mention ENOENT, but the titles describe different paths: mkdir on macOS vs. browser executablePath expansion." + }, + { + "left": "issue:53384", + "right": "issue:67415", + "accept": false, + "reason": "Both are output-related, but one is streaming text loss and the other is audio drop on macOS." + }, + { + "left": "issue:65067", + "right": "issue:67546", + "accept": false, + "reason": "Too little shared title-level detail to confirm the same onboarding bug." + }, + { + "left": "issue:63811", + "right": "issue:66880", + "accept": false, + "reason": "Both are Telegram restart-loop reports, but the titles describe different failure details." + }, + { + "left": "issue:53384", + "right": "issue:67250", + "accept": false, + "reason": "Similar streaming wording, but the titles describe different triggers and not the same concrete bug." + }, + { + "left": "issue:65742", + "right": "issue:65832", + "accept": true, + "reason": "Both titles describe the same custom-provider/model-registry recognition failure." + }, + { + "left": "issue:32812", + "right": "issue:65728", + "accept": false, + "reason": "Different issues: dashboard save failure vs. gateway unauthorized startup." + }, + { + "left": "issue:31544", + "right": "issue:51056", + "accept": false, + "reason": "Different titles and symptoms: API-key warning UX vs. OpenRouter 401 authentication failure." + }, + { + "left": "issue:32913", + "right": "issue:35871", + "accept": true, + "reason": "Same wrong-version display issue: both titles say the UI shows an outdated version after upgrade." + }, + { + "left": "issue:53785", + "right": "issue:64070", + "accept": false, + "reason": "Different packaging/runtime dependency problems on different native modules/platforms." + }, + { + "left": "issue:64841", + "right": "issue:66988", + "accept": false, + "reason": "Different config-validation problems with no clear title-level match." + }, + { + "left": "issue:30922", + "right": "issue:51554", + "accept": false, + "reason": "Different UI display bugs: hardcoded version string vs. wrong context-window value." + }, + { + "left": "issue:30308", + "right": "issue:35202", + "accept": false, + "reason": "Different Feishu problems: message format break vs. long-link config failure." + }, + { + "left": "issue:64048", + "right": "issue:64238", + "accept": false, + "reason": "The titles do not point to the same concrete model-resolution bug." + }, + { + "left": "issue:35249", + "right": "issue:62541", + "accept": false, + "reason": "Different update-related issues: browser enablement vs. agent creation after dreaming config." + }, + { + "left": "issue:67415", + "right": "issue:68436", + "accept": false, + "reason": "Different symptoms: macOS talk-mode audio drops vs. OpenRouter payloads=0 / incomplete turns." + }, + { + "left": "issue:65309", + "right": "issue:68245", + "accept": true, + "reason": "Both titles describe the same Active Memory blocking/hang behavior across configurations." + }, + { + "left": "issue:65728", + "right": "issue:67168", + "accept": false, + "reason": "Unauthorized gateway startup and logging path not applied are unrelated by title." + }, + { + "left": "issue:32439", + "right": "issue:67972", + "accept": false, + "reason": "Generic install trouble vs. a specific npm install regression." + }, + { + "left": "issue:68163", + "right": "issue:68261", + "accept": true, + "reason": "Both OpenRouter titles describe the same blank-response / silent-agent regression." + }, + { + "left": "issue:52565", + "right": "issue:63601", + "accept": false, + "reason": "Too little title-level evidence that the UI event-listener bug and the code-fragment report are the same issue." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "The soft-edge verdicts are mostly conservative, but the anchor rationale overstates what\u2019s in the packet: the issue titles support a specific OpenRouter symptom, not claims about a reproducible code path or enough detail to support deduping. Please soften the best_issue_reason/canonical_issue_reason to stay at title-level evidence only." + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 96, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:32976", + "issue:33358", + "issue:33468", + "issue:33650", + "issue:34353", + "issue:34358", + "issue:34527", + "issue:35656", + "issue:35851", + "issue:49784", + "issue:51611", + "issue:51809", + "issue:52173", + "issue:52605", + "issue:53247", + "issue:53425", + "issue:53485", + "issue:53739", + "issue:53753", + "issue:53786", + "issue:53798", + "issue:53873", + "issue:53876", + "issue:56982", + "issue:57386", + "issue:62530", + "issue:64070", + "issue:64105", + "issue:64244", + "issue:64756", + "issue:64852", + "issue:64894", + "issue:64900", + "issue:64991", + "issue:65177", + "issue:65182", + "issue:65603", + "issue:65794", + "issue:66004", + "issue:66008", + "issue:66202", + "issue:66832", + "issue:67168", + "issue:67422", + "issue:67491", + "issue:67667", + "issue:67756", + "issue:68309" + ], + "soft_pairs": [ + "issue:53425|issue:66202", + "issue:64244|issue:67491", + "issue:64852|issue:64894", + "issue:53247|issue:53876", + "issue:53485|issue:65794", + "issue:66832|issue:67168", + "issue:64070|issue:65177", + "issue:33358|issue:34358", + "issue:53247|issue:53739", + "issue:64756|issue:64900", + "issue:53786|issue:67422", + "issue:52605|issue:57386", + "issue:33468|issue:66004", + "issue:34527|issue:35656", + "issue:51809|issue:67756", + "issue:66008|issue:68309", + "issue:64894|issue:64991", + "issue:33650|issue:35851", + "issue:53873|issue:65603", + "issue:51611|issue:56982", + "issue:32976|issue:65182", + "issue:49784|issue:53798", + "issue:52173|issue:53753", + "issue:34353|issue:67667", + "issue:62530|issue:64105" + ], + "prepared_review_unit_hash": "3e7a6d54818a27625e3d6c8d493fb98eefddc14ab1635c569c7fc5251496d60c", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 25, + "serialized_chars": 35502, + "estimated_input_tokens": 8876, + "estimated_eval_tokens": 18008 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "These items do not form a single duplicate cluster; they span many unrelated bugs across web chat, dashboards/model routing, Telegram/Feishu/Discord, browser relay, auth, logging, and runtime issues. None of the soft pairs look like the same underlying bug/change, so they should remain separate.", + "confidence": 0.95, + "canonical_issue_reason": "No canonical issue fits well: the set is heterogeneous and the soft pairs are only superficially similar by subsystem or symptom, not the same concrete bug.", + "canonical_pr_reason": null, + "best_issue_reason": "No single issue is a strong representative because any one choice would misrepresent most of the other, unrelated reports in this set.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:53425", + "right": "issue:66202", + "accept": false, + "reason": "Both involve model availability after upgrade, but one is OAuth/tool-schema validation for OpenAI Codex and the other is Ollama becoming unavailable; different providers and failure modes." + }, + { + "left": "issue:64244", + "right": "issue:67491", + "accept": false, + "reason": "Both mention MiniMax image tooling, but one is about plugin VL-01 routing and the other is about URL images not being converted to base64; related area, different concrete defects." + }, + { + "left": "issue:64852", + "right": "issue:64894", + "accept": false, + "reason": "Both concern auth regressions, but one is google-vertex 401 CREDENTIALS_MISSING and the other is OpenAI Codex invalid_scope/model.request; unrelated providers and errors." + }, + { + "left": "issue:53247", + "right": "issue:53876", + "accept": false, + "reason": "Both mention Telegram after upgrade, but one is WhatsApp plugin missing runtime-api and the other is Telegram channel configuration; different systems and symptoms." + }, + { + "left": "issue:53485", + "right": "issue:65794", + "accept": false, + "reason": "One is web chat records lost after update; the other is tool-call argument truncation in Web Chat. Same product area, but not the same bug." + }, + { + "left": "issue:66832", + "right": "issue:67168", + "accept": false, + "reason": "Both are logging-related, but one is redaction leakage in log tailing and the other is log file config being ignored; distinct issues." + }, + { + "left": "issue:64070", + "right": "issue:65177", + "accept": false, + "reason": "Both involve doctor/fix around dependencies or migration, but one is ARM64 bundled runtime dep reporting and the other is Feishu botName migration; different code paths." + }, + { + "left": "issue:33358", + "right": "issue:34358", + "accept": false, + "reason": "Both are Telegram media-related, but one is local file access under deliverables and the other is group replies failing to send attachments; not the same failure." + }, + { + "left": "issue:53247", + "right": "issue:53739", + "accept": false, + "reason": "Both mention WhatsApp/Feishu plugin regressions after upgrade, but they affect different plugins and different breakages." + }, + { + "left": "issue:64756", + "right": "issue:64900", + "accept": false, + "reason": "Both are dashboard/UI issues, but one is stray text on a dreaming page and the other is remote CDP running-state detection; unrelated defects." + }, + { + "left": "issue:53786", + "right": "issue:67422", + "accept": false, + "reason": "Both involve status/sync in UI, but one is Local Dashboard vs Feishu Bot desync and the other is webchat streaming requiring refresh; different behaviors and surfaces." + }, + { + "left": "issue:52605", + "right": "issue:57386", + "accept": false, + "reason": "Both are Google/BlueBubbles/Google Chat webhook-related? No\u2014one is iMessage BlueBubbles 404 after upgrade and the other is Google Chat 401 unauthorized; distinct integrations and root causes." + }, + { + "left": "issue:33468", + "right": "issue:66004", + "accept": false, + "reason": "Both produce startup/runtime errors, but one is googlechat null-object startup failure and the other is subagent timeout/frozenResultText null; unrelated subsystems." + }, + { + "left": "issue:34527", + "right": "issue:35656", + "accept": false, + "reason": "One is TTS audio streaming interrupted by response refresh; the other is Feishu logs refreshing frequently. Similar word 'refresh' but different features and bugs." + }, + { + "left": "issue:51809", + "right": "issue:67756", + "accept": false, + "reason": "Both are model routing/prefix issues, but one is dashboard model picker adding anthropic/ for non-Anthropic models and the other is cron routing ignoring ollama/ and rerouting to OpenAI; not the same path." + }, + { + "left": "issue:66008", + "right": "issue:68309", + "accept": false, + "reason": "Both relate to model output formatting/thinking, but one is missing whitespace in thinking lines and the other is a mistral small thinking-enabled problem; insufficiently specific to merge." + }, + { + "left": "issue:64894", + "right": "issue:64991", + "accept": false, + "reason": "Both concern OAuth/login failures in LLM providers, but one is OpenAI Codex invalid_scope and the other is Gemini OAuth unable to communicate with the agent; different provider behavior." + }, + { + "left": "issue:33650", + "right": "issue:35851", + "accept": false, + "reason": "Both are browser relay issues, but one is attachToBrowserTarget not allowed and the other is options page ON while tabs show relay not running; likely different failure points." + }, + { + "left": "issue:53873", + "right": "issue:65603", + "accept": false, + "reason": "Both are security/LLM related only in a broad sense; one is a CVE request and the other is Azure Foundry GPT schema/tool payload rejection." + }, + { + "left": "issue:51611", + "right": "issue:56982", + "accept": false, + "reason": "One is a Feishu tool parameter formatting bug and the other is doctor reporting gateway error under trusted proxy auth; unrelated areas." + }, + { + "left": "issue:32976", + "right": "issue:65182", + "accept": false, + "reason": "Both mention UI response text, but one is webchat final reply being replaced by tool output and the other is Control UI failing to strip tags; different presentation bugs." + }, + { + "left": "issue:49784", + "right": "issue:53798", + "accept": false, + "reason": "One is MS Teams file upload via CLI and the other is Feishu voice messages missing duration; different products and features." + }, + { + "left": "issue:52173", + "right": "issue:53753", + "accept": false, + "reason": "Both are model switcher/provider-prefix bugs in UI, but one is Dashboard v2 and the other is Control UI; likely related pattern, not the same concrete defect." + }, + { + "left": "issue:34353", + "right": "issue:67667", + "accept": false, + "reason": "Discord requireMention gating is unrelated to /status context usage showing 0% because totalTokens were not saved to session." + }, + { + "left": "issue:62530", + "right": "issue:64105", + "accept": false, + "reason": "Both are attachment download/fetch issues involving BlueBubbles/Node fetch, and the root cause may be related, but the reports are not clearly the same concrete bug without stronger evidence." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 97, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:30962", + "issue:31440", + "issue:32833", + "issue:33468", + "issue:33773", + "issue:33940", + "issue:35254", + "issue:35523", + "issue:37198", + "issue:51056", + "issue:52173", + "issue:53398", + "issue:53578", + "issue:53640", + "issue:53705", + "issue:53733", + "issue:53926", + "issue:53998", + "issue:62995", + "issue:63126", + "issue:63561", + "issue:63704", + "issue:63752", + "issue:64497", + "issue:64814", + "issue:64821", + "issue:64978", + "issue:65002", + "issue:65571", + "issue:65662", + "issue:65693", + "issue:66078", + "issue:66151", + "issue:66176", + "issue:66207", + "issue:66405", + "issue:67288", + "issue:67422", + "issue:67435", + "issue:67436", + "issue:67469", + "issue:67576", + "issue:67741", + "issue:67817", + "issue:68018", + "issue:68216", + "issue:68249", + "issue:68743" + ], + "soft_pairs": [ + "issue:32833|issue:33773", + "issue:53398|issue:53926", + "issue:64821|issue:67436", + "issue:35523|issue:67817", + "issue:63752|issue:64814", + "issue:53733|issue:67741", + "issue:53926|issue:53998", + "issue:63704|issue:66151", + "issue:66151|issue:66405", + "issue:30962|issue:35254", + "issue:51056|issue:53640", + "issue:31440|issue:67422", + "issue:64497|issue:68743", + "issue:53578|issue:67469", + "issue:65662|issue:67576", + "issue:66176|issue:66207", + "issue:64978|issue:65571", + "issue:33940|issue:37198", + "issue:65693|issue:68018", + "issue:63561|issue:68249", + "issue:63126|issue:65002", + "issue:52173|issue:67435", + "issue:33468|issue:66078", + "issue:62995|issue:67288", + "issue:53705|issue:68216" + ], + "prepared_review_unit_hash": "8bb1823b8e851c27c40ddf2f40ec95e2211863f1483baac23a694e95b17ea793", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 25, + "serialized_chars": 35598, + "estimated_input_tokens": 8900, + "estimated_eval_tokens": 18056 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "The cluster is mostly heterogeneous, with a few plausible duplicate subclusters around Chrome/CDP startup, chat message flicker, and session deliveryContext inheritance. I would not treat the whole set as one canonical duplicate cluster.", + "confidence": 0.74, + "canonical_issue_reason": "No single canonical issue fits the full set because the reports span unrelated subsystems; the strongest duplicate subcluster is the Chrome/CDP startup failure, where issue 64978 is the cleanest representative.", + "canonical_pr_reason": null, + "best_issue_reason": "issue 64978 is the best representative issue overall because it captures the core CDP startup failure cleanly and appears broader/earlier than the more environment-specific follow-up report.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:32833", + "right": "issue:33773", + "accept": false, + "reason": "Both mention install/file problems, but the symptoms and code paths differ; this looks like broad similarity, not the same bug." + }, + { + "left": "issue:53398", + "right": "issue:53926", + "accept": false, + "reason": "Gateway port-binding warning vs Linux secrets EnvironmentFile handling are unrelated issues." + }, + { + "left": "issue:64821", + "right": "issue:67436", + "accept": false, + "reason": "Both involve corruption during hot-reload, but one is config value contamination and the other is manifest.db corruption; not clearly the same underlying defect." + }, + { + "left": "issue:35523", + "right": "issue:67817", + "accept": false, + "reason": "TUI message display bug and missing Discord service env var are different problems." + }, + { + "left": "issue:63752", + "right": "issue:64814", + "accept": false, + "reason": "Missing Anthropic API key in auth profiles and api.pluginConfig null in extension register() are unrelated initialization/config bugs." + }, + { + "left": "issue:53733", + "right": "issue:67741", + "accept": false, + "reason": "Feature request for Intel Mac support is not the same as an Opus version fallback complaint." + }, + { + "left": "issue:53926", + "right": "issue:53998", + "accept": false, + "reason": "Both are secrets-related, but one is about systemd env file placement and the other about audit false positives for env refs." + }, + { + "left": "issue:63704", + "right": "issue:66151", + "accept": false, + "reason": "Control UI raw-mode SyntaxError and subagent cleanup missing module are unrelated failures." + }, + { + "left": "issue:66151", + "right": "issue:66405", + "accept": false, + "reason": "Missing subagent runtime module is not the same as broad multimedia/file I/O regressions." + }, + { + "left": "issue:30962", + "right": "issue:35254", + "accept": false, + "reason": "Discord newline formatting and TUI message routing to Discord DM are different issues." + }, + { + "left": "issue:51056", + "right": "issue:53640", + "accept": false, + "reason": "OpenRouter auth header missing and Gemini API key invalid are separate provider/authentication bugs." + }, + { + "left": "issue:31440", + "right": "issue:67422", + "accept": false, + "reason": "Session sharing between Telegram/Webchat differs from Webchat streaming behavior in new sessions." + }, + { + "left": "issue:64497", + "right": "issue:68743", + "accept": false, + "reason": "Both concern cron jobs, but one is session spawning after inactivity while the other is a 10-minute timeout issue." + }, + { + "left": "issue:53578", + "right": "issue:67469", + "accept": false, + "reason": "Performance regression in Gemini CLI OAuth is not the same as replies not being persisted to transcripts/history." + }, + { + "left": "issue:65662", + "right": "issue:67576", + "accept": false, + "reason": "ElevenLabs TTS playback failure and model-provider routing fallback are unrelated." + }, + { + "left": "issue:66176", + "right": "issue:66207", + "accept": true, + "reason": "Both describe the same UI symptom: newly sent messages briefly disappear and then reappear, likely from the same shared chat rendering/optimistic-update bug." + }, + { + "left": "issue:64978", + "right": "issue:65571", + "accept": true, + "reason": "Both report Chrome/CDP startup failure on port 18800; one is a managed-startup false negative and the other is the Linux regression report for the same code path." + }, + { + "left": "issue:33940", + "right": "issue:37198", + "accept": false, + "reason": "Manual execution changing cron timing is different from a gateway-restart infinite loop triggered by specific cron message content." + }, + { + "left": "issue:65693", + "right": "issue:68018", + "accept": true, + "reason": "Both point to deliveryContext/session inheritance dropping the expected parent/thread context and falling back incorrectly; same underlying session-propagation bug." + }, + { + "left": "issue:63561", + "right": "issue:68249", + "accept": false, + "reason": "User systemd detection/install status and Brave plugin loading are unrelated." + }, + { + "left": "issue:63126", + "right": "issue:65002", + "accept": false, + "reason": "Both are WhatsApp media issues, but one is a legacy shim hijacking sendMedia and the other is mediaUrl being dropped in delivery; not clearly the same bug." + }, + { + "left": "issue:52173", + "right": "issue:67435", + "accept": false, + "reason": "Dashboard model-switcher provider-prefix concatenation is unrelated to Ollama model-id prefixing." + }, + { + "left": "issue:33468", + "right": "issue:66078", + "accept": false, + "reason": "Google Chat null-object startup failure and unknown memory embedding provider are different errors." + }, + { + "left": "issue:62995", + "right": "issue:67288", + "accept": false, + "reason": "AWS Bedrock auth regression and missing discovery gate are distinct provider behaviors." + }, + { + "left": "issue:53705", + "right": "issue:68216", + "accept": false, + "reason": "Incorrect workspace deletion and write failures to workspace files are not the same underlying defect." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet and stays conservative about the mostly heterogeneous set. The accepted duplicate pairs are well-supported by the issue titles and descriptions, especially the Chrome/CDP startup pair, the chat flicker pair, and the session deliveryContext pair. No PR-mergeability concerns apply here since these are issue pairs, not PR pairs." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 98, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:30314", + "issue:30341", + "issue:30350", + "issue:32678", + "issue:33119", + "issue:33166", + "issue:34476", + "issue:35656", + "issue:52282", + "issue:52934", + "issue:53233", + "issue:53247", + "issue:53358", + "issue:53443", + "issue:53584", + "issue:53591", + "issue:53666", + "issue:53824", + "issue:57072", + "issue:62276", + "issue:62672", + "issue:62960", + "issue:63601", + "issue:63819", + "issue:64055", + "issue:64111", + "issue:64274", + "issue:64850", + "issue:64955", + "issue:65157", + "issue:65355", + "issue:65524", + "issue:65786", + "issue:65860", + "issue:65863", + "issue:66057", + "issue:66058", + "issue:66403", + "issue:66674", + "issue:67168", + "issue:67288", + "issue:67334", + "issue:67576", + "issue:67610", + "issue:67737", + "issue:67746", + "issue:68028" + ], + "soft_pairs": [ + "issue:33166|issue:52282", + "issue:66057|issue:66058", + "issue:53233|issue:62672", + "issue:65157|issue:67737", + "issue:65786|issue:67746", + "issue:65863|issue:67288", + "issue:32678|issue:64274", + "issue:62276|issue:64055", + "issue:57072|issue:67746", + "issue:65860|issue:67610", + "issue:34476|issue:52934", + "issue:64111|issue:65524", + "issue:53247|issue:53591", + "issue:30314|issue:53824", + "issue:30341|issue:30350", + "issue:53358|issue:53666", + "issue:53443|issue:65355", + "issue:64850|issue:67334", + "issue:62960|issue:63819", + "issue:64955|issue:68028", + "issue:35656|issue:67168", + "issue:63601|issue:66403", + "issue:33119|issue:53584", + "issue:66674|issue:67576" + ], + "prepared_review_unit_hash": "04c20bb0c2693a6d9906ff6f1e18768b88d78551544ba027a9044edb1f1957b1", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 24, + "serialized_chars": 34889, + "estimated_input_tokens": 8723, + "estimated_eval_tokens": 17702 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Most pairs are unrelated near-matches. Only the fallback-chain 429/rate-limit propagation reports look like the same underlying bug; the rest differ by subsystem, trigger, or failure mode.", + "confidence": 0.87, + "canonical_issue_reason": "issue:62672 is the best canonical issue because it describes the shared fallback-chain error-propagation defect in the most general terms and is already closed.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:62672 is the strongest representative overall: concise, generalized, and directly matches the shared 429/cooldown propagation problem across fallback providers.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:33166", + "right": "issue:52282", + "accept": false, + "reason": "Both are install/build failures, but one is a generic pnpm install error and the other is a Windows ui:build path/command quoting issue." + }, + { + "left": "issue:66057", + "right": "issue:66058", + "accept": false, + "reason": "Same memory/compaction area, but one is orphan checkpoint cleanup and the other is an infinite compaction loop; different bugs." + }, + { + "left": "issue:53233", + "right": "issue:62672", + "accept": true, + "reason": "Both describe the same fallback-chain defect where a primary provider's rate-limit/429 state incorrectly propagates to secondary fallback providers." + }, + { + "left": "issue:65157", + "right": "issue:67737", + "accept": false, + "reason": "Both involve hooks not firing, but they target different APIs and runtimes (claude-cli provider vs WhatsApp typed hooks)." + }, + { + "left": "issue:65786", + "right": "issue:67746", + "accept": false, + "reason": "Feishu config validation failure and WhatsApp session cleanup are unrelated channel-specific bugs." + }, + { + "left": "issue:65863", + "right": "issue:67288", + "accept": false, + "reason": "One is a docs entry missing, the other is a runtime discovery-gating bug; not the same change." + }, + { + "left": "issue:32678", + "right": "issue:64274", + "accept": false, + "reason": "Both are config scoping problems, but Feishu binding routing and MiniMax auth resolution are different code paths." + }, + { + "left": "issue:62276", + "right": "issue:64055", + "accept": false, + "reason": "Both mention port 18789 in use, but the triggers differ enough (schedule startup vs arm64 restart) that the underlying bug is not clearly the same." + }, + { + "left": "issue:57072", + "right": "issue:67746", + "accept": false, + "reason": "Chat route/session desync is unrelated to channel logout/remove persistence." + }, + { + "left": "issue:65860", + "right": "issue:67610", + "accept": false, + "reason": "A bad docs anchor in an error message is not the same as a sandbox backend factory startup failure." + }, + { + "left": "issue:34476", + "right": "issue:52934", + "accept": false, + "reason": "Changing API address and malicious-intent plugin changes are unrelated." + }, + { + "left": "issue:64111", + "right": "issue:65524", + "accept": false, + "reason": "Vision-image tool access and deleted-session executability are different security/feature bugs." + }, + { + "left": "issue:53247", + "right": "issue:53591", + "accept": false, + "reason": "Different providers and failures: missing light-runtime-api crash vs empty tool args from missing payload compatibility." + }, + { + "left": "issue:30314", + "right": "issue:53824", + "accept": false, + "reason": "Both are cron-delivery themed, but Feishu group-chat delivery failure and gateway-restart unknown-channel errors are distinct symptoms." + }, + { + "left": "issue:30341", + "right": "issue:30350", + "accept": false, + "reason": "Completely different Webchat bugs: false Gemini rate-limit error vs title flicker after refresh." + }, + { + "left": "issue:53358", + "right": "issue:53666", + "accept": false, + "reason": "Both memory-index regressions, but one hangs after batch completion while the other reports zero chunks; not enough evidence of one bug." + }, + { + "left": "issue:53443", + "right": "issue:65355", + "accept": false, + "reason": "Both are gateway probe false-negatives, but one is local loopback failure and the other is a non-loopback timeout cap issue." + }, + { + "left": "issue:64850", + "right": "issue:67334", + "accept": false, + "reason": "Runtime backend unavailable for qwen-code agent is unrelated to Ollama session timeout." + }, + { + "left": "issue:62960", + "right": "issue:63819", + "accept": false, + "reason": "Slack private file image regression and stuck-running session state are separate regressions." + }, + { + "left": "issue:64955", + "right": "issue:68028", + "accept": false, + "reason": "Both involve SecretRef resolution, but one is xAI auth-path lookup and the other is tavily webSearch validation/runtime mismatch." + }, + { + "left": "issue:35656", + "right": "issue:67168", + "accept": false, + "reason": "Frequent Feishu log refresh and logging.file not applied are not the same logging bug." + }, + { + "left": "issue:63601", + "right": "issue:66403", + "accept": false, + "reason": "A generic event push issue and a long-command approval popup layout problem are different UI defects." + }, + { + "left": "issue:33119", + "right": "issue:53584", + "accept": false, + "reason": "Image attachment display in Control UI and macOS scroll-position desync are unrelated." + }, + { + "left": "issue:66674", + "right": "issue:67576", + "accept": false, + "reason": "One is bad error surfacing for direct CLI inference, the other is provider parsing falling back to openai-codex." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet, and the lone accepted soft-edge pair (53233/62672) is well-supported by the titles. The rejections are conservative and appropriately avoid overstating similarity." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 99, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:24662", + "issue:30908", + "issue:30917", + "issue:31412", + "issue:31442", + "issue:32812", + "issue:33089", + "issue:33879", + "issue:34111", + "issue:34631", + "issue:34749", + "issue:35523", + "issue:51056", + "issue:51824", + "issue:52934", + "issue:53135", + "issue:53386", + "issue:53537", + "issue:53641", + "issue:53798", + "issue:53927", + "issue:53958", + "issue:61211", + "issue:61861", + "issue:62783", + "issue:63428", + "issue:63564", + "issue:63566", + "issue:63567", + "issue:64048", + "issue:64409", + "issue:64533", + "issue:64644", + "issue:64830", + "issue:64978", + "issue:65316", + "issue:65705", + "issue:65840", + "issue:65964", + "issue:66006", + "issue:66176", + "issue:66335", + "issue:66579", + "issue:66635", + "issue:66637", + "issue:66981", + "issue:68216", + "issue:68530" + ], + "soft_pairs": [ + "issue:53641|issue:66635", + "issue:53798|issue:66176", + "issue:65316|issue:68216", + "issue:64978|issue:66335", + "issue:64533|issue:65964", + "issue:34111|issue:53927", + "issue:31412|issue:33089", + "issue:63566|issue:63567", + "issue:53386|issue:66579", + "issue:65705|issue:68530", + "issue:53958|issue:64830", + "issue:63564|issue:64644", + "issue:32812|issue:33089", + "issue:34631|issue:35523", + "issue:66637|issue:66981", + "issue:51824|issue:64048", + "issue:30917|issue:53537", + "issue:66579|issue:66635", + "issue:63428|issue:64409", + "issue:24662|issue:66006", + "issue:34749|issue:61861", + "issue:31442|issue:33879", + "issue:51056|issue:62783", + "issue:53135|issue:61211", + "issue:64048|issue:65840", + "issue:30908|issue:52934" + ], + "prepared_review_unit_hash": "a8438d8cf113242359aa691312f36dc64616cbd8042b8f8bb66724194034934e", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 26, + "serialized_chars": 35740, + "estimated_input_tokens": 8935, + "estimated_eval_tokens": 18126 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Mostly false-positive similarity links across unrelated bugs and subsystems. Two pairs look like likely true duplicates: the TTS reply-media path regression and the dreaming heartbeat re-trigger bug. Everything else should be kept separate.", + "confidence": 0.93, + "canonical_issue_reason": "No single canonical issue for the whole set: the items split into many unrelated bugs, with only a couple of small true-duplicate pairs.", + "canonical_pr_reason": null, + "best_issue_reason": "No global best issue: there is no one issue that represents this mixed cluster cleanly.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:53641", + "right": "issue:66635", + "accept": false, + "reason": "Different integrations and failure modes: Discord attachment send vs WhatsApp auto-reply inline media." + }, + { + "left": "issue:53798", + "right": "issue:66176", + "accept": false, + "reason": "Feishu voice duration display is unrelated to WebChat message flicker/display timing." + }, + { + "left": "issue:65316", + "right": "issue:68216", + "accept": false, + "reason": "Both concern file tool writes, but one is sandbox workspace availability and the other is Gemini CLI workspace file access; not the same bug." + }, + { + "left": "issue:64978", + "right": "issue:66335", + "accept": false, + "reason": "Both are browser-start failures, but the reported symptoms and code paths differ (managed Chrome startup check vs CDP websocket reachability)." + }, + { + "left": "issue:64533", + "right": "issue:65964", + "accept": true, + "reason": "Same TTS reply-media path regression: audio output is being rejected/dropped by absolute-path/media-path validation." + }, + { + "left": "issue:34111", + "right": "issue:53927", + "accept": false, + "reason": "Nextcloud Talk webhook POSTs and BlueBubbles 404s are different connectors with different routing problems." + }, + { + "left": "issue:31412", + "right": "issue:33089", + "accept": false, + "reason": "Cron Jobs UI behavior and /new first-response truncation are unrelated UI/CLI issues." + }, + { + "left": "issue:63566", + "right": "issue:63567", + "accept": false, + "reason": "One is a Windows SIGKILL regression; the other is a config schema downgrade problem." + }, + { + "left": "issue:53386", + "right": "issue:66579", + "accept": false, + "reason": "Both are WhatsApp bugs, but one is echo filtering/infinite loop and the other is plugin-hook cancellation being ignored." + }, + { + "left": "issue:65705", + "right": "issue:68530", + "accept": true, + "reason": "Likely same underlying heartbeat scheduling bug: dreaming jobs re-trigger on every heartbeat instead of once per schedule." + }, + { + "left": "issue:53958", + "right": "issue:64830", + "accept": false, + "reason": "Config-file-path display is unrelated to session defaults for thinking/reasoning." + }, + { + "left": "issue:63564", + "right": "issue:64644", + "accept": false, + "reason": "Different MiniMax API failures: tool_call id mismatch vs empty chat content for image understanding." + }, + { + "left": "issue:32812", + "right": "issue:33089", + "accept": false, + "reason": "Dashboard tool-saving and /new message truncation are separate issues." + }, + { + "left": "issue:34631", + "right": "issue:35523", + "accept": false, + "reason": "Both mention restart, but LINE webhook 404s and TUI message visibility are unrelated behaviors." + }, + { + "left": "issue:66637", + "right": "issue:66981", + "accept": false, + "reason": "Remote browser proxy failure and generic browser timeout are different browser startup problems." + }, + { + "left": "issue:51824", + "right": "issue:64048", + "accept": false, + "reason": "Model selector mapping and Ollama/Qwen provider behavior are different issues." + }, + { + "left": "issue:30917", + "right": "issue:53537", + "accept": false, + "reason": "Telegram model incompatibility and Gemini thinking-content looping are unrelated model-provider bugs." + }, + { + "left": "issue:66579", + "right": "issue:66635", + "accept": false, + "reason": "Both are WhatsApp auto-reply related, but one is plugin hook dispatch and the other is media-path handling." + }, + { + "left": "issue:63428", + "right": "issue:64409", + "accept": false, + "reason": "Related dreaming startup area, but one is cron registration timing and the other is config resolution returning enabled=false." + }, + { + "left": "issue:24662", + "right": "issue:66006", + "accept": false, + "reason": "Webchat image paste not sent and auto-scroll not working are separate UI bugs." + }, + { + "left": "issue:34749", + "right": "issue:61861", + "accept": false, + "reason": "Both are BlueBubbles attachment issues, but one is SSRF-guard blocking localhost URLs and the other is a post-upgrade inbound attachment breakage." + }, + { + "left": "issue:31442", + "right": "issue:33879", + "accept": false, + "reason": "New install version mismatch and Docker TypeScript build failure are unrelated." + }, + { + "left": "issue:51056", + "right": "issue:62783", + "accept": false, + "reason": "Both are OpenRouter 401s, but one is missing auth header and the other is user-not-found in isolated cron sessions." + }, + { + "left": "issue:53135", + "right": "issue:61211", + "accept": false, + "reason": "UI assets missing vs docker build TypeScript failure are different build breakages." + }, + { + "left": "issue:64048", + "right": "issue:65840", + "accept": false, + "reason": "Ollama/Qwen provider issue and imageModel unknown-model error are not the same bug." + }, + { + "left": "issue:30908", + "right": "issue:52934", + "accept": false, + "reason": "Duplicate plugin ID warning is unrelated to malicious-intent plugin changes." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The analyst output is grounded in the packet and stays conservative on the soft edges. The two accepted pairs are plausibly the same underlying bugs, while the rest are reasonably treated as unrelated or only superficially similar. The overall summary matches the evidence and does not overstate certainty." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 100, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:31098", + "issue:31275", + "issue:31440", + "issue:32889", + "issue:32947", + "issue:33089", + "issue:34324", + "issue:36439", + "issue:42446", + "issue:48479", + "issue:51569", + "issue:51749", + "issue:53233", + "issue:53317", + "issue:53426", + "issue:53466", + "issue:53498", + "issue:53566", + "issue:53647", + "issue:53687", + "issue:53873", + "issue:54050", + "issue:62541", + "issue:62699", + "issue:63079", + "issue:63752", + "issue:64283", + "issue:64374", + "issue:64385", + "issue:64667", + "issue:64850", + "issue:64910", + "issue:65026", + "issue:65281", + "issue:65304", + "issue:65368", + "issue:65950", + "issue:66131", + "issue:66381", + "issue:67088", + "issue:67136", + "issue:67177", + "issue:67412", + "issue:67425", + "issue:67576", + "issue:67756", + "issue:67936", + "issue:68791" + ], + "soft_pairs": [ + "issue:53233|issue:64283", + "issue:32947|issue:36439", + "issue:51749|issue:67177", + "issue:53466|issue:54050", + "issue:53687|issue:65281", + "issue:48479|issue:64283", + "issue:53873|issue:64667", + "issue:32889|issue:65304", + "issue:67425|issue:68791", + "issue:31098|issue:64374", + "issue:53647|issue:65950", + "issue:62541|issue:66131", + "issue:66381|issue:67412", + "issue:31275|issue:33089", + "issue:42446|issue:64910", + "issue:51569|issue:53317", + "issue:63752|issue:64385", + "issue:53566|issue:64283", + "issue:63079|issue:67936", + "issue:67576|issue:67756", + "issue:67088|issue:67136", + "issue:62699|issue:64850", + "issue:31440|issue:53498", + "issue:34324|issue:65026", + "issue:53426|issue:65368" + ], + "prepared_review_unit_hash": "92fa811f96930c2be779bb9ddb48b970c41414e400924ea8d7616ba338ca978f", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 25, + "serialized_chars": 35976, + "estimated_input_tokens": 8994, + "estimated_eval_tokens": 18244 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Mostly heterogeneous issues with a few true duplicate pairs around stale OAuth credentials, cron completion misreporting, message duplication in chat UIs, and plugin-update failures. Most soft edges are not the same underlying bug and should be rejected.", + "confidence": 0.78, + "canonical_issue_reason": "issue 53466 is the clearest root-cause report of the stale-Codex-credential overwrite bug; 54050 looks like the same failure with a more specific platform/lane symptom.", + "canonical_pr_reason": null, + "best_issue_reason": "issue 53466 is the strongest representative issue overall: it states the underlying auth-state overwrite problem clearly and broadly enough to subsume the more specific duplicate report.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:53233", + "right": "issue:64283", + "accept": false, + "reason": "Both mention google-vertex/auth trouble, but one is a provider-auth mode issue and the other is missing GOOGLE_APPLICATION_CREDENTIALS after reinstall; different root causes." + }, + { + "left": "issue:32947", + "right": "issue:36439", + "accept": false, + "reason": "Unrelated products and symptoms: web_fetch network failure vs Synology Chat message loss." + }, + { + "left": "issue:51749", + "right": "issue:67177", + "accept": false, + "reason": "Both are Teams attachment problems, but one is channel media fetch and the other is DM downloadUrl rewriting; not the same code-path bug." + }, + { + "left": "issue:53466", + "right": "issue:54050", + "accept": true, + "reason": "Both describe stale/expired Codex credentials overwriting fresh auth and causing repeated OAuth failures; same underlying credential-state bug." + }, + { + "left": "issue:53687", + "right": "issue:65281", + "accept": false, + "reason": "One is missing media-understanding provider for visual inspection; the other is webchat image paste/send UI failure. Similar area, different bug." + }, + { + "left": "issue:48479", + "right": "issue:64283", + "accept": false, + "reason": "Both involve google-vertex auth, but API-key-vs-ADC misuse is distinct from environment credentials being dropped on reinstall." + }, + { + "left": "issue:53873", + "right": "issue:64667", + "accept": false, + "reason": "CVE request is unrelated to OpenAI Codex OAuth scope validation." + }, + { + "left": "issue:32889", + "right": "issue:65304", + "accept": false, + "reason": "Directory read EISDIR during doc generation is unrelated to the Windows missing-parameter tool-call regression." + }, + { + "left": "issue:67425", + "right": "issue:68791", + "accept": false, + "reason": "Both mention incomplete-turn/payloads=0 symptoms, but the runner/platform contexts differ and the failure modes are not concretely the same bug." + }, + { + "left": "issue:31098", + "right": "issue:64374", + "accept": false, + "reason": "Different integrations and different auth errors: Telegram token:none vs Slack-like missing_scope." + }, + { + "left": "issue:53647", + "right": "issue:65950", + "accept": true, + "reason": "Both report isolated cron sessions being marked OK/finished despite incomplete work; same underlying cron completion-state bug." + }, + { + "left": "issue:62541", + "right": "issue:66131", + "accept": false, + "reason": "One is inability to create an agent after enabling dreaming config; the other is startup auto-writing plugin IDs causing validation failure. Related area, different issue." + }, + { + "left": "issue:66381", + "right": "issue:67412", + "accept": true, + "reason": "Both describe sent WebChat/Control UI messages briefly disappearing after send, which strongly suggests the same optimistic-rendering/state bug." + }, + { + "left": "issue:31275", + "right": "issue:33089", + "accept": false, + "reason": "Feishu session-memory hook issue is not the same as the Chinese report about incomplete file reads and /new first-response behavior." + }, + { + "left": "issue:42446", + "right": "issue:64910", + "accept": false, + "reason": "Tool-output leakage into chat is a different bug from a stuck flashing reply box / incomplete output." + }, + { + "left": "issue:51569", + "right": "issue:53317", + "accept": false, + "reason": "Both are Codex OAuth-related, but proxy handling in code-to-token exchange is distinct from stale token overwrite on startup." + }, + { + "left": "issue:63752", + "right": "issue:64385", + "accept": false, + "reason": "Missing anthropic API key from auth-profiles.json is not concretely the same as openclaw.json truncation, even if both affect credentials." + }, + { + "left": "issue:53566", + "right": "issue:64283", + "accept": false, + "reason": "Unknown model rejection and missing GOOGLE_APPLICATION_CREDENTIALS are separate google-vertex problems." + }, + { + "left": "issue:63079", + "right": "issue:67936", + "accept": false, + "reason": "Google Chat audience-validation failure and Matrix startup failure are unrelated channel bugs." + }, + { + "left": "issue:67576", + "right": "issue:67756", + "accept": false, + "reason": "Both are model-routing fallbacks to OpenAI, but they hit different paths (infer run vs cron) and different prefixes; not enough to call the same bug." + }, + { + "left": "issue:67088", + "right": "issue:67136", + "accept": false, + "reason": "False GUI detection on macOS is unrelated to a write tool reporting success without creating a file." + }, + { + "left": "issue:62699", + "right": "issue:64850", + "accept": false, + "reason": "ACP persistent-session queue-owner recovery failure is different from runtime backend unavailable / agent spawn failure." + }, + { + "left": "issue:31440", + "right": "issue:53498", + "accept": false, + "reason": "Session sharing across Telegram/Webchat is unrelated to Telegram file attachment forwarding from the local host." + }, + { + "left": "issue:34324", + "right": "issue:65026", + "accept": true, + "reason": "Both report replies leaking from WebChat into another channel (Telegram/Discord), indicating the same cross-channel delivery bug." + }, + { + "left": "issue:53426", + "right": "issue:65368", + "accept": true, + "reason": "Both are update/plugin-update failures tied to the core update flow; the hashed runtime chunk error plausibly explains the broader plugin update failure." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The analysis is grounded in the packet and stays mostly conservative. The accepted soft edges are reasonably supported by the issue titles and the summary correctly characterizes the set as mostly heterogeneous with a few likely duplicates. No PR-pair mergeability concerns apply here." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 101, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:27804", + "issue:29727", + "issue:30924", + "issue:32189", + "issue:32638", + "issue:33272", + "issue:33621", + "issue:35523", + "issue:37571", + "issue:41342", + "issue:42614", + "issue:46002", + "issue:49885", + "issue:51099", + "issue:51656", + "issue:51716", + "issue:52173", + "issue:52719", + "issue:53566", + "issue:53733", + "issue:55304", + "issue:57256", + "issue:62172", + "issue:62574", + "issue:62627", + "issue:64636", + "issue:64707", + "issue:64900", + "issue:64978", + "issue:65090", + "issue:65093", + "issue:65133", + "issue:65565", + "issue:65834", + "issue:66088", + "issue:66353", + "issue:66523", + "issue:67116", + "issue:67136", + "issue:67250", + "issue:67619", + "issue:67930", + "issue:67931", + "issue:67974", + "issue:68394", + "issue:68661", + "issue:68788" + ], + "soft_pairs": [ + "issue:46002|issue:67250", + "issue:37571|issue:42614", + "issue:41342|issue:62574", + "issue:65093|issue:66353", + "issue:64978|issue:65133", + "issue:57256|issue:62172", + "issue:32189|issue:66088", + "issue:29727|issue:30924", + "issue:51656|issue:65565", + "issue:32638|issue:33272", + "issue:27804|issue:33621", + "issue:52719|issue:62627", + "issue:64900|issue:65834", + "issue:35523|issue:68394", + "issue:51716|issue:55304", + "issue:65090|issue:66353", + "issue:49885|issue:53566", + "issue:68661|issue:68788", + "issue:51099|issue:67136", + "issue:53733|issue:67116", + "issue:67116|issue:67930", + "issue:67116|issue:67931", + "issue:64636|issue:66523", + "issue:52173|issue:67619", + "issue:64707|issue:67974" + ], + "prepared_review_unit_hash": "d08efe3407c1e03c70548ffa66333122b8e93089a6b34d0816161d13f3a873d8", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 25, + "serialized_chars": 34918, + "estimated_input_tokens": 8730, + "estimated_eval_tokens": 17716 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "A few genuine duplicate pairs stand out, mainly the session-compaction/tool_use bug, a reasoning_effort passthrough bug, a managed-Chrome CDP startup check bug, and the duplicate llama.cpp feature request. Most other pairs are only thematically similar and should stay separate.", + "confidence": 0.83, + "canonical_issue_reason": "issue:27804 is the clearest and broadest description of the compaction/tool_use pairing failure and resulting 400s, making it the best representative of the confirmed duplicate set with issue:33621.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:27804 has the most complete root-cause framing and user-visible symptom summary among the clear duplicates.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:46002", + "right": "issue:67250", + "accept": false, + "reason": "Both involve streaming/UI behavior, but one is Feishu blockStreaming before tool calls and the other is Control UI text disappearing after tool-call display changes; different bugs." + }, + { + "left": "issue:37571", + "right": "issue:42614", + "accept": false, + "reason": "Both are provider incompatibilities, but one is SSE parsing in custom anthropic-messages proxies and the other is Volcengine rejecting prompt_cache_key; unrelated code paths." + }, + { + "left": "issue:41342", + "right": "issue:62574", + "accept": false, + "reason": "TTS truncation and a missing provider registration are different failure modes, not the same underlying bug." + }, + { + "left": "issue:65093", + "right": "issue:66353", + "accept": false, + "reason": "Both are CDP/browser startup related, but one is websocket reachability after start and the other is a detection false-negative; too broad to merge confidently." + }, + { + "left": "issue:64978", + "right": "issue:65133", + "accept": true, + "reason": "Both report managed Chrome starting but failing the CDP readiness/startup check despite DevTools being up; same concrete startup verification bug." + }, + { + "left": "issue:57256", + "right": "issue:62172", + "accept": false, + "reason": "Different subsystems and symptoms: memory availability reporting vs Discord /status channel/session reporting." + }, + { + "left": "issue:32189", + "right": "issue:66088", + "accept": false, + "reason": "Wrong model reporting and missing Discord token validation are separate issues." + }, + { + "left": "issue:29727", + "right": "issue:30924", + "accept": false, + "reason": "Both are config/permission bugs, but one is sub-agent allow-none behavior and the other is elevated.allowFrom approval handling; not the same code path." + }, + { + "left": "issue:51656", + "right": "issue:65565", + "accept": false, + "reason": "Image-tool vision routing and dashboard default-agent config validation are unrelated." + }, + { + "left": "issue:32638", + "right": "issue:33272", + "accept": true, + "reason": "Both describe reasoning_effort being sent to endpoints that do not support it, causing 400s; same underlying provider-serialization bug." + }, + { + "left": "issue:27804", + "right": "issue:33621", + "accept": true, + "reason": "Both are the same Anthropic/session-compaction bug: dangling tool_use/tool_result history after compaction leading to API 400s." + }, + { + "left": "issue:52719", + "right": "issue:62627", + "accept": false, + "reason": "Both mention missing bundled dependencies, but one is extensions and the other is channel plugins/CLI breakage; not clearly the same defect." + }, + { + "left": "issue:64900", + "right": "issue:65834", + "accept": false, + "reason": "Different availability checks in different components: remote CDP profile state vs cron service reconciliation." + }, + { + "left": "issue:35523", + "right": "issue:68394", + "accept": false, + "reason": "Both are UI rendering bugs, but one is assistant messages in the TUI and the other is image messages in Control UI; separate issues." + }, + { + "left": "issue:51716", + "right": "issue:55304", + "accept": false, + "reason": "Signal SSE fetch failure on Node 24 and Telegram init failure after restart are distinct integration problems." + }, + { + "left": "issue:65090", + "right": "issue:66353", + "accept": false, + "reason": "Closely related browser/CDP topics, but the reported failures are different enough that they do not clearly share one concrete bug." + }, + { + "left": "issue:49885", + "right": "issue:53566", + "accept": false, + "reason": "Credentials lookup failure and unknown-model rejection are unrelated google-vertex issues." + }, + { + "left": "issue:68661", + "right": "issue:68788", + "accept": false, + "reason": "Both involve allowlists/shims, but heredoc approval prompting and cmdCommands ENOENT are different command-path bugs." + }, + { + "left": "issue:51099", + "right": "issue:67136", + "accept": false, + "reason": "One is a missing-python sandbox-image regression; the other is a write-tool success-reporting bug. Different root causes." + }, + { + "left": "issue:53733", + "right": "issue:67116", + "accept": false, + "reason": "A feature request for Intel Macs and a logging timestamp preference are unrelated." + }, + { + "left": "issue:67116", + "right": "issue:67930", + "accept": false, + "reason": "Logging default timezone and llama.cpp support are unrelated." + }, + { + "left": "issue:67116", + "right": "issue:67931", + "accept": false, + "reason": "Same as the other llama.cpp request pair: the log-time feature is unrelated." + }, + { + "left": "issue:64636", + "right": "issue:66523", + "accept": false, + "reason": "Both are ignored environment variables, but different variables and different subsystems; not the same bug." + }, + { + "left": "issue:52173", + "right": "issue:67619", + "accept": false, + "reason": "Dashboard model switching and chat-session context loss are separate state-management problems." + }, + { + "left": "issue:64707", + "right": "issue:67974", + "accept": false, + "reason": "Both involve Feishu config handling, but restart-time default-account creation and hot-reload credential loss are different defects." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet and stays conservative on the soft-edge pairs. The accepted duplicate pairs are well supported by the titles/body framing: 27804/33621, 32638/33272, 64978/65133, and 67930/67931. The rejected pairs are generally only thematically similar rather than clearly the same bug. No overstatement stands out." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 102, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:30374", + "issue:33639", + "issue:35300", + "issue:35589", + "issue:35871", + "issue:51780", + "issue:53233", + "issue:53858", + "issue:54253", + "issue:55276", + "issue:61412", + "issue:62172", + "issue:62272", + "issue:62623", + "issue:63138", + "issue:63461", + "issue:63816", + "issue:63921", + "issue:64517", + "issue:64670", + "issue:64775", + "issue:64788", + "issue:64841", + "issue:64900", + "issue:65054", + "issue:65102", + "issue:65309", + "issue:65565", + "issue:65921", + "issue:65971", + "issue:66405", + "issue:66635", + "issue:66637", + "issue:66741", + "issue:66746", + "issue:66866", + "issue:67256", + "issue:67366", + "issue:67442", + "issue:67516", + "issue:67576", + "issue:67817", + "issue:68073", + "issue:68076", + "issue:68413", + "issue:68593", + "issue:68791" + ], + "soft_pairs": [ + "issue:66635|issue:66637", + "issue:67366|issue:67516", + "issue:65309|issue:68413", + "issue:54253|issue:64670", + "issue:62172|issue:63816", + "issue:64517|issue:65102", + "issue:35300|issue:35589", + "issue:33639|issue:35871", + "issue:53858|issue:65971", + "issue:64775|issue:67817", + "issue:63921|issue:67442", + "issue:51780|issue:64900", + "issue:62623|issue:66405", + "issue:62272|issue:66866", + "issue:66637|issue:68593", + "issue:66741|issue:66746", + "issue:63461|issue:67256", + "issue:55276|issue:64841", + "issue:68076|issue:68791", + "issue:30374|issue:53233", + "issue:63138|issue:64788", + "issue:65921|issue:68073", + "issue:65565|issue:67576", + "issue:61412|issue:65054" + ], + "prepared_review_unit_hash": "a546984c1dd6f0c0fe9e64f9cfc63bc296bb2bc5041b4c2d51cfbc85fbc5de1d", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 24, + "serialized_chars": 34846, + "estimated_input_tokens": 8712, + "estimated_eval_tokens": 17680 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "These items are largely heterogeneous; the soft pairs mostly share only broad subsystems or generic failure patterns, not the same concrete defect or change.", + "confidence": 0.98, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": null, + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:66635", + "right": "issue:66637", + "accept": false, + "reason": "Both mention WhatsApp/media or app behavior only loosely, but one is an outbound MEDIA send bug and the other is a macOS browser proxy/remote mode issue; different code paths." + }, + { + "left": "issue:67366", + "right": "issue:67516", + "accept": false, + "reason": "Both are onboarding TypeErrors, but the failing step and likely cause differ: Telegram token replacement vs an undefined trim() value." + }, + { + "left": "issue:65309", + "right": "issue:68413", + "accept": false, + "reason": "Different failures: active memory blocking direct-chat turns vs Moonshot/Kimi timing out before first chunk." + }, + { + "left": "issue:54253", + "right": "issue:64670", + "accept": false, + "reason": "Unrelated bugs: a RISC-V64 run failure versus a /btw command error and ESC key handling issue." + }, + { + "left": "issue:62172", + "right": "issue:63816", + "accept": false, + "reason": "Different integrations and symptoms: Discord /status reporting undefined versus WhatsApp outbound media claiming success but delivering nothing." + }, + { + "left": "issue:64517", + "right": "issue:65102", + "accept": false, + "reason": "Separate config bugs: approvals.exec.targets with multiple agents versus tools.exec.security/full not enabling inline Python eval." + }, + { + "left": "issue:35300", + "right": "issue:35589", + "accept": false, + "reason": "Both are message-routing complaints, but one is Webchat heartbeat to Feishu and the other is TUI responses leaking to iMessage via persisted deliveryContext; not the same concrete bug." + }, + { + "left": "issue:33639", + "right": "issue:35871", + "accept": false, + "reason": "Both show wrong version text, but one is WebUI using wizard.lastRunVersion and the other is a gateway dashboard upgrade version mismatch; different sources and surfaces." + }, + { + "left": "issue:53858", + "right": "issue:65971", + "accept": false, + "reason": "A Nostr channel restart loop is not the same as a macOS gateway stalling after 15-20 minutes; different lifecycle failures." + }, + { + "left": "issue:64775", + "right": "issue:67817", + "accept": false, + "reason": "One is an OAuth/setup failure for OpenClaw/Codex, the other is a missing DISCORD_BOT_TOKEN in a service file; different causes and targets." + }, + { + "left": "issue:63921", + "right": "issue:67442", + "accept": false, + "reason": "Both involve Dreaming metadata, but one exposes raw corpus metadata in reflections while the other persists metadata into MEMORY.md; related area, but not the same bug." + }, + { + "left": "issue:51780", + "right": "issue:64900", + "accept": false, + "reason": "Different remote/CDP state issues: stuck running indicator after subagent completion versus profile state showing false despite live targets." + }, + { + "left": "issue:62623", + "right": "issue:66405", + "accept": false, + "reason": "A Slack DM attachment regression is too specific to merge with a broad multimedia/file I/O regression report." + }, + { + "left": "issue:62272", + "right": "issue:66866", + "accept": false, + "reason": "Unrelated: update failure from a missing module versus excessive Discord Gateway RESUMEs." + }, + { + "left": "issue:66637", + "right": "issue:68593", + "accept": false, + "reason": "macOS browser proxy/remote mode failure is distinct from the menubar app health-check/gateway connectivity status issue." + }, + { + "left": "issue:66741", + "right": "issue:66746", + "accept": false, + "reason": "Both concern memory/vector indexing, but one is chunks_vec not created despite sqlite-vec and the other is a Windows-specific FTS-only fallback; related family, not clearly one defect." + }, + { + "left": "issue:63461", + "right": "issue:67256", + "accept": false, + "reason": "Both are MEDIA send problems, but they are different channels (WhatsApp CLI vs WeCom) and likely different integration paths." + }, + { + "left": "issue:55276", + "right": "issue:64841", + "accept": false, + "reason": "File-path corruption during session entry capping is unrelated to a disabled memory-lancedb entry failing config validation after upgrade." + }, + { + "left": "issue:68076", + "right": "issue:68791", + "accept": false, + "reason": "They share the incomplete-turn wording, but 68791 is a broader native Windows regression with gateway health and Telegram symptoms, so it is not clearly the same underlying bug." + }, + { + "left": "issue:30374", + "right": "issue:53233", + "accept": false, + "reason": "Both mention rate limits and fallback, but one is AWS Bedrock failover never triggering and the other is Anthropic cooldown incorrectly propagating to Google Vertex; different providers and mechanics." + }, + { + "left": "issue:63138", + "right": "issue:64788", + "accept": false, + "reason": "Both are CDP connection problems, but one is a websocket unreachable after Chrome start and the other is a launchd/cdpHttp:false connection failure; not the same concrete path." + }, + { + "left": "issue:65921", + "right": "issue:68073", + "accept": false, + "reason": "A wrong bundled-acpx path after update is a launcher/path resolution bug, not the same as the broken upgrade flow for existing npm plugins." + }, + { + "left": "issue:65565", + "right": "issue:67576", + "accept": false, + "reason": "One is dashboard agent-default config validation, the other is model inference ignoring OpenRouter and falling back to openai-codex; unrelated configuration bugs." + }, + { + "left": "issue:61412", + "right": "issue:65054", + "accept": false, + "reason": "MiniMax TTS/provider registration failure and MiniMax usage-polling baseUrl hardcoding are separate code paths." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 103, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:31440", + "issue:31544", + "issue:32633", + "issue:33943", + "issue:35095", + "issue:36987", + "issue:37142", + "issue:52175", + "issue:52324", + "issue:53140", + "issue:53584", + "issue:53610", + "issue:53666", + "issue:53927", + "issue:61880", + "issue:62470", + "issue:63484", + "issue:63743", + "issue:64131", + "issue:64277", + "issue:64326", + "issue:64499", + "issue:64517", + "issue:64762", + "issue:64821", + "issue:64841", + "issue:64852", + "issue:64939", + "issue:65078", + "issue:65309", + "issue:65360", + "issue:65582", + "issue:65602", + "issue:66153", + "issue:66405", + "issue:66766", + "issue:66839", + "issue:67256", + "issue:67422", + "issue:67619", + "issue:67930", + "issue:67931", + "issue:67949", + "issue:67955", + "issue:68013", + "issue:68413", + "issue:68470", + "issue:68472" + ], + "soft_pairs": [ + "issue:31440|issue:67619", + "issue:53584|issue:66153", + "issue:64762|issue:64939", + "issue:68413|issue:68472", + "issue:33943|issue:36987", + "issue:53666|issue:67949", + "issue:61880|issue:67256", + "issue:64499|issue:65582", + "issue:66405|issue:68013", + "issue:32633|issue:52175", + "issue:31544|issue:52324", + "issue:64821|issue:65602", + "issue:65360|issue:66766", + "issue:62470|issue:64277", + "issue:65309|issue:68472", + "issue:64326|issue:68470", + "issue:35095|issue:64852", + "issue:37142|issue:67955", + "issue:53140|issue:67422", + "issue:53610|issue:53927", + "issue:63484|issue:64131", + "issue:63743|issue:67930", + "issue:63743|issue:67931", + "issue:64517|issue:66839", + "issue:64841|issue:65078" + ], + "prepared_review_unit_hash": "0972a835b58354bc529faa6b874c17cf9c8b94b5aff4d375dcc075312b6b5855", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 25, + "serialized_chars": 35611, + "estimated_input_tokens": 8903, + "estimated_eval_tokens": 18062 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This cluster is mostly heterogeneous, not one true duplicate set. Only a few soft pairs look like the same underlying bug: multipart/form-data transcription corruption, Feishu message-routing/reply failures, and Anthropic context-window misreporting.", + "confidence": 0.88, + "canonical_issue_reason": "No single canonical issue: the items span many unrelated bugs, with only a few true duplicate pairs.", + "canonical_pr_reason": null, + "best_issue_reason": null, + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:31440", + "right": "issue:67619", + "accept": false, + "reason": "Both involve sessions, but one is cross-channel session separation and the other is lost context after switching sessions; different bugs." + }, + { + "left": "issue:53584", + "right": "issue:66153", + "accept": false, + "reason": "Unrelated symptoms and surfaces: macOS scroll-position issue vs WhatsApp/Meta AI behavior." + }, + { + "left": "issue:64762", + "right": "issue:64939", + "accept": true, + "reason": "Same concrete multipart/FormData failure path: one reports corrupted multipart bodies breaking transcription, the other needs manual serialization to make transcription work." + }, + { + "left": "issue:68413", + "right": "issue:68472", + "accept": false, + "reason": "Different problems: model turn timeout vs explicit-session model override loss." + }, + { + "left": "issue:33943", + "right": "issue:36987", + "accept": true, + "reason": "Both point to the same Feishu message delivery/reply path being broken for normal replies/messages, not commands." + }, + { + "left": "issue:53666", + "right": "issue:67949", + "accept": false, + "reason": "Different subsystems and failure modes: memory index count regression vs Ollama web UI inference mismatch." + }, + { + "left": "issue:61880", + "right": "issue:67256", + "accept": false, + "reason": "Both involve file/media sending, but the concrete limits and channels differ; not the same bug." + }, + { + "left": "issue:64499", + "right": "issue:65582", + "accept": false, + "reason": "Both are macOS-related, but one is missing a node capability and the other is an ENOENT mkdir path issue." + }, + { + "left": "issue:66405", + "right": "issue:68013", + "accept": false, + "reason": "Too broad to merge: generic multimedia/file I/O regressions vs a specific startsWith TypeError in a subsystem file." + }, + { + "left": "issue:32633", + "right": "issue:52175", + "accept": false, + "reason": "Both mention sessions.json, but one is transcriptPath persistence and the other is missing isolated sessions registration." + }, + { + "left": "issue:31544", + "right": "issue:52324", + "accept": false, + "reason": "Different UI/UX bugs with no shared code-path evidence." + }, + { + "left": "issue:64821", + "right": "issue:65602", + "accept": false, + "reason": "Both touch reload/config state, but they describe different corruption mechanisms and different settings." + }, + { + "left": "issue:65360", + "right": "issue:66766", + "accept": true, + "reason": "Same model metadata problem: the UI shows the wrong context window for Anthropic Sonnet/Opus 4 variants." + }, + { + "left": "issue:62470", + "right": "issue:64277", + "accept": false, + "reason": "Different providers and paths: Gemini thinkingConfig response issue vs Slack requireMention thread-reply behavior." + }, + { + "left": "issue:65309", + "right": "issue:68472", + "accept": false, + "reason": "Different session behaviors: active-memory delay/timeouts vs per-session model override loss." + }, + { + "left": "issue:64326", + "right": "issue:68470", + "accept": false, + "reason": "Both affect compaction, but the root causes are different provider-specific token counting bugs." + }, + { + "left": "issue:35095", + "right": "issue:64852", + "accept": false, + "reason": "Both are 401s, but they involve different services and auth layers, so they are not the same bug." + }, + { + "left": "issue:37142", + "right": "issue:67955", + "accept": false, + "reason": "Different integrations and failures: MiniMax auth error vs Slack route 404." + }, + { + "left": "issue:53140", + "right": "issue:67422", + "accept": false, + "reason": "WhatsApp auto-reply takeover is unrelated to webchat streaming delays." + }, + { + "left": "issue:53610", + "right": "issue:53927", + "accept": false, + "reason": "Both are 404s, but they are different endpoints and routing problems." + }, + { + "left": "issue:63484", + "right": "issue:64131", + "accept": false, + "reason": "Different symptoms: heartbeat/model-switch/Feishu silence vs a dreaming-page UI display issue." + }, + { + "left": "issue:63743", + "right": "issue:67930", + "accept": false, + "reason": "IPv6 listening support and llama.cpp support are unrelated feature requests." + }, + { + "left": "issue:63743", + "right": "issue:67931", + "accept": false, + "reason": "Duplicate of another feature request, but not of the IPv6 issue; it is about llama.cpp support." + }, + { + "left": "issue:64517", + "right": "issue:66839", + "accept": false, + "reason": "Different exec/approval issues: multi-agent target selection vs missing macOS system.run.prepare advertisement." + }, + { + "left": "issue:64841", + "right": "issue:65078", + "accept": false, + "reason": "Different upgrade regressions: memory-lancedb validation vs Telegram transcript visibility in Web UI." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet and stays conservative. The accepted soft pairs are plausibly the same bug classes, and the rejected pairs do not overstate similarity. No evidence of an unjustified merge or an overly strong canonicalization claim." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 104, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:30030", + "issue:31689", + "issue:32533", + "issue:33143", + "issue:37546", + "issue:46002", + "issue:47563", + "issue:50964", + "issue:53233", + "issue:53273", + "issue:53705", + "issue:53863", + "issue:54060", + "issue:55276", + "issue:57898", + "issue:64262", + "issue:64549", + "issue:64783", + "issue:64788", + "issue:64910", + "issue:64916", + "issue:64955", + "issue:65086", + "issue:65103", + "issue:65317", + "issue:65495", + "issue:65510", + "issue:65740", + "issue:65862", + "issue:66227", + "issue:66527", + "issue:66682", + "issue:66699", + "issue:66714", + "issue:66718", + "issue:66752", + "issue:67237", + "issue:67248", + "issue:67483", + "issue:67619", + "issue:67930", + "issue:67931", + "issue:68004", + "issue:68141", + "issue:68216", + "issue:68326", + "issue:68578", + "issue:68603" + ], + "soft_pairs": [ + "issue:64955|issue:65510", + "issue:65103|issue:68603", + "issue:66527|issue:66752", + "issue:66699|issue:66714", + "issue:67930|issue:68141", + "issue:67931|issue:68141", + "issue:31689|issue:68578", + "issue:66682|issue:66699", + "issue:65317|issue:68216", + "issue:65862|issue:68326", + "issue:46002|issue:64783", + "issue:55276|issue:64262", + "issue:64910|issue:67619", + "issue:57898|issue:67237", + "issue:47563|issue:65740", + "issue:53273|issue:53863", + "issue:50964|issue:66227", + "issue:66718|issue:67483", + "issue:33143|issue:37546", + "issue:53233|issue:54060", + "issue:64788|issue:65495", + "issue:53705|issue:64549", + "issue:64916|issue:68004", + "issue:65086|issue:67248", + "issue:30030|issue:32533" + ], + "prepared_review_unit_hash": "0666b296fdb6f9ec8117376c0bbf9ec0e7da386c27fa478d2ad6748d12527477", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 25, + "serialized_chars": 35265, + "estimated_input_tokens": 8817, + "estimated_eval_tokens": 17890 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Mostly unrelated bug reports; only the two llama.cpp feature requests are true duplicates. The strongest issue in this set is the Anthropic cooldown/fallback report because it is specific, actionable, and clearly describes a concrete provider-routing bug.", + "confidence": 0.89, + "canonical_issue_reason": "issue:53233 is the most specific, clearly scoped bug report here: it names the exact failure mode (Anthropic rate-limit cooldown leaking to an independent google-vertex fallback provider) and the underlying provider-routing behavior.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:53233 is the best representative issue because it describes a concrete, reproducible bug with a precise cross-provider fallback problem; the other issues are either broader, noisier, or appear unrelated.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:64955", + "right": "issue:65510", + "accept": false, + "reason": "Both involve SecretRef/auth failures, but they affect different integrations and code paths (xAI auth vs Firecrawl webFetch); not the same underlying bug." + }, + { + "left": "issue:65103", + "right": "issue:68603", + "accept": false, + "reason": "Both mention duplicate dispatch, but one is image tool Slack uploads and the other is voice memo duplication with audioAsVoice; different feature paths." + }, + { + "left": "issue:66527", + "right": "issue:66752", + "accept": false, + "reason": "Both are npm packaging failures, but the missing files and failure modes differ (subagent-registry.runtime.js vs audit-Cb4RZuLD.js on ARM64)." + }, + { + "left": "issue:66699", + "right": "issue:66714", + "accept": false, + "reason": "Both are Telegram command issues, but one is payload-budget related and the other is missing startup invocation after restart; different bugs." + }, + { + "left": "issue:67930", + "right": "issue:68141", + "accept": false, + "reason": "Feature request vs websocket file-access feature; same broad area only, not the same change or problem." + }, + { + "left": "issue:67931", + "right": "issue:68141", + "accept": false, + "reason": "Same as above: duplicate feature requests do not match the websocket file-access request." + }, + { + "left": "issue:31689", + "right": "issue:68578", + "accept": false, + "reason": "Completely different symptoms and subsystems; one is vllm/qwen connection error, the other is an infinite-loop weather prompt bug." + }, + { + "left": "issue:66682", + "right": "issue:66699", + "accept": false, + "reason": "Both are Telegram-related, but one is setMyCommands not registering at startup while the other is payload truncation; not the same bug." + }, + { + "left": "issue:65317", + "right": "issue:68216", + "accept": false, + "reason": "Both are write failures, but they stem from different paths and error conditions (functions.write helper missing python vs Gemini CLI workspace writes)." + }, + { + "left": "issue:65862", + "right": "issue:68326", + "accept": false, + "reason": "Different features: onboarding provider list vs sub-agent model default guidance; no shared concrete bug." + }, + { + "left": "issue:46002", + "right": "issue:64783", + "accept": false, + "reason": "Both involve Feishu, but one is streaming behavior and the other is a ReferenceError on bot mention; unrelated code paths." + }, + { + "left": "issue:55276", + "right": "issue:64262", + "accept": false, + "reason": "Both say 'garbled,' but one is file paths during session capping and the other is model output corruption; too broad and not the same issue." + }, + { + "left": "issue:64910", + "right": "issue:67619", + "accept": false, + "reason": "One is a stuck reply UI, the other is lost session context after switching chats; different failures." + }, + { + "left": "issue:57898", + "right": "issue:67237", + "accept": false, + "reason": "The titles are generic complaints with no evidence of the same bug." + }, + { + "left": "issue:47563", + "right": "issue:65740", + "accept": false, + "reason": "Both are macOS ARM64 issues, but one is a sharp build failure and the other is Chrome CDP websocket connectivity; unrelated." + }, + { + "left": "issue:53273", + "right": "issue:53863", + "accept": false, + "reason": "Both are packaging/layout problems, but they affect different assets and breakages; not the same underlying bug." + }, + { + "left": "issue:50964", + "right": "issue:66227", + "accept": false, + "reason": "Both involve CLI list commands, but one exits with 1000 during cron scheduling and the other hangs after output; different failure modes." + }, + { + "left": "issue:66718", + "right": "issue:67483", + "accept": false, + "reason": "Both are TypeErrors from undefined values, but they occur in different functions and onboarding paths; not a duplicate." + }, + { + "left": "issue:33143", + "right": "issue:37546", + "accept": false, + "reason": "Multi-tool invalid tool-call generation and message-ordering conflict are distinct session bugs." + }, + { + "left": "issue:53233", + "right": "issue:54060", + "accept": false, + "reason": "Both are fallback/rate-limit themed, but one is cooldown leakage across providers and the other is a UI surfacing problem after fallback success; different concrete bugs." + }, + { + "left": "issue:64788", + "right": "issue:65495", + "accept": false, + "reason": "Both are browser/CDP connection failures, but one is launchd-related reachability and the other is SSRF/private-network policy blocking localhost; different root causes." + }, + { + "left": "issue:53705", + "right": "issue:64549", + "accept": false, + "reason": "Workspace deletion and memory file auto-indexing are unrelated." + }, + { + "left": "issue:64916", + "right": "issue:68004", + "accept": false, + "reason": "Empty message delivery and empty tools array are different pipeline issues." + }, + { + "left": "issue:65086", + "right": "issue:67248", + "accept": false, + "reason": "Both involve sessions_spawn/subagents, but one is wrong model selection and the other is ACP-only streamTo failure; not the same bug." + }, + { + "left": "issue:30030", + "right": "issue:32533", + "accept": false, + "reason": "Both mention fallback not switching providers, but the first is specifically about shared cooldown buckets on Anthropic rate limits while the second is generic overload-error escalation; too different to merge confidently." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 105, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:30314", + "issue:31275", + "issue:31544", + "issue:32532", + "issue:35023", + "issue:35397", + "issue:35405", + "issue:36057", + "issue:36157", + "issue:37299", + "issue:37344", + "issue:37571", + "issue:50345", + "issue:50401", + "issue:50999", + "issue:51158", + "issue:51569", + "issue:51611", + "issue:52265", + "issue:53591", + "issue:53689", + "issue:53785", + "issue:53881", + "issue:54014", + "issue:55272", + "issue:55345", + "issue:63704", + "issue:63752", + "issue:64319", + "issue:64670", + "issue:64748", + "issue:64798", + "issue:64982", + "issue:65347", + "issue:65521", + "issue:65524", + "issue:65747", + "issue:65760", + "issue:65971", + "issue:66016", + "issue:66050", + "issue:67190", + "issue:67394", + "issue:67441", + "issue:67806", + "issue:67817", + "issue:67908", + "issue:68264" + ], + "soft_pairs": [ + "issue:64748|issue:67190", + "issue:31275|issue:54014", + "issue:50401|issue:64670", + "issue:67806|issue:68264", + "issue:53881|issue:65747", + "issue:35023|issue:50345", + "issue:63752|issue:64798", + "issue:50999|issue:65971", + "issue:53785|issue:67908", + "issue:35405|issue:52265", + "issue:66050|issue:68264", + "issue:30314|issue:67441", + "issue:64982|issue:65524", + "issue:36057|issue:37571", + "issue:53591|issue:53689", + "issue:55272|issue:65760", + "issue:31544|issue:36157", + "issue:35397|issue:67817", + "issue:51569|issue:67908", + "issue:37299|issue:66016", + "issue:37344|issue:55345", + "issue:51158|issue:67394", + "issue:32532|issue:65521", + "issue:51611|issue:63704", + "issue:64319|issue:65347" + ], + "prepared_review_unit_hash": "10a3afb8a26389955ac42f29d8949ccfd4bf40ad0f003d7ecc17aea7be74dcf5", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 25, + "serialized_chars": 35526, + "estimated_input_tokens": 8882, + "estimated_eval_tokens": 18020 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Mostly false-positive cluster: the issues span unrelated areas (Feishu, cron, browser startup, auth/OAuth, packaging, UI rendering, and messaging integrations). The only plausible duplicate pair is the cron TypeError reports (37299/66016).", + "confidence": 0.93, + "canonical_issue_reason": "issue:66016 is the best canonical within the only true duplicate-like pair: it names the exact cron failure (`Cannot read properties of undefined (reading 'runningAtMs')`) and has more discussion context than issue:37299. The rest of the set is too heterogeneous to share one canonical bug.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:66016 is the strongest representative issue overall because it is the most specific cron bug report and appears to describe the same root failure as issue:37299; no PRs are present.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:64748", + "right": "issue:67190", + "accept": false, + "reason": "Both involve memory-wiki, but one is CLI allowlist validation and the other is a bridge import result mismatch; different bugs." + }, + { + "left": "issue:31275", + "right": "issue:54014", + "accept": false, + "reason": "Feishu session-memory hook behavior vs OPENCLAW_HOME path handling are unrelated." + }, + { + "left": "issue:50401", + "right": "issue:64670", + "accept": false, + "reason": "Different failures and code paths: DeepSeek tool-call request validation vs /btw command and ESC-key UI behavior." + }, + { + "left": "issue:67806", + "right": "issue:68264", + "accept": false, + "reason": "Both are rendering-related, but one is sent-message refresh lag in Control UI and the other is canvas/browser visualization in chat; not the same bug." + }, + { + "left": "issue:53881", + "right": "issue:65747", + "accept": false, + "reason": "Control UI scroll layout vs Dingding plugin stream-mode connection failure are different subsystems." + }, + { + "left": "issue:35023", + "right": "issue:50345", + "accept": false, + "reason": "Both mention thinking/redacted_thinking, but one is sub-agent history replay on turn 2 and the other is embedded run failure; different concrete paths." + }, + { + "left": "issue:63752", + "right": "issue:64798", + "accept": false, + "reason": "Anthropic API key detection vs plugin update advisory are unrelated." + }, + { + "left": "issue:50999", + "right": "issue:65971", + "accept": false, + "reason": "Both mention macOS restart/stall symptoms, but one is Telegram polling and the other is gateway message processing; no clear shared defect." + }, + { + "left": "issue:53785", + "right": "issue:67908", + "accept": false, + "reason": "Different packaging problems: missing Matrix crypto binary vs Docker binary package resolution for OAuth shared modules." + }, + { + "left": "issue:35405", + "right": "issue:52265", + "accept": false, + "reason": "Chrome extension nonce-mismatch handshake rejection is not the same as CLI cron/gateway handshake timeout." + }, + { + "left": "issue:66050", + "right": "issue:68264", + "accept": false, + "reason": "Managed browser CDP connectivity failure is different from chat canvas visualization rendering." + }, + { + "left": "issue:30314", + "right": "issue:67441", + "accept": false, + "reason": "One is message delivery failure; the other is a false-positive lastRunStatus after successful delivery." + }, + { + "left": "issue:64982", + "right": "issue:65524", + "accept": false, + "reason": "Exclusive allowlist warning behavior is unrelated to deleted-session access control." + }, + { + "left": "issue:36057", + "right": "issue:37571", + "accept": false, + "reason": "Both are provider/streaming bugs, but they affect different providers and different failure mechanisms." + }, + { + "left": "issue:53591", + "right": "issue:53689", + "accept": false, + "reason": "One is missing thinking payload compat causing empty tool args; the other is a model lookup/config issue." + }, + { + "left": "issue:55272", + "right": "issue:65760", + "accept": false, + "reason": "UI showing fallback model and retry prompt preservation are different fallback-related bugs." + }, + { + "left": "issue:31544", + "right": "issue:36157", + "accept": false, + "reason": "Helpful API-key warning vs image recognition failure after proxying to Cloudflare are unrelated." + }, + { + "left": "issue:35397", + "right": "issue:67817", + "accept": false, + "reason": "Podman apt-package env var handling vs Discord service token environment setup are different setup bugs." + }, + { + "left": "issue:51569", + "right": "issue:67908", + "accept": false, + "reason": "OAuth proxy handling and Docker package resolution are unrelated failures." + }, + { + "left": "issue:37299", + "right": "issue:66016", + "accept": true, + "reason": "Both describe the same cron TypeError family; 66016 provides the exact missing property (`runningAtMs`) that likely explains 37299's broader list/run crash." + }, + { + "left": "issue:37344", + "right": "issue:55345", + "accept": false, + "reason": "Discord proxy fetch failure and Feishu multi-agent config bug are unrelated." + }, + { + "left": "issue:51158", + "right": "issue:67394", + "accept": false, + "reason": "Both are inbound message delivery problems, but they target different chat platforms and different routing layers." + }, + { + "left": "issue:32532", + "right": "issue:65521", + "accept": false, + "reason": "Chrome extension startup deadlock and Windows managed browser immediate exit/CDP bind failure are different launch bugs." + }, + { + "left": "issue:51611", + "right": "issue:63704", + "accept": false, + "reason": "Feishu tool-mode parameter formatting and Control UI raw/form mode switching are unrelated." + }, + { + "left": "issue:64319", + "right": "issue:65347", + "accept": false, + "reason": "GitHub authorization waiting state is not the same as OpenAI Codex OAuth invalid_scope / missing code failure." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet and remains conservative. The only supported near-duplicate callout is the cron TypeError pair (37299/66016), and the other soft-edge rejections are reasonably justified without overstating evidence." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 106, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:31570", + "issue:32937", + "issue:33239", + "issue:33259", + "issue:33639", + "issue:33773", + "issue:34476", + "issue:34582", + "issue:36439", + "issue:37546", + "issue:37548", + "issue:51175", + "issue:51611", + "issue:53168", + "issue:53247", + "issue:53431", + "issue:53512", + "issue:53579", + "issue:53686", + "issue:53751", + "issue:53871", + "issue:54076", + "issue:57033", + "issue:62470", + "issue:64282", + "issue:64509", + "issue:64852", + "issue:64978", + "issue:65067", + "issue:65157", + "issue:65314", + "issue:65475", + "issue:65582", + "issue:65602", + "issue:65666", + "issue:65728", + "issue:65747", + "issue:66082", + "issue:66784", + "issue:67192", + "issue:67260", + "issue:67291", + "issue:67576", + "issue:67619", + "issue:67955", + "issue:67957", + "issue:68735" + ], + "soft_pairs": [ + "issue:64978|issue:65314", + "issue:64509|issue:65157", + "issue:65747|issue:67192", + "issue:33773|issue:65582", + "issue:34476|issue:64282", + "issue:67260|issue:67576", + "issue:33259|issue:33639", + "issue:53247|issue:53871", + "issue:66784|issue:68735", + "issue:36439|issue:65728", + "issue:53512|issue:67619", + "issue:34582|issue:67291", + "issue:53168|issue:53431", + "issue:51175|issue:53686", + "issue:65602|issue:67957", + "issue:31570|issue:65067", + "issue:51611|issue:66082", + "issue:54076|issue:64852", + "issue:37546|issue:53579", + "issue:57033|issue:62470", + "issue:53751|issue:65475", + "issue:32937|issue:67955", + "issue:33239|issue:37548", + "issue:64852|issue:65666" + ], + "prepared_review_unit_hash": "90c132950acd5e9a8b5be8ac394847bc00bcb2daf965c99fb5f9933dc7ec47ee", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 24, + "serialized_chars": 34436, + "estimated_input_tokens": 8609, + "estimated_eval_tokens": 17474 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Two soft duplicate clusters stand out: Feishu duplicate-plugin warnings and the stale WebUI version display after upgrade. The rest are similar-looking but distinct bugs across different code paths.", + "confidence": 0.78, + "canonical_issue_reason": "Issue #37548 is the clearest representative of a real duplicate cluster: it gives the exact Feishu configuration condition and matches the duplicate-plugin warning symptom directly.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue #37548 is the strongest overall issue in this set: specific repro, clear root symptom, and the best fit for consolidation of the accepted Feishu duplicate reports.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:64978", + "right": "issue:65314", + "accept": false, + "reason": "Different subsystems and failure modes: managed Chrome startup detection vs Ollama timeout in agent mode." + }, + { + "left": "issue:64509", + "right": "issue:65157", + "accept": false, + "reason": "Both mention claude-cli, but one is a usage/auth limit and the other is missing plugin hook dispatch; not the same bug." + }, + { + "left": "issue:65747", + "right": "issue:67192", + "accept": false, + "reason": "Both involve streaming, but one is a DingTalk plugin stream-mode integration failure and the other is a Mistral reasoning stream-wrapper crash." + }, + { + "left": "issue:33773", + "right": "issue:65582", + "accept": false, + "reason": "Both are filesystem-related, but the symptoms and root causes differ: missing memory directory vs mkdir ENOENT on macOS native." + }, + { + "left": "issue:34476", + "right": "issue:64282", + "accept": false, + "reason": "Generic update/config persistence complaints, but no evidence they are the same underlying bug." + }, + { + "left": "issue:67260", + "right": "issue:67576", + "accept": false, + "reason": "Both mention provider fallback, but they involve different providers and different decision paths." + }, + { + "left": "issue:33259", + "right": "issue:33639", + "accept": true, + "reason": "Same underlying version-display bug after upgrade: UI shows stale wizard.lastRunVersion instead of the actual package version." + }, + { + "left": "issue:53247", + "right": "issue:53871", + "accept": false, + "reason": "Different channel/plugin problems: WhatsApp agent crash from missing runtime API vs Telegram config loss after upgrade." + }, + { + "left": "issue:66784", + "right": "issue:68735", + "accept": false, + "reason": "Both are schema/rejection errors, but one is a specific Comfy provider config-validation issue and the other is a generic provider/tool payload failure." + }, + { + "left": "issue:36439", + "right": "issue:65728", + "accept": false, + "reason": "Unrelated bugs: Synology Chat message loss vs gateway startup unauthorized error." + }, + { + "left": "issue:53512", + "right": "issue:67619", + "accept": false, + "reason": "Both involve switching context, but one is agent-switch behavior under saturation and the other is session switching without save." + }, + { + "left": "issue:34582", + "right": "issue:67291", + "accept": false, + "reason": "WhatsApp message visibility issue and onboarding crash are separate problems." + }, + { + "left": "issue:53168", + "right": "issue:53431", + "accept": false, + "reason": "Both mention WebSocket, but one is a CLI gateway handshake timeout and the other is Feishu inbound message reception failure." + }, + { + "left": "issue:51175", + "right": "issue:53686", + "accept": false, + "reason": "Different integration failures: OpenAI Codex OAuth 403 vs Telegram outbound API failures." + }, + { + "left": "issue:65602", + "right": "issue:67957", + "accept": false, + "reason": "Different update/config bugs: reserveTokens being overwritten vs plugin reinstall/config overwrite on update." + }, + { + "left": "issue:31570", + "right": "issue:65067", + "accept": false, + "reason": "Not the same problem: generic command execution regression vs Windows onboarding failure." + }, + { + "left": "issue:51611", + "right": "issue:66082", + "accept": false, + "reason": "Different tool/plugin issues: Feishu doc mode parameter formatting vs memory-wiki export reporting zero artifacts." + }, + { + "left": "issue:54076", + "right": "issue:64852", + "accept": false, + "reason": "Both are OAuth-related, but one is a login redirect loop after account deletion and the other is Google Vertex credential auth regression." + }, + { + "left": "issue:37546", + "right": "issue:53579", + "accept": false, + "reason": "Both are session/context complaints, but one is message ordering conflict and the other is agents forgetting OpenClaw infrastructure usage." + }, + { + "left": "issue:57033", + "right": "issue:62470", + "accept": false, + "reason": "Both are Google model/provider issues, but one is a bad request schema field and the other is empty replies with thinkingConfig." + }, + { + "left": "issue:53751", + "right": "issue:65475", + "accept": false, + "reason": "Different Google API failures: header-auth rejection on generateContent vs double /v1beta baseUrl causing Lyria 404." + }, + { + "left": "issue:32937", + "right": "issue:67955", + "accept": false, + "reason": "Both are 404s, but one is generic WebUI access and the other is Slack HTTP route registration/availability." + }, + { + "left": "issue:33239", + "right": "issue:37548", + "accept": true, + "reason": "Same Feishu duplicate-plugin problem: both report duplicate plugin loading/id warnings from overlapping Feishu definitions." + }, + { + "left": "issue:64852", + "right": "issue:65666", + "accept": false, + "reason": "Both are 401/auth issues, but one is Google Vertex OAuth/service-account regression and the other is embed iframe token propagation." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The conclusions are conservative and supported by the packet. The two accepted pairs are the only ones with strong title-level alignment (33259/33639 and 33239/37548), and the rejects avoid overstating vague similarity. The summary stays grounded and does not claim broader clustering than the evidence supports." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 107, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:25303", + "issue:29727", + "issue:30818", + "issue:30922", + "issue:31247", + "issue:32678", + "issue:34243", + "issue:34353", + "issue:36439", + "issue:50253", + "issue:50651", + "issue:51569", + "issue:51658", + "issue:51824", + "issue:52292", + "issue:52328", + "issue:53480", + "issue:53591", + "issue:53648", + "issue:53686", + "issue:53705", + "issue:53724", + "issue:53959", + "issue:54070", + "issue:62826", + "issue:63124", + "issue:63725", + "issue:64055", + "issue:64741", + "issue:64783", + "issue:64860", + "issue:65078", + "issue:65451", + "issue:65510", + "issue:65794", + "issue:66254", + "issue:66487", + "issue:66637", + "issue:66799", + "issue:66952", + "issue:66982", + "issue:67742", + "issue:68215", + "issue:68216", + "issue:68436", + "issue:68593", + "issue:68707", + "issue:68851" + ], + "soft_pairs": [ + "issue:67742|issue:68215", + "issue:53480|issue:53591", + "issue:30818|issue:65794", + "issue:36439|issue:64055", + "issue:68707|issue:68851", + "issue:66487|issue:66982", + "issue:25303|issue:52292", + "issue:34243|issue:64783", + "issue:51569|issue:66952", + "issue:29727|issue:32678", + "issue:34353|issue:66254", + "issue:52328|issue:64860", + "issue:53686|issue:68436", + "issue:53724|issue:54070", + "issue:63725|issue:64741", + "issue:65078|issue:68216", + "issue:50651|issue:51824", + "issue:65510|issue:66637", + "issue:62826|issue:65451", + "issue:30922|issue:53648", + "issue:53705|issue:66799", + "issue:50253|issue:51658", + "issue:53959|issue:63124", + "issue:31247|issue:68593" + ], + "prepared_review_unit_hash": "c344cd324310c8a0c1efee0c218cb41391fb4a2d450eb5f860f8c8b7beb451fc", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 35185, + "estimated_input_tokens": 8797, + "estimated_eval_tokens": 17850 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "These items are mostly unrelated bugs/features across different subsystems. The only strong duplicate pair is the WhatsApp outbound media attachment failure: both reports describe media not being attached/sent by the WhatsApp send path, with one phrased as a regression and the other naming the same failing function.", + "confidence": 0.86, + "canonical_issue_reason": "issue:65451 is the better canonical issue: it names the concrete failing path (sendMessageWhatsApp) and the precise symptom (hasMedia false), making it the clearest target for duplicates.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:65451 is the strongest issue to keep as the duplicate target because it is specific, actionable, and matches the duplicate report on WhatsApp media not attaching.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:67742", + "right": "issue:68215", + "accept": false, + "reason": "Different problems: model fallback to Opus vs config schema validation failure on anonymousTelemetryId." + }, + { + "left": "issue:53480", + "right": "issue:53591", + "accept": false, + "reason": "Both involve regressions and tool calling, but they affect different providers and failure modes (thinkingLevel reset vs empty tool args)." + }, + { + "left": "issue:30818", + "right": "issue:65794", + "accept": false, + "reason": "Different surfaces: pasted images not reaching backend vs tool-call arguments being truncated in web chat." + }, + { + "left": "issue:36439", + "right": "issue:64055", + "accept": false, + "reason": "Unrelated subsystems and symptoms: Synology chat message loss vs gateway restart port conflict on arm64." + }, + { + "left": "issue:68707", + "right": "issue:68851", + "accept": false, + "reason": "Different bugs in different paths: usage tracking options vs image drag/drop/paste delivery in webchat." + }, + { + "left": "issue:66487", + "right": "issue:66982", + "accept": false, + "reason": "Related area, but not clearly the same code-path problem: missing completion payload in heartbeat prompt vs orphan sessions from relay handling." + }, + { + "left": "issue:25303", + "right": "issue:52292", + "accept": false, + "reason": "Different behaviors: verbose exec logging omission vs duplicate image sends from a skill's media attachment behavior." + }, + { + "left": "issue:34243", + "right": "issue:64783", + "accept": false, + "reason": "Unrelated: sandbox path escape for bundled skills vs Feishu ReferenceError when mentioning bot." + }, + { + "left": "issue:51569", + "right": "issue:66952", + "accept": false, + "reason": "Both are OAuth-related, but one is proxy handling during code-to-token exchange and the other is a refresh-token race/status reporting issue." + }, + { + "left": "issue:29727", + "right": "issue:32678", + "accept": false, + "reason": "Configuration-related, but not the same bug: sub-agents getting allowed:none vs Feishu bindings routing all messages to main agent." + }, + { + "left": "issue:34353", + "right": "issue:66254", + "accept": false, + "reason": "Different channels and failures: Discord requireMention logic vs WeCom setup/token display issue." + }, + { + "left": "issue:52328", + "right": "issue:64860", + "accept": false, + "reason": "Different extensions and causes: missing OPENCLAW_EXTENSIONS env var guidance vs QA Lab scenario-pack lookup after update." + }, + { + "left": "issue:53686", + "right": "issue:68436", + "accept": false, + "reason": "Unrelated API failures: Telegram outbound requests failing vs OpenRouter payloads=0 on model responses." + }, + { + "left": "issue:53724", + "right": "issue:54070", + "accept": false, + "reason": "Both mention message-tool schema problems, but the required field/validator issues differ (card required vs empty buttons array)." + }, + { + "left": "issue:63725", + "right": "issue:64741", + "accept": false, + "reason": "Completely different topics: web file upload feature request vs inability to update via web interface." + }, + { + "left": "issue:65078", + "right": "issue:68216", + "accept": false, + "reason": "Different bugs in different areas: Telegram transcript visibility vs Gemini CLI workspace write failure." + }, + { + "left": "issue:50651", + "right": "issue:51824", + "accept": false, + "reason": "Both concern model selection, but one is duplicate-ID filtering and the other is provider mapping for bailian models." + }, + { + "left": "issue:65510", + "right": "issue:66637", + "accept": false, + "reason": "Unrelated: Firecrawl SecretRef auth handling vs macOS remote browser proxy failure." + }, + { + "left": "issue:62826", + "right": "issue:65451", + "accept": true, + "reason": "Same underlying bug: WhatsApp outbound media is not being attached/sent in the sendMessageWhatsApp/send --media path." + }, + { + "left": "issue:30922", + "right": "issue:53648", + "accept": false, + "reason": "Unrelated UI bugs: version label mismatch vs skills search box showing gateway URL." + }, + { + "left": "issue:53705", + "right": "issue:66799", + "accept": false, + "reason": "Both touch agent workspace files, but one is destructive delete behavior and the other is overly broad read access; different code paths." + }, + { + "left": "issue:50253", + "right": "issue:51658", + "accept": false, + "reason": "No overlap beyond being feature requests: IPv6 bind support vs custom Brave Search base URL." + }, + { + "left": "issue:53959", + "right": "issue:63124", + "accept": false, + "reason": "Different exec/tooling failures: models not executing tools after update vs CLI subcommand SIGKILL." + }, + { + "left": "issue:31247", + "right": "issue:68593", + "accept": false, + "reason": "Both mention health/status, but the dashboard schema/usage problems are not the same as the menubar gateway health check mismatch." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is well grounded in the packet. The only clearly close duplicate pair is the WhatsApp media attachment bug: issue:62826 and issue:65451 describe the same outbound WhatsApp media-sending failure, and choosing issue:65451 as the canonical target is conservative and supported by the titles. The other soft-edge rejections stay cautious and do not overclaim equivalence." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 108, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:28222", + "issue:29670", + "issue:30981", + "issue:31049", + "issue:31096", + "issue:32493", + "issue:32900", + "issue:32937", + "issue:33468", + "issue:33880", + "issue:33943", + "issue:34271", + "issue:34476", + "issue:35763", + "issue:35859", + "issue:36170", + "issue:37344", + "issue:45064", + "issue:52405", + "issue:53235", + "issue:53925", + "issue:61589", + "issue:64131", + "issue:64213", + "issue:64282", + "issue:64499", + "issue:64798", + "issue:65050", + "issue:65133", + "issue:65182", + "issue:65810", + "issue:65967", + "issue:65990", + "issue:66034", + "issue:66046", + "issue:66094", + "issue:66173", + "issue:66702", + "issue:66833", + "issue:66907", + "issue:67092", + "issue:67106", + "issue:67414", + "issue:67610", + "issue:67698", + "issue:67759", + "issue:68766" + ], + "soft_pairs": [ + "issue:61589|issue:65990", + "issue:61589|issue:65133", + "issue:65050|issue:66702", + "issue:28222|issue:64282", + "issue:31049|issue:65967", + "issue:31096|issue:37344", + "issue:35859|issue:53235", + "issue:52405|issue:64499", + "issue:45064|issue:66046", + "issue:30981|issue:32493", + "issue:66833|issue:67698", + "issue:29670|issue:35763", + "issue:33468|issue:67610", + "issue:33880|issue:34271", + "issue:34476|issue:66094", + "issue:64798|issue:66173", + "issue:65182|issue:67092", + "issue:32937|issue:64131", + "issue:36170|issue:53925", + "issue:33943|issue:66034", + "issue:64213|issue:67759", + "issue:66907|issue:67106", + "issue:65810|issue:68766", + "issue:32900|issue:67414" + ], + "prepared_review_unit_hash": "913ec09f267a808c7769df99cc788deaa4c7c00f77bfb6c6c95150f3eecf8649", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 24, + "serialized_chars": 34552, + "estimated_input_tokens": 8638, + "estimated_eval_tokens": 17532 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Most pairs are not duplicates. I accepted the browser/CDP readiness cluster (61589, 65990, 65133) and the OpenRouter payloads=0 cluster (66833, 67698); the rest look like distinct bugs in different flows/subsystems.", + "confidence": 0.81, + "canonical_issue_reason": "issue:65990 is the clearest representative of the browser/CDP reachability cluster: it has the most complete repro, matches the other two CDP-ready-check reports, and is broad enough to cover the shared failure mode.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:65990 is the best single issue to keep as the canonical tracker for the shared browser/CDP bug because it is detailed, current, and central to the duplicate set.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:61589", + "right": "issue:65990", + "accept": true, + "reason": "Same concrete browser/CDP failure: managed Chromium starts, but the CDP websocket/readiness check says unreachable while manual CDP access works." + }, + { + "left": "issue:61589", + "right": "issue:65133", + "accept": true, + "reason": "Same underlying browser startup/readiness bug: managed Chrome starts but fails the CDP ready check, and manual launch succeeds." + }, + { + "left": "issue:65050", + "right": "issue:66702", + "accept": false, + "reason": "Both mention vision/images, but one is about stalled Codex-native turns with a dynamic tool, while the other is about contaminated image context; different failure modes." + }, + { + "left": "issue:28222", + "right": "issue:64282", + "accept": false, + "reason": "Unrelated issues: built-in diagnostics plugin failure vs a generic update problem." + }, + { + "left": "issue:31049", + "right": "issue:65967", + "accept": false, + "reason": "Fallback not working when the primary model is unreachable is not the same as the UI showing the old model name after fallback." + }, + { + "left": "issue:31096", + "right": "issue:37344", + "accept": false, + "reason": "Different channels and errors: Telegram 403 Forbidden vs Discord fetch/proxy failure." + }, + { + "left": "issue:35859", + "right": "issue:53235", + "accept": false, + "reason": "Different WebChat problems: cross-posting to Telegram vs responses not rendering in the UI." + }, + { + "left": "issue:52405", + "right": "issue:64499", + "accept": false, + "reason": "Both involve exec/system.run, but one is a canonical CWD approval error and the other is a missing prepare hook on macOS companion nodes." + }, + { + "left": "issue:45064", + "right": "issue:66046", + "accept": false, + "reason": "Memory leak/OOM on basic commands is unrelated to Google Vertex 401 authentication failures." + }, + { + "left": "issue:30981", + "right": "issue:32493", + "accept": false, + "reason": "Completely different products and symptoms: Signal admin setting propagation vs Slack JSON manifest framing." + }, + { + "left": "issue:66833", + "right": "issue:67698", + "accept": true, + "reason": "Same OpenRouter turn-detection/payloads=0 bug: one report names reasoning_details stream parsing, the other explicitly says incomplete turn detection with payloads=0." + }, + { + "left": "issue:29670", + "right": "issue:35763", + "accept": false, + "reason": "Different Tailscale-related authorization/pairing scenarios; not the same concrete bug." + }, + { + "left": "issue:33468", + "right": "issue:67610", + "accept": false, + "reason": "Different failures: googlechat startup exception vs sandbox plugin factory error." + }, + { + "left": "issue:33880", + "right": "issue:34271", + "accept": false, + "reason": "Both are Feishu-related, but one is about group chat sessions not spawning and the other is about @mention recognition; too different to merge." + }, + { + "left": "issue:34476", + "right": "issue:66094", + "accept": false, + "reason": "Changing API address taking effect is unrelated to model registry latency/timeouts." + }, + { + "left": "issue:64798", + "right": "issue:66173", + "accept": false, + "reason": "No plugin updates needed is unrelated to Umbrel updates lagging behind." + }, + { + "left": "issue:65182", + "right": "issue:67092", + "accept": false, + "reason": "Both mention output-tag cleanup, but one is about tags in Control UI and the other is malformed reasoning leaking into text/persistence." + }, + { + "left": "issue:32937", + "right": "issue:64131", + "accept": false, + "reason": "WebUI 404/telnet-ok is not the same as a dreaming page display abnormality." + }, + { + "left": "issue:36170", + "right": "issue:53925", + "accept": false, + "reason": "chat.inject missing transcript handling is unrelated to /btw failing on a specific model." + }, + { + "left": "issue:33943", + "right": "issue:66034", + "accept": false, + "reason": "Feishu channel message handling and /trace delivery are distinct command/message-path issues." + }, + { + "left": "issue:64213", + "right": "issue:67759", + "accept": false, + "reason": "Both involve multimodal/image models, but one is about catalog fallback treating models as text-only and the other is WebChat image recognition with a specific base URL." + }, + { + "left": "issue:66907", + "right": "issue:67106", + "accept": false, + "reason": "Both are UI text-rendering glitches, but one is a brief reappearance on stream start and the other is Safari-specific disappearance on tool results." + }, + { + "left": "issue:65810", + "right": "issue:68766", + "accept": false, + "reason": "Generic fallback-on-connection-error behavior is unrelated to Feishu WebSocket recovery after token refresh failure." + }, + { + "left": "issue:32900", + "right": "issue:67414", + "accept": false, + "reason": "A TUI showing no output is unrelated to pasted-image preview/history reprocessing in Control UI." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet and stays conservative. The two accepted clusters are well supported by the titles/bodies: the browser/CDP reports (61589, 65990, 65133) share the same unreachable-CDP-after-start symptom, and the OpenRouter reports (66833, 67698) both center on payloads=0 / incomplete turn detection. The rejected pairs are mostly clearly different subsystems or failure modes. Canonical choice of 65990 is reasonable given it is the most detailed and active in that cluster." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 109, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:19598", + "issue:26466", + "issue:31049", + "issue:34665", + "issue:35277", + "issue:35523", + "issue:36301", + "issue:36431", + "issue:36608", + "issue:36987", + "issue:37036", + "issue:51175", + "issue:51716", + "issue:52186", + "issue:53376", + "issue:53956", + "issue:54060", + "issue:54613", + "issue:56982", + "issue:59205", + "issue:63225", + "issue:63706", + "issue:64238", + "issue:64296", + "issue:64670", + "issue:64741", + "issue:65026", + "issue:65119", + "issue:65201", + "issue:65314", + "issue:65518", + "issue:65687", + "issue:65810", + "issue:66500", + "issue:66637", + "issue:66866", + "issue:67256", + "issue:67394", + "issue:67517", + "issue:67907", + "issue:67930", + "issue:67931", + "issue:67936", + "issue:67957", + "issue:68154", + "issue:68245", + "issue:68522", + "issue:68662" + ], + "soft_pairs": [ + "issue:68245|issue:68662", + "issue:36608|issue:65518", + "issue:63706|issue:65687", + "issue:19598|issue:67930", + "issue:19598|issue:67931", + "issue:35277|issue:35523", + "issue:36431|issue:65026", + "issue:37036|issue:64296", + "issue:56982|issue:66637", + "issue:64741|issue:67930", + "issue:64741|issue:67931", + "issue:65201|issue:68154", + "issue:67517|issue:68522", + "issue:53376|issue:64670", + "issue:26466|issue:53956", + "issue:51716|issue:54613", + "issue:63225|issue:66866", + "issue:34665|issue:36987", + "issue:51175|issue:64238", + "issue:67907|issue:67936", + "issue:31049|issue:65810", + "issue:36301|issue:67957", + "issue:66500|issue:67256", + "issue:52186|issue:67394", + "issue:59205|issue:65119", + "issue:54060|issue:65314" + ], + "prepared_review_unit_hash": "46833d12e41e5b3c7de7b324ace4c1ccdce365f99fc946e2ff8bdb3bbc6727f8", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 26, + "serialized_chars": 35313, + "estimated_input_tokens": 8829, + "estimated_eval_tokens": 17914 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Conservative read: these are only soft-similarity pairs, not confirmed duplicates. None of the provided pairs has explicit duplicate links or pair evidence, so all soft-edge verdicts should stay rejected.", + "confidence": 0.93, + "canonical_issue_reason": "Issue 36608 is the clearest representative for the session-file cleanup theme: it is concise, open, and strongly aligned with 65518 by title/body, but the packet does not support calling that pair a confirmed duplicate.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 36608 is the best overall issue representative among the provided items because it is narrowly scoped, open, and has the cleanest description of a concrete bug; it is suitable as a cluster anchor without asserting exact duplication.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:68245", + "right": "issue:68662", + "accept": false, + "reason": "Both involve hangs, but the concrete failures differ: Active Memory reply-flow blocking vs Ollama first-request blocking." + }, + { + "left": "issue:36608", + "right": "issue:65518", + "accept": false, + "reason": "Strong topical similarity on deleted session files, but the packet does not provide explicit duplicate evidence, so this should remain a possible relation only." + }, + { + "left": "issue:63706", + "right": "issue:65687", + "accept": false, + "reason": "Both are Discord voice-related, but they describe different failure modes and are not clearly the same bug." + }, + { + "left": "issue:19598", + "right": "issue:67930", + "accept": false, + "reason": "Feature requests for Slack threads and llama.cpp support are unrelated changes." + }, + { + "left": "issue:19598", + "right": "issue:67931", + "accept": false, + "reason": "Same as the other 67930 pair: unrelated feature request, not the same underlying change." + }, + { + "left": "issue:35277", + "right": "issue:35523", + "accept": false, + "reason": "Both affect TUI messaging, but one is double display and the other is delayed display until restart." + }, + { + "left": "issue:36431", + "right": "issue:65026", + "accept": false, + "reason": "Both involve routing/reply delivery, but the affected channel and failure mode are different." + }, + { + "left": "issue:37036", + "right": "issue:64296", + "accept": false, + "reason": "A Windows dashboard 404 and a WhatsApp Web connection ending early are not the same bug." + }, + { + "left": "issue:56982", + "right": "issue:66637", + "accept": false, + "reason": "Trusted-proxy doctor warning and remote browser proxy failure are different problems." + }, + { + "left": "issue:64741", + "right": "issue:67930", + "accept": false, + "reason": "An update-question feature issue and llama.cpp support request are unrelated." + }, + { + "left": "issue:64741", + "right": "issue:67931", + "accept": false, + "reason": "Same as above: unrelated feature request, not a duplicate." + }, + { + "left": "issue:65201", + "right": "issue:68154", + "accept": false, + "reason": "Both are false positives, but they concern different checks and subsystems." + }, + { + "left": "issue:67517", + "right": "issue:68522", + "accept": false, + "reason": "Both mention provider/network failures, but one is Cloudflare HTML misclassification and the other is DNS lookup failure." + }, + { + "left": "issue:53376", + "right": "issue:64670", + "accept": false, + "reason": "Feishu receive_id_type 400 error and /btw plus ESC-key failure are unrelated." + }, + { + "left": "issue:26466", + "right": "issue:53956", + "accept": false, + "reason": "They both reference thinking leakage, but the packet only supports soft similarity, not a confirmed duplicate." + }, + { + "left": "issue:51716", + "right": "issue:54613", + "accept": false, + "reason": "Different channel-specific delivery failures: Signal SSE TypeError vs WhatsApp group receipt failure." + }, + { + "left": "issue:63225", + "right": "issue:66866", + "accept": false, + "reason": "Missing module error and excessive Discord RESUMEs are unrelated issues." + }, + { + "left": "issue:34665", + "right": "issue:36987", + "accept": false, + "reason": "Feishu reply formatting appears related, but the packet does not justify merging them as one concrete bug." + }, + { + "left": "issue:51175", + "right": "issue:64238", + "accept": false, + "reason": "OAuth geo-restriction and unknown-model regression are unrelated failures." + }, + { + "left": "issue:67907", + "right": "issue:67936", + "accept": false, + "reason": "OpenRouter stopReason/payload behavior and Matrix startup failure are different bugs." + }, + { + "left": "issue:31049", + "right": "issue:65810", + "accept": false, + "reason": "Both involve fallback, but one is primary-model API unreachable and the other is explicit connection/network error handling; too little evidence to treat as one bug." + }, + { + "left": "issue:36301", + "right": "issue:67957", + "accept": false, + "reason": "Version mismatch after npm update and plugin reinstall/config overwrite are different problems." + }, + { + "left": "issue:66500", + "right": "issue:67256", + "accept": false, + "reason": "Feishu filename mojibake and WeCom MEDIA send failure are unrelated channel issues." + }, + { + "left": "issue:52186", + "right": "issue:67394", + "accept": false, + "reason": "TTS voice selection and WhatsApp group auto-reply delivery are unrelated." + }, + { + "left": "issue:59205", + "right": "issue:65119", + "accept": false, + "reason": "Ollama auth regression and Ollama model-detection regression are different issues." + }, + { + "left": "issue:54060", + "right": "issue:65314", + "accept": false, + "reason": "TUI fallback error surfacing and Ollama timeout are different failure modes." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "Reject: the analyst overstates the evidence in multiple places. The packet\u2019s soft_pairs list marks every pair as deterministic_accept=false, but the analyst flipped several of them to accept=true (36608/65518, 26466/53956, 34665/36987, 31049/65810). Also, the narrative claims \u201cconfirmed duplicate pair,\u201d \u201cexact match,\u201d and \u201ctrue duplicates,\u201d none of which are supported by the packet because no explicit duplicate links or pair evidence are provided. The conservative conclusion should have stayed at soft similarity / possible relation, not confirmed duplication." + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 110, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:30908", + "issue:31275", + "issue:31785", + "issue:32189", + "issue:32252", + "issue:32532", + "issue:32741", + "issue:32808", + "issue:33239", + "issue:33259", + "issue:33568", + "issue:35202", + "issue:35300", + "issue:35405", + "issue:35428", + "issue:51809", + "issue:53480", + "issue:53544", + "issue:53672", + "issue:53687", + "issue:53721", + "issue:53797", + "issue:53858", + "issue:62172", + "issue:62276", + "issue:62903", + "issue:62905", + "issue:62967", + "issue:63602", + "issue:63677", + "issue:63816", + "issue:64839", + "issue:64971", + "issue:65431", + "issue:66088", + "issue:66553", + "issue:66758", + "issue:66833", + "issue:66941", + "issue:67097", + "issue:67435", + "issue:67575", + "issue:67775", + "issue:68154", + "issue:68216", + "issue:68336", + "issue:68804" + ], + "soft_pairs": [ + "issue:51809|issue:67435", + "issue:32252|issue:53858", + "issue:62172|issue:66088", + "issue:62903|issue:62905", + "issue:33568|issue:68216", + "issue:53687|issue:64839", + "issue:53480|issue:53721", + "issue:53672|issue:62276", + "issue:63602|issue:67775", + "issue:66833|issue:67575", + "issue:32741|issue:32808", + "issue:67097|issue:68154", + "issue:30908|issue:66941", + "issue:32189|issue:63816", + "issue:53544|issue:68804", + "issue:63677|issue:66553", + "issue:32532|issue:35405", + "issue:31275|issue:35202", + "issue:35300|issue:64971", + "issue:31785|issue:33239", + "issue:53797|issue:62967", + "issue:67435|issue:68336", + "issue:33259|issue:35428", + "issue:65431|issue:66758" + ], + "prepared_review_unit_hash": "79c58278fc47d4634a7c489eca58f3e6dc25dcbfe2445b080a4a81994136ebc7", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 24, + "serialized_chars": 34647, + "estimated_input_tokens": 8662, + "estimated_eval_tokens": 17580 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Mostly unrelated issues were grouped by soft title similarity. The only strong duplicate-like match is the OpenRouter streaming turn-loss pair; the rest are similar by subsystem or symptom but do not appear to be the same concrete bug.", + "confidence": 0.78, + "canonical_issue_reason": "issue:67575 is the clearest, broader description of the OpenRouter failure: responses are received but not surfaced to the user, with payloads=0 and an incomplete turn.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:67575 is the best representative because it captures the user-visible end result and likely subsumes the more specific parsing complaint in issue:66833.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:51809", + "right": "issue:67435", + "accept": false, + "reason": "Both are model-prefix bugs, but they affect different providers and different code paths (Dashboard picker vs Ollama API prefixing)." + }, + { + "left": "issue:32252", + "right": "issue:53858", + "accept": false, + "reason": "Both involve Nostr, but one is about DM delivery bugs and the other is a restart loop; too different to be the same underlying defect." + }, + { + "left": "issue:62172", + "right": "issue:66088", + "accept": false, + "reason": "Discord status-label bug and Discord skill config validation are separate problems in the same ecosystem, not one shared bug." + }, + { + "left": "issue:62903", + "right": "issue:62905", + "accept": false, + "reason": "Both mention Telegram bundled-plugin regressions, but one is a missing startup file while the other involves doctor/config rewrite behavior; related, not clearly the same bug." + }, + { + "left": "issue:33568", + "right": "issue:68216", + "accept": false, + "reason": "Both mention files not being written, but they involve different channels and different workspace artifacts, so they are not the same issue." + }, + { + "left": "issue:53687", + "right": "issue:64839", + "accept": false, + "reason": "Both are image-related, but one is missing a media-understanding provider and the other is model/provider selection and blocked media URL handling." + }, + { + "left": "issue:53480", + "right": "issue:53721", + "accept": false, + "reason": "Discord /reset thinkingLevel regression and Telegram restart/init failure are unrelated bugs." + }, + { + "left": "issue:53672", + "right": "issue:62276", + "accept": false, + "reason": "Both mention port 18789, but one is a UI access problem and the other is a startup port-conflict scenario; not the same defect." + }, + { + "left": "issue:63602", + "right": "issue:67775", + "accept": false, + "reason": "MCP schema validation failure and LAN reachability failure are different layers and different failure modes." + }, + { + "left": "issue:66833", + "right": "issue:67575", + "accept": true, + "reason": "These describe the same OpenRouter turn-delivery failure: stream parsing / payload assembly leaves payloads=0 and the response never reaches the user." + }, + { + "left": "issue:32741", + "right": "issue:32808", + "accept": false, + "reason": "Custom-provider verification prompt behavior and Feishu channel add failure are unrelated." + }, + { + "left": "issue:67097", + "right": "issue:68154", + "accept": false, + "reason": "Both concern bundled plugins and manifests, but one is lifecycle injection of models while the other is a phantom-entry audit false positive." + }, + { + "left": "issue:30908", + "right": "issue:66941", + "accept": false, + "reason": "Duplicate plugin-id warnings on restart and a gateway not starting for a QClaw/wechat-access account are different symptoms and likely different causes." + }, + { + "left": "issue:32189", + "right": "issue:63816", + "accept": false, + "reason": "Discord model-label mismatch and WhatsApp media delivery failure are unrelated." + }, + { + "left": "issue:53544", + "right": "issue:68804", + "accept": false, + "reason": "Both are channel-status UI issues, but for different channels and different warning conditions." + }, + { + "left": "issue:63677", + "right": "issue:66553", + "accept": false, + "reason": "Both involve voice/STT, but one bypasses transcription entirely while the other is a timing race before transcript availability." + }, + { + "left": "issue:32532", + "right": "issue:35405", + "accept": false, + "reason": "Both concern the Chrome extension/gateway, but startup deadlock and nonce-mismatch rejection are distinct bugs." + }, + { + "left": "issue:31275", + "right": "issue:35202", + "accept": false, + "reason": "Feishu memory-hook behavior and Feishu long-link config failure are unrelated." + }, + { + "left": "issue:35300", + "right": "issue:64971", + "accept": false, + "reason": "Both are message-routing issues, but they affect different channels and different sending directions; not the same concrete bug." + }, + { + "left": "issue:31785", + "right": "issue:33239", + "accept": false, + "reason": "Plugin-load permission failure and duplicate-plugin warning during install are different failure modes." + }, + { + "left": "issue:53797", + "right": "issue:62967", + "accept": false, + "reason": "Both are 400 errors from model providers, but the unsupported model and unsupported reasoning_effort cases are distinct." + }, + { + "left": "issue:67435", + "right": "issue:68336", + "accept": false, + "reason": "Both mention Ollama and 404s, but one is a model-ID prefixing bug and the other is a side-channel failure with different context." + }, + { + "left": "issue:33259", + "right": "issue:35428", + "accept": false, + "reason": "Both are stale/refresh UI complaints, but one is version display after upgrade and the other is core-file refresh not reflecting edits." + }, + { + "left": "issue:65431", + "right": "issue:66758", + "accept": false, + "reason": "Both are image-tool/model-resolution problems, but one is unsupported-images configuration and the other is an 'Unknown model' regression for ollama providers." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet, and the only accepted soft-edge pair (issue:66833 / issue:67575) is a conservative, title-supported duplicate-like match. The remaining verdicts stay cautious and do not overclaim sameness; no mergeability issue applies because there are no PR pairs." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 111, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:19598", + "issue:26103", + "issue:30030", + "issue:33621", + "issue:34353", + "issue:34665", + "issue:35023", + "issue:50253", + "issue:51099", + "issue:52292", + "issue:52484", + "issue:53376", + "issue:53415", + "issue:53584", + "issue:53610", + "issue:53641", + "issue:53726", + "issue:53949", + "issue:57672", + "issue:60970", + "issue:62517", + "issue:62623", + "issue:62958", + "issue:63601", + "issue:63834", + "issue:63863", + "issue:64288", + "issue:64480", + "issue:64748", + "issue:64783", + "issue:64793", + "issue:64900", + "issue:64910", + "issue:65201", + "issue:65495", + "issue:65682", + "issue:66177", + "issue:66507", + "issue:66597", + "issue:66661", + "issue:66822", + "issue:66941", + "issue:67168", + "issue:67327", + "issue:67724", + "issue:68076", + "issue:68643", + "issue:68662" + ], + "soft_pairs": [ + "issue:66177|issue:66597", + "issue:64748|issue:67327", + "issue:65495|issue:65682", + "issue:66822|issue:68662", + "issue:63834|issue:65201", + "issue:64783|issue:66941", + "issue:53949|issue:62623", + "issue:51099|issue:67168", + "issue:53610|issue:66661", + "issue:53641|issue:64480", + "issue:64288|issue:68076", + "issue:64793|issue:64910", + "issue:63601|issue:67724", + "issue:26103|issue:30030", + "issue:53726|issue:63863", + "issue:52292|issue:53584", + "issue:34353|issue:64900", + "issue:52484|issue:62958", + "issue:53415|issue:60970", + "issue:53376|issue:62517", + "issue:33621|issue:35023", + "issue:34665|issue:66507", + "issue:57672|issue:68643", + "issue:19598|issue:50253" + ], + "prepared_review_unit_hash": "0e311214f9c6ccb05ce9755fbd680cc22170960218f527125950c64168706ceb", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 35512, + "estimated_input_tokens": 8878, + "estimated_eval_tokens": 18012 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "The list spans many unrelated subsystems; none of the soft pairs is a strong enough duplicate match to merge. I\u2019d use a single clear, user-facing agent/UI hang report as the representative issue.", + "confidence": 0.58, + "canonical_issue_reason": "Issue 64793 is the clearest, most actionable bug report among the candidates and best represents the closest hang/timeout-style reports.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 64793 has the most concrete symptom description and enough discussion/references to serve as a representative triage anchor.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:66177", + "right": "issue:66597", + "accept": false, + "reason": "Both mention message flicker, but they affect different UIs and describe different regressions; not enough evidence of the same code-path bug." + }, + { + "left": "issue:64748", + "right": "issue:67327", + "accept": false, + "reason": "One is an allowlist naming mismatch, the other is a bridge-artifact counting issue; same feature area, different failure." + }, + { + "left": "issue:65495", + "right": "issue:65682", + "accept": false, + "reason": "Both are browser/CDP SSRF-policy related, but one is localhost blocking and the other is a resolver return-value regression; likely separate bugs." + }, + { + "left": "issue:66822", + "right": "issue:68662", + "accept": false, + "reason": "Concurrency setting ignored vs Ollama request hang; related subsystem, but different underlying failures." + }, + { + "left": "issue:63834", + "right": "issue:65201", + "accept": false, + "reason": "Different false-positive warnings in different checks; no shared code-path evidence." + }, + { + "left": "issue:64783", + "right": "issue:66941", + "accept": false, + "reason": "Feishu mention ReferenceError and WeChat gateway startup failure are unrelated symptoms in different integration paths." + }, + { + "left": "issue:53949", + "right": "issue:62623", + "accept": false, + "reason": "Both are download issues, but they affect different channels and likely different handlers." + }, + { + "left": "issue:51099", + "right": "issue:67168", + "accept": false, + "reason": "Sandbox image missing python and logging.file not applied are unrelated configuration/runtime bugs." + }, + { + "left": "issue:53610", + "right": "issue:66661", + "accept": false, + "reason": "Both return 404s, but one is avatar serving and the other is external plugin route registration; different routes and causes." + }, + { + "left": "issue:53641", + "right": "issue:64480", + "accept": false, + "reason": "Discord attachment loss and BlueBubbles delivery failure are different integration bugs, not one shared change." + }, + { + "left": "issue:64288", + "right": "issue:68076", + "accept": false, + "reason": "Telegram polling stall and incomplete-turn error surfacing are distinct agent/runtime issues." + }, + { + "left": "issue:64793", + "right": "issue:64910", + "accept": false, + "reason": "Both describe UI hangs, but one is timeout/error surfacing and the other is a stuck reply-box animation; too little to treat as the same bug." + }, + { + "left": "issue:63601", + "right": "issue:67724", + "accept": false, + "reason": "event.messages.push and interactiveReplies dispatch are different event-handling problems." + }, + { + "left": "issue:26103", + "right": "issue:30030", + "accept": false, + "reason": "Different providers and different rate-limit behavior; they do not look like one fixable bug." + }, + { + "left": "issue:53726", + "right": "issue:63863", + "accept": false, + "reason": "The titles are unrelated; one is a nonsense antivirus issue, the other is a startup regression." + }, + { + "left": "issue:52292", + "right": "issue:53584", + "accept": false, + "reason": "Duplicate image sends and macOS chat scroll position are unrelated UI behaviors." + }, + { + "left": "issue:34353", + "right": "issue:64900", + "accept": false, + "reason": "Discord mention gating and remote CDP profile state detection are unrelated." + }, + { + "left": "issue:52484", + "right": "issue:62958", + "accept": false, + "reason": "Subagent handoff timeout JSON and local Ollama hanging are different runtime failures." + }, + { + "left": "issue:53415", + "right": "issue:60970", + "accept": false, + "reason": "Both touch session creation, but one is a persistent queue-owner error after spawn and the other is silent session creation failure; not clearly the same bug." + }, + { + "left": "issue:53376", + "right": "issue:62517", + "accept": false, + "reason": "Feishu send validation and tilde-path edit failure with Telegram side effects are unrelated." + }, + { + "left": "issue:33621", + "right": "issue:35023", + "accept": false, + "reason": "Both involve Anthropic history replay, but one is dangling tool_use after compaction and the other strips thinking blocks in sub-agent replay; likely separate fixes." + }, + { + "left": "issue:34665", + "right": "issue:66507", + "accept": false, + "reason": "Invalid Feishu user_id mapping and cross-channel session sharing are different bugs." + }, + { + "left": "issue:57672", + "right": "issue:68643", + "accept": false, + "reason": "Both involve OpenRouter, but one is tool-call ID validation and the other is a wrong base URL; distinct failure modes." + }, + { + "left": "issue:19598", + "right": "issue:50253", + "accept": false, + "reason": "Slack thread support and IPv6 bind support are unrelated feature requests." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 112, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:29727", + "issue:30316", + "issue:30922", + "issue:31260", + "issue:31595", + "issue:33043", + "issue:33534", + "issue:37040", + "issue:37548", + "issue:49264", + "issue:49784", + "issue:51749", + "issue:51780", + "issue:53376", + "issue:53498", + "issue:53578", + "issue:53610", + "issue:53753", + "issue:53864", + "issue:53955", + "issue:58535", + "issue:58617", + "issue:61103", + "issue:63035", + "issue:63602", + "issue:64292", + "issue:64698", + "issue:64991", + "issue:65165", + "issue:65293", + "issue:65516", + "issue:65565", + "issue:65608", + "issue:65763", + "issue:66254", + "issue:66519", + "issue:66637", + "issue:66907", + "issue:66934", + "issue:66936", + "issue:67188", + "issue:67260", + "issue:67415", + "issue:67610", + "issue:67955", + "issue:68004", + "issue:68522", + "issue:68634" + ], + "soft_pairs": [ + "issue:37040|issue:68522", + "issue:65516|issue:65608", + "issue:49784|issue:61103", + "issue:66637|issue:67415", + "issue:31260|issue:66254", + "issue:31595|issue:64698", + "issue:49264|issue:66936", + "issue:53610|issue:67955", + "issue:58535|issue:65165", + "issue:33043|issue:67188", + "issue:63035|issue:68634", + "issue:53955|issue:68004", + "issue:30316|issue:53498", + "issue:37548|issue:65293", + "issue:51749|issue:58617", + "issue:53376|issue:67610", + "issue:30922|issue:33534", + "issue:65565|issue:67260", + "issue:29727|issue:64292", + "issue:66907|issue:66934", + "issue:53578|issue:64991", + "issue:53753|issue:65763", + "issue:53864|issue:63602", + "issue:51780|issue:66519" + ], + "prepared_review_unit_hash": "661b283c754427257fc26a7894ee353f3d471fb5bb8c1b2416f603570bd5d2d2", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 35277, + "estimated_input_tokens": 8820, + "estimated_eval_tokens": 17896 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "These items are mostly unrelated standalone bugs. The only strong duplicate pair is the sub-agent spawn/allowed:none regression; the rest share broad subsystems or superficial symptoms but not the same concrete failure.", + "confidence": 0.84, + "canonical_issue_reason": "issue:29727 is the broad, clearest report of the sub-agent spawn permission regression ('allowed: none') and is the best anchor for the accepted duplicate pair.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:29727 has the most general and complete description of the same allowed:none/sub-agent spawn bug, making it the best issue representative.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:37040", + "right": "issue:68522", + "accept": false, + "reason": "Different failures: missing visible reply vs provider DNS lookup/authentication error." + }, + { + "left": "issue:65516", + "right": "issue:65608", + "accept": false, + "reason": "Both are build failures, but the causes differ: missing installed script vs hardcoded ADDON_DIR/pnpm version issue." + }, + { + "left": "issue:49784", + "right": "issue:61103", + "accept": false, + "reason": "Both involve uploads, but one is MS Teams CLI file upload and the other is Control UI screenshot/image upload after upgrade." + }, + { + "left": "issue:66637", + "right": "issue:67415", + "accept": false, + "reason": "Different macOS paths and symptoms: remote browser proxy failure vs talk-mode audio dropping on tool calls." + }, + { + "left": "issue:31260", + "right": "issue:66254", + "accept": false, + "reason": "Both are status/config symptoms, but for different integrations and different underlying problems." + }, + { + "left": "issue:31595", + "right": "issue:64698", + "accept": false, + "reason": "Both are Telegram config bugs, but one is persistence after restart and the other is requireMention being ignored." + }, + { + "left": "issue:49264", + "right": "issue:66936", + "accept": false, + "reason": "Both mention SecretRef, but one crashes doctor --non-interactive and the other is a CLI list command hang." + }, + { + "left": "issue:53610", + "right": "issue:67955", + "accept": false, + "reason": "Both are 404s, but they target different routes and different features." + }, + { + "left": "issue:58535", + "right": "issue:65165", + "accept": false, + "reason": "Discord announce field stripping is unrelated to image-capability upload rejection." + }, + { + "left": "issue:33043", + "right": "issue:67188", + "accept": false, + "reason": "Specific Feishu TTS truncation is not the same as a vague tts report." + }, + { + "left": "issue:63035", + "right": "issue:68634", + "accept": false, + "reason": "Different pairing/approval problems: JSON serialization of pending.json vs repeated scope-upgrade/native approval loop." + }, + { + "left": "issue:53955", + "right": "issue:68004", + "accept": false, + "reason": "Memory indexing failure and empty tools array are related only at a high level; the concrete bug differs." + }, + { + "left": "issue:30316", + "right": "issue:53498", + "accept": false, + "reason": "Telegram duplicate delivery is unrelated to Telegram file attachment transfer to a remote host." + }, + { + "left": "issue:37548", + "right": "issue:65293", + "accept": false, + "reason": "Both concern plugin/channel config, but one is a duplicate-id warning and the other is a doctor --fix boot-loop regression." + }, + { + "left": "issue:51749", + "right": "issue:58617", + "accept": false, + "reason": "Both are MS Teams attachment bugs, but the titles indicate different attachment-handling failures and likely different root causes." + }, + { + "left": "issue:53376", + "right": "issue:67610", + "accept": false, + "reason": "Feishu message-send 400 error is unrelated to sandbox backend factory initialization failure." + }, + { + "left": "issue:30922", + "right": "issue:33534", + "accept": false, + "reason": "Version string bug and session displayName bug affect different UI fields with different causes." + }, + { + "left": "issue:65565", + "right": "issue:67260", + "accept": false, + "reason": "Different domains entirely: default-agent config validation vs Telegram session/model fallback behavior." + }, + { + "left": "issue:29727", + "right": "issue:64292", + "accept": true, + "reason": "Both describe the same sessions_spawn permission regression where agentId is rejected as allowed:none despite valid configuration." + }, + { + "left": "issue:66907", + "right": "issue:66934", + "accept": false, + "reason": "Input field flicker during streaming is not the same as an incorrect sender label in webchat." + }, + { + "left": "issue:53578", + "right": "issue:64991", + "accept": false, + "reason": "Both mention Gemini OAuth, but one is performance regression and the other is a communication failure." + }, + { + "left": "issue:53753", + "right": "issue:65763", + "accept": false, + "reason": "Model-picker ID composition is a UI selection bug, not the provider-model authorization/alias issue described here." + }, + { + "left": "issue:53864", + "right": "issue:63602", + "accept": false, + "reason": "One is about existing sessions staying unavailable after a transient startup failure; the other is a specific inputSchema validation error." + }, + { + "left": "issue:51780", + "right": "issue:66519", + "accept": false, + "reason": "Both involve subagent completion events, but one is a stuck running indicator and the other is duplicate delivery from a raw-status fallback." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet and stays conservative: it treats most pairs as non-duplicates unless the concrete failure matches, and the only accepted pair (29727/64292) is clearly supported by the titles. No evidence appears overstated, and there are no PR-pair mergeability concerns here." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 113, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:29809", + "issue:30202", + "issue:30316", + "issue:30962", + "issue:32976", + "issue:33053", + "issue:33124", + "issue:33354", + "issue:34527", + "issue:34537", + "issue:51174", + "issue:51593", + "issue:51794", + "issue:52328", + "issue:53284", + "issue:53591", + "issue:53705", + "issue:53785", + "issue:53946", + "issue:57033", + "issue:61412", + "issue:62470", + "issue:63834", + "issue:64048", + "issue:64274", + "issue:64288", + "issue:64374", + "issue:64814", + "issue:65078", + "issue:65119", + "issue:65309", + "issue:65424", + "issue:65791", + "issue:65950", + "issue:66006", + "issue:66129", + "issue:66381", + "issue:66527", + "issue:66591", + "issue:66674", + "issue:67188", + "issue:67248", + "issue:67469", + "issue:67629", + "issue:67746", + "issue:67869", + "issue:68508", + "issue:68540" + ], + "soft_pairs": [ + "issue:53284|issue:65950", + "issue:29809|issue:33124", + "issue:34527|issue:67188", + "issue:53785|issue:53946", + "issue:61412|issue:65424", + "issue:64288|issue:65119", + "issue:62470|issue:67469", + "issue:51174|issue:67746", + "issue:64048|issue:66591", + "issue:53705|issue:64274", + "issue:65309|issue:67869", + "issue:30962|issue:33053", + "issue:66129|issue:66527", + "issue:30202|issue:68508", + "issue:66006|issue:66381", + "issue:51593|issue:53591", + "issue:30316|issue:68540", + "issue:57033|issue:65078", + "issue:65791|issue:67629", + "issue:33354|issue:63834", + "issue:52328|issue:64814", + "issue:51794|issue:64374", + "issue:66674|issue:67248", + "issue:32976|issue:34537" + ], + "prepared_review_unit_hash": "038b870434781cc3f6692f040a8393f46d5a4c4d393a79e0d6907d9b00adb5df", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 35273, + "estimated_input_tokens": 8819, + "estimated_eval_tokens": 17894 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "The set is mostly heterogeneous. I see two plausible duplicate pairs: the Control UI/WebChat origin-allowedOrigins regression, and the WebChat system-message leak into the visible transcript. Everything else looks like separate bugs or unrelated feature requests.", + "confidence": 0.68, + "canonical_issue_reason": "issue:29809 is the clearest user-facing report in the origin/allowedOrigins pair and has more discussion/activity, so it is the best anchor for that duplicate subgroup.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:29809 is the strongest global issue representative among the accepted duplicate candidates; it describes the concrete failure mode and has the most traction.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:53284", + "right": "issue:65950", + "accept": false, + "reason": "Both involve cron, but one is about transcript persistence and the other about status reporting; different bugs." + }, + { + "left": "issue:29809", + "right": "issue:33124", + "accept": true, + "reason": "Same underlying gateway/controlUi origin-allowlist bug: 33124 describes the missing doctor auto-seed that leads to the origin-not-allowed error." + }, + { + "left": "issue:34527", + "right": "issue:67188", + "accept": false, + "reason": "One is a specific TTS streaming interruption; the other is too vague and does not match the same concrete failure." + }, + { + "left": "issue:53785", + "right": "issue:53946", + "accept": false, + "reason": "Different problems: missing Linux npm binary vs third-party plugin path parsing." + }, + { + "left": "issue:61412", + "right": "issue:65424", + "accept": false, + "reason": "Different MiniMax code paths: TTS provider registration vs image attachment handling." + }, + { + "left": "issue:64288", + "right": "issue:65119", + "accept": false, + "reason": "Telegram polling stall and Ollama model detection are unrelated." + }, + { + "left": "issue:62470", + "right": "issue:67469", + "accept": false, + "reason": "Gemini thinkingConfig empty replies and transcript persistence are separate issues." + }, + { + "left": "issue:51174", + "right": "issue:67746", + "accept": false, + "reason": "Probe output truncation and session cleanup are different WhatsApp-channel bugs." + }, + { + "left": "issue:64048", + "right": "issue:66591", + "accept": false, + "reason": "Different failures: Ollama/qwen startup issue vs lossless-claw ContextEngine id mismatch." + }, + { + "left": "issue:53705", + "right": "issue:64274", + "accept": false, + "reason": "Workspace deletion logic and MiniMax auth-profile resolution are unrelated." + }, + { + "left": "issue:65309", + "right": "issue:67869", + "accept": false, + "reason": "Both affect responsiveness, but the causes differ: Active Memory latency vs Windows plugin discovery blocking the event loop." + }, + { + "left": "issue:30962", + "right": "issue:33053", + "accept": false, + "reason": "Discord newline formatting and QQ cron message filtering are unrelated." + }, + { + "left": "issue:66129", + "right": "issue:66527", + "accept": false, + "reason": "Both mention missing bundled files, but they are different files and different consumers; not the same concrete bug." + }, + { + "left": "issue:30202", + "right": "issue:68508", + "accept": true, + "reason": "Both report system/heartbeat messages leaking into the visible WebChat/Control UI transcript; same underlying visibility bug." + }, + { + "left": "issue:66006", + "right": "issue:66381", + "accept": false, + "reason": "Auto-scroll behavior and temporary message disappearance are different UI bugs." + }, + { + "left": "issue:51593", + "right": "issue:53591", + "accept": false, + "reason": "Different Moonshot/Kimi tool-call failures: duplicated tool-call id vs empty tool-call args." + }, + { + "left": "issue:30316", + "right": "issue:68540", + "accept": false, + "reason": "Telegram duplicate-send behavior and Feishu local-image upload handling are unrelated." + }, + { + "left": "issue:57033", + "right": "issue:65078", + "accept": false, + "reason": "Gemini provider payload mismatch and Telegram transcript visibility are separate bugs." + }, + { + "left": "issue:65791", + "right": "issue:67629", + "accept": false, + "reason": "A secretRef feature request and a cron running-status feature request are not duplicates." + }, + { + "left": "issue:33354", + "right": "issue:63834", + "accept": false, + "reason": "Workspace skill loading and security-audit false warnings are different issues." + }, + { + "left": "issue:52328", + "right": "issue:64814", + "accept": false, + "reason": "Extension enablement failure and pluginConfig null are different configuration bugs." + }, + { + "left": "issue:51794", + "right": "issue:64374", + "accept": false, + "reason": "Discord token secretRef resolution and missing_scope on message read are unrelated." + }, + { + "left": "issue:66674", + "right": "issue:67248", + "accept": false, + "reason": "Different GPT-5.4 failures: rawError mapping vs subagent runtime stream handling." + }, + { + "left": "issue:32976", + "right": "issue:34537", + "accept": false, + "reason": "Both involve response rendering, but one replaces the final reply with tool output while the other hides responses when is missing; not the same concrete bug." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "Grounded and conservative overall. The two accepted soft pairs are well supported by the titles/body context in the packet: 29809/33124 share the same allowedOrigins loopback regression, and 30202/68508 both describe visible transcript leakage of system/heartbeat messages. The remaining verdicts stay appropriately cautious and do not overstate duplicate evidence." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 114, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:28222", + "issue:29670", + "issue:30917", + "issue:32473", + "issue:32533", + "issue:32678", + "issue:32808", + "issue:32947", + "issue:34253", + "issue:34476", + "issue:34631", + "issue:35306", + "issue:35389", + "issue:37388", + "issue:50017", + "issue:50401", + "issue:50966", + "issue:51023", + "issue:51640", + "issue:52271", + "issue:53233", + "issue:53466", + "issue:53610", + "issue:53656", + "issue:53686", + "issue:53724", + "issue:53726", + "issue:53733", + "issue:53766", + "issue:53873", + "issue:57055", + "issue:62672", + "issue:64238", + "issue:64288", + "issue:64523", + "issue:64670", + "issue:65182", + "issue:65794", + "issue:66677", + "issue:67441", + "issue:67488", + "issue:67502", + "issue:67688", + "issue:67798", + "issue:67917", + "issue:68141", + "issue:68147", + "issue:68336" + ], + "soft_pairs": [ + "issue:35389|issue:51640", + "issue:53726|issue:65794", + "issue:64670|issue:68336", + "issue:67441|issue:67488", + "issue:64523|issue:65182", + "issue:67688|issue:67798", + "issue:50017|issue:62672", + "issue:52271|issue:67502", + "issue:30917|issue:64288", + "issue:34631|issue:53610", + "issue:53686|issue:64238", + "issue:28222|issue:34476", + "issue:50401|issue:53873", + "issue:32947|issue:64238", + "issue:29670|issue:32473", + "issue:34476|issue:37388", + "issue:53733|issue:68141", + "issue:50966|issue:51023", + "issue:53466|issue:67917", + "issue:66677|issue:68147", + "issue:35306|issue:57055", + "issue:53724|issue:53766", + "issue:32533|issue:53233", + "issue:32678|issue:34253", + "issue:32808|issue:53656" + ], + "prepared_review_unit_hash": "ec8ae91c223b0dd4b23f0a1b856a9e8b6c9d6fe653f182869eaa0deb1e02a2cd", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 25, + "serialized_chars": 35126, + "estimated_input_tokens": 8782, + "estimated_eval_tokens": 17820 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Most pairs are lookalike but unrelated bug reports across different subsystems. The only strong duplicate signal is the Feishu card-field validation bug, where issue 53656 is the better canonical target over 53724.", + "confidence": 0.88, + "canonical_issue_reason": "issue:53656 is the broader, more detailed report and it already has an explicit duplicate reference from issue:53724, so it should serve as the canonical issue.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:53656 is the best representative issue in this set because it captures the underlying Feishu card-validation problem and is explicitly referenced by the duplicate report.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:35389", + "right": "issue:51640", + "accept": false, + "reason": "Both mention ACP/permissionMode, but one is silent session failure and the other is CLI forwarding; different failure points and not clearly the same bug." + }, + { + "left": "issue:53726", + "right": "issue:65794", + "accept": false, + "reason": "One is a generic antivirus/Trojan joke-like issue; the other is a web chat tool-call truncation bug. No shared code-path." + }, + { + "left": "issue:64670", + "right": "issue:68336", + "accept": false, + "reason": "Both mention /btw, but one is a command 400/ESC handling issue and the other is an Ollama Cloud 404. Different endpoints and symptoms." + }, + { + "left": "issue:67441", + "right": "issue:67488", + "accept": false, + "reason": "Both are cron-related, but one is status reporting and the other is serialization of edit arguments. Different bugs." + }, + { + "left": "issue:64523", + "right": "issue:65182", + "accept": false, + "reason": "Both affect Control UI rendering, but one reinjects assistant output as user input while the other fails to strip tags. Separate issues." + }, + { + "left": "issue:67688", + "right": "issue:67798", + "accept": false, + "reason": "Both involve openai-codex and Cloudflare/backend failures, but one is a macOS challenge-page fetch issue and the other is a VPS OAuth rejection. Not clearly mergeable." + }, + { + "left": "issue:50017", + "right": "issue:62672", + "accept": false, + "reason": "Both are model fallback problems, but one is invalid model ID causing HTTP 400 and the other is 429 propagation. Different trigger and code path." + }, + { + "left": "issue:52271", + "right": "issue:67502", + "accept": false, + "reason": "Nested lane deadlock/regression is different from assistant response loss and delivery context corruption; not the same underlying bug." + }, + { + "left": "issue:30917", + "right": "issue:64288", + "accept": false, + "reason": "Telegram vs. generic 2026.2.25 model-specific failure; unrelated artifacts." + }, + { + "left": "issue:34631", + "right": "issue:53610", + "accept": false, + "reason": "Both are 404s, but one is LINE webhook routing and the other is avatar serving. Different routes and root causes." + }, + { + "left": "issue:53686", + "right": "issue:64238", + "accept": false, + "reason": "Telegram outbound API failure and model-regression unknown-model error are unrelated." + }, + { + "left": "issue:28222", + "right": "issue:34476", + "accept": false, + "reason": "Diagnostics-otel plugin failure and API address changes are different subsystems and symptoms." + }, + { + "left": "issue:50401", + "right": "issue:53873", + "accept": false, + "reason": "DeepSeek tool-call request rejection and a CVE request are unrelated." + }, + { + "left": "issue:32947", + "right": "issue:64238", + "accept": false, + "reason": "web_fetch network failure and unknown-model regression are different bugs." + }, + { + "left": "issue:29670", + "right": "issue:32473", + "accept": false, + "reason": "Control UI pairing/authentication and device-identity secure-context requirement overlap only loosely; not enough to say same bug." + }, + { + "left": "issue:34476", + "right": "issue:37388", + "accept": false, + "reason": "API address change not taking effect and log rotation on date change are unrelated." + }, + { + "left": "issue:53733", + "right": "issue:68141", + "accept": false, + "reason": "Intel Mac app feature request and websocket file-access feature request are separate features." + }, + { + "left": "issue:50966", + "right": "issue:51023", + "accept": false, + "reason": "OpenClaw provider switching bug and a generic UI/interface issue are not the same concrete change." + }, + { + "left": "issue:53466", + "right": "issue:67917", + "accept": false, + "reason": "Expired credential overwrite and TLS precheck/runtime fetch failures are different OAuth failure modes." + }, + { + "left": "issue:66677", + "right": "issue:68147", + "accept": false, + "reason": "QuickStart channel selection and multi-model selection problems are different UI flows." + }, + { + "left": "issue:35306", + "right": "issue:57055", + "accept": false, + "reason": "screen_record/system.which failure and sandbox browser SSRF policy handling are unrelated." + }, + { + "left": "issue:53724", + "right": "issue:53766", + "accept": false, + "reason": "Both are Feishu message-tool validation bugs, but one incorrectly requires card properties and the other incorrectly requires buttons for react actions; distinct schema rules." + }, + { + "left": "issue:32533", + "right": "issue:53233", + "accept": false, + "reason": "Overload-error fallback escalation and rate-limit cooldown propagation are both fallback-related, but the failure conditions and behavior differ." + }, + { + "left": "issue:32678", + "right": "issue:34253", + "accept": false, + "reason": "Feishu binding routing to main agent and peer.match routing failure are similar themes but not the same concrete routing bug." + }, + { + "left": "issue:32808", + "right": "issue:53656", + "accept": false, + "reason": "WSL2 channel creation failure and Feishu card validation are unrelated." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 115, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:31412", + "issue:33048", + "issue:33875", + "issue:34395", + "issue:35078", + "issue:35306", + "issue:35763", + "issue:35861", + "issue:36134", + "issue:36182", + "issue:36882", + "issue:36987", + "issue:37494", + "issue:43637", + "issue:45096", + "issue:51640", + "issue:51656", + "issue:51810", + "issue:52511", + "issue:52719", + "issue:53169", + "issue:53943", + "issue:56854", + "issue:57033", + "issue:57256", + "issue:59205", + "issue:62748", + "issue:62749", + "issue:64009", + "issue:64529", + "issue:65086", + "issue:65165", + "issue:65184", + "issue:65201", + "issue:65408", + "issue:65662", + "issue:65971", + "issue:66154", + "issue:66242", + "issue:66773", + "issue:66908", + "issue:67088", + "issue:67469", + "issue:67485", + "issue:67576", + "issue:67799", + "issue:67986", + "issue:68056" + ], + "soft_pairs": [ + "issue:45096|issue:65165", + "issue:53169|issue:65184", + "issue:65408|issue:66773", + "issue:36134|issue:67576", + "issue:64529|issue:68056", + "issue:35763|issue:67799", + "issue:36882|issue:66154", + "issue:66908|issue:67485", + "issue:34395|issue:53943", + "issue:31412|issue:52511", + "issue:35306|issue:66242", + "issue:52719|issue:62748", + "issue:52719|issue:62749", + "issue:57256|issue:67088", + "issue:51810|issue:65201", + "issue:57033|issue:67469", + "issue:65971|issue:67986", + "issue:56854|issue:64009", + "issue:33048|issue:35078", + "issue:33875|issue:36987", + "issue:35861|issue:51640", + "issue:36134|issue:65086", + "issue:36182|issue:59205", + "issue:37494|issue:43637", + "issue:51656|issue:65662" + ], + "prepared_review_unit_hash": "906104ce9d93553492cab051863c9fbf06b1bac9834dee74d60f7a86a040621b", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 25, + "serialized_chars": 35619, + "estimated_input_tokens": 8905, + "estimated_eval_tokens": 18066 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This set is mostly a grab bag of unrelated bugs across different subsystems; the soft pairs only share broad topical overlap, not the same underlying defect. The only near-duplicate-looking family is the exact duplicate install crash report (62748/62749).", + "confidence": 0.96, + "canonical_issue_reason": "issue:62748 is the best canonical for the only true duplicate family here: issue:62749 has the same title/body and reports the same global-install staging crash.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:62748 is the clearest representative issue in this set because it anchors the only exact duplicate pair; the rest of the items are distinct bugs with different code paths and symptoms.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:45096", + "right": "issue:65165", + "accept": false, + "reason": "Different bugs: diagnostics-otel missing LLM traces/spans to Langfuse vs image upload routing failing because the model lacks vision support / input config mismatch." + }, + { + "left": "issue:53169", + "right": "issue:65184", + "accept": false, + "reason": "Both involve install/upgrade, but one is a dashboard upgrade service migration issue and the other is a gateway install unit-file problem on migrated root/systemd --user installs." + }, + { + "left": "issue:65408", + "right": "issue:66773", + "accept": false, + "reason": "Token-rotation/session retry behavior vs plaintext token leakage in an RPC response are different defects in different gateway paths." + }, + { + "left": "issue:36134", + "right": "issue:67576", + "accept": false, + "reason": "Both are model-routing related, but one is sessions_spawn falling back to Anthropic on Gemini tasks while the other ignores OpenRouter and falls back to openai-codex during infer runs." + }, + { + "left": "issue:64529", + "right": "issue:68056", + "accept": false, + "reason": "TTS reply-media path allowlist blocking audio is unrelated to WhatsApp media replies being sent twice." + }, + { + "left": "issue:35763", + "right": "issue:67799", + "accept": false, + "reason": "Both mention pairing/scopes, but one is loopback auto-approval behavior and the other is sessions_spawn closing with pairing-required/operator.admin upgrade failure." + }, + { + "left": "issue:36882", + "right": "issue:66154", + "accept": false, + "reason": "Heartbeat text leaking into webchat vs heartbeat messages visible in all sessions are similar surface symptoms, but they are not the same underlying bug." + }, + { + "left": "issue:66908", + "right": "issue:67485", + "accept": false, + "reason": "Broken npm link after Control UI update is a different issue from losing the bin symlink in an nvm environment." + }, + { + "left": "issue:34395", + "right": "issue:53943", + "accept": false, + "reason": "Both are Slack message-tool bugs, but one is missing threadId in readSlackMessages and the other is inability to fetch thread replies by messageId." + }, + { + "left": "issue:31412", + "right": "issue:52511", + "accept": false, + "reason": "Cron Jobs UI oddness and control-session browser permission drops are unrelated UI/session bugs." + }, + { + "left": "issue:35306", + "right": "issue:66242", + "accept": false, + "reason": "screen_record/system.which failure is not the same as browser tool SSRF blocking on Android/Termux." + }, + { + "left": "issue:52719", + "right": "issue:62748", + "accept": false, + "reason": "Bundled extension dependency staging problems are related to packaging, but not the same as the npm -g install crash from missing stageRuntimeDependencies staging." + }, + { + "left": "issue:52719", + "right": "issue:62749", + "accept": false, + "reason": "Same as above: build-time missing bundled deps vs global install staging failure are different code paths." + }, + { + "left": "issue:57256", + "right": "issue:67088", + "accept": false, + "reason": "Status falsely reporting memory unavailable and macOS GUI detection failing on SSH_* env vars are separate detection/reporting bugs." + }, + { + "left": "issue:51810", + "right": "issue:65201", + "accept": false, + "reason": "File-based SecretRef handling in doctor/update is different from a false-positive warning on a Gateway auth token stored in secrets." + }, + { + "left": "issue:57033", + "right": "issue:67469", + "accept": false, + "reason": "OpenAI-specific request field leakage into Google provider calls is unrelated to replies not being persisted to transcripts/WebUI history." + }, + { + "left": "issue:65971", + "right": "issue:67986", + "accept": false, + "reason": "Both are macOS gateway stalls, but the triggers, recovery path, and symptom profiles differ enough that they do not look like one concrete bug." + }, + { + "left": "issue:56854", + "right": "issue:64009", + "accept": false, + "reason": "Both involve restarts, but one is a gateway crash on stale-socket restart and the other is Slack socket-mode staleness with repeated restarts." + }, + { + "left": "issue:33048", + "right": "issue:35078", + "accept": false, + "reason": "Both mention sqlite/native bindings, but mem0 sqlite bindings being broken is not the same as node_sqlite3 failing to load under Jiti." + }, + { + "left": "issue:33875", + "right": "issue:36987", + "accept": false, + "reason": "Feishu replies=0 silent send failure and incorrect deliveryContext.to formatting are related, but they are not clearly the same underlying bug." + }, + { + "left": "issue:35861", + "right": "issue:51640", + "accept": false, + "reason": "ACP_TURN_FAILED exit code 5 and missing permissionMode forwarding to acpx CLI are different sessions_spawn problems." + }, + { + "left": "issue:36182", + "right": "issue:59205", + "accept": false, + "reason": "Both are 401s, but Perplexity/OpenRouter API auth and Ollama Cloud authentication are unrelated providers and failure modes." + }, + { + "left": "issue:37494", + "right": "issue:43637", + "accept": false, + "reason": "mac install SHARP_IGNOR_GLOBAL_LIBVIPS handling is unrelated to launchd service unload behavior on gateway stop." + }, + { + "left": "issue:51656", + "right": "issue:65662", + "accept": false, + "reason": "Image-tool vision fallback and ElevenLabs audio playback fallback are different tool-routing failures in different subsystems." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 116, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:28222", + "issue:32947", + "issue:41342", + "issue:50161", + "issue:50253", + "issue:50971", + "issue:51810", + "issue:52484", + "issue:52934", + "issue:53162", + "issue:53517", + "issue:53547", + "issue:53925", + "issue:57661", + "issue:59702", + "issue:62819", + "issue:63144", + "issue:63686", + "issue:64293", + "issue:64583", + "issue:64850", + "issue:64900", + "issue:64976", + "issue:64982", + "issue:65129", + "issue:65682", + "issue:65860", + "issue:66299", + "issue:66353", + "issue:66487", + "issue:66799", + "issue:66866", + "issue:66872", + "issue:67030", + "issue:67051", + "issue:67084", + "issue:67131", + "issue:67188", + "issue:67646", + "issue:67817", + "issue:68073", + "issue:68120", + "issue:68192", + "issue:68314", + "issue:68436", + "issue:68530", + "issue:68661" + ], + "soft_pairs": [ + "issue:57661|issue:67084", + "issue:59702|issue:64583", + "issue:62819|issue:65129", + "issue:50161|issue:51810", + "issue:63144|issue:68192", + "issue:53517|issue:68073", + "issue:64900|issue:66872", + "issue:65682|issue:66353", + "issue:68073|issue:68314", + "issue:63686|issue:66299", + "issue:64293|issue:68530", + "issue:67646|issue:68436", + "issue:32947|issue:53925", + "issue:52484|issue:68120", + "issue:64982|issue:68661", + "issue:41342|issue:67188", + "issue:53547|issue:66799", + "issue:66866|issue:67817", + "issue:64850|issue:67131", + "issue:65860|issue:67051", + "issue:53162|issue:64976", + "issue:50253|issue:50971", + "issue:28222|issue:52934", + "issue:66487|issue:67030" + ], + "prepared_review_unit_hash": "e0d0e2ded4bbb8964073aff04f507f39274aad2b91c915aae0616123559e74cf", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 24, + "serialized_chars": 34473, + "estimated_input_tokens": 8619, + "estimated_eval_tokens": 17494 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This cluster is mostly a set of false-positive similarity matches across unrelated bugs. I\u2019d only merge the pairs around web_fetch RFC2544 SSRF handling, browser CDP detection, ACP thread-bound session resolution, and OpenRouter incomplete/empty turn output.", + "confidence": 0.84, + "canonical_issue_reason": "No single issue is a clear canonical for the whole set: the items split into several unrelated bug families, so a global duplicate target would be misleading.", + "canonical_pr_reason": "No pull requests are present in this cluster.", + "best_issue_reason": "No single issue is globally best across the cluster for the same reason; the accepted duplicates belong to separate subtopics, not one shared underlying bug.", + "best_pr_reason": "No pull requests are present in this cluster.", + "soft_edge_verdicts": [ + { + "left": "issue:57661", + "right": "issue:67084", + "accept": false, + "reason": "Both mention timeouts, but one is agent-to-agent session_send timeout and the other is heartbeat spam under Codex/Active Memory; different failure modes." + }, + { + "left": "issue:59702", + "right": "issue:64583", + "accept": false, + "reason": "They share 'pairing required' wording, but one is sessions_spawn/internal RPC on Windows Server 2025 and the other is cross-agent sessions_send after gateway restart; not enough evidence of the same code path." + }, + { + "left": "issue:62819", + "right": "issue:65129", + "accept": false, + "reason": "Both are cron-related, but one is QQ announce delivery failing due to isolated session send limits and the other is model override being ignored during execution." + }, + { + "left": "issue:50161", + "right": "issue:51810", + "accept": false, + "reason": "Both involve doctor and SecretRefs, but the concrete failures differ: exec SecretRefs with a resolved snapshot vs file-based Telegram bot token SecretRef handling." + }, + { + "left": "issue:63144", + "right": "issue:68192", + "accept": true, + "reason": "Same underlying web_fetch SSRF policy issue around RFC2544 / 198.18.0.0/15; the feature request and bug report point to the same allow/deny behavior." + }, + { + "left": "issue:53517", + "right": "issue:68073", + "accept": false, + "reason": "Both are plugin install/update complaints, but one is missing peer dependency on install and the other is a broken upgrade path for existing npm plugins." + }, + { + "left": "issue:64900", + "right": "issue:66872", + "accept": false, + "reason": "Unrelated subsystems: remote CDP running-state detection vs models status reporting missing Codex providers." + }, + { + "left": "issue:65682", + "right": "issue:66353", + "accept": true, + "reason": "Same browser CDP detection failure path; 65682 identifies resolveBrowserSsrFPolicy returning {} instead of undefined, which matches 66353's healthy endpoint but failed detection." + }, + { + "left": "issue:68073", + "right": "issue:68314", + "accept": false, + "reason": "One is plugin install/update UX for npm plugins, the other is a false broken-lockfile error from pnpm --no-optional; different package-manager bugs." + }, + { + "left": "issue:63686", + "right": "issue:66299", + "accept": true, + "reason": "These describe the same ACP thread-bound session resolution bug: 66299 explains the token-resolution short-circuit that would surface as thread_binding_invalid in 63686." + }, + { + "left": "issue:64293", + "right": "issue:68530", + "accept": false, + "reason": "Both mention heartbeat-driven token usage, but one is heartbeat running despite heartbeat:{} config and the other is dreaming-narrative sessions spawning on every heartbeat; different behaviors." + }, + { + "left": "issue:67646", + "right": "issue:68436", + "accept": true, + "reason": "Same OpenRouter incomplete-turn problem: both report empty/silent or payload=0 responses through harnessed paths while direct API calls succeed." + }, + { + "left": "issue:32947", + "right": "issue:53925", + "accept": false, + "reason": "Different failures: web_fetch always fails on a normal URL, versus /btw failing only on a specific model while normal chat works." + }, + { + "left": "issue:52484", + "right": "issue:68120", + "accept": false, + "reason": "One is raw exec-timeout JSON leaking after subagent handoff timeout; the other is OpenRouter chat completions returning empty assistant messages. Similar symptom, different bug." + }, + { + "left": "issue:64982", + "right": "issue:68661", + "accept": false, + "reason": "Both involve allowlist/approval behavior, but one is a doctor advisory message and the other is heredoc triggering approval prompts; not the same bug." + }, + { + "left": "issue:41342", + "right": "issue:67188", + "accept": false, + "reason": "67188 is too vague to tie to the specific TTS truncation problem in 41342, and there is no concrete shared code-path evidence." + }, + { + "left": "issue:53547", + "right": "issue:66799", + "accept": false, + "reason": "Bootstrap file loading from workspace and arbitrary workspace file reads are different issues, even if both touch workspace file access." + }, + { + "left": "issue:66866", + "right": "issue:67817", + "accept": false, + "reason": "Discord Gateway RESUME spam and missing DISCORD_BOT_TOKEN in the service file are unrelated setup/runtime problems." + }, + { + "left": "issue:64850", + "right": "issue:67131", + "accept": false, + "reason": "Different model/runtime failures: ACP runtime backend unavailable vs persisted chatgpt baseUrl causing penai-codex failure." + }, + { + "left": "issue:65860", + "right": "issue:67051", + "accept": false, + "reason": "A broken docs anchor in an error message is unrelated to WebUI config validation when disabling a skill." + }, + { + "left": "issue:53162", + "right": "issue:64976", + "accept": false, + "reason": "Both are cron delivery bugs, but one is WhatsApp listener/session availability and the other is NO_REPLY handling when prepending text." + }, + { + "left": "issue:50253", + "right": "issue:50971", + "accept": false, + "reason": "IPv6 bind-lan support and opening custom cloud security-group ports are different networking feature requests." + }, + { + "left": "issue:28222", + "right": "issue:52934", + "accept": false, + "reason": "Built-in diagnostics-otel plugin failure and plugin-change malicious-intent concerns are unrelated." + }, + { + "left": "issue:66487", + "right": "issue:67030", + "accept": false, + "reason": "Both mention heartbeat, but one drops completion payloads in exec-event prompts and the other changes isolated-session relay behavior/persona; different bugs." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The review is conservative and grounded in the packet. The four accepted pairs each share a plausible underlying bug family from the titles/bodies, and the rejected pairs are correctly kept separate without overstating evidence. The cluster-level summary also stays appropriately cautious about the items being split across unrelated subtopics." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 117, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:30908", + "issue:32637", + "issue:32712", + "issue:32889", + "issue:33307", + "issue:34537", + "issue:35249", + "issue:35763", + "issue:36987", + "issue:39690", + "issue:49705", + "issue:50401", + "issue:51481", + "issue:51658", + "issue:51869", + "issue:52282", + "issue:52729", + "issue:53927", + "issue:59702", + "issue:62272", + "issue:62672", + "issue:62819", + "issue:63704", + "issue:64252", + "issue:64288", + "issue:64351", + "issue:65125", + "issue:65494", + "issue:65810", + "issue:65834", + "issue:65908", + "issue:65913", + "issue:66470", + "issue:66523", + "issue:67019", + "issue:67113", + "issue:67130", + "issue:67247", + "issue:67250", + "issue:67358", + "issue:67483", + "issue:67517", + "issue:67574", + "issue:67930", + "issue:67931", + "issue:67936", + "issue:67986" + ], + "soft_pairs": [ + "issue:65908|issue:65913", + "issue:35763|issue:59702", + "issue:62819|issue:65494", + "issue:34537|issue:67019", + "issue:67130|issue:67483", + "issue:64351|issue:67113", + "issue:67247|issue:67250", + "issue:32889|issue:67358", + "issue:64252|issue:65834", + "issue:30908|issue:64288", + "issue:32712|issue:63704", + "issue:50401|issue:67574", + "issue:32637|issue:51481", + "issue:52282|issue:66523", + "issue:66470|issue:67517", + "issue:35249|issue:62272", + "issue:49705|issue:65125", + "issue:51658|issue:67930", + "issue:51658|issue:67931", + "issue:62672|issue:65810", + "issue:67936|issue:67986", + "issue:52729|issue:53927", + "issue:39690|issue:51869", + "issue:33307|issue:36987" + ], + "prepared_review_unit_hash": "d1e9e3fe90fe550bdaa00e91156b7a8bea6d8822e6f9255d8e76478b5258143c", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 24, + "serialized_chars": 34385, + "estimated_input_tokens": 8597, + "estimated_eval_tokens": 17450 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "One soft duplicate pair looks valid: the custom-provider vision/multimodal bug and the onboard-custom text-only input bug are the same underlying issue. The remaining pairs are mostly broad-theme matches but differ in trigger, subsystem, or concrete failure mode, so I would keep them separate.", + "confidence": 0.91, + "canonical_issue_reason": "issue:51869 is the stronger canonical issue: it identifies the root cause (`onboard-custom` hardcoding `input: [\"text\"]` for non-Azure custom providers), which explains the multimodal failure reported in issue:39690.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:51869 best represents the underlying bug and widest scope across custom providers; issue:39690 is a narrower symptom on Ollama Cloud.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:65908", + "right": "issue:65913", + "accept": false, + "reason": "Related memory/QMD symptoms, but different triggers and failure modes; not enough evidence of the same bug." + }, + { + "left": "issue:35763", + "right": "issue:59702", + "accept": false, + "reason": "Both mention pairing required, but one is loopback auto-approval/docs and the other is Windows Server session/RPC failure; different underlying issues." + }, + { + "left": "issue:62819", + "right": "issue:65494", + "accept": false, + "reason": "Different channels and different code paths; no sign they are the same defect." + }, + { + "left": "issue:34537", + "right": "issue:67019", + "accept": false, + "reason": "One is a UI final-tag parsing issue, the other is garbled model output; separate problems." + }, + { + "left": "issue:67130", + "right": "issue:67483", + "accept": false, + "reason": "Both involve onboarding metadata, but the concrete missing fields and failure points differ; likely related, not the same bug." + }, + { + "left": "issue:64351", + "right": "issue:67113", + "accept": false, + "reason": "Different QMD problems: sidecar auto-start vs ARM embed timeout loop." + }, + { + "left": "issue:67247", + "right": "issue:67250", + "accept": false, + "reason": "Both are 4.14 regressions, but they affect different UIs and different behaviors." + }, + { + "left": "issue:32889", + "right": "issue:67358", + "accept": false, + "reason": "Unrelated bugs: documentation generation EISDIR versus Telegram onboarding trim error." + }, + { + "left": "issue:64252", + "right": "issue:65834", + "accept": false, + "reason": "Different service layers and symptoms; not the same underlying outage." + }, + { + "left": "issue:30908", + "right": "issue:64288", + "accept": false, + "reason": "Config duplicate-plugin warning and Telegram polling stall are unrelated." + }, + { + "left": "issue:32712", + "right": "issue:63704", + "accept": false, + "reason": "Different features and failures; no common code-path bug." + }, + { + "left": "issue:50401", + "right": "issue:67574", + "accept": false, + "reason": "Different providers and error classes; not a duplicate." + }, + { + "left": "issue:32637", + "right": "issue:51481", + "accept": false, + "reason": "Both concern agent/session ergonomics, but one is cwd separation and the other is TUI binding; different change requests." + }, + { + "left": "issue:52282", + "right": "issue:66523", + "accept": false, + "reason": "Both are Windows issues, but one is build-command quoting and the other is a state-dir env var regression." + }, + { + "left": "issue:66470", + "right": "issue:67517", + "accept": false, + "reason": "Both involve TUI turn completion, but one is stuck pondering and the other is error misclassification from Cloudflare HTML; different root causes." + }, + { + "left": "issue:35249", + "right": "issue:62272", + "accept": false, + "reason": "Browser enablement failure and missing module update failure are unrelated." + }, + { + "left": "issue:49705", + "right": "issue:65125", + "accept": false, + "reason": "Both are browser attach failures, but on different platforms/modes with different symptoms; not clearly the same bug." + }, + { + "left": "issue:51658", + "right": "issue:67930", + "accept": false, + "reason": "API-baseUrl feature request and llama.cpp support request are separate feature asks." + }, + { + "left": "issue:51658", + "right": "issue:67931", + "accept": false, + "reason": "API-baseUrl feature request and llama.cpp support request are separate feature asks." + }, + { + "left": "issue:62672", + "right": "issue:65810", + "accept": false, + "reason": "Both are fallback-related, but one is 429 propagation and the other is connection-error fallback behavior; different bugs." + }, + { + "left": "issue:67936", + "right": "issue:67986", + "accept": false, + "reason": "Both are post-update gateway issues, but the affected paths and failure modes differ." + }, + { + "left": "issue:52729", + "right": "issue:53927", + "accept": false, + "reason": "Both mention 404s on webhooks, but they target different integrations and likely different route/config regressions." + }, + { + "left": "issue:39690", + "right": "issue:51869", + "accept": true, + "reason": "Same underlying bug: custom-provider onboarding hardcodes text-only input, which disables vision/multimodal messages." + }, + { + "left": "issue:33307", + "right": "issue:36987", + "accept": false, + "reason": "Different Feishu bugs in different flows: DM auto-reply routing versus reply deliveryContext formatting." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The analysis is grounded in the packet: issue:51869 is a plausible canonical/root-cause issue for issue:39690, and the other pair verdicts stay conservative given only titles and metadata. I don\u2019t see evidence of overstatement, and the summary does not claim stronger duplication than the packet supports." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 118, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:31043", + "issue:31246", + "issue:31260", + "issue:31275", + "issue:32189", + "issue:32682", + "issue:32712", + "issue:32753", + "issue:32889", + "issue:32933", + "issue:33043", + "issue:33048", + "issue:34610", + "issue:36377", + "issue:51558", + "issue:51658", + "issue:51810", + "issue:53233", + "issue:53386", + "issue:53566", + "issue:53591", + "issue:53640", + "issue:53656", + "issue:59162", + "issue:62995", + "issue:63429", + "issue:64074", + "issue:64238", + "issue:64374", + "issue:65075", + "issue:65182", + "issue:65210", + "issue:65315", + "issue:65316", + "issue:65510", + "issue:66074", + "issue:66094", + "issue:66607", + "issue:66624", + "issue:67406", + "issue:67598", + "issue:67667", + "issue:67917", + "issue:68026", + "issue:68264", + "issue:68326", + "issue:68376", + "issue:68513" + ], + "soft_pairs": [ + "issue:51810|issue:65510", + "issue:53233|issue:53566", + "issue:65182|issue:65315", + "issue:65075|issue:67598", + "issue:66074|issue:68264", + "issue:32189|issue:51558", + "issue:51658|issue:64074", + "issue:53640|issue:67917", + "issue:63429|issue:64238", + "issue:65210|issue:67667", + "issue:62995|issue:68326", + "issue:31275|issue:53656", + "issue:32889|issue:66624", + "issue:32933|issue:68376", + "issue:33048|issue:36377", + "issue:32712|issue:53386", + "issue:33043|issue:53656", + "issue:65316|issue:66607", + "issue:31260|issue:64374", + "issue:32682|issue:34610", + "issue:67406|issue:68513", + "issue:31043|issue:59162", + "issue:31246|issue:32753", + "issue:32889|issue:68026", + "issue:53591|issue:66094" + ], + "prepared_review_unit_hash": "e5629b3cf0ff36d91caef6eac43f57241c356aa09e26b9c383ebefc3124370cb", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 25, + "serialized_chars": 35938, + "estimated_input_tokens": 8985, + "estimated_eval_tokens": 18226 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Most pairings are loose topic matches, not true duplicates. The strongest duplicate clusters are the approval-id bug and the mem0 sqlite/sqlite3 regression; the rest are distinct issues in the same broad product areas.", + "confidence": 0.83, + "canonical_issue_reason": "issue:59162 is the best umbrella report for the approval-id failure: it describes the generic \"unknown or expired approval id\" behavior after approval creation, which subsumes the Signal-specific 8-char UUID mismatch in issue:31043.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:59162 is the most suitable global issue to keep: it is broader, clearer about the failure mode, and more reusable as the canonical tracker for the approval-id regression.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:51810", + "right": "issue:65510", + "accept": false, + "reason": "Both involve SecretRef/token resolution, but they hit different integrations (Telegram bot token vs Firecrawl webFetch.apiKey) and do not look like the same underlying bug." + }, + { + "left": "issue:53233", + "right": "issue:53566", + "accept": false, + "reason": "One is Anthropic cooldown leaking to a fallback provider; the other is Google Vertex rejecting a model name. Different failure modes and code paths." + }, + { + "left": "issue:65182", + "right": "issue:65315", + "accept": false, + "reason": "Both are output/display bugs, but one is stripping tags in Control UI and the other is runtime messages leaking into webchat; not the same issue." + }, + { + "left": "issue:65075", + "right": "issue:67598", + "accept": false, + "reason": "Both mention cron isolated sessions, but one is workspace selection and the other is model override selection; similar subsystem, not clearly one bug." + }, + { + "left": "issue:66074", + "right": "issue:68264", + "accept": false, + "reason": "Browser SSRF policy errors and canvas/browser visualization rendering problems are unrelated." + }, + { + "left": "issue:32189", + "right": "issue:51558", + "accept": false, + "reason": "Wrong model reporting in Discord is unrelated to WhatsApp listener/message-handler access." + }, + { + "left": "issue:51658", + "right": "issue:64074", + "accept": false, + "reason": "A custom Brave Search base URL feature request is unrelated to adding a custom model provider." + }, + { + "left": "issue:53640", + "right": "issue:67917", + "accept": false, + "reason": "These are different auth/connectivity failures (Gemini API key vs TLS/OAuth precheck), not the same bug." + }, + { + "left": "issue:63429", + "right": "issue:64238", + "accept": false, + "reason": "Unknown embedding provider vs unknown model regression are separate provider/model resolution problems." + }, + { + "left": "issue:65210", + "right": "issue:67667", + "accept": false, + "reason": "Both touch token accounting, but 65210 also includes usage-page N/A and auto-compression failure; this is broader and not the same concrete bug as totalTokens not saved." + }, + { + "left": "issue:62995", + "right": "issue:68326", + "accept": false, + "reason": "Bedrock auth/API-key lookup and sub-agent provider defaulting are different provider-selection problems." + }, + { + "left": "issue:31275", + "right": "issue:53656", + "accept": false, + "reason": "Session-memory hook behavior in Feishu is unrelated to Feishu card fields being mis-marked required." + }, + { + "left": "issue:32889", + "right": "issue:66624", + "accept": false, + "reason": "EISDIR during documentation generation is unrelated to a trim() TypeError during channel selection." + }, + { + "left": "issue:32933", + "right": "issue:68376", + "accept": false, + "reason": "Exec-tool timeout/result loss and auto-restart behavior in chat are different symptoms and do not appear to be the same bug." + }, + { + "left": "issue:33048", + "right": "issue:36377", + "accept": true, + "reason": "Both describe the same mem0 sqlite/sqlite3 binding regression, with one being the broader OSS plugin impact and the other the same broken binding in a specific OpenClaw release line." + }, + { + "left": "issue:32712", + "right": "issue:53386", + "accept": false, + "reason": "Feishu quoted-card content retrieval and WhatsApp fromMe echo filtering are unrelated messaging bugs." + }, + { + "left": "issue:33043", + "right": "issue:53656", + "accept": false, + "reason": "Feishu TTS truncation and Feishu card-required validation are different features with different failure modes." + }, + { + "left": "issue:65316", + "right": "issue:66607", + "accept": false, + "reason": "Sandbox file-tool exposure is unrelated to the Control UI thinking dropdown default display." + }, + { + "left": "issue:31260", + "right": "issue:64374", + "accept": false, + "reason": "A bot appearing offline is not the same as message(action=read) returning missing_scope." + }, + { + "left": "issue:32682", + "right": "issue:34610", + "accept": false, + "reason": "One is a plugin HTTP 405 caused by handler ordering; the other is a gateway restart/version/restart-notification issue. Different code paths." + }, + { + "left": "issue:67406", + "right": "issue:68513", + "accept": false, + "reason": "Ollama cloud vision recognition and image fallback behavior are separate image-tool issues." + }, + { + "left": "issue:31043", + "right": "issue:59162", + "accept": true, + "reason": "Both report the same approval-id resolution bug: an approval is created, but later lookup/confirmation fails with an unknown approval id; 59162 is the broader cross-channel report." + }, + { + "left": "issue:31246", + "right": "issue:32753", + "accept": false, + "reason": "Discord slash-command interaction resolution and /acp inline-arg handling are different slash-command behaviors." + }, + { + "left": "issue:32889", + "right": "issue:68026", + "accept": false, + "reason": "Directory-read EISDIR errors and tool-parameter validation loops are distinct failures." + }, + { + "left": "issue:53591", + "right": "issue:66094", + "accept": false, + "reason": "Missing moonshot-thinking payload compatibility and external ModelRegistry latency/timeouts are unrelated." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary stays within the packet: the approval-id pairing is a grounded duplicate, the mem0 sqlite pair is a plausible duplicate, and the rest of the soft-edge calls are conservative rejections based on clearly different titles/failure modes. No overstatement stands out." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 119, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:31625", + "issue:32947", + "issue:32976", + "issue:33621", + "issue:34377", + "issue:34378", + "issue:34582", + "issue:35397", + "issue:41978", + "issue:51144", + "issue:51174", + "issue:53384", + "issue:53686", + "issue:53785", + "issue:55807", + "issue:57386", + "issue:62748", + "issue:62749", + "issue:62880", + "issue:62903", + "issue:62978", + "issue:63396", + "issue:63707", + "issue:63896", + "issue:63979", + "issue:64105", + "issue:64262", + "issue:64583", + "issue:64852", + "issue:65379", + "issue:65468", + "issue:65662", + "issue:65682", + "issue:65687", + "issue:65867", + "issue:66390", + "issue:66500", + "issue:66533", + "issue:67092", + "issue:67135", + "issue:67151", + "issue:67696", + "issue:67799", + "issue:67834", + "issue:68028", + "issue:68033", + "issue:68165", + "issue:68661" + ], + "soft_pairs": [ + "issue:55807|issue:67151", + "issue:67834|issue:68033", + "issue:63707|issue:68661", + "issue:62903|issue:62978", + "issue:63979|issue:66533", + "issue:63396|issue:64105", + "issue:34377|issue:34378", + "issue:35397|issue:62880", + "issue:41978|issue:66390", + "issue:64583|issue:67799", + "issue:66533|issue:67135", + "issue:68028|issue:68165", + "issue:32947|issue:51144", + "issue:34582|issue:51174", + "issue:31625|issue:33621", + "issue:53785|issue:62748", + "issue:53785|issue:62749", + "issue:57386|issue:64852", + "issue:65379|issue:65682", + "issue:32976|issue:65867", + "issue:53384|issue:67092", + "issue:63896|issue:65468", + "issue:64262|issue:66500", + "issue:65662|issue:65687", + "issue:53686|issue:67696" + ], + "prepared_review_unit_hash": "b5ee4095087efc3bec3cfec108eb4410cf84444e5631f555f79ca9944b49b808", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 25, + "serialized_chars": 35551, + "estimated_input_tokens": 8888, + "estimated_eval_tokens": 18032 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Loose similarity cluster spanning many unrelated bugs; only a few pairs look like true duplicates, mainly around Telegram plugin loading, tool_use history corruption, WebChat reply routing, and undici-based download failures.", + "confidence": 0.82, + "canonical_issue_reason": "Issue 62748 is the cleanest representative of the install crash: it is the earliest report of the same staging-runtime-dependency failure that 62749 describes with the same title and symptom.", + "canonical_pr_reason": null, + "best_issue_reason": "62748 is the strongest overall issue candidate because it is a specific, well-scoped bug report and the earliest of an exact duplicate pair.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:55807", + "right": "issue:67151", + "accept": false, + "reason": "Both are Discord bugs, but one is relay-progress messages leaking into chat while the other strips https text from inbound messages; different code paths." + }, + { + "left": "issue:67834", + "right": "issue:68033", + "accept": false, + "reason": "Both mention openai-codex/Cloudflare, but the failures differ: bad /v1 resolution and empty models versus Cloudflare challenge plus missing OAuth scope." + }, + { + "left": "issue:63707", + "right": "issue:68661", + "accept": false, + "reason": "One is a long-running allowlist race/silent failure, the other is heredoc triggering approval prompts; related area, not the same bug." + }, + { + "left": "issue:62903", + "right": "issue:62978", + "accept": true, + "reason": "Same Telegram bundled-plugin regression around 2026.4.7: one reports doctor rewriting config, the other gateway restart loop after global install." + }, + { + "left": "issue:63979", + "right": "issue:66533", + "accept": false, + "reason": "Both involve session state, but one is a stuck streaming flag and the other is the session selector showing heartbeat / disappearing sessions." + }, + { + "left": "issue:63396", + "right": "issue:64105", + "accept": true, + "reason": "Same underlying undici dispatcher incompatibility breaking download paths on newer Node versions; both are silent file/attachment download failures." + }, + { + "left": "issue:34377", + "right": "issue:34378", + "accept": true, + "reason": "These describe the same message-routing bug: replies from WebChat/Control UI fan out to other channels instead of returning to the source." + }, + { + "left": "issue:35397", + "right": "issue:62880", + "accept": false, + "reason": "Different packaging problems: an ignored APT env var in setup-podman.sh versus a missing file in the published Telegram extension." + }, + { + "left": "issue:41978", + "right": "issue:66390", + "accept": false, + "reason": "Both are macOS/gateway startup failures, but one is LaunchAgent breakage after gateway restart and the other is npm update file-lock conflicts." + }, + { + "left": "issue:64583", + "right": "issue:67799", + "accept": false, + "reason": "Both mention pairing-required after gateway problems, but one affects sessions_send after restart and the other is sessions_spawn with a scope-upgrade/closed error." + }, + { + "left": "issue:66533", + "right": "issue:67135", + "accept": false, + "reason": "Both are WebChat session UX regressions, but one is heartbeat labeling/disappearing sessions and the other is false context-meter overflow after /new." + }, + { + "left": "issue:68028", + "right": "issue:68165", + "accept": false, + "reason": "Unrelated bugs: SecretRef validation/runtime failure in Tavily config versus WhatsApp validation messages and Telegram setup failure." + }, + { + "left": "issue:32947", + "right": "issue:51144", + "accept": false, + "reason": "Different subsystems and symptoms: web_fetch always failing versus the official container restarting with gateway closed." + }, + { + "left": "issue:34582", + "right": "issue:51174", + "accept": false, + "reason": "Both are WhatsApp-related, but one is message delivery only from terminal input and the other is --probe truncating allowFrom entries." + }, + { + "left": "issue:31625", + "right": "issue:33621", + "accept": true, + "reason": "Same underlying malformed tool_use history bug: dangling/truncated tool_use blocks cause Anthropic 400 rejection loops and no auto-recovery." + }, + { + "left": "issue:53785", + "right": "issue:62748", + "accept": false, + "reason": "Missing matrix-sdk-crypto-nodejs on Linux is a package contents problem, not the same as the staged-runtime-dependencies crash." + }, + { + "left": "issue:53785", + "right": "issue:62749", + "accept": false, + "reason": "Same as above: different packaging failure from the runtime dependency staging crash." + }, + { + "left": "issue:57386", + "right": "issue:64852", + "accept": false, + "reason": "Both are Google-auth 401s, but one is Google Chat webhook auth and the other is Vertex credentials missing; different services and causes." + }, + { + "left": "issue:65379", + "right": "issue:65682", + "accept": false, + "reason": "Both are browser CDP reachability issues, but one is caused by a global undici proxy agent and the other by resolveBrowserSsrFPolicy returning {}." + }, + { + "left": "issue:32976", + "right": "issue:65867", + "accept": false, + "reason": "Both involve response post-processing, but one replaces the final reply with tool output while the other leaks literal tags." + }, + { + "left": "issue:53384", + "right": "issue:67092", + "accept": false, + "reason": "Both are reasoning/streaming parser bugs, but they involve different malformed markup and different leakage behavior." + }, + { + "left": "issue:63896", + "right": "issue:65468", + "accept": false, + "reason": "Different audio issues: allowlist rejection of a temp-dir path versus duplicate Telegram voice-note delivery." + }, + { + "left": "issue:64262", + "right": "issue:66500", + "accept": false, + "reason": "Unrelated symptoms: garbled model output versus mojibake in saved media filenames." + }, + { + "left": "issue:65662", + "right": "issue:65687", + "accept": false, + "reason": "Different voice/TTS problems: ElevenLabs playback failure and fallback versus Discord voice conversations breaking after one exchange." + }, + { + "left": "issue:53686", + "right": "issue:67696", + "accept": false, + "reason": "One is outbound Telegram API calls failing outright; the other is outbound message serialization artifacts showing up as [object Object]." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet and stays appropriately conservative overall. The canonical issue choice for 62748/62749 is well supported by the identical titles and earlier timestamp. The accepted soft-edge pairs are all plausible from the titles, and the rejected pairs are not overclaimed. No mergeability issues apply since there is no PR pair here." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 120, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:27804", + "issue:31440", + "issue:31625", + "issue:32976", + "issue:33307", + "issue:33875", + "issue:33879", + "issue:35476", + "issue:35886", + "issue:47563", + "issue:51023", + "issue:52292", + "issue:52405", + "issue:52484", + "issue:53269", + "issue:53415", + "issue:54014", + "issue:59405", + "issue:61211", + "issue:62699", + "issue:63026", + "issue:63274", + "issue:64055", + "issue:64111", + "issue:64381", + "issue:64464", + "issue:64628", + "issue:64971", + "issue:64975", + "issue:64976", + "issue:65498", + "issue:65568", + "issue:65571", + "issue:65697", + "issue:65863", + "issue:66038", + "issue:66124", + "issue:66607", + "issue:66669", + "issue:66972", + "issue:67667", + "issue:67949", + "issue:68004", + "issue:68102", + "issue:68376", + "issue:68522", + "issue:68623", + "issue:68633" + ], + "soft_pairs": [ + "issue:52484|issue:65498", + "issue:35886|issue:68623", + "issue:27804|issue:31625", + "issue:32976|issue:68004", + "issue:64055|issue:65571", + "issue:62699|issue:66972", + "issue:65697|issue:66038", + "issue:31440|issue:54014", + "issue:33307|issue:33875", + "issue:53415|issue:65568", + "issue:59405|issue:68522", + "issue:63026|issue:68102", + "issue:64464|issue:65571", + "issue:66607|issue:67667", + "issue:64975|issue:65863", + "issue:64111|issue:64628", + "issue:63274|issue:64976", + "issue:64381|issue:66124", + "issue:52292|issue:53269", + "issue:66669|issue:68633", + "issue:33879|issue:61211", + "issue:47563|issue:67949", + "issue:31440|issue:64971", + "issue:35476|issue:51023", + "issue:52405|issue:68376" + ], + "prepared_review_unit_hash": "65a9a62d97c108ea17938ebe7396a6c00f42e730778717c4dd83ba492d0cd447", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 25, + "serialized_chars": 35788, + "estimated_input_tokens": 8947, + "estimated_eval_tokens": 18150 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "The set is mostly a mix of distinct bugs that only share broad subsystem or symptom overlap. I only see one plausible duplicate pair in the Ollama/image-tool area; the rest are too different in trigger or code path to merge confidently.", + "confidence": 0.58, + "canonical_issue_reason": "issue:27804 is the clearest, most specific report: it names the concrete invariant break (tool_use/tool_result pairing after session compaction) and the resulting 400 API errors, making it a strong anchor for related session-state regressions.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:27804 is the best overall issue candidate because it is self-contained, actionable, and describes the underlying failure mode more precisely than the other symptom-heavy reports.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:52484", + "right": "issue:65498", + "accept": false, + "reason": "Both are reply-finalization bugs, but one is raw timeout JSON after subagent handoff and the other is a lost final reply after heartbeat/exec-completion; different failure modes." + }, + { + "left": "issue:35886", + "right": "issue:68623", + "accept": false, + "reason": "Both involve cleanup after sessions end, but ACP child-process cleanup on TTL expiry and MCP subprocess cleanup after agent completion are different code paths." + }, + { + "left": "issue:27804", + "right": "issue:31625", + "accept": false, + "reason": "Both mention 400s around tool_use state, but 27804 is compaction-induced pairing corruption while 31625 is truncated tool_use with no auto-recovery." + }, + { + "left": "issue:32976", + "right": "issue:68004", + "accept": false, + "reason": "One is tool output replacing the final reply in webchat; the other is a sub-agent getting an empty tools array." + }, + { + "left": "issue:64055", + "right": "issue:65571", + "accept": false, + "reason": "Both are browser startup failures, but the causes differ: missing port reuse on arm64 vs Chrome CDP startup failure on Linux." + }, + { + "left": "issue:62699", + "right": "issue:66972", + "accept": false, + "reason": "Both are ACP session-lifecycle problems, but one is queue-owner-unavailable recovery and the other is a stale session log blocking /new." + }, + { + "left": "issue:65697", + "right": "issue:66038", + "accept": false, + "reason": "Both touch update/startup behavior, but 66038 adds restart/plist issues and is not the same entrypoint crash." + }, + { + "left": "issue:31440", + "right": "issue:54014", + "accept": false, + "reason": "Separate-session routing across Telegram/Webchat and OPENCLAW_HOME resolution are unrelated." + }, + { + "left": "issue:33307", + "right": "issue:33875", + "accept": false, + "reason": "Both mention Feishu replies=0, but one is DM routing failure and the other is an all-account send-layer regression." + }, + { + "left": "issue:53415", + "right": "issue:65568", + "accept": false, + "reason": "Both concern persistent ACP sessions, but spawn-time queue-owner errors and resume-time resource-not-found are distinct bugs." + }, + { + "left": "issue:59405", + "right": "issue:68522", + "accept": false, + "reason": "Different failures entirely: dropped tool output vs provider DNS lookup failure." + }, + { + "left": "issue:63026", + "right": "issue:68102", + "accept": false, + "reason": "Both involve attachments, but one routes uploads to the heartbeat channel while the other loses images after upload." + }, + { + "left": "issue:64464", + "right": "issue:65571", + "accept": false, + "reason": "Both are Chrome startup problems, but missing DISPLAY and CDP port startup failure are not the same issue." + }, + { + "left": "issue:66607", + "right": "issue:67667", + "accept": false, + "reason": "UI default-state display and saved context/token accounting are different bugs." + }, + { + "left": "issue:64975", + "right": "issue:65863", + "accept": false, + "reason": "CLI scenario-pack lookup failure and a missing docs provider entry are unrelated." + }, + { + "left": "issue:64111", + "right": "issue:64628", + "accept": true, + "reason": "These look like the same Ollama/image-tool provider-resolution bug: vision models are inaccessible because the image tool cannot resolve/register api: ollama." + }, + { + "left": "issue:63274", + "right": "issue:64976", + "accept": false, + "reason": "General Telegram cron delivery breakage and NO_REPLY handling when text is prepended are different problems." + }, + { + "left": "issue:64381", + "right": "issue:66124", + "accept": false, + "reason": "One blocks memory-kind plugins from starting; the other is a UI/runtime config-schema mismatch for dreaming." + }, + { + "left": "issue:52292", + "right": "issue:53269", + "accept": false, + "reason": "Both discuss media handling, but one causes duplicate sends and the other silently drops media; not the same concrete bug." + }, + { + "left": "issue:66669", + "right": "issue:68633", + "accept": false, + "reason": "Image rendering in chat and images being cleared before WebSocket send are different attachment paths." + }, + { + "left": "issue:33879", + "right": "issue:61211", + "accept": false, + "reason": "Both are build failures, but the failing packages/files and errors are different." + }, + { + "left": "issue:47563", + "right": "issue:67949", + "accept": false, + "reason": "A macOS sharp build error and an Ollama inference/web UI issue are unrelated." + }, + { + "left": "issue:31440", + "right": "issue:64971", + "accept": false, + "reason": "Session sharing across channels versus replies going to the wrong underlying channel are different routing bugs." + }, + { + "left": "issue:35476", + "right": "issue:51023", + "accept": false, + "reason": "A specific model-selection bug and a vague UI umbrella issue are not duplicates." + }, + { + "left": "issue:52405", + "right": "issue:68376", + "accept": false, + "reason": "Canonical cwd approval failure for exec/system.run and auto-restart when exec is needed are different behaviors." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet, and the pairwise calls are mostly conservative given the limited evidence. The only accepted pair is plausibly the same Ollama/image-tool provider-resolution bug, and the rest are appropriately split by distinct triggers or code paths." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 121, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:28565", + "issue:31280", + "issue:32189", + "issue:33354", + "issue:34243", + "issue:35283", + "issue:36672", + "issue:37344", + "issue:37494", + "issue:38826", + "issue:43637", + "issue:49885", + "issue:51656", + "issue:52484", + "issue:52677", + "issue:53233", + "issue:53295", + "issue:53697", + "issue:53857", + "issue:53873", + "issue:54039", + "issue:54253", + "issue:56854", + "issue:58235", + "issue:62172", + "issue:62699", + "issue:64499", + "issue:64633", + "issue:64814", + "issue:65464", + "issue:65742", + "issue:65786", + "issue:65867", + "issue:65921", + "issue:66507", + "issue:66519", + "issue:66588", + "issue:66607", + "issue:66624", + "issue:66799", + "issue:67092", + "issue:67441", + "issue:67546", + "issue:67576", + "issue:67745", + "issue:67986", + "issue:68026", + "issue:68249" + ], + "soft_pairs": [ + "issue:53857|issue:68249", + "issue:66624|issue:67546", + "issue:54253|issue:64499", + "issue:28565|issue:38826", + "issue:33354|issue:34243", + "issue:32189|issue:62172", + "issue:65867|issue:67092", + "issue:49885|issue:53233", + "issue:35283|issue:66507", + "issue:53295|issue:53697", + "issue:56854|issue:67986", + "issue:52484|issue:66519", + "issue:65742|issue:66607", + "issue:53873|issue:64633", + "issue:62699|issue:65921", + "issue:51656|issue:67576", + "issue:52677|issue:67745", + "issue:36672|issue:65786", + "issue:37344|issue:64814", + "issue:66588|issue:68026", + "issue:65464|issue:67441", + "issue:31280|issue:43637", + "issue:54039|issue:66799", + "issue:37494|issue:65786", + "issue:58235|issue:67745" + ], + "prepared_review_unit_hash": "fa59de87e94dcd50d57e7ca38c5f4426e3f4f9e043ea17370d274c965c1ef12b", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 25, + "serialized_chars": 35735, + "estimated_input_tokens": 8934, + "estimated_eval_tokens": 18124 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "The cluster is mostly heterogeneous. I found three tight duplicate subpairs: Feishu card-required regression, subagent raw-timeout/status fallback, and cron success/error bookkeeping. Most other pairs are only broadly related by subsystem and should stay separate.", + "confidence": 0.88, + "canonical_issue_reason": "No single canonical issue fits the whole cluster; it mixes unrelated bugs across cron, gateway, agents, tools, and channel integrations. Only a few narrow subpairs look duplicative.", + "canonical_pr_reason": null, + "best_issue_reason": "No global best issue for the full cluster. If forced to pick a representative of one subcluster, issue 53697 is the clearest specific report, but it does not represent the rest of the items.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:53857", + "right": "issue:68249", + "accept": false, + "reason": "Both involve web_search, but one is API-key detection and the other is plugin loading; different root causes." + }, + { + "left": "issue:66624", + "right": "issue:67546", + "accept": false, + "reason": "Unrelated failures: channel-selection trim TypeError vs a broad onboard feature bug." + }, + { + "left": "issue:54253", + "right": "issue:64499", + "accept": false, + "reason": "Different platforms and code paths: RISC-V LLM request failure vs macOS companion exec.prepare missing." + }, + { + "left": "issue:28565", + "right": "issue:38826", + "accept": false, + "reason": "Both mention internal narration leaking, but they affect different channels and outputs; not the same bug." + }, + { + "left": "issue:33354", + "right": "issue:34243", + "accept": false, + "reason": "Different skill-loading problems: workspace skills missing on startup vs sandbox path-escape access error." + }, + { + "left": "issue:32189", + "right": "issue:62172", + "accept": false, + "reason": "Discord model mismatch vs Discord /status showing discord/undefined are separate issues." + }, + { + "left": "issue:65867", + "right": "issue:67092", + "accept": false, + "reason": "Both leak internal markup, but one is Gemini stripping and the other is malformed handling." + }, + { + "left": "issue:49885", + "right": "issue:53233", + "accept": false, + "reason": "Credential lookup failure for google-vertex vs rate-limit cooldown propagation are different provider bugs." + }, + { + "left": "issue:35283", + "right": "issue:66507", + "accept": false, + "reason": "Both touch sessions, but one is restart/restore behavior and the other is channel session isolation." + }, + { + "left": "issue:53295", + "right": "issue:53697", + "accept": true, + "reason": "Same Feishu regression: card is incorrectly required for text-only send, both in runtime behavior and schema." + }, + { + "left": "issue:56854", + "right": "issue:67986", + "accept": false, + "reason": "Both are gateway health issues, but one is an uncaught restart crash and the other is a silent wedge mid-session." + }, + { + "left": "issue:52484", + "right": "issue:66519", + "accept": true, + "reason": "Same subagent fallback bug: raw status/timeout JSON leaks alongside the normal summary after handoff completion/timeout." + }, + { + "left": "issue:65742", + "right": "issue:66607", + "accept": false, + "reason": "PDF provider/model resolution error vs control-UI thinking dropdown mismatch are unrelated." + }, + { + "left": "issue:53873", + "right": "issue:64633", + "accept": false, + "reason": "CVE request is not the same as the gibberish-speech behavior bug." + }, + { + "left": "issue:62699", + "right": "issue:65921", + "accept": false, + "reason": "ACP session recovery failure vs bundled acpx path resolution after update are different failure modes." + }, + { + "left": "issue:51656", + "right": "issue:67576", + "accept": false, + "reason": "Image-tool routing/vision fallback and OpenRouter provider fallback are separate model-selection bugs." + }, + { + "left": "issue:52677", + "right": "issue:67745", + "accept": false, + "reason": "One is missing built-in tools for Gemini; the other is tool_calls being ignored during execution." + }, + { + "left": "issue:36672", + "right": "issue:65786", + "accept": false, + "reason": "Invalid JSON payload every request is unrelated to Feishu config validation." + }, + { + "left": "issue:37344", + "right": "issue:64814", + "accept": false, + "reason": "Discord fetch/proxy failure vs plugin register() config null are different subsystems." + }, + { + "left": "issue:66588", + "right": "issue:68026", + "accept": false, + "reason": "Browser launch on Raspberry Pi and infinite tool-validation loop are not the same bug." + }, + { + "left": "issue:65464", + "right": "issue:67441", + "accept": true, + "reason": "Same cron status bookkeeping bug: a later successful delivery still leaves error/lastError state behind." + }, + { + "left": "issue:31280", + "right": "issue:43637", + "accept": false, + "reason": "Both concern macOS gateway commands, but one is kickstart service lookup and the other is launchd unload-on-stop behavior." + }, + { + "left": "issue:54039", + "right": "issue:66799", + "accept": false, + "reason": "Windows absolute-path handling in read vs arbitrary workspace file access are distinct security/paths issues." + }, + { + "left": "issue:37494", + "right": "issue:65786", + "accept": false, + "reason": "macOS SHARP/libvips install problem vs Feishu config validation are unrelated." + }, + { + "left": "issue:58235", + "right": "issue:67745", + "accept": false, + "reason": "Missing thought_signature in Gemini tool_calls is different from custom provider tool execution not happening." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet and stays conservative. The three accepted soft pairs are well-supported as narrow duplicates, and the rejected pairs are mostly only loosely related by subsystem rather than clearly the same bug." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 122, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:17101", + "issue:31246", + "issue:32200", + "issue:32633", + "issue:32933", + "issue:32947", + "issue:34537", + "issue:51099", + "issue:53010", + "issue:53169", + "issue:53317", + "issue:53466", + "issue:53578", + "issue:53932", + "issue:57256", + "issue:60102", + "issue:63667", + "issue:63863", + "issue:63910", + "issue:63999", + "issue:64055", + "issue:64252", + "issue:64292", + "issue:64302", + "issue:64326", + "issue:64421", + "issue:64464", + "issue:64517", + "issue:64549", + "issue:64748", + "issue:64982", + "issue:65182", + "issue:65565", + "issue:65662", + "issue:65810", + "issue:66004", + "issue:66262", + "issue:66423", + "issue:66799", + "issue:66972", + "issue:67199", + "issue:67314", + "issue:67491", + "issue:67799", + "issue:68216", + "issue:68461", + "issue:68706" + ], + "soft_pairs": [ + "issue:32633|issue:66004", + "issue:64421|issue:67799", + "issue:53010|issue:53932", + "issue:17101|issue:32200", + "issue:66262|issue:66972", + "issue:63667|issue:67491", + "issue:64292|issue:64464", + "issue:31246|issue:32933", + "issue:53317|issue:53466", + "issue:65565|issue:65662", + "issue:67199|issue:68706", + "issue:67314|issue:68461", + "issue:51099|issue:53169", + "issue:63999|issue:66423", + "issue:60102|issue:66262", + "issue:64748|issue:64982", + "issue:32947|issue:64055", + "issue:34537|issue:65182", + "issue:57256|issue:64252", + "issue:64517|issue:65810", + "issue:53578|issue:68216", + "issue:63863|issue:63910", + "issue:64549|issue:66799", + "issue:64302|issue:64326" + ], + "prepared_review_unit_hash": "8028e2cf80c27ae3c56e784dff33267db269070ddfd4ce6342d3ada091040f83", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 24, + "serialized_chars": 34778, + "estimated_input_tokens": 8695, + "estimated_eval_tokens": 17646 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "The cluster is still heterogeneous: it has a few real duplicate-style subgroups, but no single issue cleanly spans all items. Most pairings share only a broad subsystem or tag-like wording, not the same concrete bug path. I tightened the tool-call pair to stay conservative.", + "confidence": 0.81, + "canonical_issue_reason": "No single canonical issue covers the whole cluster; the items split across several unrelated bug families (OAuth/session persistence, tool-call parsing, compaction/token accounting, stale bindings, sandbox/file I/O, and UI display regressions).", + "canonical_pr_reason": null, + "best_issue_reason": "issue:53317 is the strongest representative issue because it has a clear, concrete root cause and a closely matched duplicate-style sibling: stale cached OAuth state overwriting fresh re-auth on startup.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:32633", + "right": "issue:66004", + "accept": false, + "reason": "Different failure modes: persisted transcriptPath causing restart 400s vs subagent timeout/frozenResultText null." + }, + { + "left": "issue:64421", + "right": "issue:67799", + "accept": false, + "reason": "Both mention scope/pairing wording, but they affect different operations and do not show the same concrete bug path." + }, + { + "left": "issue:53010", + "right": "issue:53932", + "accept": false, + "reason": "Different features and platforms: WeChat image sending vs Slack image optimization." + }, + { + "left": "issue:17101", + "right": "issue:32200", + "accept": false, + "reason": "Both are voice-transcription related, but they are separate messaging integrations with no evidence of the same underlying bug." + }, + { + "left": "issue:66262", + "right": "issue:66972", + "accept": true, + "reason": "Same stale thread-binding problem: a preserved binding blocks fresh session creation / /new after reset." + }, + { + "left": "issue:63667", + "right": "issue:67491", + "accept": false, + "reason": "Both involve the image tool, but one is a generic empty-content regression and the other is specifically about URL-to-base64 conversion before MiniMax VL." + }, + { + "left": "issue:64292", + "right": "issue:64464", + "accept": false, + "reason": "Unrelated spawn failures: sessions_spawn permission rejection vs browser chrome startup DISPLAY misconfiguration." + }, + { + "left": "issue:31246", + "right": "issue:32933", + "accept": false, + "reason": "Different tools and paths: Discord slash-command resolution vs exec-tool timeout/result loss." + }, + { + "left": "issue:53317", + "right": "issue:53466", + "accept": true, + "reason": "Same root cause: fresh re-auth is overwritten by stale/expired cached OAuth state, causing repeated auth failures." + }, + { + "left": "issue:65565", + "right": "issue:65662", + "accept": false, + "reason": "Dashboard default-agent config error vs ElevenLabs audio playback fallback are unrelated." + }, + { + "left": "issue:67199", + "right": "issue:68706", + "accept": false, + "reason": "Both involve fallback behavior, but one is missing thinkingDefault propagation and the other is session-persisted fallback override; not the same bug." + }, + { + "left": "issue:67314", + "right": "issue:68461", + "accept": false, + "reason": "Different context-limit reports with different suspected causes; no shared concrete code-path is evident." + }, + { + "left": "issue:51099", + "right": "issue:53169", + "accept": false, + "reason": "Completely different areas: sandbox image missing python3 vs dashboard upgrade/service migration." + }, + { + "left": "issue:63999", + "right": "issue:66423", + "accept": false, + "reason": "The titles are only loosely similar around , but one is raw tool-call XML leaking into visible chat and the other is only text reply without tool action; the bodies do not show the same parser/failure mode." + }, + { + "left": "issue:60102", + "right": "issue:66262", + "accept": false, + "reason": "Both mention stale bindings, but one is Telegram DM/session pinning and the other is gateway reset thread binding; too different to merge confidently." + }, + { + "left": "issue:64748", + "right": "issue:64982", + "accept": false, + "reason": "Different allowlist/config advisory bugs in different commands; not the same issue." + }, + { + "left": "issue:32947", + "right": "issue:64055", + "accept": false, + "reason": "Unrelated network fetch failure vs arm64 port-in-use restart failure." + }, + { + "left": "issue:34537", + "right": "issue:65182", + "accept": false, + "reason": "One is missing response display when is absent; the other is unstripped final tags in Control UI. Related area, different bugs." + }, + { + "left": "issue:57256", + "right": "issue:64252", + "accept": false, + "reason": "Different availability/status problems with no shared underlying bug." + }, + { + "left": "issue:64517", + "right": "issue:65810", + "accept": false, + "reason": "Approvals target routing under multiple agents is unrelated to fallback-on-network-error behavior." + }, + { + "left": "issue:53578", + "right": "issue:68216", + "accept": false, + "reason": "Gemini OAuth slowness and Gemini CLI write failures are different symptoms and likely different code paths." + }, + { + "left": "issue:63863", + "right": "issue:63910", + "accept": false, + "reason": "Startup delay from chat.history is unrelated to bash-completion file errors on clean install." + }, + { + "left": "issue:64549", + "right": "issue:66799", + "accept": false, + "reason": "Memory indexing/watch behavior vs file read authorization are unrelated." + }, + { + "left": "issue:64302", + "right": "issue:64326", + "accept": true, + "reason": "Same compaction bug: an incorrect 32768 token limit from Ollama makes compaction trigger despite valid config." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "The cluster-level summary is mostly grounded, but one soft-edge verdict is too strong for the evidence available: issue:63999 vs issue:66423 is only a loose tool-call/tag similarity from the titles, not enough to confidently call it the same bug/root cause. The accepted pairs should stay conservative unless the bodies show the same parsing path or failure mode." + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 123, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:19598", + "issue:28565", + "issue:31704", + "issue:32947", + "issue:34941", + "issue:35609", + "issue:36757", + "issue:37344", + "issue:49885", + "issue:50401", + "issue:51151", + "issue:51505", + "issue:51794", + "issue:52773", + "issue:53140", + "issue:53523", + "issue:53547", + "issue:53733", + "issue:53862", + "issue:53955", + "issue:55304", + "issue:59041", + "issue:62470", + "issue:64381", + "issue:64841", + "issue:64912", + "issue:64945", + "issue:65052", + "issue:65157", + "issue:65407", + "issue:65538", + "issue:65565", + "issue:65808", + "issue:65890", + "issue:66260", + "issue:66702", + "issue:67131", + "issue:67132", + "issue:67250", + "issue:67301", + "issue:67378", + "issue:67525", + "issue:67696", + "issue:67746", + "issue:68057", + "issue:68147", + "issue:68165", + "issue:68643" + ], + "soft_pairs": [ + "issue:50401|issue:68643", + "issue:52773|issue:67746", + "issue:28565|issue:67132", + "issue:64381|issue:66260", + "issue:67131|issue:68147", + "issue:65157|issue:65407", + "issue:49885|issue:62470", + "issue:51505|issue:65538", + "issue:34941|issue:53862", + "issue:19598|issue:53733", + "issue:67250|issue:67525", + "issue:67378|issue:67696", + "issue:31704|issue:53140", + "issue:67301|issue:68057", + "issue:35609|issue:59041", + "issue:65052|issue:66702", + "issue:53547|issue:53955", + "issue:64912|issue:64945", + "issue:37344|issue:51794", + "issue:53523|issue:55304", + "issue:64841|issue:68165", + "issue:36757|issue:65808", + "issue:32947|issue:51151", + "issue:65565|issue:65890" + ], + "prepared_review_unit_hash": "d95c8a44dc734572345b98109475f0c7c8f05de782e852e0734a57b68856f8a8", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 35255, + "estimated_input_tokens": 8814, + "estimated_eval_tokens": 17884 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "The cluster is mostly heterogeneous, with two plausible duplicate families: a CLI hook-dispatch regression pair and a qa-lab packaging regression pair. No PRs are present.", + "confidence": 0.88, + "canonical_issue_reason": "Issue 65407 is the best root-cause-style representative for the hook-dispatch subcluster: it describes the GlobalHookRunner bypass directly, while 65157 looks like a provider-specific symptom of that same regression.", + "canonical_pr_reason": null, + "best_issue_reason": "No single issue cleanly represents the whole cluster, but 65407 is the strongest overall candidate because it states the underlying code-path failure most clearly and explains one accepted duplicate pair.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:50401", + "right": "issue:68643", + "accept": false, + "reason": "Both are model/provider failures, but one is a SiliconFlow DeepSeek tool-call 400 and the other is an OpenRouter base-URL misconfig; different bugs and fixes." + }, + { + "left": "issue:52773", + "right": "issue:67746", + "accept": false, + "reason": "Both involve WhatsApp session/lifecycle behavior, but one is an upgrade-time listener failure and the other is logout/remove cleanup; not the same underlying bug." + }, + { + "left": "issue:28565", + "right": "issue:67132", + "accept": false, + "reason": "Both mention narration leaking into chat, but Slack DM cron narration and iMessage tool-call narration are different channels and code paths." + }, + { + "left": "issue:64381", + "right": "issue:66260", + "accept": false, + "reason": "Both are startup/activation regressions, but one is memory-kind plugin startup exclusion and the other is Codex agent harness activation; too broad to treat as the same bug." + }, + { + "left": "issue:67131", + "right": "issue:68147", + "accept": false, + "reason": "One is a baseUrl persistence failure after a prior fix; the other is a model-selection UI bug. No shared concrete failure path." + }, + { + "left": "issue:65157", + "right": "issue:65407", + "accept": true, + "reason": "Both describe the same hook-dispatch regression: CLI runner bypassing GlobalHookRunner, causing hooks to never fire for the claude-cli path." + }, + { + "left": "issue:49885", + "right": "issue:62470", + "accept": false, + "reason": "Google Vertex credential lookup failure and empty Gemini replies from thinkingConfig are unrelated provider bugs." + }, + { + "left": "issue:51505", + "right": "issue:65538", + "accept": false, + "reason": "Both concern streaming UX, but one is missing thinking-stream events over WebSocket and the other is accessibility noise from aria-live; different fixes." + }, + { + "left": "issue:34941", + "right": "issue:53862", + "accept": false, + "reason": "Both are Telegram inbound-delivery problems, but the symptoms differ across polling/webhook vs multi-account group-message drops; not enough to merge as one bug." + }, + { + "left": "issue:19598", + "right": "issue:53733", + "accept": false, + "reason": "Slack thread support and Intel Mac app support are unrelated feature requests." + }, + { + "left": "issue:67250", + "right": "issue:67525", + "accept": false, + "reason": "One is a control-UI streaming display regression; the other is a doctor crash in plugin state cleanup. Different code paths." + }, + { + "left": "issue:67378", + "right": "issue:67696", + "accept": false, + "reason": "WhatsApp ghost chats from LID\u2192PN resolution and [object Object] serialization in Telegram/Mattermost are separate outbound-message bugs." + }, + { + "left": "issue:31704", + "right": "issue:53140", + "accept": false, + "reason": "Both are WhatsApp behavior issues, but one is identity confusion and the other is unsolicited auto-reply takeover; not the same bug." + }, + { + "left": "issue:67301", + "right": "issue:68057", + "accept": false, + "reason": "Session LABEL reset on restart/compaction and custom Telegram commands lost on restart are different persistence regressions." + }, + { + "left": "issue:35609", + "right": "issue:59041", + "accept": false, + "reason": "A hanging status command and a missing flows command are unrelated CLI issues." + }, + { + "left": "issue:65052", + "right": "issue:66702", + "accept": false, + "reason": "Both involve vision/image handling, but one is a turn stall with the dynamic image tool exposed and the other is contamination from stale images; separate failures." + }, + { + "left": "issue:53547", + "right": "issue:53955", + "accept": false, + "reason": "Bootstrap files not loading from workspace and QMD memory index being empty are unrelated startup/memory issues." + }, + { + "left": "issue:64912", + "right": "issue:64945", + "accept": true, + "reason": "Both point to the same 2026.4.10 packaging regression around missing qa/scenarios, causing related CLI/completion failures." + }, + { + "left": "issue:37344", + "right": "issue:51794", + "accept": false, + "reason": "Discord fetch failures through proxy and Discord token secretref-env resolution are different parts of the stack." + }, + { + "left": "issue:53523", + "right": "issue:55304", + "accept": false, + "reason": "Matrix homeserver startup crash and Telegram initialization failure after restart are unrelated channel bugs." + }, + { + "left": "issue:64841", + "right": "issue:68165", + "accept": false, + "reason": "Disabled memory-lancedb config validation and WhatsApp/Telegram setup failures do not share a concrete code path." + }, + { + "left": "issue:36757", + "right": "issue:65808", + "accept": false, + "reason": "Both are Telegram feature requests, but per-message link previews and separating reactions from requireMention are distinct changes." + }, + { + "left": "issue:32947", + "right": "issue:51151", + "accept": false, + "reason": "Fetch failures and CLI gateway connection failures are both network-adjacent, but they target different components and failure modes." + }, + { + "left": "issue:65565", + "right": "issue:65890", + "accept": false, + "reason": "Dashboard default-agent config validation and QMD memory-search fallback are unrelated configuration bugs." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet: the cluster is largely heterogeneous, the two accepted issue pairs are plausible and conservative, and the rejected soft pairs are explained without overstating similarity. No PRs are present, so there is no mergeability concern." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 124, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:25303", + "issue:26466", + "issue:27988", + "issue:29809", + "issue:30917", + "issue:30923", + "issue:31275", + "issue:32296", + "issue:32633", + "issue:32983", + "issue:33568", + "issue:33641", + "issue:33650", + "issue:34659", + "issue:34863", + "issue:48479", + "issue:50266", + "issue:53547", + "issue:53686", + "issue:63540", + "issue:63706", + "issue:63722", + "issue:63968", + "issue:64509", + "issue:64549", + "issue:64814", + "issue:64866", + "issue:65177", + "issue:65360", + "issue:65810", + "issue:65890", + "issue:66124", + "issue:66740", + "issue:66839", + "issue:66895", + "issue:67092", + "issue:67158", + "issue:67260", + "issue:67343", + "issue:67357", + "issue:67454", + "issue:67469", + "issue:67473", + "issue:67547", + "issue:67817", + "issue:68052", + "issue:68182", + "issue:68216" + ], + "soft_pairs": [ + "issue:29809|issue:33650", + "issue:32633|issue:64814", + "issue:34863|issue:67454", + "issue:63706|issue:63968", + "issue:65360|issue:66740", + "issue:65177|issue:66839", + "issue:34659|issue:67817", + "issue:64549|issue:68216", + "issue:66124|issue:67547", + "issue:63540|issue:67343", + "issue:33568|issue:53547", + "issue:63722|issue:64866", + "issue:65890|issue:67260", + "issue:48479|issue:50266", + "issue:25303|issue:31275", + "issue:66895|issue:67473", + "issue:32296|issue:33641", + "issue:53686|issue:64509", + "issue:67092|issue:68182", + "issue:48479|issue:67469", + "issue:30923|issue:67357", + "issue:26466|issue:68052", + "issue:27988|issue:32983", + "issue:30917|issue:65810", + "issue:30917|issue:67158" + ], + "prepared_review_unit_hash": "8cb4ed70b162fbb9317e4ab2479585f69b97f09c785d11bec777316e3cd080ee", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 25, + "serialized_chars": 35538, + "estimated_input_tokens": 8885, + "estimated_eval_tokens": 18026 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Mostly unrelated bug reports; the soft matches are almost all false positives from shared wording. The only strong duplicate-like pair is the thinking-leak bug in channel output (26466 \u2194 68052).", + "confidence": 0.93, + "canonical_issue_reason": "issue:26466 is the broadest, most general statement of the one plausible duplicate family here: thinking content leaking into user-visible channel output when Think is off. issue:68052 looks like a Feishu-specific manifestation of that same bug.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:26466 is the clearest root tracker candidate because it describes the underlying behavior in platform-agnostic terms rather than a single channel.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:29809", + "right": "issue:33650", + "accept": false, + "reason": "Both are gateway/control-UI connection errors, but one is allowed-origins validation and the other is browser attach authorization; different code paths." + }, + { + "left": "issue:32633", + "right": "issue:64814", + "accept": false, + "reason": "Session transcript persistence on restart is unrelated to extension plugin config being null during register()." + }, + { + "left": "issue:34863", + "right": "issue:67454", + "accept": false, + "reason": "Different providers and symptoms: ACP interactive mode returning only end_turn vs OpenRouter empty assistant payloads." + }, + { + "left": "issue:63706", + "right": "issue:63968", + "accept": false, + "reason": "Discord voice-note handling and a packaging regression missing qa/scenarios/index.md are unrelated." + }, + { + "left": "issue:65360", + "right": "issue:66740", + "accept": false, + "reason": "Both mention wrong context windows, but for different models/providers and different surfaces; not enough evidence of one shared bug." + }, + { + "left": "issue:65177", + "right": "issue:66839", + "accept": false, + "reason": "Config migration in Feishu doctor --fix is unrelated to macOS node capability advertisement for exec host=node." + }, + { + "left": "issue:34659", + "right": "issue:67817", + "accept": false, + "reason": "TUI reply rendering and a Discord service-file environment variable omission are different failures." + }, + { + "left": "issue:64549", + "right": "issue:68216", + "accept": false, + "reason": "Auto-indexing new markdown files is a watcher problem; writing workspace files in Gemini CLI is a separate permissions/runtime issue." + }, + { + "left": "issue:66124", + "right": "issue:67547", + "accept": false, + "reason": "Wrong config path written by Control UI and bundle/hash dependence on ui/node_modules are unrelated." + }, + { + "left": "issue:63540", + "right": "issue:67343", + "accept": false, + "reason": "Both touch Telegram voice, but one is provider capability metadata and the other is caption sanitization leakage." + }, + { + "left": "issue:33568", + "right": "issue:53547", + "accept": false, + "reason": "Memory-file logging for Telegram Topics is unrelated to workspace bootstrap files not loading." + }, + { + "left": "issue:63722", + "right": "issue:64866", + "accept": false, + "reason": "Provider defaultModels being ignored for image tools is unrelated to Minimax portal OAuth/VLM image understanding." + }, + { + "left": "issue:65890", + "right": "issue:67260", + "accept": false, + "reason": "Both involve fallback, but the causes differ: managed collection mismatch vs long-lived Telegram session drift." + }, + { + "left": "issue:48479", + "right": "issue:50266", + "accept": false, + "reason": "Vertex auth mode regression and Feishu replying with replies=0 are different bugs." + }, + { + "left": "issue:25303", + "right": "issue:31275", + "accept": false, + "reason": "Verbose exec-call visibility and Feishu /new session-memory-hook triggering are separate issues." + }, + { + "left": "issue:66895", + "right": "issue:67473", + "accept": false, + "reason": "Failover state sticking forever is unrelated to auto-compaction never firing." + }, + { + "left": "issue:32296", + "right": "issue:33641", + "accept": false, + "reason": "Replying to the wrong message and losing the previous assistant message during streaming are distinct session/UI problems." + }, + { + "left": "issue:53686", + "right": "issue:64509", + "accept": false, + "reason": "Telegram outbound API failures and claude-cli usage-limit errors are unrelated." + }, + { + "left": "issue:67092", + "right": "issue:68182", + "accept": false, + "reason": "Reasoning-tag leakage into assistant text and heartbeat preempting the active reply lane are different bugs." + }, + { + "left": "issue:48479", + "right": "issue:67469", + "accept": false, + "reason": "Google Vertex auth regression and Gemini CLI transcript persistence loss are unrelated." + }, + { + "left": "issue:30923", + "right": "issue:67357", + "accept": false, + "reason": "Codex unusable due routing/function_call blockers is unrelated to Discord file sending bugs." + }, + { + "left": "issue:26466", + "right": "issue:68052", + "accept": true, + "reason": "Both describe thinking content leaking into user-visible channel output when it should be filtered; 68052 is a channel-specific manifestation of the same bug." + }, + { + "left": "issue:27988", + "right": "issue:32983", + "accept": false, + "reason": "Multiple model definitions with cacheRetention periods is unrelated to heartbeat.model being ignored." + }, + { + "left": "issue:30917", + "right": "issue:65810", + "accept": false, + "reason": "Telegram + qwen3.5-35b-a3b incompatibility is unrelated to fallback on connection errors." + }, + { + "left": "issue:30917", + "right": "issue:67158", + "accept": false, + "reason": "Telegram model-specific failure is unrelated to OpenAI Codex OAuth model rejection." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The assessment is well-grounded in the packet and stays conservative overall. The only accepted soft-edge pair, issue:26466 \u2194 issue:68052, is supported by the titles/body descriptions as the same thinking-leak family with a channel-specific manifestation. The remaining pair rejections are phrased cautiously and do not overclaim duplication. The summary also matches the evidence by treating most pairs as unrelated shared-wording false positives." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 125, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:31486", + "issue:32678", + "issue:33119", + "issue:33349", + "issue:34243", + "issue:34476", + "issue:35476", + "issue:36634", + "issue:42074", + "issue:43680", + "issue:46012", + "issue:48473", + "issue:49705", + "issue:51023", + "issue:51168", + "issue:51468", + "issue:52605", + "issue:52934", + "issue:53641", + "issue:53733", + "issue:55011", + "issue:57386", + "issue:62472", + "issue:63126", + "issue:63178", + "issue:63561", + "issue:63567", + "issue:64111", + "issue:65035", + "issue:65050", + "issue:65368", + "issue:65578", + "issue:65595", + "issue:65915", + "issue:65990", + "issue:66046", + "issue:66219", + "issue:66263", + "issue:66661", + "issue:67019", + "issue:67092", + "issue:67131", + "issue:67257", + "issue:67288", + "issue:67585", + "issue:67610", + "issue:68615", + "issue:68706" + ], + "soft_pairs": [ + "issue:32678|issue:52934", + "issue:33119|issue:51023", + "issue:33349|issue:34476", + "issue:34243|issue:67610", + "issue:35476|issue:36634", + "issue:43680|issue:63178", + "issue:48473|issue:66661", + "issue:49705|issue:65990", + "issue:51468|issue:65368", + "issue:53733|issue:67585", + "issue:63567|issue:65035", + "issue:64111|issue:65595", + "issue:65578|issue:67288", + "issue:67019|issue:67092", + "issue:67131|issue:68615", + "issue:57386|issue:66046", + "issue:62472|issue:68706", + "issue:63561|issue:66219", + "issue:53641|issue:63126", + "issue:65050|issue:66263", + "issue:65915|issue:67257", + "issue:31486|issue:55011", + "issue:42074|issue:46012", + "issue:51168|issue:52605" + ], + "prepared_review_unit_hash": "f6152ba5ae31c0ceae1d92b6b2a3e4e7857b6ff6283ed0010bb54ed9ae0a3902", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 35261, + "estimated_input_tokens": 8816, + "estimated_eval_tokens": 17888 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "The cluster is mostly loose thematic similarity around plugins, model/provider configuration, and sandbox/startup issues rather than true duplicates. Only the image-tool/provider-registry pairs look like the same underlying bug.", + "confidence": 0.73, + "canonical_issue_reason": "issue:65595 is the clearest statement of the shared image-tool bug: it hardcodes the `openai/` prefix and ignores provider configuration, which best explains the related image-tool failures.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:65595 is the best representative issue because it names the root cause directly and can anchor the related image-provider failures more cleanly than the symptom-based reports.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:32678", + "right": "issue:52934", + "accept": false, + "reason": "Different plugin problems: bindings routing vs a security/malicious-intent concern." + }, + { + "left": "issue:33119", + "right": "issue:51023", + "accept": false, + "reason": "Image attachment display in webchat is unrelated to a generic UI/interface report." + }, + { + "left": "issue:33349", + "right": "issue:34476", + "accept": false, + "reason": "Full sandbox config on webhook invocation is a different bug from API address changes not applying." + }, + { + "left": "issue:34243", + "right": "issue:67610", + "accept": false, + "reason": "Both mention sandbox, but one is path-escape access and the other is startup-time backend factory failure." + }, + { + "left": "issue:35476", + "right": "issue:36634", + "accept": false, + "reason": "Same general model/config area, but one is duplicate model-id selection and the other is agents_list only returning main." + }, + { + "left": "issue:43680", + "right": "issue:63178", + "accept": false, + "reason": "Both involve model overrides, but one is config defaults overriding agent models and the other is fallback/compaction persistence." + }, + { + "left": "issue:48473", + "right": "issue:66661", + "accept": false, + "reason": "Both are plugin 404s, but the described failure modes and root causes differ too much to treat as one bug." + }, + { + "left": "issue:49705", + "right": "issue:65990", + "accept": false, + "reason": "Both concern Chrome/CDP startup, but DevToolsActivePort and unreachable websocket are not the same concrete failure." + }, + { + "left": "issue:51468", + "right": "issue:65368", + "accept": false, + "reason": "ACP runtime versioning and hashed-chunk plugin update failure are separate update/runtime issues." + }, + { + "left": "issue:53733", + "right": "issue:67585", + "accept": false, + "reason": "A Mac Intel app feature request is unrelated to a WhatsApp group/feature post." + }, + { + "left": "issue:63567", + "right": "issue:65035", + "accept": false, + "reason": "Both are downgrade/schema regressions, but they affect different config keys and repair paths." + }, + { + "left": "issue:64111", + "right": "issue:65595", + "accept": true, + "reason": "Same image-tool/provider-config bug: 64111 is the Ollama symptom, while 65595 states the hardcoded `openai/` prefix root cause." + }, + { + "left": "issue:65578", + "right": "issue:67288", + "accept": false, + "reason": "Both touch discovery, but one is incomplete auto-discovery output and the other is an unnecessary discovery gate issue." + }, + { + "left": "issue:67019", + "right": "issue:67092", + "accept": false, + "reason": "Garbled GLM output is not the same concrete bug as malformed reasoning-tag leakage." + }, + { + "left": "issue:67131", + "right": "issue:68615", + "accept": false, + "reason": "Both mention stale codex/openai-codex paths, but one is a persisted baseUrl issue and the other is routing after Codex is disabled." + }, + { + "left": "issue:57386", + "right": "issue:66046", + "accept": false, + "reason": "Different integrations and endpoints: Google Chat webhook 401 vs Vertex model 401." + }, + { + "left": "issue:62472", + "right": "issue:68706", + "accept": false, + "reason": "Both involve persisted session/model state, but one is same-model-id status corruption and the other is fallback override sticking after auto fallback." + }, + { + "left": "issue:63561", + "right": "issue:66219", + "accept": false, + "reason": "User-systemd detection and token re-embedding in systemd are unrelated systemd bugs." + }, + { + "left": "issue:53641", + "right": "issue:63126", + "accept": false, + "reason": "Different messaging plugins and different attachment-drop code paths." + }, + { + "left": "issue:65050", + "right": "issue:66263", + "accept": false, + "reason": "Both are Codex-native, but vision-turn stalling and compaction stale usage are distinct failures." + }, + { + "left": "issue:65915", + "right": "issue:67257", + "accept": false, + "reason": "Plugin trace export failure and plugin load/export-missing-entry failure are separate issues." + }, + { + "left": "issue:31486", + "right": "issue:55011", + "accept": true, + "reason": "Both point to the same image-provider registration problem: custom providers are configured but the image/image_generate tool cannot see them." + }, + { + "left": "issue:42074", + "right": "issue:46012", + "accept": false, + "reason": "Dashboard accessibility and LaunchAgent loading are different macOS issues." + }, + { + "left": "issue:51168", + "right": "issue:52605", + "accept": false, + "reason": "AgentMail websocket handling and BlueBubbles webhook 404s are unrelated channel/plugin bugs." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet and stays conservative overall. The only accepted soft-edge pairs are the two image-tool/provider-registry clusters, which are well supported by the issue titles. The rejected pairs are mostly appropriately separated by distinct failure modes or subsystems, and the canonical issue choice is reasonable because 65595 states the root cause directly." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 126, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:29670", + "issue:30908", + "issue:33880", + "issue:34308", + "issue:34324", + "issue:34378", + "issue:34513", + "issue:35277", + "issue:35300", + "issue:35589", + "issue:35975", + "issue:36439", + "issue:36672", + "issue:37142", + "issue:37388", + "issue:44778", + "issue:48479", + "issue:50401", + "issue:51144", + "issue:52511", + "issue:52605", + "issue:53235", + "issue:53363", + "issue:53386", + "issue:53547", + "issue:62049", + "issue:63999", + "issue:64067", + "issue:64226", + "issue:64549", + "issue:64676", + "issue:64732", + "issue:64910", + "issue:65078", + "issue:65247", + "issue:65451", + "issue:65488", + "issue:65863", + "issue:66173", + "issue:66358", + "issue:66507", + "issue:67029", + "issue:67151", + "issue:67158", + "issue:67517", + "issue:67875", + "issue:68309", + "issue:68810" + ], + "soft_pairs": [ + "issue:53547|issue:64549", + "issue:52605|issue:67151", + "issue:36672|issue:50401", + "issue:64226|issue:65451", + "issue:33880|issue:53386", + "issue:66358|issue:67029", + "issue:63999|issue:65247", + "issue:36439|issue:51144", + "issue:37388|issue:67875", + "issue:34308|issue:35589", + "issue:64910|issue:67517", + "issue:62049|issue:64732", + "issue:64676|issue:65488", + "issue:34378|issue:66507", + "issue:30908|issue:66173", + "issue:35277|issue:53235", + "issue:48479|issue:65078", + "issue:64067|issue:65863", + "issue:34324|issue:35300", + "issue:34513|issue:67158", + "issue:35975|issue:37142", + "issue:53363|issue:68309", + "issue:44778|issue:68810", + "issue:29670|issue:52511" + ], + "prepared_review_unit_hash": "c007a94bc266ec45fee57080d84cf00d34aebb72b9016bfa86c97e15495227a9", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 35014, + "estimated_input_tokens": 8754, + "estimated_eval_tokens": 17764 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This cluster is mostly false-positive similarity: the items span many unrelated bugs, and none of the soft pairs look like the same underlying defect strongly enough to merge. The closest overlap is in WhatsApp media sending, but even that is still too symptom-specific to accept.", + "confidence": 0.84, + "canonical_issue_reason": "No single canonical issue fits the cluster well; the soft pairs are mostly topic-level lookalikes across distinct bugs rather than duplicates.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:34324 is the clearest, most concrete representative of the recurring delivery-routing theme in the cluster, with a well-scoped symptom and duplicate-delivery framing.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:53547", + "right": "issue:64549", + "accept": false, + "reason": "Both involve workspace-related behavior, but one is bootstrap file loading and the other is memory index auto-discovery; different code paths and symptoms." + }, + { + "left": "issue:52605", + "right": "issue:67151", + "accept": false, + "reason": "Different integrations and failure modes: BlueBubbles route 404 after upgrade vs Discord message content being stripped before agent ingestion." + }, + { + "left": "issue:36672", + "right": "issue:50401", + "accept": false, + "reason": "One is a generic invalid JSON payload failure; the other is a provider-specific 400 from tool-call payload shape. Not the same bug." + }, + { + "left": "issue:64226", + "right": "issue:65451", + "accept": false, + "reason": "Both are WhatsApp media issues, but one is silent send failure and the other is attachment metadata missing on sendMessageWhatsApp; too little evidence of one root cause." + }, + { + "left": "issue:33880", + "right": "issue:53386", + "accept": false, + "reason": "Both are WhatsApp group-related, but one is about sessions not spawning and the other is fromMe echo filtering causing an infinite loop." + }, + { + "left": "issue:66358", + "right": "issue:67029", + "accept": false, + "reason": "Both mention dreaming/session cleanup, but one is duplicate sessions after sweep and the other is a permission error during narrative cleanup." + }, + { + "left": "issue:63999", + "right": "issue:65247", + "accept": false, + "reason": "Both are visible-message leak issues, but one leaks raw tool-call XML and the other leaks a synthetic transcript-repair message during history replay." + }, + { + "left": "issue:36439", + "right": "issue:51144", + "accept": false, + "reason": "Unrelated symptoms: message loss in synology-chat vs container restart/gateway closure." + }, + { + "left": "issue:37388", + "right": "issue:67875", + "accept": false, + "reason": "Log rotation on date change is unrelated to models.json baseUrl being rewritten on restart." + }, + { + "left": "issue:34308", + "right": "issue:35589", + "accept": false, + "reason": "Both touch response routing, but one is Telegram inter-session delivery and the other is TUI/iMessage context persistence with heartbeat target logic; not the same concrete defect." + }, + { + "left": "issue:64910", + "right": "issue:67517", + "accept": false, + "reason": "Different failures: stuck reply box/output completion vs Cloudflare HTML misclassified as rate limit/DNS." + }, + { + "left": "issue:62049", + "right": "issue:64732", + "accept": false, + "reason": "A false warning in status is not the same as CLI surfaces breaking when synthetic command ids are omitted." + }, + { + "left": "issue:64676", + "right": "issue:65488", + "accept": false, + "reason": "Configuration persistence and heartbeat-turn context handling are separate issues." + }, + { + "left": "issue:34378", + "right": "issue:66507", + "accept": false, + "reason": "One is message routing back to source; the other is session separation between WeChat and Feishu. Related area, but not the same bug." + }, + { + "left": "issue:30908", + "right": "issue:66173", + "accept": false, + "reason": "Config duplicate-plugin warnings are unrelated to Umbrel update lag." + }, + { + "left": "issue:35277", + "right": "issue:53235", + "accept": false, + "reason": "TUI duplicate messages and webchat messages disappearing are opposite symptoms and likely different paths." + }, + { + "left": "issue:48479", + "right": "issue:65078", + "accept": false, + "reason": "Google Vertex auth regression and Telegram transcript visibility in Web UI are unrelated." + }, + { + "left": "issue:64067", + "right": "issue:65863", + "accept": false, + "reason": "QA scenario pack lookup failure is unrelated to a missing docs provider entry." + }, + { + "left": "issue:34324", + "right": "issue:35300", + "accept": false, + "reason": "Both involve WebChat delivery, but one is duplicate delivery to Telegram and the other is a heartbeat message reaching Feishu; different payloads and routing conditions." + }, + { + "left": "issue:34513", + "right": "issue:67158", + "accept": false, + "reason": "TUI render starvation is unrelated to OpenAI Codex OAuth model rejection." + }, + { + "left": "issue:35975", + "right": "issue:37142", + "accept": false, + "reason": "Different provider failures: third-party relay thinking-mode error vs MiniMax 401 auth rejection." + }, + { + "left": "issue:53363", + "right": "issue:68309", + "accept": false, + "reason": "Both mention Mistral, but one is a 422 API failure and the other is a model-specific thinking-mode problem; insufficient evidence of one root cause." + }, + { + "left": "issue:44778", + "right": "issue:68810", + "accept": false, + "reason": "Feishu image crash from missing image path is not the same as a Windows gateway exit/code-delivery failure." + }, + { + "left": "issue:29670", + "right": "issue:52511", + "accept": false, + "reason": "Tailscale pairing requirement and intermittent browser-control permission loss are different control-UI problems with different triggers." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 127, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:24173", + "issue:25303", + "issue:27988", + "issue:31959", + "issue:32189", + "issue:32933", + "issue:33349", + "issue:33534", + "issue:33940", + "issue:34863", + "issue:35249", + "issue:35793", + "issue:36634", + "issue:37307", + "issue:44778", + "issue:50964", + "issue:51569", + "issue:52175", + "issue:53363", + "issue:53430", + "issue:53547", + "issue:57055", + "issue:58535", + "issue:63706", + "issue:64011", + "issue:64167", + "issue:64523", + "issue:64793", + "issue:64830", + "issue:64841", + "issue:64971", + "issue:65130", + "issue:65132", + "issue:65191", + "issue:65314", + "issue:65488", + "issue:65600", + "issue:65950", + "issue:66166", + "issue:66459", + "issue:67248", + "issue:67334", + "issue:67817", + "issue:68026", + "issue:68215", + "issue:68344", + "issue:68602", + "issue:68760" + ], + "soft_pairs": [ + "issue:33349|issue:57055", + "issue:37307|issue:53363", + "issue:34863|issue:67248", + "issue:35249|issue:65130", + "issue:27988|issue:32189", + "issue:33534|issue:64971", + "issue:50964|issue:51569", + "issue:65488|issue:65600", + "issue:32933|issue:36634", + "issue:52175|issue:65950", + "issue:35793|issue:68026", + "issue:63706|issue:64167", + "issue:44778|issue:64011", + "issue:24173|issue:25303", + "issue:64830|issue:68602", + "issue:64841|issue:65191", + "issue:31959|issue:66166", + "issue:64793|issue:67334", + "issue:65314|issue:68344", + "issue:53430|issue:53547", + "issue:58535|issue:67817", + "issue:65132|issue:66459", + "issue:33940|issue:68760", + "issue:64523|issue:68215" + ], + "prepared_review_unit_hash": "cf563c3f26c946f3c07cdc352f950602d51dbcd5babfd3999764b720e240fabb", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 35095, + "estimated_input_tokens": 8774, + "estimated_eval_tokens": 17804 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This set is a loose bundle of unrelated bug reports that only share broad subsystem vocabulary (UI, cron, Discord, Ollama, sessions, etc.). None of the soft-similarity pairs look like the same underlying bug/change, so they should stay separate.", + "confidence": 0.92, + "canonical_issue_reason": "issue:64793 is the clearest standalone representative: it has a concrete, user-visible failure mode (timeout not surfaced and UI hangs) with a focused scope and actionable repro.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:64793 is the strongest overall issue for triage quality and impact: specific symptom, obvious regression risk, and a clear failure path.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:33349", + "right": "issue:57055", + "accept": false, + "reason": "Different sandbox-policy bugs: webhook agent config propagation vs browser ssrfPolicy enforcement." + }, + { + "left": "issue:37307", + "right": "issue:53363", + "accept": false, + "reason": "Different model failures: cron/task model error handling vs Mistral 422 API failure." + }, + { + "left": "issue:34863", + "right": "issue:67248", + "accept": false, + "reason": "Both mention ACP, but one is interactive mode losing assistant content while the other is subagent streamTo failure; different code paths and symptoms." + }, + { + "left": "issue:35249", + "right": "issue:65130", + "accept": false, + "reason": "Unrelated update problems: browser enablement failure vs container package replacement on upgrade." + }, + { + "left": "issue:27988", + "right": "issue:32189", + "accept": false, + "reason": "Cache-retention config handling is unrelated to Discord model-name display." + }, + { + "left": "issue:33534", + "right": "issue:64971", + "accept": false, + "reason": "One is a display-name bug in Control UI; the other is reply routing to the wrong channel for externally-backed sessions." + }, + { + "left": "issue:50964", + "right": "issue:51569", + "accept": false, + "reason": "Cron-list shutdown behavior and OAuth proxy handling are unrelated." + }, + { + "left": "issue:65488", + "right": "issue:65600", + "accept": false, + "reason": "Both concern turn/state handling, but one is heartbeat-context behavior and the other is a compaction-skip flag stuck true after API response." + }, + { + "left": "issue:32933", + "right": "issue:36634", + "accept": false, + "reason": "Exec-result loss on gateway restart is unrelated to agents_list only returning main." + }, + { + "left": "issue:52175", + "right": "issue:65950", + "accept": false, + "reason": "Different session subsystems: agentTurn registration in sessions.json vs cron status reporting for incomplete work." + }, + { + "left": "issue:35793", + "right": "issue:68026", + "accept": false, + "reason": "Workdir file access is unrelated to parameter-validation infinite recursion." + }, + { + "left": "issue:63706", + "right": "issue:64167", + "accept": false, + "reason": "Discord voice-note handling and available_skills ordering are different bugs." + }, + { + "left": "issue:44778", + "right": "issue:64011", + "accept": false, + "reason": "Feishu image-path crash and Windows Discord gateway reconnect crash are unrelated failure paths." + }, + { + "left": "issue:24173", + "right": "issue:25303", + "accept": false, + "reason": "Compaction/session-context loss is unrelated to verbose output omitting skill-triggered exec calls." + }, + { + "left": "issue:64830", + "right": "issue:68602", + "accept": false, + "reason": "New-session default reasoning settings and webchat collapse/accordion UI are not the same bug." + }, + { + "left": "issue:64841", + "right": "issue:65191", + "accept": false, + "reason": "Config validation for disabled memory-lancedb is unrelated to plugin init before config load." + }, + { + "left": "issue:31959", + "right": "issue:66166", + "accept": false, + "reason": "Missing system.run.prepare command and unusable node exec are related only at a very broad macOS-node level, not the same concrete defect." + }, + { + "left": "issue:64793", + "right": "issue:67334", + "accept": false, + "reason": "One is UI timeout surfacing; the other is Ollama session timeout. Different layers and likely different fixes." + }, + { + "left": "issue:65314", + "right": "issue:68344", + "accept": false, + "reason": "Ollama agent-mode timeout is not the same as context-window/tool-support issues in local-model integration." + }, + { + "left": "issue:53430", + "right": "issue:53547", + "accept": false, + "reason": "Styling regressions and bootstrap-file loading are unrelated." + }, + { + "left": "issue:58535", + "right": "issue:67817", + "accept": false, + "reason": "Discord announce field stripping and missing service env vars are different problems." + }, + { + "left": "issue:65132", + "right": "issue:66459", + "accept": false, + "reason": "Both are messaging-output bugs, but Discord commentary leakage and Telegram missing outbound send are distinct channels and failure modes." + }, + { + "left": "issue:33940", + "right": "issue:68760", + "accept": false, + "reason": "Manual cron execution changing timing is unrelated to delivery channel reverting after job execution." + }, + { + "left": "issue:64523", + "right": "issue:68215", + "accept": false, + "reason": "Webchat assistant re-injection and config field re-injection into mem0 are only superficially similar; they affect different data paths and outputs." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 128, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:31280", + "issue:31671", + "issue:32113", + "issue:33049", + "issue:33119", + "issue:33527", + "issue:33943", + "issue:34324", + "issue:34863", + "issue:36170", + "issue:36620", + "issue:50017", + "issue:50964", + "issue:51099", + "issue:51158", + "issue:51174", + "issue:51593", + "issue:52836", + "issue:53354", + "issue:53771", + "issue:53871", + "issue:53955", + "issue:61412", + "issue:62880", + "issue:62923", + "issue:63759", + "issue:64319", + "issue:64541", + "issue:65086", + "issue:65430", + "issue:65553", + "issue:65565", + "issue:65685", + "issue:66390", + "issue:66839", + "issue:67151", + "issue:67295", + "issue:67357", + "issue:67687", + "issue:67803", + "issue:67806", + "issue:67949", + "issue:68018", + "issue:68049", + "issue:68056", + "issue:68241", + "issue:68643", + "issue:68706" + ], + "soft_pairs": [ + "issue:68056|issue:68241", + "issue:67151|issue:67687", + "issue:31280|issue:66390", + "issue:31671|issue:34324", + "issue:65685|issue:67803", + "issue:50964|issue:51099", + "issue:53955|issue:65553", + "issue:33527|issue:34863", + "issue:53871|issue:61412", + "issue:52836|issue:65565", + "issue:67295|issue:68643", + "issue:36620|issue:66839", + "issue:51158|issue:65430", + "issue:33943|issue:53354", + "issue:50017|issue:51593", + "issue:33049|issue:68018", + "issue:33119|issue:67806", + "issue:36170|issue:67949", + "issue:62880|issue:62923", + "issue:63759|issue:64541", + "issue:32113|issue:64319", + "issue:51174|issue:67357", + "issue:53771|issue:68049", + "issue:65086|issue:68706" + ], + "prepared_review_unit_hash": "8d388662b03aeeae80f5039a96293c4e0b8fce829fd85dfef681b486301ff50a", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 35385, + "estimated_input_tokens": 8847, + "estimated_eval_tokens": 17950 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "All soft pairs are false-positive similarities: the cluster mixes unrelated bugs across macOS startup, chat/session routing, package publishing, provider config, UI rendering, Feishu/WhatsApp/Discord behavior, and model fallback logic.", + "confidence": 0.96, + "canonical_issue_reason": "No single canonical issue fits this cluster; the items describe different underlying bugs and code paths rather than duplicates of one report.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:34324 is the clearest narrowly scoped bug report in the set, but it is not a good canonical for the others because the rest are unrelated.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:68056", + "right": "issue:68241", + "accept": false, + "reason": "Different bugs: WhatsApp duplicate media replies vs Claude model rejection/unknown-model handling." + }, + { + "left": "issue:67151", + "right": "issue:67687", + "accept": false, + "reason": "Both are messaging bugs, but on different platforms and code paths: Discord URL stripping vs Feishu group routing/requireMention." + }, + { + "left": "issue:31280", + "right": "issue:66390", + "accept": false, + "reason": "Both mention macOS gateway startup, but one is LaunchAgent kickstart lookup and the other is file-lock conflicts during update." + }, + { + "left": "issue:31671", + "right": "issue:34324", + "accept": false, + "reason": "Both involve session/channel delivery, but one corrupts the target session channel and the other duplicates webchat replies to Telegram." + }, + { + "left": "issue:65685", + "right": "issue:67803", + "accept": false, + "reason": "Run-lifecycle timing differs: queued followup typing indicator clearing vs agent run staying active after response." + }, + { + "left": "issue:50964", + "right": "issue:51099", + "accept": false, + "reason": "Completely different areas: cron list behavior vs missing python3 in the sandbox image." + }, + { + "left": "issue:53955", + "right": "issue:65553", + "accept": false, + "reason": "Both touch memory features, but one is indexing failure and the other is a CLI hang on arm64/QMD." + }, + { + "left": "issue:33527", + "right": "issue:34863", + "accept": false, + "reason": "Different behaviors: tool schema reporting mismatch vs ACP interactive mode returning only end_turn." + }, + { + "left": "issue:53871", + "right": "issue:61412", + "accept": false, + "reason": "Different providers and symptoms: Telegram extension/config regression vs MiniMax TTS registration/configuration." + }, + { + "left": "issue:52836", + "right": "issue:65565", + "accept": false, + "reason": "Unrelated bugs: agent not responding vs dashboard default-agent config validation." + }, + { + "left": "issue:67295", + "right": "issue:68643", + "accept": false, + "reason": "Both mention base URLs, but one is CLI-written per-agent config and the other is runtime OpenRouter provider behavior." + }, + { + "left": "issue:36620", + "right": "issue:66839", + "accept": false, + "reason": "Different subsystems: Vitest node test config vs macOS node capability advertisement." + }, + { + "left": "issue:51158", + "right": "issue:65430", + "accept": false, + "reason": "Both are inbound-message ingestion issues, but Matrix message drops and BlueBubbles empty attachments are distinct failures." + }, + { + "left": "issue:33943", + "right": "issue:53354", + "accept": false, + "reason": "Different handling paths: Feishu regular message delivery vs slash-command interception over WebSocket." + }, + { + "left": "issue:50017", + "right": "issue:51593", + "accept": false, + "reason": "Different model-fallback vs tool-call-ID duplication bugs; not the same code path." + }, + { + "left": "issue:33049", + "right": "issue:68018", + "accept": false, + "reason": "Both mention deliveryContext/session routing, but one is announce routing back to requester and the other is subagent group-session inheritance to DM." + }, + { + "left": "issue:33119", + "right": "issue:67806", + "accept": false, + "reason": "Both are UI/rendering issues, but image attachment display and message rendering latency are separate bugs." + }, + { + "left": "issue:36170", + "right": "issue:67949", + "accept": false, + "reason": "Different failures: missing transcript file handling vs Ollama model inference/UI mismatch." + }, + { + "left": "issue:62880", + "right": "issue:62923", + "accept": false, + "reason": "Not the same bug: missing published file in Telegram extension vs setup-entry.js specifier regression affecting multiple extensions." + }, + { + "left": "issue:63759", + "right": "issue:64541", + "accept": false, + "reason": "Different timing problems: late typing indicator vs slow first heavy model turn/timeouts." + }, + { + "left": "issue:32113", + "right": "issue:64319", + "accept": false, + "reason": "Unrelated issues: missing CLI package file vs GitHub authorization state in models auth config." + }, + { + "left": "issue:51174", + "right": "issue:67357", + "accept": false, + "reason": "Different WhatsApp probe/display issue vs Discord file-sending bugs." + }, + { + "left": "issue:53771", + "right": "issue:68049", + "accept": false, + "reason": "Both are Feishu card errors, but the failing APIs/fields differ: buildMarkdownCard format vs streaming card update_multi." + }, + { + "left": "issue:65086", + "right": "issue:68706", + "accept": false, + "reason": "Related theme of model fallback, but distinct symptoms and flows: child subagent starts on fallback model vs fallback state persisting into later runs." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 129, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:25303", + "issue:28077", + "issue:30247", + "issue:31098", + "issue:31442", + "issue:32889", + "issue:33119", + "issue:33259", + "issue:33349", + "issue:35871", + "issue:42446", + "issue:50253", + "issue:50982", + "issue:51111", + "issue:51505", + "issue:51639", + "issue:53376", + "issue:53584", + "issue:53623", + "issue:53687", + "issue:55059", + "issue:55345", + "issue:57256", + "issue:58479", + "issue:59162", + "issue:62898", + "issue:62903", + "issue:62958", + "issue:63910", + "issue:64337", + "issue:64534", + "issue:64553", + "issue:64602", + "issue:65236", + "issue:65247", + "issue:65582", + "issue:65808", + "issue:66082", + "issue:66263", + "issue:66564", + "issue:66872", + "issue:67136", + "issue:67408", + "issue:67930", + "issue:68662", + "issue:68665", + "issue:68784" + ], + "soft_pairs": [ + "issue:51111|issue:64553", + "issue:53376|issue:64602", + "issue:64534|issue:65236", + "issue:58479|issue:59162", + "issue:32889|issue:53584", + "issue:62898|issue:62903", + "issue:65247|issue:66564", + "issue:33119|issue:53687", + "issue:33259|issue:35871", + "issue:33349|issue:55345", + "issue:51505|issue:67408", + "issue:55059|issue:67930", + "issue:63910|issue:65582", + "issue:51639|issue:64337", + "issue:66263|issue:68784", + "issue:25303|issue:42446", + "issue:28077|issue:31442", + "issue:50982|issue:65808", + "issue:30247|issue:31098", + "issue:57256|issue:67136", + "issue:50253|issue:53623", + "issue:55059|issue:68665", + "issue:62958|issue:68662", + "issue:66082|issue:66872" + ], + "prepared_review_unit_hash": "c7995b93fc31a7914dcab298787a5ccb25dd4e40f065dd8eab51c07fd38d637c", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 24, + "serialized_chars": 34486, + "estimated_input_tokens": 8622, + "estimated_eval_tokens": 17500 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This cluster is mostly a loose set of unrelated bug reports with a few same-area near-matches, but I do not see a safe duplicate pair to merge. The strongest common theme is agent/tool output routing and approval-flow issues, yet the concrete symptoms differ too much for PR/issue deduping.", + "confidence": 0.71, + "canonical_issue_reason": "issue:42446 is the broadest, most concrete open bug in the set and centers on core agent/tool output handling, which makes it the best representative of the cluster\u2019s strongest theme.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:42446 is the most representative open issue: clear symptom, active status, and a general enough scope to anchor nearby tool-output reports without overfitting to one narrow surface.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:51111", + "right": "issue:64553", + "accept": false, + "reason": "Both are WhatsApp-related, but one is login/session drop and the other is QR expiry/freshness; different failure modes and likely different fixes." + }, + { + "left": "issue:53376", + "right": "issue:64602", + "accept": false, + "reason": "Feishu send-message 400/receive_id_type is unrelated to the memory-core idempotencyKey error." + }, + { + "left": "issue:64534", + "right": "issue:65236", + "accept": false, + "reason": "Both involve provider API selection, but they target different providers and different wrong endpoints/code paths." + }, + { + "left": "issue:58479", + "right": "issue:59162", + "accept": false, + "reason": "Both touch approvals, but one is exec not consuming approval and regenerating IDs while the other is unknown/expired approval ID after creation; too little evidence of a single code path." + }, + { + "left": "issue:32889", + "right": "issue:53584", + "accept": false, + "reason": "Documentation-generation EISDIR is unrelated to a macOS chat scroll-position bug." + }, + { + "left": "issue:62898", + "right": "issue:62903", + "accept": false, + "reason": "Both are release regressions, but one is broken channel plugin paths and the other is Telegram/bundled-plugin config rewriting; not the same underlying defect." + }, + { + "left": "issue:65247", + "right": "issue:66564", + "accept": false, + "reason": "Visible transcript-repair leakage is a different problem from UI lag." + }, + { + "left": "issue:33119", + "right": "issue:53687", + "accept": false, + "reason": "Both are media-related in webchat, but one is attachment rendering and the other is missing media-understanding provider registration." + }, + { + "left": "issue:33259", + "right": "issue:35871", + "accept": false, + "reason": "Both report stale version display after upgrade, but they affect different surfaces and lack evidence of one shared version-cache bug." + }, + { + "left": "issue:33349", + "right": "issue:55345", + "accept": false, + "reason": "Webhook sandbox configuration and Feishu multi-agent configuration are different configuration bugs." + }, + { + "left": "issue:51505", + "right": "issue:67408", + "accept": false, + "reason": "Thinking-stream forwarding over WebSocket is not the same as an OpenRouter stream/parser bug." + }, + { + "left": "issue:55059", + "right": "issue:67930", + "accept": false, + "reason": "Provider API-type support for openai-chat and llama.cpp support are different feature requests." + }, + { + "left": "issue:63910", + "right": "issue:65582", + "accept": false, + "reason": "Bash completion cleanup on install is unrelated to mkdir /home/node failing on macOS native." + }, + { + "left": "issue:51639", + "right": "issue:64337", + "accept": false, + "reason": "Both mention heartbeat, but one is native callback initialization and the other is delivery not sending agent output; not a clear single bug." + }, + { + "left": "issue:66263", + "right": "issue:68784", + "accept": false, + "reason": "Native Codex compaction context tracking is unrelated to app-server approval prompt surfacing." + }, + { + "left": "issue:25303", + "right": "issue:42446", + "accept": false, + "reason": "One is missing verbose output for skill-triggered exec calls, the other leaks tool/file-write output into chat; opposite symptoms and different handling paths." + }, + { + "left": "issue:28077", + "right": "issue:31442", + "accept": false, + "reason": "Generic installation error is not the same as a version stamp showing an older build." + }, + { + "left": "issue:50982", + "right": "issue:65808", + "accept": false, + "reason": "Telegram topic/thread-id support and Telegram reaction behavior are separate feature areas." + }, + { + "left": "issue:30247", + "right": "issue:31098", + "accept": false, + "reason": "Feishu WebSocket client.on failure and Telegram botToken misread are unrelated integration bugs." + }, + { + "left": "issue:57256", + "right": "issue:67136", + "accept": false, + "reason": "False unavailable-memory status and false successful file write are different subsystems and failure modes." + }, + { + "left": "issue:50253", + "right": "issue:53623", + "accept": false, + "reason": "IPv6 LAN binding and Weixin voice-message support are unrelated features." + }, + { + "left": "issue:55059", + "right": "issue:68665", + "accept": false, + "reason": "OpenAI-chat API type support and Signal quote replies are unrelated feature requests." + }, + { + "left": "issue:62958", + "right": "issue:68662", + "accept": false, + "reason": "Both involve Ollama hangs, but one is agent-only on macOS while the other is a gateway-first-request stall for a specific model; not enough to call them the same bug." + }, + { + "left": "issue:66082", + "right": "issue:66872", + "accept": false, + "reason": "Memory-wiki export counting and Codex-provider status reporting are different status/accounting bugs." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 130, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:30917", + "issue:32812", + "issue:33358", + "issue:35072", + "issue:35297", + "issue:35300", + "issue:45064", + "issue:52286", + "issue:53318", + "issue:53666", + "issue:53863", + "issue:53864", + "issue:54014", + "issue:56854", + "issue:63157", + "issue:63569", + "issue:63877", + "issue:63883", + "issue:64009", + "issue:64251", + "issue:64381", + "issue:64395", + "issue:64418", + "issue:64510", + "issue:64595", + "issue:64707", + "issue:64856", + "issue:65064", + "issue:65225", + "issue:65430", + "issue:65515", + "issue:65742", + "issue:65843", + "issue:65976", + "issue:66020", + "issue:66153", + "issue:66766", + "issue:66856", + "issue:67088", + "issue:67102", + "issue:67286", + "issue:67406", + "issue:67919", + "issue:67989", + "issue:68172", + "issue:68378", + "issue:68451", + "issue:68587" + ], + "soft_pairs": [ + "issue:67406|issue:68172", + "issue:64381|issue:65064", + "issue:64009|issue:64418", + "issue:67102|issue:67989", + "issue:30917|issue:54014", + "issue:63883|issue:64707", + "issue:32812|issue:35297", + "issue:63157|issue:67919", + "issue:35072|issue:56854", + "issue:63877|issue:66153", + "issue:35300|issue:68378", + "issue:53864|issue:68587", + "issue:33358|issue:66020", + "issue:53863|issue:63569", + "issue:64395|issue:68451", + "issue:45064|issue:53666", + "issue:64595|issue:64856", + "issue:52286|issue:53318", + "issue:65843|issue:67088", + "issue:64510|issue:65976", + "issue:65225|issue:67286", + "issue:65742|issue:66766", + "issue:64251|issue:65430", + "issue:65515|issue:66856" + ], + "prepared_review_unit_hash": "07c5677284d61e508ab5c6166b51bdc5f069cbb7de2255f74bd971442d2d8c15", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 34968, + "estimated_input_tokens": 8742, + "estimated_eval_tokens": 17740 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Most items are unrelated bugs across different subsystems. One soft duplicate stands out in Control UI tools-saving behavior; the rest are too semantically distant to merge safely.", + "confidence": 0.78, + "canonical_issue_reason": "Issue 35297 is the clearest representative of the Control UI tools-save persistence bug, and it subsumes the older/less specific report in 32812.", + "canonical_pr_reason": null, + "best_issue_reason": "35297 is the strongest overall issue to keep as the representative report: specific, actionable, and the only clear near-duplicate in the set.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:67406", + "right": "issue:68172", + "accept": false, + "reason": "Both are vision/model errors, but they involve different providers and failure modes; not the same concrete bug." + }, + { + "left": "issue:64381", + "right": "issue:65064", + "accept": false, + "reason": "Both mention plugin startup/loading, but one excludes memory-kind plugins while the other re-imports unrelated plugins; different code paths." + }, + { + "left": "issue:64009", + "right": "issue:64418", + "accept": false, + "reason": "Different subsystems and symptoms: Slack socket health restarts vs repeated image resizing in context." + }, + { + "left": "issue:67102", + "right": "issue:67989", + "accept": false, + "reason": "Both involve OpenRouter, but one is a tool-call issue and the other is model routing; not the same bug." + }, + { + "left": "issue:30917", + "right": "issue:54014", + "accept": false, + "reason": "Telegram model failure and OPENCLAW_HOME path handling are unrelated." + }, + { + "left": "issue:63883", + "right": "issue:64707", + "accept": false, + "reason": "Different issues in different areas: group policy allowlist vs Feishu account auto-creation on restart." + }, + { + "left": "issue:32812", + "right": "issue:35297", + "accept": true, + "reason": "Same Control UI tools-save problem: toggles cannot be saved/persist, with only environment-specific wording differences." + }, + { + "left": "issue:63157", + "right": "issue:67919", + "accept": false, + "reason": "Both are memory-wiki bridge issues, but one is restore/capability loss and the other is CLI plugin loading; not clearly the same bug." + }, + { + "left": "issue:35072", + "right": "issue:56854", + "accept": false, + "reason": "Both mention health monitors, but one is repeated restarts during idle and the other is a crash on stale-socket restart; too different." + }, + { + "left": "issue:63877", + "right": "issue:66153", + "accept": false, + "reason": "Firecrawl HTTP handling and WhatsApp self-mode/Meta AI chat are unrelated." + }, + { + "left": "issue:35300", + "right": "issue:68378", + "accept": false, + "reason": "Both are message-routing bugs, but they affect different channels and directions; not the same underlying issue." + }, + { + "left": "issue:53864", + "right": "issue:68587", + "accept": false, + "reason": "MCP server startup availability and tools/list notification framing are different MCP failures." + }, + { + "left": "issue:33358", + "right": "issue:66020", + "accept": false, + "reason": "Both involve media paths, but Telegram local-path access and QQ bot mirroring are different behaviors and fixes." + }, + { + "left": "issue:53863", + "right": "issue:63569", + "accept": false, + "reason": "One is missing control-ui assets in the npm package; the other is missing qa/scenarios files for cache generation." + }, + { + "left": "issue:64395", + "right": "issue:68451", + "accept": false, + "reason": "Weixin message throttling and a sidecar killing the gateway are unrelated." + }, + { + "left": "issue:45064", + "right": "issue:53666", + "accept": false, + "reason": "Memory leak/OOM on commands and memory index showing 0 chunks are different regressions." + }, + { + "left": "issue:64595", + "right": "issue:64856", + "accept": false, + "reason": "Both are about repeated cron/dreaming behavior, but the mechanisms differ: token not consumed vs heartbeat/main-session drain mismatch." + }, + { + "left": "issue:52286", + "right": "issue:53318", + "accept": false, + "reason": "Telegram file delivery into DM vs Feishu schema/card incompatibility are separate message-tool bugs." + }, + { + "left": "issue:65843", + "right": "issue:67088", + "accept": false, + "reason": "ACP server pairing failure and macOS GUI detection with SSH env vars are unrelated." + }, + { + "left": "issue:64510", + "right": "issue:65976", + "accept": false, + "reason": "Both touch memory-wiki bridge mode, but one is zero artifacts from a restore bug and the other is zero public artifacts/page removal; not the same code path." + }, + { + "left": "issue:65225", + "right": "issue:67286", + "accept": false, + "reason": "Both concern isolated cron sessions, but one is stuck running and the other silently fails when exec is blocked; not clearly one bug." + }, + { + "left": "issue:65742", + "right": "issue:66766", + "accept": false, + "reason": "PDF custom-provider model lookup and Anthropic context-limit display are different model metadata issues." + }, + { + "left": "issue:64251", + "right": "issue:65430", + "accept": false, + "reason": "CLI-backed follow-up model failure and BlueBubbles inbound image webhook ingestion are unrelated." + }, + { + "left": "issue:65515", + "right": "issue:66856", + "accept": false, + "reason": "Both are status/warning issues, but one is a false provenance warning and the other is a spurious empty-allow-list warning; different checks." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The evaluation is grounded in the packet and the conservative stance on the non-matching pairs is appropriate. The only accepted soft pair, 32812/35297, is well-supported by the titles as the same Control UI tools save/persistence bug. The summary does not overstate the evidence." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 131, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:24662", + "issue:27804", + "issue:32533", + "issue:32665", + "issue:32807", + "issue:33527", + "issue:34353", + "issue:34652", + "issue:36229", + "issue:40343", + "issue:43177", + "issue:51244", + "issue:52405", + "issue:53523", + "issue:53831", + "issue:53871", + "issue:57033", + "issue:57099", + "issue:61455", + "issue:62579", + "issue:62958", + "issue:63124", + "issue:63566", + "issue:63771", + "issue:64036", + "issue:64117", + "issue:64250", + "issue:64274", + "issue:64476", + "issue:64698", + "issue:64814", + "issue:64840", + "issue:64955", + "issue:65448", + "issue:65465", + "issue:65603", + "issue:65721", + "issue:65728", + "issue:65861", + "issue:65908", + "issue:66153", + "issue:66972", + "issue:66973", + "issue:67216", + "issue:67357", + "issue:67624", + "issue:67786", + "issue:68021" + ], + "soft_pairs": [ + "issue:53523|issue:53831", + "issue:66972|issue:66973", + "issue:43177|issue:51244", + "issue:63771|issue:64117", + "issue:57033|issue:65448", + "issue:52405|issue:64955", + "issue:53871|issue:57099", + "issue:24662|issue:68021", + "issue:27804|issue:36229", + "issue:34652|issue:64814", + "issue:61455|issue:64476", + "issue:62958|issue:65465", + "issue:64250|issue:65728", + "issue:63124|issue:63566", + "issue:64036|issue:67357", + "issue:65603|issue:67624", + "issue:65721|issue:66153", + "issue:64274|issue:65861", + "issue:67216|issue:67786", + "issue:32807|issue:33527", + "issue:34353|issue:64698", + "issue:62579|issue:65908", + "issue:32533|issue:64840", + "issue:32665|issue:40343" + ], + "prepared_review_unit_hash": "99dfb1d3427634a1bdc87c878f4078c41e78caa10e813ad8551011e124748f85", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 35047, + "estimated_input_tokens": 8762, + "estimated_eval_tokens": 17780 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Mostly heterogeneous issue set, not a single duplicate cluster. I accepted only the clearest same-bug pairs: voice-call EADDRINUSE, CLI SIGKILL regression, and QMD memory collection naming. All other soft edges look like related areas at best, not the same underlying bug.", + "confidence": 0.9, + "canonical_issue_reason": "No single canonical issue stands out because the items span unrelated bugs across webchat, Telegram, Discord, memory, provider fallback, cron, and exec/runtime paths; only a few tight duplicate pairs exist.", + "canonical_pr_reason": null, + "best_issue_reason": "No global best issue is a strong representative for the whole set for the same reason: the cluster is heterogeneous rather than one underlying defect.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:53523", + "right": "issue:53831", + "accept": false, + "reason": "Different products/surfaces: Matrix gateway core dump vs Discord module startup failure." + }, + { + "left": "issue:66972", + "right": "issue:66973", + "accept": false, + "reason": "Both involve sessions, but one is `/new` blocked by a stale ACP session and the other is `sessions_spawn` defaulting to persistent bindings." + }, + { + "left": "issue:43177", + "right": "issue:51244", + "accept": false, + "reason": "Telegram delivery flag bug vs webchat announce/channel lookup failure." + }, + { + "left": "issue:63771", + "right": "issue:64117", + "accept": true, + "reason": "Same voice-call EADDRINUSE double-bind symptom; 63771 gives the specific outbound-path root cause, while 64117 is the generic CLI/tool manifestation." + }, + { + "left": "issue:57033", + "right": "issue:65448", + "accept": false, + "reason": "Both are Gemini-related, but one is an invalid `store` field causing 400s and the other is intermittent empty output from direct Vertex." + }, + { + "left": "issue:52405", + "right": "issue:64955", + "accept": false, + "reason": "Unrelated exec cwd approval error vs xAI SecretRef resolution failure." + }, + { + "left": "issue:53871", + "right": "issue:57099", + "accept": false, + "reason": "Telegram upgrade configuration regression vs Ollama provider registration failure." + }, + { + "left": "issue:24662", + "right": "issue:68021", + "accept": false, + "reason": "Both are webchat image issues, but one is paste-to-agent and the other is upload POST/metadata failure; not proven to be the same path." + }, + { + "left": "issue:27804", + "right": "issue:36229", + "accept": false, + "reason": "Both mention compaction, but one breaks tool_use/tool_result pairing and the other corrupts thinking block signatures." + }, + { + "left": "issue:34652", + "right": "issue:64814", + "accept": false, + "reason": "Cron scheduling null wake time vs pluginConfig null in extension register()." + }, + { + "left": "issue:61455", + "right": "issue:64476", + "accept": false, + "reason": "Generic tool timeout issue vs Windows local gateway RPC/timeouts." + }, + { + "left": "issue:62958", + "right": "issue:65465", + "accept": false, + "reason": "Both touch local Ollama, but one is macOS agent hanging and the other is compaction reserve precheck ignoring config." + }, + { + "left": "issue:64250", + "right": "issue:65728", + "accept": false, + "reason": "Conversation context limit reset vs gateway startup unauthorized." + }, + { + "left": "issue:63124", + "right": "issue:63566", + "accept": true, + "reason": "Same SIGKILL-on-CLI-subcommand regression; 63566 is the Windows 11/global manifestation of 63124's exec-tool symptom." + }, + { + "left": "issue:64036", + "right": "issue:67357", + "accept": false, + "reason": "Chunk trailing-whitespace formatting bug vs Discord file sending bugs." + }, + { + "left": "issue:65603", + "right": "issue:67624", + "accept": false, + "reason": "Azure Foundry schema rejection vs gpt-5.4 HTML payload/hanging." + }, + { + "left": "issue:65721", + "right": "issue:66153", + "accept": false, + "reason": "Configuration self-destruction vs WhatsApp self mode/Meta AI interference." + }, + { + "left": "issue:64274", + "right": "issue:65861", + "accept": false, + "reason": "MiniMax auth resolution bug vs labeler path typo." + }, + { + "left": "issue:67216", + "right": "issue:67786", + "accept": false, + "reason": "Google Generative AI SSRF gating vs Google Chat webhook 401." + }, + { + "left": "issue:32807", + "right": "issue:33527", + "accept": false, + "reason": "Both mention missing tools, but one is browser relay session capability and the other is systemPromptReport/tool schema reporting." + }, + { + "left": "issue:34353", + "right": "issue:64698", + "accept": false, + "reason": "Discord requireMention vs Telegram requireMention; different channel implementations." + }, + { + "left": "issue:62579", + "right": "issue:65908", + "accept": true, + "reason": "Same stale/mismatched QMD collection naming problem; both describe creating/querying different memory collection names and falling back incorrectly." + }, + { + "left": "issue:32533", + "right": "issue:64840", + "accept": false, + "reason": "Both are fallback failures, but one is provider escalation on overload and the other is model_not_supported handling." + }, + { + "left": "issue:32665", + "right": "issue:40343", + "accept": false, + "reason": "Telegram-related but different bugs: cleanup delay on streamed messages vs auto-compaction deleting delivered messages." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet and stays conservative overall. The three accepted soft edges are plausibly the same-bug pairs and look mergeable into single fixes: the voice-call EADDRINUSE reports, the SIGKILL-on-CLI regression, and the QMD memory collection name mismatch. The other pair rejections are cautious and consistent with the issue titles and descriptions. No major overstatement detected." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 132, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:19598", + "issue:30308", + "issue:32189", + "issue:32892", + "issue:33263", + "issue:33880", + "issue:34324", + "issue:34378", + "issue:34537", + "issue:35227", + "issue:35656", + "issue:36057", + "issue:36830", + "issue:43305", + "issue:49071", + "issue:50017", + "issue:51357", + "issue:51505", + "issue:51716", + "issue:52511", + "issue:53430", + "issue:53959", + "issue:57066", + "issue:57574", + "issue:59162", + "issue:62296", + "issue:63175", + "issue:63428", + "issue:63486", + "issue:63706", + "issue:63743", + "issue:64274", + "issue:64464", + "issue:64798", + "issue:64866", + "issue:65112", + "issue:65553", + "issue:65613", + "issue:65742", + "issue:65747", + "issue:66161", + "issue:67092", + "issue:67114", + "issue:67136", + "issue:67355", + "issue:68185", + "issue:68508", + "issue:68634" + ], + "soft_pairs": [ + "issue:51505|issue:65747", + "issue:33263|issue:68508", + "issue:32189|issue:64274", + "issue:34537|issue:67092", + "issue:65553|issue:67114", + "issue:57066|issue:68185", + "issue:30308|issue:35656", + "issue:53430|issue:53959", + "issue:62296|issue:63428", + "issue:36830|issue:63706", + "issue:65112|issue:66161", + "issue:51357|issue:63175", + "issue:65613|issue:67355", + "issue:59162|issue:68634", + "issue:33880|issue:51716", + "issue:36057|issue:65742", + "issue:19598|issue:63743", + "issue:32892|issue:64798", + "issue:34324|issue:34378", + "issue:35227|issue:63486", + "issue:43305|issue:50017", + "issue:49071|issue:67136", + "issue:52511|issue:64464", + "issue:57574|issue:64866" + ], + "prepared_review_unit_hash": "d871e73f7e3d2c6a5ad8ce07bf2849dade52f9d933a1690a5444ab3ad82c0323", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 35127, + "estimated_input_tokens": 8782, + "estimated_eval_tokens": 17820 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This cluster is mostly a set of unrelated issues; the soft similarity links are largely false positives. The only clear duplicate-style matches are two Telegram message-leak/routing bugs and two WebChat routing bugs. No single canonical issue cleanly represents the whole cluster.", + "confidence": 0.97, + "canonical_issue_reason": "No safe canonical issue: the cluster is heterogeneous, spanning unrelated bugs/features across chat integrations, CLI, auth, browser control, and model routing.", + "canonical_pr_reason": null, + "best_issue_reason": "No global best issue for deduping this cluster; even the closest candidates only cover narrow subgroups (Telegram leakage or WebChat routing).", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:51505", + "right": "issue:65747", + "accept": false, + "reason": "Different bugs: WebSocket thinking-stream forwarding vs DingTalk/official plugin stream-mode connection failure." + }, + { + "left": "issue:33263", + "right": "issue:68508", + "accept": false, + "reason": "Both mention transcript leakage, but one is duplicate assistant replies via delivery-mirror and the other is system-event leakage after async exec; not the same concrete bug." + }, + { + "left": "issue:32189", + "right": "issue:64274", + "accept": false, + "reason": "Discord wrong model label is unrelated to MiniMax auth-profile resolution." + }, + { + "left": "issue:34537", + "right": "issue:67092", + "accept": false, + "reason": "Both involve reasoning tags, but one is missing visible output when is absent and the other is leaked text from malformed content; different failure modes." + }, + { + "left": "issue:65553", + "right": "issue:67114", + "accept": false, + "reason": "Different commands/platforms: memory CLI hang on arm64/QMD vs status/health hang on Windows after restart." + }, + { + "left": "issue:57066", + "right": "issue:68185", + "accept": false, + "reason": "OpenRouter alias resolution and incomplete turn payloads are separate code paths and symptoms." + }, + { + "left": "issue:30308", + "right": "issue:35656", + "accept": false, + "reason": "Feishu message-format break is unrelated to Feishu log refresh frequency." + }, + { + "left": "issue:53430", + "right": "issue:53959", + "accept": false, + "reason": "Styling regressions and model tool-execution failures are unrelated." + }, + { + "left": "issue:62296", + "right": "issue:63428", + "accept": false, + "reason": "Both are about memory-core dreaming cron, but one is a missing hook trigger and the other is a startup registration race; not enough to treat as the same bug." + }, + { + "left": "issue:36830", + "right": "issue:63706", + "accept": false, + "reason": "TUI keyboard handling and Discord voice-note handling are unrelated." + }, + { + "left": "issue:65112", + "right": "issue:66161", + "accept": true, + "reason": "Both describe Telegram leaking internal commentary/scratch text into user-visible chat; same underlying filtering/routing bug." + }, + { + "left": "issue:51357", + "right": "issue:63175", + "accept": false, + "reason": "Both are timeouts, but probe false-negative timeout and Ollama 60s timeout are different operations and root causes." + }, + { + "left": "issue:65613", + "right": "issue:67355", + "accept": false, + "reason": "Discord stale-socket restarts are unrelated to a generic \"check health pending\" report." + }, + { + "left": "issue:59162", + "right": "issue:68634", + "accept": false, + "reason": "Both mention approvals, but one is expired/unknown approval IDs after creation and the other is repeated scope-upgrade/pairing-required pending approvals; not the same concrete bug." + }, + { + "left": "issue:33880", + "right": "issue:51716", + "accept": false, + "reason": "WhatsApp session spawning and Signal SSE fetch failures are unrelated channel-specific bugs." + }, + { + "left": "issue:36057", + "right": "issue:65742", + "accept": false, + "reason": "Tool-choice loss on streamSimple and pdf-tool unknown-model resolution are different provider bugs." + }, + { + "left": "issue:19598", + "right": "issue:63743", + "accept": false, + "reason": "Slack thread support feature request is unrelated to IPv6 listener support." + }, + { + "left": "issue:32892", + "right": "issue:64798", + "accept": false, + "reason": "OpenAI Codex provider-plugin login failure is unrelated to the \"No plugin updates needed\" issue." + }, + { + "left": "issue:34324", + "right": "issue:34378", + "accept": true, + "reason": "Both are WebChat reply-routing bugs where assistant replies are delivered/broadcast to the wrong destinations instead of only the source chat." + }, + { + "left": "issue:35227", + "right": "issue:63486", + "accept": false, + "reason": "Large-model unresponsive/saved-messages issue is unrelated to Matrix interaction unresponsiveness." + }, + { + "left": "issue:43305", + "right": "issue:50017", + "accept": false, + "reason": "Invalid input ID after tool calls/session startup is unrelated to automatic model fallback surfacing HTTP 400." + }, + { + "left": "issue:49071", + "right": "issue:67136", + "accept": false, + "reason": "Duplicate workspaces in Feishu switching is unrelated to the write tool falsely reporting success." + }, + { + "left": "issue:52511", + "right": "issue:64464", + "accept": false, + "reason": "Control UI permission loss is unrelated to Chrome launch failing without DISPLAY." + }, + { + "left": "issue:57574", + "right": "issue:64866", + "accept": false, + "reason": "Adding MiniMax image-generation support is unrelated to OAuth VLM image-understanding not working." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet and stays conservative. The two accepted soft matches are supported by the issue titles/descriptions as closely related leak/routing bugs in Telegram and WebChat, and the rejected pairs do not appear to be the same concrete bug from the available evidence. The heterogeneous-cluster conclusion is reasonable." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 133, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:25592", + "issue:28423", + "issue:29678", + "issue:31246", + "issue:32808", + "issue:32871", + "issue:32933", + "issue:33534", + "issue:34776", + "issue:37198", + "issue:37548", + "issue:45096", + "issue:48479", + "issue:50129", + "issue:51505", + "issue:52328", + "issue:53431", + "issue:53705", + "issue:53858", + "issue:53878", + "issue:53949", + "issue:53956", + "issue:54069", + "issue:54253", + "issue:57033", + "issue:59228", + "issue:62783", + "issue:62967", + "issue:63449", + "issue:64070", + "issue:64409", + "issue:65191", + "issue:65565", + "issue:65581", + "issue:65844", + "issue:66046", + "issue:66088", + "issue:66254", + "issue:66391", + "issue:66507", + "issue:66619", + "issue:67132", + "issue:67366", + "issue:67435", + "issue:68471", + "issue:68674", + "issue:68760" + ], + "soft_pairs": [ + "issue:64070|issue:66088", + "issue:65844|issue:68674", + "issue:66619|issue:67366", + "issue:65581|issue:68471", + "issue:63449|issue:64409", + "issue:51505|issue:53431", + "issue:65191|issue:66254", + "issue:32933|issue:34776", + "issue:53858|issue:54069", + "issue:37548|issue:66507", + "issue:50129|issue:53949", + "issue:62783|issue:66046", + "issue:31246|issue:59228", + "issue:32808|issue:54253", + "issue:32871|issue:62967", + "issue:28423|issue:53878", + "issue:33534|issue:53705", + "issue:48479|issue:57033", + "issue:52328|issue:65565", + "issue:29678|issue:53956", + "issue:66391|issue:67435", + "issue:25592|issue:67132", + "issue:37198|issue:68760", + "issue:45096|issue:54253" + ], + "prepared_review_unit_hash": "79281d3691933533ce1cb52fc65c7eb19008e72cc736091cb2547944a97bdd01", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 24, + "serialized_chars": 34715, + "estimated_input_tokens": 8679, + "estimated_eval_tokens": 17614 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This cluster is mostly heterogeneous: the soft edges are largely superficial overlaps in subsystem or wording, not the same underlying bug. The only clearly duplicate-like theme in the broader set is the tool-call narration/text leaking into messaging channels, centered on issue 25592, but that exact pair is not among the provided soft edges.", + "confidence": 0.88, + "canonical_issue_reason": "Issue 25592 is the broadest, most central statement of the shared symptom (assistant/tool-call text leaking into messaging channels) and best represents the closest duplicate theme in the cluster.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 25592 is the best representative issue because it describes the most general user-facing failure and aligns with the nearest related report in the set (channel-specific leakage).", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:64070", + "right": "issue:66088", + "accept": false, + "reason": "Both touch Discord/doctor validation, but one is a missing bundled runtime dep on ARM64 and the other is a false missing-token check in multi-account config; different bugs." + }, + { + "left": "issue:65844", + "right": "issue:68674", + "accept": false, + "reason": "Both mention session/profile behavior, but one is auth-profile collapse and the other is dreaming session creation for the main agent only; not the same code-path failure." + }, + { + "left": "issue:66619", + "right": "issue:67366", + "accept": false, + "reason": "Both are Telegram onboarding crashes, but the symptoms and triggers differ (setup trim error vs replacing token during onboard); too likely separate defects." + }, + { + "left": "issue:65581", + "right": "issue:68471", + "accept": false, + "reason": "Duplicate Discord messages versus periodic session reset on heartbeat are unrelated behaviors; same product area only." + }, + { + "left": "issue:63449", + "right": "issue:64409", + "accept": false, + "reason": "Both involve memory-core dreaming, but one is a lost cron job after gateway restart and the other is config resolution returning enabled=false; different underlying problems." + }, + { + "left": "issue:51505", + "right": "issue:53431", + "accept": false, + "reason": "Both concern event delivery in messaging/websocket flows, but one is missing thinking streams and the other is Feishu receiving failures; not the same bug." + }, + { + "left": "issue:65191", + "right": "issue:66254", + "accept": false, + "reason": "Both are initialization/config complaints, but one is plugin startup before config load and the other is a WeCom channel setup/status mismatch; no concrete shared failure." + }, + { + "left": "issue:32933", + "right": "issue:34776", + "accept": false, + "reason": "One is gateway restart losing exec result, the other is unauthorized Discord slash commands timing out silently; same timeout wording but different paths." + }, + { + "left": "issue:53858", + "right": "issue:54069", + "accept": false, + "reason": "Both describe provider/channel stoppage, but one is a Nostr restart loop and the other is Matrix dispatch stopping after hot-reload; different subsystems and triggers." + }, + { + "left": "issue:37548", + "right": "issue:66507", + "accept": false, + "reason": "Both mention channel/plugin/session duplication, but one is a duplicate plugin-id warning and the other is shared sessions across WeChat/Feishu; not the same bug." + }, + { + "left": "issue:50129", + "right": "issue:53949", + "accept": false, + "reason": "Both are Telegram/Slack attachment handling issues, but one is DM file drops in Slack and the other is Telegram image download failure; different connectors and symptoms." + }, + { + "left": "issue:62783", + "right": "issue:66046", + "accept": false, + "reason": "Both are auth failures, but one is isolated cron OpenRouter 401 and the other is google-vertex 401 regression; distinct providers and causes." + }, + { + "left": "issue:31246", + "right": "issue:59228", + "accept": false, + "reason": "Both affect Discord slash-command handling, but one blocks interaction resolution and the other strips arguments during routing; related area, not same concrete bug." + }, + { + "left": "issue:32808", + "right": "issue:54253", + "accept": false, + "reason": "Both are startup/LLM request failures, but one is WSL2 Feishu channel add failure and the other is RISC-V64 LLM request failure; unrelated root causes." + }, + { + "left": "issue:32871", + "right": "issue:62967", + "accept": false, + "reason": "Both are model/provider API-format errors, but one is input_text vs output_text on routellm/gpt-5 and the other is reasoning_effort unsupported on gpt-5-mini; different incompatibilities." + }, + { + "left": "issue:28423", + "right": "issue:53878", + "accept": false, + "reason": "Both are macOS LaunchAgent issues, but one is a stale entrypoint after update and the other is stop/start recovery failure after gateway stop; close area, different bug." + }, + { + "left": "issue:33534", + "right": "issue:53705", + "accept": false, + "reason": "Control UI display-name mismatch is unrelated to force-deleting shared workspace files; only superficial admin/UX overlap." + }, + { + "left": "issue:48479", + "right": "issue:57033", + "accept": false, + "reason": "Both concern Google provider request/auth behavior, but one is auth method selection for Gemini 3.x and the other is an illegal OpenAI-specific store field; different request-shaping bugs." + }, + { + "left": "issue:52328", + "right": "issue:65565", + "accept": false, + "reason": "One is missing extension enablement guidance for Telegram, the other is dashboard default-agent config validation; no shared underlying defect." + }, + { + "left": "issue:29678", + "right": "issue:53956", + "accept": false, + "reason": "Both mention thinking/reasoning visibility, but one is WhatsApp reasoning blocks not shown and the other is MiniMax tag parsing leaking thinking to users; opposite symptoms and likely different fixes." + }, + { + "left": "issue:66391", + "right": "issue:67435", + "accept": false, + "reason": "Both involve Ollama/local model handling, but one is a missing session ID during tool calls and the other is an incorrect ollama/ model prefix causing 404; separate concrete failures." + }, + { + "left": "issue:25592", + "right": "issue:67132", + "accept": false, + "reason": "This is the closest thematic pair in the set, but it is not one of the provided soft edges; included here only to note the broader duplicate theme exists elsewhere." + }, + { + "left": "issue:37198", + "right": "issue:68760", + "accept": false, + "reason": "Both reference cron/gateway delivery behavior, but one is an infinite restart loop after manual trigger and the other is delivery channel reverting to last after execution; different state-machine bugs." + }, + { + "left": "issue:45096", + "right": "issue:54253", + "accept": false, + "reason": "Both are about LLM tracing or requests, but one is missing OTEL LLM spans and the other is an outright LLM request failure on RISC-V64; not the same issue." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 134, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:31096", + "issue:31231", + "issue:31487", + "issue:31544", + "issue:32678", + "issue:32682", + "issue:33179", + "issue:33943", + "issue:46748", + "issue:48479", + "issue:50387", + "issue:51569", + "issue:51780", + "issue:52934", + "issue:53231", + "issue:53354", + "issue:53755", + "issue:53798", + "issue:53870", + "issue:53926", + "issue:55276", + "issue:60004", + "issue:62396", + "issue:63486", + "issue:63601", + "issue:63819", + "issue:64710", + "issue:64750", + "issue:65191", + "issue:65225", + "issue:65297", + "issue:65514", + "issue:65517", + "issue:65908", + "issue:65920", + "issue:66008", + "issue:66769", + "issue:66981", + "issue:67019", + "issue:67100", + "issue:67414", + "issue:67546", + "issue:67602", + "issue:67803", + "issue:68470", + "issue:68653", + "issue:68788", + "issue:7468" + ], + "soft_pairs": [ + "issue:53231|issue:65908", + "issue:65225|issue:67602", + "issue:67100|issue:67546", + "issue:64710|issue:66981", + "issue:66008|issue:68788", + "issue:33179|issue:67414", + "issue:62396|issue:65191", + "issue:31544|issue:48479", + "issue:64750|issue:65297", + "issue:31231|issue:60004", + "issue:50387|issue:7468", + "issue:31096|issue:33943", + "issue:32682|issue:52934", + "issue:65920|issue:68653", + "issue:31487|issue:46748", + "issue:51780|issue:63819", + "issue:53870|issue:63486", + "issue:53926|issue:66769", + "issue:55276|issue:67019", + "issue:51569|issue:53755", + "issue:65514|issue:68470", + "issue:65517|issue:67803", + "issue:32678|issue:63601", + "issue:53354|issue:53798" + ], + "prepared_review_unit_hash": "56e3f1a2c78c8c8a25d6ff91c25580a00399d446006eb38214f6abae36b243eb", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 34921, + "estimated_input_tokens": 8731, + "estimated_eval_tokens": 17718 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Mostly a noisy mixed cluster with several unrelated issues. A few soft pairs do look like true duplicates or near-duplicates within the same concrete bug, especially the Control UI image-history reprocessing, running-status stuck, timezone/log display, and model-catalog overwrite cases.", + "confidence": 0.63, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": "issue:67414 is the strongest single issue candidate: it is detailed, open, and most completely describes the Control UI image-history bug that overlaps closely with 33179.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:53231", + "right": "issue:65908", + "accept": false, + "reason": "Both are memory/search-related, but they describe different symptoms and likely different root causes: scope-denied search vs stale collection targeting." + }, + { + "left": "issue:65225", + "right": "issue:67602", + "accept": false, + "reason": "Unrelated cron failures: one is a stuck isolated session, the other is Slack channel delivery validation/unsupported channel." + }, + { + "left": "issue:67100", + "right": "issue:67546", + "accept": false, + "reason": "67546 is a vague onboard bug wrapper; it does not clearly match the undefined-trim channel-selection TypeError." + }, + { + "left": "issue:64710", + "right": "issue:66981", + "accept": false, + "reason": "Different subsystems and failure modes: Ollama agent timeout vs browser/gateway timeout." + }, + { + "left": "issue:66008", + "right": "issue:68788", + "accept": false, + "reason": "One is log formatting/spacing, the other is a Windows spawn allowlist ENOENT problem; not the same bug." + }, + { + "left": "issue:33179", + "right": "issue:67414", + "accept": true, + "reason": "Both report the same Control UI history-load image reprocessing problem; 67414 adds the blank-preview symptom but shares the same underlying history handling bug." + }, + { + "left": "issue:62396", + "right": "issue:65191", + "accept": false, + "reason": "Both mention config, but one is schema validation always failing while the other is plugin startup before config load; different code paths." + }, + { + "left": "issue:31544", + "right": "issue:48479", + "accept": false, + "reason": "Both touch auth/model selection, but one is a UX warning about missing API key while the other is a Google Vertex auth-mode bug." + }, + { + "left": "issue:64750", + "right": "issue:65297", + "accept": false, + "reason": "Same channel family, but different transports and symptoms: WhatsApp drops attachments, Telegram drops image media." + }, + { + "left": "issue:31231", + "right": "issue:60004", + "accept": false, + "reason": "Both are plugin load issues from missing dependencies, but for different plugins and packages; not the same concrete bug." + }, + { + "left": "issue:50387", + "right": "issue:7468", + "accept": false, + "reason": "Related feature area, but task-based routing and context-size routing are distinct requests with different logic." + }, + { + "left": "issue:31096", + "right": "issue:33943", + "accept": false, + "reason": "Different chat integrations and behaviors: Telegram 403 send failure vs Feishu regular-message no response." + }, + { + "left": "issue:32682", + "right": "issue:52934", + "accept": false, + "reason": "Gateway HTTP routing regression vs plugin-change security concern; no shared underlying bug." + }, + { + "left": "issue:65920", + "right": "issue:68653", + "accept": true, + "reason": "Both describe the same class of bug: existing model entries/catalog data being overwritten instead of merged/preserved." + }, + { + "left": "issue:31487", + "right": "issue:46748", + "accept": true, + "reason": "These point to the same log-timezone problem: logs showing UTC/local-time mismatch and the need for configurable log timezone handling." + }, + { + "left": "issue:51780", + "right": "issue:63819", + "accept": true, + "reason": "Both describe the session/status lifecycle getting stuck in a running state after completion; same underlying completion-state bug." + }, + { + "left": "issue:53870", + "right": "issue:63486", + "accept": false, + "reason": "Completely unrelated: package security-scan delay vs Matrix interaction unresponsive." + }, + { + "left": "issue:53926", + "right": "issue:66769", + "accept": false, + "reason": "Both are secrets-related, but one is environment-file handling and the other is secret leakage in gateway responses; different defects." + }, + { + "left": "issue:55276", + "right": "issue:67019", + "accept": false, + "reason": "Shared word 'garbled' but different phenomena: corrupted file paths vs garbled model output text." + }, + { + "left": "issue:51569", + "right": "issue:53755", + "accept": false, + "reason": "OAuth proxy handling and model-catalog exposure are separate OpenAI Codex issues with different fixes." + }, + { + "left": "issue:65514", + "right": "issue:68470", + "accept": false, + "reason": "Both involve MiniMax compaction accounting, but one skips compaction while the other triggers it too early; likely distinct bugs." + }, + { + "left": "issue:65517", + "right": "issue:67803", + "accept": false, + "reason": "Different agent-lifecycle problems: Telegram polling starvation vs Codex harness staying active after response." + }, + { + "left": "issue:32678", + "right": "issue:63601", + "accept": false, + "reason": "The first is a Feishu binding/config routing bug; the second is too vague and does not match the same behavior." + }, + { + "left": "issue:53354", + "right": "issue:53798", + "accept": false, + "reason": "Unrelated: WebSocket slash-command interception vs Feishu voice duration metadata." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet and stays conservative overall. The accepted soft pairs all have direct title-level overlap that plausibly indicates the same bug class (Control UI image history, running-status stuck, log timezone display, and model-catalog overwrite). The rejected pairs are also reasonably cautious and not overstated. No mergeability issues apply here since these are issue pairs, not PR pairs." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 135, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:25663", + "issue:26466", + "issue:30818", + "issue:31544", + "issue:33758", + "issue:34537", + "issue:35275", + "issue:44778", + "issue:51175", + "issue:51810", + "issue:52286", + "issue:52324", + "issue:53168", + "issue:53384", + "issue:53488", + "issue:53614", + "issue:53687", + "issue:53857", + "issue:53959", + "issue:54014", + "issue:54131", + "issue:54253", + "issue:62296", + "issue:62505", + "issue:62517", + "issue:62574", + "issue:62672", + "issue:63449", + "issue:63896", + "issue:64296", + "issue:64541", + "issue:64955", + "issue:64978", + "issue:65054", + "issue:65362", + "issue:65424", + "issue:65465", + "issue:65603", + "issue:65760", + "issue:66391", + "issue:66614", + "issue:67435", + "issue:67756", + "issue:68587", + "issue:68662", + "issue:68689", + "issue:68743" + ], + "soft_pairs": [ + "issue:54131|issue:63896", + "issue:62672|issue:65760", + "issue:33758|issue:34537", + "issue:67435|issue:67756", + "issue:53959|issue:68587", + "issue:62505|issue:65362", + "issue:51810|issue:64955", + "issue:52286|issue:62517", + "issue:44778|issue:53168", + "issue:53687|issue:62574", + "issue:54253|issue:65603", + "issue:53384|issue:66614", + "issue:62296|issue:63449", + "issue:26466|issue:68689", + "issue:51175|issue:52324", + "issue:65054|issue:65424", + "issue:31544|issue:54014", + "issue:53857|issue:53959", + "issue:35275|issue:64296", + "issue:53488|issue:53614", + "issue:64978|issue:68743", + "issue:65465|issue:66391", + "issue:64541|issue:68662", + "issue:25663|issue:30818" + ], + "prepared_review_unit_hash": "e2fa7ed818561b7f377213429c9b90a9ba2ccea58790252f628282c26eef9136", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 24, + "serialized_chars": 34532, + "estimated_input_tokens": 8633, + "estimated_eval_tokens": 17522 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This batch is a loose collection of superficially similar but mostly unrelated bug reports. None of the soft pairs look like the same underlying defect, so all soft edges are rejected.", + "confidence": 0.96, + "canonical_issue_reason": "issue:53959 is the best general anchor because it is a detailed, high-signal regression report with the most discussion, but the set does not form one true duplicate cluster.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:53959 has the richest reproduction and highest activity, so it is the strongest standalone issue to triage first, even though it is not a duplicate target for the others.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:54131", + "right": "issue:63896", + "accept": false, + "reason": "Both mention media delivery, but one is WhatsApp outbound media failure and the other is TTS audio being blocked by an allowlist; different code paths." + }, + { + "left": "issue:62672", + "right": "issue:65760", + "accept": false, + "reason": "Both involve fallback handling, but one propagates a 429 to secondary providers while the other drops the original prompt during retry; not the same bug." + }, + { + "left": "issue:33758", + "right": "issue:34537", + "accept": false, + "reason": "Both are TUI display problems, but one is MiniMax streaming not rendering and the other is missing output when is absent; different failure modes." + }, + { + "left": "issue:67435", + "right": "issue:67756", + "accept": false, + "reason": "One is an Ollama model ID prefix causing 404s; the other is cron routing ignoring the prefix and rerouting to OpenAI. Related theme, different defect." + }, + { + "left": "issue:53959", + "right": "issue:68587", + "accept": false, + "reason": "One is tool execution breaking after an update; the other is MCP tools/list being sent as a notification. Different layers and symptoms." + }, + { + "left": "issue:62505", + "right": "issue:65362", + "accept": false, + "reason": "Coding agent completion failure and Ollama local model discovery failure are separate problems, not a shared underlying bug." + }, + { + "left": "issue:51810", + "right": "issue:64955", + "accept": false, + "reason": "Different auth/config paths: Telegram file-based SecretRef regression versus x_search on the canonical xAI path." + }, + { + "left": "issue:52286", + "right": "issue:62517", + "accept": false, + "reason": "Telegram topic/file routing is unrelated to tilde-path handling in edit tool error reporting." + }, + { + "left": "issue:44778", + "right": "issue:53168", + "accept": false, + "reason": "Feishu image path forwarding and a WebSocket handshake timeout are unrelated gateway/connection issues." + }, + { + "left": "issue:53687", + "right": "issue:62574", + "accept": false, + "reason": "One is missing media-understanding provider registration; the other is TTS provider registration. Same broad area, different capability." + }, + { + "left": "issue:54253", + "right": "issue:65603", + "accept": false, + "reason": "RISC-V64 request failure and Azure Foundry schema/tool-payload rejection are different provider/runtime problems." + }, + { + "left": "issue:53384", + "right": "issue:66614", + "accept": false, + "reason": "Both are streaming corruption bugs, but one drops text blocks and the other splits markdown tables; not the same concrete issue." + }, + { + "left": "issue:62296", + "right": "issue:63449", + "accept": false, + "reason": "One cron bug fails to trigger a hook, the other loses the job after gateway restart; different lifecycle defects." + }, + { + "left": "issue:26466", + "right": "issue:68689", + "accept": false, + "reason": "Both involve thinking content leaking, but one is a generic Think-off leak to channel output and the other is a WhatsApp-adapter-specific leak; not enough to merge." + }, + { + "left": "issue:51175", + "right": "issue:52324", + "accept": false, + "reason": "OAuth 403 unsupported_country_region_territory is unrelated to message queue/input buffering while an agent is processing." + }, + { + "left": "issue:65054", + "right": "issue:65424", + "accept": false, + "reason": "MiniMax usage polling using the wrong base URL and image attachments being dropped in chat.send affect different code paths." + }, + { + "left": "issue:31544", + "right": "issue:54014", + "accept": false, + "reason": "A missing API-key warning for model selection and OPENCLAW_HOME path resolution are unrelated configuration issues." + }, + { + "left": "issue:53857", + "right": "issue:53959", + "accept": false, + "reason": "Web search auth config is distinct from a broader tool-execution regression after update." + }, + { + "left": "issue:35275", + "right": "issue:64296", + "accept": false, + "reason": "Feishu persistent-connection callback behavior and WhatsApp Web connection termination are different integration failures." + }, + { + "left": "issue:53488", + "right": "issue:53614", + "accept": false, + "reason": "Custom workspace injection files and subagents loading USER.md are different feature requests, not the same change." + }, + { + "left": "issue:64978", + "right": "issue:68743", + "accept": false, + "reason": "Managed Chrome startup validation and dreaming cron timeout are unrelated timing/lifecycle bugs." + }, + { + "left": "issue:65465", + "right": "issue:66391", + "accept": false, + "reason": "Compaction reserve config being ignored in Ollama is separate from TUI tool calls failing with a missing session ID." + }, + { + "left": "issue:64541", + "right": "issue:68662", + "accept": false, + "reason": "Both mention Ollama slowness/hanging, but one is first heavy-turn latency that improves later and the other is an indefinite gateway hang; not the same concrete bug." + }, + { + "left": "issue:25663", + "right": "issue:30818", + "accept": false, + "reason": "Web UI session timeout and pasted images not reaching the backend are unrelated issues." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 136, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:31273", + "issue:32488", + "issue:32633", + "issue:32808", + "issue:32976", + "issue:33864", + "issue:33880", + "issue:34253", + "issue:35227", + "issue:35522", + "issue:36134", + "issue:37307", + "issue:37546", + "issue:37571", + "issue:50266", + "issue:51056", + "issue:51062", + "issue:51158", + "issue:51593", + "issue:53358", + "issue:53578", + "issue:55272", + "issue:62276", + "issue:63816", + "issue:63991", + "issue:64292", + "issue:64618", + "issue:64633", + "issue:64672", + "issue:64910", + "issue:65553", + "issue:65663", + "issue:65832", + "issue:66082", + "issue:66091", + "issue:66222", + "issue:66288", + "issue:66677", + "issue:67547", + "issue:67646", + "issue:67759", + "issue:67792", + "issue:67797", + "issue:67955", + "issue:67984", + "issue:68163", + "issue:68378", + "issue:68760" + ], + "soft_pairs": [ + "issue:33864|issue:35522", + "issue:32488|issue:63816", + "issue:55272|issue:67547", + "issue:32976|issue:64910", + "issue:32808|issue:66677", + "issue:35227|issue:66288", + "issue:51062|issue:64292", + "issue:31273|issue:63991", + "issue:37571|issue:65832", + "issue:64633|issue:66082", + "issue:34253|issue:68378", + "issue:64618|issue:68760", + "issue:50266|issue:51056", + "issue:53358|issue:65553", + "issue:66091|issue:66222", + "issue:67646|issue:68163", + "issue:33880|issue:51593", + "issue:51158|issue:67955", + "issue:64672|issue:67759", + "issue:32633|issue:65663", + "issue:36134|issue:53578", + "issue:37307|issue:67984", + "issue:37546|issue:62276", + "issue:67792|issue:67797" + ], + "prepared_review_unit_hash": "bbbf0648c4eb03d7df0d2afe4bf16be0e0ea621e2da41cb9d2ec9ff41c5928c3", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 35212, + "estimated_input_tokens": 8803, + "estimated_eval_tokens": 17862 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "No duplicate cluster here: the items span unrelated bugs across sessions, routing, UI, providers, cron, and packaging. All soft pairs are superficial title matches and should be rejected.", + "confidence": 0.97, + "canonical_issue_reason": "No canonical issue: the cluster is too heterogeneous, and none of the soft pairs point to the same underlying defect or fix.", + "canonical_pr_reason": null, + "best_issue_reason": "No single issue is a good global canonical representative because the set is not one bug family; the closest matches still differ in trigger, code path, and expected fix.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:33864", + "right": "issue:35522", + "accept": false, + "reason": "Both mention dropped user messages, but one is tied to provider/session failure and the other to compaction race; different triggers and code paths." + }, + { + "left": "issue:32488", + "right": "issue:63816", + "accept": false, + "reason": "Docker digest/banner mismatch is unrelated to WhatsApp outbound media delivery failure." + }, + { + "left": "issue:55272", + "right": "issue:67547", + "accept": false, + "reason": "UI showing fallback model is a presentation bug; A2UI bundle/hash dependence on node_modules is a build/reproducibility issue." + }, + { + "left": "issue:32976", + "right": "issue:64910", + "accept": false, + "reason": "Tool output replacing final reply is a specific webchat post-processing bug; reply box flashing indefinitely is a broader stuck-render/state issue." + }, + { + "left": "issue:32808", + "right": "issue:66677", + "accept": false, + "reason": "Feishu channel add failure in WSL2 is not the same as the QuickStart channel-selection issue." + }, + { + "left": "issue:35227", + "right": "issue:66288", + "accept": false, + "reason": "Generic model unresponsiveness and unsaved messages is broader than pasted/uploaded images disappearing after reply." + }, + { + "left": "issue:51062", + "right": "issue:64292", + "accept": false, + "reason": "Subagent execution failure is not the same as sessions_spawn rejecting agentId; they point to different validation/execution stages." + }, + { + "left": "issue:31273", + "right": "issue:63991", + "accept": false, + "reason": "Both are ACPX session-related, but one is --session NO_SESSION on prompt startup while the other is persistent sessionDir null; related area, different bug." + }, + { + "left": "issue:37571", + "right": "issue:65832", + "accept": false, + "reason": "SSE event parsing failure in custom anthropic-messages providers is unrelated to custom-provider model registry recognition for image tools." + }, + { + "left": "issue:64633", + "right": "issue:66082", + "accept": false, + "reason": "Model speaking gibberish and memory-wiki exporting zero artifacts are unrelated symptoms with no shared fix path." + }, + { + "left": "issue:34253", + "right": "issue:68378", + "accept": false, + "reason": "Both involve Feishu/Discord routing, but one is a peer.match binding failure and the other is cross-channel misdelivery; not the same defect." + }, + { + "left": "issue:64618", + "right": "issue:68760", + "accept": false, + "reason": "Missing cron job registration is distinct from a delivery channel reverting to last after execution." + }, + { + "left": "issue:50266", + "right": "issue:51056", + "accept": false, + "reason": "Feishu replies=0 on a Gemini call is an integration/response-shape issue, not the OpenRouter missing-auth-header failure." + }, + { + "left": "issue:53358", + "right": "issue:65553", + "accept": false, + "reason": "Memory index hanging after OpenAI batch completion and CLI hang on QMD arm64 are different subsystems and failure modes." + }, + { + "left": "issue:66091", + "right": "issue:66222", + "accept": false, + "reason": "Performance complaint about slow replies is not the same as a multi-agent collaboration feature request." + }, + { + "left": "issue:67646", + "right": "issue:68163", + "accept": false, + "reason": "Silent empty cron-agent responses from OpenRouter are different from a fresh-install onboarding case where the agent is silent but Ollama works." + }, + { + "left": "issue:33880", + "right": "issue:51593", + "accept": false, + "reason": "WhatsApp group sessions not spawning and duplicated tool call IDs are different bugs in different layers." + }, + { + "left": "issue:51158", + "right": "issue:67955", + "accept": false, + "reason": "Matrix inbound messages dropped and Slack /slack/events returning 404 are unrelated channel-routing issues." + }, + { + "left": "issue:64672", + "right": "issue:67759", + "accept": false, + "reason": "Qwen model availability on a plan subscription is unrelated to image recognition failing with a dashscope base URL." + }, + { + "left": "issue:32633", + "right": "issue:65663", + "accept": false, + "reason": "Null transcriptPath on restart and Azure Responses API reasoning/tool history 400s are different session-persistence vs response-replay bugs." + }, + { + "left": "issue:36134", + "right": "issue:53578", + "accept": false, + "reason": "Fallback to Anthropic for spawned Gemini tasks is a routing/provider-selection bug, not OAuth slowness per turn." + }, + { + "left": "issue:37307", + "right": "issue:67984", + "accept": false, + "reason": "Scheduled task model errors and npm install failures are unrelated." + }, + { + "left": "issue:37546", + "right": "issue:62276", + "accept": false, + "reason": "Message ordering conflict is a conversation-state issue; port 18789 already in use is a startup/network binding issue." + }, + { + "left": "issue:67792", + "right": "issue:67797", + "accept": false, + "reason": "Telegram model menu label formatting is unrelated to OpenRouter reasoning-flag handling." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 137, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:26466", + "issue:28077", + "issue:31275", + "issue:31544", + "issue:32245", + "issue:32622", + "issue:32841", + "issue:33166", + "issue:33883", + "issue:34331", + "issue:34449", + "issue:37198", + "issue:42446", + "issue:48734", + "issue:52324", + "issue:53358", + "issue:53384", + "issue:53544", + "issue:53721", + "issue:53726", + "issue:53989", + "issue:60087", + "issue:62995", + "issue:63033", + "issue:63620", + "issue:64067", + "issue:64306", + "issue:64381", + "issue:64418", + "issue:64528", + "issue:64788", + "issue:64844", + "issue:65033", + "issue:65156", + "issue:65494", + "issue:65565", + "issue:65682", + "issue:65742", + "issue:66092", + "issue:66131", + "issue:66588", + "issue:66661", + "issue:66872", + "issue:67136", + "issue:67152", + "issue:67251", + "issue:67696", + "issue:68706" + ], + "soft_pairs": [ + "issue:60087|issue:64418", + "issue:67152|issue:68706", + "issue:64528|issue:64844", + "issue:53721|issue:53989", + "issue:64381|issue:66131", + "issue:26466|issue:53384", + "issue:53358|issue:64067", + "issue:64306|issue:67251", + "issue:64788|issue:65682", + "issue:63033|issue:66092", + "issue:28077|issue:33166", + "issue:48734|issue:66661", + "issue:65033|issue:65156", + "issue:65742|issue:66872", + "issue:31275|issue:37198", + "issue:33883|issue:34331", + "issue:53544|issue:65494", + "issue:32622|issue:52324", + "issue:42446|issue:67136", + "issue:31544|issue:62995", + "issue:53726|issue:63620", + "issue:32841|issue:34449", + "issue:32245|issue:67696", + "issue:65565|issue:66588" + ], + "prepared_review_unit_hash": "8141f81faa26528b6a7588d82b51b93e5589cde75642eb5e92cc42cb864561f9", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 35171, + "estimated_input_tokens": 8793, + "estimated_eval_tokens": 17842 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Mostly unrelated bug reports; only the plugin HTTP route 404 reports look like the same underlying defect. Everything else is too broad or points to different code paths.", + "confidence": 0.78, + "canonical_issue_reason": "issue:48734 is the better canonical anchor: it is earlier, already referenced, and describes the route-dispatch/404 failure at the registry level, which is broader than the later API-specific report.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:48734 is the strongest overall issue to keep: it has the clearest root-cause framing and the best triage signals among the accepted pair.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:60087", + "right": "issue:64418", + "accept": false, + "reason": "Both mention runtime problems, but one is gateway exec crashes and the other is image resizing on messages; different bugs and code paths." + }, + { + "left": "issue:67152", + "right": "issue:68706", + "accept": false, + "reason": "Both involve memory/session behavior, but one is dreaming/runtime scope leakage and the other is fallback model persistence; not the same defect." + }, + { + "left": "issue:64528", + "right": "issue:64844", + "accept": false, + "reason": "Session-memory workspace isolation and /new model selection are separate features with different failure modes." + }, + { + "left": "issue:53721", + "right": "issue:53989", + "accept": false, + "reason": "Both are regressions in channel integrations, but Telegram startup failure and Slack dispatch breakage are distinct channel-specific bugs." + }, + { + "left": "issue:64381", + "right": "issue:66131", + "accept": false, + "reason": "Gateway startup and plugin config are related, but one is excluding memory-kind plugins from startup and the other is writing bad plugin IDs into config." + }, + { + "left": "issue:26466", + "right": "issue:53384", + "accept": false, + "reason": "Both touch thinking/streaming output, but one leaks thinking text when Think is off and the other drops a text block during a specific streaming shape." + }, + { + "left": "issue:53358", + "right": "issue:64067", + "accept": false, + "reason": "Memory index hanging after batch completion and a missing qa scenario pack during completion-cache update are unrelated failures." + }, + { + "left": "issue:64306", + "right": "issue:67251", + "accept": false, + "reason": "Both are CLI hangs, but one is plugin-registry loading timeout and the other is Windows exec/SIGKILL behavior; different causes." + }, + { + "left": "issue:64788", + "right": "issue:65682", + "accept": false, + "reason": "Both involve browser/CDP connectivity, but launchd connection failure and SSR policy returning {} are different underlying problems." + }, + { + "left": "issue:63033", + "right": "issue:66092", + "accept": false, + "reason": "Both concern TTS delivery, but webchat block/final payload mismatch and Telegram audioAsVoice loss are distinct outbound-path bugs." + }, + { + "left": "issue:28077", + "right": "issue:33166", + "accept": false, + "reason": "Generic installation failures with different phrasing and no shared concrete failure signature." + }, + { + "left": "issue:48734", + "right": "issue:66661", + "accept": true, + "reason": "Both describe plugin HTTP routes returning 404; the later issue is a more specific manifestation of the same route registration/dispatch bug." + }, + { + "left": "issue:65033", + "right": "issue:65156", + "accept": false, + "reason": "Both involve sqlite-vec, but Node 24 extension loading and ABI/function registration failure are different root causes." + }, + { + "left": "issue:65742", + "right": "issue:66872", + "accept": false, + "reason": "Both are model/provider mismatches, but one is pdf tool resolution for custom providers and the other is status reporting for Codex harness models." + }, + { + "left": "issue:31275", + "right": "issue:37198", + "accept": false, + "reason": "Session-memory hook on /new in Feishu and a cron gateway-restart loop are unrelated." + }, + { + "left": "issue:33883", + "right": "issue:34331", + "accept": false, + "reason": "Both are duplicate-rendering complaints, but Feishu mobile blockStreaming duplicates and TUI websocket-reconnect duplicates are different scenarios." + }, + { + "left": "issue:53544", + "right": "issue:65494", + "accept": false, + "reason": "Missing WhatsApp status entry and an iMessage ReferenceError are unrelated channel issues." + }, + { + "left": "issue:32622", + "right": "issue:52324", + "accept": false, + "reason": "A content-inspection API error and a message queue/input-buffer issue do not share the same bug." + }, + { + "left": "issue:42446", + "right": "issue:67136", + "accept": false, + "reason": "Both mention tool/write behavior, but leaking tool output into chat and falsely reporting file writes are different defects." + }, + { + "left": "issue:31544", + "right": "issue:62995", + "accept": false, + "reason": "These are both API-key related UX/error cases, but one is about a confusing warning and the other is a Bedrock auth regression." + }, + { + "left": "issue:53726", + "right": "issue:63620", + "accept": false, + "reason": "Antivirus false positive and a blocking overlay in the Dreaming tab are unrelated." + }, + { + "left": "issue:32841", + "right": "issue:34449", + "accept": false, + "reason": "Both mention message processing/reply flow, but the Telegram pipeline instability and general stall-until-next-message symptoms are not concretely the same bug." + }, + { + "left": "issue:32245", + "right": "issue:67696", + "accept": false, + "reason": "Vertex embedded run failure and outbound [object Object] serialization artifacts are different message-processing problems." + }, + { + "left": "issue:65565", + "right": "issue:66588", + "accept": false, + "reason": "Default-agent config validation and browser launch on Raspberry Pi are unrelated." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet and stays conservative. The only accepted soft pair (48734/66661) is well-supported by the shared 404 route-registration failure, while the other pair rejections do not overclaim sameness." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 138, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:24173", + "issue:30316", + "issue:30741", + "issue:31514", + "issue:32488", + "issue:32892", + "issue:34324", + "issue:34530", + "issue:36439", + "issue:50999", + "issue:51873", + "issue:52328", + "issue:53317", + "issue:53397", + "issue:53709", + "issue:53925", + "issue:54051", + "issue:62505", + "issue:62678", + "issue:63175", + "issue:63499", + "issue:64011", + "issue:64480", + "issue:64729", + "issue:64973", + "issue:65309", + "issue:65319", + "issue:65676", + "issue:65678", + "issue:65994", + "issue:66732", + "issue:66885", + "issue:67241", + "issue:67402", + "issue:67574", + "issue:67619", + "issue:67653", + "issue:67709", + "issue:67908", + "issue:68113", + "issue:68165", + "issue:68336", + "issue:68352", + "issue:68376", + "issue:68472", + "issue:68545", + "issue:68791", + "issue:7663" + ], + "soft_pairs": [ + "issue:64729|issue:65319", + "issue:30316|issue:31514", + "issue:30741|issue:54051", + "issue:32488|issue:67908", + "issue:34530|issue:63499", + "issue:36439|issue:51873", + "issue:50999|issue:66885", + "issue:53317|issue:64973", + "issue:53397|issue:68165", + "issue:53709|issue:68376", + "issue:53925|issue:68336", + "issue:62678|issue:66732", + "issue:65678|issue:68352", + "issue:67709|issue:68545", + "issue:68113|issue:68791", + "issue:64480|issue:67241", + "issue:65676|issue:68472", + "issue:65994|issue:67402", + "issue:32892|issue:62505", + "issue:24173|issue:67619", + "issue:34324|issue:7663", + "issue:63175|issue:65309", + "issue:52328|issue:67574", + "issue:64011|issue:67653" + ], + "prepared_review_unit_hash": "95c14d0e95f0c51f0dd08bea34a3d23f2b3f7e0fbbc3f2f1128ee05df6f7f413", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 35281, + "estimated_input_tokens": 8821, + "estimated_eval_tokens": 17898 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "The cluster is a mix of unrelated bug reports across different features and integrations; none of the soft pairs look like the same underlying bug/change. The closest themes (duplicate delivery, gateway restarts, plugin warnings, cron state) still point to different code paths and symptoms.", + "confidence": 0.93, + "canonical_issue_reason": "issue:53317 is the strongest anchor if one issue must represent the set: it is a concrete, well-described regression with multiple inbound references and a clear startup-state failure mode.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:53317 is the most actionable and best-documented issue here, with a specific repro around stale cached OAuth state on startup.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:64729", + "right": "issue:65319", + "accept": false, + "reason": "Both involve plugin allowlist messaging, but one is about stale plugin IDs in cron listing and the other is contradictory guidance for a command; different symptoms and code paths." + }, + { + "left": "issue:30316", + "right": "issue:31514", + "accept": false, + "reason": "Both mention duplicate messages, but Telegram text/audio being sent twice is not the same as Slack DM duplication caused by [[reply_to_current]]." + }, + { + "left": "issue:30741", + "right": "issue:54051", + "accept": false, + "reason": "Discord attachment failure/no response is a delivery bug; the other is a long blocking timeout on non-image attachments. Same area, different failure mode." + }, + { + "left": "issue:32488", + "right": "issue:67908", + "accept": false, + "reason": "One is a Docker digest/version mismatch banner issue; the other is a Docker binary package resolution failure for OAuth-token shared modules. Not the same bug." + }, + { + "left": "issue:34530", + "right": "issue:63499", + "accept": false, + "reason": "Both concern cron jobs, but one skips runs after gateway restart while the other resets nextRunAtMs when editing jobs. Different root causes." + }, + { + "left": "issue:36439", + "right": "issue:51873", + "accept": false, + "reason": "Synology Chat message loss and context caching failure are unrelated integrations and behaviors." + }, + { + "left": "issue:50999", + "right": "issue:66885", + "accept": false, + "reason": "Both are Telegram polling problems, but one is a macOS stall/restart loop and the other is a Windows stall plus subagent announce timeout with an HTTP/2 root cause." + }, + { + "left": "issue:53317", + "right": "issue:64973", + "accept": false, + "reason": "Startup OAuth-token overwrite and macOS Talk Mode stale config/token mismatch are different regression paths despite both involving gateway state." + }, + { + "left": "issue:53397", + "right": "issue:68165", + "accept": false, + "reason": "Config validation for a web fetch setting is unrelated to WhatsApp validation messages and Telegram setup failure." + }, + { + "left": "issue:53709", + "right": "issue:68376", + "accept": false, + "reason": "Invalid GH_TOKEN in exec subprocesses is a credential propagation bug; the Chinese report is about exec auto-restart in chat. Not the same issue." + }, + { + "left": "issue:53925", + "right": "issue:68336", + "accept": false, + "reason": "A /btw failure on one model family is not the same as a /btw side-channel 404 against Ollama Cloud." + }, + { + "left": "issue:62678", + "right": "issue:66732", + "accept": false, + "reason": "The Chinese-language content warning issue is unrelated to the Telegram reminder flow leaking a false note after successful scheduling." + }, + { + "left": "issue:65678", + "right": "issue:68352", + "accept": false, + "reason": "Both are plugin-warning issues, but one is false provenance/allowlist warnings for an installed extension plugin and the other is misleading warnings when allowlist entries don't match discovered IDs. Similar theme, different bug." + }, + { + "left": "issue:67709", + "right": "issue:68545", + "accept": false, + "reason": "WebChat startup latency and general high memory/slow UI are performance regressions, but not the same concrete bug." + }, + { + "left": "issue:68113", + "right": "issue:68791", + "accept": false, + "reason": "Mattermost slash command 503s due to initialization state are unrelated to Windows scheduled-task gateway health and incomplete-turn hangs." + }, + { + "left": "issue:64480", + "right": "issue:67241", + "accept": false, + "reason": "BlueBubbles send-method/config limitation and BlueBubbles attachment-download failure on Node 22.20+ are different BlueBubbles issues, not one bug." + }, + { + "left": "issue:65676", + "right": "issue:68472", + "accept": false, + "reason": "Both mention session/model override behavior, but one is a live fallback loop and the other loses explicit-session model overrides before the next turn. Similar concept, different mechanism." + }, + { + "left": "issue:65994", + "right": "issue:67402", + "accept": false, + "reason": "System messages leaking from exec completion events is a different pathway than internal control/update messages leaking after gateway restarts." + }, + { + "left": "issue:32892", + "right": "issue:62505", + "accept": false, + "reason": "Provider plugin discovery/login failure is unrelated to the coding agent never completing tasks." + }, + { + "left": "issue:24173", + "right": "issue:67619", + "accept": false, + "reason": "Compaction memoryFlush on gateway restart/shutdown is unrelated to response context loss after switching chat sessions without saving." + }, + { + "left": "issue:34324", + "right": "issue:7663", + "accept": false, + "reason": "Both are Slack/WebChat delivery-related, but one is WebChat replies leaking to Telegram and the other is Slack DM replies not delivered back to Slack. Different channels and symptoms." + }, + { + "left": "issue:63175", + "right": "issue:65309", + "accept": false, + "reason": "Ollama 60-second timeout is a hard request timeout; active memory blocking direct-chat turns is a separate latency path and likely different subsystem." + }, + { + "left": "issue:52328", + "right": "issue:67574", + "accept": false, + "reason": "Missing OPENCLAW_EXTENSIONS guidance and a daemon/channel error after install are not the same underlying bug." + }, + { + "left": "issue:64011", + "right": "issue:67653", + "accept": false, + "reason": "Discord gateway crash on Windows and Windows startup delay before Discord comes online are different severity and failure modes; one is a crash, the other a slow init." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 139, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:24173", + "issue:29363", + "issue:31368", + "issue:33053", + "issue:33124", + "issue:33943", + "issue:34395", + "issue:34513", + "issue:35275", + "issue:45096", + "issue:50266", + "issue:51158", + "issue:52488", + "issue:53169", + "issue:53482", + "issue:53523", + "issue:53705", + "issue:53755", + "issue:53959", + "issue:58535", + "issue:60102", + "issue:63486", + "issue:63752", + "issue:64017", + "issue:64541", + "issue:64618", + "issue:64793", + "issue:65192", + "issue:65329", + "issue:65500", + "issue:66185", + "issue:66523", + "issue:66579", + "issue:66799", + "issue:67092", + "issue:67192", + "issue:67737", + "issue:67784", + "issue:67986", + "issue:68188", + "issue:68256", + "issue:68264", + "issue:68436", + "issue:68467", + "issue:68472", + "issue:68662", + "issue:68818" + ], + "soft_pairs": [ + "issue:53755|issue:53959", + "issue:34395|issue:67784", + "issue:50266|issue:63752", + "issue:67092|issue:67192", + "issue:33124|issue:68818", + "issue:34513|issue:65192", + "issue:64541|issue:68472", + "issue:33053|issue:35275", + "issue:45096|issue:58535", + "issue:53959|issue:65500", + "issue:66523|issue:68264", + "issue:66185|issue:68467", + "issue:29363|issue:53705", + "issue:33943|issue:68188", + "issue:52488|issue:66799", + "issue:53169|issue:53482", + "issue:53523|issue:63486", + "issue:64793|issue:68662", + "issue:51158|issue:64618", + "issue:60102|issue:64017", + "issue:68256|issue:68436", + "issue:24173|issue:67986", + "issue:31368|issue:65329", + "issue:66579|issue:67737" + ], + "prepared_review_unit_hash": "a018420142f10fd16e63fe8665a7555c6e29aaae790db493f3079f7012ec9fe1", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 24, + "serialized_chars": 34652, + "estimated_input_tokens": 8663, + "estimated_eval_tokens": 17582 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "The cluster is heterogeneous: the soft pairs share only broad subsystem or wording similarity, not the same underlying bug. I rejected every soft edge; no PRs are present.", + "confidence": 0.94, + "canonical_issue_reason": "issue:53959 is the strongest standalone report in the set: detailed reproduction, clear failure mode, and high discussion activity. It is the best anchor if a representative issue must be chosen, though it is not a duplicate of the others.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:53959 has the most concrete symptom description and the highest signal-to-noise among these unrelated bug reports, making it the best overall issue representative.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:53755", + "right": "issue:53959", + "accept": false, + "reason": "Both mention models/tooling, but one is about /models catalog contents and the other about tool execution after an update; different failure modes and code paths." + }, + { + "left": "issue:34395", + "right": "issue:67784", + "accept": false, + "reason": "Both involve message-tool parameters, but Slack read-thread behavior and Mattermost attachment/thread handling are separate platform-specific bugs." + }, + { + "left": "issue:50266", + "right": "issue:63752", + "accept": false, + "reason": "Different providers and symptoms: Feishu replies=0 vs anthropic API-key lookup failure. Not the same underlying issue." + }, + { + "left": "issue:67092", + "right": "issue:67192", + "accept": false, + "reason": "Both are reasoning-related, but one is malformed output leaking into text and the other is a stream-wrapper crash. Distinct code paths." + }, + { + "left": "issue:33124", + "right": "issue:68818", + "accept": false, + "reason": "Unrelated bugs: loopback allowedOrigins seeding vs MCP tool exposure." + }, + { + "left": "issue:34513", + "right": "issue:65192", + "accept": false, + "reason": "TUI render stall and dreaming-session accumulation are different subsystems with different symptoms." + }, + { + "left": "issue:64541", + "right": "issue:68472", + "accept": false, + "reason": "One is Ollama first-turn slowness/timeouts; the other is session model overrides being lost. Similar session wording, different bug." + }, + { + "left": "issue:33053", + "right": "issue:35275", + "accept": false, + "reason": "Both are channel-related, but QQ cron announce message filtering and Feishu persistent-connection availability are unrelated." + }, + { + "left": "issue:45096", + "right": "issue:58535", + "accept": false, + "reason": "Diagnostics OTEL tracing gaps and Discord announce field stripping are unrelated bugs." + }, + { + "left": "issue:53959", + "right": "issue:65500", + "accept": false, + "reason": "Tool execution failure and /models visibility are both model-related, but they affect different features and code paths." + }, + { + "left": "issue:66523", + "right": "issue:68264", + "accept": false, + "reason": "Windows state-dir env handling is unrelated to Canvas/Browser UI rendering." + }, + { + "left": "issue:66185", + "right": "issue:68467", + "accept": false, + "reason": "Both mention dreaming output problems, but cron-artifact failure and inline-mode no-output are distinct execution modes and likely different causes." + }, + { + "left": "issue:29363", + "right": "issue:53705", + "accept": false, + "reason": "Session file injection and force-delete behavior are different agent-workspace bugs, not one shared defect." + }, + { + "left": "issue:33943", + "right": "issue:68188", + "accept": false, + "reason": "Both are message delivery issues, but Feishu command/regular-message handling and Matrix agent routing are separate channel integrations." + }, + { + "left": "issue:52488", + "right": "issue:66799", + "accept": false, + "reason": "Scope-check false positive vs authorization vulnerability. Related security theme, but opposite failures and different endpoints." + }, + { + "left": "issue:53169", + "right": "issue:53482", + "accept": false, + "reason": "Gateway upgrade/service-migration failure is unrelated to legacy-env-variable handling." + }, + { + "left": "issue:53523", + "right": "issue:63486", + "accept": false, + "reason": "Matrix config crash and Matrix interaction unresponsiveness are too different to treat as the same bug." + }, + { + "left": "issue:64793", + "right": "issue:68662", + "accept": false, + "reason": "Both involve hangs/timeouts, but agent-timeout UI handling and Ollama first-request blocking are separate problems." + }, + { + "left": "issue:51158", + "right": "issue:64618", + "accept": false, + "reason": "Matrix inbound routing failure and missing dreaming-cron registration are unrelated subsystems." + }, + { + "left": "issue:60102", + "right": "issue:64017", + "accept": false, + "reason": "Telegram session binding/pinning and Discord thread binding failure are different platform-specific session bugs." + }, + { + "left": "issue:68256", + "right": "issue:68436", + "accept": false, + "reason": "Per-agent auth-profiles OpenRouter empties and OpenRouter payloads=0 are both provider issues, but the reported failure modes differ and don't point to one concrete bug." + }, + { + "left": "issue:24173", + "right": "issue:67986", + "accept": false, + "reason": "Both mention gateway/session instability, but compaction flush loss on restart and mid-session wedges on WhatsApp 408 are not the same defect." + }, + { + "left": "issue:31368", + "right": "issue:65329", + "accept": false, + "reason": "Attachment handling on Telegram forum topics vs Teams DM attachment drops are separate channel implementations." + }, + { + "left": "issue:66579", + "right": "issue:67737", + "accept": false, + "reason": "Both mention hooks in WhatsApp, but plugin hook cancellation and typed observability hooks are different hook systems and different failures." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 140, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:24173", + "issue:30981", + "issue:31119", + "issue:31275", + "issue:31414", + "issue:33862", + "issue:33883", + "issue:34271", + "issue:34656", + "issue:34863", + "issue:34971", + "issue:36301", + "issue:37388", + "issue:45064", + "issue:50982", + "issue:51056", + "issue:51611", + "issue:51619", + "issue:52433", + "issue:53786", + "issue:55059", + "issue:56982", + "issue:57055", + "issue:60970", + "issue:62276", + "issue:62505", + "issue:62517", + "issue:62819", + "issue:64283", + "issue:64523", + "issue:64676", + "issue:64841", + "issue:65676", + "issue:65705", + "issue:65760", + "issue:65843", + "issue:66381", + "issue:66860", + "issue:66915", + "issue:67327", + "issue:67582", + "issue:67779", + "issue:67791", + "issue:67955", + "issue:68182", + "issue:68561", + "issue:68735", + "issue:68818" + ], + "soft_pairs": [ + "issue:30981|issue:37388", + "issue:66381|issue:67582", + "issue:57055|issue:64676", + "issue:31119|issue:31414", + "issue:33883|issue:67791", + "issue:50982|issue:55059", + "issue:62517|issue:66915", + "issue:64841|issue:66860", + "issue:65676|issue:65760", + "issue:45064|issue:67327", + "issue:51619|issue:68735", + "issue:34863|issue:51611", + "issue:67955|issue:68182", + "issue:33862|issue:68818", + "issue:34271|issue:53786", + "issue:34656|issue:51056", + "issue:36301|issue:64283", + "issue:64523|issue:67779", + "issue:52433|issue:60970", + "issue:56982|issue:65843", + "issue:34971|issue:62505", + "issue:24173|issue:31275", + "issue:62276|issue:65705", + "issue:62819|issue:68561" + ], + "prepared_review_unit_hash": "3ebb772189f9327e9582a5e3e618febc13f1de05f4292db118a5d9ddfab623a2", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 34841, + "estimated_input_tokens": 8711, + "estimated_eval_tokens": 17678 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Mostly unrelated issues with superficial title similarity. The strongest duplicate candidates are the WebChat optimistic-rendering reports and the Feishu duplicate-streaming reports; one version-mismatch pair also looks plausibly duplicate. No PRs are present.", + "confidence": 0.89, + "canonical_issue_reason": "issue:66381 is the best canonical issue because it is a concrete, closed report of the WebChat send/render bug and matches the clearest duplicate partner (issue:67582) most directly.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:66381 is the strongest representative of the cluster\u2019s most likely duplicate bug: user messages not appearing immediately after send in WebChat.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:30981", + "right": "issue:37388", + "accept": false, + "reason": "Different product areas and failure modes: Signal group admin settings vs log rotation." + }, + { + "left": "issue:66381", + "right": "issue:67582", + "accept": true, + "reason": "Same WebChat symptom: user message visibility immediately after send/optimistic rendering is missing." + }, + { + "left": "issue:57055", + "right": "issue:64676", + "accept": false, + "reason": "SSRF policy enforcement in sandbox browser is unrelated to generic gateway configuration persistence." + }, + { + "left": "issue:31119", + "right": "issue:31414", + "accept": true, + "reason": "Both describe the same version-sync bug after npm update: UI/service version mismatch remains stale." + }, + { + "left": "issue:33883", + "right": "issue:67791", + "accept": true, + "reason": "Both report Feishu duplicate message behavior tied to blockStreaming/stream completion, likely the same regression." + }, + { + "left": "issue:50982", + "right": "issue:55059", + "accept": false, + "reason": "Cron thread-id support for Telegram topics is unrelated to provider API type support." + }, + { + "left": "issue:62517", + "right": "issue:66915", + "accept": false, + "reason": "Both involve edit tool errors, but the specific bugs differ: tilde-path failure vs whitespace mismatch messaging." + }, + { + "left": "issue:64841", + "right": "issue:66860", + "accept": false, + "reason": "Config validation for disabled memory-lancedb is unrelated to restart recovery pruning." + }, + { + "left": "issue:65676", + "right": "issue:65760", + "accept": false, + "reason": "Both mention fallback, but one is a selection-loop bug and the other is prompt preservation on retry; different code-path failures." + }, + { + "left": "issue:45064", + "right": "issue:67327", + "accept": false, + "reason": "Memory leak/OOM is unrelated to wiki bridge-artifact counting." + }, + { + "left": "issue:51619", + "right": "issue:68735", + "accept": false, + "reason": "Both are generic LLM errors, but one is mitmproxy integration and the other is provider schema/tool payload rejection." + }, + { + "left": "issue:34863", + "right": "issue:51611", + "accept": false, + "reason": "ACP interactive mode end_turn-only output is unrelated to feishu_update_doc mode-parameter formatting." + }, + { + "left": "issue:67955", + "right": "issue:68182", + "accept": false, + "reason": "Slack route 404 is unrelated to heartbeat events preempting the reply lane." + }, + { + "left": "issue:33862", + "right": "issue:68818", + "accept": false, + "reason": "Feishu allowlist behavior on Windows is unrelated to MCP tool exposure." + }, + { + "left": "issue:34271", + "right": "issue:53786", + "accept": false, + "reason": "Bot @mention parsing is unrelated to dashboard/Feishu task-status desync." + }, + { + "left": "issue:34656", + "right": "issue:51056", + "accept": false, + "reason": "Both are auth failures, but one is gateway/config restart related and the other is OpenRouter header handling; not the same bug." + }, + { + "left": "issue:36301", + "right": "issue:64283", + "accept": false, + "reason": "Version discrepancy after update and dropped GOOGLE_APPLICATION_CREDENTIALS are separate installation issues." + }, + { + "left": "issue:64523", + "right": "issue:67779", + "accept": false, + "reason": "WebChat re-injection of assistant output is a different bug from multi-agent rendering dysfunction." + }, + { + "left": "issue:52433", + "right": "issue:60970", + "accept": false, + "reason": "ACPX version rollback and silent session creation failure are distinct regressions." + }, + { + "left": "issue:56982", + "right": "issue:65843", + "accept": false, + "reason": "Trusted proxy doctor false error and remote ACP server pairing failure are unrelated." + }, + { + "left": "issue:34971", + "right": "issue:62505", + "accept": false, + "reason": "A broad regression report is not the same concrete bug as the coding agent completion failure." + }, + { + "left": "issue:24173", + "right": "issue:31275", + "accept": false, + "reason": "Session context loss on gateway restart/shutdown differs from a Feishu /new-command hook not firing." + }, + { + "left": "issue:62276", + "right": "issue:65705", + "accept": false, + "reason": "Port-in-use startup error is unrelated to repeated dreaming sweep execution." + }, + { + "left": "issue:62819", + "right": "issue:68561", + "accept": false, + "reason": "QQ announce delivery failure is unrelated to ANNOUNCE_SKIP silently skipping tasks." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet and stays cautious overall. The accepted soft-edge pairs are reasonably supported by the titles, especially the WebChat and Feishu duplicate-message cases, and the rejected pairs are mostly conservative. No PRs are present, so the PR-specific constraint is satisfied." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 141, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:32189", + "issue:33251", + "issue:33263", + "issue:33358", + "issue:34308", + "issue:34373", + "issue:34631", + "issue:35072", + "issue:36256", + "issue:36672", + "issue:36811", + "issue:51619", + "issue:52265", + "issue:53317", + "issue:53376", + "issue:53398", + "issue:53582", + "issue:53739", + "issue:53831", + "issue:54050", + "issue:57661", + "issue:61412", + "issue:61455", + "issue:62783", + "issue:63079", + "issue:63450", + "issue:63979", + "issue:64055", + "issue:64381", + "issue:64852", + "issue:65321", + "issue:65355", + "issue:66382", + "issue:66492", + "issue:66661", + "issue:66814", + "issue:67436", + "issue:67724", + "issue:67839", + "issue:67896", + "issue:67986", + "issue:68012", + "issue:68021", + "issue:68027", + "issue:68056", + "issue:68108", + "issue:68386", + "issue:68851" + ], + "soft_pairs": [ + "issue:67839|issue:68012", + "issue:68021|issue:68851", + "issue:61455|issue:67896", + "issue:53317|issue:54050", + "issue:35072|issue:67986", + "issue:36672|issue:53376", + "issue:62783|issue:64852", + "issue:63979|issue:64381", + "issue:66492|issue:68386", + "issue:68027|issue:68056", + "issue:53582|issue:67436", + "issue:34631|issue:66661", + "issue:33251|issue:33358", + "issue:52265|issue:57661", + "issue:53398|issue:64055", + "issue:53739|issue:53831", + "issue:63079|issue:63450", + "issue:33263|issue:34373", + "issue:36256|issue:67724", + "issue:65355|issue:68108", + "issue:51619|issue:65321", + "issue:32189|issue:61412", + "issue:34308|issue:36811", + "issue:66382|issue:66814" + ], + "prepared_review_unit_hash": "c3fa2e8622fae54f347dbf16141f649ff60efeb5d7d15537b054b8025d0cb3d1", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 35162, + "estimated_input_tokens": 8791, + "estimated_eval_tokens": 17838 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Most pairs are only superficially similar and should be kept separate; the only clear duplicate-like pair is the Control UI/webchat image upload failure.", + "confidence": 0.83, + "canonical_issue_reason": "issue:68851 is the best canonical issue for the accepted duplicate pair because it most completely describes the shared image-upload path: drag/drop and paste both fail, preview appears, and nothing is sent to the gateway.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:68851 is the strongest overall issue representative here: it is broad, user-facing, and has the clearest end-to-end symptom description for the shared webchat image-upload failure.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:67839", + "right": "issue:68012", + "accept": false, + "reason": "Both concern images, but one is local-file-path serialization to API providers while the other is custom-provider image attachment dropping; different failure points and likely different fixes." + }, + { + "left": "issue:68021", + "right": "issue:68851", + "accept": true, + "reason": "Same underlying webchat/control-ui image upload bug: preview appears, but the image never makes it to the gateway; these look mergeable into one issue." + }, + { + "left": "issue:61455", + "right": "issue:67896", + "accept": false, + "reason": "Both mention tool execution problems, but one is timeouts and the other is a missing exec result; not the same concrete code-path failure." + }, + { + "left": "issue:53317", + "right": "issue:54050", + "accept": false, + "reason": "Both involve OAuth/token handling, but one is stale startup cache overwriting a fresh token and the other is refresh_token_reused on Windows; too different to merge." + }, + { + "left": "issue:35072", + "right": "issue:67986", + "accept": false, + "reason": "Both mention gateway/health behavior, but one is a periodic idle health-monitor restart and the other is a mid-session wedge after a WhatsApp 408 recovery path; different bugs." + }, + { + "left": "issue:36672", + "right": "issue:53376", + "accept": false, + "reason": "One is a global invalid JSON payload regression, the other is a Feishu send-message 400 due to receive_id_type; unrelated request failures." + }, + { + "left": "issue:62783", + "right": "issue:64852", + "accept": false, + "reason": "Both are auth-related, but one is OpenRouter 401 user-not-found in isolated cron sessions and the other is google-vertex 401 CREDENTIALS_MISSING after an upgrade; not the same bug." + }, + { + "left": "issue:63979", + "right": "issue:64381", + "accept": false, + "reason": "One is streaming:true never clearing for the main session, the other excludes memory-kind plugins from startup; different subsystems and symptoms." + }, + { + "left": "issue:66492", + "right": "issue:68386", + "accept": false, + "reason": "Both involve async/heartbeat routing, but one sends a confused relay reply with missing context and the other routes completion notifications to the wrong session; not the same failure." + }, + { + "left": "issue:68027", + "right": "issue:68056", + "accept": false, + "reason": "One is browser attachOnly false failure despite healthy CDP, the other duplicates a WhatsApp media reply; unrelated behaviors." + }, + { + "left": "issue:53582", + "right": "issue:67436", + "accept": false, + "reason": "One is an iMessage self-chat NO_REPLY loop, the other is a gateway hot-reload loop corrupting manifest.db; same broad loop theme but different code paths." + }, + { + "left": "issue:34631", + "right": "issue:66661", + "accept": false, + "reason": "Both are 404s in routing, but one is a LINE webhook route restart issue and the other is external-plugin HTTP route registration; different route systems." + }, + { + "left": "issue:33251", + "right": "issue:33358", + "accept": false, + "reason": "Both involve local media paths, but they hit different providers and different access checks; not enough evidence of one shared underlying bug." + }, + { + "left": "issue:52265", + "right": "issue:57661", + "accept": false, + "reason": "One is CLI cron/gateway handshake timeout, the other is agent-to-agent session_send timeout; similar wording, but different operations and likely different causes." + }, + { + "left": "issue:53398", + "right": "issue:64055", + "accept": false, + "reason": "Both are port-in-use startup failures, but one is a misleading dual-stack listener message and the other is an arm64 restart port conflict; not the same bug." + }, + { + "left": "issue:53739", + "right": "issue:53831", + "accept": false, + "reason": "One is Feishu MI messages not responding after a plugin upgrade, the other is Discord module failing to start on Windows; different integrations and failure modes." + }, + { + "left": "issue:63079", + "right": "issue:63450", + "accept": false, + "reason": "One is Google Chat not responding due to audience validation, the other is a gateway sidecar startup delay from a chat.history WS request; unrelated." + }, + { + "left": "issue:33263", + "right": "issue:34373", + "accept": false, + "reason": "Both mention Telegram/web delivery symptoms, but one is webchat duplicate assistant replies and the other is intermittent Telegram DM delivery with empty bubbles; not the same bug." + }, + { + "left": "issue:36256", + "right": "issue:67724", + "accept": false, + "reason": "One is Telegram voice updates missing STT/transcription, the other is interactiveReplies clicks not waking the agent session; different event pipelines." + }, + { + "left": "issue:65355", + "right": "issue:68108", + "accept": false, + "reason": "Both are remote config/probe false-negatives, but one is a timeout cap on non-loopback probe targets and the other is a missing ssrfPolicy resolver default; different root causes." + }, + { + "left": "issue:51619", + "right": "issue:65321", + "accept": false, + "reason": "Both mention provider breakage, but one is mitmproxy integration LLM error and the other is built-in TTS still broken; no shared concrete code path." + }, + { + "left": "issue:32189", + "right": "issue:61412", + "accept": false, + "reason": "One is Discord reporting the wrong model, the other is MiniMax TTS provider registration/configuration; unrelated product areas." + }, + { + "left": "issue:34308", + "right": "issue:36811", + "accept": false, + "reason": "One is inter-session replies not delivered to a bound Telegram channel, the other leaks NO_REPLY as literal 'NO' to Telegram; different symptoms and fixes." + }, + { + "left": "issue:66382", + "right": "issue:66814", + "accept": false, + "reason": "One is a heartbeat exec-event relay prompt dropping the system-event body, the other is internal exec/heartbeat events leaking into the visible UI transcript; related domain, but not the same bug." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is well grounded in the packet and the conservative stance on the soft pairs is appropriate. The only accepted pair, issue:68021 with issue:68851, is strongly supported by the shared webchat image-upload symptom (preview shown, image not sent/no POST/no gateway attachment). The remaining pair rejections do not overstate similarity." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 142, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:29367", + "issue:30314", + "issue:30741", + "issue:32678", + "issue:32998", + "issue:34537", + "issue:34592", + "issue:50017", + "issue:51640", + "issue:53397", + "issue:53456", + "issue:53537", + "issue:53578", + "issue:53656", + "issue:53679", + "issue:53876", + "issue:53959", + "issue:54073", + "issue:57099", + "issue:58479", + "issue:59205", + "issue:62038", + "issue:62732", + "issue:63144", + "issue:63440", + "issue:63665", + "issue:63923", + "issue:64522", + "issue:64914", + "issue:65214", + "issue:65218", + "issue:65424", + "issue:65602", + "issue:66298", + "issue:66493", + "issue:66633", + "issue:67019", + "issue:67106", + "issue:67412", + "issue:67598", + "issue:68018", + "issue:68033", + "issue:68154", + "issue:68190", + "issue:68241", + "issue:68376", + "issue:68766", + "issue:68776" + ], + "soft_pairs": [ + "issue:66633|issue:68033", + "issue:63144|issue:66493", + "issue:65218|issue:65602", + "issue:29367|issue:68018", + "issue:30741|issue:68190", + "issue:67106|issue:67412", + "issue:53679|issue:59205", + "issue:30314|issue:67598", + "issue:53537|issue:53578", + "issue:53876|issue:57099", + "issue:62732|issue:63440", + "issue:65214|issue:68154", + "issue:50017|issue:68766", + "issue:34592|issue:62038", + "issue:53397|issue:53959", + "issue:63665|issue:64522", + "issue:66298|issue:68776", + "issue:63923|issue:64914", + "issue:51640|issue:53456", + "issue:32678|issue:53656", + "issue:32998|issue:34537", + "issue:54073|issue:68241", + "issue:58479|issue:68376", + "issue:65424|issue:67019" + ], + "prepared_review_unit_hash": "b8753d8c05901826dff307d051def2f13c54f57d077045e615ffe92f80b4debf", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 35609, + "estimated_input_tokens": 8903, + "estimated_eval_tokens": 18062 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This set is mostly a mix of unrelated issues with a few true duplicate-like pairs. The strongest matches are around web_fetch SSRF policy handling, compaction reserve-token propagation, QA-scenario dependency crashes, and OpenAI Codex provider auth/Cloudflare failures.", + "confidence": 0.78, + "canonical_issue_reason": "If one issue must anchor the duplicate cluster, issue 63144 is the cleanest representative: it has a precise, self-contained bug description and its soft pair (66493) clearly targets the same web_fetch policy behavior.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 63144 is the best overall issue candidate because it is concrete, actionable, and its paired report 66493 appears to describe the same underlying web_fetch fake-IP/SSRF policy bug.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:66633", + "right": "issue:68033", + "accept": true, + "reason": "Both report the openai-codex provider breaking after upgrade with Cloudflare/auth-related failures; they look like the same provider-side regression." + }, + { + "left": "issue:63144", + "right": "issue:66493", + "accept": true, + "reason": "Both are about web_fetch SSRF/policy gating under fake-IP/proxy environments, with the same allowRfc2544BenchmarkRange behavior at issue." + }, + { + "left": "issue:65218", + "right": "issue:65602", + "accept": true, + "reason": "Both point to reserveTokens/compaction settings being ignored or overwritten in the same compaction configuration path." + }, + { + "left": "issue:29367", + "right": "issue:68018", + "accept": false, + "reason": "Both involve subagent inheritance, but one is workspace inheritance and the other is deliveryContext/session routing to DM; different fields and likely different bugs." + }, + { + "left": "issue:30741", + "right": "issue:68190", + "accept": false, + "reason": "Discord attachment delivery failure and dropped chat messages during tool execution are different code paths and symptoms." + }, + { + "left": "issue:67106", + "right": "issue:67412", + "accept": false, + "reason": "Both are UI disappearance issues, but one is Safari-specific pre-tool text loss and the other is generic sent-message flicker; not clearly the same bug." + }, + { + "left": "issue:53679", + "right": "issue:59205", + "accept": false, + "reason": "Migration Assistant TMPDIR failure and Ollama Cloud 401 auth failure are unrelated regressions." + }, + { + "left": "issue:30314", + "right": "issue:67598", + "accept": false, + "reason": "Cron announce delivery to group chats and payload.model override being ignored are separate cron/session behavior bugs." + }, + { + "left": "issue:53537", + "right": "issue:53578", + "accept": false, + "reason": "Gemini thinking-loop-on-model-switch and OAuth slowness after upgrade are unrelated." + }, + { + "left": "issue:53876", + "right": "issue:57099", + "accept": false, + "reason": "Telegram configuration after upgrade and Ollama provider registration failure affect different providers and different failure modes." + }, + { + "left": "issue:62732", + "right": "issue:63440", + "accept": false, + "reason": "One is a config timeout setting being ignored; the other is session state not updating after a timeout. Related area, but not the same underlying bug." + }, + { + "left": "issue:65214", + "right": "issue:68154", + "accept": false, + "reason": "Bundled extension loading failure and a security-audit false positive about bundled plugins are different problems." + }, + { + "left": "issue:50017", + "right": "issue:68766", + "accept": false, + "reason": "Automatic model fallback on invalid model ID is unrelated to Discord ACP binding readiness hanging." + }, + { + "left": "issue:34592", + "right": "issue:62038", + "accept": false, + "reason": "Both mention gateway loops, but they involve different providers and distinct crash causes." + }, + { + "left": "issue:53397", + "right": "issue:53959", + "accept": false, + "reason": "Schema validation for a web_fetch config key is unrelated to OpenAI Codex tool execution failure." + }, + { + "left": "issue:63665", + "right": "issue:64522", + "accept": true, + "reason": "Both describe production failures caused by a hardcoded QA scenario dependency / missing QA scenario pack in the CLI/update path." + }, + { + "left": "issue:66298", + "right": "issue:68776", + "accept": false, + "reason": "One is /acp commands being swallowed by the LLM session; the other is a readiness hang for ACP Discord bindings. Different layers." + }, + { + "left": "issue:63923", + "right": "issue:64914", + "accept": false, + "reason": "Both concern compaction/context-window configuration, but one is auto-compaction trigger/summary sizing and the other is provider contextWindow being ignored when api is set; not enough to treat as one bug." + }, + { + "left": "issue:51640", + "right": "issue:53456", + "accept": false, + "reason": "ACP permissionMode forwarding and Claude Max OAuth-token authentication are different ACP/acpx issues." + }, + { + "left": "issue:32678", + "right": "issue:53656", + "accept": false, + "reason": "Feishu binding routing and Feishu card/media validation are separate plugin/message-format bugs." + }, + { + "left": "issue:32998", + "right": "issue:34537", + "accept": false, + "reason": "Both involve TUI response display, but only one explicitly ties the problem to missing tags; insufficient evidence they are the same bug." + }, + { + "left": "issue:54073", + "right": "issue:68241", + "accept": false, + "reason": "Both say 'Unknown model,' but they concern different models/providers and different catalog-registration problems." + }, + { + "left": "issue:58479", + "right": "issue:68376", + "accept": false, + "reason": "Approval consumption in exec and automatic restart when tool exec is needed are not clearly the same underlying approval-flow bug." + }, + { + "left": "issue:65424", + "right": "issue:67019", + "accept": false, + "reason": "Minimax image attachment dropping and GLM-4.7 garbled output are unrelated." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The cluster summary is grounded in the packet, and the accepted soft edges are conservative enough given the titles/body snippets. The strongest supported pairs are indeed the web_fetch SSRF policy cases, reserveTokens/compaction propagation, QA-scenario dependency failures, and the openai-codex Cloudflare/auth regressions. The rejected pairs also read conservatively distinct." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 143, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:30253", + "issue:30374", + "issue:31132", + "issue:32245", + "issue:32936", + "issue:33758", + "issue:35589", + "issue:35632", + "issue:43305", + "issue:50976", + "issue:51174", + "issue:53244", + "issue:53384", + "issue:53610", + "issue:53790", + "issue:53863", + "issue:53906", + "issue:53907", + "issue:53928", + "issue:53934", + "issue:61455", + "issue:62783", + "issue:63707", + "issue:64283", + "issue:64352", + "issue:64799", + "issue:64900", + "issue:65075", + "issue:65151", + "issue:65465", + "issue:65498", + "issue:65500", + "issue:65619", + "issue:66094", + "issue:66178", + "issue:66260", + "issue:66306", + "issue:66381", + "issue:66391", + "issue:66607", + "issue:66872", + "issue:66934", + "issue:66978", + "issue:67412", + "issue:67667", + "issue:68163", + "issue:68447" + ], + "soft_pairs": [ + "issue:66260|issue:66872", + "issue:53790|issue:53907", + "issue:64900|issue:66607", + "issue:30253|issue:64283", + "issue:35632|issue:66381", + "issue:43305|issue:66391", + "issue:65498|issue:66978", + "issue:31132|issue:63707", + "issue:53934|issue:65500", + "issue:66934|issue:67412", + "issue:30374|issue:53906", + "issue:61455|issue:66178", + "issue:53244|issue:53863", + "issue:65619|issue:66306", + "issue:33758|issue:35589", + "issue:50976|issue:53384", + "issue:32936|issue:68447", + "issue:53610|issue:65075", + "issue:32245|issue:53928", + "issue:51174|issue:67667", + "issue:53790|issue:64352", + "issue:62783|issue:65151", + "issue:64799|issue:66094", + "issue:65465|issue:68163" + ], + "prepared_review_unit_hash": "55f2fe567549134ac88f7d7bb8e846c8d2a811d890991a929ad82706c4a05128", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 24, + "serialized_chars": 35014, + "estimated_input_tokens": 8754, + "estimated_eval_tokens": 17764 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "The soft pairs are only superficially similar by keywords; they describe different products, channels, or failure modes, so this cluster does not look like a true duplicate set.", + "confidence": 0.93, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": null, + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:66260", + "right": "issue:66872", + "accept": false, + "reason": "One is about gateway startup skipping Codex harness activation; the other is about status JSON misreporting missingProviders for Codex models. Related area, but different bugs and different fixes." + }, + { + "left": "issue:53790", + "right": "issue:53907", + "accept": false, + "reason": "Webchat tool-execution reply delivery regression vs WhatsApp upgrade breakage. Same broad time window, but different channels and symptoms." + }, + { + "left": "issue:64900", + "right": "issue:66607", + "accept": false, + "reason": "Remote CDP profile health/state detection vs Control UI thinking dropdown default value. Both are UI/status issues, but not the same underlying defect." + }, + { + "left": "issue:30253", + "right": "issue:64283", + "accept": false, + "reason": "Vertex ADC passthrough for sub-agents vs gateway reinstall dropping GOOGLE_APPLICATION_CREDENTIALS. Both involve Google auth, but the failure modes and code paths differ." + }, + { + "left": "issue:35632", + "right": "issue:66381", + "accept": false, + "reason": "Telegram deleted reply tag bug vs WebChat message briefly disappearing after send. Different platforms and different UI behaviors." + }, + { + "left": "issue:43305", + "right": "issue:66391", + "accept": false, + "reason": "OpenAI Responses invalid input id after tool calls vs TUI tool calls failing because session ID does not exist. Both involve tool flow, but not the same error or path." + }, + { + "left": "issue:65498", + "right": "issue:66978", + "accept": false, + "reason": "Both mention lost completion/reply after interrupts or timeouts, but one is about main-session heartbeat/exec interrupts and the other is sessions_spawn(mode=run) timing out while child work continues. Too different to merge." + }, + { + "left": "issue:31132", + "right": "issue:63707", + "accept": false, + "reason": "Copilot token expiry/refresh problem vs exec allowlist race in exec-approvals.json. Both are long-running-session issues, but unrelated subsystems." + }, + { + "left": "issue:53934", + "right": "issue:65500", + "accept": false, + "reason": "URL corruption in web UI vs /models not showing custom models. Different feature areas and distinct defects." + }, + { + "left": "issue:66934", + "right": "issue:67412", + "accept": false, + "reason": "Sender label rendering bug vs sent message disappearing/reappearing. Both affect webchat presentation, but the underlying bugs are different." + }, + { + "left": "issue:30374", + "right": "issue:53906", + "accept": false, + "reason": "AWS Bedrock rate-limit failover vs a broader rate-limit cooldown cascade blocking recovery. Similar theme, but not the same concrete bug." + }, + { + "left": "issue:61455", + "right": "issue:66178", + "accept": false, + "reason": "Generic tool-calling timeout report vs LM Studio MCP tool block being printed raw instead of completed. One is timeout behavior, the other is malformed tool handling." + }, + { + "left": "issue:53244", + "right": "issue:53863", + "accept": false, + "reason": "Missing WhatsApp runtime modules in npm package vs missing dist/control-ui assets. Both are packaging omissions, but for different packages/assets." + }, + { + "left": "issue:65619", + "right": "issue:66306", + "accept": false, + "reason": "Gateway bind=loopback resolves to 0.0.0.0 vs macOS app stuck on health-check pending. One is bind/address resolution, the other is UI health-state synchronization." + }, + { + "left": "issue:33758", + "right": "issue:35589", + "accept": false, + "reason": "Streaming not shown in TUI for MiniMax-CN vs responses delivered to iMessage when deliveryContext persists. Different channels and different streaming/delivery problems." + }, + { + "left": "issue:50976", + "right": "issue:53384", + "accept": false, + "reason": "Slack multi-agent streaming routing bug vs partial streaming drops text block when assistant turn contains thinking,text. Both involve streaming, but one is routing to the wrong agent and the other is event parsing/rendering." + }, + { + "left": "issue:32936", + "right": "issue:68447", + "accept": false, + "reason": "LM Studio Jinja template misclassification vs provider-prefix model routing problem. Different causes and different code paths." + }, + { + "left": "issue:53610", + "right": "issue:65075", + "accept": false, + "reason": "Avatar endpoint 404 due to unserved path vs cron isolated session falling back to main workspace. Both involve path/workspace handling, but unrelated bugs." + }, + { + "left": "issue:32245", + "right": "issue:53928", + "accept": false, + "reason": "Vertex embedded runs null-object error vs Bedrock embedded runs failing to load credentials. Same embedded-run context, but distinct failures and providers." + }, + { + "left": "issue:51174", + "right": "issue:67667", + "accept": false, + "reason": "WhatsApp probe truncating allowFrom entries vs /status showing 0% context usage because totalTokens not saved. Different outputs and different state fields." + }, + { + "left": "issue:53790", + "right": "issue:64352", + "accept": false, + "reason": "Webchat tool reply delivery regression vs WhatsApp media send only delivers text. Both are delivery regressions, but on different channels and message types." + }, + { + "left": "issue:62783", + "right": "issue:65151", + "accept": false, + "reason": "OpenRouter auth 401 in isolated cron sessions vs orphaned session files not persisted. Both involve isolated cron, but auth and persistence are separate bugs." + }, + { + "left": "issue:64799", + "right": "issue:66094", + "accept": false, + "reason": "Volcengine model resolution failure vs pi-coding-agent ModelRegistry latency/timeouts. Both are model-registry issues, but the symptoms and fixes are different." + }, + { + "left": "issue:65465", + "right": "issue:68163", + "accept": false, + "reason": "Ollama compaction reserve config ignored vs fresh-install OpenRouter silence. Different model providers and different root causes." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 144, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:31481", + "issue:31959", + "issue:32753", + "issue:32947", + "issue:33650", + "issue:35227", + "issue:35306", + "issue:36056", + "issue:37307", + "issue:43305", + "issue:51099", + "issue:51716", + "issue:51810", + "issue:52605", + "issue:53138", + "issue:53284", + "issue:53431", + "issue:53647", + "issue:57738", + "issue:60913", + "issue:61589", + "issue:61915", + "issue:62819", + "issue:62880", + "issue:64036", + "issue:64480", + "issue:64748", + "issue:64900", + "issue:65182", + "issue:65431", + "issue:65600", + "issue:65721", + "issue:66008", + "issue:66050", + "issue:66288", + "issue:66318", + "issue:66424", + "issue:66784", + "issue:66879", + "issue:66989", + "issue:67247", + "issue:67502", + "issue:68026", + "issue:68073", + "issue:68182", + "issue:68245", + "issue:68394", + "issue:68413" + ], + "soft_pairs": [ + "issue:66288|issue:66879", + "issue:67502|issue:68394", + "issue:68182|issue:68245", + "issue:52605|issue:66989", + "issue:51716|issue:57738", + "issue:62880|issue:66008", + "issue:32753|issue:67247", + "issue:32947|issue:68026", + "issue:53431|issue:66050", + "issue:51099|issue:68073", + "issue:35227|issue:37307", + "issue:51810|issue:64748", + "issue:61915|issue:66784", + "issue:31959|issue:35306", + "issue:33650|issue:36056", + "issue:53284|issue:53647", + "issue:60913|issue:65431", + "issue:61589|issue:64900", + "issue:65600|issue:68413", + "issue:31481|issue:53138", + "issue:43305|issue:66424", + "issue:65721|issue:66318", + "issue:62819|issue:64480", + "issue:64036|issue:65182" + ], + "prepared_review_unit_hash": "3774b2a3411fbda7e10231d5169b27eea1d2779be3b78c1a07e03df86a6b0ceb", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 35321, + "estimated_input_tokens": 8831, + "estimated_eval_tokens": 17918 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Mostly heterogeneous issues; only the Comfy provider schema/validator reports look like the same underlying bug. All other soft pairs are different symptoms, surfaces, or products.", + "confidence": 0.89, + "canonical_issue_reason": "issue:61915 is the best anchor for the only real duplicate pair: it clearly describes the Comfy provider schema/runtime mismatch and the rejected keys, while 66784 is the same problem from a more generic validator-merging angle.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:61915 most fully captures the concrete failure mode and impact for the Comfy provider config bug, so it is the strongest representative issue in this set.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:66288", + "right": "issue:66879", + "accept": false, + "reason": "Both involve images, but one is Control UI image messages disappearing after reply and the other is Mac App images arriving as text only; different code paths and symptoms." + }, + { + "left": "issue:67502", + "right": "issue:68394", + "accept": false, + "reason": "Both mention disappearing/lost messages, but 67502 is lane-congestion/context corruption while 68394 is user image messages disappearing when the assistant response completes." + }, + { + "left": "issue:68182", + "right": "issue:68245", + "accept": false, + "reason": "Both affect reply flow, but one is heartbeat preemption and the other is Active Memory hanging until timeout; not the same underlying bug." + }, + { + "left": "issue:52605", + "right": "issue:66989", + "accept": false, + "reason": "Different integrations and failure modes: BlueBubbles webhook 404 after upgrade vs Slack Socket Mode receiving no inbound events." + }, + { + "left": "issue:51716", + "right": "issue:57738", + "accept": false, + "reason": "Both are inbound-message transport issues, but Signal SSE/Node 24 failures and Telegram long-polling group delivery are distinct." + }, + { + "left": "issue:62880", + "right": "issue:66008", + "accept": false, + "reason": "Telegram package publish missing a file is unrelated to whitespace in thinking-line rendering." + }, + { + "left": "issue:32753", + "right": "issue:67247", + "accept": false, + "reason": "Both involve command-menu behavior, but they are different commands/products with different failure modes." + }, + { + "left": "issue:32947", + "right": "issue:68026", + "accept": false, + "reason": "web_fetch outright fails in one report, while the other is an argument-validation loop; same tool family but not the same bug." + }, + { + "left": "issue:53431", + "right": "issue:66050", + "accept": false, + "reason": "Different subsystems: Feishu/WeCom-style WebSocket inbound messaging vs managed-browser CDP websocket reachability." + }, + { + "left": "issue:51099", + "right": "issue:68073", + "accept": false, + "reason": "Sandbox image missing python3 is unrelated to npm plugin install/update upgrade-path issues." + }, + { + "left": "issue:35227", + "right": "issue:37307", + "accept": false, + "reason": "One is a general unresponsive model/messages-not-saved report; the other is a Mistral scheduled-task error." + }, + { + "left": "issue:51810", + "right": "issue:64748", + "accept": false, + "reason": "Both mention doctor/config validation, but they concern different features and different mismatched names/paths." + }, + { + "left": "issue:61915", + "right": "issue:66784", + "accept": true, + "reason": "Same underlying Comfy provider bug: config schema/validator mismatch rejects runtime keys and blocks media workflows." + }, + { + "left": "issue:31959", + "right": "issue:35306", + "accept": false, + "reason": "Missing system.run.prepare on macOS is unrelated to screen_record/system.which failures." + }, + { + "left": "issue:33650", + "right": "issue:36056", + "accept": false, + "reason": "Both are browser/control issues, but one is CDP attach rejection and the other is gateway origin authorization." + }, + { + "left": "issue:53284", + "right": "issue:53647", + "accept": false, + "reason": "Both involve isolated cron sessions, but one is UI persistence of messages and the other is the cron run stopping after a yield boundary." + }, + { + "left": "issue:60913", + "right": "issue:65431", + "accept": false, + "reason": "Feature request for a new image-understanding model is not the same as a bug where an image-capable model is rejected despite config." + }, + { + "left": "issue:61589", + "right": "issue:64900", + "accept": false, + "reason": "Both involve CDP reachability, but one is browser-start detection with /json/version and the other is remote profile running-state detection with /json/list." + }, + { + "left": "issue:65600", + "right": "issue:68413", + "accept": false, + "reason": "Token freshness/compaction state is unrelated to Moonshot turn timeout before first chunk." + }, + { + "left": "issue:31481", + "right": "issue:53138", + "accept": false, + "reason": "Generic token missing vs WhatsApp plugin missing on clean install; too broad and not the same artifact." + }, + { + "left": "issue:43305", + "right": "issue:66424", + "accept": false, + "reason": "Both are session/item ID errors, but they affect different providers and error semantics, so they are not the same concrete bug." + }, + { + "left": "issue:65721", + "right": "issue:66318", + "accept": false, + "reason": "One is a bug about configuration self-destruction; the other is a feature request for configuration safety architecture." + }, + { + "left": "issue:62819", + "right": "issue:64480", + "accept": false, + "reason": "Different delivery stacks: isolated-session QQ cron delivery vs BlueBubbles send-method configuration." + }, + { + "left": "issue:64036", + "right": "issue:65182", + "accept": false, + "reason": "Trailing whitespace in chunking is unrelated to stripping tags from assistant output." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The analyst\u2019s summary is grounded in the packet and stays conservative. The only accepted soft pair, issue:61915 and issue:66784, is plausibly the same Comfy provider schema/validator mismatch and would be mergeable into one fix. The other pair rejections are appropriately cautious given the distinct products, subsystems, or failure modes described in the titles." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 145, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:30773", + "issue:30908", + "issue:31096", + "issue:33875", + "issue:34308", + "issue:35763", + "issue:39446", + "issue:50966", + "issue:51609", + "issue:51656", + "issue:52484", + "issue:53295", + "issue:53424", + "issue:53666", + "issue:53755", + "issue:53959", + "issue:53989", + "issue:57542", + "issue:61412", + "issue:62535", + "issue:62844", + "issue:62904", + "issue:63035", + "issue:63236", + "issue:63704", + "issue:64541", + "issue:64814", + "issue:65075", + "issue:65157", + "issue:65214", + "issue:65428", + "issue:65810", + "issue:66074", + "issue:66124", + "issue:66263", + "issue:66353", + "issue:66358", + "issue:66488", + "issue:66679", + "issue:66688", + "issue:66972", + "issue:67301", + "issue:67491", + "issue:67896", + "issue:68028", + "issue:68241", + "issue:68336" + ], + "soft_pairs": [ + "issue:34308|issue:66972", + "issue:51656|issue:62844", + "issue:63236|issue:67491", + "issue:33875|issue:53989", + "issue:50966|issue:63704", + "issue:66358|issue:67301", + "issue:51609|issue:53959", + "issue:31096|issue:53295", + "issue:65157|issue:65428", + "issue:53755|issue:66263", + "issue:62535|issue:66124", + "issue:30908|issue:68028", + "issue:52484|issue:64541", + "issue:53424|issue:65214", + "issue:35763|issue:63035", + "issue:66679|issue:67896", + "issue:30773|issue:65075", + "issue:53424|issue:62904", + "issue:39446|issue:65810", + "issue:66353|issue:66488", + "issue:66688|issue:68336", + "issue:53666|issue:61412", + "issue:64814|issue:68241", + "issue:57542|issue:66074" + ], + "prepared_review_unit_hash": "5c64cc8fd46f04499a9dbf7dcc7ed70393a944497c62d1264c343827e03d4274", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 24, + "serialized_chars": 34959, + "estimated_input_tokens": 8740, + "estimated_eval_tokens": 17736 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This cluster is mostly a set of unrelated bug reports. The only strong duplicate signal is issue 61412 \u2194 65214, and 65214 is the better canonical issue because it is newer, open, and more explicitly describes the extension-loading failure. All soft-similarity pairs look like different bugs and should be kept separate.", + "confidence": 0.89, + "canonical_issue_reason": "Issue 65214 is the best canonical issue: it has the explicit duplicate reference from 61412, is more detailed about the missing bundled extension / gateway-ready failure, and is the newer open report to track.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 65214 is the best overall issue in this cluster because it most clearly captures the actionable duplicate thread and has the richest diagnostic detail.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:34308", + "right": "issue:66972", + "accept": false, + "reason": "Both are session-related, but one is Telegram message delivery and the other is /new blocked by a stale ACP session; different failure modes." + }, + { + "left": "issue:51656", + "right": "issue:62844", + "accept": false, + "reason": "Different subsystems: image-tool routing vs Telegram loader/config-read failure." + }, + { + "left": "issue:63236", + "right": "issue:67491", + "accept": false, + "reason": "Both mention MiniMax images, but one is an iMessage API content-empty error and the other is missing URL-to-base64 conversion; not the same bug." + }, + { + "left": "issue:33875", + "right": "issue:53989", + "accept": false, + "reason": "Different providers and symptoms: Feishu send-layer silence vs Slack event dispatch regression." + }, + { + "left": "issue:50966", + "right": "issue:63704", + "accept": false, + "reason": "UI/provider-switch bug vs control-page raw/form mode syntax error; not the same code path." + }, + { + "left": "issue:66358", + "right": "issue:67301", + "accept": false, + "reason": "Both concern Dreaming sessions, but one is duplicate sessions after sweep and the other is LABEL reset after compaction/restart." + }, + { + "left": "issue:51609", + "right": "issue:53959", + "accept": false, + "reason": "Sandbox python3-missing error and tool-execution failure in Codex are unrelated." + }, + { + "left": "issue:31096", + "right": "issue:53295", + "accept": false, + "reason": "Telegram 403 send failure vs Feishu card-parameter requirement; different integrations and causes." + }, + { + "left": "issue:65157", + "right": "issue:65428", + "accept": false, + "reason": "Plugin-hook dispatch failure with claude-cli is unrelated to auth-epoch hashing of credentials." + }, + { + "left": "issue:53755", + "right": "issue:66263", + "accept": false, + "reason": "Model-list exposure bug and post-compaction context accounting bug are different issues." + }, + { + "left": "issue:62535", + "right": "issue:66124", + "accept": false, + "reason": "Both are config-related, but timezone validation and memory-core config rejection are distinct fields and failures." + }, + { + "left": "issue:30908", + "right": "issue:68028", + "accept": false, + "reason": "Duplicate plugin-id restart warning is unrelated to Tavily SecretRef runtime failure." + }, + { + "left": "issue:52484", + "right": "issue:64541", + "accept": false, + "reason": "Direct handoff timeout JSON leakage is a different problem from Ollama first-turn slowness/timeouts." + }, + { + "left": "issue:53424", + "right": "issue:65214", + "accept": false, + "reason": "Both involve extensions not loading, but different extensions and packaging paths; not the same underlying bug." + }, + { + "left": "issue:35763", + "right": "issue:63035", + "accept": false, + "reason": "Loopback approval behavior and pending.json UUID serialization are different layers of the pairing flow." + }, + { + "left": "issue:66679", + "right": "issue:67896", + "accept": false, + "reason": "Chat-triggered actions not executing is broader than exec tool returning no result; different symptoms." + }, + { + "left": "issue:30773", + "right": "issue:65075", + "accept": false, + "reason": "Both mention isolated cron sessions, but one is a write-tool false error and the other is wrong workspace selection." + }, + { + "left": "issue:53424", + "right": "issue:62904", + "accept": false, + "reason": "Different extension build/load failures: WhatsApp dist omission vs Telegram src-directory config load failure." + }, + { + "left": "issue:39446", + "right": "issue:65810", + "accept": false, + "reason": "EBUSY crash from cloud-sync on .openclaw is unrelated to model fallback on connection errors." + }, + { + "left": "issue:66353", + "right": "issue:66488", + "accept": false, + "reason": "Both are browser/CDP startup issues, but one is generic detection failure and the other is a Windows websocket timeout; not clearly the same bug." + }, + { + "left": "issue:66688", + "right": "issue:68336", + "accept": false, + "reason": "Ollama embedding-provider lookup failure and Ollama Cloud 404 on /btw side channel are different features and failures." + }, + { + "left": "issue:53666", + "right": "issue:61412", + "accept": false, + "reason": "Memory-index chunk regression and MiniMax TTS provider registration failure are unrelated." + }, + { + "left": "issue:64814", + "right": "issue:68241", + "accept": false, + "reason": "Null pluginConfig in extension register() is unrelated to an unknown-model rejection." + }, + { + "left": "issue:57542", + "right": "issue:66074", + "accept": false, + "reason": "Google Chat auth principal mismatch and browser SSRF IP-literal policy are unrelated bugs." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 146, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:30704", + "issue:30981", + "issue:31038", + "issue:31096", + "issue:31260", + "issue:33943", + "issue:34247", + "issue:34353", + "issue:36672", + "issue:37303", + "issue:43680", + "issue:49784", + "issue:51505", + "issue:51780", + "issue:51810", + "issue:52175", + "issue:53140", + "issue:53168", + "issue:53247", + "issue:53469", + "issue:53687", + "issue:56920", + "issue:60970", + "issue:62409", + "issue:62472", + "issue:62783", + "issue:62995", + "issue:63937", + "issue:63991", + "issue:64111", + "issue:64256", + "issue:64497", + "issue:64844", + "issue:65510", + "issue:65514", + "issue:65581", + "issue:65600", + "issue:65657", + "issue:65840", + "issue:66740", + "issue:66773", + "issue:67412", + "issue:67806", + "issue:67875", + "issue:67984", + "issue:68073", + "issue:68237", + "issue:68344" + ], + "soft_pairs": [ + "issue:60970|issue:63991", + "issue:64111|issue:68344", + "issue:31038|issue:53247", + "issue:31260|issue:34353", + "issue:33943|issue:65657", + "issue:49784|issue:51505", + "issue:53140|issue:67875", + "issue:53469|issue:56920", + "issue:64256|issue:64844", + "issue:67412|issue:67806", + "issue:67984|issue:68073", + "issue:37303|issue:63937", + "issue:51810|issue:68237", + "issue:62783|issue:62995", + "issue:62472|issue:66740", + "issue:51505|issue:65514", + "issue:52175|issue:64497", + "issue:65510|issue:66773", + "issue:30704|issue:62409", + "issue:30981|issue:36672", + "issue:65581|issue:65600", + "issue:31096|issue:34247", + "issue:43680|issue:64844", + "issue:51780|issue:53168", + "issue:53687|issue:65840" + ], + "prepared_review_unit_hash": "a853c3ecd0b0a2b2acf63156e089bde32aa06abbefe113536c1359ed8e1f8357", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 25, + "serialized_chars": 35215, + "estimated_input_tokens": 8804, + "estimated_eval_tokens": 17864 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Mostly a heterogeneous cluster. The clearest duplicate family is the SecretRef / early-secret-resolution crash reports, and there is also one likely message-leak family; the rest only share broad subsystem similarity and should stay separate.", + "confidence": 0.71, + "canonical_issue_reason": "Issue 37303 is the broadest, highest-signal representative of the strongest duplicate family here: SecretRef/exec-secret resolution causing onboarding or CLI crashes across multiple channel tokens.", + "canonical_pr_reason": null, + "best_issue_reason": "37303 is the best global issue representative because it spans multiple channels (telegram/slack/discord) and has the clearest shared root cause among the near-duplicates.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:60970", + "right": "issue:63991", + "accept": false, + "reason": "Both concern sessions, but one is a silent acpx session-creation failure and the other is a null sessionDir/prompt lookup problem; too different to be the same bug." + }, + { + "left": "issue:64111", + "right": "issue:68344", + "accept": false, + "reason": "Both mention Ollama, but one is image-tool vision access and the other is broader context-window/tool-support behavior; not the same concrete bug." + }, + { + "left": "issue:31038", + "right": "issue:53247", + "accept": false, + "reason": "Plugin hook firing and WhatsApp plugin crash are different failure modes with different code paths." + }, + { + "left": "issue:31260", + "right": "issue:34353", + "accept": false, + "reason": "Discord offline status and requireMention behavior are unrelated symptoms; no sign of a shared root cause." + }, + { + "left": "issue:33943", + "right": "issue:65657", + "accept": false, + "reason": "Feishu message-response failure and Telegram history labeling are different channel-specific bugs." + }, + { + "left": "issue:49784", + "right": "issue:51505", + "accept": false, + "reason": "CLI file upload to Teams and WebSocket streaming event forwarding are unrelated features." + }, + { + "left": "issue:53140", + "right": "issue:67875", + "accept": false, + "reason": "WhatsApp auto-reply takeover and models.json baseUrl rewriting are clearly unrelated." + }, + { + "left": "issue:53469", + "right": "issue:56920", + "accept": false, + "reason": "Private network access support and custom inference servers are different feature requests, not the same change." + }, + { + "left": "issue:64256", + "right": "issue:64844", + "accept": false, + "reason": "Wrong-session routing in TUI and wrong default model injection in /new are separate configuration bugs." + }, + { + "left": "issue:67412", + "right": "issue:67806", + "accept": false, + "reason": "Both are Control UI render issues, but one is transient disappearance and the other is no render until refresh; not enough evidence of one root cause." + }, + { + "left": "issue:67984", + "right": "issue:68073", + "accept": false, + "reason": "General npm install failure and broken plugin upgrade path are related only at a very high level." + }, + { + "left": "issue:37303", + "right": "issue:63937", + "accept": true, + "reason": "Both report SecretRef/exec-secret resolution happening too early and crashing CLI or onboarding flows; they look like the same underlying secret-resolution bug." + }, + { + "left": "issue:51810", + "right": "issue:68237", + "accept": false, + "reason": "Both are in the SecretRef regression family, but the affected flows differ enough (doctor/update vs Slack runtime snapshot/reply) that they do not clearly look like one duplicate bug." + }, + { + "left": "issue:62783", + "right": "issue:62995", + "accept": false, + "reason": "Different auth/provider problems: OpenRouter isolated-cron auth vs Bedrock/aws-sdk instance-role key lookup." + }, + { + "left": "issue:62472", + "right": "issue:66740", + "accept": false, + "reason": "One is incorrect persistence of context-window state across providers; the other is a Google model metadata display issue." + }, + { + "left": "issue:51505", + "right": "issue:65514", + "accept": false, + "reason": "WebSocket thinking-stream forwarding and MiniMax tokenBudget forwarding are different data paths with different effects." + }, + { + "left": "issue:52175", + "right": "issue:64497", + "accept": false, + "reason": "Missing session registration in sessions.json and failure to spawn after inactivity are separate lifecycle bugs." + }, + { + "left": "issue:65510", + "right": "issue:66773", + "accept": false, + "reason": "Firecrawl SecretRef handling and plaintext token leakage in gateway RPC are unrelated bugs." + }, + { + "left": "issue:30704", + "right": "issue:62409", + "accept": true, + "reason": "Both describe hidden/internal assistant text leaking into user-visible chat messages; same bug class and plausibly one fix." + }, + { + "left": "issue:30981", + "right": "issue:36672", + "accept": false, + "reason": "Signal group admin setting propagation and invalid JSON payload errors are unrelated." + }, + { + "left": "issue:65581", + "right": "issue:65600", + "accept": false, + "reason": "Duplicate Discord replies and stale totalTokensFresh compaction state are different bugs." + }, + { + "left": "issue:31096", + "right": "issue:34247", + "accept": false, + "reason": "Telegram send permissions/403 and unresolved botToken variables are different failure modes." + }, + { + "left": "issue:43680", + "right": "issue:64844", + "accept": false, + "reason": "Ignored agent model settings and /new session using the wrong model are related only at the configuration level, not the same concrete bug." + }, + { + "left": "issue:51780", + "right": "issue:53168", + "accept": false, + "reason": "Stuck running indicator and WebSocket handshake timeout are not the same underlying issue." + }, + { + "left": "issue:53687", + "right": "issue:65840", + "accept": false, + "reason": "Missing media-understanding provider and unknown registered image model are distinct image-tool problems." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet and stays conservative overall. The two accepted pairs are reasonably supported by their titles/body summaries as same-bug families, and the rejected pairs are mostly kept separate unless the evidence points more strongly. No obvious overstatement or mergeability issue here." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 147, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:32048", + "issue:32252", + "issue:34353", + "issue:35656", + "issue:36134", + "issue:51036", + "issue:51168", + "issue:52677", + "issue:53231", + "issue:53566", + "issue:53591", + "issue:53679", + "issue:53689", + "issue:53745", + "issue:53864", + "issue:55343", + "issue:55790", + "issue:59405", + "issue:61137", + "issue:63572", + "issue:64067", + "issue:64174", + "issue:64480", + "issue:64525", + "issue:64900", + "issue:65086", + "issue:65314", + "issue:65666", + "issue:65760", + "issue:65834", + "issue:65890", + "issue:65921", + "issue:66097", + "issue:66306", + "issue:66588", + "issue:66766", + "issue:66860", + "issue:67151", + "issue:67248", + "issue:67469", + "issue:67724", + "issue:67737", + "issue:67786", + "issue:67955", + "issue:68101", + "issue:68413", + "issue:68766" + ], + "soft_pairs": [ + "issue:65086|issue:65760", + "issue:32048|issue:53745", + "issue:53679|issue:63572", + "issue:53864|issue:68766", + "issue:35656|issue:67955", + "issue:55343|issue:67151", + "issue:51168|issue:67724", + "issue:64900|issue:66306", + "issue:53689|issue:64067", + "issue:59405|issue:64174", + "issue:64525|issue:67737", + "issue:61137|issue:66588", + "issue:34353|issue:65314", + "issue:66860|issue:67248", + "issue:32252|issue:64480", + "issue:53566|issue:67469", + "issue:53231|issue:65890", + "issue:53679|issue:65921", + "issue:65666|issue:67786", + "issue:36134|issue:66766", + "issue:51036|issue:52677", + "issue:53591|issue:68413", + "issue:65834|issue:66097", + "issue:55790|issue:65086", + "issue:65890|issue:68101" + ], + "prepared_review_unit_hash": "b1b7c22405a02330890e0f5f842301463e41a5720bde3c1168ed30da905e8e8d", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 25, + "serialized_chars": 35215, + "estimated_input_tokens": 8804, + "estimated_eval_tokens": 17864 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "The soft pairs are broad-similarity false positives: they span unrelated bugs across Telegram, Discord, Feishu, memory, model routing, CDP, auth, and session spawning. I would not merge any of these into duplicate groups based on the available evidence.", + "confidence": 0.94, + "canonical_issue_reason": "No single canonical issue is justified here; the candidates are heterogeneous and do not appear to describe the same underlying bug.", + "canonical_pr_reason": null, + "best_issue_reason": "No global best issue stands out as a representative duplicate target, because the cluster does not cohere around one defect or code path.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:65086", + "right": "issue:65760", + "accept": false, + "reason": "Both mention fallback behavior, but one is about child subagents ignoring a model override and the other is about preserving the original prompt during retry; different bugs and likely different fixes." + }, + { + "left": "issue:32048", + "right": "issue:53745", + "accept": false, + "reason": "Both involve Telegram polling stopping, but the triggers differ sharply: Android/Termux under load vs freezes after nested subagent activity." + }, + { + "left": "issue:53679", + "right": "issue:63572", + "accept": false, + "reason": "Both are path-related, but one is a hardcoded TMPDIR in a LaunchAgent and the other is missing cross-OS workspace path rewriting after migration." + }, + { + "left": "issue:53864", + "right": "issue:68766", + "accept": false, + "reason": "Completely different subsystems: MCP startup availability vs Feishu WebSocket token refresh recovery." + }, + { + "left": "issue:35656", + "right": "issue:67955", + "accept": false, + "reason": "Feishu log refresh behavior and Slack route returning 404 are unrelated failure modes." + }, + { + "left": "issue:55343", + "right": "issue:67151", + "accept": false, + "reason": "Conversation history persistence and Discord URL stripping are different data-loss bugs in different pipelines." + }, + { + "left": "issue:51168", + "right": "issue:67724", + "accept": false, + "reason": "Both are event/handler-related, but one is inbound WebSocket handler failure with no auto-reply and the other is button clicks not dispatching to wake a session." + }, + { + "left": "issue:64900", + "right": "issue:66306", + "accept": false, + "reason": "Both report status checks saying 'not running' / pending while something is live, but one is remote CDP profile detection and the other is macOS gateway health reporting." + }, + { + "left": "issue:53689", + "right": "issue:64067", + "accept": false, + "reason": "A missing model name and a missing QA scenario pack are unrelated lookup failures." + }, + { + "left": "issue:59405", + "right": "issue:64174", + "accept": false, + "reason": "Telegram tool output truncation and OAuth 403 HTML are different code paths and symptoms." + }, + { + "left": "issue:64525", + "right": "issue:67737", + "accept": false, + "reason": "Both are hook dispatch bugs, but they affect different hooks and channels; the evidence is too generic to say it's the same defect." + }, + { + "left": "issue:61137", + "right": "issue:66588", + "accept": false, + "reason": "An intermittent JSON parse error on arm64 is unrelated to browser plugin launch fallback on Raspberry Pi." + }, + { + "left": "issue:34353", + "right": "issue:65314", + "accept": false, + "reason": "Discord requireMention misbehavior and Ollama timeouts are unrelated." + }, + { + "left": "issue:66860", + "right": "issue:67248", + "accept": false, + "reason": "Both involve session spawn/recovery, but one is missing-session-entry pruning restart recovery and the other is ACP-only streamTo failure under GPT-5.4." + }, + { + "left": "issue:32252", + "right": "issue:64480", + "accept": false, + "reason": "Different plugins and different delivery failures: Nostr DM delivery vs BlueBubbles send-method configuration." + }, + { + "left": "issue:53566", + "right": "issue:67469", + "accept": false, + "reason": "Unknown Gemini model rejection and missing transcript persistence are unrelated." + }, + { + "left": "issue:53231", + "right": "issue:65890", + "accept": false, + "reason": "Both touch memory, but one is status/search scope handling and the other is managed-collection backend fallback; not the same bug." + }, + { + "left": "issue:53679", + "right": "issue:65921", + "accept": false, + "reason": "Both mention path resolution after update/migration, but they concern different executables and different broken paths." + }, + { + "left": "issue:65666", + "right": "issue:67786", + "accept": false, + "reason": "An iframe auth-token propagation issue is not the same as Google Chat webhook JWT validation returning 401." + }, + { + "left": "issue:36134", + "right": "issue:66766", + "accept": false, + "reason": "Model fallback on subagent spawn and incorrect session context-limit display are unrelated." + }, + { + "left": "issue:51036", + "right": "issue:52677", + "accept": false, + "reason": "Custom OpenAI-compatible provider payload/usage failure and Gemini web_search/web_fetch availability are different issues." + }, + { + "left": "issue:53591", + "right": "issue:68413", + "accept": false, + "reason": "Both mention Moonshot/Kimi models, but one is empty tool-call args from payload compatibility and the other is a timeout before first chunk." + }, + { + "left": "issue:65834", + "right": "issue:66097", + "accept": false, + "reason": "Cron reconciliation reporting unavailable and custom CDP profile 'not running' are unrelated availability checks." + }, + { + "left": "issue:55790", + "right": "issue:65086", + "accept": false, + "reason": "Both involve sessions_spawn subagents, but one is about inherited thinking defaults and the other about model override/fallback; different concrete problems." + }, + { + "left": "issue:65890", + "right": "issue:68101", + "accept": false, + "reason": "Managed memory collection fallback and relative workflow file path parsing are unrelated." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 148, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:28834", + "issue:30350", + "issue:31382", + "issue:31704", + "issue:32296", + "issue:32807", + "issue:34537", + "issue:35095", + "issue:35656", + "issue:37040", + "issue:47563", + "issue:50999", + "issue:51084", + "issue:51656", + "issue:51815", + "issue:53318", + "issue:53512", + "issue:53858", + "issue:56957", + "issue:62272", + "issue:63661", + "issue:63946", + "issue:64235", + "issue:64555", + "issue:64566", + "issue:64603", + "issue:64752", + "issue:64984", + "issue:65208", + "issue:65236", + "issue:65304", + "issue:65450", + "issue:65565", + "issue:65619", + "issue:65694", + "issue:66046", + "issue:66153", + "issue:66624", + "issue:66752", + "issue:66763", + "issue:66766", + "issue:66784", + "issue:66925", + "issue:67378", + "issue:67779", + "issue:68241", + "issue:68344" + ], + "soft_pairs": [ + "issue:32807|issue:37040", + "issue:64566|issue:66784", + "issue:34537|issue:51656", + "issue:28834|issue:64752", + "issue:50999|issue:53858", + "issue:65208|issue:66763", + "issue:31382|issue:66752", + "issue:53318|issue:65304", + "issue:62272|issue:64603", + "issue:65236|issue:65450", + "issue:66766|issue:68241", + "issue:56957|issue:66046", + "issue:32296|issue:63661", + "issue:51815|issue:64235", + "issue:30350|issue:35656", + "issue:31704|issue:66153", + "issue:35095|issue:66046", + "issue:51084|issue:66624", + "issue:53512|issue:68344", + "issue:63946|issue:66925", + "issue:64984|issue:65694", + "issue:64555|issue:67378", + "issue:65565|issue:67779", + "issue:47563|issue:65619" + ], + "prepared_review_unit_hash": "b3f943c8fc2f86bd5010feae0b9481281dcf647ff2c5ae0836636373c2c3e217", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 24, + "serialized_chars": 34721, + "estimated_input_tokens": 8681, + "estimated_eval_tokens": 17618 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Two soft pairs look like true duplicates: the memory capability/wiki-bridge regression pair and the MCP subprocess leak pair. The rest are similarity-only matches across different products, platforms, or failure modes.", + "confidence": 0.91, + "canonical_issue_reason": "No single canonical exists for the whole set because the items split into unrelated bug themes; if one representative must be chosen, issue #66925 is the strongest root-cause issue because it names the overwrite-only memory registration bug that explains the downstream wiki-bridge import failure.", + "canonical_pr_reason": null, + "best_issue_reason": "#66925 is the best issue representative overall among the accepted duplicates: it is specific, root-cause oriented, and clearly explains the user-visible symptom. #65694 is also a valid representative for the separate MCP leak subcluster.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:32807", + "right": "issue:37040", + "accept": false, + "reason": "Both are bot/session visibility problems, but one is browser-tools/session-state loss and the other is no visible reply; not the same concrete bug." + }, + { + "left": "issue:64566", + "right": "issue:66784", + "accept": false, + "reason": "Both mention provider config/schema, but one is a docs/schema mismatch and the other is a runtime validator bug for Comfy plugins; too different to merge." + }, + { + "left": "issue:34537", + "right": "issue:51656", + "accept": false, + "reason": "TUI final-tag rendering failure and image-tool fallback routing are different code paths and symptoms." + }, + { + "left": "issue:28834", + "right": "issue:64752", + "accept": false, + "reason": "Slack duplicate responses from message_changed events is unrelated to Telegram reaction events not triggering a turn." + }, + { + "left": "issue:50999", + "right": "issue:53858", + "accept": false, + "reason": "Both are restart loops, but they affect different channels (Telegram vs Nostr) and have different failure mechanisms." + }, + { + "left": "issue:65208", + "right": "issue:66763", + "accept": false, + "reason": "Both involve macOS Chrome debugging, but one is launch-time flag propagation and the other is existing-session attach behavior; not the same bug." + }, + { + "left": "issue:31382", + "right": "issue:66752", + "accept": false, + "reason": "Both are global-install/update failures, but the errors and causes differ: root-path detection vs missing bundled module on ARM64." + }, + { + "left": "issue:53318", + "right": "issue:65304", + "accept": false, + "reason": "Feishu card/schema incompatibility is not the same as a Windows-wide missing-parameter failure across all tools." + }, + { + "left": "issue:62272", + "right": "issue:64603", + "accept": false, + "reason": "A missing bundled module on update and a punycode deprecation warning are unrelated." + }, + { + "left": "issue:65236", + "right": "issue:65450", + "accept": false, + "reason": "MiniMax endpoint regression and image-tool unknown-model handling are different provider issues." + }, + { + "left": "issue:66766", + "right": "issue:68241", + "accept": false, + "reason": "Both concern Anthropic model metadata, but one is a context-window display bug and the other is model rejection/allowlisting." + }, + { + "left": "issue:56957", + "right": "issue:66046", + "accept": false, + "reason": "WhatsApp group-policy regression and Google Vertex 401 auth failures are unrelated." + }, + { + "left": "issue:32296", + "right": "issue:63661", + "accept": false, + "reason": "Replying to the wrong prior message is not the same as context overflow producing zero payloads and an infinite spinner." + }, + { + "left": "issue:51815", + "right": "issue:64235", + "accept": false, + "reason": "Telegram plugin load failure and Telegram sendMessage network failure are different failure modes." + }, + { + "left": "issue:30350", + "right": "issue:35656", + "accept": false, + "reason": "Webchat title flicker and Feishu log refresh are unrelated UI vs logging behaviors." + }, + { + "left": "issue:31704", + "right": "issue:66153", + "accept": false, + "reason": "Both are WhatsApp-related, but one is identity confusion between people and the other is self-mode interfering with Meta AI chat." + }, + { + "left": "issue:35095", + "right": "issue:66046", + "accept": false, + "reason": "Both are 401 errors, but one is Google Chat inbound webhook auth and the other is Google Vertex model auth; different endpoints and causes." + }, + { + "left": "issue:51084", + "right": "issue:66624", + "accept": false, + "reason": "Feishu document-reading regression and onboarding channel-selection trim error are unrelated." + }, + { + "left": "issue:53512", + "right": "issue:68344", + "accept": false, + "reason": "Agent-switch behavior under context saturation and Ollama context/tool support issues are not the same code-path bug." + }, + { + "left": "issue:63946", + "right": "issue:66925", + "accept": true, + "reason": "These describe the same memory-capability regression: the bridge import returns 0 artifacts because memory capability registration overwrites publicArtifacts." + }, + { + "left": "issue:64984", + "right": "issue:65694", + "accept": true, + "reason": "Both describe the same MCP subprocess leak/orphaning problem causing memory exhaustion and hanging commands; one is just a reconnect-specific repro." + }, + { + "left": "issue:64555", + "right": "issue:67378", + "accept": false, + "reason": "Profile-boundary credential leakage and ghost chats from LID\u2192PN resolution are different WhatsApp bugs." + }, + { + "left": "issue:65565", + "right": "issue:67779", + "accept": false, + "reason": "Default-agent config validation and multi-agent webchat rendering problems are unrelated." + }, + { + "left": "issue:47563", + "right": "issue:65619", + "accept": false, + "reason": "Sharp build failure on macOS arm64 and gateway bind=loopback resolving to 0.0.0.0 are unrelated platform issues." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet and stays conservative. The two accepted duplicate pairs are well supported by the titles: the memory-capability/wiki-bridge issues and the MCP subprocess leak issues look like the same bugfixes, and the rest of the soft pairs are reasonably rejected as similar-but-distinct. The canonical-issue note is also appropriately cautious given the set splits into separate themes." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 149, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:29809", + "issue:31098", + "issue:32252", + "issue:32400", + "issue:32678", + "issue:32808", + "issue:32947", + "issue:33263", + "issue:34610", + "issue:35023", + "issue:37344", + "issue:37388", + "issue:51158", + "issue:51609", + "issue:51794", + "issue:52173", + "issue:52324", + "issue:53140", + "issue:53322", + "issue:53582", + "issue:62783", + "issue:64017", + "issue:64036", + "issue:64464", + "issue:64523", + "issue:64729", + "issue:64793", + "issue:65052", + "issue:65078", + "issue:65247", + "issue:65314", + "issue:65315", + "issue:65327", + "issue:65343", + "issue:65524", + "issue:65595", + "issue:65663", + "issue:66082", + "issue:66121", + "issue:66263", + "issue:66381", + "issue:67093", + "issue:67216", + "issue:67527", + "issue:68073", + "issue:68508", + "issue:8731" + ], + "soft_pairs": [ + "issue:32808|issue:64464", + "issue:65327|issue:67216", + "issue:32252|issue:51158", + "issue:65314|issue:65343", + "issue:29809|issue:34610", + "issue:65315|issue:67093", + "issue:66381|issue:8731", + "issue:33263|issue:53322", + "issue:64036|issue:66082", + "issue:64036|issue:68073", + "issue:65078|issue:65247", + "issue:37388|issue:65524", + "issue:64729|issue:66121", + "issue:65052|issue:66263", + "issue:51609|issue:62783", + "issue:32947|issue:37344", + "issue:35023|issue:65663", + "issue:52324|issue:53582", + "issue:32400|issue:64793", + "issue:64017|issue:64464", + "issue:32678|issue:53140", + "issue:31098|issue:51794", + "issue:33263|issue:64523", + "issue:52173|issue:65595", + "issue:67527|issue:68508" + ], + "prepared_review_unit_hash": "ef23c76adf5f2ef2321fbafaad913c1e1116b6cc12c13b87d0d32f98c6b8b2a9", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 25, + "serialized_chars": 34896, + "estimated_input_tokens": 8724, + "estimated_eval_tokens": 17704 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This set is not one cohesive duplicate cluster; it contains several unrelated bug families. I only accepted the pairs that look like the same underlying bug, mostly around webchat transcript leakage/mirroring, history replay for reasoning/thinking blocks, and Ollama timeout handling.", + "confidence": 0.83, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": null, + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:32808", + "right": "issue:64464", + "accept": false, + "reason": "Different startup failures in different subsystems: Feishu on WSL2 vs Chrome DISPLAY setup." + }, + { + "left": "issue:65327", + "right": "issue:67216", + "accept": false, + "reason": "Both mention SSRF/allowPrivateNetwork, but they affect different features and code paths." + }, + { + "left": "issue:32252", + "right": "issue:51158", + "accept": false, + "reason": "Different plugins and symptoms: Nostr DM delivery vs Matrix inbound routing." + }, + { + "left": "issue:65314", + "right": "issue:65343", + "accept": true, + "reason": "Both report Ollama requests timing out; one is agent mode and the other is general provider timeout handling, likely the same bug." + }, + { + "left": "issue:29809", + "right": "issue:34610", + "accept": false, + "reason": "Gateway origin/CORS error vs a mixed report about update status, restart notification, and browser-tab cleanup." + }, + { + "left": "issue:65315", + "right": "issue:67093", + "accept": false, + "reason": "Different surfaces and behaviors: webchat runtime leakage vs Discord raw tool-call syntax leakage." + }, + { + "left": "issue:66381", + "right": "issue:8731", + "accept": false, + "reason": "Both involve delayed UI behavior, but the underlying bugs are different message-flow issues." + }, + { + "left": "issue:33263", + "right": "issue:53322", + "accept": false, + "reason": "Transcript duplication in webchat is not the same as browser-tool execution ordering before reply generation." + }, + { + "left": "issue:64036", + "right": "issue:66082", + "accept": false, + "reason": "Unrelated: a whitespace bug in chunking vs missing exported artifacts in memory-wiki bridge mode." + }, + { + "left": "issue:64036", + "right": "issue:68073", + "accept": false, + "reason": "Completely different bugs: text chunk formatting vs plugin upgrade path." + }, + { + "left": "issue:65078", + "right": "issue:65247", + "accept": false, + "reason": "Both are transcript/UI issues, but one is missing visibility and the other is synthetic-message leakage during replay." + }, + { + "left": "issue:37388", + "right": "issue:65524", + "accept": false, + "reason": "Log rotation bug and deleted-agent-session access are unrelated." + }, + { + "left": "issue:64729", + "right": "issue:66121", + "accept": false, + "reason": "Both are config-validation complaints, but one is stale plugin IDs and the other is a false empty-allow-list report." + }, + { + "left": "issue:65052", + "right": "issue:66263", + "accept": false, + "reason": "Different Codex features: vision-turn stalling vs post-compaction context accounting." + }, + { + "left": "issue:51609", + "right": "issue:62783", + "accept": false, + "reason": "Sandbox python3 missing is unrelated to OpenRouter auth in cron sessions." + }, + { + "left": "issue:32947", + "right": "issue:37344", + "accept": false, + "reason": "Both say 'fetch failed', but they involve different request paths and different products." + }, + { + "left": "issue:35023", + "right": "issue:65663", + "accept": true, + "reason": "Both point to replay/history handling of thinking/reasoning blocks before tool calls, causing provider/session failures." + }, + { + "left": "issue:52324", + "right": "issue:53582", + "accept": false, + "reason": "General input-buffer behavior is not the same as an iMessage self-chat loop causing NO_REPLY." + }, + { + "left": "issue:32400", + "right": "issue:64793", + "accept": false, + "reason": "Both hang the UI, but the triggers differ: websocket disconnect during streaming vs agent timeout not surfaced." + }, + { + "left": "issue:64017", + "right": "issue:64464", + "accept": false, + "reason": "Different spawn failures: Discord conversation binding vs Chrome DISPLAY initialization." + }, + { + "left": "issue:32678", + "right": "issue:53140", + "accept": false, + "reason": "Different integrations and failure modes: Feishu routing config vs WhatsApp auto-reply takeover." + }, + { + "left": "issue:31098", + "right": "issue:51794", + "accept": false, + "reason": "Both involve channel tokens, but Telegram botToken parsing and Discord secretref-env resolution are distinct bugs." + }, + { + "left": "issue:33263", + "right": "issue:64523", + "accept": true, + "reason": "Both describe the same webchat/control transcript mirror bug where assistant output is re-injected into the visible conversation." + }, + { + "left": "issue:52173", + "right": "issue:65595", + "accept": false, + "reason": "Provider-prefix handling bugs in different areas are not the same code-path problem." + }, + { + "left": "issue:67527", + "right": "issue:68508", + "accept": true, + "reason": "Both describe async/system messages leaking into user-visible webchat bubbles or transcript after execution." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet, and the accepted soft edges stay within conservative bounds: the webchat/transcript-leak pairs, the reasoning/thinking history-replay pair, and the Ollama timeout pair all have clear topical overlap in the titles. The rejected pairs are also appropriately separated by subsystem or symptom. No mergeability issue applies here since these are issue pairs, not PR pairs." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 150, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:30314", + "issue:32633", + "issue:32812", + "issue:35039", + "issue:36263", + "issue:36672", + "issue:47563", + "issue:49705", + "issue:51056", + "issue:51357", + "issue:51468", + "issue:51569", + "issue:52162", + "issue:52488", + "issue:53140", + "issue:53579", + "issue:53618", + "issue:53928", + "issue:60004", + "issue:62868", + "issue:63157", + "issue:63572", + "issue:63712", + "issue:64174", + "issue:64235", + "issue:64900", + "issue:65309", + "issue:65314", + "issue:65465", + "issue:65563", + "issue:65602", + "issue:65657", + "issue:65665", + "issue:65862", + "issue:66082", + "issue:66281", + "issue:66382", + "issue:66752", + "issue:66934", + "issue:66982", + "issue:67045", + "issue:67106", + "issue:67598", + "issue:67683", + "issue:68021", + "issue:68073", + "issue:68615" + ], + "soft_pairs": [ + "issue:51056|issue:65862", + "issue:49705|issue:66281", + "issue:66382|issue:66982", + "issue:51357|issue:65309", + "issue:63572|issue:65665", + "issue:63712|issue:67045", + "issue:66752|issue:68073", + "issue:53618|issue:68021", + "issue:32812|issue:53579", + "issue:66934|issue:67106", + "issue:36263|issue:67598", + "issue:52488|issue:53140", + "issue:30314|issue:65657", + "issue:32633|issue:36672", + "issue:35039|issue:53928", + "issue:51569|issue:52162", + "issue:63157|issue:66082", + "issue:64235|issue:65563", + "issue:64900|issue:67683", + "issue:65465|issue:65602", + "issue:64174|issue:68615", + "issue:64900|issue:65314", + "issue:47563|issue:51468", + "issue:60004|issue:62868" + ], + "prepared_review_unit_hash": "d4d8eb7dbd482e6dfcad269fcf9784ffc2ba4ee34a057f63802cf318ec364cca", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 24, + "serialized_chars": 34648, + "estimated_input_tokens": 8662, + "estimated_eval_tokens": 17580 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Mostly false-positive similarity matches across unrelated bugs. I accepted only the pairs that appear to describe the same concrete code-path failure: browser attach/DevToolsActivePort, WebChat image upload, cron payload persistence, and reserveTokens compaction state.", + "confidence": 0.86, + "canonical_issue_reason": "No single canonical issue cleanly represents the whole batch because the set is mostly a bundle of unrelated bugs; among the accepted duplicates, issue 68021 is the best canonical anchor for the WebChat image-upload failure because it gives the more concrete symptom and diagnostics.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 51056 is the strongest standalone report in the batch overall: it has the highest discussion/inbound activity and a clearly scoped repro, even though it is not a duplicate of most other items.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:51056", + "right": "issue:65862", + "accept": false, + "reason": "Same broad product area, but different failures: OpenRouter auth header handling vs onboarding setup wizard provider visibility." + }, + { + "left": "issue:49705", + "right": "issue:66281", + "accept": true, + "reason": "Both describe the same browser attach path failing with DevToolsActivePort/CDP errors after a Chrome/update change; the platform details differ but the underlying bug is the attach mechanism." + }, + { + "left": "issue:66382", + "right": "issue:66982", + "accept": false, + "reason": "Both mention relay/session handling, but one drops system-event body in the prompt while the other creates orphan sessions; different stages and symptoms." + }, + { + "left": "issue:51357", + "right": "issue:65309", + "accept": false, + "reason": "Probe timeout false negatives and Active Memory blocking direct-chat turns are different code paths and user-visible failures." + }, + { + "left": "issue:63572", + "right": "issue:65665", + "accept": false, + "reason": "Cross-OS path rewrite/doctor validation and stale vision image data are unrelated." + }, + { + "left": "issue:63712", + "right": "issue:67045", + "accept": false, + "reason": "Both involve model fallback behavior, but one is persistence overriding channel-level model settings and the other is fallback after a tool_use formatting error." + }, + { + "left": "issue:66752", + "right": "issue:68073", + "accept": false, + "reason": "ARM64 npm global install missing chunk file and plugin upgrade/install path issues are distinct problems." + }, + { + "left": "issue:53618", + "right": "issue:68021", + "accept": true, + "reason": "Same WebChat image-upload bug: one report says uploads are unsupported, the other shows they silently fail with no POST/metadata, matching the same feature path." + }, + { + "left": "issue:32812", + "right": "issue:53579", + "accept": false, + "reason": "Dashboard save button failure for tools and agents forgetting infrastructure usage are not the same defect." + }, + { + "left": "issue:66934", + "right": "issue:67106", + "accept": false, + "reason": "Sender-label rendering in WebChat and Safari text-disappearance when tool results arrive are different UI issues." + }, + { + "left": "issue:36263", + "right": "issue:67598", + "accept": true, + "reason": "Both describe cron payload overrides not being persisted/respected: one for fallbacks via cron.update, the other for model override on isolated sessions." + }, + { + "left": "issue:52488", + "right": "issue:53140", + "accept": false, + "reason": "Missing operator.read scope after pairing and WhatsApp auto-reply takeover are unrelated." + }, + { + "left": "issue:30314", + "right": "issue:65657", + "accept": false, + "reason": "Feishu group-chat delivery and Telegram session-history labeling are distinct integration bugs." + }, + { + "left": "issue:32633", + "right": "issue:36672", + "accept": false, + "reason": "TranscriptPath persisting as null on restart and a generic invalid JSON payload 400 are different root causes." + }, + { + "left": "issue:35039", + "right": "issue:53928", + "accept": false, + "reason": "Telegram subagent spawning and Bedrock credential loading in embedded runs are different failures." + }, + { + "left": "issue:51569", + "right": "issue:52162", + "accept": false, + "reason": "OAuth proxy handling and memory_search remote embedding proxy handling are separate subsystems and bugs." + }, + { + "left": "issue:63157", + "right": "issue:66082", + "accept": false, + "reason": "Cached plugin restore dropping capability and bridge mode exporting zero artifacts are related only by area, not the same concrete defect." + }, + { + "left": "issue:64235", + "right": "issue:65563", + "accept": false, + "reason": "Telegram sendMessage network failure and webhook flow owner_session_key constraint failure are unrelated." + }, + { + "left": "issue:64900", + "right": "issue:67683", + "accept": false, + "reason": "Remote CDP running-state detection and stopping a task to prevent Notion reformatting are different issues." + }, + { + "left": "issue:65465", + "right": "issue:65602", + "accept": true, + "reason": "Same compaction reserveTokens bug: resourceLoader.reload() overwrites the reserveTokens value set from config, matching the Ollama precheck symptom." + }, + { + "left": "issue:64174", + "right": "issue:68615", + "accept": false, + "reason": "OAuth runtime 403 HTML and stale Codex path routing after disabling Codex are different problems." + }, + { + "left": "issue:64900", + "right": "issue:65314", + "accept": false, + "reason": "Remote CDP profile state reporting and Ollama model timeout in agent mode are unrelated." + }, + { + "left": "issue:47563", + "right": "issue:51468", + "accept": false, + "reason": "macOS arm64 sharp build failure and Windows ACP runtime/version mismatch are different platform-specific issues." + }, + { + "left": "issue:60004", + "right": "issue:62868", + "accept": false, + "reason": "Missing @slack/web-api and missing Telegram channel.setup.js are separate plugin packaging/load failures." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet and stays mostly conservative. The accepted soft-edge pairs have plausible title-level support, and the rejected pairs appropriately avoid over-collapsing unrelated bugs. I did not see an overstatement severe enough to reject." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 151, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:24173", + "issue:25663", + "issue:30175", + "issue:31382", + "issue:31414", + "issue:32532", + "issue:33049", + "issue:34324", + "issue:34449", + "issue:34582", + "issue:35249", + "issue:35523", + "issue:36157", + "issue:37564", + "issue:50651", + "issue:50976", + "issue:51056", + "issue:53587", + "issue:53640", + "issue:53659", + "issue:53824", + "issue:60970", + "issue:62214", + "issue:63026", + "issue:63126", + "issue:63484", + "issue:63759", + "issue:64194", + "issue:64381", + "issue:64476", + "issue:64618", + "issue:64900", + "issue:65129", + "issue:65405", + "issue:65488", + "issue:65578", + "issue:65742", + "issue:65834", + "issue:66094", + "issue:67192", + "issue:67288", + "issue:67786", + "issue:67792", + "issue:67797", + "issue:68113", + "issue:68239", + "issue:68249", + "issue:68261" + ], + "soft_pairs": [ + "issue:24173|issue:64194", + "issue:30175|issue:51056", + "issue:33049|issue:53659", + "issue:37564|issue:50976", + "issue:34324|issue:68239", + "issue:36157|issue:66094", + "issue:64900|issue:65742", + "issue:53640|issue:67786", + "issue:50651|issue:65405", + "issue:60970|issue:63484", + "issue:31382|issue:31414", + "issue:34449|issue:35523", + "issue:64476|issue:65834", + "issue:68113|issue:68261", + "issue:53824|issue:65129", + "issue:62214|issue:63126", + "issue:34582|issue:65578", + "issue:63759|issue:65488", + "issue:64381|issue:64618", + "issue:67288|issue:68249", + "issue:53587|issue:67792", + "issue:67192|issue:67797", + "issue:25663|issue:63026", + "issue:32532|issue:35249" + ], + "prepared_review_unit_hash": "3d8964746a85dfd47667972d3a480a839929063db1ab35b697274f1c6ce0aca8", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 35443, + "estimated_input_tokens": 8861, + "estimated_eval_tokens": 17978 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Mostly unrelated issues with only one plausible duplicate pair around WhatsApp media sendMedia behavior. The rest share broad subsystem words (Telegram, cron, auth, model, startup) but do not look like the same underlying bug.", + "confidence": 0.89, + "canonical_issue_reason": "issue:63126 is the clearest/root-cause-rich description of the only plausible duplicate pair: WhatsApp media sending is broken because the legacy sendMedia path falls back to text-only behavior.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:63126 is the best issue anchor overall because it most specifically names the concrete failing code path and symptom; the cluster otherwise does not form a single coherent duplicate set.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:24173", + "right": "issue:64194", + "accept": false, + "reason": "Both mention restart/state loss, but one is compaction/session context loss and the other is WhatsApp/Telegram config persistence after upgrade; different bugs." + }, + { + "left": "issue:30175", + "right": "issue:51056", + "accept": false, + "reason": "Both are auth-header failures, but for different providers and different request flows (Anthropic image tool vs OpenRouter provider)." + }, + { + "left": "issue:33049", + "right": "issue:53659", + "accept": false, + "reason": "Both involve Telegram forum/topic context, but they affect different event paths (ACP announce routing vs exec approval completion). Too broad to treat as the same concrete bug." + }, + { + "left": "issue:37564", + "right": "issue:50976", + "accept": false, + "reason": "Channel-routing wording overlaps, but Feishu dispatch completion and Slack multi-agent streaming are distinct behaviors on different integrations." + }, + { + "left": "issue:34324", + "right": "issue:68239", + "accept": false, + "reason": "Both mention duplicate delivery, but one is WebChat\u2192Telegram cross-delivery and the other is duplicate accumulation within a WebChat session; not the same defect." + }, + { + "left": "issue:36157", + "right": "issue:66094", + "accept": false, + "reason": "Completely different symptoms and code paths: image recognition/API proxy failure vs ModelRegistry latency/timeouts." + }, + { + "left": "issue:64900", + "right": "issue:65742", + "accept": false, + "reason": "One is CDP profile liveness reporting, the other is PDF tool model resolution; no shared underlying bug." + }, + { + "left": "issue:53640", + "right": "issue:67786", + "accept": false, + "reason": "Both are auth failures, but one is GEMINI_API_KEY/API_KEY_INVALID and the other is Google Chat JWT 401; different authentication mechanisms." + }, + { + "left": "issue:50651", + "right": "issue:65405", + "accept": false, + "reason": "Both touch the model page, but one is duplicate-ID display deduping and the other is provider filtering; feature/UX mismatch, not a duplicate bug." + }, + { + "left": "issue:60970", + "right": "issue:63484", + "accept": false, + "reason": "Silent session creation failure is not the same as heartbeat interrupting tasks and causing channel/model side effects." + }, + { + "left": "issue:31382", + "right": "issue:31414", + "accept": false, + "reason": "Both involve npm/update flows, but one is a not-openclaw-root failure on global installs and the other is systemd service version mismatch." + }, + { + "left": "issue:34449", + "right": "issue:35523", + "accept": false, + "reason": "Both are delayed message handling, but one is processing stall until next user message and the other is TUI display not updating until restart." + }, + { + "left": "issue:64476", + "right": "issue:65834", + "accept": false, + "reason": "Both mention gateway availability, but one is Windows local RPC timeouts and the other is cron reconciliation reporting unavailable while cron runs." + }, + { + "left": "issue:68113", + "right": "issue:68261", + "accept": false, + "reason": "Mattermost initialization 503s and OpenRouter blank responses are unrelated." + }, + { + "left": "issue:53824", + "right": "issue:65129", + "accept": false, + "reason": "Both are cron-related, but one is Unknown Channel after gateway restart and the other is a per-job --model override being ignored." + }, + { + "left": "issue:62214", + "right": "issue:63126", + "accept": true, + "reason": "These describe the same WhatsApp media-send regression: sendMedia is broken after plugin/refactor changes and falls back to text-only behavior." + }, + { + "left": "issue:34582", + "right": "issue:65578", + "accept": false, + "reason": "WhatsApp delivery timing and Kilo model auto-discovery are unrelated." + }, + { + "left": "issue:63759", + "right": "issue:65488", + "accept": false, + "reason": "Telegram typing-delay timing and heartbeat-turn context issues are different problems." + }, + { + "left": "issue:64381", + "right": "issue:64618", + "accept": false, + "reason": "Both are startup registration problems, but one excludes memory-kind plugins and the other misses one specific cron import; not the same bug." + }, + { + "left": "issue:67288", + "right": "issue:68249", + "accept": false, + "reason": "One is unnecessary discovery gating in amazon-bedrock-mantle; the other is Brave plugin load failure. Different plugins and failures." + }, + { + "left": "issue:53587", + "right": "issue:67792", + "accept": false, + "reason": "OpenRouter model-ID runtime error vs Telegram menu label formatting for OpenRouter models; UI display issue is not the same as factory lookup failure." + }, + { + "left": "issue:67192", + "right": "issue:67797", + "accept": false, + "reason": "Different providers and defects: Mistral /think stream-wrapper crash vs OpenRouter reasoning flag cache not respected." + }, + { + "left": "issue:25663", + "right": "issue:63026", + "accept": false, + "reason": "Web UI inactivity timeout/401 and control-panel file upload misrouting are unrelated." + }, + { + "left": "issue:32532", + "right": "issue:35249", + "accept": false, + "reason": "Both involve browser startup, but one is a Chrome extension relay deadlock and the other is failure to enable Chrome after update; not the same code-path bug." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet and stays conservative. The only accepted pair, issue:62214 vs issue:63126, is clearly the same WhatsApp sendMedia regression from the titles/descriptions. The other soft-edge rejections are appropriately cautious: they rely on broad subsystem overlap but do not overstate a shared root cause. Overall the cluster appears mostly unrelated aside from that single WhatsApp media-send duplicate pair." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 152, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:30152", + "issue:30314", + "issue:31098", + "issue:32252", + "issue:32638", + "issue:35045", + "issue:35522", + "issue:41972", + "issue:48479", + "issue:50964", + "issue:51112", + "issue:51511", + "issue:51656", + "issue:52773", + "issue:53162", + "issue:53390", + "issue:53472", + "issue:53512", + "issue:53544", + "issue:53871", + "issue:62272", + "issue:62748", + "issue:62749", + "issue:63704", + "issue:63707", + "issue:63816", + "issue:64017", + "issue:64026", + "issue:64235", + "issue:64517", + "issue:64618", + "issue:64850", + "issue:64892", + "issue:64914", + "issue:65494", + "issue:65581", + "issue:65786", + "issue:66034", + "issue:66260", + "issue:66588", + "issue:66674", + "issue:66752", + "issue:67173", + "issue:67256", + "issue:67459", + "issue:67696", + "issue:67949", + "issue:68662" + ], + "soft_pairs": [ + "issue:64017|issue:64850", + "issue:66674|issue:67949", + "issue:35522|issue:67173", + "issue:51656|issue:66588", + "issue:64026|issue:68662", + "issue:51511|issue:53512", + "issue:64618|issue:66260", + "issue:30314|issue:66034", + "issue:32252|issue:53162", + "issue:53390|issue:63704", + "issue:65581|issue:67696", + "issue:31098|issue:65494", + "issue:32638|issue:53472", + "issue:35045|issue:51112", + "issue:62272|issue:62748", + "issue:62272|issue:62749", + "issue:64892|issue:66752", + "issue:41972|issue:67459", + "issue:30152|issue:64914", + "issue:31098|issue:53544", + "issue:52773|issue:65786", + "issue:63816|issue:67256", + "issue:63707|issue:64517", + "issue:53871|issue:64235", + "issue:48479|issue:50964" + ], + "prepared_review_unit_hash": "edd33382af9aff490e060708205e3ec29951205a18c3ad4dbdd07f140a287e00", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 25, + "serialized_chars": 35592, + "estimated_input_tokens": 8898, + "estimated_eval_tokens": 18052 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Most items are separate bug reports, with only the packaging/runtime-dependency failures around @buape/carbon clearly matching. One exact duplicate pair exists for the npm install crash, but it is not part of the soft-edge list. The rest of the soft pairs are same-subsystem issues with different concrete failure modes.", + "confidence": 0.77, + "canonical_issue_reason": "Issue 62749 is the clearest canonical bug report in the set: it states the packaging root cause directly and has more discussion/context than the near-identical 62748 duplicate.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 62749 best represents the only obvious duplicate bug thread in this cluster and has the strongest supporting discussion among the duplicate pair.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:64017", + "right": "issue:64850", + "accept": false, + "reason": "Both involve agent spawning/ACP, but one is a Discord thread-binding failure and the other is a missing runtime backend; different underlying problems." + }, + { + "left": "issue:66674", + "right": "issue:67949", + "accept": false, + "reason": "Both are infer failures, but one is a malformed HTML rawError on direct CLI and the other is an Ollama model-specific web/UI mismatch." + }, + { + "left": "issue:35522", + "right": "issue:67173", + "accept": false, + "reason": "Both drop messages, but one is a compaction race and the other is a timeout/follow-up drain bug; not the same code path." + }, + { + "left": "issue:51656", + "right": "issue:66588", + "accept": false, + "reason": "Both mention fallback behavior, but one is vision tool routing and the other is browser plugin launch on ARM; different subsystems." + }, + { + "left": "issue:64026", + "right": "issue:68662", + "accept": false, + "reason": "Same general area (model invocation), but one is a 400 from gemma4/llama.cpp and the other is a hang on first Ollama request." + }, + { + "left": "issue:51511", + "right": "issue:53512", + "accept": false, + "reason": "Both affect session behavior, but one is a custom-agent hijack and the other is agent switching after context saturation." + }, + { + "left": "issue:64618", + "right": "issue:66260", + "accept": false, + "reason": "Both are startup registration issues, but they affect different startup hooks/components and are not the same missing import." + }, + { + "left": "issue:30314", + "right": "issue:66034", + "accept": false, + "reason": "Both are Feishu delivery issues, but one is cron announce-to-group and the other is /trace command delivery; no clear shared bug." + }, + { + "left": "issue:32252", + "right": "issue:53162", + "accept": false, + "reason": "Different channels and failure modes: Nostr DM delivery bugs versus WhatsApp listener state on cron outbound messages." + }, + { + "left": "issue:53390", + "right": "issue:63704", + "accept": false, + "reason": "Both touch UI/browser code, but one is snapshot viewport ordering and the other is config mode switching with a SyntaxError." + }, + { + "left": "issue:65581", + "right": "issue:67696", + "accept": false, + "reason": "Discord duplicate messages versus Telegram/Mattermost serialization artifacts are different bugs despite both affecting outbound messages." + }, + { + "left": "issue:31098", + "right": "issue:65494", + "accept": false, + "reason": "Telegram not-configured regression and iMessage ReferenceError are unrelated channel-specific issues." + }, + { + "left": "issue:32638", + "right": "issue:53472", + "accept": false, + "reason": "Both are 400s from model/tool validation, but they hit different commands, parameters, and error conditions." + }, + { + "left": "issue:35045", + "right": "issue:51112", + "accept": false, + "reason": "Both are parser crashes, but one is malformed content entries in openai-ws and the other is null chunks in openai-completions streams." + }, + { + "left": "issue:62272", + "right": "issue:62748", + "accept": true, + "reason": "Both describe the same packaging/install failure: @buape/carbon is not being staged/resolved, causing update/install crashes." + }, + { + "left": "issue:62272", + "right": "issue:62749", + "accept": true, + "reason": "Same underlying runtime-dependency staging bug; 62749 is the duplicate install crash report and 62272 is the update symptom." + }, + { + "left": "issue:64892", + "right": "issue:66752", + "accept": false, + "reason": "One is a self-update flow bypassing update.run; the other is an ARM64 global-install module resolution failure." + }, + { + "left": "issue:41972", + "right": "issue:67459", + "accept": false, + "reason": "Skills filtering in live gateway sessions and skills snapshot invalidation are related only broadly; different defects and fixes." + }, + { + "left": "issue:30152", + "right": "issue:64914", + "accept": false, + "reason": "Both are provider config issues, but one is model allowlist/catalog filtering and the other is contextWindow being ignored when api is present." + }, + { + "left": "issue:31098", + "right": "issue:53544", + "accept": false, + "reason": "Telegram config regression versus WhatsApp missing from the control UI list; not the same bug." + }, + { + "left": "issue:52773", + "right": "issue:65786", + "accept": false, + "reason": "Both mention channel configuration after upgrade, but one is WhatsApp listener loss and the other is Feishu invalid config." + }, + { + "left": "issue:63816", + "right": "issue:67256", + "accept": false, + "reason": "Both are media/file send failures, but they affect different channels and likely different delivery code paths." + }, + { + "left": "issue:63707", + "right": "issue:64517", + "accept": false, + "reason": "Both involve exec approvals, but one is a race in approvals persistence and the other is target matching across multiple agents." + }, + { + "left": "issue:53871", + "right": "issue:64235", + "accept": false, + "reason": "Telegram not-configured after upgrade and Telegram sendMessage network failure are distinct symptoms with different likely causes." + }, + { + "left": "issue:48479", + "right": "issue:50964", + "accept": false, + "reason": "Google Vertex auth regression and cron-list closure while scheduler runs are unrelated." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet: 62748 and 62749 are clearly duplicate npm install crashes with identical titles, and 62749 has the stronger discussion. The soft-edge rejections are conservative overall and do not overclaim duplicate status from the limited evidence in the packet." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 153, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:30667", + "issue:31212", + "issue:34513", + "issue:34901", + "issue:36134", + "issue:37307", + "issue:42074", + "issue:43305", + "issue:44610", + "issue:52605", + "issue:53273", + "issue:53480", + "issue:53564", + "issue:53785", + "issue:53786", + "issue:53858", + "issue:53863", + "issue:54070", + "issue:55345", + "issue:58535", + "issue:59405", + "issue:60970", + "issue:61412", + "issue:62276", + "issue:62819", + "issue:64251", + "issue:64524", + "issue:64676", + "issue:64866", + "issue:65102", + "issue:65400", + "issue:65514", + "issue:66034", + "issue:66648", + "issue:66661", + "issue:67173", + "issue:67248", + "issue:67261", + "issue:67357", + "issue:67527", + "issue:67574", + "issue:67646", + "issue:67730", + "issue:67852", + "issue:68052", + "issue:68172", + "issue:68309", + "issue:68553" + ], + "soft_pairs": [ + "issue:58535|issue:67357", + "issue:66034|issue:68052", + "issue:37307|issue:68309", + "issue:53785|issue:53863", + "issue:54070|issue:67852", + "issue:34513|issue:53858", + "issue:65102|issue:65400", + "issue:30667|issue:64524", + "issue:61412|issue:65514", + "issue:36134|issue:67248", + "issue:34901|issue:53273", + "issue:42074|issue:53786", + "issue:44610|issue:67173", + "issue:53480|issue:67730", + "issue:55345|issue:64676", + "issue:60970|issue:67646", + "issue:64866|issue:68172", + "issue:52605|issue:66661", + "issue:59405|issue:64251", + "issue:43305|issue:67261", + "issue:53564|issue:68553", + "issue:66648|issue:67527", + "issue:62276|issue:67574", + "issue:31212|issue:62819" + ], + "prepared_review_unit_hash": "e3669e80ec311228dba28ed4d1e970df9adaa725215b8653dfdefbd282ea9207", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 35000, + "estimated_input_tokens": 8750, + "estimated_eval_tokens": 17756 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This cluster is mostly heterogeneous; the soft matches are broad semantic overlaps rather than true duplicates. Only the two Discord message-tool button issues look like the same underlying validation bug.", + "confidence": 0.89, + "canonical_issue_reason": "No single canonical issue fits the set: the items span unrelated bugs across different providers, channels, packaging, and UI paths.", + "canonical_pr_reason": null, + "best_issue_reason": "No global best issue; none cleanly represents the whole cluster as a duplicate target. If forced, issue:54070 is the most canonical-looking focused bug among the soft matches.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:58535", + "right": "issue:67357", + "accept": false, + "reason": "Different Discord bugs: announce field stripping vs file-sending behavior." + }, + { + "left": "issue:66034", + "right": "issue:68052", + "accept": false, + "reason": "Both involve Feishu, but one is /trace delivery and the other is thinking-text rendering." + }, + { + "left": "issue:37307", + "right": "issue:68309", + "accept": false, + "reason": "Different Mistral issues and different symptoms; no shared concrete failure." + }, + { + "left": "issue:53785", + "right": "issue:53863", + "accept": false, + "reason": "Both are packaging-related, but one is a missing Linux crypto binary and the other is missing dashboard assets." + }, + { + "left": "issue:54070", + "right": "issue:67852", + "accept": true, + "reason": "Same message-tool buttons validation problem: requests without interactive buttons are still rejected for buttons schema requirements." + }, + { + "left": "issue:34513", + "right": "issue:53858", + "accept": false, + "reason": "Unrelated: TUI message rendering stops vs Nostr provider restart loop." + }, + { + "left": "issue:65102", + "right": "issue:65400", + "accept": false, + "reason": "Different code paths: exec inline-Python security gating vs browser --help startup behavior." + }, + { + "left": "issue:30667", + "right": "issue:64524", + "accept": false, + "reason": "Both concern config/provider startup, but the bugs are different: cache sync on baseUrl change vs gateway exit on expired local CLI auth." + }, + { + "left": "issue:61412", + "right": "issue:65514", + "accept": false, + "reason": "Same provider name, but different subsystems: TTS registration vs tokenBudget forwarding/compaction." + }, + { + "left": "issue:36134", + "right": "issue:67248", + "accept": false, + "reason": "Both are sessions_spawn/subagent issues, but the concrete failures differ across model/provider behavior and are not clearly the same bug." + }, + { + "left": "issue:34901", + "right": "issue:53273", + "accept": false, + "reason": "Different update/package metadata problems with different artifacts and paths." + }, + { + "left": "issue:42074", + "right": "issue:53786", + "accept": false, + "reason": "Different products/symptoms: macOS dashboard access vs dashboard/Feishu status desync." + }, + { + "left": "issue:44610", + "right": "issue:67173", + "accept": false, + "reason": "Both involve message flow after failure/timeout, but the triggers and failure mode are different." + }, + { + "left": "issue:53480", + "right": "issue:67730", + "accept": false, + "reason": "Different bugs: thinkingLevel regression for Codex resets vs session cleanup leak." + }, + { + "left": "issue:55345", + "right": "issue:64676", + "accept": false, + "reason": "Different bugs in different areas: Feishu multi-agent config vs gateway persistence." + }, + { + "left": "issue:60970", + "right": "issue:67646", + "accept": false, + "reason": "Different failure modes: silent session creation vs empty OpenRouter responses in cron harness." + }, + { + "left": "issue:64866", + "right": "issue:68172", + "accept": false, + "reason": "Different providers and symptoms; both mention vision/image capability but not the same underlying bug." + }, + { + "left": "issue:52605", + "right": "issue:66661", + "accept": false, + "reason": "Both mention 404s, but one is a BlueBubbles webhook route after upgrade and the other is external-plugin route registration." + }, + { + "left": "issue:59405", + "right": "issue:64251", + "accept": false, + "reason": "Both involve codex/CLI paths, but the failures are different: dropped tool output vs follow-up path failure." + }, + { + "left": "issue:43305", + "right": "issue:67261", + "accept": false, + "reason": "Both are response-shape/id issues, but one is overly long ids and the other is missing id/status fields." + }, + { + "left": "issue:53564", + "right": "issue:68553", + "accept": false, + "reason": "Both touch TTS directives, but one is parsing the opening tag and the other is leakage of a closing tag into Telegram captions." + }, + { + "left": "issue:66648", + "right": "issue:67527", + "accept": false, + "reason": "Both mention completion notifications in WebChat, but one is cross-session leakage and the other is incorrect bubble placement." + }, + { + "left": "issue:62276", + "right": "issue:67574", + "accept": false, + "reason": "Unrelated: startup port conflict vs error after setting channel with install daemon." + }, + { + "left": "issue:31212", + "right": "issue:62819", + "accept": false, + "reason": "Different messaging platforms and different delivery failures; not the same bug." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet and stays conservative. The cluster is indeed mostly heterogeneous, and the single accepted soft edge (issue:54070 \u2194 issue:67852) is well-supported by the titles and description. No overstatement of duplicate evidence stood out." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 154, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:27988", + "issue:31038", + "issue:31481", + "issue:33119", + "issue:33157", + "issue:33251", + "issue:33468", + "issue:34358", + "issue:35249", + "issue:36247", + "issue:36248", + "issue:36634", + "issue:36987", + "issue:37457", + "issue:50976", + "issue:52511", + "issue:53168", + "issue:53559", + "issue:53599", + "issue:53803", + "issue:53864", + "issue:57661", + "issue:62819", + "issue:63197", + "issue:63450", + "issue:64509", + "issue:64670", + "issue:64707", + "issue:64710", + "issue:64788", + "issue:64867", + "issue:64971", + "issue:65133", + "issue:65316", + "issue:65666", + "issue:65844", + "issue:66185", + "issue:67160", + "issue:67233", + "issue:67244", + "issue:67502", + "issue:67547", + "issue:67619", + "issue:67775", + "issue:68147", + "issue:68245", + "issue:68470", + "issue:68615" + ], + "soft_pairs": [ + "issue:33119|issue:52511", + "issue:53168|issue:57661", + "issue:27988|issue:36634", + "issue:33468|issue:64670", + "issue:37457|issue:64707", + "issue:53803|issue:68470", + "issue:53864|issue:67775", + "issue:64971|issue:67547", + "issue:67233|issue:68615", + "issue:67244|issue:68615", + "issue:50976|issue:65844", + "issue:64788|issue:65133", + "issue:33251|issue:34358", + "issue:35249|issue:53599", + "issue:36247|issue:62819", + "issue:36248|issue:62819", + "issue:63197|issue:66185", + "issue:33157|issue:64509", + "issue:36987|issue:53559", + "issue:65316|issue:68147", + "issue:67502|issue:67619", + "issue:31481|issue:65666", + "issue:31038|issue:64710", + "issue:63450|issue:67160", + "issue:64867|issue:68245" + ], + "prepared_review_unit_hash": "dec4a90549e64b6edc98f8923a62869cbc92338a720eca4c8a7a22713bf6ec0b", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 25, + "serialized_chars": 35555, + "estimated_input_tokens": 8889, + "estimated_eval_tokens": 18034 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Mostly unrelated issues with a few true duplicate/near-duplicate clusters. The clearest canonical cluster is the announce-delivery/session_send bug centered on issue 36247; a couple of other pairs also look like the same underlying bug, while most soft matches are false positives.", + "confidence": 0.76, + "canonical_issue_reason": "issue:36247 is the strongest canonical anchor: it is the earlier report, has an explicit duplicate reference from 36248, and clearly describes the shared announce-delivery/session_send failure that also matches 62819.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:36247 is the best issue to keep as the canonical triage target because it has the cleanest duplicate evidence and the most direct, concrete description of the bug.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:33119", + "right": "issue:52511", + "accept": false, + "reason": "Different bugs: image attachment rendering in webchat vs browser-control permission loss." + }, + { + "left": "issue:53168", + "right": "issue:57661", + "accept": false, + "reason": "Both mention timeouts, but one is a gateway WebSocket handshake crash and the other is agent-to-agent send timeout; not the same failure." + }, + { + "left": "issue:27988", + "right": "issue:36634", + "accept": false, + "reason": "Cache-retention model definition behavior is unrelated to agents_list only returning 'main'." + }, + { + "left": "issue:33468", + "right": "issue:64670", + "accept": false, + "reason": "Different subsystems and symptoms: googlechat startup null-object crash vs /btw command failure and ESC key handling." + }, + { + "left": "issue:37457", + "right": "issue:64707", + "accept": false, + "reason": "State-directory inheritance and Feishu auto-created account are different bugs." + }, + { + "left": "issue:53803", + "right": "issue:68470", + "accept": false, + "reason": "Both involve token/context accounting, but one is duplicated tool results in session context and the other is MiniMax prompt double-counting; not clearly the same bug." + }, + { + "left": "issue:53864", + "right": "issue:67775", + "accept": false, + "reason": "Startup-failure persistence for MCP availability is different from LAN reachability to MCP." + }, + { + "left": "issue:64971", + "right": "issue:67547", + "accept": false, + "reason": "Reply routing in control UI is unrelated to A2UI bundle/hash dependence on ui/node_modules." + }, + { + "left": "issue:67233", + "right": "issue:68615", + "accept": false, + "reason": "Different code paths: embedded-backend visibility/stale JSON after sessions_yield vs stale codex path routing after Codex disablement." + }, + { + "left": "issue:67244", + "right": "issue:68615", + "accept": false, + "reason": "Same as above; similar session-state wording but not the same concrete bug." + }, + { + "left": "issue:50976", + "right": "issue:65844", + "accept": false, + "reason": "Slack multi-agent streaming routing and Codex auth-profile collapse are unrelated." + }, + { + "left": "issue:64788", + "right": "issue:65133", + "accept": false, + "reason": "Both are Chrome/CDP startup issues, but launchd connection failure and managed-profile CDP-ready failure are distinct code paths." + }, + { + "left": "issue:33251", + "right": "issue:34358", + "accept": false, + "reason": "Slack sandbox path validation and Telegram media-send failure are different platform-specific bugs." + }, + { + "left": "issue:35249", + "right": "issue:53599", + "accept": false, + "reason": "Browser-enable regression is not the same as removing the Chrome extension relay path." + }, + { + "left": "issue:36247", + "right": "issue:62819", + "accept": true, + "reason": "Both describe announce-delivery/session_send failing for isolated/grouped sessions and causing send failures/hangs; same underlying bug family." + }, + { + "left": "issue:36248", + "right": "issue:62819", + "accept": true, + "reason": "Duplicate of 36247 plus the same announce-delivery/session_send failure pattern as 62819." + }, + { + "left": "issue:63197", + "right": "issue:66185", + "accept": false, + "reason": "Artifact import returning 0 and cron producing no artifacts are related to memory-core but look like different failure modes." + }, + { + "left": "issue:33157", + "right": "issue:64509", + "accept": false, + "reason": "Web UI token redirect problem is unrelated to claude-cli/backend extra-usage reporting." + }, + { + "left": "issue:36987", + "right": "issue:53559", + "accept": false, + "reason": "Both are Feishu-related, but one is malformed deliveryContext.to and the other is reply routing to webchat; not enough to say same bug." + }, + { + "left": "issue:65316", + "right": "issue:68147", + "accept": false, + "reason": "Sandbox file-tool exposure and single-model selection are unrelated." + }, + { + "left": "issue:67502", + "right": "issue:67619", + "accept": false, + "reason": "Delivery-context corruption in nested lanes is different from losing response context after session switching." + }, + { + "left": "issue:31481", + "right": "issue:65666", + "accept": false, + "reason": "Both mention missing auth/token, but one is a generic token-missing issue and the other is iframe/embed auth propagation; too broad to merge." + }, + { + "left": "issue:31038", + "right": "issue:64710", + "accept": false, + "reason": "api.on() hooks never firing and Ollama timeout are unrelated bugs." + }, + { + "left": "issue:63450", + "right": "issue:67160", + "accept": true, + "reason": "Both point to chat.history availability/startup ordering problems during gateway startup, with blocking or race-condition symptoms on reconnect." + }, + { + "left": "issue:64867", + "right": "issue:68245", + "accept": true, + "reason": "Same Active Memory bug family: timeout handling is not respected, causing reply flow to hang until long failover/embedded-run timeouts." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet: 36247/36248 is supported by the explicit duplicate reference, and the accepted soft-edge pairs are plausibly same-bug families based on their titles and descriptions. The negative verdicts are generally conservative and do not overclaim equivalence." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 155, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:30314", + "issue:31486", + "issue:31720", + "issue:33607", + "issue:33615", + "issue:34394", + "issue:34908", + "issue:35768", + "issue:36157", + "issue:44610", + "issue:45096", + "issue:50266", + "issue:51023", + "issue:51824", + "issue:52186", + "issue:53273", + "issue:53424", + "issue:53517", + "issue:53649", + "issue:53679", + "issue:53744", + "issue:53758", + "issue:53831", + "issue:53871", + "issue:54013", + "issue:57033", + "issue:57672", + "issue:64017", + "issue:64213", + "issue:64292", + "issue:64529", + "issue:64642", + "issue:64801", + "issue:65119", + "issue:65412", + "issue:65976", + "issue:66100", + "issue:66185", + "issue:66290", + "issue:66391", + "issue:66611", + "issue:66679", + "issue:66763", + "issue:67019", + "issue:67602", + "issue:67775", + "issue:68241" + ], + "soft_pairs": [ + "issue:45096|issue:53744", + "issue:54013|issue:66679", + "issue:64017|issue:64292", + "issue:64642|issue:65412", + "issue:53517|issue:53679", + "issue:65119|issue:66391", + "issue:53649|issue:64801", + "issue:50266|issue:57033", + "issue:53273|issue:53424", + "issue:57672|issue:66290", + "issue:31720|issue:36157", + "issue:34394|issue:53649", + "issue:33615|issue:44610", + "issue:31486|issue:64213", + "issue:66611|issue:66763", + "issue:34908|issue:35768", + "issue:66100|issue:67775", + "issue:30314|issue:67602", + "issue:33607|issue:51023", + "issue:51824|issue:53758", + "issue:52186|issue:64529", + "issue:67019|issue:68241", + "issue:53831|issue:53871", + "issue:65976|issue:66185" + ], + "prepared_review_unit_hash": "69715ef65d43433c2116a0265119c5fcd6b602e8397cfe6f37098e15f33023ca", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 24, + "serialized_chars": 34742, + "estimated_input_tokens": 8686, + "estimated_eval_tokens": 17628 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Most pairs are superficially similar but describe different bugs; only the two browser attachOnly issues look like the same underlying failure to attach to Chrome despite a valid debugger endpoint.", + "confidence": 0.87, + "canonical_issue_reason": "issue:66611 is the broadest and clearest statement of the shared attachOnly/Chrome connection failure, making it the best duplicate anchor among the plausible pair.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:66611 is the strongest representative issue: concrete repro, explicit failure mode, and it cleanly captures the shared browser-attach bug.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:45096", + "right": "issue:53744", + "accept": false, + "reason": "Different subsystems and failures: diagnostics-otel tracing gaps vs Google plugin capability metadata." + }, + { + "left": "issue:54013", + "right": "issue:66679", + "accept": false, + "reason": "Both mention chat channels, but one is outbound/echoTranscript config and the other is tool/action execution in Slack/Telegram." + }, + { + "left": "issue:64017", + "right": "issue:64292", + "accept": false, + "reason": "Different spawn-path bugs: target-conversation binding failure vs sessions_spawn rejecting agentId." + }, + { + "left": "issue:64642", + "right": "issue:65412", + "accept": false, + "reason": "Both are about dreaming, but one is recall-store population and the other is writing narrative output to DREAMS.md." + }, + { + "left": "issue:53517", + "right": "issue:53679", + "accept": false, + "reason": "Peer-dependency install failure and LaunchAgent TMPDIR migration failure are unrelated." + }, + { + "left": "issue:65119", + "right": "issue:66391", + "accept": false, + "reason": "Ollama model detection and TUI session-ID errors are different code paths." + }, + { + "left": "issue:53649", + "right": "issue:64801", + "accept": false, + "reason": "Invalid plugins.load.paths repair logic is distinct from Discord being excluded by plugins.allow." + }, + { + "left": "issue:50266", + "right": "issue:57033", + "accept": false, + "reason": "Feishu replies=0 on Gemini call is not the same as Google provider sending an OpenAI-only store field." + }, + { + "left": "issue:53273", + "right": "issue:53424", + "accept": false, + "reason": "One is global install path rewriting; the other is missing a built extension in dist/extensions." + }, + { + "left": "issue:57672", + "right": "issue:66290", + "accept": false, + "reason": "Mistral/OpenRouter tool-call validation and Docker gateway stack overflow are unrelated." + }, + { + "left": "issue:31720", + "right": "issue:36157", + "accept": false, + "reason": "Cloudflare blocking an API endpoint is different from image upload/recognition breaking after proxying through Cloudflare." + }, + { + "left": "issue:34394", + "right": "issue:53649", + "accept": false, + "reason": "Duplicate plugin warnings after upgrade do not match doctor --fix failing to repair load paths." + }, + { + "left": "issue:33615", + "right": "issue:44610", + "accept": false, + "reason": "A Discord overload timeout drop is not the same as session processing halting after prompt-error aborted." + }, + { + "left": "issue:31486", + "right": "issue:64213", + "accept": false, + "reason": "Custom-provider support in the image tool and multimodal catalog classification are related but not the same bug." + }, + { + "left": "issue:66611", + "right": "issue:66763", + "accept": true, + "reason": "Both describe attachOnly/existing-session failing to connect to Chrome despite a valid CDP/webSocket debugger endpoint; same underlying attach bug." + }, + { + "left": "issue:34908", + "right": "issue:35768", + "accept": false, + "reason": "A stale UI version badge and a Homebrew dev-version env var issue are separate version-display problems." + }, + { + "left": "issue:66100", + "right": "issue:67775", + "accept": false, + "reason": "Bootstrap token cleanup/auth-loop behavior is unrelated to LAN MCP connectivity." + }, + { + "left": "issue:30314", + "right": "issue:67602", + "accept": false, + "reason": "Both are cron announce delivery issues, but Feishu group-chat delivery and Slack unsupported-channel errors are different failures." + }, + { + "left": "issue:33607", + "right": "issue:51023", + "accept": false, + "reason": "Generic multiple UI issues is not a duplicate of a generic UI/Interface placeholder." + }, + { + "left": "issue:51824", + "right": "issue:53758", + "accept": false, + "reason": "Provider mapping for bailian models differs from duplicate rows and prefix stripping in the model dropdown." + }, + { + "left": "issue:52186", + "right": "issue:64529", + "accept": false, + "reason": "Wrong TTS voice selection and reply-media path blocking are separate audio bugs." + }, + { + "left": "issue:67019", + "right": "issue:68241", + "accept": false, + "reason": "Garbled GLM output and unknown claude-opus-4-7 model rejection are unrelated model issues." + }, + { + "left": "issue:53831", + "right": "issue:53871", + "accept": false, + "reason": "Windows Discord startup failure and Telegram upgrade config loss are different channel-specific problems." + }, + { + "left": "issue:65976", + "right": "issue:66185", + "accept": false, + "reason": "Bridge-page deletion/zero artifacts in memory-wiki bridge mode is distinct from dreaming cron producing no artifacts." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The evaluation is conservative and grounded in the packet. The only accepted soft pair, issue:66611 vs issue:66763, is a credible duplicate match based on the shared attachOnly / Chrome-CDP attach failure. The other pairs are rejected with reasons that stay at the title level and do not overstate sameness. No PR-mergeability concerns apply here." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 156, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:13552", + "issue:26250", + "issue:26895", + "issue:30197", + "issue:30316", + "issue:30833", + "issue:31293", + "issue:31412", + "issue:32889", + "issue:34415", + "issue:34528", + "issue:34652", + "issue:34665", + "issue:34908", + "issue:35522", + "issue:35859", + "issue:36935", + "issue:37344", + "issue:47563", + "issue:50966", + "issue:51151", + "issue:51481", + "issue:53955", + "issue:53960", + "issue:62131", + "issue:62214", + "issue:63212", + "issue:63611", + "issue:63681", + "issue:63877", + "issue:64528", + "issue:64707", + "issue:65026", + "issue:65117", + "issue:65191", + "issue:65424", + "issue:65514", + "issue:65578", + "issue:66222", + "issue:66501", + "issue:66607", + "issue:66614", + "issue:66832", + "issue:67353", + "issue:67574", + "issue:67917", + "issue:68472", + "issue:68760" + ], + "soft_pairs": [ + "issue:62131|issue:65191", + "issue:13552|issue:26250", + "issue:50966|issue:66607", + "issue:35859|issue:53960", + "issue:37344|issue:67917", + "issue:65578|issue:66832", + "issue:30197|issue:35522", + "issue:32889|issue:67574", + "issue:51151|issue:63877", + "issue:66222|issue:66501", + "issue:63611|issue:68472", + "issue:30316|issue:36935", + "issue:31412|issue:68760", + "issue:30833|issue:63681", + "issue:51481|issue:64528", + "issue:26895|issue:34908", + "issue:31293|issue:66614", + "issue:34415|issue:34652", + "issue:34528|issue:64707", + "issue:47563|issue:53955", + "issue:63212|issue:67353", + "issue:65424|issue:65514", + "issue:62214|issue:65117", + "issue:34665|issue:65026" + ], + "prepared_review_unit_hash": "67ba7935a5c2936a0c056a4ed7d47888f948c23e77be52db9d182763cb6c5aff", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 34810, + "estimated_input_tokens": 8703, + "estimated_eval_tokens": 17662 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This cluster is mostly a set of unrelated bugs that only look similar lexically (same channel, same general subsystem, or similar failure words). I would not merge any of the proposed soft edges; they do not appear to be the same underlying bug/change.", + "confidence": 0.22, + "canonical_issue_reason": "Issue #67353 is the most complete, high-signal bug report in the set, with detailed repro context, clear failure mode, and strong discussion activity, so it is the best anchor issue among otherwise unrelated items.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue #67353 is the strongest standalone issue here: detailed, actionable, and well-documented compared with the rest of the mixed cluster.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:62131", + "right": "issue:65191", + "accept": false, + "reason": "Both mention plugin startup/config timing, but one is a brief UI state glitch and the other is an initialization failure; different severity and likely different code paths." + }, + { + "left": "issue:13552", + "right": "issue:26250", + "accept": false, + "reason": "One is about passing an auth token through an SSH tunnel; the other is an SSH transport security precheck rejecting connections. Not the same bug." + }, + { + "left": "issue:50966", + "right": "issue:66607", + "accept": false, + "reason": "Model/provider routing mismatch is different from a thinking-dropdown displaying the wrong default. Same UI area, but not the same concrete defect." + }, + { + "left": "issue:35859", + "right": "issue:53960", + "accept": false, + "reason": "Forwarding WebChat messages to Telegram is unrelated to failing to strip a reply tag in WebChat output." + }, + { + "left": "issue:37344", + "right": "issue:67917", + "accept": false, + "reason": "Both involve fetch/TLS errors, but they affect different flows and services; no evidence of a shared root cause." + }, + { + "left": "issue:65578", + "right": "issue:66832", + "accept": false, + "reason": "Model auto-discovery and log redaction are completely different concerns and code paths." + }, + { + "left": "issue:30197", + "right": "issue:35522", + "accept": false, + "reason": "Both drop user messages, but one is tied to heartbeat processing and the other to compaction; too different to treat as one bug." + }, + { + "left": "issue:32889", + "right": "issue:67574", + "accept": false, + "reason": "Documentation-generation EISDIR failures are unrelated to channel-setting errors during daemon install." + }, + { + "left": "issue:51151", + "right": "issue:63877", + "accept": false, + "reason": "Gateway connection failure and Firecrawl HTTP failure are separate networking issues with different targets and failure modes." + }, + { + "left": "issue:66222", + "right": "issue:66501", + "accept": false, + "reason": "A multi-agent collaboration feature request and a session-start hook request are adjacent ideas, but not the same change." + }, + { + "left": "issue:63611", + "right": "issue:68472", + "accept": false, + "reason": "Both concern model selection persistence, but one is Telegram /models reverting and the other is explicit-session turn overrides being lost; distinct scopes." + }, + { + "left": "issue:30316", + "right": "issue:36935", + "accept": false, + "reason": "Duplicate messages in Telegram and Slack are channel-specific symptoms with no shared concrete mechanism shown." + }, + { + "left": "issue:31412", + "right": "issue:68760", + "accept": false, + "reason": "Cron UI behavior and cron delivery-channel reset are different layers of the system and different bugs." + }, + { + "left": "issue:30833", + "right": "issue:63681", + "accept": false, + "reason": "Plugin CLI registration under node dist/index.js is unrelated to memory index failing on an unknown provider." + }, + { + "left": "issue:51481", + "right": "issue:64528", + "accept": false, + "reason": "Binding a TUI session to an agent is a feature request; per-agent workspace isolation is a separate bug." + }, + { + "left": "issue:26895", + "right": "issue:34908", + "accept": false, + "reason": "Legacy session-key recreation after migration is unrelated to a version badge showing the wrong release string." + }, + { + "left": "issue:31293", + "right": "issue:66614", + "accept": false, + "reason": "Missing message:sent hook events and streaming markdown table splitting are different message-processing problems." + }, + { + "left": "issue:34415", + "right": "issue:34652", + "accept": false, + "reason": "Null PDF files and cron nextWakeAtMs being null are unrelated null-value bugs in different subsystems." + }, + { + "left": "issue:34528", + "right": "issue:64707", + "accept": false, + "reason": "Feishu API errors for suffixed reaction IDs are unrelated to a default account being auto-created on restart." + }, + { + "left": "issue:47563", + "right": "issue:53955", + "accept": false, + "reason": "A macOS arm64 build failure for sharp and a memory index regression after update are different update-time issues." + }, + { + "left": "issue:63212", + "right": "issue:67353", + "accept": false, + "reason": "Matrix user verification failure and onboarding trim(undefined) are separate onboarding/auth problems." + }, + { + "left": "issue:65424", + "right": "issue:65514", + "accept": false, + "reason": "One bug drops image attachments due to a hardcoded text-only catalog; the other skips compaction because tokenBudget is not forwarded. Different code paths." + }, + { + "left": "issue:62214", + "right": "issue:65117", + "accept": false, + "reason": "Both are WhatsApp media-send bugs, but one is a missing wiring after refactor and the other is outbound media being dropped via hasMedia:false; not clearly the same defect." + }, + { + "left": "issue:34665", + "right": "issue:65026", + "accept": false, + "reason": "Feishu replying with the wrong user_id and replies leaking from webchat to Discord are unrelated cross-channel routing bugs." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 157, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:19598", + "issue:20478", + "issue:31481", + "issue:31486", + "issue:32812", + "issue:32833", + "issue:33650", + "issue:34665", + "issue:35405", + "issue:35886", + "issue:37494", + "issue:37548", + "issue:49705", + "issue:51168", + "issue:51558", + "issue:53464", + "issue:55350", + "issue:57672", + "issue:57811", + "issue:59370", + "issue:62783", + "issue:63712", + "issue:64003", + "issue:64419", + "issue:64671", + "issue:64933", + "issue:64946", + "issue:65009", + "issue:65191", + "issue:65192", + "issue:65652", + "issue:66523", + "issue:66561", + "issue:66611", + "issue:66633", + "issue:67130", + "issue:67152", + "issue:67199", + "issue:67425", + "issue:67573", + "issue:67705", + "issue:67896", + "issue:68147", + "issue:68215", + "issue:68471", + "issue:68615", + "issue:68643" + ], + "soft_pairs": [ + "issue:33650|issue:35405", + "issue:55350|issue:65009", + "issue:51168|issue:51558", + "issue:66633|issue:67896", + "issue:67199|issue:67425", + "issue:32812|issue:68147", + "issue:31486|issue:57811", + "issue:19598|issue:64671", + "issue:20478|issue:64933", + "issue:31481|issue:53464", + "issue:32833|issue:37494", + "issue:34665|issue:37548", + "issue:35886|issue:65192", + "issue:64946|issue:65191", + "issue:67152|issue:68643", + "issue:66561|issue:68615", + "issue:49705|issue:66611", + "issue:57672|issue:62783", + "issue:64419|issue:68215", + "issue:65652|issue:68471", + "issue:59370|issue:66523", + "issue:63712|issue:67573", + "issue:64003|issue:65652", + "issue:67130|issue:67705" + ], + "prepared_review_unit_hash": "a70875f0e9d6cc5711cc4e2d9d26ab09cd104999f215d18303b605618c5b20d7", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 24, + "serialized_chars": 34522, + "estimated_input_tokens": 8631, + "estimated_eval_tokens": 17518 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This cluster is mostly heterogeneous: the paired items share broad subsystems or keywords, but not the same concrete bug/change. No soft edge is strong enough to merge as duplicates.", + "confidence": 0.74, + "canonical_issue_reason": "No single issue cleanly represents the whole cluster; if forced to pick a representative, issue 20478 is the strongest generic plugin/config warning report with the most discussion.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 20478 is the clearest and most discussed bug in the set, and it sits in the broadest recurring area (plugin/config warnings), making it the best representative issue.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:33650", + "right": "issue:35405", + "accept": false, + "reason": "Both involve Chrome extension startup, but one is a browser attach permission failure and the other is a gateway nonce/handshake rejection; different underlying causes." + }, + { + "left": "issue:55350", + "right": "issue:65009", + "accept": false, + "reason": "Both are gateway crashes around disconnects, but one is Discord WebSocket reconnect behavior and the other is zombie reconnect handling after systemd restart." + }, + { + "left": "issue:51168", + "right": "issue:51558", + "accept": false, + "reason": "Similar symptom of channel listener/handler failure, but different integrations (AgentMail vs WhatsApp Web) and different failure modes." + }, + { + "left": "issue:66633", + "right": "issue:67896", + "accept": false, + "reason": "Different problems: OpenAI Codex Cloudflare 403 vs exec tool returning no result." + }, + { + "left": "issue:67199", + "right": "issue:67425", + "accept": false, + "reason": "Both mention embedded runner/OpenRouter flow, but one is about thinkingDefault propagation and the other about abandoned OpenRouter turns; not the same bug." + }, + { + "left": "issue:32812", + "right": "issue:68147", + "accept": false, + "reason": "One is a dashboard save/enable-tools issue, the other is a multi-model selection UI bug; unrelated concrete failures." + }, + { + "left": "issue:31486", + "right": "issue:57811", + "accept": false, + "reason": "Both mention custom providers, but one is image tool support and the other is cron job provider registration for Ollama; different code paths." + }, + { + "left": "issue:19598", + "right": "issue:64671", + "accept": false, + "reason": "A Slack threading feature request and a CLI command request are unrelated changes." + }, + { + "left": "issue:20478", + "right": "issue:64933", + "accept": false, + "reason": "Both are plugin/discovery warnings, but one is duplicate plugin IDs with bundled extensions and the other is a false plugins.allow warning; different root causes." + }, + { + "left": "issue:31481", + "right": "issue:53464", + "accept": false, + "reason": "Both are token-related, but one is a missing token error and the other is paste truncation during setup-token entry." + }, + { + "left": "issue:32833", + "right": "issue:37494", + "accept": false, + "reason": "Different install failures: exec plugin install on one side, macOS sharp/libvips install on the other." + }, + { + "left": "issue:34665", + "right": "issue:37548", + "accept": false, + "reason": "Both are Feishu-related, but one is wrong user_id mapping and the other is duplicate plugin ID warnings from config overlap." + }, + { + "left": "issue:35886", + "right": "issue:65192", + "accept": false, + "reason": "Both describe accumulation, but one is ACP child process cleanup after TTL and the other is dream-session buildup; not the same artifact." + }, + { + "left": "issue:64946", + "right": "issue:65191", + "accept": false, + "reason": "Both concern plugin initialization/config, but one is schema double-validation log spam and the other is config loading order causing startup failure." + }, + { + "left": "issue:67152", + "right": "issue:68643", + "accept": false, + "reason": "Memory-core runtime/cleanup problem vs OpenRouter base URL bug; unrelated changes." + }, + { + "left": "issue:66561", + "right": "issue:68615", + "accept": false, + "reason": "One is embedded-run timeout after SSE start, the other is stale codex route selection after Codex is disabled; different failures." + }, + { + "left": "issue:49705", + "right": "issue:66611", + "accept": false, + "reason": "Both are Chrome connection issues, but one is DevToolsActivePort with existing sessions and the other is attachOnly profile connection failure; not enough evidence of one bug." + }, + { + "left": "issue:57672", + "right": "issue:62783", + "accept": false, + "reason": "OpenRouter appears in both, but one is Mistral tool-call ID validation and the other is OpenRouter auth returning 401 user not found." + }, + { + "left": "issue:64419", + "right": "issue:68215", + "accept": false, + "reason": "Both involve config mutation, but one truncates openclaw.json on boot and the other re-injects anonymousTelemetryId during update; distinct paths." + }, + { + "left": "issue:65652", + "right": "issue:68471", + "accept": false, + "reason": "Both involve heartbeat/session churn, but one creates empty sessions every heartbeat and the other triggers periodic cli session resets; different behavior." + }, + { + "left": "issue:59370", + "right": "issue:66523", + "accept": false, + "reason": "Different config problems: logging.file ignored due to runtime require issue vs OPENCLAW_STATE_DIR ignored on Windows." + }, + { + "left": "issue:63712", + "right": "issue:67573", + "accept": false, + "reason": "Both are model-override persistence issues, but the described bugs are different entry points and states; not clearly one underlying fix." + }, + { + "left": "issue:64003", + "right": "issue:65652", + "accept": false, + "reason": "One is a missing idempotencyKey in memory-core dreaming, the other is heartbeat-triggered dream session creation; related area but different bugs." + }, + { + "left": "issue:67130", + "right": "issue:67705", + "accept": false, + "reason": "Onboarding/setup-plugin metadata crash vs docs link formatter crashing on undefined docsPath; separate failures." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 158, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:30923", + "issue:32296", + "issue:32499", + "issue:33856", + "issue:34243", + "issue:34376", + "issue:35871", + "issue:36431", + "issue:51062", + "issue:51083", + "issue:52286", + "issue:52292", + "issue:53318", + "issue:53512", + "issue:53542", + "issue:53652", + "issue:53753", + "issue:57672", + "issue:59162", + "issue:59405", + "issue:62089", + "issue:62131", + "issue:63157", + "issue:63189", + "issue:63611", + "issue:63699", + "issue:64003", + "issue:64419", + "issue:65117", + "issue:65184", + "issue:65350", + "issue:65584", + "issue:65791", + "issue:65976", + "issue:66535", + "issue:66637", + "issue:66699", + "issue:66958", + "issue:67106", + "issue:67192", + "issue:67355", + "issue:67408", + "issue:67439", + "issue:67648", + "issue:67658", + "issue:68309", + "issue:68735", + "issue:68784" + ], + "soft_pairs": [ + "issue:30923|issue:59405", + "issue:53512|issue:66535", + "issue:62089|issue:67106", + "issue:34376|issue:66637", + "issue:32499|issue:65791", + "issue:57672|issue:68309", + "issue:66699|issue:66958", + "issue:34243|issue:51083", + "issue:51062|issue:67648", + "issue:63157|issue:65976", + "issue:64003|issue:65350", + "issue:52292|issue:53318", + "issue:53652|issue:65117", + "issue:63189|issue:63699", + "issue:35871|issue:53542", + "issue:68735|issue:68784", + "issue:59162|issue:67355", + "issue:53753|issue:63611", + "issue:62131|issue:67658", + "issue:65584|issue:67439", + "issue:33856|issue:52286", + "issue:67192|issue:67408", + "issue:64419|issue:65184", + "issue:32296|issue:36431" + ], + "prepared_review_unit_hash": "7c8dbe5047f9bafdc868d8179085b3e656036a1de454f2de510c671d693b0e1a", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 34880, + "estimated_input_tokens": 8720, + "estimated_eval_tokens": 17696 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Only one soft duplicate pair looks like the same underlying bug: the memory-core idempotencyKey failure. The rest are similar only at a broad subsystem or wording level, but differ in concrete symptom or code path.", + "confidence": 0.87, + "canonical_issue_reason": "issue:64003 is the cleaner root-cause report: it identifies the missing idempotencyKey property directly, while issue:65350 appears to be a downstream manifestation of the same requirement failure.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:64003 is the best representative because it states the underlying defect most explicitly and broadly covers the related failure mode.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:30923", + "right": "issue:59405", + "accept": false, + "reason": "Both involve model/tool behavior, but one is an API-key routing + reasoning payload blocker and the other is Telegram output loss for exec/grep tools; different code paths." + }, + { + "left": "issue:53512", + "right": "issue:66535", + "accept": false, + "reason": "Session-switch behavior after context saturation is distinct from canceling an in-progress /compact command." + }, + { + "left": "issue:62089", + "right": "issue:67106", + "accept": false, + "reason": "Raw tool-call rendering across UIs is not the same as Safari-specific disappearance of pre-tool text when results arrive." + }, + { + "left": "issue:34376", + "right": "issue:66637", + "accept": false, + "reason": "Both are browser-proxy failures, but one is a universal CDP timeout and the other is a remote-mode macOS app-browser proxy mismatch." + }, + { + "left": "issue:32499", + "right": "issue:65791", + "accept": false, + "reason": "Unrelated changes: Slack slash-command manifest coverage vs Exa secretRef configuration." + }, + { + "left": "issue:57672", + "right": "issue:68309", + "accept": false, + "reason": "Both mention Mistral, but one is OpenRouter tool-call ID validation and the other is a thinking-mode issue; not the same bug." + }, + { + "left": "issue:66699", + "right": "issue:66958", + "accept": false, + "reason": "Both are Telegram command-menu issues, but one is payload-budget overflow and the other is startup resolving to an empty command list." + }, + { + "left": "issue:34243", + "right": "issue:51083", + "accept": false, + "reason": "Sandbox skill path escape errors and a CLI ReferenceError in model aliases are unrelated failures." + }, + { + "left": "issue:51062", + "right": "issue:67648", + "accept": false, + "reason": "Subagent execution failure is not the same as SKILL.md auto-execution not triggering because category-mapping.json is unread." + }, + { + "left": "issue:63157", + "right": "issue:65976", + "accept": false, + "reason": "Both concern memory/wiki bridging, but one is cached plugin restore losing capability and the other is bridge-mode artifact counting/removal behavior." + }, + { + "left": "issue:64003", + "right": "issue:65350", + "accept": true, + "reason": "Same underlying memory-core defect: missing/required idempotencyKey causing narrative/REM dreaming failures." + }, + { + "left": "issue:52292", + "right": "issue:53318", + "accept": false, + "reason": "Duplicate image sends in a skill flow and a Feishu schema mismatch for card/media sends are different bugs." + }, + { + "left": "issue:53652", + "right": "issue:65117", + "accept": false, + "reason": "Both are WhatsApp media issues, but one is HTML attachments failing as documents and the other is image sends losing hasMedia." + }, + { + "left": "issue:63189", + "right": "issue:63699", + "accept": false, + "reason": "UI hang in never-ending streaming is distinct from a gateway crash on stderr after agent completion." + }, + { + "left": "issue:35871", + "right": "issue:53542", + "accept": false, + "reason": "Wrong displayed version after upgrade is unrelated to hardcoded plugin API version and missing Control UI." + }, + { + "left": "issue:68735", + "right": "issue:68784", + "accept": false, + "reason": "General provider schema/tool-payload rejection is not the same as missing app approval prompts and GitHub MCP write failures." + }, + { + "left": "issue:59162", + "right": "issue:67355", + "accept": false, + "reason": "Approval-id expiration after pending creation is unrelated to a generic 'check health pending' state." + }, + { + "left": "issue:53753", + "right": "issue:63611", + "accept": false, + "reason": "Model-picker ID composition bug and Telegram model reset on next message are different state-management problems." + }, + { + "left": "issue:62131", + "right": "issue:67658", + "accept": false, + "reason": "Startup 'unconfigured' flicker and wiki-bridge source deletion when artifacts are unavailable are unrelated." + }, + { + "left": "issue:65584", + "right": "issue:67439", + "accept": false, + "reason": "Both involve cron CLI commands, but one hangs on exit and the other is slow and exits abnormally; not clearly the same bug." + }, + { + "left": "issue:33856", + "right": "issue:52286", + "accept": false, + "reason": "Streaming message disappearance from pinned DM recipient conflict is separate from Telegram file routing into DM instead of a topic." + }, + { + "left": "issue:67192", + "right": "issue:67408", + "accept": false, + "reason": "Both mention stream parsing, but one is Mistral reasoning missing a wrapper and the other is a general OpenRouter stream/parser bug." + }, + { + "left": "issue:64419", + "right": "issue:65184", + "accept": false, + "reason": "Config truncation on boot and install failures due to missing systemd user unit are different gateway problems." + }, + { + "left": "issue:32296", + "right": "issue:36431", + "accept": false, + "reason": "Replying to the previous message is a session-context issue, not the same as routing TUI messages as webchat." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The analysis is well grounded in the packet. The one accepted soft pair (64003/65350) is a clear duplicate around the same idempotencyKey failure, and the rest of the verdicts stay conservative by distinguishing symptom, subsystem, or code path rather than over-claiming duplication." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 159, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:31447", + "issue:33671", + "issue:33758", + "issue:33843", + "issue:34376", + "issue:34657", + "issue:34925", + "issue:35300", + "issue:35959", + "issue:36301", + "issue:37136", + "issue:37307", + "issue:37431", + "issue:42446", + "issue:46002", + "issue:50017", + "issue:50537", + "issue:51023", + "issue:51728", + "issue:52328", + "issue:53397", + "issue:53463", + "issue:53547", + "issue:53824", + "issue:54689", + "issue:57684", + "issue:62627", + "issue:63366", + "issue:63428", + "issue:63429", + "issue:64633", + "issue:65602", + "issue:65613", + "issue:65768", + "issue:66088", + "issue:66501", + "issue:66639", + "issue:66866", + "issue:67128", + "issue:67355", + "issue:67362", + "issue:67422", + "issue:67854", + "issue:67972", + "issue:68120", + "issue:68143", + "issue:68182", + "issue:68409" + ], + "soft_pairs": [ + "issue:33671|issue:54689", + "issue:34376|issue:34657", + "issue:37431|issue:53397", + "issue:50537|issue:57684", + "issue:52328|issue:65602", + "issue:53547|issue:64633", + "issue:63366|issue:63429", + "issue:66088|issue:67355", + "issue:53463|issue:68143", + "issue:33758|issue:67422", + "issue:50017|issue:68182", + "issue:63428|issue:67362", + "issue:53824|issue:67854", + "issue:65613|issue:66866", + "issue:34925|issue:62627", + "issue:37307|issue:67972", + "issue:31447|issue:46002", + "issue:66501|issue:67128", + "issue:33843|issue:68409", + "issue:35300|issue:51728", + "issue:35959|issue:37136", + "issue:42446|issue:68120", + "issue:65768|issue:66639", + "issue:36301|issue:51023" + ], + "prepared_review_unit_hash": "95cd187b1af4685ecc29a2f2774fbd2e43dadb51aaa722ac2dde0bd1a03f68dc", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 34838, + "estimated_input_tokens": 8710, + "estimated_eval_tokens": 17676 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This is a mostly heterogeneous cluster of unrelated bug reports. Only two pairs look like true duplicates: the memory-core dreaming cron startup/reconciliation bug (#63428/#67362) and the block-streaming/tool-call text truncation bug (#31447/#46002).", + "confidence": 0.79, + "canonical_issue_reason": "There is no single canonical issue for the whole cluster because the items span many unrelated subsystems. If forced to pick one representative for the only clear duplicate subcluster, #63428 is the cleanest root-cause report.", + "canonical_pr_reason": null, + "best_issue_reason": "#63428 is the best issue representative overall: it is earlier, more root-cause focused, and is closely matched by #67362.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:33671", + "right": "issue:54689", + "accept": false, + "reason": "Both are Telegram file-sending bugs, but one is a PDF-triggered gateway hang and the other is a broad post-update send failure; not the same concrete defect." + }, + { + "left": "issue:34376", + "right": "issue:34657", + "accept": false, + "reason": "Both mention proxying, but one is a browser CDP WebSocket timeout and the other is reverse-proxy capability URL generation; different code paths." + }, + { + "left": "issue:37431", + "right": "issue:53397", + "accept": false, + "reason": "Unrelated bugs: a web app UI issue vs schema validation for a web fetch config field." + }, + { + "left": "issue:50537", + "right": "issue:57684", + "accept": false, + "reason": "Both involve SecretRef/env resolution, but one is a Discord doctor crash and the other is a firecrawl secret reload issue; distinct failures." + }, + { + "left": "issue:52328", + "right": "issue:65602", + "accept": false, + "reason": "Telegram extension startup guidance and compaction reserveTokens overwrite are unrelated bugs." + }, + { + "left": "issue:53547", + "right": "issue:64633", + "accept": false, + "reason": "Workspace bootstrap file loading and gibberish speech output are different problems with no shared code path." + }, + { + "left": "issue:63366", + "right": "issue:63429", + "accept": false, + "reason": "Discord pairing-code leakage and unknown memory embedding provider are unrelated." + }, + { + "left": "issue:66088", + "right": "issue:67355", + "accept": false, + "reason": "Discord config validation vs a health check pending state; not the same bug." + }, + { + "left": "issue:53463", + "right": "issue:68143", + "accept": false, + "reason": "Both touch compaction, but one overwrites memory files and the other is config validation rejecting a supported option; different defects." + }, + { + "left": "issue:33758", + "right": "issue:67422", + "accept": false, + "reason": "Both are streaming complaints, but one is a TUI/provider-specific issue and the other is webchat real-time delivery; too broad to treat as the same bug." + }, + { + "left": "issue:50017", + "right": "issue:68182", + "accept": false, + "reason": "Automatic model failover on invalid IDs and heartbeat events preempting reply lanes are unrelated." + }, + { + "left": "issue:63428", + "right": "issue:67362", + "accept": true, + "reason": "Both describe the same memory-core dreaming cron startup/reconciliation race around gateway startup and a stale startup cron reference." + }, + { + "left": "issue:53824", + "right": "issue:67854", + "accept": false, + "reason": "Both are cron-related, but one is unknown-channel delivery after restart and the other is jobs.json loading; different failure modes." + }, + { + "left": "issue:65613", + "right": "issue:66866", + "accept": false, + "reason": "Both involve Discord gateway behavior, but one is a health-monitor restart loop and the other is excessive RESUMEs; not clearly the same defect." + }, + { + "left": "issue:34925", + "right": "issue:62627", + "accept": false, + "reason": "Both are dependency/package issues, but they describe different missing-dependency failures and scopes." + }, + { + "left": "issue:37307", + "right": "issue:67972", + "accept": false, + "reason": "A model invocation error and an npm install failure are unrelated." + }, + { + "left": "issue:31447", + "right": "issue:46002", + "accept": true, + "reason": "Both point to the same tool-call streaming bug where intermediate text blocks are lost before/around tool calls." + }, + { + "left": "issue:66501", + "right": "issue:67128", + "accept": false, + "reason": "A session-start hook feature request and a Telegram usage/stats feature request are unrelated." + }, + { + "left": "issue:33843", + "right": "issue:68409", + "accept": false, + "reason": "Both mention ACP, but one is invalid CLI syntax for sessions_spawn and the other is backend availability/probe-agent configuration." + }, + { + "left": "issue:35300", + "right": "issue:51728", + "accept": false, + "reason": "Heartbeat misdelivery to Feishu and missing WebChat attachments are distinct delivery bugs." + }, + { + "left": "issue:35959", + "right": "issue:37136", + "accept": false, + "reason": "Both involve Telegram heartbeat/stale-socket behavior, but one is a replay loop after restart and the other is periodic message bursts instead of HEARTBEAT_OK; not the same concrete bug." + }, + { + "left": "issue:42446", + "right": "issue:68120", + "accept": false, + "reason": "Internal tool/file-write leakage into chat and OpenRouter empty assistant messages are different response-rendering issues." + }, + { + "left": "issue:65768", + "right": "issue:66639", + "accept": false, + "reason": "Minimax web_search OAuth handling and image-tool provider support are unrelated." + }, + { + "left": "issue:36301", + "right": "issue:51023", + "accept": false, + "reason": "Gateway UI/service version mismatch and a generic UI/interface report are not the same bug." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "Grounded overall. The packet supports a mostly heterogeneous cluster, and the two accepted pairs are the only ones with closely matching bug descriptions: the memory-core cron startup/reconciliation race (#63428/#67362) and the blockStreaming/tool-call text-loss issue (#31447/#46002). The other soft pairs are rejected conservatively, without overclaiming equivalence." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 160, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:25371", + "issue:26322", + "issue:30908", + "issue:30917", + "issue:32892", + "issue:32936", + "issue:35063", + "issue:36882", + "issue:50129", + "issue:51609", + "issue:52605", + "issue:53271", + "issue:53295", + "issue:53317", + "issue:53480", + "issue:53544", + "issue:53591", + "issue:53666", + "issue:53686", + "issue:53755", + "issue:53955", + "issue:55272", + "issue:62472", + "issue:62535", + "issue:63124", + "issue:63126", + "issue:63811", + "issue:63897", + "issue:64167", + "issue:64337", + "issue:64517", + "issue:64845", + "issue:65117", + "issue:65151", + "issue:65430", + "issue:65488", + "issue:65843", + "issue:66034", + "issue:66251", + "issue:66381", + "issue:66641", + "issue:67256", + "issue:67425", + "issue:67775", + "issue:67779", + "issue:68120", + "issue:68394" + ], + "soft_pairs": [ + "issue:63897|issue:65151", + "issue:36882|issue:66381", + "issue:53591|issue:53955", + "issue:62535|issue:64845", + "issue:65488|issue:67425", + "issue:30908|issue:64167", + "issue:53544|issue:55272", + "issue:53755|issue:66251", + "issue:53271|issue:68394", + "issue:63126|issue:67256", + "issue:25371|issue:32936", + "issue:63811|issue:64337", + "issue:65843|issue:67775", + "issue:30917|issue:64517", + "issue:50129|issue:65117", + "issue:52605|issue:65430", + "issue:53686|issue:68120", + "issue:26322|issue:53317", + "issue:32892|issue:51609", + "issue:35063|issue:66641", + "issue:53295|issue:66034", + "issue:53480|issue:53666", + "issue:62472|issue:67779", + "issue:63124|issue:65843" + ], + "prepared_review_unit_hash": "a81b68713e64707ae2a36be2401875b3454e855e14057ca02c100973828b3edc", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 24, + "serialized_chars": 34994, + "estimated_input_tokens": 8749, + "estimated_eval_tokens": 17754 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "The soft pairs are mostly false positives across different subsystems and root causes. A few share broad themes (session-file persistence, media/image handling, context/compaction), but none look like the same concrete bug.", + "confidence": 0.9, + "canonical_issue_reason": "No single canonical issue stands out: the items span unrelated bugs and the soft pairs do not form one duplicate cluster.", + "canonical_pr_reason": "No PRs are present in this set.", + "best_issue_reason": "Issue 62472 is the strongest standalone report: it is specific, root-cause oriented, and clearly describes user impact (/status drift and premature compaction).", + "best_pr_reason": "No PRs are present in this set.", + "soft_edge_verdicts": [ + { + "left": "issue:63897", + "right": "issue:65151", + "accept": false, + "reason": "Both mention sessionFile/session cleanup, but one is a prune/delete false-positive and the other is missing persistence on cron runs; related area, different bug." + }, + { + "left": "issue:36882", + "right": "issue:66381", + "accept": false, + "reason": "Different WebChat symptoms: heartbeat prompts leaking to the UI vs a user message briefly disappearing after send." + }, + { + "left": "issue:53591", + "right": "issue:53955", + "accept": false, + "reason": "Unrelated: kimi-coding tool-call payload compatibility vs memory index reporting zero chunks." + }, + { + "left": "issue:62535", + "right": "issue:64845", + "accept": false, + "reason": "Different configs and failures: timezone schema rejection vs missing idempotencyKey in dreaming narrative generation." + }, + { + "left": "issue:65488", + "right": "issue:67425", + "accept": false, + "reason": "Both involve context/turn handling, but one is a heartbeat/context issue and the other is an embedded-runner/OpenRouter abandonment regression." + }, + { + "left": "issue:30908", + "right": "issue:64167", + "accept": false, + "reason": "Duplicate plugin-id config warning is unrelated to available_skills ordering." + }, + { + "left": "issue:53544", + "right": "issue:55272", + "accept": false, + "reason": "Both are Control UI display bugs, but one is channel visibility and the other is active model label selection." + }, + { + "left": "issue:53755", + "right": "issue:66251", + "accept": false, + "reason": "OpenAI Codex model catalog exposure is unrelated to the harness stability tracking issue." + }, + { + "left": "issue:53271", + "right": "issue:68394", + "accept": false, + "reason": "Both concern images in UI, but one is upload not occurring and the other is a temporary disappearance after assistant response." + }, + { + "left": "issue:63126", + "right": "issue:67256", + "accept": false, + "reason": "Different channels and code paths: WhatsApp media send fallback vs WeCom MEDIA command file send failure." + }, + { + "left": "issue:25371", + "right": "issue:32936", + "accept": false, + "reason": "Both are misclassified as context overflow, but one is an OpenRouter 402 billing error and the other is an LM Studio Jinja/template error." + }, + { + "left": "issue:63811", + "right": "issue:64337", + "accept": false, + "reason": "Telegram auto-restart/respond failure is not the same as heartbeat delivery never reaching the channel." + }, + { + "left": "issue:65843", + "right": "issue:67775", + "accept": false, + "reason": "Remote ACP pairing/parsing failure is different from LAN MCP reachability." + }, + { + "left": "issue:30917", + "right": "issue:64517", + "accept": false, + "reason": "Telegram model incompatibility and multi-agent approvals.exec.targets are unrelated bugs." + }, + { + "left": "issue:50129", + "right": "issue:65117", + "accept": false, + "reason": "Both drop media/attachments silently, but they affect different connectors and code paths (Slack DMs vs WhatsApp outbound images)." + }, + { + "left": "issue:52605", + "right": "issue:65430", + "accept": false, + "reason": "Same BlueBubbles/iMessage area, but one is a 404 webhook route after upgrade and the other is empty attachments on inbound images." + }, + { + "left": "issue:53686", + "right": "issue:68120", + "accept": false, + "reason": "Telegram outbound API failures are unrelated to OpenRouter chat completions returning empty assistant messages." + }, + { + "left": "issue:26322", + "right": "issue:53317", + "accept": false, + "reason": "Both involve OAuth tokens, but one is a refresh race causing failovers and the other is stale cached state overwriting a fresh token on startup." + }, + { + "left": "issue:32892", + "right": "issue:51609", + "accept": false, + "reason": "No provider plugins found is unrelated to python3 missing in the sandbox filesystem." + }, + { + "left": "issue:35063", + "right": "issue:66641", + "accept": false, + "reason": "Grok parser crashes on malformed output entries is unrelated to installer trim() on undefined." + }, + { + "left": "issue:53295", + "right": "issue:66034", + "accept": false, + "reason": "Both are Feishu-related, but one is a text-send card-parameter regression and the other is /trace delivery=false." + }, + { + "left": "issue:53480", + "right": "issue:53666", + "accept": false, + "reason": "Discord /reset thinkingLevel regression is unrelated to memory index showing zero chunks." + }, + { + "left": "issue:62472", + "right": "issue:67779", + "accept": false, + "reason": "Context/token persistence and premature compaction is unrelated to WebChat rendering issues with multiple agents." + }, + { + "left": "issue:63124", + "right": "issue:65843", + "accept": false, + "reason": "SIGKILL on CLI subcommands is unrelated to ACP server pairing failure." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 161, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:27988", + "issue:30247", + "issue:31544", + "issue:33943", + "issue:34971", + "issue:35522", + "issue:50730", + "issue:50982", + "issue:52175", + "issue:53564", + "issue:53666", + "issue:53753", + "issue:53824", + "issue:53959", + "issue:55059", + "issue:59041", + "issue:59257", + "issue:60213", + "issue:62086", + "issue:62505", + "issue:62844", + "issue:63124", + "issue:63743", + "issue:63752", + "issue:64167", + "issue:64603", + "issue:64707", + "issue:65064", + "issue:65305", + "issue:65424", + "issue:65464", + "issue:65571", + "issue:65733", + "issue:66008", + "issue:66088", + "issue:66142", + "issue:66661", + "issue:66679", + "issue:66744", + "issue:66872", + "issue:67357", + "issue:67435", + "issue:67659", + "issue:67726", + "issue:68052", + "issue:68091", + "issue:68264", + "issue:68513" + ], + "soft_pairs": [ + "issue:65064|issue:65733", + "issue:34971|issue:67357", + "issue:53666|issue:62505", + "issue:63752|issue:66872", + "issue:66008|issue:66088", + "issue:27988|issue:31544", + "issue:30247|issue:64707", + "issue:33943|issue:68052", + "issue:53959|issue:66679", + "issue:55059|issue:63743", + "issue:59041|issue:63124", + "issue:65464|issue:68091", + "issue:62086|issue:64603", + "issue:62844|issue:64167", + "issue:65571|issue:68264", + "issue:65424|issue:68513", + "issue:66661|issue:67435", + "issue:35522|issue:60213", + "issue:50730|issue:50982", + "issue:52175|issue:59257", + "issue:53564|issue:67726", + "issue:53824|issue:66142", + "issue:65305|issue:67659", + "issue:53753|issue:66744" + ], + "prepared_review_unit_hash": "808bec152cb7782347c7727399fd0fe6d1330564c4eda4cd9e8d0b5b16bdea7d", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 34860, + "estimated_input_tokens": 8715, + "estimated_eval_tokens": 17686 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "These issues are mostly same-subsystem neighbors (Feishu, cron, model/provider selection, browser, etc.) but they describe different concrete bugs or features, so none of the soft pairs should be merged as duplicates.", + "confidence": 0.89, + "canonical_issue_reason": "Issue 53959 is the most substantial and clearly scoped regression report in the set, with the highest activity and a concrete tool-execution failure description.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 53959 is the best representative issue for triage because it has the strongest evidence, most discussion, and a specific reproducible failure mode.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:65064", + "right": "issue:65733", + "accept": false, + "reason": "Different bugs: provider normalization/plugin registration side effects vs Windows plugin discovery slowness during startup." + }, + { + "left": "issue:34971", + "right": "issue:67357", + "accept": false, + "reason": "Both mention regressions in general, but one is an unspecified update regression and the other is a Discord file-sending bug." + }, + { + "left": "issue:53666", + "right": "issue:62505", + "accept": false, + "reason": "Memory-index regression and coding-agent completion failure are different code paths and symptoms." + }, + { + "left": "issue:63752", + "right": "issue:66872", + "accept": false, + "reason": "Both are auth/provider-related, but one is Anthropic API-key lookup and the other is Codex missingProvidersInUse misreporting." + }, + { + "left": "issue:66008", + "right": "issue:66088", + "accept": false, + "reason": "Unrelated symptoms: thinking-line formatting vs Discord skill config validation." + }, + { + "left": "issue:27988", + "right": "issue:31544", + "accept": false, + "reason": "Cache retention validation across model definitions is not the same as an unhelpful API-key warning message." + }, + { + "left": "issue:30247", + "right": "issue:64707", + "accept": false, + "reason": "Both are Feishu issues, but WebSocket client API failure is different from restart-time account auto-creation/config errors." + }, + { + "left": "issue:33943", + "right": "issue:68052", + "accept": false, + "reason": "Different Feishu bugs: messages not responding vs thinking text rendering/filtering mismatch." + }, + { + "left": "issue:53959", + "right": "issue:66679", + "accept": false, + "reason": "Both involve tool execution, but 53959 is a model-specific post-update regression while 66679 is broader chat-triggered tool execution across channels." + }, + { + "left": "issue:55059", + "right": "issue:63743", + "accept": false, + "reason": "Feature request for openai-chat providers is unrelated to IPv6 gateway listening support." + }, + { + "left": "issue:59041", + "right": "issue:63124", + "accept": false, + "reason": "CLI command availability/documentation issue is different from exec-tool SIGKILL on subcommands." + }, + { + "left": "issue:65464", + "right": "issue:68091", + "accept": false, + "reason": "One is stale lastError persistence after retry; the other is a false timeout after successful cron completion." + }, + { + "left": "issue:62086", + "right": "issue:64603", + "accept": false, + "reason": "Exec/runtime SIGTERM is unrelated to a punycode deprecation warning." + }, + { + "left": "issue:62844", + "right": "issue:64167", + "accept": false, + "reason": "Telegram config loading bug is not the same as available_skills ordering changing with extraDirs." + }, + { + "left": "issue:65571", + "right": "issue:68264", + "accept": false, + "reason": "Browser CDP startup failure on Linux is different from canvas/browser UI rendering failure in chat." + }, + { + "left": "issue:65424", + "right": "issue:68513", + "accept": false, + "reason": "Both involve images being dropped, but one is Minimax catalog hardcoding text-only input while the other is vision fallback handling." + }, + { + "left": "issue:66661", + "right": "issue:67435", + "accept": false, + "reason": "External-plugin route registration 404s and Ollama model-ID prefixing 404s are different bugs." + }, + { + "left": "issue:35522", + "right": "issue:60213", + "accept": false, + "reason": "Compaction-related, but one drops a user message during compaction and the other kills the session after context-window overflow." + }, + { + "left": "issue:50730", + "right": "issue:50982", + "accept": false, + "reason": "Both mention thread IDs, but they are different feature requests on different integrations (Slack replies vs Telegram topics)." + }, + { + "left": "issue:52175", + "right": "issue:59257", + "accept": false, + "reason": "Isolated-session bookkeeping in sessions.json is not the same as isolated cron sessions ignoring model overrides." + }, + { + "left": "issue:53564", + "right": "issue:67726", + "accept": false, + "reason": "Plain [[tts]] parsing support and TTS auto-triggering are separate TTS bugs." + }, + { + "left": "issue:53824", + "right": "issue:66142", + "accept": false, + "reason": "Gateway-restart delivery failure and exec-tool non-execution in isolated cron are different cron failures." + }, + { + "left": "issue:65305", + "right": "issue:67659", + "accept": false, + "reason": "Schema validation allowing 0 is unrelated to the Teams OAuth launcher choosing the wrong opener on Windows." + }, + { + "left": "issue:53753", + "right": "issue:66744", + "accept": false, + "reason": "Model-picker ID concatenation in the UI is different from provider.models shape causing /v1/chat/completions to crash." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 162, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:28077", + "issue:29727", + "issue:30030", + "issue:30374", + "issue:32473", + "issue:32937", + "issue:32976", + "issue:33476", + "issue:34993", + "issue:35405", + "issue:35632", + "issue:48479", + "issue:50387", + "issue:50730", + "issue:51062", + "issue:53340", + "issue:53579", + "issue:53599", + "issue:53946", + "issue:53955", + "issue:53960", + "issue:54253", + "issue:62214", + "issue:62826", + "issue:62875", + "issue:63175", + "issue:63317", + "issue:63979", + "issue:64549", + "issue:64618", + "issue:64676", + "issue:64710", + "issue:64835", + "issue:64973", + "issue:64984", + "issue:65318", + "issue:65396", + "issue:65971", + "issue:66004", + "issue:66158", + "issue:66597", + "issue:66679", + "issue:66762", + "issue:67092", + "issue:67102", + "issue:67250", + "issue:68406", + "issue:68804" + ], + "soft_pairs": [ + "issue:33476|issue:50387", + "issue:34993|issue:66158", + "issue:63317|issue:64835", + "issue:28077|issue:54253", + "issue:32473|issue:53579", + "issue:35632|issue:68804", + "issue:62214|issue:62826", + "issue:63175|issue:64710", + "issue:50730|issue:65396", + "issue:64973|issue:65971", + "issue:32937|issue:66004", + "issue:35405|issue:53599", + "issue:48479|issue:65318", + "issue:53955|issue:64549", + "issue:32976|issue:67092", + "issue:51062|issue:66679", + "issue:53946|issue:62875", + "issue:66597|issue:66762", + "issue:53340|issue:53960", + "issue:64984|issue:68406", + "issue:67102|issue:67250", + "issue:29727|issue:64676", + "issue:63979|issue:64618", + "issue:30030|issue:30374" + ], + "prepared_review_unit_hash": "d930c764fff470213305f3b09359ac2757f2936044eda1a95d933986add0c3de", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 34874, + "estimated_input_tokens": 8719, + "estimated_eval_tokens": 17694 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Conservative triage: I do not accept any of the soft pairs as duplicates from title-level evidence alone. Several pairs are thematically related, but the packet does not provide enough concrete overlap to treat them as the same underlying bug or change.", + "confidence": 0.81, + "canonical_issue_reason": "Issue 63317 is the most specific and diagnostic issue in the set, with a clearly described memory_search symptom and apparent root-cause framing. It is the best representative issue, but not enough evidence exists to confirm the related soft pair as a true duplicate.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 63317 is the strongest global issue candidate because it is narrowly scoped and more concrete than the broader, higher-level reports. It is the best representative artifact for clustering, not a confirmed duplicate anchor.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:33476", + "right": "issue:50387", + "accept": false, + "reason": "Both are model-routing ideas, but they describe different routing policies and no concrete shared bug path is shown." + }, + { + "left": "issue:34993", + "right": "issue:66158", + "accept": false, + "reason": "Both mention sub-agent announce delivery, but the evidence is only title-level and does not prove the same channel-routing defect." + }, + { + "left": "issue:63317", + "right": "issue:64835", + "accept": false, + "reason": "Both concern memory_search returning empty results, but the packet lacks enough detail to confirm the same indexing/storage bug." + }, + { + "left": "issue:28077", + "right": "issue:54253", + "accept": false, + "reason": "Installation failure and RISC-V LLM request failure are unrelated at the title level." + }, + { + "left": "issue:32473", + "right": "issue:53579", + "accept": false, + "reason": "These are both infrastructure-facing bugs, but they point to different subsystems and no same-code-path evidence is present." + }, + { + "left": "issue:35632", + "right": "issue:68804", + "accept": false, + "reason": "Telegram reply-tag rendering and LINE token-status warning are different channel-specific problems." + }, + { + "left": "issue:62214", + "right": "issue:62826", + "accept": false, + "reason": "Both involve WhatsApp media sending, but the titles do not establish the same concrete regression or code path." + }, + { + "left": "issue:63175", + "right": "issue:64710", + "accept": false, + "reason": "Both mention Ollama timeouts, but one is a general request timeout and the other is agent-specific; too weak to merge." + }, + { + "left": "issue:50730", + "right": "issue:65396", + "accept": false, + "reason": "These are related to routing/session behavior, but they describe different feature requests rather than the same bug." + }, + { + "left": "issue:64973", + "right": "issue:65971", + "accept": false, + "reason": "Both touch gateway instability, but the symptoms and contexts are different and not enough to infer a shared defect." + }, + { + "left": "issue:32937", + "right": "issue:66004", + "accept": false, + "reason": "WebUI 404 and subagent frozenResultText null are unrelated failures." + }, + { + "left": "issue:35405", + "right": "issue:53599", + "accept": false, + "reason": "Chrome extension handshake rejection and browser relay removal are different problems, even if both involve the extension." + }, + { + "left": "issue:48479", + "right": "issue:65318", + "accept": false, + "reason": "Both are auth-related, but they target different integrations and do not demonstrate the same underlying bug." + }, + { + "left": "issue:53955", + "right": "issue:64549", + "accept": false, + "reason": "These are both memory-indexing issues, but one is a post-update indexing failure and the other is watch-based auto-indexing; not clearly the same bug." + }, + { + "left": "issue:32976", + "right": "issue:67092", + "accept": false, + "reason": "Tool-output replacement and malformed reasoning-tag leakage are distinct output-handling defects." + }, + { + "left": "issue:51062", + "right": "issue:66679", + "accept": false, + "reason": "A generic subagent execution failure is not the same as chat-triggered tools failing to execute." + }, + { + "left": "issue:53946", + "right": "issue:62875", + "accept": false, + "reason": "Both are packaging/path issues, but the titles do not identify a shared concrete defect." + }, + { + "left": "issue:66597", + "right": "issue:66762", + "accept": false, + "reason": "Both mention webchat flicker, but one is after sending and the other is tied to chat.history refetch; not enough to merge." + }, + { + "left": "issue:53340", + "right": "issue:53960", + "accept": false, + "reason": "Both involve reply tags showing literally, but they are different channels and tag formats, so the evidence is too weak." + }, + { + "left": "issue:64984", + "right": "issue:68406", + "accept": false, + "reason": "Both concern MCP process leaks, but the packet does not show that they are the same leak mechanism or fix." + }, + { + "left": "issue:67102", + "right": "issue:67250", + "accept": false, + "reason": "These are both control-UI rendering issues, but they describe different symptoms and no shared code path is evidenced." + }, + { + "left": "issue:29727", + "right": "issue:64676", + "accept": false, + "reason": "Sub-agent allowlist behavior and gateway configuration persistence are unrelated at the evidence level." + }, + { + "left": "issue:63979", + "right": "issue:64618", + "accept": false, + "reason": "A stale streaming flag and a missing cron registration are different gateway bugs." + }, + { + "left": "issue:30030", + "right": "issue:30374", + "accept": false, + "reason": "Both are provider failover/rate-limit issues, but the titles alone do not justify treating them as the same bug." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "Reject: the response is not conservative enough relative to the packet. The packet marks every soft pair as deterministic_accept=false, but the analyst accepted several of them (notably 34993\u219466158, 63317\u219464835, 62214\u219462826, 66597\u219466762, 64984\u219468406, and 30030\u219430374). Some of those may be related at a high level, but the evidence in the packet is only title-level and does not justify treating them as the same bug. The summary also overstates that these are \"true duplicate-like pairs\" and \"same concrete code path\" when the packet does not support that confidently." + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 163, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:17731", + "issue:25663", + "issue:30242", + "issue:30844", + "issue:31544", + "issue:32682", + "issue:32983", + "issue:33157", + "issue:33580", + "issue:33862", + "issue:36425", + "issue:42074", + "issue:43680", + "issue:50976", + "issue:51144", + "issue:51794", + "issue:51809", + "issue:53415", + "issue:53582", + "issue:53879", + "issue:53946", + "issue:55343", + "issue:61455", + "issue:62748", + "issue:62749", + "issue:62911", + "issue:63124", + "issue:63486", + "issue:63712", + "issue:64971", + "issue:65130", + "issue:65309", + "issue:65314", + "issue:65465", + "issue:65519", + "issue:65921", + "issue:66336", + "issue:66359", + "issue:67042", + "issue:67441", + "issue:67750", + "issue:67779", + "issue:67784", + "issue:67858", + "issue:68091", + "issue:68576", + "issue:68674" + ], + "soft_pairs": [ + "issue:32983|issue:43680", + "issue:51144|issue:65130", + "issue:53946|issue:62748", + "issue:53946|issue:62749", + "issue:55343|issue:64971", + "issue:63486|issue:68576", + "issue:61455|issue:67042", + "issue:42074|issue:51809", + "issue:53415|issue:65921", + "issue:65519|issue:66336", + "issue:65465|issue:67750", + "issue:33580|issue:67784", + "issue:36425|issue:53879", + "issue:65309|issue:67779", + "issue:33862|issue:51794", + "issue:50976|issue:68674", + "issue:63712|issue:67858", + "issue:62911|issue:65314", + "issue:17731|issue:30242", + "issue:63124|issue:66359", + "issue:25663|issue:33157", + "issue:30844|issue:31544", + "issue:32682|issue:53582", + "issue:67441|issue:68091" + ], + "prepared_review_unit_hash": "dc84b71c65fe84c122a7baf1af6dd617b70f9fe1368aebef9a195950973beaec", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 24, + "serialized_chars": 34472, + "estimated_input_tokens": 8618, + "estimated_eval_tokens": 17492 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Most items are unrelated one-off bugs. The only strong duplicate candidates are the fallback-model persistence reports, the exec SIGKILL reports, and possibly the Ollama timeout reports; everything else is too subsystem-level or surfaces different failures.", + "confidence": 0.84, + "canonical_issue_reason": "Issue 63712 is the best canonical issue: it names the underlying fallback-model persistence/override bug clearly and broadly, and it aligns closely with the stronger duplicate candidate 67858.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 63712 is the strongest global representative because it is open, specific enough to describe the root cause, and broad enough to cover the duplicate manifestation in 67858.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:32983", + "right": "issue:43680", + "accept": false, + "reason": "Both are about model config being ignored, but one is heartbeat-specific and the other is agent list model selection; too different to treat as the same bug." + }, + { + "left": "issue:51144", + "right": "issue:65130", + "accept": false, + "reason": "Container restart/gateway closure and package-manager upgrade replacement are different failure modes in the container workflow." + }, + { + "left": "issue:53946", + "right": "issue:62748", + "accept": false, + "reason": "Path resolution for third-party plugins and runtime dependency staging crashes are separate issues." + }, + { + "left": "issue:53946", + "right": "issue:62749", + "accept": false, + "reason": "Same as 62748; the plugin-sdk path bug is not the same underlying crash as missing staged dependencies." + }, + { + "left": "issue:55343", + "right": "issue:64971", + "accept": false, + "reason": "Conversation-history loss across sessions and misrouted replies to webchat are distinct problems in different parts of session handling." + }, + { + "left": "issue:63486", + "right": "issue:68576", + "accept": false, + "reason": "Both describe slowness/unresponsiveness, but they target different integrations and likely different root causes." + }, + { + "left": "issue:61455", + "right": "issue:67042", + "accept": false, + "reason": "Generic tool-calling timeouts and view_image/Base64 handling for local llama.cpp models do not look like the same bug." + }, + { + "left": "issue:42074", + "right": "issue:51809", + "accept": false, + "reason": "macOS dashboard access problems and the model-picker anthropic-prefix bug are unrelated UI issues." + }, + { + "left": "issue:53415", + "right": "issue:65921", + "accept": false, + "reason": "ACP persistent-session spawn failure and ACP launcher path resolution after update are different code-path problems." + }, + { + "left": "issue:65519", + "right": "issue:66336", + "accept": false, + "reason": "Both mention sessions_spawn, but one is about model override being ignored while the other is a pairing-required spawn failure." + }, + { + "left": "issue:65465", + "right": "issue:67750", + "accept": false, + "reason": "Both involve compaction/timeouts, but one is a reserveTokens config bug and the other is an embedded timeout/fallback flow." + }, + { + "left": "issue:33580", + "right": "issue:67784", + "accept": false, + "reason": "Both mention mediaLocalRoots, but the Google Chat sendMedia bug and the Mattermost handler bug involve different handlers and missing fields." + }, + { + "left": "issue:36425", + "right": "issue:53879", + "accept": false, + "reason": "Telegram plugin load failure during heartbeat runs is not the same as a Telegram channel being unavailable for filePath uploads." + }, + { + "left": "issue:65309", + "right": "issue:67779", + "accept": false, + "reason": "Active Memory blocking turns and WebChat rendering dysfunction with multiple agents are different symptoms and subsystems." + }, + { + "left": "issue:33862", + "right": "issue:51794", + "accept": false, + "reason": "Feishu allowlist on Windows and Discord secretref-env token resolution are unrelated configuration bugs." + }, + { + "left": "issue:50976", + "right": "issue:68674", + "accept": false, + "reason": "Both are multi-agent Slack/dreaming issues, but one is about streaming causing the wrong agent to answer and the other is about sessions only being created for the main agent." + }, + { + "left": "issue:63712", + "right": "issue:67858", + "accept": true, + "reason": "These look like the same fallback-model persistence bug: a fallback becomes a sticky session override and then overrides channel-level settings permanently." + }, + { + "left": "issue:62911", + "right": "issue:65314", + "accept": true, + "reason": "Both describe Ollama requests timing out in OpenClaw despite the model responding quickly outside the app, pointing to the same timeout/invocation path." + }, + { + "left": "issue:17731", + "right": "issue:30242", + "accept": false, + "reason": "Both involve subagents and thread context, but Slack announce context preservation and Discord no_active_run spawn failures are not clearly the same concrete bug." + }, + { + "left": "issue:63124", + "right": "issue:66359", + "accept": true, + "reason": "Both report exec-related SIGKILLs when invoking OpenClaw CLI/commands, which strongly suggests the same underlying exec-path failure." + }, + { + "left": "issue:25663", + "right": "issue:33157", + "accept": false, + "reason": "Session timeout 401s and web UI token-missing redirects are different authentication/session issues." + }, + { + "left": "issue:30844", + "right": "issue:31544", + "accept": false, + "reason": "OAuth-provider hard-routing blocking API-key use is not the same as an unhelpful warning when no API key is configured." + }, + { + "left": "issue:32682", + "right": "issue:53582", + "accept": false, + "reason": "A compiled gateway route-order regression causing 405s and an iMessage self-chat message loop causing NO_REPLY are unrelated." + }, + { + "left": "issue:67441", + "right": "issue:68091", + "accept": false, + "reason": "A false-positive success/error status on cron delivery and a cron execution timeout are different scheduler/reporting bugs." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The analysis is grounded in the packet and the soft-edge judgments are conservative overall. The three accepted pairs are reasonably supported by the titles/body summaries, and the rejection reasons avoid overclaiming sameness for looser matches. The summary also stays appropriately cautious by marking the Ollama pair as only a possible duplicate family." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 164, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:18813", + "issue:25303", + "issue:30374", + "issue:31049", + "issue:31247", + "issue:31440", + "issue:32296", + "issue:34324", + "issue:34537", + "issue:35655", + "issue:35763", + "issue:35851", + "issue:37142", + "issue:40941", + "issue:51052", + "issue:51205", + "issue:51611", + "issue:51809", + "issue:52328", + "issue:53269", + "issue:53430", + "issue:53455", + "issue:53591", + "issue:53769", + "issue:53960", + "issue:54060", + "issue:62517", + "issue:62864", + "issue:63126", + "issue:64006", + "issue:64186", + "issue:64665", + "issue:64756", + "issue:64798", + "issue:65210", + "issue:65362", + "issue:66090", + "issue:66176", + "issue:66336", + "issue:66507", + "issue:66907", + "issue:66951", + "issue:67425", + "issue:67607", + "issue:67629", + "issue:67896", + "issue:68363", + "issue:68665" + ], + "soft_pairs": [ + "issue:35851|issue:64756", + "issue:52328|issue:64798", + "issue:37142|issue:51611", + "issue:53455|issue:53960", + "issue:67607|issue:68665", + "issue:30374|issue:54060", + "issue:53430|issue:53591", + "issue:66176|issue:66907", + "issue:64665|issue:66090", + "issue:67425|issue:67896", + "issue:31049|issue:66951", + "issue:53769|issue:64006", + "issue:25303|issue:34537", + "issue:35763|issue:66336", + "issue:40941|issue:65362", + "issue:18813|issue:67629", + "issue:62864|issue:68363", + "issue:31247|issue:65210", + "issue:51205|issue:64186", + "issue:31440|issue:62517", + "issue:32296|issue:66507", + "issue:51809|issue:53269", + "issue:51052|issue:67629", + "issue:63126|issue:66090", + "issue:34324|issue:35655" + ], + "prepared_review_unit_hash": "afb7819c830ce9c3677edc10d99c9db6c9f1ddecb336b8a5d81804ecaa7f3539", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 25, + "serialized_chars": 35321, + "estimated_input_tokens": 8831, + "estimated_eval_tokens": 17918 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Mostly conservative cluster: 64665 remains the best canonical WhatsApp media-send bug, but the vague 66090 report is not strong enough to merge as a definite duplicate and could also match 63126.", + "confidence": 0.73, + "canonical_issue_reason": "issue:64665 is the strongest issue to keep as canonical because it describes the concrete failure mode (outbound WhatsApp media silently dropped / hasMedia:false), the affected paths (CLI and model-initiated sends), and the version window.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:64665 is the best global issue representative for this cluster because it is the most specific, actionable description of the underlying WhatsApp media-send regression.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:35851", + "right": "issue:64756", + "accept": false, + "reason": "Browser Relay attach/status behavior and Dreaming-page styling are different bugs." + }, + { + "left": "issue:52328", + "right": "issue:64798", + "accept": false, + "reason": "Missing Telegram extension setup guidance is unrelated to a vague plugin-update report." + }, + { + "left": "issue:37142", + "right": "issue:51611", + "accept": false, + "reason": "MiniMax 401/auth failure and Feishu mode-parameter formatting are different provider/tool bugs." + }, + { + "left": "issue:53455", + "right": "issue:53960", + "accept": false, + "reason": "Both are WebChat-related, but one leaks memories metadata while the other leaves a reply tag literal; different code paths." + }, + { + "left": "issue:67607", + "right": "issue:68665", + "accept": false, + "reason": "Separate feature requests for different channels: Slack thread IDs versus Signal quote replies." + }, + { + "left": "issue:30374", + "right": "issue:54060", + "accept": false, + "reason": "Both involve fallback/rate-limit themes, but they describe different concrete failures and code paths." + }, + { + "left": "issue:53430", + "right": "issue:53591", + "accept": false, + "reason": "Generic styling regression and kimi-coding tool-call payload breakage are unrelated." + }, + { + "left": "issue:66176", + "right": "issue:66907", + "accept": false, + "reason": "Both are brief UI flickers, but in different surfaces and with different symptoms." + }, + { + "left": "issue:64665", + "right": "issue:66090", + "accept": false, + "reason": "66090 is too vague ('sending media on whatsapp') to prove it is the same failure as 64665; 63126 is at least as plausible a match, so this edge should stay rejected without body-level evidence." + }, + { + "left": "issue:67425", + "right": "issue:67896", + "accept": false, + "reason": "Local embedded-runner abandonment and exec-tool 'No result provided' are different failures without a clear shared code path." + }, + { + "left": "issue:31049", + "right": "issue:66951", + "accept": false, + "reason": "Generic fallback failure and a specific Ollama-init ordering bug are not clearly the same defect." + }, + { + "left": "issue:53769", + "right": "issue:64006", + "accept": false, + "reason": "Slack 'Unsupported channel' and Telegram 'delivered but never arrives' are distinct delivery problems." + }, + { + "left": "issue:25303", + "right": "issue:34537", + "accept": false, + "reason": "Verbose exec logging and TUI suppression when is missing are different behaviors." + }, + { + "left": "issue:35763", + "right": "issue:66336", + "accept": false, + "reason": "Loopback auto-approval docs mismatch and isolated-agent pairing-required failures are unrelated." + }, + { + "left": "issue:40941", + "right": "issue:65362", + "accept": false, + "reason": "Token-usage display gaps and Ollama model discovery failure are separate defects." + }, + { + "left": "issue:18813", + "right": "issue:67629", + "accept": false, + "reason": "TLS CI enforcement and cron run-state identifiers are unrelated feature requests." + }, + { + "left": "issue:62864", + "right": "issue:68363", + "accept": false, + "reason": "Both mention LM Studio, but the failover decision bug and repeated model-loading/incomplete-turn bug are different issues." + }, + { + "left": "issue:31247", + "right": "issue:65210", + "accept": false, + "reason": "Dashboard schema/health issues and Control UI token/auto-compression regressions only overlap loosely on usage reporting." + }, + { + "left": "issue:51205", + "right": "issue:64186", + "accept": false, + "reason": "Broad CLI/model-switching failure and local-CLI-vs-remote-API selection are not clearly the same code-path." + }, + { + "left": "issue:31440", + "right": "issue:62517", + "accept": false, + "reason": "Shared-session messaging and tilde-path edit-tool failure are unrelated." + }, + { + "left": "issue:32296", + "right": "issue:66507", + "accept": false, + "reason": "Session-context confusion within one chat flow is different from separate channels sharing a session." + }, + { + "left": "issue:51809", + "right": "issue:53269", + "accept": false, + "reason": "Anthropic-prefixing in the dashboard picker and Discord media guidance/drop behavior are unrelated." + }, + { + "left": "issue:51052", + "right": "issue:67629", + "accept": false, + "reason": "Configurable Control UI title and cron run identifiers are different feature requests." + }, + { + "left": "issue:63126", + "right": "issue:66090", + "accept": false, + "reason": "Both are WhatsApp-media related, but 66090 is too generic to confirm it matches the specific legacy-shim sendMedia regression in 63126." + }, + { + "left": "issue:34324", + "right": "issue:35655", + "accept": false, + "reason": "Duplicate delivery to Telegram and failed Telegram delivery notifications are different notification-path bugs." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "The overall clustering is mostly conservative, but the single accepted soft-edge verdict overstates what is supported by the packet. Issue 66090 is only a generic 'sending media on whatsapp' report, so calling it a clear duplicate of 64665 is stronger than the available evidence; 63126 also looks at least as plausible a match. Please keep that edge undecided/rejected unless there is body-level evidence tying the same failure mode together." + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 165, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:25592", + "issue:30818", + "issue:34308", + "issue:34582", + "issue:35300", + "issue:35475", + "issue:35589", + "issue:35859", + "issue:35884", + "issue:36431", + "issue:36634", + "issue:36635", + "issue:51084", + "issue:51640", + "issue:53540", + "issue:53881", + "issue:53949", + "issue:54061", + "issue:54613", + "issue:63937", + "issue:64167", + "issue:64628", + "issue:64748", + "issue:65193", + "issue:65247", + "issue:65294", + "issue:65431", + "issue:65603", + "issue:65657", + "issue:65663", + "issue:65728", + "issue:65981", + "issue:65997", + "issue:66397", + "issue:66460", + "issue:66595", + "issue:66635", + "issue:66982", + "issue:67408", + "issue:67425", + "issue:67750", + "issue:67786", + "issue:68409", + "issue:68461", + "issue:68522", + "issue:68632", + "issue:68674" + ], + "soft_pairs": [ + "issue:34582|issue:65657", + "issue:35589|issue:36431", + "issue:64628|issue:65431", + "issue:35300|issue:66460", + "issue:53949|issue:66635", + "issue:65294|issue:65981", + "issue:65603|issue:68522", + "issue:64748|issue:65997", + "issue:34308|issue:35475", + "issue:35884|issue:64167", + "issue:51640|issue:68409", + "issue:54613|issue:67786", + "issue:65247|issue:65663", + "issue:66595|issue:66982", + "issue:25592|issue:54061", + "issue:36634|issue:68674", + "issue:30818|issue:36635", + "issue:53881|issue:67408", + "issue:63937|issue:68632", + "issue:65728|issue:68461", + "issue:66397|issue:67750", + "issue:53540|issue:67425", + "issue:35859|issue:36431", + "issue:51084|issue:65193" + ], + "prepared_review_unit_hash": "dc0b84a3a8d8195d944ed804de5592d268d0c0c0bb253b64edb3a58ec693f62a", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 24, + "serialized_chars": 34604, + "estimated_input_tokens": 8651, + "estimated_eval_tokens": 17558 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Mostly a set of near-miss messaging/routing bugs. Only two pairs look like true duplicates: inline assistant text leaking around tool calls, and SecretRef resolution breaking CLI commands. The rest are related by subsystem but describe different code paths or different concrete failures.", + "confidence": 0.87, + "canonical_issue_reason": "issue:25592 is the broadest, clearest statement of the underlying bug: assistant text emitted between tool calls leaks into messaging channels. It has more activity and covers the root symptom better than the narrower suppression-focused report.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:25592 is the best global issue representative because it describes the root leak, not just one manifestation, and has the strongest discussion/references among the candidates.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:34582", + "right": "issue:65657", + "accept": false, + "reason": "Different channels and different failure modes; one is WhatsApp delivery, the other is Telegram session labeling." + }, + { + "left": "issue:35589", + "right": "issue:36431", + "accept": false, + "reason": "Both involve TUI/webchat routing, but the concrete failures differ enough that they do not clearly share one fixable code path." + }, + { + "left": "issue:64628", + "right": "issue:65431", + "accept": false, + "reason": "Both are image-tool related, but one is provider registration and the other is model image capability validation; not the same bug." + }, + { + "left": "issue:35300", + "right": "issue:66460", + "accept": false, + "reason": "Both mention heartbeat delivery, but one is webchat\u2192Feishu leakage and the other is cron-owned exec completion relayed to the user; too different to merge confidently." + }, + { + "left": "issue:53949", + "right": "issue:66635", + "accept": false, + "reason": "Both are media/image bugs, but download failure and inline MEDIA send failure are distinct paths." + }, + { + "left": "issue:65294", + "right": "issue:65981", + "accept": false, + "reason": "Both mention isolated runs, but one is visible exec completion context and the other is cron-tool usability; not the same underlying issue." + }, + { + "left": "issue:65603", + "right": "issue:68522", + "accept": false, + "reason": "Completely different provider failures: schema/tool-payload rejection versus DNS lookup failure." + }, + { + "left": "issue:64748", + "right": "issue:65997", + "accept": false, + "reason": "Both concern allowlists, but they target different commands/plugins and different validation behavior." + }, + { + "left": "issue:34308", + "right": "issue:35475", + "accept": false, + "reason": "Unrelated: Telegram inbound message delivery versus Feishu image forwarding as a feature request." + }, + { + "left": "issue:35884", + "right": "issue:64167", + "accept": false, + "reason": "Config warning about duplicate plugin IDs is not the same as available_skills ordering." + }, + { + "left": "issue:51640", + "right": "issue:68409", + "accept": false, + "reason": "Different ACP problems: permissionMode propagation versus runtime backend availability when probe agent is missing." + }, + { + "left": "issue:54613", + "right": "issue:67786", + "accept": false, + "reason": "WhatsApp group delivery and Google Chat webhook auth are unrelated." + }, + { + "left": "issue:65247", + "right": "issue:65663", + "accept": false, + "reason": "Different layers: visible transcript repair in UI versus Azure Responses API replay/history 400s." + }, + { + "left": "issue:66595", + "right": "issue:66982", + "accept": false, + "reason": "Related relay/theme, but one is a heartbeat emitting a placeholder without payload and the other is orphan sessions from missing result context; not clearly one bug." + }, + { + "left": "issue:25592", + "right": "issue:54061", + "accept": true, + "reason": "Same underlying bug: inline assistant text leaks when a message() tool is used, and both ask for suppressing stray assistant output from the same turn." + }, + { + "left": "issue:36634", + "right": "issue:68674", + "accept": false, + "reason": "Both mention multi-agent/main-agent behavior, but one is agents_list returning only main and the other is Dreaming creating only main-agent sessions." + }, + { + "left": "issue:30818", + "right": "issue:36635", + "accept": false, + "reason": "Both concern images, but pasted-image upload and GIF-to-vision-model HTTP 400 are different failures." + }, + { + "left": "issue:53881", + "right": "issue:67408", + "accept": false, + "reason": "No meaningful overlap: Control UI layout versus OpenRouter stream/parser bug." + }, + { + "left": "issue:63937", + "right": "issue:68632", + "accept": true, + "reason": "Both point to unresolved SecretRef handling breaking CLI commands during agent/plugin loading; same secret-resolution path." + }, + { + "left": "issue:65728", + "right": "issue:68461", + "accept": false, + "reason": "Unauthorized gateway startup and a context-limit display issue are unrelated." + }, + { + "left": "issue:66397", + "right": "issue:67750", + "accept": false, + "reason": "Both involve compaction/continuation, but one loses final answers in Discord and the other times out after successful auto-compaction; different concrete failures." + }, + { + "left": "issue:53540", + "right": "issue:67425", + "accept": false, + "reason": "Both involve embedded/OpenRouter issues, but one is a large-context network loss and the other is replayInvalid/payloads=0 abandonment; not the same fix." + }, + { + "left": "issue:35859", + "right": "issue:36431", + "accept": false, + "reason": "Telegram forwarding and TUI misrouting to webchat are different channel-routing bugs." + }, + { + "left": "issue:51084", + "right": "issue:65193", + "accept": false, + "reason": "Feishu document access and a cron runningAtMs TypeError are unrelated." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet, and the soft-edge calls stay conservative. The two accepted pairs are plausibly the same bug class, while the rejected pairs are mostly different channels, providers, or failure modes rather than clearly one mergeable fix." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 166, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:28077", + "issue:30025", + "issue:30152", + "issue:32678", + "issue:33143", + "issue:35397", + "issue:37465", + "issue:45645", + "issue:50966", + "issue:53271", + "issue:53398", + "issue:53547", + "issue:53744", + "issue:62276", + "issue:62505", + "issue:62748", + "issue:62749", + "issue:63816", + "issue:64003", + "issue:64509", + "issue:64524", + "issue:64676", + "issue:64798", + "issue:65064", + "issue:65086", + "issue:65191", + "issue:65297", + "issue:65431", + "issue:65742", + "issue:65768", + "issue:65840", + "issue:65844", + "issue:66263", + "issue:66288", + "issue:66370", + "issue:66598", + "issue:66661", + "issue:66762", + "issue:66892", + "issue:66978", + "issue:67038", + "issue:67414", + "issue:67793", + "issue:68028", + "issue:68165", + "issue:68470", + "issue:68593", + "issue:68818" + ], + "soft_pairs": [ + "issue:32678|issue:64676", + "issue:66288|issue:66370", + "issue:30152|issue:64524", + "issue:33143|issue:37465", + "issue:62748|issue:67038", + "issue:62749|issue:67038", + "issue:65742|issue:65840", + "issue:65064|issue:66661", + "issue:45645|issue:66263", + "issue:53744|issue:64003", + "issue:63816|issue:64798", + "issue:65297|issue:66370", + "issue:66598|issue:66762", + "issue:67793|issue:68818", + "issue:53547|issue:62505", + "issue:64509|issue:68593", + "issue:50966|issue:65844", + "issue:53398|issue:62276", + "issue:65086|issue:66978", + "issue:65191|issue:68028", + "issue:35397|issue:68165", + "issue:66892|issue:68470", + "issue:53271|issue:67414", + "issue:28077|issue:30025", + "issue:65431|issue:65768" + ], + "prepared_review_unit_hash": "a055bd21f6099fc2c5579c1d9d9eca13dc2a6e8b4382ab2b9c0467c11e572e36", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 25, + "serialized_chars": 35527, + "estimated_input_tokens": 8882, + "estimated_eval_tokens": 18020 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Most pairs are superficially similar but refer to different bugs. I only accepted a few clear same-root-cause duplicates: the global npm install runtime-deps staging issue and the WebChat flicker issue.", + "confidence": 0.84, + "canonical_issue_reason": "issue:62748 is the strongest representative for the global npm install staging bug: it has the most concrete failure description, specific packages/function involved, and it anchors the duplicate pair with 62749 plus the broader restatement in 67038.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:62748 is the best issue in this set because it is the clearest, most specific report for a real duplicate cluster; 62749 is an exact duplicate and 67038 is the same underlying staging failure phrased more broadly.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:32678", + "right": "issue:64676", + "accept": false, + "reason": "Different symptoms and likely different subsystems: Feishu binding routing vs gateway config persistence." + }, + { + "left": "issue:66288", + "right": "issue:66370", + "accept": false, + "reason": "Both involve images in UI, but one is about upload/agent receipt and the other about persistence/history refresh; not clearly the same bug." + }, + { + "left": "issue:30152", + "right": "issue:64524", + "accept": false, + "reason": "Unrelated: model allowlist/catalog filtering vs gateway startup/auth behavior." + }, + { + "left": "issue:33143", + "right": "issue:37465", + "accept": false, + "reason": "Both mention tool-call problems, but one is session-start multi-tool handling and the other is a specific model output-format validation failure." + }, + { + "left": "issue:62748", + "right": "issue:67038", + "accept": true, + "reason": "Same underlying global npm install/runtime-dependencies staging failure; 67038 is a broader restatement of the same bug described concretely in 62748." + }, + { + "left": "issue:62749", + "right": "issue:67038", + "accept": true, + "reason": "Same underlying global npm install/runtime-dependencies staging failure; 62749 is an exact duplicate of 62748 and 67038 describes the same defect." + }, + { + "left": "issue:65742", + "right": "issue:65840", + "accept": false, + "reason": "Both are 'unknown model' reports, but they affect different tools and contexts (pdf/custom provider vs imageModel registration)." + }, + { + "left": "issue:65064", + "right": "issue:66661", + "accept": false, + "reason": "Different plugin/runtime failures: startup normalization/import behavior vs external HTTP route registration returning 404." + }, + { + "left": "issue:45645", + "right": "issue:66263", + "accept": false, + "reason": "Unrelated bugs: Linux doctor/update install divergence vs native compaction context-usage staleness." + }, + { + "left": "issue:53744", + "right": "issue:64003", + "accept": false, + "reason": "Different plugin feature failures with no shared code-path evidence." + }, + { + "left": "issue:63816", + "right": "issue:64798", + "accept": false, + "reason": "WhatsApp media delivery failure is unrelated to a plugin update notice." + }, + { + "left": "issue:65297", + "right": "issue:66370", + "accept": false, + "reason": "Telegram media delivery vs WebChat image persistence are different code paths and symptoms." + }, + { + "left": "issue:66598", + "right": "issue:66762", + "accept": true, + "reason": "Same WebChat UI flicker bug; 66762 directly identifies the full-history re-fetch causing the flicker described in 66598." + }, + { + "left": "issue:67793", + "right": "issue:68818", + "accept": false, + "reason": "Queue batching behavior vs MCP tool exposure are unrelated." + }, + { + "left": "issue:53547", + "right": "issue:62505", + "accept": false, + "reason": "Workspace bootstrap file loading and coding-agent completion are different issues." + }, + { + "left": "issue:64509", + "right": "issue:68593", + "accept": false, + "reason": "Claude usage/accounting error vs menubar gateway health-check mismatch are unrelated." + }, + { + "left": "issue:50966", + "right": "issue:65844", + "accept": false, + "reason": "Different authentication/provider-routing bugs with no shared underlying defect." + }, + { + "left": "issue:53398", + "right": "issue:62276", + "accept": false, + "reason": "Both mention ports, but one is a misleading dual-stack error and the other is an actual startup port conflict in a different scenario." + }, + { + "left": "issue:65086", + "right": "issue:66978", + "accept": false, + "reason": "Both involve sessions_spawn, but one is model override/fallback and the other is timeout/completion handling." + }, + { + "left": "issue:65191", + "right": "issue:68028", + "accept": false, + "reason": "Plugin startup order/config loading vs secret-ref validation at runtime are different bugs." + }, + { + "left": "issue:35397", + "right": "issue:68165", + "accept": false, + "reason": "Unrelated: docker apt package env handling vs WhatsApp/Telegram messaging setup issues." + }, + { + "left": "issue:66892", + "right": "issue:68470", + "accept": false, + "reason": "Both are MiniMax-related, but one is tool-call ID formatting and the other is prompt-token double counting; different failure modes." + }, + { + "left": "issue:53271", + "right": "issue:67414", + "accept": false, + "reason": "Both concern pasted/uploaded images, but one is about missing upload/persistence and the other about blank preview plus reprocessing on history load; not clearly the same bug." + }, + { + "left": "issue:28077", + "right": "issue:30025", + "accept": false, + "reason": "Generic installation error vs embedded agent connection error are not the same defect." + }, + { + "left": "issue:65431", + "right": "issue:65768", + "accept": false, + "reason": "Different bugs in different tools: image capability/model support vs OAuth token usage." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet and stays conservative on the soft edges. The accepted pairs are well-supported by the titles: 62748/62749 are identical, 62748/67038 clearly share the global npm install runtime-dependencies staging failure, and 66598/66762 both describe the same WebChat flicker/history re-fetch behavior. The rejected pairs are framed cautiously and do not overstate equivalence." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 167, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:21097", + "issue:30922", + "issue:32952", + "issue:33641", + "issue:33773", + "issue:34387", + "issue:34537", + "issue:36431", + "issue:37566", + "issue:42870", + "issue:50966", + "issue:50999", + "issue:51099", + "issue:51151", + "issue:53169", + "issue:53564", + "issue:53798", + "issue:53815", + "issue:53862", + "issue:53863", + "issue:53938", + "issue:53956", + "issue:59933", + "issue:61589", + "issue:62685", + "issue:63225", + "issue:63329", + "issue:63979", + "issue:64381", + "issue:64523", + "issue:65177", + "issue:65214", + "issue:65318", + "issue:65434", + "issue:65448", + "issue:65790", + "issue:66070", + "issue:66096", + "issue:66306", + "issue:66892", + "issue:66934", + "issue:66972", + "issue:67261", + "issue:67394", + "issue:67423", + "issue:67834", + "issue:68028", + "issue:68605" + ], + "soft_pairs": [ + "issue:62685|issue:63329", + "issue:32952|issue:51099", + "issue:30922|issue:33773", + "issue:50966|issue:68605", + "issue:51151|issue:53169", + "issue:53815|issue:65790", + "issue:66892|issue:67261", + "issue:64381|issue:65214", + "issue:34387|issue:63225", + "issue:67423|issue:68028", + "issue:42870|issue:67834", + "issue:63979|issue:66972", + "issue:53938|issue:65177", + "issue:53862|issue:67394", + "issue:33641|issue:64523", + "issue:50999|issue:66306", + "issue:34537|issue:37566", + "issue:21097|issue:66070", + "issue:53564|issue:53956", + "issue:53863|issue:66096", + "issue:36431|issue:66934", + "issue:53798|issue:59933", + "issue:65318|issue:65448", + "issue:61589|issue:65434" + ], + "prepared_review_unit_hash": "aa06c1ddcb08691c9820c9903930686c873f02860fcdd1111060936ab1d193a9", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 35335, + "estimated_input_tokens": 8834, + "estimated_eval_tokens": 17924 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Most soft edges are false positives: they share broad subsystems or generic failure words, but the underlying bugs are different. I accepted only two pairs with the same concrete code-path failure: Discord ACP thread binding/channel-id resolution, and browser CDP health-check false negatives.", + "confidence": 0.95, + "canonical_issue_reason": "No single canonical issue: this set is heterogeneous, and most candidate links are not true duplicates, so collapsing the cluster would be misleading.", + "canonical_pr_reason": null, + "best_issue_reason": "No global best issue for dedupe; the cluster does not represent one underlying bug, so there is no safe representative issue to merge everything into.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:62685", + "right": "issue:63329", + "accept": true, + "reason": "Same Discord ACP thread-binding bug: both describe channel: / channel: prefix handling in binding resolution causing thread spawn/binding failures." + }, + { + "left": "issue:32952", + "right": "issue:51099", + "accept": false, + "reason": "Different problems: one is installer disk/memory requirements, the other is a missing python3 binary in the sandbox image." + }, + { + "left": "issue:30922", + "right": "issue:33773", + "accept": false, + "reason": "Unrelated bugs: hardcoded web UI version string vs intermittent file-operation/memory-directory failure." + }, + { + "left": "issue:50966", + "right": "issue:68605", + "accept": false, + "reason": "Both are UI bugs, but the symptoms and code paths differ: provider switching vs webchat image persistence/display." + }, + { + "left": "issue:51151", + "right": "issue:53169", + "accept": false, + "reason": "Different gateway connectivity issues: CLI-to-gateway connection failure vs upgrade/service-file migration regression." + }, + { + "left": "issue:53815", + "right": "issue:65790", + "accept": false, + "reason": "Different web UI defects: update stream stopping after WhatsApp reconnect vs image attachment persistence." + }, + { + "left": "issue:66892", + "right": "issue:67261", + "accept": false, + "reason": "Both are model-response crashes, but they involve different providers and different missing fields/tool-call formats." + }, + { + "left": "issue:64381", + "right": "issue:65214", + "accept": false, + "reason": "Separate packaging/startup issues affecting different plugin paths; not the same missing-service bug." + }, + { + "left": "issue:34387", + "right": "issue:63225", + "accept": false, + "reason": "Unrelated: missing gateway folder vs missing npm module '@buape/carbon'." + }, + { + "left": "issue:67423", + "right": "issue:68028", + "accept": false, + "reason": "Different auth/key-handling bugs: provider apiKey resolution vs SecretRef validation/runtime mismatch for tavily." + }, + { + "left": "issue:42870", + "right": "issue:67834", + "accept": false, + "reason": "Both mention Cloudflare 403, but the root causes differ: backticks in messages vs /v1 suffix/empty models-array resolution." + }, + { + "left": "issue:63979", + "right": "issue:66972", + "accept": false, + "reason": "Different session-state bugs: streaming flag not cleared vs stale thread-bound ACP session blocking /new." + }, + { + "left": "issue:53938", + "right": "issue:65177", + "accept": false, + "reason": "Different Feishu/gateway problems: plugin duplication and restart instability vs a doctor --fix migration omission." + }, + { + "left": "issue:53862", + "right": "issue:67394", + "accept": false, + "reason": "Both are messaging delivery issues, but they affect different transports and different delivery stages." + }, + { + "left": "issue:33641", + "right": "issue:64523", + "accept": false, + "reason": "Both involve webchat routing, but one is disappearing prior assistant output during streaming and the other re-injects assistant output as user input." + }, + { + "left": "issue:50999", + "right": "issue:66306", + "accept": false, + "reason": "Different macOS symptoms and subsystems: Telegram polling restart loop vs app health-check pending while gateway is healthy." + }, + { + "left": "issue:34537", + "right": "issue:37566", + "accept": false, + "reason": "Both are TUI display complaints, but one is a final-tag parsing issue and the other is a routing/delivery issue." + }, + { + "left": "issue:21097", + "right": "issue:66070", + "accept": false, + "reason": "Different config features: per-agent thinkingDefault vs per-agent/per-cron API key override." + }, + { + "left": "issue:53564", + "right": "issue:53956", + "accept": false, + "reason": "Both involve tag parsing, but they concern different tags and different behaviors (TTS directives vs model reasoning tags)." + }, + { + "left": "issue:53863", + "right": "issue:66096", + "accept": false, + "reason": "Both are missing packaged files, but they break different components and are not the same packaging defect." + }, + { + "left": "issue:36431", + "right": "issue:66934", + "accept": false, + "reason": "Related webchat/TUI UX symptoms, but not the same bug: misrouted TUI messages vs sender label rendering." + }, + { + "left": "issue:53798", + "right": "issue:59933", + "accept": false, + "reason": "No meaningful overlap: Feishu voice duration metadata vs session listing for group sessions." + }, + { + "left": "issue:65318", + "right": "issue:65448", + "accept": false, + "reason": "Different Gemini regressions: OAuth/orphaned CLI integration vs intermittent empty visible output from direct Vertex models." + }, + { + "left": "issue:61589", + "right": "issue:65434", + "accept": true, + "reason": "Same browser CDP health-check false negative: both report not running/unreachable despite healthy /json/version and working CDP connectivity." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "Grounded and conservative overall. The cluster is correctly treated as heterogeneous, and the two accepted soft edges are well-supported by the issue titles: the Discord ACP thread-binding/channel-prefix pair and the browser CDP false-unreachable pair. The rejected edges are appropriately cautious and do not overclaim duplication." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 168, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:30202", + "issue:30350", + "issue:31412", + "issue:31481", + "issue:31486", + "issue:32936", + "issue:33157", + "issue:33641", + "issue:34243", + "issue:34863", + "issue:34935", + "issue:35793", + "issue:36507", + "issue:36514", + "issue:36982", + "issue:37040", + "issue:46002", + "issue:49264", + "issue:50161", + "issue:50982", + "issue:51084", + "issue:51505", + "issue:51824", + "issue:52286", + "issue:53162", + "issue:53537", + "issue:53659", + "issue:53785", + "issue:55011", + "issue:63572", + "issue:63661", + "issue:64251", + "issue:64407", + "issue:65581", + "issue:65584", + "issue:65595", + "issue:66004", + "issue:66159", + "issue:66251", + "issue:66381", + "issue:66423", + "issue:66626", + "issue:66635", + "issue:66769", + "issue:67092", + "issue:67102", + "issue:68003" + ], + "soft_pairs": [ + "issue:31412|issue:68003", + "issue:34863|issue:53537", + "issue:64251|issue:66251", + "issue:33157|issue:53162", + "issue:31481|issue:53785", + "issue:35793|issue:36514", + "issue:34935|issue:46002", + "issue:64407|issue:65584", + "issue:37040|issue:66635", + "issue:66626|issue:66769", + "issue:33641|issue:66381", + "issue:51505|issue:65581", + "issue:30202|issue:30350", + "issue:34243|issue:36507", + "issue:36982|issue:55011", + "issue:51824|issue:67102", + "issue:52286|issue:53659", + "issue:63572|issue:66159", + "issue:31486|issue:65595", + "issue:66423|issue:67092", + "issue:50982|issue:52286", + "issue:32936|issue:63661", + "issue:51084|issue:66004", + "issue:49264|issue:50161" + ], + "prepared_review_unit_hash": "f87a8c12d10eba81ad3fcca6b8c0b2151b2bf3762f2aee3e67fc7493ccf7bb67", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 24, + "serialized_chars": 34497, + "estimated_input_tokens": 8625, + "estimated_eval_tokens": 17506 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Mostly unrelated issue set with three likely duplicate pairs: WebChat refresh/heartbeat artifacts, image tool provider-configuration regression, and doctor SecretRef handling. Everything else looks like broad subsystem similarity rather than the same bug.", + "confidence": 0.79, + "canonical_issue_reason": "No single cluster-wide canonical is obvious because the items split into several unrelated bugs. If one representative is needed, issue 30202 is the strongest canonical for the WebChat refresh/heartbeat duplicate pair because it describes the underlying refresh leak more completely and subsumes 30350's flicker symptom.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 30202 is the best standalone issue candidate: it is detailed, directly identifies the refresh/heartbeat leak, and cleanly covers the paired symptom reported in 30350. Among the accepted duplicates, it is the most canonical description of its bug.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:31412", + "right": "issue:68003", + "accept": false, + "reason": "Both mention Control UI sections, but one is a Cron Jobs form bug and the other is duplicate title/description on single-section settings pages; not the same underlying defect." + }, + { + "left": "issue:34863", + "right": "issue:53537", + "accept": false, + "reason": "Different problems: ACP interactive mode losing assistant content vs Gemini thinking content looping on model switch." + }, + { + "left": "issue:64251", + "right": "issue:66251", + "accept": false, + "reason": "One is a concrete CLI-backed follow-up-path failure; the other is a broad tracking issue for Codex harness stability work." + }, + { + "left": "issue:33157", + "right": "issue:53162", + "accept": false, + "reason": "Both mention access/auth symptoms, but one is Web UI token redirect and the other is WhatsApp cron delivery listener failure; different code paths." + }, + { + "left": "issue:31481", + "right": "issue:53785", + "accept": false, + "reason": "Token-missing UI issue vs missing Matrix crypto package on Linux; unrelated failures." + }, + { + "left": "issue:35793", + "right": "issue:36514", + "accept": false, + "reason": "Read-tool/workdir access bug vs agent jailbreak/escape speculation; not the same concrete bug." + }, + { + "left": "issue:34935", + "right": "issue:46002", + "accept": false, + "reason": "Different streaming bugs: unnecessary safeguard-compaction API calls vs missing intermediate text before tool calls in Feishu." + }, + { + "left": "issue:64407", + "right": "issue:65584", + "accept": false, + "reason": "CLI connect failure after heartbeat config changes vs cron CLI hanging after success; different behaviors and paths." + }, + { + "left": "issue:37040", + "right": "issue:66635", + "accept": false, + "reason": "OpenClaw Bot no visible reply vs WhatsApp inline media send failure; no concrete overlap." + }, + { + "left": "issue:66626", + "right": "issue:66769", + "accept": false, + "reason": "Both involve secrets leakage, but from different APIs/paths: config.get serialization vs skills.update gateway response." + }, + { + "left": "issue:33641", + "right": "issue:66381", + "accept": false, + "reason": "Both are WebChat message-disappearance reports, but one affects previous assistant messages during streaming while the other affects the user message right after send." + }, + { + "left": "issue:51505", + "right": "issue:65581", + "accept": false, + "reason": "Thinking-stream forwarding over WebSocket vs duplicate Discord messages; unrelated symptoms." + }, + { + "left": "issue:30202", + "right": "issue:30350", + "accept": true, + "reason": "Same WebChat refresh bug family: refreshing surfaces heartbeat/system artifacts, with 30350 describing the title flicker symptom of the same underlying leak." + }, + { + "left": "issue:34243", + "right": "issue:36507", + "accept": false, + "reason": "Both are sandbox/read-access complaints, but one is bundled skills path escape and the other is Slack upload file reads; different root causes." + }, + { + "left": "issue:36982", + "right": "issue:55011", + "accept": false, + "reason": "OAuth refresh-token reauth loop vs image_generate provider registration failure; unrelated." + }, + { + "left": "issue:51824", + "right": "issue:67102", + "accept": false, + "reason": "Both are Control UI model/provider mapping issues, but they involve different provider families and different failure modes." + }, + { + "left": "issue:52286", + "right": "issue:53659", + "accept": false, + "reason": "Telegram topic-related, but one is message-tool file delivery to DM and the other is exec approval completion losing forum topic context; not the same bug." + }, + { + "left": "issue:63572", + "right": "issue:66159", + "accept": false, + "reason": "Cross-OS path rewrite / doctor detection guidance vs doctor CPU hang on large agents.list; different defects." + }, + { + "left": "issue:31486", + "right": "issue:65595", + "accept": true, + "reason": "Same underlying image-tool bug: provider configuration is being ignored, with 65595 naming the concrete hardcoded `openai/` prefix mechanism behind 31486's custom-provider failure." + }, + { + "left": "issue:66423", + "right": "issue:67092", + "accept": false, + "reason": "Different parsing/serialization issues: tool-call tags treated as plain text vs malformed `` leaking into visible text." + }, + { + "left": "issue:50982", + "right": "issue:52286", + "accept": false, + "reason": "Telegram topic feature requests in different tools; one is missing `--thread-id` for cron, the other is message-tool delivery behavior." + }, + { + "left": "issue:32936", + "right": "issue:63661", + "accept": false, + "reason": "One is a model/template misclassification as context overflow; the other is an actual context-overflow UI spinner bug." + }, + { + "left": "issue:51084", + "right": "issue:66004", + "accept": false, + "reason": "Feishu document reading regression vs subagent timeout/frozenResultText null crash; different code paths." + }, + { + "left": "issue:49264", + "right": "issue:50161", + "accept": true, + "reason": "Same doctor/exec SecretRef bug family: both report failure handling exec SecretRefs, with 50161 describing the resolved-snapshot variant of the same missing-resolution path." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet: it correctly highlights the three supported duplicate pairs (30202/30350, 31486/65595, 49264/50161) and treats the rest as only superficially similar. The soft-edge verdicts are conservative overall, with no obvious overreach beyond what the titles and descriptions support." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 169, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:17101", + "issue:31043", + "issue:36229", + "issue:36585", + "issue:37040", + "issue:42074", + "issue:42614", + "issue:51083", + "issue:51168", + "issue:52484", + "issue:53169", + "issue:54069", + "issue:56854", + "issue:58479", + "issue:60087", + "issue:62672", + "issue:62778", + "issue:62864", + "issue:63026", + "issue:63035", + "issue:63212", + "issue:63345", + "issue:63999", + "issue:64210", + "issue:64628", + "issue:64710", + "issue:64748", + "issue:65132", + "issue:65210", + "issue:65218", + "issue:65234", + "issue:65488", + "issue:65559", + "issue:65676", + "issue:65902", + "issue:66161", + "issue:66768", + "issue:66833", + "issue:67192", + "issue:67696", + "issue:67745", + "issue:67750", + "issue:67779", + "issue:68285", + "issue:68309", + "issue:68363", + "issue:68447", + "issue:68661" + ], + "soft_pairs": [ + "issue:64210|issue:65902", + "issue:67192|issue:68309", + "issue:51083|issue:60087", + "issue:62864|issue:68447", + "issue:64748|issue:68661", + "issue:36229|issue:62778", + "issue:63026|issue:63999", + "issue:65132|issue:66161", + "issue:31043|issue:58479", + "issue:62672|issue:65234", + "issue:17101|issue:67696", + "issue:65488|issue:66768", + "issue:42614|issue:66833", + "issue:42074|issue:53169", + "issue:63212|issue:63345", + "issue:64628|issue:64710", + "issue:65676|issue:67745", + "issue:65210|issue:68285", + "issue:36585|issue:56854", + "issue:37040|issue:52484", + "issue:65218|issue:67750", + "issue:51168|issue:54069", + "issue:63035|issue:65559", + "issue:67779|issue:68363" + ], + "prepared_review_unit_hash": "f246b8fe34d5bff06b881548f5ecc41d111424875e6ef64a7f2f39117544643b", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 35221, + "estimated_input_tokens": 8806, + "estimated_eval_tokens": 17868 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "The set is heterogeneous and the soft pairs are mostly superficial topic overlaps rather than true duplicates. I would reject all soft edges; no single issue or PR cleanly represents the whole group.", + "confidence": 0.93, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": null, + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:64210", + "right": "issue:65902", + "accept": false, + "reason": "Both mention Telegram/cron delivery, but one is about a Telegram topic cron turn not posting while the other is WhatsApp session discovery/runtime status; different channels and failure modes." + }, + { + "left": "issue:67192", + "right": "issue:68309", + "accept": false, + "reason": "Both reference mistral thinking, but one is a channel crash from missing stream wrapper and the other is a problem with Mistral Small thinking enabled; too vague and not the same concrete bug." + }, + { + "left": "issue:51083", + "right": "issue:60087", + "accept": false, + "reason": "Both affect CLI/exec behavior, but one is a module initialization ReferenceError and the other is the gateway being killed on exec tool invocation; different code paths and symptoms." + }, + { + "left": "issue:62864", + "right": "issue:68447", + "accept": false, + "reason": "Both involve model/provider routing, but 62864 is an embedded failover timeout decision while 68447 is wrong provider selection for a prefixed model ID in LM Studio; not the same bug." + }, + { + "left": "issue:64748", + "right": "issue:68661", + "accept": false, + "reason": "One is a memory-wiki allowlist naming mismatch; the other is heredoc triggering approvals in allowlist mode. Related config area, but distinct behaviors." + }, + { + "left": "issue:36229", + "right": "issue:62778", + "accept": false, + "reason": "Both mention thinking block signatures and compaction/pruning, but 36229 is session failure after compaction corrupts signatures while 62778 is signature corruption after cache-TTL pruning; not enough evidence they are the same root cause." + }, + { + "left": "issue:63026", + "right": "issue:63999", + "accept": false, + "reason": "One is file upload routing to the heartbeat channel; the other is raw tool-call XML leaking into chat. Different subsystems and defect types." + }, + { + "left": "issue:65132", + "right": "issue:66161", + "accept": false, + "reason": "Both involve visible leakage into chat, but Discord commentary-phase leakage and Telegram pre-tool scratch leakage are channel-specific output filtering issues, not the same bug." + }, + { + "left": "issue:31043", + "right": "issue:58479", + "accept": false, + "reason": "Both concern approval IDs, but 31043 is an ID format mismatch/unknown approval id, while 58479 is an approval dialog that succeeds but is not consumed and regenerates a new id." + }, + { + "left": "issue:62672", + "right": "issue:65234", + "accept": false, + "reason": "Both involve fallback behavior, but 62672 is a 429 propagation to secondary providers and 65234 is session-start model switching causing fallback attempts to be skipped; distinct failure mechanisms." + }, + { + "left": "issue:17101", + "right": "issue:67696", + "accept": false, + "reason": "Telegram voice transcription failure is unrelated to outbound message serialization artifacts in Telegram/Mattermost." + }, + { + "left": "issue:65488", + "right": "issue:66768", + "accept": false, + "reason": "Both mention heartbeats/turns, but one is a context issue with Heartbeat turns and the other is empty completed turns in a specific image tag; not the same bug." + }, + { + "left": "issue:42614", + "right": "issue:66833", + "accept": false, + "reason": "Both are provider/stream parsing issues, but Volcengine unknown-field incompatibility and OpenRouter/Qwen3 reasoning_details parsing failure are separate provider-specific problems." + }, + { + "left": "issue:42074", + "right": "issue:53169", + "accept": false, + "reason": "Both reference dashboard access, but one is macOS inaccessibility and the other is an upgrade/service-file migration failure; different triggers and remediation." + }, + { + "left": "issue:63212", + "right": "issue:63345", + "accept": false, + "reason": "Matrix verification failure and missing keys for this message are related to the same plugin area, but the titles describe different error conditions and likely different causes." + }, + { + "left": "issue:64628", + "right": "issue:64710", + "accept": false, + "reason": "One is an image tool provider-registration/config issue; the other is an Ollama agent timeout. Same provider family, but not the same bug." + }, + { + "left": "issue:65676", + "right": "issue:67745", + "accept": false, + "reason": "Both discuss fallback/tool execution failures, but one is model fallback never executing due to live session model switching, while the other is custom OpenAI-compatible tool_calls not being executed at all." + }, + { + "left": "issue:65210", + "right": "issue:68285", + "accept": false, + "reason": "Control UI usage/compression issues versus Node v25 Matrix CPU/tools/memory problems are not the same underlying defect." + }, + { + "left": "issue:36585", + "right": "issue:56854", + "accept": false, + "reason": "Both are gateway crashes, but one is TLS null dereference during socket reconnection under load and the other is an uncaught exception during Discord health-monitor restart." + }, + { + "left": "issue:37040", + "right": "issue:52484", + "accept": false, + "reason": "OpenClaw bot no visible reply is not the same as a main agent returning raw exec timeout JSON after subagent handoff timeout." + }, + { + "left": "issue:65218", + "right": "issue:67750", + "accept": false, + "reason": "Both involve compaction/timeouts, but one is a heartbeat precheck reserve misconfiguration and the other is successful auto-compaction ending in an embedded timeout and /new fallback." + }, + { + "left": "issue:51168", + "right": "issue:54069", + "accept": false, + "reason": "Both are channel/plugin event-flow problems, but AgentMail WebSocket handlers failing and Matrix dispatch stopping after config hot-reload are different channels and mechanisms." + }, + { + "left": "issue:63035", + "right": "issue:65559", + "accept": false, + "reason": "JSON.stringify dropping UUID keys in pending.json is unrelated to allowBots:mentions dropping webhook messages due to empty mentionedUsers." + }, + { + "left": "issue:67779", + "right": "issue:68363", + "accept": false, + "reason": "Both mention multiple-agent or LM Studio rendering/runtime issues, but one is WebChat rendering dysfunction with multiple agents and the other is repeated model loads leading to incomplete turns." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 170, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:17731", + "issue:24173", + "issue:26691", + "issue:27804", + "issue:28617", + "issue:29727", + "issue:30314", + "issue:30704", + "issue:30818", + "issue:31275", + "issue:31382", + "issue:31412", + "issue:32473", + "issue:32808", + "issue:32841", + "issue:32983", + "issue:33143", + "issue:33263", + "issue:33527", + "issue:33650", + "issue:33856", + "issue:33862", + "issue:34271", + "issue:34308", + "issue:34324", + "issue:34373", + "issue:34377", + "issue:34530", + "issue:36431", + "issue:36987", + "issue:37299", + "issue:37344", + "issue:41342", + "issue:44905", + "issue:52511", + "issue:53517", + "issue:53544", + "issue:53790", + "issue:63190", + "issue:63657", + "issue:64707", + "issue:65043", + "issue:65538", + "issue:65760", + "issue:67045", + "issue:67250", + "issue:68620", + "issue:8731" + ], + "soft_pairs": [ + "issue:17731|issue:65043", + "issue:24173|issue:63657", + "issue:26691|issue:8731", + "issue:27804|issue:67045", + "issue:28617|issue:68620", + "issue:29727|issue:37344", + "issue:30314|issue:33862", + "issue:30314|issue:34271", + "issue:30704|issue:44905", + "issue:30818|issue:53544", + "issue:31275|issue:41342", + "issue:31382|issue:53517", + "issue:31412|issue:33650", + "issue:32473|issue:52511", + "issue:32808|issue:37344", + "issue:32841|issue:63190", + "issue:32983|issue:65760", + "issue:33143|issue:67250", + "issue:33263|issue:33527", + "issue:33650|issue:37299", + "issue:33856|issue:65538", + "issue:33862|issue:36987", + "issue:34308|issue:34324", + "issue:34373|issue:53790", + "issue:34377|issue:36431", + "issue:34530|issue:64707" + ], + "prepared_review_unit_hash": "e59822395d48308cf542b49fabdae24850863013bbe8d1e21f960044c9cfca1b", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 26, + "serialized_chars": 35057, + "estimated_input_tokens": 8765, + "estimated_eval_tokens": 17786 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This cluster is best treated as a set of related bug reports, mostly around routing/session-lifecycle behavior across chat surfaces. With only titles and soft-similarity scores, I would not call any pair a confirmed duplicate; several look like the same bug family, but the evidence is too thin to assert same underlying defect. issue:34377 is the broadest representative of the cross-surface reply-routing family.", + "confidence": 0.58, + "canonical_issue_reason": "issue:34377 is the clearest broad representative of the routing/fan-out problem across surfaces, so it is the best single issue to anchor this related-bug cluster.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:34377 is the best overall issue because it captures the widest version of the routing symptom without being overly channel-specific.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:17731", + "right": "issue:65043", + "accept": false, + "reason": "Related Slack/thread-routing symptoms, but the titles alone do not prove the same underlying bug or code path." + }, + { + "left": "issue:24173", + "right": "issue:63657", + "accept": false, + "reason": "Both involve gateway restart, but the reported failures are different enough that this is only a related family, not a confirmed duplicate." + }, + { + "left": "issue:26691", + "right": "issue:8731", + "accept": false, + "reason": "Different products/surfaces and different failure modes; no solid basis to merge as one bug." + }, + { + "left": "issue:27804", + "right": "issue:67045", + "accept": false, + "reason": "These are plausibly related compaction/session issues, but the titles do not establish the same concrete defect." + }, + { + "left": "issue:28617", + "right": "issue:68620", + "accept": false, + "reason": "Both mention hangs/timeouts, but one is a feature request and the other is a stuck-session failure; not the same bug." + }, + { + "left": "issue:29727", + "right": "issue:37344", + "accept": false, + "reason": "Different integrations and different symptoms; too little evidence of a shared underlying bug." + }, + { + "left": "issue:30314", + "right": "issue:33862", + "accept": false, + "reason": "Feishu-related, but announce delivery and allowlist behavior are separate issues." + }, + { + "left": "issue:30314", + "right": "issue:34271", + "accept": false, + "reason": "Same integration area, but cron announce delivery and @mention recognition are distinct behaviors." + }, + { + "left": "issue:30704", + "right": "issue:44905", + "accept": false, + "reason": "Both involve leaked internal traces, but the available evidence is still only thematic similarity, not a confirmed same defect." + }, + { + "left": "issue:30818", + "right": "issue:53544", + "accept": false, + "reason": "Unrelated UI/channel-management problems." + }, + { + "left": "issue:31275", + "right": "issue:41342", + "accept": false, + "reason": "Different subsystems and symptoms; not the same bug." + }, + { + "left": "issue:31382", + "right": "issue:53517", + "accept": false, + "reason": "Both are install-related, but the failure modes are different." + }, + { + "left": "issue:31412", + "right": "issue:33650", + "accept": false, + "reason": "Different components and different failures; not a duplicate." + }, + { + "left": "issue:32473", + "right": "issue:52511", + "accept": false, + "reason": "Both touch Control UI/browser control, but the reported problems are not the same defect." + }, + { + "left": "issue:32808", + "right": "issue:37344", + "accept": false, + "reason": "Unrelated integrations and failure types." + }, + { + "left": "issue:32841", + "right": "issue:63190", + "accept": false, + "reason": "Both are Telegram-related, but inbound/reply instability and ASR handling are separate paths." + }, + { + "left": "issue:32983", + "right": "issue:65760", + "accept": false, + "reason": "Different model-pipeline bugs with different symptoms." + }, + { + "left": "issue:33143", + "right": "issue:67250", + "accept": false, + "reason": "Different symptoms around tool calls/UI rendering; not clearly the same defect." + }, + { + "left": "issue:33263", + "right": "issue:33527", + "accept": false, + "reason": "Duplicate replies and tool-schema reporting are separate issues." + }, + { + "left": "issue:33650", + "right": "issue:37299", + "accept": false, + "reason": "Browser attach permission failure and cron command TypeError are unrelated." + }, + { + "left": "issue:33856", + "right": "issue:65538", + "accept": false, + "reason": "Different UI behaviors with no evidence of the same code path." + }, + { + "left": "issue:33862", + "right": "issue:36987", + "accept": false, + "reason": "Both are Feishu-related, but the specific bugs are different." + }, + { + "left": "issue:34308", + "right": "issue:34324", + "accept": false, + "reason": "Opposite delivery symptoms in the same area, but not enough evidence they are the same bug." + }, + { + "left": "issue:34373", + "right": "issue:53790", + "accept": false, + "reason": "Both concern delivery regressions, but the surfaces and symptoms differ; not a confirmed duplicate." + }, + { + "left": "issue:34377", + "right": "issue:36431", + "accept": false, + "reason": "These are likely related routing regressions, but the titles do not justify treating them as the same underlying bug." + }, + { + "left": "issue:34530", + "right": "issue:64707", + "accept": false, + "reason": "Both mention restart-related behavior, but they concern different features and failure modes." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "The summary is directionally plausible, but it overstates certainty. The packet only gives titles and soft-similarity scores; there is no hard evidence that the accepted pairs are true duplicates or that they share the exact same underlying bug. Phrases like \"true duplicate pairs\" and \"same underlying\" are too strong for this evidence level. In particular, the 34377/36431 and 17731/65043 matches look like related routing regressions, not confirmed same-bug pairs. Please downgrade the language to conservative \"related/likely same family\" unless there is explicit linkage or stronger shared-symptom evidence." + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 171, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:35254", + "issue:35277", + "issue:35283", + "issue:35655", + "issue:36170", + "issue:36247", + "issue:36248", + "issue:36425", + "issue:36620", + "issue:36757", + "issue:41978", + "issue:48479", + "issue:50651", + "issue:50982", + "issue:51084", + "issue:51578", + "issue:53169", + "issue:53232", + "issue:53271", + "issue:53443", + "issue:53494", + "issue:53512", + "issue:53578", + "issue:53998", + "issue:55011", + "issue:57099", + "issue:57256", + "issue:59933", + "issue:62875", + "issue:62995", + "issue:64302", + "issue:64628", + "issue:65791", + "issue:65950", + "issue:66202", + "issue:66619", + "issue:66641", + "issue:67114", + "issue:67416", + "issue:67502", + "issue:67547", + "issue:67607", + "issue:67988", + "issue:68021", + "issue:68104", + "issue:68154", + "issue:68585", + "issue:68665" + ], + "soft_pairs": [ + "issue:35254|issue:35277", + "issue:35283|issue:59933", + "issue:35655|issue:36247", + "issue:35655|issue:36248", + "issue:36170|issue:53169", + "issue:36425|issue:62875", + "issue:36620|issue:67547", + "issue:36757|issue:65791", + "issue:41978|issue:67416", + "issue:48479|issue:68104", + "issue:50651|issue:67988", + "issue:50982|issue:67607", + "issue:50982|issue:68665", + "issue:51084|issue:66619", + "issue:51084|issue:66641", + "issue:51578|issue:68585", + "issue:53232|issue:55011", + "issue:53271|issue:68021", + "issue:53443|issue:67114", + "issue:53494|issue:67502", + "issue:53512|issue:64302", + "issue:53578|issue:66202", + "issue:53998|issue:68154", + "issue:55011|issue:64628", + "issue:57099|issue:62995", + "issue:57256|issue:65950" + ], + "prepared_review_unit_hash": "c2e3f28ac94810d8430afaa53b287a20a2c8e5dfa6a37d5ce99496de98af7e1a", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 26, + "serialized_chars": 35211, + "estimated_input_tokens": 8803, + "estimated_eval_tokens": 17862 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This is a mixed issue cluster with only a few likely duplicates. The only explicit duplicate anchor is the Telegram sessions_send pair (36247/36248). Most other soft pairs are same-subsystem but not the same concrete bug; the strongest secondary duplicate-like case is the WebChat image upload regression.", + "confidence": 0.71, + "canonical_issue_reason": "issue:36247 is the only pair with explicit duplicate evidence (to 36248) and it is the earlier, more-referenced report.", + "canonical_pr_reason": null, + "best_issue_reason": "Same as canonical: it has direct duplicate evidence and is the clearest anchor in an otherwise heterogeneous cluster.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:35254", + "right": "issue:35277", + "accept": false, + "reason": "Both are TUI/message-display bugs, but one is misrouted DM delivery and the other is duplicate terminal rendering; different code-paths." + }, + { + "left": "issue:35283", + "right": "issue:59933", + "accept": false, + "reason": "Both involve group sessions, but one is restore-on-restart and the other is listing visibility; not the same bug." + }, + { + "left": "issue:35655", + "right": "issue:36247", + "accept": false, + "reason": "Both mention Telegram group delivery behavior, but leak-in-chat notifications and announce-delivery 400/hang are different failures." + }, + { + "left": "issue:35655", + "right": "issue:36248", + "accept": false, + "reason": "Same mismatch as 35655/36247; related area, but not the same concrete defect." + }, + { + "left": "issue:36170", + "right": "issue:53169", + "accept": false, + "reason": "Unrelated: missing transcript handling in chat.inject versus dashboard/gateway service migration failure." + }, + { + "left": "issue:36425", + "right": "issue:62875", + "accept": false, + "reason": "Both are Telegram plugin load issues, but one is heartbeat-embedded runtime loading and the other is a missing packaged src/ directory; different root causes." + }, + { + "left": "issue:36620", + "right": "issue:67547", + "accept": false, + "reason": "Test/configuration failure versus build hash dependency on node_modules; not the same underlying bug." + }, + { + "left": "issue:36757", + "right": "issue:65791", + "accept": false, + "reason": "Different feature areas: Telegram link preview control versus adding Exa secretRef support." + }, + { + "left": "issue:41978", + "right": "issue:67416", + "accept": false, + "reason": "Both are gateway restart problems, but they are OS-specific and describe different restart behaviors/failures." + }, + { + "left": "issue:48479", + "right": "issue:68104", + "accept": false, + "reason": "Different Gemini bugs: auth selection regression versus image_generate HTTP/2 timeout." + }, + { + "left": "issue:50651", + "right": "issue:67988", + "accept": false, + "reason": "Both affect the model dropdown, but one hides duplicates and the other shows alias/key instead of display name." + }, + { + "left": "issue:50982", + "right": "issue:67607", + "accept": false, + "reason": "Both relate to threaded messaging, but Telegram topic delivery and Slack thread replies are distinct features." + }, + { + "left": "issue:50982", + "right": "issue:68665", + "accept": false, + "reason": "Telegram cron thread-id support and Signal quote replies are unrelated." + }, + { + "left": "issue:51084", + "right": "issue:66619", + "accept": false, + "reason": "Feishu document reading regression versus Telegram setup trim TypeError; unrelated." + }, + { + "left": "issue:51084", + "right": "issue:66641", + "accept": false, + "reason": "Different bugs: Feishu document access versus installer quickstart trim crash." + }, + { + "left": "issue:51578", + "right": "issue:68585", + "accept": false, + "reason": "Different messaging features: Feishu voice bubbles versus Slack thread replies." + }, + { + "left": "issue:53232", + "right": "issue:55011", + "accept": false, + "reason": "Both mention missing providers after upgrade, but one is media-understanding and the other image_generate; too broad to treat as the same bug." + }, + { + "left": "issue:53271", + "right": "issue:68021", + "accept": true, + "reason": "Same WebChat/Control-UI image upload regression: images remain local, disappear on refresh, and no upload request/attachments are sent." + }, + { + "left": "issue:53443", + "right": "issue:67114", + "accept": false, + "reason": "Gateway probe/local loopback failure is not the same as Windows status/health hanging after restart." + }, + { + "left": "issue:53494", + "right": "issue:67502", + "accept": false, + "reason": "Both mention corruption/loss, but one is tool registry loss after image messages and the other is assistant response loss in nested lane congestion; different code paths." + }, + { + "left": "issue:53512", + "right": "issue:64302", + "accept": false, + "reason": "Both involve compaction/context overflow, but one is agent switching being ignored and the other is compaction settings not being honored; not clearly the same defect." + }, + { + "left": "issue:53578", + "right": "issue:66202", + "accept": false, + "reason": "OAuth slowness and Ollama model unavailability are unrelated regressions." + }, + { + "left": "issue:53998", + "right": "issue:68154", + "accept": false, + "reason": "Both are audit false positives, but for different rules (plaintext env refs vs phantom bundled plugins)." + }, + { + "left": "issue:55011", + "right": "issue:64628", + "accept": true, + "reason": "Both point to image tool/provider resolution failing because the API/provider is not registered, which looks like the same registration bug." + }, + { + "left": "issue:57099", + "right": "issue:62995", + "accept": false, + "reason": "Different provider/auth regressions: explicit ollama provider registration versus amazon-bedrock instance-role API-key detection." + }, + { + "left": "issue:57256", + "right": "issue:65950", + "accept": false, + "reason": "Both are status-report inaccuracies, but one is a memory availability false negative and the other is cron session success despite incomplete work." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet: 36247/36248 is the only pair with explicit duplicate evidence, and the other accepted pair (53271/68021) is closely aligned by title/body description. The remaining soft-edge rejections are conservative and appropriately avoid claiming duplicates from only broad subsystem similarity." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 172, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:58385", + "issue:59257", + "issue:61455", + "issue:62958", + "issue:63570", + "issue:64577", + "issue:64707", + "issue:64710", + "issue:64732", + "issue:64801", + "issue:64845", + "issue:64931", + "issue:65119", + "issue:65314", + "issue:65437", + "issue:65498", + "issue:65524", + "issue:65653", + "issue:65751", + "issue:65890", + "issue:65997", + "issue:66006", + "issue:66065", + "issue:66097", + "issue:66121", + "issue:66288", + "issue:66317", + "issue:66319", + "issue:66381", + "issue:66391", + "issue:66533", + "issue:66635", + "issue:66746", + "issue:66763", + "issue:66952", + "issue:66981", + "issue:67235", + "issue:67416", + "issue:67598", + "issue:67938", + "issue:68026", + "issue:68033", + "issue:68044", + "issue:68239", + "issue:68344", + "issue:68405", + "issue:68522", + "issue:68766" + ], + "soft_pairs": [ + "issue:58385|issue:68026", + "issue:59257|issue:67598", + "issue:61455|issue:66391", + "issue:62958|issue:68344", + "issue:63570|issue:64931", + "issue:64577|issue:65437", + "issue:64707|issue:67416", + "issue:64710|issue:67938", + "issue:64732|issue:65997", + "issue:64801|issue:66121", + "issue:64845|issue:65653", + "issue:65119|issue:65314", + "issue:65314|issue:66981", + "issue:65498|issue:66533", + "issue:65524|issue:65751", + "issue:65890|issue:66746", + "issue:66006|issue:68239", + "issue:66065|issue:66635", + "issue:66097|issue:66763", + "issue:66288|issue:68044", + "issue:66381|issue:68239", + "issue:66952|issue:68766", + "issue:67235|issue:68405", + "issue:68033|issue:68522", + "issue:66317|issue:66319" + ], + "prepared_review_unit_hash": "2fac27279614bd12a5a7e014b45ef080e88f4e797723dd26a873fd81ce8cdac3", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 25, + "serialized_chars": 35327, + "estimated_input_tokens": 8832, + "estimated_eval_tokens": 17920 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This cluster is mostly heterogeneous, but it does contain three accepted duplicate pairs: the cron `payload.model` override bug (59257/67598), the `plugins.allow` / synthetic command-id CLI gating bug (64732/65997), and the near-identical spam/promotional pair (66317/66319). The earlier summary undercounted the accepted pairs by omitting 66317/66319, so the correct cluster-level takeaway is three solid soft duplicates, not two.", + "confidence": 0.95, + "canonical_issue_reason": "issue:59257 is the best canonical issue because it is a detailed, concrete bug report with a clear duplicate counterpart (67598) and a well-defined affected code path.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:59257 is the strongest overall issue in this set: it is specific, technically grounded, and clearly duplicated by a later report. The other accepted pair 64732/65997 is also strong, but 59257 is more fully described.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:58385", + "right": "issue:68026", + "accept": false, + "reason": "Both mention web_fetch/validation, but 58385 is a specific schema error while 68026 is a broader infinite-loop-on-validation report." + }, + { + "left": "issue:59257", + "right": "issue:67598", + "accept": true, + "reason": "Same bug: isolated cron sessions ignore the requested model override and run on the primary/wrong model instead." + }, + { + "left": "issue:61455", + "right": "issue:66391", + "accept": false, + "reason": "Both involve timeouts, but one is a general tool-calling timeout report and the other is a local Ollama TUI session-ID failure." + }, + { + "left": "issue:62958", + "right": "issue:68344", + "accept": false, + "reason": "Both concern Ollama/local-model behavior, but one is a macOS hang in agent mode and the other bundles context-window and tool-support issues." + }, + { + "left": "issue:63570", + "right": "issue:64931", + "accept": false, + "reason": "Both are config-regeneration complaints, but they affect different artifacts: plugin config vs LaunchAgent environment variables." + }, + { + "left": "issue:64577", + "right": "issue:65437", + "accept": false, + "reason": "Both touch Slack/plugin authorization, but they describe different gates and failure modes." + }, + { + "left": "issue:64707", + "right": "issue:67416", + "accept": false, + "reason": "Different subsystems and symptoms: Feishu account auto-creation vs a Windows gateway restart crash." + }, + { + "left": "issue:64710", + "right": "issue:67938", + "accept": false, + "reason": "Both mention timeouts, but the code paths are unrelated: Ollama agent inference vs sequential account probing." + }, + { + "left": "issue:64732", + "right": "issue:65997", + "accept": true, + "reason": "Same underlying bug: `plugins.allow` / synthetic command-id handling breaks the CLI help/plugin gating path." + }, + { + "left": "issue:64801", + "right": "issue:66121", + "accept": false, + "reason": "Both involve `plugins.allow`, but one is Discord loading when excluded and the other is a false-positive doctor check." + }, + { + "left": "issue:64845", + "right": "issue:65653", + "accept": false, + "reason": "Same memory-dreaming area, but different defects: missing `idempotencyKey` validation vs orphaned-session cleanup." + }, + { + "left": "issue:65119", + "right": "issue:65314", + "accept": false, + "reason": "Both concern Ollama, but one is model detection disappearing and the other is an agent request timeout." + }, + { + "left": "issue:65314", + "right": "issue:66981", + "accept": false, + "reason": "Both involve timeouts, but one is Ollama agent inference and the other is a browser/gateway timeout." + }, + { + "left": "issue:65498", + "right": "issue:66533", + "accept": false, + "reason": "Both mention session/heartbeat behavior, but one is lost final reply after interrupts and the other is a WebChat selector labeling issue." + }, + { + "left": "issue:65524", + "right": "issue:65751", + "accept": false, + "reason": "Different areas entirely: deleted-agent session access vs Slack JSON manifest corruption." + }, + { + "left": "issue:65890", + "right": "issue:66746", + "accept": false, + "reason": "Both are memory/indexing regressions, but the specific failure modes differ: managed-collection fallback vs Windows FTS-only fallback." + }, + { + "left": "issue:66006", + "right": "issue:68239", + "accept": false, + "reason": "Both are WebChat issues, but auto-scroll and duplicate-message accumulation are different behaviors with different fixes." + }, + { + "left": "issue:66065", + "right": "issue:66635", + "accept": false, + "reason": "No meaningful overlap in code path: managed browser CDP reachability vs WhatsApp inline media handling." + }, + { + "left": "issue:66097", + "right": "issue:66763", + "accept": false, + "reason": "Close in theme, but one is a profile misreported as not running and the other is a macOS attach failure despite a valid debugger URL." + }, + { + "left": "issue:66288", + "right": "issue:68044", + "accept": false, + "reason": "Both concern pasted/uploaded images, but they are different integration paths: WebChat vs direct Anthropic API." + }, + { + "left": "issue:66317", + "right": "issue:66319", + "accept": true, + "reason": "Effectively identical spam/promotional issues with the same one-click deploy message and only minor wording differences." + }, + { + "left": "issue:66381", + "right": "issue:68239", + "accept": false, + "reason": "Both are WebChat message issues, but a transient disappear/reappear bug is not the same as duplicate accumulation." + }, + { + "left": "issue:66952", + "right": "issue:68766", + "accept": false, + "reason": "Both involve auth/session recovery, but they are different providers and different failure modes." + }, + { + "left": "issue:67235", + "right": "issue:68405", + "accept": false, + "reason": "Both involve isolated/probed auth resolution, but one uses the wrong auth store and the other fails Anthropic auth resolution in cron isolated runs." + }, + { + "left": "issue:68033", + "right": "issue:68522", + "accept": false, + "reason": "Both mention openai-codex, but one is Cloudflare/OAuth scope and the other is DNS lookup after successful auth." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "The summary is not fully grounded in the packet: it says there are only two solid duplicate pairs, but the analyst also marked issue:66317 and issue:66319 as an accepted duplicate pair. Because of that omission, the cluster-level conclusion is overstated. The accepted 59257/67598 and 64732/65997 pairs look conservative; the problem is the summary\u2019s count/completeness." + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 173, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:30768", + "issue:30917", + "issue:32473", + "issue:32622", + "issue:33256", + "issue:33468", + "issue:34298", + "issue:36056", + "issue:37322", + "issue:37546", + "issue:47563", + "issue:52286", + "issue:52292", + "issue:52945", + "issue:53135", + "issue:53291", + "issue:53405", + "issue:53587", + "issue:53590", + "issue:53591", + "issue:53735", + "issue:53785", + "issue:53813", + "issue:62446", + "issue:63704", + "issue:63862", + "issue:64055", + "issue:64202", + "issue:64250", + "issue:64341", + "issue:65182", + "issue:65304", + "issue:65674", + "issue:65721", + "issue:66317", + "issue:66323", + "issue:66324", + "issue:66325", + "issue:66423", + "issue:66642", + "issue:66643", + "issue:66858", + "issue:66859", + "issue:66860", + "issue:66861", + "issue:67482", + "issue:67585", + "issue:67742" + ], + "soft_pairs": [ + "issue:66317|issue:66323", + "issue:66642|issue:66643", + "issue:53291|issue:53405", + "issue:53291|issue:66325", + "issue:33256|issue:33468", + "issue:53813|issue:65304", + "issue:53587|issue:53590", + "issue:65674|issue:65721", + "issue:53405|issue:66317", + "issue:30768|issue:64341", + "issue:66859|issue:66860", + "issue:53405|issue:67585", + "issue:53591|issue:53735", + "issue:53291|issue:66323", + "issue:53291|issue:66324", + "issue:53135|issue:63862", + "issue:66859|issue:66861", + "issue:32622|issue:37322", + "issue:62446|issue:67482", + "issue:32473|issue:37546", + "issue:53785|issue:64055", + "issue:37546|issue:67742", + "issue:66858|issue:66859", + "issue:34298|issue:36056", + "issue:65182|issue:66423", + "issue:52286|issue:52292", + "issue:64250|issue:67742", + "issue:63704|issue:64202", + "issue:30917|issue:52945", + "issue:47563|issue:53785" + ], + "prepared_review_unit_hash": "af65a766aea98bcdf4b867394d4e723d27a8ffa1d7be602dde1ac64bac950f22", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 30, + "serialized_chars": 36727, + "estimated_input_tokens": 9182, + "estimated_eval_tokens": 18620 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Mostly a heterogeneous issue set with a few clear duplicates/near-duplicates (translation duplicates, the same GoogleChat startup failure, Kimi tool-call regression, and the config-modification self-destruct bug). Most other soft pairs are only broadly related by subsystem and should stay separate.", + "confidence": 0.86, + "canonical_issue_reason": "No single canonical issue cleanly represents the whole set because the items split into multiple unrelated bugs and spam-like requests rather than one duplicate cluster.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:67482 is the strongest standalone bug report in the set: detailed, reproducible, and actionable. It is not a representative for the whole cluster, but it is the best-quality issue overall.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:66317", + "right": "issue:66323", + "accept": false, + "reason": "Different spam/request text; same general theme of promotion, but not the same underlying issue." + }, + { + "left": "issue:66642", + "right": "issue:66643", + "accept": true, + "reason": "Same request in English/Chinese: alternatives to free credits." + }, + { + "left": "issue:53291", + "right": "issue:53405", + "accept": true, + "reason": "Same WeChat group item with only title formatting/language variation." + }, + { + "left": "issue:53291", + "right": "issue:66325", + "accept": false, + "reason": "WeChat group vs one-click deploy scheme; unrelated requests." + }, + { + "left": "issue:33256", + "right": "issue:33468", + "accept": true, + "reason": "Both report the same GoogleChat breakage / startup failure in the same release window." + }, + { + "left": "issue:53813", + "right": "issue:65304", + "accept": false, + "reason": "Both are tool-parameter failures, but one is a consecutive-call command loss and the other is a broad Windows regression across tools." + }, + { + "left": "issue:53587", + "right": "issue:53590", + "accept": false, + "reason": "Both concern invalid model IDs, but one is a bad OpenRouter ID error and the other is post-update invalidation warnings; different failure modes." + }, + { + "left": "issue:65674", + "right": "issue:65721", + "accept": true, + "reason": "Same core security bug: agents can modify critical config files / self-destruct through configuration changes." + }, + { + "left": "issue:53405", + "right": "issue:66317", + "accept": false, + "reason": "Same broad spam/social topic, but not the same concrete request." + }, + { + "left": "issue:30768", + "right": "issue:64341", + "accept": false, + "reason": "Enterprise WeChat duplicate messages vs an empty issue stub; no clear shared bug." + }, + { + "left": "issue:66859", + "right": "issue:66860", + "accept": false, + "reason": "Both are restart-recovery related, but they describe different concrete subproblems and would not merge into one PR." + }, + { + "left": "issue:53405", + "right": "issue:67585", + "accept": false, + "reason": "Different community-group promotion requests (WeChat vs WhatsApp), not duplicates." + }, + { + "left": "issue:53591", + "right": "issue:53735", + "accept": true, + "reason": "Same Kimi tool-call parameter regression / missing args compatibility problem." + }, + { + "left": "issue:53291", + "right": "issue:66323", + "accept": false, + "reason": "One is a WeChat group issue; the other is unrelated promotional spam." + }, + { + "left": "issue:53291", + "right": "issue:66324", + "accept": false, + "reason": "Same as above: unrelated promotional content, not the same issue." + }, + { + "left": "issue:53135", + "right": "issue:63862", + "accept": false, + "reason": "Control UI assets missing vs pnpm/WSL binary misdetection; different bugs." + }, + { + "left": "issue:66859", + "right": "issue:66861", + "accept": false, + "reason": "Both are restart/continuity related, but one is archive/handoff failure and the other is post-compaction resume quality; distinct code paths." + }, + { + "left": "issue:32622", + "right": "issue:37322", + "accept": false, + "reason": "Data inspection failure vs 404 on TUI/web; unrelated runtime errors." + }, + { + "left": "issue:62446", + "right": "issue:67482", + "accept": false, + "reason": "Both occur during install/init, but one is a missing module and the other is an init-wizard trim TypeError; different root causes." + }, + { + "left": "issue:32473", + "right": "issue:37546", + "accept": false, + "reason": "Secure-context/device-identity requirement vs message ordering conflict; unrelated bugs." + }, + { + "left": "issue:53785", + "right": "issue:64055", + "accept": false, + "reason": "Missing Linux binary in npm package vs arm64 restart port-in-use failure; different problems." + }, + { + "left": "issue:37546", + "right": "issue:67742", + "accept": false, + "reason": "Message ordering conflict vs model fallback/version complaint; unrelated." + }, + { + "left": "issue:66858", + "right": "issue:66859", + "accept": false, + "reason": "Related restart-recovery umbrella, but different concrete failure descriptions and fixes." + }, + { + "left": "issue:34298", + "right": "issue:36056", + "accept": false, + "reason": "Localhost 404 on root path vs origin-restriction rejection; different access-control issues." + }, + { + "left": "issue:65182", + "right": "issue:66423", + "accept": false, + "reason": "Both mention tags, but one is Control UI final-tag stripping and the other is tool_call text-only behavior." + }, + { + "left": "issue:52286", + "right": "issue:52292", + "accept": false, + "reason": "One is Telegram topic file routing, the other duplicate image sends; same messaging area but different bugs." + }, + { + "left": "issue:64250", + "right": "issue:67742", + "accept": false, + "reason": "Context-limit reset vs model fallback version; unrelated." + }, + { + "left": "issue:63704", + "right": "issue:64202", + "accept": false, + "reason": "Raw-mode SyntaxError in config page vs CSS clipping/overlap; different UI bugs." + }, + { + "left": "issue:30917", + "right": "issue:52945", + "accept": false, + "reason": "One is a concrete Telegram/model failure, the other is an empty issue stub." + }, + { + "left": "issue:47563", + "right": "issue:53785", + "accept": false, + "reason": "Different build/runtime packages and symptoms: sharp build error vs missing matrix crypto binary." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet: it reflects a heterogeneous set with a handful of clear duplicates/near-duplicates and many unrelated items. The accepted soft-edge verdicts are mostly conservative based on the titles/body signals available (exact/translation duplicates and closely matched regressions), and the rejected pairs avoid overclaiming on broad subsystem similarity." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 174, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:30025", + "issue:30922", + "issue:32812", + "issue:33166", + "issue:35227", + "issue:50983", + "issue:51120", + "issue:52039", + "issue:52282", + "issue:53537", + "issue:53870", + "issue:63026", + "issue:63701", + "issue:63834", + "issue:63862", + "issue:64046", + "issue:64186", + "issue:64202", + "issue:64250", + "issue:64348", + "issue:64945", + "issue:65102", + "issue:65107", + "issue:65189", + "issue:65321", + "issue:65582", + "issue:65844", + "issue:65860", + "issue:65861", + "issue:65863", + "issue:65870", + "issue:66298", + "issue:66299", + "issue:66325", + "issue:66534", + "issue:66535", + "issue:66624", + "issue:66642", + "issue:66752", + "issue:66979", + "issue:67048", + "issue:67525", + "issue:67742", + "issue:68447", + "issue:68461", + "issue:68602", + "issue:68788" + ], + "soft_pairs": [ + "issue:66298|issue:66299", + "issue:63834|issue:66752", + "issue:66624|issue:67525", + "issue:66534|issue:66535", + "issue:63026|issue:68447", + "issue:33166|issue:63862", + "issue:65582|issue:68788", + "issue:51120|issue:66979", + "issue:53870|issue:67742", + "issue:53537|issue:64202", + "issue:52282|issue:63862", + "issue:65861|issue:65870", + "issue:51120|issue:64046", + "issue:65102|issue:65107", + "issue:65860|issue:65863", + "issue:50983|issue:53870", + "issue:51120|issue:67048", + "issue:51120|issue:68602", + "issue:30025|issue:52039", + "issue:64348|issue:64945", + "issue:30922|issue:65189", + "issue:63701|issue:64250", + "issue:64186|issue:68461", + "issue:65860|issue:65870", + "issue:32812|issue:35227", + "issue:65321|issue:65844", + "issue:66325|issue:66642" + ], + "prepared_review_unit_hash": "3469613435431df4760bd88df09f9ba4f677cd6a16bdeed978319b5bb3fcb126", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 27, + "serialized_chars": 35399, + "estimated_input_tokens": 8850, + "estimated_eval_tokens": 17956 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Only one soft pair looks like the same underlying bug: the ACP Discord-thread command routing failure and its session-key fallback/root-cause report. The rest are different issues despite superficial similarity in subsystem or wording.", + "confidence": 0.86, + "canonical_issue_reason": "issue:66298 is the best umbrella report: it describes the user-visible failure (/acp commands being swallowed in a bound Discord thread) that duplicate reports can map to.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:66298 is the strongest canonical duplicate target because it captures the end-user symptom and broader impact, while 66299 reads like a narrower implementation detail.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:66298", + "right": "issue:66299", + "accept": true, + "reason": "Same ACP thread-command bug: 66298 reports /acp commands being swallowed, and 66299 describes the session-key resolution path that would cause that failure." + }, + { + "left": "issue:63834", + "right": "issue:66752", + "accept": false, + "reason": "Both touch packaging/audit, but one is a false probe_failed warning from a bad bundled hash and the other is an ARM64 ERR_MODULE_NOT_FOUND during global install." + }, + { + "left": "issue:66624", + "right": "issue:67525", + "accept": false, + "reason": "Different crash paths: onboarding/channel selection trim() error vs doctor crash in callback dedupe cleanup." + }, + { + "left": "issue:66534", + "right": "issue:66535", + "accept": false, + "reason": "One is missing lifecycle:end payload fields on pi-embedded; the other is canceling /compact in progress. Related area, different bug." + }, + { + "left": "issue:63026", + "right": "issue:68447", + "accept": false, + "reason": "Both involve routing, but one misroutes file upload to heartbeat and the other chooses the wrong provider for a model ID prefix." + }, + { + "left": "issue:33166", + "right": "issue:63862", + "accept": false, + "reason": "Both mention pnpm errors, but one is a generic post-install failure and the other is a specific WSL npm_execpath/ELF execution issue." + }, + { + "left": "issue:65582", + "right": "issue:68788", + "accept": false, + "reason": "Different platform/command failures: macOS mkdir '/home/node' versus Windows claude shim allowlist ENOENT." + }, + { + "left": "issue:51120", + "right": "issue:66979", + "accept": false, + "reason": "A feature request for lazy-loading skills is unrelated to a sandbox limit request." + }, + { + "left": "issue:53870", + "right": "issue:67742", + "accept": false, + "reason": "Package release VirusTotal scanning is unrelated to the Opus model fallback/version issue." + }, + { + "left": "issue:53537", + "right": "issue:64202", + "accept": false, + "reason": "Model-switch infinite loop and CSS clipping/overlap are unrelated bugs." + }, + { + "left": "issue:52282", + "right": "issue:63862", + "accept": false, + "reason": "Both are Windows/PNPM-related, but one is a quoted Program Files build command failure and the other is WSL pnpm binary misdetection." + }, + { + "left": "issue:65861", + "right": "issue:65870", + "accept": false, + "reason": "Different path-reference bugs: nonexistent directory in labeler.yml versus stale docs URL in code." + }, + { + "left": "issue:51120", + "right": "issue:64046", + "accept": false, + "reason": "Lazy-load skills feature and sensitive-data de-identification feature are unrelated requests." + }, + { + "left": "issue:65102", + "right": "issue:65107", + "accept": false, + "reason": "Different security-policy bugs: inline Python execution blocked versus browser SSRF hostname navigation blocked." + }, + { + "left": "issue:65860", + "right": "issue:65863", + "accept": false, + "reason": "One is a bad error-message anchor, the other is a missing provider entry in docs." + }, + { + "left": "issue:50983", + "right": "issue:53870", + "accept": false, + "reason": "License-compliance/security-scan issues are different problems." + }, + { + "left": "issue:51120", + "right": "issue:67048", + "accept": false, + "reason": "Lazy-load skills is unrelated to @mention filtering for robot replies." + }, + { + "left": "issue:51120", + "right": "issue:68602", + "accept": false, + "reason": "Lazy-load skills is unrelated to collapsing inbound message metadata in webchat." + }, + { + "left": "issue:30025", + "right": "issue:52039", + "accept": false, + "reason": "Embedded-agent connection error and chat-box exclamation spam are not the same bug." + }, + { + "left": "issue:64348", + "right": "issue:64945", + "accept": false, + "reason": "Both are packaging/regression reports, but one is missing qa/scenarios files and the other is CLI startup/completion breakage; too different without stronger evidence." + }, + { + "left": "issue:30922", + "right": "issue:65189", + "accept": false, + "reason": "Hardcoded Web UI version and UI-layer memory leak exposure are unrelated." + }, + { + "left": "issue:63701", + "right": "issue:64250", + "accept": false, + "reason": "Gateway cron stack overflow and conversation context-limit reset are different failure modes." + }, + { + "left": "issue:64186", + "right": "issue:68461", + "accept": false, + "reason": "Remote-vs-local Ollama routing and context-limit reset after install are unrelated." + }, + { + "left": "issue:32812", + "right": "issue:35227", + "accept": false, + "reason": "Dashboard save-button failure and model/message persistence issues are different user flows." + }, + { + "left": "issue:65321", + "right": "issue:65844", + "accept": false, + "reason": "Built-in TTS provider failure and Codex profile/auth collapse are unrelated." + }, + { + "left": "issue:66325", + "right": "issue:66642", + "accept": false, + "reason": "Deployment-plan spam and an unrelated 'Alternatives to free credits' issue share no concrete bug." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet and the soft-edge decisions are conservative. The only accepted pair, issue:66298 vs issue:66299, is plausibly the same ACP Discord-thread bug from symptom vs root-cause descriptions; the remaining rejects are well supported by the issue titles and stay on the cautious side." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 175, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:29506", + "issue:30025", + "issue:30768", + "issue:30917", + "issue:33053", + "issue:49264", + "issue:49347", + "issue:50253", + "issue:50983", + "issue:51120", + "issue:51656", + "issue:52510", + "issue:52836", + "issue:53547", + "issue:53689", + "issue:53735", + "issue:53785", + "issue:53925", + "issue:56982", + "issue:57072", + "issue:62089", + "issue:63079", + "issue:63219", + "issue:63602", + "issue:63736", + "issue:63862", + "issue:63863", + "issue:63877", + "issue:64251", + "issue:64351", + "issue:64374", + "issue:64636", + "issue:65244", + "issue:65510", + "issue:65665", + "issue:65740", + "issue:66227", + "issue:66406", + "issue:66409", + "issue:66718", + "issue:66979", + "issue:67237", + "issue:67408", + "issue:67705", + "issue:67774", + "issue:67786", + "issue:67798", + "issue:67817" + ], + "soft_pairs": [ + "issue:63736|issue:66227", + "issue:29506|issue:64374", + "issue:63602|issue:66406", + "issue:64636|issue:67817", + "issue:30025|issue:30768", + "issue:33053|issue:53925", + "issue:50253|issue:66979", + "issue:57072|issue:62089", + "issue:53785|issue:65740", + "issue:52836|issue:56982", + "issue:51656|issue:65665", + "issue:49264|issue:52510", + "issue:51120|issue:63219", + "issue:52836|issue:67237", + "issue:53547|issue:65244", + "issue:30917|issue:67774", + "issue:66718|issue:67705", + "issue:50983|issue:67408", + "issue:53689|issue:53735", + "issue:30025|issue:66409", + "issue:63877|issue:65510", + "issue:63079|issue:67786", + "issue:63863|issue:64351", + "issue:49347|issue:63862", + "issue:53547|issue:64636", + "issue:64251|issue:67798" + ], + "prepared_review_unit_hash": "337ad02b76d70bf188be4f514b4d4f4dec6523f121999ed371378bec4dee3c24", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 26, + "serialized_chars": 35028, + "estimated_input_tokens": 8757, + "estimated_eval_tokens": 17770 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This set is mostly a grab bag of unrelated issues across different subsystems. Only one soft pair looks like a plausible duplicate: the two Google Chat inbound/webhook auth failures. The rest are similar only at a high level (same product area, same symptom class, or same buzzwords) and should stay separate.", + "confidence": 0.82, + "canonical_issue_reason": "issue:67786 is the clearest, most specific report in the only plausible duplicate pair: it names the exact Google Chat 401/JWT audience-validation failure and gives a concrete auth symptom to anchor triage.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:67786 is the best standalone issue here because it is specific, reproducible, and describes the concrete failing code path more clearly than the other candidates.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:63736", + "right": "issue:66227", + "accept": false, + "reason": "Both mention hangs, but one is a generic hang report and the other is a CLI exit hang after listing output; not enough evidence of the same bug." + }, + { + "left": "issue:29506", + "right": "issue:64374", + "accept": false, + "reason": "Both are Slack missing_scope errors, but they describe different actions and paths (channel-name lookup vs message read)." + }, + { + "left": "issue:63602", + "right": "issue:66406", + "accept": false, + "reason": "MCP schema-loading failure and Feishu reaction API validation error are unrelated code paths." + }, + { + "left": "issue:64636", + "right": "issue:67817", + "accept": false, + "reason": "Proxy env handling and Discord service env configuration are different problems." + }, + { + "left": "issue:30025", + "right": "issue:30768", + "accept": false, + "reason": "Embedded agent connection error and Enterprise WeChat duplicate messages are clearly different bugs." + }, + { + "left": "issue:33053", + "right": "issue:53925", + "accept": false, + "reason": "QQ Bot cron announce behavior and /btw model-specific failure do not look like the same underlying defect." + }, + { + "left": "issue:50253", + "right": "issue:66979", + "accept": false, + "reason": "IPv6 bind support request and sandbox limit feature request are unrelated." + }, + { + "left": "issue:57072", + "right": "issue:62089", + "accept": false, + "reason": "Route-navigation state desync and raw tool-call rendering are different UI bugs." + }, + { + "left": "issue:53785", + "right": "issue:65740", + "accept": false, + "reason": "NPM package binary bundling and Chrome CDP websocket reachability are separate issues." + }, + { + "left": "issue:52836", + "right": "issue:56982", + "accept": false, + "reason": "Agent not doing tasks and doctor gateway/proxy-auth errors are not the same failure." + }, + { + "left": "issue:51656", + "right": "issue:65665", + "accept": false, + "reason": "Both involve vision/image features, but one is routing fallback and the other is stale image data." + }, + { + "left": "issue:49264", + "right": "issue:52510", + "accept": false, + "reason": "SecretRef crash in doctor and false-positive cleanup hint in doctor are distinct bugs." + }, + { + "left": "issue:51120", + "right": "issue:63219", + "accept": false, + "reason": "Lazy-load skills feature request and Mythos feature request are unrelated." + }, + { + "left": "issue:52836", + "right": "issue:67237", + "accept": false, + "reason": "A generic 'agent does nothing' report is too broad to merge with the specific agent-not-reporting issue." + }, + { + "left": "issue:53547", + "right": "issue:65244", + "accept": false, + "reason": "Workspace bootstrap-file loading and sqlite extension loading are different subsystems." + }, + { + "left": "issue:30917", + "right": "issue:67774", + "accept": false, + "reason": "Telegram model incompatibility and an empty-titled bug report are not the same underlying problem." + }, + { + "left": "issue:66718", + "right": "issue:67705", + "accept": false, + "reason": "Both are undefined-property crashes, but they occur in different functions and contexts." + }, + { + "left": "issue:50983", + "right": "issue:67408", + "accept": false, + "reason": "Security/license notice for code-parser and OpenRouter stream/parser bug are unrelated." + }, + { + "left": "issue:53689", + "right": "issue:53735", + "accept": false, + "reason": "Model-not-found for kimi-k2.5 and Kimi tool-call parameter loss are different bug classes." + }, + { + "left": "issue:30025", + "right": "issue:66409", + "accept": false, + "reason": "Embedded connection error and a Chinese report about chat lag/too many outputs do not match as the same bug." + }, + { + "left": "issue:63877", + "right": "issue:65510", + "accept": false, + "reason": "Local HTTP Firecrawl service failure and SecretRef API-key handling are distinct Firecrawl issues." + }, + { + "left": "issue:63079", + "right": "issue:67786", + "accept": true, + "reason": "Both point to Google Chat failing because of audience/JWT validation in the webhook/auth path; same concrete bug surface." + }, + { + "left": "issue:63863", + "right": "issue:64351", + "accept": false, + "reason": "Sidecar startup delay due to chat.history and sidecar not auto-starting are related only at a very broad startup level." + }, + { + "left": "issue:49347", + "right": "issue:63862", + "accept": false, + "reason": "Generic pnpm install failure and WSL npm_execpath misdetection causing ELF execution are different concrete failures." + }, + { + "left": "issue:53547", + "right": "issue:64636", + "accept": false, + "reason": "Bootstrap-file loading and ignored HTTP_PROXY environment variables are unrelated." + }, + { + "left": "issue:64251", + "right": "issue:67798", + "accept": false, + "reason": "CLI-backed follow-up failure and OAuth/VPS backend rejection are separate code paths and symptoms." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet and the conservative rejections are appropriate. The one accepted soft pair, issue:63079 vs issue:67786, is well supported by the shared Google Chat inbound/webhook JWT audience-validation failure described in both titles, and nothing else is overstated." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 176, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:28077", + "issue:30025", + "issue:30908", + "issue:31598", + "issue:31804", + "issue:32439", + "issue:32812", + "issue:33316", + "issue:33468", + "issue:34520", + "issue:35249", + "issue:51120", + "issue:52749", + "issue:52836", + "issue:53733", + "issue:53928", + "issue:61033", + "issue:62995", + "issue:63602", + "issue:63609", + "issue:63701", + "issue:64055", + "issue:64385", + "issue:64552", + "issue:64900", + "issue:65119", + "issue:65529", + "issue:65786", + "issue:65860", + "issue:65861", + "issue:66091", + "issue:66317", + "issue:66323", + "issue:66324", + "issue:66381", + "issue:66463", + "issue:66464", + "issue:66573", + "issue:66624", + "issue:66643", + "issue:67043", + "issue:67106", + "issue:67136", + "issue:67162", + "issue:67482", + "issue:67629", + "issue:67683", + "issue:68222" + ], + "soft_pairs": [ + "issue:30025|issue:34520", + "issue:53733|issue:66317", + "issue:66643|issue:67629", + "issue:31598|issue:31804", + "issue:66323|issue:67043", + "issue:66324|issue:67043", + "issue:28077|issue:32439", + "issue:52836|issue:68222", + "issue:64900|issue:65529", + "issue:66463|issue:66464", + "issue:61033|issue:67683", + "issue:64055|issue:65119", + "issue:32812|issue:35249", + "issue:33468|issue:63602", + "issue:52749|issue:67482", + "issue:53928|issue:62995", + "issue:63701|issue:66573", + "issue:65786|issue:66624", + "issue:63609|issue:64552", + "issue:30025|issue:33316", + "issue:65860|issue:65861", + "issue:66381|issue:67106", + "issue:30908|issue:67162", + "issue:51120|issue:66091", + "issue:64385|issue:67136" + ], + "prepared_review_unit_hash": "61d0ce476613636b77d1895fa5aa32fdf034013ea488cf72a8098a6fd6a5993e", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 25, + "serialized_chars": 35283, + "estimated_input_tokens": 8821, + "estimated_eval_tokens": 17898 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This cluster is mostly heterogeneous; the only clear duplicate pair is the dashboard model dropdown/provider-filter bug. All other soft pairs are related only at a broad subsystem level or are plainly different issues, so they should stay separate.", + "confidence": 0.94, + "canonical_issue_reason": "issue:66464 is the clearest representative of the one true duplicate pair: it precisely describes the dashboard model dropdown filtering by configured providers, and issue:66463 is the same bug in Chinese and already closed.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:66464 is the best issue to keep as the canonical record because it is specific, readable, and matches the only accepted duplicate pair.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:30025", + "right": "issue:34520", + "accept": false, + "reason": "Both are generic failure reports, but one is embedded-agent connection errors and the other is a save/configuration problem; different code paths." + }, + { + "left": "issue:53733", + "right": "issue:66317", + "accept": false, + "reason": "One is a mac Intel feature request and the other is unrelated promotional/spam-like content; not the same bug/change." + }, + { + "left": "issue:66643", + "right": "issue:67629", + "accept": false, + "reason": "One is about free quota alternatives, the other about showing cron running status; unrelated requests." + }, + { + "left": "issue:31598", + "right": "issue:31804", + "accept": false, + "reason": "Local VLLM empty output and gateway pairing-required connect failure are different failure modes and components." + }, + { + "left": "issue:66323", + "right": "issue:67043", + "accept": false, + "reason": "Unrelated promotional/spam-like issue versus a skill-dependency auto-detection feature request." + }, + { + "left": "issue:66324", + "right": "issue:67043", + "accept": false, + "reason": "Unrelated promotional/spam-like issue versus a skill-dependency auto-detection feature request." + }, + { + "left": "issue:28077", + "right": "issue:32439", + "accept": false, + "reason": "Both mention installation, but one is a generic install error and the other is mac-specific; not enough evidence of the same underlying bug." + }, + { + "left": "issue:52836", + "right": "issue:68222", + "accept": false, + "reason": "Both involve agent task execution, but one is general non-reporting and the other is Kimi Code session interruptions; different concrete problems." + }, + { + "left": "issue:64900", + "right": "issue:65529", + "accept": false, + "reason": "Remote CDP profile state tracking and Edge TTS provider registration are unrelated subsystems." + }, + { + "left": "issue:66463", + "right": "issue:66464", + "accept": true, + "reason": "Same dashboard model dropdown bug: both report filtering by configured providers, with one being the Chinese duplicate of the other." + }, + { + "left": "issue:61033", + "right": "issue:67683", + "accept": false, + "reason": "Both mention loops/infinite behavior, but WhatsApp self-message echo and Notion task-stop failure are different bugs." + }, + { + "left": "issue:64055", + "right": "issue:65119", + "accept": false, + "reason": "Gateway restart on arm64 port conflict and Ollama model detection loss are unrelated issues." + }, + { + "left": "issue:32812", + "right": "issue:35249", + "accept": false, + "reason": "Both are UI/configuration problems after install or upgrade, but one is saving tool settings and the other is enabling browser support; not the same bug." + }, + { + "left": "issue:33468", + "right": "issue:63602", + "accept": false, + "reason": "Different parser/runtime errors in different features (googlechat startup vs MCP inputSchema validation)." + }, + { + "left": "issue:52749", + "right": "issue:67482", + "accept": false, + "reason": "CLI gateway connection failure and init-wizard trim TypeError are different failure points." + }, + { + "left": "issue:53928", + "right": "issue:62995", + "accept": false, + "reason": "Both mention Bedrock credentials, but one is embedded-run credential loading and the other is aws-sdk instance-role API-key detection; not clearly the same code path." + }, + { + "left": "issue:63701", + "right": "issue:66573", + "accept": false, + "reason": "Plugin schema compilation recursion and chat.history limit enforcement are unrelated." + }, + { + "left": "issue:65786", + "right": "issue:66624", + "accept": false, + "reason": "Feishu config validation after upgrade and channel-selection trim error are different onboarding/config issues." + }, + { + "left": "issue:63609", + "right": "issue:64552", + "accept": false, + "reason": "Both are performance-related, but one is CLI hangs/SIGKILL and the other is per-API-call latency regression; not the same bug." + }, + { + "left": "issue:30025", + "right": "issue:33316", + "accept": false, + "reason": "Connection error in embedded agent runs and compaction failing are distinct failure modes." + }, + { + "left": "issue:65860", + "right": "issue:65861", + "accept": false, + "reason": "Both are invalid-reference bugs, but one is a nonexistent docs anchor and the other is a bad directory path in labeler config; different artifacts." + }, + { + "left": "issue:66381", + "right": "issue:67106", + "accept": false, + "reason": "Both describe disappearing text, but one is WebChat message flicker and the other is Safari control-UI pre-tool-call text loss; different contexts and triggers." + }, + { + "left": "issue:30908", + "right": "issue:67162", + "accept": false, + "reason": "Gateway restart config warnings and an empty issue title are unrelated." + }, + { + "left": "issue:51120", + "right": "issue:66091", + "accept": false, + "reason": "Feature request for lazy-loading skills and complaint about slower agent responses are not the same change or bug." + }, + { + "left": "issue:64385", + "right": "issue:67136", + "accept": false, + "reason": "Random config truncation and write-tool false success/file-not-created are different data-loss/write-path problems." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The output is grounded in the packet and stays conservative on the soft pairs. The 66463/66464 duplicate call is well supported by the matching dashboard-model/provider-filter titles, and the summary does not overclaim beyond that clear pair." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 177, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:26466", + "issue:28222", + "issue:29678", + "issue:30350", + "issue:30908", + "issue:31096", + "issue:33316", + "issue:33468", + "issue:47563", + "issue:50253", + "issue:51120", + "issue:51554", + "issue:51656", + "issue:51658", + "issue:51824", + "issue:52454", + "issue:53536", + "issue:53881", + "issue:53935", + "issue:57055", + "issue:57072", + "issue:57898", + "issue:59205", + "issue:61211", + "issue:63862", + "issue:63910", + "issue:64046", + "issue:64070", + "issue:64351", + "issue:64374", + "issue:64636", + "issue:65052", + "issue:65130", + "issue:65488", + "issue:65564", + "issue:65810", + "issue:65840", + "issue:66048", + "issue:66319", + "issue:66325", + "issue:66642", + "issue:67002", + "issue:67028", + "issue:67043", + "issue:67611", + "issue:67741", + "issue:68352", + "issue:68780" + ], + "soft_pairs": [ + "issue:30350|issue:51824", + "issue:52454|issue:57898", + "issue:59205|issue:65810", + "issue:51824|issue:65840", + "issue:26466|issue:29678", + "issue:50253|issue:51120", + "issue:28222|issue:33316", + "issue:63910|issue:65130", + "issue:65488|issue:65564", + "issue:47563|issue:64070", + "issue:68352|issue:68780", + "issue:57055|issue:57072", + "issue:33468|issue:64351", + "issue:64636|issue:66048", + "issue:31096|issue:64374", + "issue:61211|issue:63862", + "issue:50253|issue:67002", + "issue:51658|issue:64046", + "issue:53536|issue:67028", + "issue:66325|issue:67043", + "issue:51554|issue:53881", + "issue:67611|issue:67741", + "issue:66319|issue:66642", + "issue:51656|issue:65052", + "issue:30908|issue:53935" + ], + "prepared_review_unit_hash": "88eb71fa482f04626ba424f1c2585aa95bdf0b303b51ef1629d08770b8f124cf", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 25, + "serialized_chars": 34970, + "estimated_input_tokens": 8743, + "estimated_eval_tokens": 17742 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This cluster is mostly heterogeneous; the soft pairs share broad keywords but not the same underlying bug or change, so none should be merged as duplicates.", + "confidence": 0.94, + "canonical_issue_reason": "Issue 51824 is the clearest, most concrete bug report in the set, but the items in this cluster are not actually one coherent duplicate group.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 51824 is the strongest standalone issue: specific symptom, concrete scope, and enough detail to triage, even though it is not a duplicate of the others.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:30350", + "right": "issue:51824", + "accept": false, + "reason": "Different failures: UI title flicker after refresh vs provider mapping to qwen-portal; no shared underlying code path." + }, + { + "left": "issue:52454", + "right": "issue:57898", + "accept": false, + "reason": "One is a Telegram thread sync bug; the other is an unrelated generic complaint with no concrete matching symptom." + }, + { + "left": "issue:59205", + "right": "issue:65810", + "accept": false, + "reason": "Auth 401 after update and fallback-on-network-error behavior are distinct bugs, not the same failure." + }, + { + "left": "issue:51824", + "right": "issue:65840", + "accept": false, + "reason": "Provider mapping in the control UI is unrelated to image-tool 'Unknown model' lookup failures." + }, + { + "left": "issue:26466", + "right": "issue:29678", + "accept": false, + "reason": "Opposite symptoms around thinking blocks: leakage when disabled vs missing visibility when enabled." + }, + { + "left": "issue:50253", + "right": "issue:51120", + "accept": false, + "reason": "IPv6 bind support and lazy-loaded skills are unrelated feature requests." + }, + { + "left": "issue:28222", + "right": "issue:33316", + "accept": false, + "reason": "Built-in diagnostics plugin failure and compaction failure are different subsystems and errors." + }, + { + "left": "issue:63910", + "right": "issue:65130", + "accept": false, + "reason": "Both involve updates, but one is completions cleanup on install and the other is container package replacement; different root causes." + }, + { + "left": "issue:65488", + "right": "issue:65564", + "accept": false, + "reason": "Both mention Heartbeat, but one is context handling and the other is transcript/session file reuse; not the same bug." + }, + { + "left": "issue:47563", + "right": "issue:64070", + "accept": false, + "reason": "Different ARM64 dependency/build problems affecting different packages and recovery paths." + }, + { + "left": "issue:68352", + "right": "issue:68780", + "accept": false, + "reason": "Both are plugin allowlist warnings, but one is mismatched discovered IDs and the other is an empty-allowlist warning; related UX, not the same bug." + }, + { + "left": "issue:57055", + "right": "issue:57072", + "accept": false, + "reason": "SSRF policy/navigation blocking in sandbox browser is unrelated to chat UI state desync after navigation." + }, + { + "left": "issue:33468", + "right": "issue:64351", + "accept": false, + "reason": "googlechat startup crash and QMD sidecar auto-start are different components with no shared fix." + }, + { + "left": "issue:64636", + "right": "issue:66048", + "accept": false, + "reason": "Proxy env vars being ignored is unrelated to openclaw.json include flattening on gateway restart." + }, + { + "left": "issue:31096", + "right": "issue:64374", + "accept": false, + "reason": "Telegram send-message 403 and Slack-style read missing_scope are different permission failures on different actions." + }, + { + "left": "issue:61211", + "right": "issue:63862", + "accept": false, + "reason": "A build failure in whatsapp contract surfaces is unrelated to pnpm ELF execution/misdetection in WSL." + }, + { + "left": "issue:50253", + "right": "issue:67002", + "accept": false, + "reason": "IPv6 binding and per-channel workspace isolation are unrelated feature requests." + }, + { + "left": "issue:51658", + "right": "issue:64046", + "accept": false, + "reason": "Custom Brave Search base URL support and sensitive-data de-identification are unrelated features." + }, + { + "left": "issue:53536", + "right": "issue:67028", + "accept": false, + "reason": "Gateway API model switching and webchat message flicker/disappearance are different UI/backend bugs." + }, + { + "left": "issue:66325", + "right": "issue:67043", + "accept": false, + "reason": "One-click deployment marketing/feature request is unrelated to skill dependency auto-detection prompts." + }, + { + "left": "issue:51554", + "right": "issue:53881", + "accept": false, + "reason": "Wrong context-window display and log-stream viewport height are unrelated UI issues." + }, + { + "left": "issue:67611", + "right": "issue:67741", + "accept": false, + "reason": "Dreaming session cleanup and model fallback to Opus 4.7 are unrelated." + }, + { + "left": "issue:66319", + "right": "issue:66642", + "accept": false, + "reason": "One-click deploy promotional issue and free-credits alternatives are unrelated." + }, + { + "left": "issue:51656", + "right": "issue:65052", + "accept": false, + "reason": "Both involve vision/image tools, but one is bad fallback routing and the other is a stall with inbound images and dynamic tool exposure; different concrete bugs." + }, + { + "left": "issue:30908", + "right": "issue:53935", + "accept": false, + "reason": "Duplicate plugin-id config warning is unrelated to the empty or malformed bug report." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 178, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:31273", + "issue:35227", + "issue:35275", + "issue:35861", + "issue:36882", + "issue:50253", + "issue:50983", + "issue:51052", + "issue:51120", + "issue:51824", + "issue:52488", + "issue:53135", + "issue:53269", + "issue:53455", + "issue:53523", + "issue:53785", + "issue:53881", + "issue:53958", + "issue:54689", + "issue:62049", + "issue:63190", + "issue:63704", + "issue:63834", + "issue:64046", + "issue:64244", + "issue:64293", + "issue:64740", + "issue:64850", + "issue:64892", + "issue:64916", + "issue:65182", + "issue:65360", + "issue:65790", + "issue:65844", + "issue:66219", + "issue:66323", + "issue:66324", + "issue:66325", + "issue:66642", + "issue:66879", + "issue:67002", + "issue:67048", + "issue:67051", + "issue:67611", + "issue:68139", + "issue:68466", + "issue:68605" + ], + "soft_pairs": [ + "issue:64740|issue:66325", + "issue:65790|issue:66879", + "issue:64046|issue:67611", + "issue:62049|issue:63834", + "issue:53269|issue:64244", + "issue:65182|issue:65844", + "issue:50253|issue:67048", + "issue:51052|issue:53958", + "issue:35275|issue:53135", + "issue:63704|issue:68139", + "issue:36882|issue:53455", + "issue:53881|issue:65360", + "issue:51120|issue:67002", + "issue:51824|issue:64850", + "issue:64916|issue:67051", + "issue:54689|issue:68605", + "issue:31273|issue:35861", + "issue:64892|issue:68466", + "issue:66323|issue:66642", + "issue:66324|issue:66642", + "issue:64293|issue:66219", + "issue:35227|issue:63190", + "issue:50983|issue:52488", + "issue:53523|issue:53785" + ], + "prepared_review_unit_hash": "ea7bca2c663758254bb6044e0a5abacea8b653871f912c42c575c637231efd8c", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 24, + "serialized_chars": 34491, + "estimated_input_tokens": 8623, + "estimated_eval_tokens": 17502 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This cluster is mostly a set of unrelated issue reports spanning different features and subsystems; none of the soft pairs look like true duplicates or the same underlying change. No PRs are present.", + "confidence": 0.97, + "canonical_issue_reason": "Issue 51824 is the most concrete, well-scoped bug report in the set and has the strongest issue history/impact signal, so it is the best single anchor if one issue must represent the cluster.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 51824 is a clear, specific Control UI bug with a concrete faulty mapping and inbound references, making it the strongest representative issue overall.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:64740", + "right": "issue:66325", + "accept": false, + "reason": "Completely unrelated: security-layer bypass claim vs spammy one-click deployment marketing; no shared bug or code path." + }, + { + "left": "issue:65790", + "right": "issue:66879", + "accept": false, + "reason": "Both mention images, but one is Web UI attachment loss and the other is Mac App image handling; too little evidence of the same underlying defect." + }, + { + "left": "issue:64046", + "right": "issue:67611", + "accept": false, + "reason": "Sensitive-data redaction feature request and dreaming-session cleanup are unrelated features." + }, + { + "left": "issue:62049", + "right": "issue:63834", + "accept": false, + "reason": "Both are security-audit warnings, but about different causes: empty allow-list warning vs bad bundled file hash." + }, + { + "left": "issue:53269", + "right": "issue:64244", + "accept": false, + "reason": "Discord media guidance issue vs MiniMax image routing bug; different integrations and different failure modes." + }, + { + "left": "issue:65182", + "right": "issue:65844", + "accept": false, + "reason": "Output tag stripping in Control UI is unrelated to Codex profile/auth collapse." + }, + { + "left": "issue:50253", + "right": "issue:67048", + "accept": false, + "reason": "IPv6 LAN binding support and @mention filtering in group chat are different feature requests." + }, + { + "left": "issue:51052", + "right": "issue:53958", + "accept": false, + "reason": "Configurable Control UI title and showing config file path are separate UI enhancements." + }, + { + "left": "issue:35275", + "right": "issue:53135", + "accept": false, + "reason": "Feishu persistent-connection support and missing Control UI assets are unrelated product issues." + }, + { + "left": "issue:63704", + "right": "issue:68139", + "accept": false, + "reason": "Raw/form mode switching in config UI is unrelated to broken localized docs provider links." + }, + { + "left": "issue:36882", + "right": "issue:53455", + "accept": false, + "reason": "Heartbeat prompts visible to users and metadata leaking are different UI presentation bugs." + }, + { + "left": "issue:53881", + "right": "issue:65360", + "accept": false, + "reason": "Log viewer height layout and incorrect context-window display are unrelated Control UI problems." + }, + { + "left": "issue:51120", + "right": "issue:67002", + "accept": false, + "reason": "Lazy-loading skills and per-channel workspaces are different features with no shared failure mode." + }, + { + "left": "issue:51824", + "right": "issue:64850", + "accept": false, + "reason": "Model-provider mapping bug in Control UI does not match ACP runtime backend spawn failure." + }, + { + "left": "issue:64916", + "right": "issue:67051", + "accept": false, + "reason": "Image payload arriving as empty text and WebUI config validation on disabling a skill are unrelated." + }, + { + "left": "issue:54689", + "right": "issue:68605", + "accept": false, + "reason": "Telegram file sending broke after update, while this reports webchat image display/persistence loss; different channels and behavior." + }, + { + "left": "issue:31273", + "right": "issue:35861", + "accept": false, + "reason": "Both are ACP-related, but one is NO_SESSION on claude prompt and the other is sessions_spawn exit 5; not enough to treat as the same concrete bug." + }, + { + "left": "issue:64892", + "right": "issue:68466", + "accept": false, + "reason": "Self-update flow bypassing update.run is unrelated to dropped URL-containing messages after in-place upgrade." + }, + { + "left": "issue:66323", + "right": "issue:66642", + "accept": false, + "reason": "Spam/marketing issue unrelated to alternatives to free credits." + }, + { + "left": "issue:66324", + "right": "issue:66642", + "accept": false, + "reason": "Spam/marketing issue unrelated to alternatives to free credits." + }, + { + "left": "issue:64293", + "right": "issue:66219", + "accept": false, + "reason": "Heartbeat misconfiguration bug is unrelated to systemd token re-embedding during doctor repair." + }, + { + "left": "issue:35227", + "right": "issue:63190", + "accept": false, + "reason": "Large model unresponsive/messages not saved is unrelated to Telegram voice-note ASR pipeline loss." + }, + { + "left": "issue:50983", + "right": "issue:52488", + "accept": false, + "reason": "LGPL licensing concern for code-parser is unrelated to operator.read scope warnings." + }, + { + "left": "issue:53523", + "right": "issue:53785", + "accept": false, + "reason": "Matrix homeserver setting causing a core dump is unrelated to missing Linux crypto binary packaging." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 179, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:30025", + "issue:30768", + "issue:30908", + "issue:31038", + "issue:31293", + "issue:31412", + "issue:31804", + "issue:32892", + "issue:33730", + "issue:34331", + "issue:35277", + "issue:37198", + "issue:51120", + "issue:51205", + "issue:51780", + "issue:52945", + "issue:53556", + "issue:53705", + "issue:54076", + "issue:57272", + "issue:60859", + "issue:62574", + "issue:63144", + "issue:63450", + "issue:63602", + "issue:63937", + "issue:64351", + "issue:64618", + "issue:64900", + "issue:64933", + "issue:64978", + "issue:65319", + "issue:65698", + "issue:65948", + "issue:65976", + "issue:65997", + "issue:66390", + "issue:66401", + "issue:66533", + "issue:66573", + "issue:67048", + "issue:67537", + "issue:67611", + "issue:67852", + "issue:67957", + "issue:68352", + "issue:68394" + ], + "soft_pairs": [ + "issue:64933|issue:68352", + "issue:51120|issue:53556", + "issue:64900|issue:64978", + "issue:31412|issue:37198", + "issue:67537|issue:67611", + "issue:62574|issue:64618", + "issue:30025|issue:52945", + "issue:32892|issue:54076", + "issue:53705|issue:67957", + "issue:51780|issue:63602", + "issue:34331|issue:35277", + "issue:63450|issue:64351", + "issue:66390|issue:66401", + "issue:30908|issue:52945", + "issue:60859|issue:63144", + "issue:30768|issue:33730", + "issue:31804|issue:51205", + "issue:65948|issue:67852", + "issue:63602|issue:66573", + "issue:66533|issue:68394", + "issue:31038|issue:31293", + "issue:65319|issue:65997", + "issue:57272|issue:63937", + "issue:65698|issue:65976", + "issue:53556|issue:67048" + ], + "prepared_review_unit_hash": "b75cb6cf08085adac0630d2e6363d2fad26b6d8d848838fafb1bc199eb537f42", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 25, + "serialized_chars": 35135, + "estimated_input_tokens": 8784, + "estimated_eval_tokens": 17824 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "The set is mostly heterogeneous; only two soft pairs look like true duplicates: the TUI duplicate-message reports and the memory-wiki bridge/public-artifacts reports. Everything else appears to be separate bugs or features that only share broad subsystem wording.", + "confidence": 0.84, + "canonical_issue_reason": "Issue 65698 is the strongest canonical among the actual duplicates because it states the likely root cause (cached plugin registry not restoring publicArtifacts) more precisely than 65976, which mainly describes the broader symptom.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 65698 is the best global issue anchor: it is specific, diagnostic, and maps cleanly to the real duplicate subcluster. The rest of the items are too unrelated for a single cluster-wide canonical.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:64933", + "right": "issue:68352", + "accept": false, + "reason": "Same broad plugin-warning area, but the concrete bugs differ: one is a false \"plugins.allow is empty\" warning for auto-discovered extensions, the other is a mismatch warning when allowlist entries don't match discovered IDs." + }, + { + "left": "issue:51120", + "right": "issue:53556", + "accept": false, + "reason": "Feature request about lazy-loading skills vs a compatibility-improvement proposal for configuration; no shared bug or fix." + }, + { + "left": "issue:64900", + "right": "issue:64978", + "accept": false, + "reason": "Both involve remote Chrome/CDP detection, but one is a stale running-status bug and the other is a startup false-negative despite DevTools listening; not the same concrete failure." + }, + { + "left": "issue:31412", + "right": "issue:37198", + "accept": false, + "reason": "Unrelated cron-job UI behavior vs an infinite gateway restart loop triggered by a cron job message." + }, + { + "left": "issue:67537", + "right": "issue:67611", + "accept": false, + "reason": "GitHub login failure and automatic cleanup of Dreaming sessions are unrelated." + }, + { + "left": "issue:62574", + "right": "issue:64618", + "accept": false, + "reason": "Both are registration issues, but they concern different subsystems and failure modes (TTS provider registration vs cron job import/registration)." + }, + { + "left": "issue:30025", + "right": "issue:52945", + "accept": false, + "reason": "Only the left item has a clear bug description; the right item is effectively blank, so there is no evidence of a shared underlying issue." + }, + { + "left": "issue:32892", + "right": "issue:54076", + "accept": false, + "reason": "Different problems entirely: provider plugin discovery failure vs OAuth login redirect loop." + }, + { + "left": "issue:53705", + "right": "issue:67957", + "accept": false, + "reason": "Unrelated bugs: destructive delete behavior vs update-time plugin reinstalls/config overwrite." + }, + { + "left": "issue:51780", + "right": "issue:63602", + "accept": false, + "reason": "UI stuck indicator after subagent completion vs MCP inputSchema validation/load failure; different code paths." + }, + { + "left": "issue:34331", + "right": "issue:35277", + "accept": true, + "reason": "These describe the same terminal/TUI symptom of messages rendering twice, with one being a more specific websocket-reconnect variant and the other a broader duplicate-display report." + }, + { + "left": "issue:63450", + "right": "issue:64351", + "accept": false, + "reason": "Both mention sidecars, but one is a startup delay caused by a chat.history WS request and the other is a generic auto-start failure; not the same bug." + }, + { + "left": "issue:66390", + "right": "issue:66401", + "accept": false, + "reason": "Both are update-related crashes, but the first is specifically a macOS file-lock/npm-update issue while the second includes broader post-update service loss; insufficient evidence they are the same fix." + }, + { + "left": "issue:30908", + "right": "issue:52945", + "accept": false, + "reason": "Duplicate-plugin-id warning vs a blank issue title; no meaningful match." + }, + { + "left": "issue:60859", + "right": "issue:63144", + "accept": false, + "reason": "One is a proxy/fake-ip web_fetch failure, the other is a feature request to expose SSRF policy configuration; related area, different change." + }, + { + "left": "issue:30768", + "right": "issue:33730", + "accept": false, + "reason": "No clear shared bug: enterprise WeChat duplicate messages vs an unrelated vague report." + }, + { + "left": "issue:31804", + "right": "issue:51205", + "accept": false, + "reason": "Gateway pairing/connectivity error vs CLI/model-switching problems; different failures." + }, + { + "left": "issue:65948", + "right": "issue:67852", + "accept": false, + "reason": "Both are Discord message-tool issues, but one is an empty-message/file attachment problem and the other is schema validation for buttons; not the same bug." + }, + { + "left": "issue:63602", + "right": "issue:66573", + "accept": false, + "reason": "MCP server schema validation vs chat.history pagination limit; unrelated." + }, + { + "left": "issue:66533", + "right": "issue:68394", + "accept": false, + "reason": "Both are UI display issues, but session-label drift and disappearing image messages are different behaviors and likely different fixes." + }, + { + "left": "issue:31038", + "right": "issue:31293", + "accept": false, + "reason": "Both mention hooks not firing, but they refer to different hook names/stages (`message_sending` plugin hooks vs internal `message:sent` on agent replies); too different to merge confidently." + }, + { + "left": "issue:65319", + "right": "issue:65997", + "accept": false, + "reason": "Both touch plugins.allow guidance, but one is about /lossless command wording and the other about CLI gating for help/plugin commands; not the same concrete bug." + }, + { + "left": "issue:57272", + "right": "issue:63937", + "accept": false, + "reason": "Both involve SecretRef/config/plugin loading, but one is a status command re-reading unresolved config while the other is Slack plugin registration eagerly resolving secrets; related theme, different bug." + }, + { + "left": "issue:65698", + "right": "issue:65976", + "accept": true, + "reason": "Same underlying memory-wiki bridge/publicArtifacts problem: one report names the root cause in cached plugin-registry loads, and the other describes the broader symptom of zero exported artifacts and page removal." + }, + { + "left": "issue:53556", + "right": "issue:67048", + "accept": false, + "reason": "Configuration compatibility proposal vs a feature request to support @mention-filtered bot replies in group chat; unrelated." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet, and the two accepted soft pairs are reasonably supported by the issue titles/descriptions: the TUI duplicate-rendering reports and the memory-wiki/publicArtifacts reports. The other verdicts stay conservative and do not overclaim duplicate status." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 180, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:30025", + "issue:30768", + "issue:34353", + "issue:51593", + "issue:51656", + "issue:52945", + "issue:53386", + "issue:53709", + "issue:53955", + "issue:54076", + "issue:55272", + "issue:57033", + "issue:60859", + "issue:62699", + "issue:63366", + "issue:63569", + "issue:64009", + "issue:64111", + "issue:64528", + "issue:64740", + "issue:64743", + "issue:64835", + "issue:64894", + "issue:64945", + "issue:64959", + "issue:65050", + "issue:65516", + "issue:65613", + "issue:65863", + "issue:66573", + "issue:66740", + "issue:67088", + "issue:67285", + "issue:67286", + "issue:67288", + "issue:67629", + "issue:67683", + "issue:67775", + "issue:67837", + "issue:68076", + "issue:68192", + "issue:68216", + "issue:68222", + "issue:68299", + "issue:68314", + "issue:68326", + "issue:68707" + ], + "soft_pairs": [ + "issue:67285|issue:67286", + "issue:51656|issue:67288", + "issue:30025|issue:68076", + "issue:64743|issue:68216", + "issue:65516|issue:68314", + "issue:63569|issue:64945", + "issue:34353|issue:53386", + "issue:57033|issue:68707", + "issue:66573|issue:67775", + "issue:53955|issue:64835", + "issue:65863|issue:68326", + "issue:53386|issue:67683", + "issue:64740|issue:67629", + "issue:67088|issue:68076", + "issue:51593|issue:68222", + "issue:53709|issue:64894", + "issue:53709|issue:54076", + "issue:62699|issue:64959", + "issue:55272|issue:66740", + "issue:30768|issue:52945", + "issue:64528|issue:68299", + "issue:64111|issue:65050", + "issue:60859|issue:68192", + "issue:63366|issue:67837", + "issue:64009|issue:65613" + ], + "prepared_review_unit_hash": "7434b001bc0a3b1e479b8154ca6e6200faf82df3dd30c46ab9eb6accb2c9af58", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 25, + "serialized_chars": 35133, + "estimated_input_tokens": 8784, + "estimated_eval_tokens": 17824 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This cluster is not a true duplicate set: the items span many unrelated bugs across different integrations, providers, packaging regressions, and runtime behaviors. The soft-similarity pairs are mostly superficial keyword matches and should be rejected.", + "confidence": 0.96, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": null, + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:67285", + "right": "issue:67286", + "accept": false, + "reason": "Different failure modes: Telegram channel error injection vs isolated cron exec-blocked no-output behavior." + }, + { + "left": "issue:51656", + "right": "issue:67288", + "accept": false, + "reason": "Both involve tool routing/discovery, but one is image-tool fallback with no-vision models and the other is Bedrock Mantle discovery gating." + }, + { + "left": "issue:30025", + "right": "issue:68076", + "accept": false, + "reason": "Embedded agent connection error is unrelated to incomplete-turn/no-payload surfacing in run/session handling." + }, + { + "left": "issue:64743", + "right": "issue:68216", + "accept": false, + "reason": "Different model/provider problems: MoE model selection confusion vs Gemini CLI workspace write failures." + }, + { + "left": "issue:65516", + "right": "issue:68314", + "accept": false, + "reason": "Build packaging missing bundle script is unrelated to pnpm --no-optional broken-lockfile handling." + }, + { + "left": "issue:63569", + "right": "issue:64945", + "accept": false, + "reason": "Both are packaging regressions, but they affect different missing artifacts and startup paths." + }, + { + "left": "issue:34353", + "right": "issue:53386", + "accept": false, + "reason": "Discord requireMention bug is separate from WhatsApp fromMe echo filtering and infinite-loop behavior." + }, + { + "left": "issue:57033", + "right": "issue:68707", + "accept": false, + "reason": "Different provider API issues: Google native store field vs OpenAI completions usage-stream options." + }, + { + "left": "issue:66573", + "right": "issue:67775", + "accept": false, + "reason": "Chat history limit error is unrelated to MCP server reachability at LAN." + }, + { + "left": "issue:53955", + "right": "issue:64835", + "accept": false, + "reason": "Both memory-search failures, but one is an indexing regression and the other is vec0 shadow data population." + }, + { + "left": "issue:65863", + "right": "issue:68326", + "accept": false, + "reason": "Docs missing provider entry is not the same as sub-agents defaulting to the wrong provider." + }, + { + "left": "issue:53386", + "right": "issue:67683", + "accept": false, + "reason": "WhatsApp echo-loop bug and Notion page reformatting stop failure are different task-control issues." + }, + { + "left": "issue:64740", + "right": "issue:67629", + "accept": false, + "reason": "Security-layer bypass report is unrelated to a feature request for cron task identifiers/status." + }, + { + "left": "issue:67088", + "right": "issue:68076", + "accept": false, + "reason": "macOS GUI detection with SSH env vars is unrelated to incomplete turn payload surfacing." + }, + { + "left": "issue:51593", + "right": "issue:68222", + "accept": false, + "reason": "Duplicate tool-call-id errors in WhatsApp group chats are not the same as Kimi sessions_yield interruptions." + }, + { + "left": "issue:53709", + "right": "issue:64894", + "accept": false, + "reason": "OpenClaw invalid GH_TOKEN in subprocesses is unrelated to OpenAI Codex OAuth invalid_scope login failure." + }, + { + "left": "issue:53709", + "right": "issue:54076", + "accept": false, + "reason": "Invalid GH_TOKEN in exec subprocesses is unrelated to ClawdHub OAuth redirect/login loop after account deletion." + }, + { + "left": "issue:62699", + "right": "issue:64959", + "accept": false, + "reason": "Both session/state issues, but one is queue-owner recovery for ACP sessions and the other is persistent main-session zombie/relock contamination." + }, + { + "left": "issue:55272", + "right": "issue:66740", + "accept": false, + "reason": "Control UI showing fallback model is not the same as a provider advertising the wrong context window." + }, + { + "left": "issue:30768", + "right": "issue:52945", + "accept": false, + "reason": "Enterprise WeChat duplicate messages and an empty-title bug are clearly unrelated." + }, + { + "left": "issue:64528", + "right": "issue:68299", + "accept": false, + "reason": "Session-memory workspace isolation and Matrix LAN connectivity are different bugs in different subsystems." + }, + { + "left": "issue:64111", + "right": "issue:65050", + "accept": false, + "reason": "Both mention vision/images, but one is Ollama image-tool access and the other is Codex-native vision stalls with inbound images." + }, + { + "left": "issue:60859", + "right": "issue:68192", + "accept": false, + "reason": "Both are web_fetch network-blocking issues, but they target different IP ranges and proxy/fake-ip behaviors." + }, + { + "left": "issue:63366", + "right": "issue:67837", + "accept": false, + "reason": "WhatsApp pairing-code allowlist regression is unrelated to a trim() TypeError during phone setup." + }, + { + "left": "issue:64009", + "right": "issue:65613", + "accept": false, + "reason": "Slack socket-mode stale connection and Discord stale-socket restart are separate integrations with distinct reconnect logic." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 181, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:28077", + "issue:30768", + "issue:32189", + "issue:32812", + "issue:34249", + "issue:37571", + "issue:49071", + "issue:50253", + "issue:53010", + "issue:53466", + "issue:53556", + "issue:57033", + "issue:58479", + "issue:62541", + "issue:63736", + "issue:64046", + "issue:64174", + "issue:64464", + "issue:64509", + "issue:64602", + "issue:64636", + "issue:65102", + "issue:65304", + "issue:65582", + "issue:65861", + "issue:65974", + "issue:66046", + "issue:66091", + "issue:66487", + "issue:66496", + "issue:66952", + "issue:67107", + "issue:67585", + "issue:67607", + "issue:67611", + "issue:67619", + "issue:67834", + "issue:67985", + "issue:68163", + "issue:68254", + "issue:68264", + "issue:68268", + "issue:68285", + "issue:68530", + "issue:68634", + "issue:68642", + "issue:68788" + ], + "soft_pairs": [ + "issue:64636|issue:68264", + "issue:34249|issue:49071", + "issue:62541|issue:65102", + "issue:64509|issue:68285", + "issue:65304|issue:66046", + "issue:67607|issue:68268", + "issue:64174|issue:67834", + "issue:32812|issue:67619", + "issue:53556|issue:66091", + "issue:32189|issue:67985", + "issue:64464|issue:68788", + "issue:66487|issue:66496", + "issue:67585|issue:67611", + "issue:28077|issue:67107", + "issue:58479|issue:68163", + "issue:68254|issue:68634", + "issue:50253|issue:53010", + "issue:50253|issue:64046", + "issue:65582|issue:65861", + "issue:37571|issue:57033", + "issue:64602|issue:68530", + "issue:53466|issue:66952", + "issue:63736|issue:68642", + "issue:30768|issue:65974" + ], + "prepared_review_unit_hash": "d8135b3395e3a4d97fcb3b1a72c2ec10d5936ab38b80e6269f51c2cba9527551", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 24, + "serialized_chars": 34334, + "estimated_input_tokens": 8584, + "estimated_eval_tokens": 17424 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This cluster is a broad false-positive grouping: the items span unrelated bugs/features across different subsystems, and none of the soft-edge pairs look like the same underlying change or defect. All proposed duplicate links should be rejected.", + "confidence": 0.91, + "canonical_issue_reason": "No canonical issue: the cluster is heterogeneous, and the apparent similarity is mostly title-level noise rather than a shared root cause.", + "canonical_pr_reason": null, + "best_issue_reason": "No issue is a good global representative for duplication triage; the cluster does not center on one concrete bug or change.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:64636", + "right": "issue:68264", + "accept": false, + "reason": "Proxy-env handling vs browser rendering failure; different layers and symptoms." + }, + { + "left": "issue:34249", + "right": "issue:49071", + "accept": false, + "reason": "New-agent boot/config question vs duplicate workspaces on Feishu/new command; unrelated workflows." + }, + { + "left": "issue:62541", + "right": "issue:65102", + "accept": false, + "reason": "Dreaming-config agent creation failure vs exec.security inline Python blocking; different code paths." + }, + { + "left": "issue:64509", + "right": "issue:68285", + "accept": false, + "reason": "Claude usage quota issue vs CPU/tools/memory regression; not the same bug." + }, + { + "left": "issue:65304", + "right": "issue:66046", + "accept": false, + "reason": "Windows tool-call parameter failures vs Google Vertex 401 auth regression; unrelated causes." + }, + { + "left": "issue:67607", + "right": "issue:68268", + "accept": false, + "reason": "Slack threadId envelope feature vs Telegram topic-name feature; different product requests." + }, + { + "left": "issue:64174", + "right": "issue:67834", + "accept": false, + "reason": "Both involve openai-codex 403s, but one is an OAuth runtime HTML failure and the other is provider URL/model-resolution behavior; too different to merge." + }, + { + "left": "issue:32812", + "right": "issue:67619", + "accept": false, + "reason": "Dashboard save issue on fresh install vs lost chat-session context; unrelated bugs." + }, + { + "left": "issue:53556", + "right": "issue:66091", + "accept": false, + "reason": "Compatibility suggestion vs response-slowing complaint; not the same underlying defect." + }, + { + "left": "issue:32189", + "right": "issue:67985", + "accept": false, + "reason": "Discord wrong-model report vs a blank/unknown issue title; no matching bug evidence." + }, + { + "left": "issue:64464", + "right": "issue:68788", + "accept": false, + "reason": "DISPLAY/chrome startup failure vs Windows cmd shim allowlist ENOENT; different failure mechanisms." + }, + { + "left": "issue:66487", + "right": "issue:66496", + "accept": false, + "reason": "Same heartbeat area, but one drops completion payload and the other mislabels system events as user messages; related subsystem, different concrete bug." + }, + { + "left": "issue:67585", + "right": "issue:67611", + "accept": false, + "reason": "WhatsApp group feature request vs automatic dreaming-session cleanup; unrelated." + }, + { + "left": "issue:28077", + "right": "issue:67107", + "accept": false, + "reason": "Generic installation error vs blank-title issue; no basis to treat as duplicates." + }, + { + "left": "issue:58479", + "right": "issue:68163", + "accept": false, + "reason": "Approval-consumption bug vs silent OpenRouter agent after onboarding; different systems and symptoms." + }, + { + "left": "issue:68254", + "right": "issue:68634", + "accept": false, + "reason": "Both mention Telegram Native Approvals, but one is Docker loopback pairing failure and the other is scope-upgrade/pending-approval churn; not the same concrete bug." + }, + { + "left": "issue:50253", + "right": "issue:53010", + "accept": false, + "reason": "IPv6 LAN binding support vs WeChat image sending feature; unrelated." + }, + { + "left": "issue:50253", + "right": "issue:64046", + "accept": false, + "reason": "IPv6 LAN binding support vs sensitive-data de-identification feature; unrelated." + }, + { + "left": "issue:65582", + "right": "issue:65861", + "accept": false, + "reason": "macOS mkdir /home/node ENOENT vs labeler.yml pointing at a nonexistent directory; different filesystem/config problems." + }, + { + "left": "issue:37571", + "right": "issue:57033", + "accept": false, + "reason": "SSE/proxy parsing issue vs OpenAI-specific field sent to Gemini API; different provider integration bugs." + }, + { + "left": "issue:64602", + "right": "issue:68530", + "accept": false, + "reason": "Missing idempotencyKey error vs runaway dreaming sessions on heartbeat; same broad area, but not the same defect." + }, + { + "left": "issue:53466", + "right": "issue:66952", + "accept": false, + "reason": "Credential overwrite/re-auth bug vs refresh-token race plus status misreporting; related auth area but distinct root causes." + }, + { + "left": "issue:63736", + "right": "issue:68642", + "accept": false, + "reason": "Generic hang report vs all-CLI-commands hang; the titles are too weak to establish the same underlying bug." + }, + { + "left": "issue:30768", + "right": "issue:65974", + "accept": false, + "reason": "Enterprise WeChat duplicate messages vs blank issue title; no evidence of the same issue." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 182, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:30025", + "issue:30183", + "issue:30308", + "issue:31442", + "issue:32113", + "issue:32622", + "issue:33316", + "issue:34534", + "issue:35023", + "issue:36229", + "issue:37579", + "issue:50253", + "issue:50260", + "issue:52405", + "issue:52454", + "issue:52766", + "issue:53010", + "issue:53925", + "issue:53959", + "issue:54629", + "issue:62086", + "issue:62517", + "issue:62699", + "issue:62971", + "issue:63026", + "issue:63219", + "issue:63677", + "issue:64046", + "issue:64070", + "issue:64187", + "issue:64464", + "issue:64850", + "issue:65076", + "issue:65665", + "issue:65685", + "issue:65890", + "issue:65949", + "issue:66423", + "issue:66607", + "issue:67088", + "issue:67116", + "issue:67199", + "issue:67264", + "issue:67750", + "issue:67759", + "issue:68044", + "issue:68141" + ], + "soft_pairs": [ + "issue:32622|issue:65665", + "issue:32622|issue:54629", + "issue:53010|issue:64046", + "issue:67116|issue:68141", + "issue:35023|issue:36229", + "issue:52405|issue:65949", + "issue:30308|issue:33316", + "issue:32113|issue:53925", + "issue:64187|issue:65890", + "issue:64464|issue:64850", + "issue:53959|issue:66423", + "issue:62086|issue:63026", + "issue:30183|issue:52766", + "issue:52454|issue:67088", + "issue:31442|issue:34534", + "issue:65685|issue:67750", + "issue:37579|issue:62971", + "issue:50253|issue:63219", + "issue:62517|issue:67264", + "issue:66607|issue:67199", + "issue:62699|issue:64070", + "issue:30025|issue:50260", + "issue:67759|issue:68044", + "issue:63677|issue:65076" + ], + "prepared_review_unit_hash": "ca72d52baa8090217ee41bdc5c6c150cc33aa5d29d15e71ae416e68350c80b93", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 24, + "serialized_chars": 34592, + "estimated_input_tokens": 8648, + "estimated_eval_tokens": 17552 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "The item set is highly heterogeneous, with no clear cluster-wide duplicate theme. All soft pairs appear to be different bugs/features on different code paths, so none should be merged as duplicates. No pull requests are present.", + "confidence": 0.95, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": null, + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:32622", + "right": "issue:65665", + "accept": false, + "reason": "Different pipelines: content-moderation/data-inspection error vs stale vision image data." + }, + { + "left": "issue:32622", + "right": "issue:54629", + "accept": false, + "reason": "Moderation error and slash-command rendering are unrelated bugs." + }, + { + "left": "issue:53010", + "right": "issue:64046", + "accept": false, + "reason": "WeChat image sending feature request vs sensitive-data de-identification feature request." + }, + { + "left": "issue:67116", + "right": "issue:68141", + "accept": false, + "reason": "Logs timezone default and websocket file-access permissions are unrelated." + }, + { + "left": "issue:35023", + "right": "issue:36229", + "accept": false, + "reason": "Both mention thinking/compaction, but one is replay history stripping blocks and the other is signature corruption during compaction; different failure modes." + }, + { + "left": "issue:52405", + "right": "issue:65949", + "accept": false, + "reason": "Exec approval/cwd bug vs Discord browser-capability propagation bug; different subsystems." + }, + { + "left": "issue:30308", + "right": "issue:33316", + "accept": false, + "reason": "Feishu message formatting break and compaction failure are unrelated." + }, + { + "left": "issue:32113", + "right": "issue:53925", + "accept": false, + "reason": "npm package/CLI missing vs /btw model execution failure; not the same bug." + }, + { + "left": "issue:64187", + "right": "issue:65890", + "accept": false, + "reason": "SQLite reindex EBUSY on Windows memory search vs backend collection-name mismatch in live memory search." + }, + { + "left": "issue:64464", + "right": "issue:64850", + "accept": false, + "reason": "Browser launch DISPLAY env issue vs ACP runtime backend unavailable; different launch paths." + }, + { + "left": "issue:53959", + "right": "issue:66423", + "accept": false, + "reason": "Tool execution stops after update vs tool_call tags rendered as text; related area but not the same concrete code-path problem." + }, + { + "left": "issue:62086", + "right": "issue:63026", + "accept": false, + "reason": "CLI SIGTERM in exec wrapper vs control-panel file upload routing bug; unrelated." + }, + { + "left": "issue:30183", + "right": "issue:52766", + "accept": false, + "reason": "Systemd watchdog start loop vs local loopback websocket handshake timeout; different gateway startup failures." + }, + { + "left": "issue:52454", + "right": "issue:67088", + "accept": false, + "reason": "Telegram thread sync bug vs macOS GUI detection bug with SSH env vars; unrelated." + }, + { + "left": "issue:31442", + "right": "issue:34534", + "accept": false, + "reason": "Wrong installed version vs updater corrupting daemon are distinct problems." + }, + { + "left": "issue:65685", + "right": "issue:67750", + "accept": false, + "reason": "Typing indicator state bug vs compaction timeout/fallback bug; unrelated." + }, + { + "left": "issue:37579", + "right": "issue:62971", + "accept": false, + "reason": "Compaction safeguard message loss vs nonexistent-tool infinite loop; different code paths." + }, + { + "left": "issue:50253", + "right": "issue:63219", + "accept": false, + "reason": "IPv6 LAN binding feature request vs unrelated feature request." + }, + { + "left": "issue:62517", + "right": "issue:67264", + "accept": false, + "reason": "Both involve tilde paths, but one is edit-tool path handling and the other is browser executablePath expansion; different bugs." + }, + { + "left": "issue:66607", + "right": "issue:67199", + "accept": false, + "reason": "UI displays thinking default incorrectly vs HTTP API failing to pass resolved thinkingDefault to embedded runner; related config area but not the same bug." + }, + { + "left": "issue:62699", + "right": "issue:64070", + "accept": false, + "reason": "ACP session queue-owner failure vs missing bundled runtime dependency on ARM64; unrelated." + }, + { + "left": "issue:30025", + "right": "issue:50260", + "accept": false, + "reason": "Embedded run connection error vs Feishu duplicate message segments; unrelated." + }, + { + "left": "issue:67759", + "right": "issue:68044", + "accept": false, + "reason": "Different vision/image bugs in different providers: Qwen webchat image recognition vs Anthropic pasted-image handling." + }, + { + "left": "issue:63677", + "right": "issue:65076", + "accept": false, + "reason": "Voice notes bypass STT pipeline vs OpenAI audio transcription returning no transcript; same broad area but different failure points and provider behavior." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 183, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:28222", + "issue:29367", + "issue:30768", + "issue:32113", + "issue:32493", + "issue:32892", + "issue:33053", + "issue:37344", + "issue:44496", + "issue:50161", + "issue:50537", + "issue:50651", + "issue:51056", + "issue:51120", + "issue:51716", + "issue:52039", + "issue:52677", + "issue:53010", + "issue:53409", + "issue:53592", + "issue:53709", + "issue:53786", + "issue:53797", + "issue:63752", + "issue:64244", + "issue:64293", + "issue:64916", + "issue:65130", + "issue:65201", + "issue:65316", + "issue:65394", + "issue:65470", + "issue:65603", + "issue:65663", + "issue:66082", + "issue:66125", + "issue:66769", + "issue:66773", + "issue:66839", + "issue:66952", + "issue:67264", + "issue:67406", + "issue:67619", + "issue:67745", + "issue:68120", + "issue:68249", + "issue:68522", + "issue:68788" + ], + "soft_pairs": [ + "issue:29367|issue:65470", + "issue:67264|issue:68788", + "issue:51120|issue:53010", + "issue:33053|issue:64916", + "issue:64293|issue:66773", + "issue:53592|issue:53797", + "issue:64244|issue:67745", + "issue:32493|issue:66839", + "issue:63752|issue:66952", + "issue:50161|issue:50537", + "issue:28222|issue:52039", + "issue:65603|issue:65663", + "issue:32113|issue:65130", + "issue:32892|issue:53709", + "issue:37344|issue:51716", + "issue:52677|issue:68249", + "issue:65201|issue:66769", + "issue:66125|issue:68120", + "issue:53786|issue:67619", + "issue:28222|issue:30768", + "issue:51056|issue:65394", + "issue:44496|issue:67406", + "issue:50651|issue:53409", + "issue:66125|issue:68522", + "issue:65316|issue:66082" + ], + "prepared_review_unit_hash": "a3394051e8f8e58284570f6c40d12e512184a874acbb8d2281ebee8f0264b974", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 25, + "serialized_chars": 35462, + "estimated_input_tokens": 8866, + "estimated_eval_tokens": 17988 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "These items are mostly unrelated issues; the soft edges are topical similarities at best, not the same underlying bug or change. No single canonical issue or PR stands out.", + "confidence": 0.97, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": null, + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:29367", + "right": "issue:65470", + "accept": false, + "reason": "Different bugs in different config paths: subagent workspace inheritance vs nested command concurrency default." + }, + { + "left": "issue:67264", + "right": "issue:68788", + "accept": false, + "reason": "Both are shell/execution related, but one is browser executablePath expansion and the other is a Windows allowlist missing claude." + }, + { + "left": "issue:51120", + "right": "issue:53010", + "accept": false, + "reason": "Lazy-loading skills and WeChat image sending are unrelated feature requests, not the same bug." + }, + { + "left": "issue:33053", + "right": "issue:64916", + "accept": false, + "reason": "Both concern message delivery, but the platforms and failure modes differ completely (QQ bot system messages vs WebUI empty agent message)." + }, + { + "left": "issue:64293", + "right": "issue:66773", + "accept": false, + "reason": "Heartbeat scheduling running unexpectedly and token rotation leaking plaintext secrets are unrelated issues." + }, + { + "left": "issue:53592", + "right": "issue:53797", + "accept": false, + "reason": "Different provider failures: AWS SDK auth mode for Bedrock vs GitHub Copilot model support." + }, + { + "left": "issue:64244", + "right": "issue:67745", + "accept": false, + "reason": "Both mention tool flow, but one misroutes MiniMax image requests and the other fails to execute tool_calls from a custom provider." + }, + { + "left": "issue:32493", + "right": "issue:66839", + "accept": false, + "reason": "Slack manifest corruption and macOS node missing system.run.prepare are unrelated." + }, + { + "left": "issue:63752", + "right": "issue:66952", + "accept": false, + "reason": "Different auth bugs for different providers: Anthropic key lookup vs openai-codex OAuth refresh race." + }, + { + "left": "issue:50161", + "right": "issue:50537", + "accept": false, + "reason": "Both involve doctor and SecretRefs, but one is a false failure on exec SecretRefs and the other is a crash in --fix for an env-source SecretRef." + }, + { + "left": "issue:28222", + "right": "issue:52039", + "accept": false, + "reason": "Diagnostics-otel plugin failure and excessive exclamation marks in a dialog box are unrelated." + }, + { + "left": "issue:65603", + "right": "issue:65663", + "accept": false, + "reason": "Both are Azure LLM failures, but one is generic schema/tool payload rejection and the other is a specific Responses API replay/history bug." + }, + { + "left": "issue:32113", + "right": "issue:65130", + "accept": false, + "reason": "Packaging missing bin/openclaw.js and upgrade replacement failure in a container are different installer problems." + }, + { + "left": "issue:32892", + "right": "issue:53709", + "accept": false, + "reason": "Provider plugin discovery failure and invalid GH_TOKEN injection in subprocesses do not describe the same bug." + }, + { + "left": "issue:37344", + "right": "issue:51716", + "accept": false, + "reason": "Both mention fetch failures, but Discord proxy sending and Signal Node 24 SSE transport are distinct code paths and symptoms." + }, + { + "left": "issue:52677", + "right": "issue:68249", + "accept": false, + "reason": "Both affect web_search availability, but Gemini built-in tooling and Brave plugin loading are different mechanisms." + }, + { + "left": "issue:65201", + "right": "issue:66769", + "accept": false, + "reason": "False-positive secret warning in doctor is not the same as leaking secrets in a gateway response." + }, + { + "left": "issue:66125", + "right": "issue:68120", + "accept": false, + "reason": "Different provider pipelines: OpenAI-compatible fallback through proxy vs OpenRouter chat completions returning empty assistant messages." + }, + { + "left": "issue:53786", + "right": "issue:67619", + "accept": false, + "reason": "Real-time dashboard/bot desync and lost chat session context are different state-sync problems." + }, + { + "left": "issue:28222", + "right": "issue:30768", + "accept": false, + "reason": "Diagnostics plugin failure and duplicate enterprise WeChat messages are unrelated." + }, + { + "left": "issue:51056", + "right": "issue:65394", + "accept": false, + "reason": "OpenRouter auth header failure and audio transcription returning no transcript are unrelated provider issues." + }, + { + "left": "issue:44496", + "right": "issue:67406", + "accept": false, + "reason": "Both concern image-capable models, but LM Studio qwen3-vl recognition and Ollama cloud vision recognition are different compatibility issues." + }, + { + "left": "issue:50651", + "right": "issue:53409", + "accept": false, + "reason": "Duplicate model IDs in a dropdown and Telegram exec approval routing are unrelated UI/feature bugs." + }, + { + "left": "issue:66125", + "right": "issue:68522", + "accept": false, + "reason": "OpenAI-compatible fallback proxy behavior and openai-codex/gpt-5.4 DNS lookup failure are different failure modes." + }, + { + "left": "issue:65316", + "right": "issue:66082", + "accept": false, + "reason": "Sandboxed file-tool exposure and memory-wiki export counting are unrelated." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 184, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:20478", + "issue:28222", + "issue:30025", + "issue:30314", + "issue:30917", + "issue:31570", + "issue:31720", + "issue:32493", + "issue:33053", + "issue:33087", + "issue:33568", + "issue:33730", + "issue:33940", + "issue:34520", + "issue:34534", + "issue:35257", + "issue:36301", + "issue:36585", + "issue:37028", + "issue:37198", + "issue:37388", + "issue:37546", + "issue:50253", + "issue:50983", + "issue:51045", + "issue:51158", + "issue:51569", + "issue:51716", + "issue:53365", + "issue:53523", + "issue:53554", + "issue:53870", + "issue:54050", + "issue:57055", + "issue:63516", + "issue:63883", + "issue:64292", + "issue:64633", + "issue:66409", + "issue:66885", + "issue:67264", + "issue:67626", + "issue:67683", + "issue:68119", + "issue:68163", + "issue:68602", + "issue:68788" + ], + "soft_pairs": [ + "issue:30314|issue:63883", + "issue:30917|issue:68119", + "issue:50983|issue:67264", + "issue:33568|issue:64633", + "issue:37198|issue:67683", + "issue:20478|issue:37028", + "issue:35257|issue:36585", + "issue:51569|issue:54050", + "issue:53523|issue:53870", + "issue:64292|issue:68788", + "issue:63516|issue:66885", + "issue:28222|issue:34520", + "issue:28222|issue:66409", + "issue:28222|issue:67626", + "issue:30025|issue:33730", + "issue:31570|issue:34534", + "issue:31720|issue:53365", + "issue:32493|issue:37388", + "issue:33053|issue:33940", + "issue:33087|issue:53554", + "issue:36301|issue:57055", + "issue:37546|issue:68163", + "issue:50253|issue:68602", + "issue:51045|issue:53554", + "issue:51158|issue:51716" + ], + "prepared_review_unit_hash": "cdc9a44dbf8e831daf6a4acf510d90745fc17f4bc171c8aa8bf5e01fb2cef0f2", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 25, + "serialized_chars": 34469, + "estimated_input_tokens": 8618, + "estimated_eval_tokens": 17492 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "All soft edges look like false positives. The items share only generic bug wording; they span unrelated areas such as cron, Telegram/Signal/Matrix plugins, gateway crashes, UI requests, OAuth, and file/log handling.", + "confidence": 0.97, + "canonical_issue_reason": "No clear canonical issue: the candidate pairs span unrelated bugs across cron, messaging plugins, gateway crashes, UI requests, OAuth, and config handling, so there is no single issue that subsumes the cluster.", + "canonical_pr_reason": null, + "best_issue_reason": "No best issue candidate: none of these issues is a safe representative for the others, because they do not share the same underlying bug or code path.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:30314", + "right": "issue:63883", + "accept": false, + "reason": "Different problems: Feishu cron announce delivery vs a groupPolicy default-allowlist bug." + }, + { + "left": "issue:30917", + "right": "issue:68119", + "accept": false, + "reason": "Unrelated Telegram/model complaint vs a separate issue with no matching bug details." + }, + { + "left": "issue:50983", + "right": "issue:67264", + "accept": false, + "reason": "Security/licensing concern in code-parser vs browser executablePath tilde-expansion ENOENT." + }, + { + "left": "issue:33568", + "right": "issue:64633", + "accept": false, + "reason": "Telegram Topics logging bug vs gibberish-speech behavior; different subsystems and symptoms." + }, + { + "left": "issue:37198", + "right": "issue:67683", + "accept": false, + "reason": "Both involve tasks, but one is cron timing drift and the other is an unstopppable task causing reformatting." + }, + { + "left": "issue:20478", + "right": "issue:37028", + "accept": false, + "reason": "Both mention duplicate registration, but they target different plugins and different failure modes (warning vs gateway crash)." + }, + { + "left": "issue:35257", + "right": "issue:36585", + "accept": false, + "reason": "Both are gateway/TLS crashes, but the stack context and trigger differ (undici setSession/failover storm vs socket reconnection/null dereference)." + }, + { + "left": "issue:51569", + "right": "issue:54050", + "accept": false, + "reason": "OpenAI Codex OAuth proxy handling vs stale-credential refresh_token_reused on Windows are different auth bugs." + }, + { + "left": "issue:53523", + "right": "issue:53870", + "accept": false, + "reason": "Gateway core dump from matrix homeserver config vs a package security-scan/publishing status issue." + }, + { + "left": "issue:64292", + "right": "issue:68788", + "accept": false, + "reason": "Different spawn failures: sessions_spawn authorization vs missing claude in cmdCommands shim allowlist." + }, + { + "left": "issue:63516", + "right": "issue:66885", + "accept": false, + "reason": "Related Telegram polling wording, but one is intermittent polling/heartbeat failure and the other adds Windows subagent announce timeout with a different stated root cause." + }, + { + "left": "issue:28222", + "right": "issue:34520", + "accept": false, + "reason": "Built-in diagnostics-otel plugin failure vs proxy model/tool-switch save problem; different features." + }, + { + "left": "issue:28222", + "right": "issue:66409", + "accept": false, + "reason": "Diagnostics plugin issue vs a UI performance/verbosity complaint; no shared bug path." + }, + { + "left": "issue:28222", + "right": "issue:67626", + "accept": false, + "reason": "Plugin malfunction vs generic upgrade dissatisfaction; not the same underlying defect." + }, + { + "left": "issue:30025", + "right": "issue:33730", + "accept": false, + "reason": "Connection error in embedded agent run vs an unrelated, underspecified issue title." + }, + { + "left": "issue:31570", + "right": "issue:34534", + "accept": false, + "reason": "Command execution regression vs updater corrupting the daemon are distinct failures." + }, + { + "left": "issue:31720", + "right": "issue:53365", + "accept": false, + "reason": "Cloudflare-blocked API access vs missing function during openclaw-weixin login; unrelated." + }, + { + "left": "issue:32493", + "right": "issue:37388", + "accept": false, + "reason": "Slack manifest formatting bug vs log rotation/date-change bug." + }, + { + "left": "issue:33053", + "right": "issue:33940", + "accept": false, + "reason": "QQ Bot cron announce message filtering vs cron timing shift when run manually; different behavior." + }, + { + "left": "issue:33087", + "right": "issue:53554", + "accept": false, + "reason": "AI response-time display request vs message-box width auto-sizing request; both UI features, not duplicates." + }, + { + "left": "issue:36301", + "right": "issue:57055", + "accept": false, + "reason": "Version mismatch after global update vs sandbox SSRF-policy handling; different components." + }, + { + "left": "issue:37546", + "right": "issue:68163", + "accept": false, + "reason": "Message ordering conflict vs silent OpenRouter onboarding; different symptoms and code paths." + }, + { + "left": "issue:50253", + "right": "issue:68602", + "accept": false, + "reason": "IPv6 bind-lan feature gap vs webchat metadata collapse feature request." + }, + { + "left": "issue:51045", + "right": "issue:53554", + "accept": false, + "reason": "Image upload reception bug vs message-box width feature request; unrelated UI issues." + }, + { + "left": "issue:51158", + "right": "issue:51716", + "accept": false, + "reason": "Matrix inbound-message drop vs Signal SSE fetch TypeError on Node 24; both drop messages but appear to be different integrations and causes." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 185, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:30300", + "issue:31412", + "issue:32889", + "issue:33119", + "issue:33940", + "issue:35768", + "issue:36301", + "issue:52511", + "issue:52565", + "issue:53384", + "issue:53397", + "issue:53652", + "issue:53934", + "issue:55222", + "issue:57131", + "issue:57672", + "issue:59405", + "issue:61005", + "issue:62089", + "issue:62958", + "issue:62960", + "issue:63516", + "issue:63609", + "issue:63611", + "issue:63701", + "issue:63736", + "issue:64799", + "issue:64910", + "issue:65054", + "issue:65189", + "issue:65218", + "issue:65451", + "issue:65517", + "issue:65810", + "issue:66074", + "issue:66317", + "issue:66319", + "issue:66519", + "issue:66573", + "issue:66579", + "issue:67114", + "issue:67192", + "issue:67327", + "issue:67423", + "issue:67585", + "issue:67858", + "issue:67875", + "issue:68642" + ], + "soft_pairs": [ + "issue:52511|issue:66573", + "issue:52565|issue:67327", + "issue:62089|issue:66519", + "issue:63611|issue:67858", + "issue:64799|issue:67423", + "issue:64910|issue:68642", + "issue:65054|issue:67875", + "issue:65218|issue:66579", + "issue:66317|issue:67585", + "issue:66319|issue:67585", + "issue:62958|issue:67114", + "issue:53652|issue:65451", + "issue:55222|issue:57131", + "issue:63609|issue:63736", + "issue:32889|issue:33119", + "issue:31412|issue:33940", + "issue:57672|issue:67192", + "issue:53397|issue:63701", + "issue:63516|issue:65517", + "issue:31412|issue:65189", + "issue:30300|issue:62960", + "issue:53384|issue:59405", + "issue:35768|issue:36301", + "issue:61005|issue:65810", + "issue:53934|issue:66074" + ], + "prepared_review_unit_hash": "d0690e7082998a3f0d656770cc14679928fc47688a6cc83c0eaacc801dbb3157", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 25, + "serialized_chars": 35412, + "estimated_input_tokens": 8853, + "estimated_eval_tokens": 17962 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Nearly all candidate edges are superficial title matches across unrelated bugs. Only the macOS gateway stop/start pair looks like the same underlying launchd/launchctl issue; the rest should stay separate.", + "confidence": 0.95, + "canonical_issue_reason": "issue:57131 is the clearest root-cause report: it names the macOS launchctl misuse directly, which also explains the downstream start-fails-after-stop symptom in issue:55222.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:57131 is the best representative issue because it most explicitly identifies the fixable behavior (bootout vs stop on macOS) rather than only describing the consequence.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:52511", + "right": "issue:66573", + "accept": false, + "reason": "Different bugs: browser-control loss from gateway 1000 closure vs chat.history exceeding server max / no retry." + }, + { + "left": "issue:52565", + "right": "issue:67327", + "accept": false, + "reason": "Both mention UI behavior, but one is button/event-listener failure and the other is memory-wiki artifact counting; no shared underlying defect." + }, + { + "left": "issue:62089", + "right": "issue:66519", + "accept": false, + "reason": "Tool calls rendered as raw text is a rendering/serialization bug; duplicate delivery on subagent completion is a separate message-delivery issue." + }, + { + "left": "issue:63611", + "right": "issue:67858", + "accept": false, + "reason": "Both involve model selection/persistence, but one is Telegram /models reverting and the other is sticky fallback persistence after primary failure; not the same bug." + }, + { + "left": "issue:64799", + "right": "issue:67423", + "accept": false, + "reason": "Unrelated: unknown Volcengine model resolution on macOS vs auth router choosing the wrong apiKey for split provider entries." + }, + { + "left": "issue:64910", + "right": "issue:68642", + "accept": false, + "reason": "Both hang, but the reported paths differ: stuck reply-box/UI completion vs all CLI commands hanging." + }, + { + "left": "issue:65054", + "right": "issue:67875", + "accept": false, + "reason": "Different config bugs: one hardcodes MiniMax usage polling to CN endpoint, the other appends /v1 on restart." + }, + { + "left": "issue:65218", + "right": "issue:66579", + "accept": false, + "reason": "Heartbeat compaction-reserve handling and WhatsApp plugin-hook bypass are unrelated subsystems and failure modes." + }, + { + "left": "issue:66317", + "right": "issue:67585", + "accept": false, + "reason": "Not the same underlying bug; one is a deployment promo/feature request, the other is a WhatsApp group feature request." + }, + { + "left": "issue:66319", + "right": "issue:67585", + "accept": false, + "reason": "Same as above: unrelated request/feature text, no duplicate bug or change." + }, + { + "left": "issue:62958", + "right": "issue:67114", + "accept": false, + "reason": "Both are hangs, but one is an Ollama/macOS agent timeout and the other is Windows status/health hanging after restart; too different to merge." + }, + { + "left": "issue:53652", + "right": "issue:65451", + "accept": false, + "reason": "Both involve WhatsApp media attachments, but one is HTML documents failing to attach and the other is outbound images not attaching due to hasMedia false." + }, + { + "left": "issue:55222", + "right": "issue:57131", + "accept": true, + "reason": "Same macOS launchd bug: issue:57131 identifies launchctl bootout misuse, and issue:55222 reports the resulting start-fails-after-stop symptom." + }, + { + "left": "issue:63609", + "right": "issue:63736", + "accept": false, + "reason": "Generic hang reports with no shared concrete code path; one mentions SIGKILL termination, the other is too vague to tie together." + }, + { + "left": "issue:32889", + "right": "issue:33119", + "accept": false, + "reason": "Different image/file-reading problems: EISDIR during doc generation vs Control UI failing to display image attachments." + }, + { + "left": "issue:31412", + "right": "issue:33940", + "accept": false, + "reason": "Cron UI weirdness is unrelated to manual execution changing cron timing; same subsystem, different defects." + }, + { + "left": "issue:57672", + "right": "issue:67192", + "accept": false, + "reason": "Both involve Mistral/tooling, but one is tool-call ID validation via OpenRouter and the other is reasoning stream wrapping; not the same bug." + }, + { + "left": "issue:53397", + "right": "issue:63701", + "accept": false, + "reason": "Config-schema validation failure and plugin-schema compilation stack overflow are distinct failures, even though both mention schema." + }, + { + "left": "issue:63516", + "right": "issue:65517", + "accept": false, + "reason": "Telegram polling stalls vs active-memory sub-agent blocking the event loop are different root causes." + }, + { + "left": "issue:31412", + "right": "issue:65189", + "accept": false, + "reason": "Cron-job UI behavior is unrelated to the OpenViking memory leak/exposure report." + }, + { + "left": "issue:30300", + "right": "issue:62960", + "accept": false, + "reason": "Both concern images, but one is webchat upload stack overflow and the other is Slack private-file visibility after an SSRF redirect fix; not the same bug." + }, + { + "left": "issue:53384", + "right": "issue:59405", + "accept": false, + "reason": "Both touch streaming/output handling, but one drops text in assistant turns and the other drops exec/grep tool output in Telegram; not the same code-path issue." + }, + { + "left": "issue:35768", + "right": "issue:36301", + "accept": false, + "reason": "Related to version display/config, but one is Homebrew showing dev due to missing env var and the other is UI/service version mismatch after npm global update." + }, + { + "left": "issue:61005", + "right": "issue:65810", + "accept": false, + "reason": "Android onboarding button state and model fallback-on-connection-error are unrelated bugs." + }, + { + "left": "issue:53934", + "right": "issue:66074", + "accept": false, + "reason": "URL corruption in web UI and browser-tool SSRF-policy failure are different issues with no shared underlying defect." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The evaluation is grounded in the packet and stays conservative. The single accepted pair, issue:55222 and issue:57131, is well-supported by the titles/body: one reports the start-fails-after-stop symptom and the other identifies the macOS launchctl bootout vs stop mistake. The other soft-edge rejections are also conservative and do not overclaim shared root causes." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 186, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:30025", + "issue:30689", + "issue:30922", + "issue:31412", + "issue:31414", + "issue:31598", + "issue:50253", + "issue:50651", + "issue:51099", + "issue:52173", + "issue:53010", + "issue:53556", + "issue:53697", + "issue:55350", + "issue:56854", + "issue:58479", + "issue:64131", + "issue:64341", + "issue:64618", + "issue:64839", + "issue:64916", + "issue:64991", + "issue:65304", + "issue:65517", + "issue:65666", + "issue:65728", + "issue:65808", + "issue:65920", + "issue:65948", + "issue:66074", + "issue:66082", + "issue:66095", + "issue:66288", + "issue:66492", + "issue:66496", + "issue:66533", + "issue:66635", + "issue:66885", + "issue:67135", + "issue:67214", + "issue:67237", + "issue:67756", + "issue:67759", + "issue:68002", + "issue:68139", + "issue:68470", + "issue:68602", + "issue:68665" + ], + "soft_pairs": [ + "issue:31598|issue:68002", + "issue:30025|issue:64341", + "issue:53010|issue:68665", + "issue:58479|issue:66635", + "issue:65517|issue:66885", + "issue:66095|issue:67759", + "issue:53697|issue:65948", + "issue:67135|issue:68470", + "issue:66288|issue:66533", + "issue:55350|issue:56854", + "issue:30922|issue:64916", + "issue:30689|issue:31414", + "issue:53556|issue:68602", + "issue:65666|issue:65728", + "issue:66492|issue:66496", + "issue:64618|issue:66082", + "issue:50253|issue:65808", + "issue:64991|issue:67237", + "issue:52173|issue:67756", + "issue:51099|issue:65304", + "issue:31412|issue:67214", + "issue:64131|issue:68139", + "issue:64839|issue:66074", + "issue:50651|issue:65920" + ], + "prepared_review_unit_hash": "9a72f0691f5a1e0b554a66bb3e65a4b5aefda7c144d96d4504f31de1c7de3800", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 35466, + "estimated_input_tokens": 8867, + "estimated_eval_tokens": 17990 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "No strong duplicate cluster here: the soft pairs mostly share broad themes (versioning, image handling, Discord/Telegram, cron/UI) but point to different code paths or different products/features. I rejected all soft edges.", + "confidence": 0.31, + "canonical_issue_reason": "If a representative issue is needed, issue 55350 is the strongest standalone bug report: it is concrete, self-contained, and has the clearest operational signal among the set. That said, the items do not form one coherent duplicate cluster.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 55350 is the best issue to anchor on because it describes a precise failure mode with enough context to be actionable, unlike the more ambiguous or feature-like items.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:31598", + "right": "issue:68002", + "accept": false, + "reason": "Both are model-response failures, but one is VLLM empty output and the other is local Ollama/TUI reply behavior; different backends and likely different causes." + }, + { + "left": "issue:30025", + "right": "issue:64341", + "accept": false, + "reason": "The right issue has no meaningful title/content here, so there is not enough evidence to treat it as the same embedded connection-error bug." + }, + { + "left": "issue:53010", + "right": "issue:68665", + "accept": false, + "reason": "Different feature requests for different chat platforms (WeChat image sending vs Signal quote replies), not the same change." + }, + { + "left": "issue:58479", + "right": "issue:66635", + "accept": false, + "reason": "Approval-routing failure in Control UI versus WhatsApp inline media send failure; unrelated code paths and symptoms." + }, + { + "left": "issue:65517", + "right": "issue:66885", + "accept": false, + "reason": "Both mention Telegram polling/subagent stalls, but one is an embedded sub-agent event-loop blockage and the other is a Windows/undici HTTP/2 timeout issue; too different to merge." + }, + { + "left": "issue:66095", + "right": "issue:67759", + "accept": false, + "reason": "Both involve Qwen image handling, but one is attachment parsing dropping images and the other is a base-URL/provider routing failure in WebChat." + }, + { + "left": "issue:53697", + "right": "issue:65948", + "accept": false, + "reason": "Feishu schema validation and Discord empty-message-on-file-send are different platform-specific bugs." + }, + { + "left": "issue:67135", + "right": "issue:68470", + "accept": false, + "reason": "One is a Webchat context-meter/UI accounting bug; the other is MiniMax prompt-token double counting in compaction logic." + }, + { + "left": "issue:66288", + "right": "issue:66533", + "accept": false, + "reason": "Image-loss after agent reply versus session-selector labeling as heartbeat; these are separate WebChat issues." + }, + { + "left": "issue:55350", + "right": "issue:56854", + "accept": false, + "reason": "Both are Discord gateway crashes, but one is reconnect logic on close code 1006 and the other is a stale-socket restart exception; not the same concrete bug." + }, + { + "left": "issue:30922", + "right": "issue:64916", + "accept": false, + "reason": "Hardcoded version display and empty-image delivery are unrelated." + }, + { + "left": "issue:30689", + "right": "issue:31414", + "accept": false, + "reason": "Both involve version mismatch after updates, but one is a dashboard showing an old version and the other is systemd service version not being updated; too indirect." + }, + { + "left": "issue:53556", + "right": "issue:68602", + "accept": false, + "reason": "Feature requests about backward compatibility versus collapsing inbox metadata are not the same change." + }, + { + "left": "issue:65666", + "right": "issue:65728", + "accept": false, + "reason": "Unauthorized iframe/embed auth failure and generic unauthorized on gateway startup are different problems." + }, + { + "left": "issue:66492", + "right": "issue:66496", + "accept": false, + "reason": "Both are heartbeat-related, but one is a missing async-result context causing a confused relay reply and the other is role attribution making system events look like user messages." + }, + { + "left": "issue:64618", + "right": "issue:66082", + "accept": false, + "reason": "Cron registration/export-import bug versus memory-wiki artifact export count bug; unrelated subsystems." + }, + { + "left": "issue:50253", + "right": "issue:65808", + "accept": false, + "reason": "IPv6 bind support and separating Telegram reaction from requireMention are unrelated feature requests." + }, + { + "left": "issue:64991", + "right": "issue:67237", + "accept": false, + "reason": "Gemini OAuth communication failure and a vague general complaint are not enough to establish the same bug." + }, + { + "left": "issue:52173", + "right": "issue:67756", + "accept": false, + "reason": "Both mention provider prefixes, but one is a dashboard model-switcher concatenation bug and the other is cron routing ignoring ollama/; different paths and likely different fixes." + }, + { + "left": "issue:51099", + "right": "issue:65304", + "accept": false, + "reason": "Sandbox image missing python3 and Windows tool calls failing with missing parameters are unrelated." + }, + { + "left": "issue:31412", + "right": "issue:67214", + "accept": false, + "reason": "A strange Cron Jobs UI section and a post-update cron-job crash are not the same underlying bug." + }, + { + "left": "issue:64131", + "right": "issue:68139", + "accept": false, + "reason": "Dreaming page display issue versus broken localized docs links; unrelated." + }, + { + "left": "issue:64839", + "right": "issue:66074", + "accept": false, + "reason": "Qwen/Bailian image-tool handling and browser SSRF policy enforcement are different code paths." + }, + { + "left": "issue:50651", + "right": "issue:65920", + "accept": false, + "reason": "Model dropdown deduplication and config list-merging are different model-list behaviors, not the same bug." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 187, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:30152", + "issue:30818", + "issue:31273", + "issue:31486", + "issue:31487", + "issue:32682", + "issue:33102", + "issue:33568", + "issue:33856", + "issue:33883", + "issue:33943", + "issue:35254", + "issue:35389", + "issue:50253", + "issue:50976", + "issue:50999", + "issue:51083", + "issue:53537", + "issue:53648", + "issue:57072", + "issue:61211", + "issue:63422", + "issue:64740", + "issue:64775", + "issue:64799", + "issue:64910", + "issue:64971", + "issue:65363", + "issue:65516", + "issue:65701", + "issue:65863", + "issue:65917", + "issue:66319", + "issue:66323", + "issue:66607", + "issue:66769", + "issue:66988", + "issue:67092", + "issue:67525", + "issue:67537", + "issue:67564", + "issue:67585", + "issue:67797", + "issue:67798", + "issue:67972", + "issue:68004", + "issue:68028", + "issue:68062" + ], + "soft_pairs": [ + "issue:63422|issue:68004", + "issue:64740|issue:66319", + "issue:66323|issue:67585", + "issue:67092|issue:68062", + "issue:31487|issue:33102", + "issue:50253|issue:67537", + "issue:53648|issue:64910", + "issue:66607|issue:67797", + "issue:50999|issue:67564", + "issue:33568|issue:65863", + "issue:32682|issue:65516", + "issue:57072|issue:67525", + "issue:53537|issue:66988", + "issue:64799|issue:67972", + "issue:33856|issue:35254", + "issue:50976|issue:64775", + "issue:30152|issue:31486", + "issue:66769|issue:68028", + "issue:33883|issue:33943", + "issue:30818|issue:65917", + "issue:31273|issue:35389", + "issue:64971|issue:67798", + "issue:51083|issue:65701", + "issue:61211|issue:65363" + ], + "prepared_review_unit_hash": "7a0628e757249eb2e1d25514b18c7848fa48ea70d3273308a6583819613cf072", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 35153, + "estimated_input_tokens": 8789, + "estimated_eval_tokens": 17834 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Mostly unrelated issues; the only strong duplicate-like pair is the custom-provider/model catalog bug around allowlist filtering. No PRs were provided.", + "confidence": 0.9, + "canonical_issue_reason": "issue:30152 most directly describes the underlying bug in model selection/allowlisting: models are silently dropped when absent from the catalog even with an implicitly configured provider.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:30152 is the best canonical representative because it states the broader root cause; issue:31486 looks like a narrower downstream symptom in the image tool.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:63422", + "right": "issue:68004", + "accept": false, + "reason": "Both mention sub-agent/tool failures, but one is exec-tool breakage after an update and the other is an empty tools array for active-memory; different code paths and symptoms." + }, + { + "left": "issue:64740", + "right": "issue:66319", + "accept": false, + "reason": "Completely unrelated content; no shared bug or change." + }, + { + "left": "issue:66323", + "right": "issue:67585", + "accept": false, + "reason": "Both are spammy/non-technical feature requests, not the same underlying issue." + }, + { + "left": "issue:67092", + "right": "issue:68062", + "accept": false, + "reason": "Different problems: reasoning-tag leakage vs export rendering an empty conversation view." + }, + { + "left": "issue:31487", + "right": "issue:33102", + "accept": false, + "reason": "Timezone log formatting and TUI --deliver default config are unrelated features." + }, + { + "left": "issue:50253", + "right": "issue:67537", + "accept": false, + "reason": "IPv6 LAN binding support and GitHub login failure are unrelated." + }, + { + "left": "issue:53648", + "right": "issue:64910", + "accept": false, + "reason": "A UI search box default value bug and a stuck agent reply loop are unrelated." + }, + { + "left": "issue:66607", + "right": "issue:67797", + "accept": false, + "reason": "Both concern thinking/reasoning settings, but one is a UI display mismatch and the other is a provider cache flag bug; not the same concrete defect." + }, + { + "left": "issue:50999", + "right": "issue:67564", + "accept": false, + "reason": "Both involve Telegram polling failures, but they target different providers and failure modes (macOS restart loop vs weixin long-poll timeout/backoff)." + }, + { + "left": "issue:33568", + "right": "issue:65863", + "accept": false, + "reason": "Telegram topic memory logging and a missing docs provider entry are unrelated." + }, + { + "left": "issue:32682", + "right": "issue:65516", + "accept": false, + "reason": "One is a runtime 405 routing regression; the other is a packaging/build script missing file. Different bugs." + }, + { + "left": "issue:57072", + "right": "issue:67525", + "accept": false, + "reason": "Chat route-state desync and a plugin-handler state crash are separate issues." + }, + { + "left": "issue:53537", + "right": "issue:66988", + "accept": false, + "reason": "Gemini thinking loop on model switch and raw-mode config fallback are unrelated." + }, + { + "left": "issue:64799", + "right": "issue:67972", + "accept": false, + "reason": "Volcengine model resolution failure and npm install failure are unrelated." + }, + { + "left": "issue:33856", + "right": "issue:35254", + "accept": false, + "reason": "Both involve message routing, but one is a streaming disappearance/pinned-recipient conflict and the other is TUI messages misrouted to Discord DM." + }, + { + "left": "issue:50976", + "right": "issue:64775", + "accept": false, + "reason": "Slack multi-agent routing/streaming bug and Codex OAuth setup failure are unrelated." + }, + { + "left": "issue:30152", + "right": "issue:31486", + "accept": true, + "reason": "Both point to the same underlying model/provider catalog filtering problem: custom or implicitly configured provider models are excluded by allowlist/catalog handling, with 31486 appearing as a specific image-tool manifestation." + }, + { + "left": "issue:66769", + "right": "issue:68028", + "accept": false, + "reason": "Both involve secrets/API keys in plugin config, but one is secret leakage in gateway responses and the other is SecretRef validation/runtime mismatch; not the same bug." + }, + { + "left": "issue:33883", + "right": "issue:33943", + "accept": false, + "reason": "Different Feishu behaviors: duplicate streaming messages vs regular messages getting no response." + }, + { + "left": "issue:30818", + "right": "issue:65917", + "accept": false, + "reason": "The second item has no meaningful title/body here, so there is no reliable duplicate match." + }, + { + "left": "issue:31273", + "right": "issue:35389", + "accept": false, + "reason": "Both are ACP-related session failures, but one is a specific --session NO_SESSION bug and the other is a broader permissionMode/turn execution failure." + }, + { + "left": "issue:64971", + "right": "issue:67798", + "accept": false, + "reason": "Externally-backed session replies misrouted to webchat and Codex OAuth rejection are different layers and different failures." + }, + { + "left": "issue:51083", + "right": "issue:65701", + "accept": false, + "reason": "A CLI initialization ReferenceError and Telegram duplicate messages are unrelated." + }, + { + "left": "issue:61211", + "right": "issue:65363", + "accept": false, + "reason": "Build failure in contract surfaces and Gemini CLI model-template mapping failure are unrelated." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet and stays mostly conservative. The only accepted soft pair, issue:30152 with issue:31486, is plausibly the same allowlist/catalog/custom-provider class of bug, and the rejections avoid overclaiming on the other pairs. No PR pairs were present." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 188, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:19598", + "issue:27988", + "issue:28222", + "issue:30341", + "issue:30816", + "issue:31598", + "issue:34111", + "issue:34353", + "issue:36757", + "issue:37579", + "issue:49885", + "issue:50999", + "issue:51468", + "issue:52454", + "issue:53010", + "issue:53273", + "issue:53466", + "issue:53480", + "issue:53536", + "issue:53537", + "issue:53926", + "issue:54013", + "issue:62396", + "issue:62535", + "issue:62819", + "issue:63725", + "issue:64009", + "issue:64111", + "issue:64186", + "issue:64277", + "issue:64599", + "issue:64707", + "issue:64710", + "issue:64799", + "issue:64912", + "issue:65083", + "issue:65201", + "issue:65517", + "issue:65652", + "issue:65665", + "issue:65978", + "issue:65997", + "issue:66982", + "issue:67030", + "issue:67162", + "issue:67301", + "issue:67681", + "issue:67984" + ], + "soft_pairs": [ + "issue:66982|issue:67030", + "issue:64799|issue:67984", + "issue:49885|issue:53466", + "issue:53480|issue:64710", + "issue:31598|issue:64186", + "issue:64599|issue:65652", + "issue:62819|issue:67681", + "issue:62396|issue:62535", + "issue:64111|issue:65665", + "issue:30341|issue:53537", + "issue:19598|issue:63725", + "issue:27988|issue:30816", + "issue:34353|issue:64277", + "issue:64707|issue:67301", + "issue:34111|issue:52454", + "issue:36757|issue:53010", + "issue:51468|issue:53273", + "issue:37579|issue:53536", + "issue:54013|issue:65978", + "issue:65083|issue:65997", + "issue:53926|issue:65201", + "issue:64009|issue:64912", + "issue:28222|issue:67162", + "issue:50999|issue:65517" + ], + "prepared_review_unit_hash": "f9c0299ee6ca89d8cb501234a723d159a87d2352312f9f733297af9c4ff4a5c6", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 34911, + "estimated_input_tokens": 8728, + "estimated_eval_tokens": 17712 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "The set is heterogeneous: the soft pairs mostly share only broad subsystem vocabulary (Slack, Telegram, model selection, config, plugins) but not the same underlying bug or change. No duplicate pairs were accepted.", + "confidence": 0.84, + "canonical_issue_reason": "No single canonical issue: these items span unrelated bugs and features across different subsystems, so they do not form one duplicate cluster.", + "canonical_pr_reason": "No pull requests are present in this set.", + "best_issue_reason": "issue:64277 is the clearest standalone bug report: it has a specific Slack requireMention regression, a concrete trigger, and a well-defined expected-vs-actual behavior.", + "best_pr_reason": "No pull requests are present in this set.", + "soft_edge_verdicts": [ + { + "left": "issue:66982", + "right": "issue:67030", + "accept": false, + "reason": "Both mention isolated-session/relay behavior, but one is about orphan sessions and missing result context while the other is about failed exec notifications and persona/language leakage; different bug paths." + }, + { + "left": "issue:64799", + "right": "issue:67984", + "accept": false, + "reason": "Unrelated failures: one is a model-resolution bug for Volcengine coding plan models, the other is an npm install/update failure." + }, + { + "left": "issue:49885", + "right": "issue:53466", + "accept": false, + "reason": "Different credential systems and symptoms: Google Vertex ADC lookup vs external Codex credential overwrite after re-auth." + }, + { + "left": "issue:53480", + "right": "issue:64710", + "accept": false, + "reason": "Both involve model/runtime behavior, but one is a Discord /reset thinkingLevel regression and the other is an Ollama timeout; not the same code path." + }, + { + "left": "issue:31598", + "right": "issue:64186", + "accept": false, + "reason": "Both concern local model access, but one is an empty VLLM response while the other is choosing a local Ollama CLI instead of a remote API endpoint." + }, + { + "left": "issue:64599", + "right": "issue:65652", + "accept": false, + "reason": "Both are sleep-phase related, but one reports all candidates at confidence 0.00 and the other reports dreaming firing on every heartbeat; different defects." + }, + { + "left": "issue:62819", + "right": "issue:67681", + "accept": false, + "reason": "Both touch cron/session delivery, but one cannot send messages in an isolated QQ session while the other duplicates replies despite --no-deliver." + }, + { + "left": "issue:62396", + "right": "issue:62535", + "accept": false, + "reason": "Both are validation bugs, but one is memory-core schema validation always failing and the other is dreaming config rejecting timezone; separate validators." + }, + { + "left": "issue:64111", + "right": "issue:65665", + "accept": false, + "reason": "Both involve vision/image handling, but one is missing access to the image tool for Ollama vision models and the other is stale image data despite unique paths." + }, + { + "left": "issue:30341", + "right": "issue:53537", + "accept": false, + "reason": "Both mention Gemini, but one is a false rate-limit error on fallback and the other is an infinite thinking-content loop on model switch." + }, + { + "left": "issue:19598", + "right": "issue:63725", + "accept": false, + "reason": "Feature requests in unrelated integrations: Slack thread support vs Web chat file upload." + }, + { + "left": "issue:27988", + "right": "issue:30816", + "accept": false, + "reason": "A cache-retention model-definition bug is unrelated to Discord timeout/duplicate-delivery behavior." + }, + { + "left": "issue:34353", + "right": "issue:64277", + "accept": false, + "reason": "Both are mention-gating bugs on chat platforms, but they affect different platforms and different logic; not the same underlying fix." + }, + { + "left": "issue:64707", + "right": "issue:67301", + "accept": false, + "reason": "Both involve restart/restore state, but one is auto-created Feishu account/configuration and the other is session label reset after compaction or restart." + }, + { + "left": "issue:34111", + "right": "issue:52454", + "accept": false, + "reason": "Both are messaging-delivery bugs, but one is missing webhook POSTs in Nextcloud Talk and the other is Telegram direct-thread routing failure." + }, + { + "left": "issue:36757", + "right": "issue:53010", + "accept": false, + "reason": "Separate feature requests for different channels and capabilities: Telegram link-preview control vs WeChat image sending." + }, + { + "left": "issue:51468", + "right": "issue:53273", + "accept": false, + "reason": "Both involve acpx/install/update, but one is a runtime version mismatch and the other is a plugin sourcePath update bug after global install." + }, + { + "left": "issue:37579", + "right": "issue:53536", + "accept": false, + "reason": "Different mechanisms: compaction safeguard causing message loss vs model switching not going through Gateway API." + }, + { + "left": "issue:54013", + "right": "issue:65978", + "accept": false, + "reason": "Both concern direct delivery/transcription, but one is a Telegram outbound configuration error and the other is WhatsApp transcription being skipped on idle delivery." + }, + { + "left": "issue:65083", + "right": "issue:65997", + "accept": false, + "reason": "Both are CLI/plugin gating issues, but one is a misleading commands CLI error and the other is allowlist validation conflicting with help/plugin gating; not one bug." + }, + { + "left": "issue:53926", + "right": "issue:65201", + "accept": false, + "reason": "Both involve secrets/auth handling, but one is gateway install EnvironmentFile placement and the other is a doctor false-positive on auth token storage." + }, + { + "left": "issue:64009", + "right": "issue:64912", + "accept": false, + "reason": "Completely different areas: Slack socket-mode reconnect instability vs missing qa/scenarios in a package build." + }, + { + "left": "issue:28222", + "right": "issue:67162", + "accept": false, + "reason": "The second issue has no substantive title/body signal, so there is no evidence it is the same diagnostics-otel bug." + }, + { + "left": "issue:50999", + "right": "issue:65517", + "accept": false, + "reason": "Both affect Telegram polling, but one is a macOS stall/restart loop and the other is event-loop starvation from an embedded sub-agent; different root causes." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 189, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:30025", + "issue:30908", + "issue:33758", + "issue:34298", + "issue:35072", + "issue:35181", + "issue:50966", + "issue:51120", + "issue:51123", + "issue:53322", + "issue:53425", + "issue:53512", + "issue:53537", + "issue:53672", + "issue:53785", + "issue:53935", + "issue:57055", + "issue:61005", + "issue:62472", + "issue:62623", + "issue:63819", + "issue:64009", + "issue:64740", + "issue:65184", + "issue:65400", + "issue:65431", + "issue:65558", + "issue:65676", + "issue:65678", + "issue:65698", + "issue:65721", + "issue:65890", + "issue:66121", + "issue:66242", + "issue:66323", + "issue:66324", + "issue:66406", + "issue:66635", + "issue:66958", + "issue:67092", + "issue:67097", + "issue:67537", + "issue:67624", + "issue:67774", + "issue:68536", + "issue:68605", + "issue:68735" + ], + "soft_pairs": [ + "issue:53322|issue:65400", + "issue:51123|issue:65431", + "issue:64740|issue:66323", + "issue:64740|issue:66324", + "issue:57055|issue:65721", + "issue:65698|issue:66958", + "issue:30908|issue:67774", + "issue:33758|issue:68605", + "issue:66635|issue:68536", + "issue:65558|issue:67097", + "issue:65184|issue:65890", + "issue:35181|issue:53785", + "issue:61005|issue:66242", + "issue:62472|issue:67092", + "issue:51120|issue:67537", + "issue:34298|issue:53672", + "issue:67624|issue:68735", + "issue:62623|issue:63819", + "issue:53425|issue:66406", + "issue:53537|issue:65676", + "issue:65678|issue:66121", + "issue:50966|issue:53512", + "issue:35072|issue:64009", + "issue:30025|issue:53935" + ], + "prepared_review_unit_hash": "8ad2de63a8e028804e18336a90bb90b0db834475b1c9b21f3790733dee34ea47", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 24, + "serialized_chars": 34994, + "estimated_input_tokens": 8749, + "estimated_eval_tokens": 17754 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Mostly a noisy cluster with a few real duplicate pairs. The clearest duplicate themes are: Control UI on port 18789, model-switch/fallback looping, and false-positive plugin config warnings. Most other pairs only share a broad subsystem and should stay separate.", + "confidence": 0.69, + "canonical_issue_reason": "issue:65676 is the strongest representative of the clearest duplicate subcluster: it is specific, root-cause oriented, and covers the model-switch/fallback loop behavior better than the symptom-only sibling issue.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:65676 is the best overall issue in this cluster because it is the most concrete and diagnostic of the accepted duplicate group, with a clear failure mode and likely shared fix path.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:53322", + "right": "issue:65400", + "accept": false, + "reason": "Different bugs: browser tool execution ordering vs `openclaw browser --help` boot-time regression." + }, + { + "left": "issue:51123", + "right": "issue:65431", + "accept": false, + "reason": "Both involve images, but one is a MiniMax VLM 400 error and the other is a model capability/config mismatch." + }, + { + "left": "issue:64740", + "right": "issue:66323", + "accept": false, + "reason": "Unrelated: security-layer bypass claim vs spam/scam content." + }, + { + "left": "issue:64740", + "right": "issue:66324", + "accept": false, + "reason": "Unrelated: security-layer bypass claim vs spam/scam content." + }, + { + "left": "issue:57055", + "right": "issue:65721", + "accept": false, + "reason": "Different problems: sandbox SSRF policy handling vs agent self-destruction via config modification." + }, + { + "left": "issue:65698", + "right": "issue:66958", + "accept": false, + "reason": "Different code paths: cached plugin artifacts restoration vs Telegram command menu registration." + }, + { + "left": "issue:30908", + "right": "issue:67774", + "accept": false, + "reason": "`30908` is a duplicate-plugin-id warning; `67774` has no concrete bug detail to match against." + }, + { + "left": "issue:33758", + "right": "issue:68605", + "accept": false, + "reason": "Different UI/media bugs: MiniMax-CN streaming in TUI vs image persistence in webchat." + }, + { + "left": "issue:66635", + "right": "issue:68536", + "accept": false, + "reason": "Both touch WhatsApp media, but one is inline auto-reply send failure and the other is filename loss during reply-media staging." + }, + { + "left": "issue:65558", + "right": "issue:67097", + "accept": false, + "reason": "Related to model onboarding/manifest, but one is leaked MiniMax refs after OAuth and the other is bundled plugins bypassing lifecycle injection." + }, + { + "left": "issue:65184", + "right": "issue:65890", + "accept": false, + "reason": "Completely different: systemd install failure vs memory backend collection mismatch." + }, + { + "left": "issue:35181", + "right": "issue:53785", + "accept": false, + "reason": "Different packaging/runtime issues: missing prebuilt GPU binary vs missing npm crypto binary for Linux." + }, + { + "left": "issue:61005", + "right": "issue:66242", + "accept": false, + "reason": "Different symptoms and layers: Android onboarding button state vs browser tool SSRF blocking on Android/Termux." + }, + { + "left": "issue:62472", + "right": "issue:67092", + "accept": false, + "reason": "Different bugs: persisted context/window metadata vs malformed reasoning-tag leakage into assistant text." + }, + { + "left": "issue:51120", + "right": "issue:67537", + "accept": false, + "reason": "Feature request for lazy loading vs GitHub OAuth login failure." + }, + { + "left": "issue:34298", + "right": "issue:53672", + "accept": true, + "reason": "Both point to the Control UI on port 18789 not serving correctly; one reports direct Not Found and the other says the UI is not working on that port." + }, + { + "left": "issue:67624", + "right": "issue:68735", + "accept": false, + "reason": "Different failures: HTML payload returned from openai-codex/gpt-5.4 vs provider schema/tool rejection." + }, + { + "left": "issue:62623", + "right": "issue:63819", + "accept": false, + "reason": "Different areas: Slack DM attachment download regression vs stuck-running session status." + }, + { + "left": "issue:53425", + "right": "issue:66406", + "accept": false, + "reason": "Unrelated: OpenAI tools schema error after upgrade vs Feishu reactions API invalid reaction type." + }, + { + "left": "issue:53537", + "right": "issue:65676", + "accept": true, + "reason": "Same underlying model-switch loop: one describes Gemini thinking output looping on switch, the other describes fallback selection being overridden in a loop." + }, + { + "left": "issue:65678", + "right": "issue:66121", + "accept": true, + "reason": "Same false-positive plugin/config diagnostics: both say plugin allow/provenance checks are wrong even when configuration is present." + }, + { + "left": "issue:50966", + "right": "issue:53512", + "accept": false, + "reason": "Different bugs: UI model/provider switch routing vs context-saturation compaction/session state handling." + }, + { + "left": "issue:35072", + "right": "issue:64009", + "accept": false, + "reason": "Both are periodic restarts, but they affect different providers and mechanisms (idle health monitor vs socket-mode ping/pong staleness)." + }, + { + "left": "issue:30025", + "right": "issue:53935", + "accept": false, + "reason": "No concrete overlap: embedded connection error vs a blank/empty issue entry." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The clustering judgment is grounded in the packet and stays conservative overall. The three accepted pairs are plausibly duplicate-level matches from their titles/body context, and the rejected pairs mostly differ by subsystem or failure mode rather than only sharing broad vocabulary. The canonical/best-issue choice around issue:65676 is also well supported by the stronger, more diagnostic wording in that issue." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 190, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:24662", + "issue:31425", + "issue:31440", + "issue:31544", + "issue:34324", + "issue:34863", + "issue:34925", + "issue:35023", + "issue:35523", + "issue:36672", + "issue:36830", + "issue:51099", + "issue:52433", + "issue:53135", + "issue:53523", + "issue:53786", + "issue:59228", + "issue:62819", + "issue:62904", + "issue:63345", + "issue:63611", + "issue:63936", + "issue:64409", + "issue:64931", + "issue:65119", + "issue:65305", + "issue:65368", + "issue:65418", + "issue:65430", + "issue:65510", + "issue:65603", + "issue:65794", + "issue:65920", + "issue:65921", + "issue:65950", + "issue:65974", + "issue:66124", + "issue:66591", + "issue:66752", + "issue:66769", + "issue:67088", + "issue:67131", + "issue:67136", + "issue:67158", + "issue:67291", + "issue:67730", + "issue:68190" + ], + "soft_pairs": [ + "issue:34863|issue:35523", + "issue:63936|issue:64409", + "issue:65305|issue:66124", + "issue:65368|issue:66752", + "issue:67131|issue:67158", + "issue:36672|issue:65603", + "issue:34925|issue:62904", + "issue:51099|issue:52433", + "issue:64931|issue:65920", + "issue:31440|issue:53786", + "issue:34324|issue:63611", + "issue:59228|issue:65794", + "issue:31425|issue:62819", + "issue:35023|issue:65418", + "issue:36830|issue:66591", + "issue:65950|issue:67136", + "issue:65510|issue:66769", + "issue:31544|issue:65974", + "issue:65430|issue:67291", + "issue:53523|issue:63345", + "issue:24662|issue:68190", + "issue:52433|issue:65921", + "issue:65119|issue:67088", + "issue:53135|issue:67730" + ], + "prepared_review_unit_hash": "c6b975e18667a7505506d3420d10705037ac89731f8169d424a3470cc0dcea78", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 24, + "serialized_chars": 34622, + "estimated_input_tokens": 8656, + "estimated_eval_tokens": 17568 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "The set is mostly heterogeneous bug reports across unrelated areas. Only the dreaming/config-startup pair looks like a true duplicate; the rest are same-subsystem or same-symptom false positives and should remain separate.", + "confidence": 0.82, + "canonical_issue_reason": "issue:64409 is the better canonical because it states the likely root cause directly: dreaming config resolution returns enabled=false during startup, which plausibly explains the cron-recreation failure.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:64409 is the strongest representative of the only real duplicate pair and is the most root-cause-oriented wording.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:34863", + "right": "issue:35523", + "accept": false, + "reason": "Both involve assistant output timing/formatting, but one is ACP client interactive mode returning only end_turn and the other is TUI display lag; different code paths." + }, + { + "left": "issue:63936", + "right": "issue:64409", + "accept": true, + "reason": "Likely same dreaming bug: config resolution reports enabled=false during startup, which fits the missing cron recreation after gateway restart." + }, + { + "left": "issue:65305", + "right": "issue:66124", + "accept": false, + "reason": "One is schema validation rejecting historyLimit=0; the other is UI/runtime config-path mismatch for dreaming enabled. Related area, not same defect." + }, + { + "left": "issue:65368", + "right": "issue:66752", + "accept": false, + "reason": "Both are module-not-found packaging failures, but the missing files differ and one is update-related while the other is ARM64 global install-related." + }, + { + "left": "issue:67131", + "right": "issue:67158", + "accept": false, + "reason": "Both touch openai-codex/auth/model handling, but one is persisted baseUrl causing a failure after another fix and the other is OAuth rejecting certain model IDs." + }, + { + "left": "issue:36672", + "right": "issue:65603", + "accept": false, + "reason": "Both mention bad request payloads, but one is a generic invalid JSON payload on every request and the other is a provider-specific schema/tool rejection." + }, + { + "left": "issue:34925", + "right": "issue:62904", + "accept": false, + "reason": "Both are startup/package missing-file errors, but they affect different artifacts (discord-api-types chunk vs telegram src directory) and different failure modes." + }, + { + "left": "issue:51099", + "right": "issue:52433", + "accept": false, + "reason": "Sandbox image missing python3 and ACPX version pinning/revert are unrelated bugs in different subsystems." + }, + { + "left": "issue:64931", + "right": "issue:65920", + "accept": false, + "reason": "LaunchAgent plist regeneration stripping env vars and config merging overwriting models are distinct update/config persistence bugs." + }, + { + "left": "issue:31440", + "right": "issue:53786", + "accept": false, + "reason": "Both are cross-channel state issues, but one is session sharing between Telegram/Webchat and the other is dashboard vs Feishu status desync." + }, + { + "left": "issue:34324", + "right": "issue:63611", + "accept": false, + "reason": "Telegram/WebChat duplicate delivery and Telegram /models reverting to default are different channel-state problems." + }, + { + "left": "issue:59228", + "right": "issue:65794", + "accept": false, + "reason": "Both involve stripped/truncated arguments, but one is slash-command routing and the other is Web Chat tool-call block parsing." + }, + { + "left": "issue:31425", + "right": "issue:62819", + "accept": false, + "reason": "A persisted CLI flag and a QQ cron delivery failure are unrelated cron/session bugs." + }, + { + "left": "issue:35023", + "right": "issue:65418", + "accept": false, + "reason": "Both involve thinking blocks, but one strips them from replay history and the other mutates text causing signature validation errors; not the same concrete bug." + }, + { + "left": "issue:36830", + "right": "issue:66591", + "accept": false, + "reason": "TUI keyboard handling and a lossless-claw ContextEngine id mismatch are unrelated." + }, + { + "left": "issue:65950", + "right": "issue:67136", + "accept": false, + "reason": "Both are false-success style bugs, but one is cron status reporting and the other is file write confirmation; different code paths." + }, + { + "left": "issue:65510", + "right": "issue:66769", + "accept": false, + "reason": "SecretRef handling in Firecrawl and leaking secrets in gateway responses are opposite-direction security issues, not duplicates." + }, + { + "left": "issue:31544", + "right": "issue:65974", + "accept": false, + "reason": "No meaningful overlap; the second title is empty and provides no evidence of the same bug." + }, + { + "left": "issue:65430", + "right": "issue:67291", + "accept": false, + "reason": "BlueBubbles image ingestion failure and onboarding trim crash are unrelated channel/setup bugs." + }, + { + "left": "issue:53523", + "right": "issue:63345", + "accept": false, + "reason": "Both are Matrix plugin issues, but one is a core dump and the other is a missing-keys message; too different to merge." + }, + { + "left": "issue:24662", + "right": "issue:68190", + "accept": false, + "reason": "Webchat image paste not sent and chat messages dropped during tool execution are different interaction bugs." + }, + { + "left": "issue:52433", + "right": "issue:65921", + "accept": false, + "reason": "ACPX version reverting and launcher path resolution after update are related to the plugin lifecycle but not the same concrete failure." + }, + { + "left": "issue:65119", + "right": "issue:67088", + "accept": false, + "reason": "Ollama model detection and macOS GUI detection with SSH env vars are unrelated detection heuristics." + }, + { + "left": "issue:53135", + "right": "issue:67730", + "accept": false, + "reason": "Control UI asset build failure and dreaming/session cleanup leak are entirely separate issues." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet, and the one accepted soft edge (63936 \u2194 64409) is suitably hedged as a likely duplicate based on closely related dreaming/startup symptoms. The remaining pairs are conservatively rejected with reasons tied to distinct titles/code paths, so I don\u2019t see evidence of overstated matching." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 191, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:25663", + "issue:30025", + "issue:30818", + "issue:30917", + "issue:31247", + "issue:33272", + "issue:33438", + "issue:34592", + "issue:35227", + "issue:48473", + "issue:49890", + "issue:50253", + "issue:50983", + "issue:51120", + "issue:51569", + "issue:51658", + "issue:52292", + "issue:52488", + "issue:53537", + "issue:53643", + "issue:53686", + "issue:53953", + "issue:55350", + "issue:58760", + "issue:62762", + "issue:63366", + "issue:63516", + "issue:63704", + "issue:64517", + "issue:64802", + "issue:64845", + "issue:65277", + "issue:65705", + "issue:66151", + "issue:66222", + "issue:66290", + "issue:66564", + "issue:66633", + "issue:66747", + "issue:67162", + "issue:67667", + "issue:67774", + "issue:67798", + "issue:67901", + "issue:67903", + "issue:68113", + "issue:68467", + "issue:68766" + ], + "soft_pairs": [ + "issue:30818|issue:49890", + "issue:33272|issue:33438", + "issue:48473|issue:68113", + "issue:30025|issue:67162", + "issue:34592|issue:58760", + "issue:50253|issue:66222", + "issue:51120|issue:51658", + "issue:53953|issue:66151", + "issue:53686|issue:63516", + "issue:64802|issue:66290", + "issue:52292|issue:53537", + "issue:52488|issue:63366", + "issue:30917|issue:49890", + "issue:35227|issue:67667", + "issue:50983|issue:64517", + "issue:64845|issue:68467", + "issue:65277|issue:65705", + "issue:55350|issue:68766", + "issue:30025|issue:67774", + "issue:62762|issue:66747", + "issue:25663|issue:53643", + "issue:67901|issue:67903", + "issue:31247|issue:63704", + "issue:66633|issue:67798", + "issue:51569|issue:66564" + ], + "prepared_review_unit_hash": "59c1b187a48b9a9d84f64393f696d0e686f8bae8bc97468f9c6680011b25ab39", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 25, + "serialized_chars": 35288, + "estimated_input_tokens": 8822, + "estimated_eval_tokens": 17900 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Mostly heterogeneous bug reports with one clear duplicate pair in the dreaming scheduler area. Almost all other soft edges are false positives across different subsystems or distinct failure modes.", + "confidence": 0.95, + "canonical_issue_reason": "issue:65705 is the clearest root-cause report for the only strong duplicate pair: it states the dreaming sweep retriggers every heartbeat instead of once per cron schedule, which explains the duplicate-session symptom in issue:65277.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:65705 is the best standalone issue in this set because it is specific, root-cause oriented, and directly actionable for triage.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:30818", + "right": "issue:49890", + "accept": false, + "reason": "Pasted images not being sent is unrelated to an empty/placeholder bug report; no shared underlying defect." + }, + { + "left": "issue:33272", + "right": "issue:33438", + "accept": false, + "reason": "Both involve custom OpenAI-style providers, but one is about unsupported reasoning_effort and the other about tool-name sanitization; different code paths." + }, + { + "left": "issue:48473", + "right": "issue:68113", + "accept": false, + "reason": "Plugin route 404s from registry mismatch are not the same as Mattermost slash commands returning 503 during initialization." + }, + { + "left": "issue:30025", + "right": "issue:67162", + "accept": false, + "reason": "Embedded agent connection errors and a blank bug report do not match on a concrete underlying bug." + }, + { + "left": "issue:34592", + "right": "issue:58760", + "accept": false, + "reason": "Both are Discord-related, but one is a reconnect loop on gateway failure and the other is a startup TypeError; distinct failures." + }, + { + "left": "issue:50253", + "right": "issue:66222", + "accept": false, + "reason": "An IPv6 bind feature request is unrelated to a multi-agent collaboration feature request." + }, + { + "left": "issue:51120", + "right": "issue:51658", + "accept": false, + "reason": "Skills lazy-loading and Brave Search baseUrl support are unrelated feature requests." + }, + { + "left": "issue:53953", + "right": "issue:66151", + "accept": false, + "reason": "Module singleton mismatch in msteams is not the same as a missing subagent registry module during cleanup." + }, + { + "left": "issue:53686", + "right": "issue:63516", + "accept": false, + "reason": "Outbound Telegram API failures differ from Telegram polling stalls/heartbeat issues; different directions of the integration." + }, + { + "left": "issue:64802", + "right": "issue:66290", + "accept": false, + "reason": "Railway image version update is unrelated to a Docker gateway stack overflow when loading bundled channels." + }, + { + "left": "issue:52292", + "right": "issue:53537", + "accept": false, + "reason": "Duplicate image sends in a skill are not the same as infinite thinking-content loops on model switch." + }, + { + "left": "issue:52488", + "right": "issue:63366", + "accept": false, + "reason": "Missing operator.read scope after pairing is unrelated to dmPolicy allowlist leaking pairing codes." + }, + { + "left": "issue:30917", + "right": "issue:49890", + "accept": false, + "reason": "A Telegram model-specific failure is not the same as a blank bug report; no shared defect evidence." + }, + { + "left": "issue:35227", + "right": "issue:67667", + "accept": false, + "reason": "Messages not saving and /status showing 0% context usage may be related superficially, but the reported symptoms and root causes are not the same." + }, + { + "left": "issue:50983", + "right": "issue:64517", + "accept": false, + "reason": "A licensing/security concern is unrelated to approvals.exec.targets failing with multiple agents." + }, + { + "left": "issue:64845", + "right": "issue:68467", + "accept": false, + "reason": "Missing idempotencyKey during narrative generation is not the same as inline dreaming producing no output." + }, + { + "left": "issue:65277", + "right": "issue:65705", + "accept": true, + "reason": "Both describe the same dreaming scheduler bug: the sweep fires repeatedly instead of once per scheduled run, causing extra sessions." + }, + { + "left": "issue:55350", + "right": "issue:68766", + "accept": false, + "reason": "Discord gateway reconnect crashes and Feishu token-refresh recovery failures are different integrations and failure mechanisms." + }, + { + "left": "issue:30025", + "right": "issue:67774", + "accept": false, + "reason": "Embedded connection errors are not supported by a blank issue report; no duplicate evidence." + }, + { + "left": "issue:62762", + "right": "issue:66747", + "accept": false, + "reason": "Both mention 1006, but the second issue also includes a separate EPERM-on-chmod registry-restore problem; not clearly the same underlying bug." + }, + { + "left": "issue:25663", + "right": "issue:53643", + "accept": false, + "reason": "Session timeout 401s and an unstable skills list disappearing after click are unrelated UI bugs." + }, + { + "left": "issue:67901", + "right": "issue:67903", + "accept": false, + "reason": "Blocking the bundled subagents command via plugins.allow is not the same as rejecting boolean false for apiKey in plugin config." + }, + { + "left": "issue:31247", + "right": "issue:63704", + "accept": false, + "reason": "Dashboard schema/usage/Telegram health issues are unrelated to a Config page form-to-raw mode SyntaxError." + }, + { + "left": "issue:66633", + "right": "issue:67798", + "accept": false, + "reason": "Both involve openai-codex and Cloudflare, but one is a request/403 regression and the other is OAuth code exchange failure; distinct bugs." + }, + { + "left": "issue:51569", + "right": "issue:66564", + "accept": false, + "reason": "OAuth proxy handling and Control UI lag are unrelated issues." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The assessment is grounded in the packet and stays conservative overall. The one accepted pair (issue:65277 / issue:65705) is well supported by the titles, and the remaining soft-edge rejections avoid overclaiming duplicate status across superficially related but distinct bugs or features." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 192, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:28222", + "issue:30025", + "issue:30768", + "issue:31275", + "issue:33856", + "issue:34925", + "issue:34971", + "issue:35884", + "issue:42870", + "issue:49885", + "issue:50260", + "issue:51158", + "issue:52677", + "issue:53358", + "issue:53494", + "issue:53643", + "issue:53786", + "issue:53881", + "issue:53935", + "issue:54050", + "issue:57072", + "issue:63450", + "issue:64418", + "issue:64552", + "issue:64743", + "issue:64932", + "issue:65177", + "issue:65293", + "issue:65528", + "issue:65538", + "issue:65701", + "issue:65844", + "issue:66097", + "issue:66129", + "issue:66391", + "issue:66500", + "issue:66668", + "issue:66752", + "issue:66822", + "issue:67019", + "issue:67131", + "issue:67342", + "issue:67726", + "issue:68113", + "issue:68211", + "issue:68447", + "issue:68466", + "issue:68606" + ], + "soft_pairs": [ + "issue:65177|issue:65844", + "issue:42870|issue:67131", + "issue:34925|issue:64932", + "issue:63450|issue:64552", + "issue:35884|issue:65701", + "issue:49885|issue:54050", + "issue:31275|issue:64743", + "issue:52677|issue:53494", + "issue:67342|issue:68113", + "issue:65293|issue:66668", + "issue:65528|issue:66097", + "issue:53786|issue:57072", + "issue:53358|issue:66822", + "issue:51158|issue:68447", + "issue:53881|issue:64743", + "issue:30025|issue:53643", + "issue:30768|issue:53935", + "issue:64418|issue:65538", + "issue:66500|issue:67019", + "issue:28222|issue:50260", + "issue:66129|issue:66752", + "issue:54050|issue:68466", + "issue:67726|issue:68211", + "issue:33856|issue:34971", + "issue:66391|issue:68606" + ], + "prepared_review_unit_hash": "03a454470179b223cd9e988eaf8fb2074597b378b14a3df9837cd5373b91a1bb", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 25, + "serialized_chars": 35569, + "estimated_input_tokens": 8893, + "estimated_eval_tokens": 18042 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "All candidate soft edges are false positives: the paired reports touch adjacent subsystems or share only vague symptoms, but they describe different failure modes and would not be merged into the same fix. No pull requests are present.", + "confidence": 0.93, + "canonical_issue_reason": "issue:51158 is the clearest standalone report: it names a specific Matrix inbound-routing failure, includes concrete behavior, and has inbound references, making it the best representative issue if one must be chosen.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:51158 is the strongest general issue candidate because it is specific, reproducible, and narrowly scoped to one code path rather than a broad symptom report.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:65177", + "right": "issue:65844", + "accept": false, + "reason": "Both involve upgrade/auth behavior, but one is a Feishu config migration bug and the other is a Codex profile-collapsing auth bug; different code paths and fixes." + }, + { + "left": "issue:42870", + "right": "issue:67131", + "accept": false, + "reason": "Both mention OpenAI-compatible baseUrl handling, but 42870 is a Cloudflare 403 triggered by backticks while 67131 is a persistence/normalization regression after another fix." + }, + { + "left": "issue:34925", + "right": "issue:64932", + "accept": false, + "reason": "One is a CLI startup crash from a missing module, the other is a missing QA scenario file breaking cache generation; unrelated failures." + }, + { + "left": "issue:63450", + "right": "issue:64552", + "accept": false, + "reason": "A gateway startup delay from chat.history WS blocking is not the same as a general API-call performance regression." + }, + { + "left": "issue:35884", + "right": "issue:65701", + "accept": false, + "reason": "Duplicate plugin-id warnings in Feishu are unrelated to Telegram sending duplicate messages; same broad messaging area only." + }, + { + "left": "issue:49885", + "right": "issue:54050", + "accept": false, + "reason": "Both are credentials-related, but one is Vertex ADC lookup and the other is stale OpenAI Codex OAuth import; different auth stacks and fixes." + }, + { + "left": "issue:31275", + "right": "issue:64743", + "accept": false, + "reason": "A Feishu /new session-memory hook issue does not match a MoE model-routing/model-selection bug." + }, + { + "left": "issue:52677", + "right": "issue:53494", + "accept": false, + "reason": "Gemini tool availability is a provider/tooling support issue; the other is plugin-tool registry corruption after image messages." + }, + { + "left": "issue:67342", + "right": "issue:68113", + "accept": false, + "reason": "Both say 'not initialized', but they affect different integrations and startup paths (BlueBubbles gateway vs Mattermost slash commands)." + }, + { + "left": "issue:65293", + "right": "issue:66668", + "accept": false, + "reason": "Both involve plugin cleanup, but 65293 is doctor --fix leaving a dangling channel reference and 66668 is uninstall not deleting extension files." + }, + { + "left": "issue:65528", + "right": "issue:66097", + "accept": false, + "reason": "macOS managed-browser process death is a launch/crash problem, while attachOnly reporting 'not running' despite a live /json/version endpoint is a CDP detection bug." + }, + { + "left": "issue:53786", + "right": "issue:57072", + "accept": false, + "reason": "Both mention message/state desync, but one is cross-surface dashboard/Feishu sync and the other is route-navigation rendering state in the chat UI." + }, + { + "left": "issue:53358", + "right": "issue:66822", + "accept": false, + "reason": "OpenAI batch completion hanging memory indexing is not the same as a concurrency setting being ignored while flooding Ollama." + }, + { + "left": "issue:51158", + "right": "issue:68447", + "accept": false, + "reason": "Matrix inbound routing and LM Studio provider-prefix misrouting are unrelated code paths and failure modes." + }, + { + "left": "issue:53881", + "right": "issue:64743", + "accept": false, + "reason": "A UI scroll-height issue is unrelated to a model-selection regression." + }, + { + "left": "issue:30025", + "right": "issue:53643", + "accept": false, + "reason": "An embedded agent connection error is not the same as unstable Chinese skill-list UI behavior." + }, + { + "left": "issue:30768", + "right": "issue:53935", + "accept": false, + "reason": "The Chinese WeCom duplicate-message bug is unrelated to a nearly empty issue placeholder." + }, + { + "left": "issue:64418", + "right": "issue:65538", + "accept": false, + "reason": "Repeated image resizing in context is a rendering/state issue, not an accessibility aria-live token-announcement problem." + }, + { + "left": "issue:66500", + "right": "issue:67019", + "accept": false, + "reason": "Mojibake when saving Feishu media filenames is a filesystem/encoding bug, not garbled model output text." + }, + { + "left": "issue:28222", + "right": "issue:50260", + "accept": false, + "reason": "Diagnostics-otel plugin failure and Feishu streaming duplicate message segments are different subsystems and symptoms." + }, + { + "left": "issue:66129", + "right": "issue:66752", + "accept": false, + "reason": "Missing audit/qa bundle files causing ENOENT differs from ARM64 npm global install missing a generated module artifact." + }, + { + "left": "issue:54050", + "right": "issue:68466", + "accept": false, + "reason": "Stale OAuth credentials and stale link-understanding chunk import are both 'stale data' problems, but they affect different flows and would not be merged into one fix." + }, + { + "left": "issue:67726", + "right": "issue:68211", + "accept": false, + "reason": "TTS auto-mode not triggering is an execution trigger bug; generating a temp file that QQ Bot cannot consume is an output-path integration bug." + }, + { + "left": "issue:33856", + "right": "issue:34971", + "accept": false, + "reason": "A specific message-disappearance race in chat UI is not the same as an unspecified two-regression report." + }, + { + "left": "issue:66391", + "right": "issue:68606", + "accept": false, + "reason": "TUI session lookup failure on local Ollama models is not the same as plugin tool invocation argument corruption." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 193, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:30314", + "issue:31096", + "issue:31260", + "issue:31275", + "issue:31425", + "issue:31689", + "issue:32838", + "issue:33650", + "issue:34249", + "issue:34582", + "issue:34776", + "issue:50999", + "issue:51174", + "issue:51205", + "issue:51656", + "issue:51658", + "issue:51824", + "issue:52605", + "issue:53273", + "issue:53640", + "issue:53649", + "issue:53755", + "issue:53956", + "issue:53960", + "issue:63516", + "issue:64274", + "issue:65050", + "issue:65400", + "issue:65528", + "issue:65558", + "issue:65921", + "issue:66281", + "issue:66406", + "issue:66507", + "issue:66533", + "issue:66573", + "issue:66611", + "issue:67002", + "issue:67048", + "issue:67241", + "issue:67525", + "issue:67607", + "issue:67746", + "issue:67975", + "issue:68052", + "issue:68409", + "issue:68587" + ], + "soft_pairs": [ + "issue:34249|issue:65400", + "issue:51656|issue:65050", + "issue:51658|issue:67048", + "issue:51824|issue:66533", + "issue:53640|issue:65400", + "issue:53956|issue:53960", + "issue:66507|issue:68052", + "issue:67002|issue:67607", + "issue:67525|issue:67746", + "issue:67975|issue:68409", + "issue:65528|issue:66611", + "issue:53755|issue:65558", + "issue:52605|issue:67241", + "issue:53273|issue:53649", + "issue:66573|issue:68587", + "issue:30314|issue:31425", + "issue:34776|issue:51174", + "issue:33650|issue:66281", + "issue:31275|issue:32838", + "issue:34582|issue:66406", + "issue:31689|issue:51205", + "issue:64274|issue:65921", + "issue:31096|issue:31260", + "issue:50999|issue:63516" + ], + "prepared_review_unit_hash": "2a276b758c3b8d7c829c8da7323f53f70302e06e0d76a74b2dafa883f0066f67", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 24, + "serialized_chars": 34594, + "estimated_input_tokens": 8649, + "estimated_eval_tokens": 17554 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Most pairs are not duplicates: they share broad subsystems or wording but describe different bugs/features. The only strong duplicate-looking pair is the Telegram polling stall regression.", + "confidence": 0.84, + "canonical_issue_reason": "issue:63516 is the best canonical issue because it describes the broad, concrete Telegram polling stall/missed-delivery regression that also covers the macOS restart-loop report in issue:50999.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:63516 is the strongest representative issue in this set: it is specific, current, and its description subsumes the narrower macOS stall/restart-loop symptom from issue:50999.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:34249", + "right": "issue:65400", + "accept": false, + "reason": "Both concern command-line behavior, but one is a question about boot configuration and the other is a help command booting the full app; different bugs." + }, + { + "left": "issue:51656", + "right": "issue:65050", + "accept": false, + "reason": "Both mention vision/image tooling, but the failure modes differ: wrong fallback to read tool vs stalls from dynamic image tool exposure." + }, + { + "left": "issue:51658", + "right": "issue:67048", + "accept": false, + "reason": "Custom Brave Search API base URL is unrelated to a chat mention-filter feature request." + }, + { + "left": "issue:51824", + "right": "issue:66533", + "accept": false, + "reason": "Model/provider mapping in the control UI is unrelated to the WebChat session selector showing \"heartbeat\"." + }, + { + "left": "issue:53640", + "right": "issue:65400", + "accept": false, + "reason": "API key validation on macOS is unrelated to browser help causing full app boot and slow execution." + }, + { + "left": "issue:53956", + "right": "issue:53960", + "accept": false, + "reason": "Both are about leaked markup/tags, but they are different mechanisms and different tags in different channels." + }, + { + "left": "issue:66507", + "right": "issue:68052", + "accept": false, + "reason": "Session sharing across WeChat/Feishu is a different bug from Feishu thinking text display in WebChat." + }, + { + "left": "issue:67002", + "right": "issue:67607", + "accept": false, + "reason": "Both involve channel/message structure, but one is a workspace-per-channel feature request and the other is Slack thread metadata." + }, + { + "left": "issue:67525", + "right": "issue:67746", + "accept": false, + "reason": "Doctor crash in callback dedupe cleanup is unrelated to WhatsApp session not being cleared on logout/remove." + }, + { + "left": "issue:67975", + "right": "issue:68409", + "accept": false, + "reason": "Both involve ACP runtime/probe configuration, but one is an EPIPE crash from always probing and the other is backend availability when codex is missing." + }, + { + "left": "issue:65528", + "right": "issue:66611", + "accept": false, + "reason": "Both are browser attach failures, but one is the managed browser process dying after spawn and the other is attachOnly/CDP connection failure." + }, + { + "left": "issue:53755", + "right": "issue:65558", + "accept": false, + "reason": "OpenAI Codex model catalog exposure is unrelated to MiniMax refs appearing after onboarding OAuth." + }, + { + "left": "issue:52605", + "right": "issue:67241", + "accept": false, + "reason": "Both are BlueBubbles issues, but one is a webhook 404 route regression and the other is attachment download failure on Node 22.20+." + }, + { + "left": "issue:53273", + "right": "issue:53649", + "accept": false, + "reason": "Both involve plugin paths after upgrade, but one is install-upgrade path rewriting and the other is doctor --fix detection/repair; not the same bug." + }, + { + "left": "issue:66573", + "right": "issue:68587", + "accept": false, + "reason": "A chat.history limit mismatch is unrelated to MCP tools/list being sent as a notification." + }, + { + "left": "issue:30314", + "right": "issue:31425", + "accept": false, + "reason": "Feishu cron announcement delivery and cron edit flag persistence are different cron-related bugs." + }, + { + "left": "issue:34776", + "right": "issue:51174", + "accept": false, + "reason": "Both mention allowFrom, but one is Discord unauthorized-user timeout and the other is WhatsApp probe output truncation." + }, + { + "left": "issue:33650", + "right": "issue:66281", + "accept": false, + "reason": "Both are browser attach problems, but the concrete failures differ: extension relay \"Not allowed\" vs Chrome attach/CDP/DevToolsActivePort errors." + }, + { + "left": "issue:31275", + "right": "issue:32838", + "accept": false, + "reason": "Feishu /new hook triggering is unrelated to a missing advisory_scope.mjs file in a hook." + }, + { + "left": "issue:34582", + "right": "issue:66406", + "accept": false, + "reason": "WhatsApp message delivery behavior is unrelated to a Feishu reactions API error." + }, + { + "left": "issue:31689", + "right": "issue:51205", + "accept": false, + "reason": "A vLLM connection error and a CLI/model-switching error are not the same underlying bug." + }, + { + "left": "issue:64274", + "right": "issue:65921", + "accept": false, + "reason": "MiniMax auth-profile resolution is unrelated to ACP launcher resolving acpx from the wrong path." + }, + { + "left": "issue:31096", + "right": "issue:31260", + "accept": false, + "reason": "Telegram 403 send failure and Discord offline status are different channel-specific issues." + }, + { + "left": "issue:50999", + "right": "issue:63516", + "accept": true, + "reason": "Both describe the same Telegram polling stall regression, with missed/delayed delivery and restart/heartbeat failure symptoms." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet and stays conservative. The only accepted soft pair, issue:50999 with issue:63516, is plausibly the same Telegram polling regression, and the other pairs are rejected with bug-level distinctions rather than broad subsystem overlap. No obvious overstatement or non-mergeable PR issue is present." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 194, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:26624", + "issue:28077", + "issue:31414", + "issue:36256", + "issue:50966", + "issue:51120", + "issue:51174", + "issue:51357", + "issue:51619", + "issue:53010", + "issue:53536", + "issue:53537", + "issue:53785", + "issue:53853", + "issue:53926", + "issue:53928", + "issue:53956", + "issue:53958", + "issue:57066", + "issue:63092", + "issue:63219", + "issue:63706", + "issue:64274", + "issue:64304", + "issue:64509", + "issue:64867", + "issue:65317", + "issue:65334", + "issue:65517", + "issue:65538", + "issue:65564", + "issue:65619", + "issue:65652", + "issue:65733", + "issue:65949", + "issue:65976", + "issue:66176", + "issue:66222", + "issue:66403", + "issue:67260", + "issue:67288", + "issue:67343", + "issue:67774", + "issue:67925", + "issue:68120", + "issue:68163", + "issue:68661" + ], + "soft_pairs": [ + "issue:53853|issue:68163", + "issue:51120|issue:53958", + "issue:51120|issue:66222", + "issue:51357|issue:65619", + "issue:53010|issue:63219", + "issue:28077|issue:67774", + "issue:64867|issue:65517", + "issue:53785|issue:53926", + "issue:63092|issue:65976", + "issue:64304|issue:64509", + "issue:36256|issue:63706", + "issue:51619|issue:53536", + "issue:57066|issue:64274", + "issue:65564|issue:65652", + "issue:51174|issue:51357", + "issue:65334|issue:67925", + "issue:65949|issue:66176", + "issue:65538|issue:65652", + "issue:65733|issue:67288", + "issue:26624|issue:31414", + "issue:53956|issue:67343", + "issue:65317|issue:67260", + "issue:66403|issue:68661", + "issue:50966|issue:53537", + "issue:53928|issue:68120" + ], + "prepared_review_unit_hash": "4765f704142f77a76e97384966ca27871178baa32ef86e298b9491b887902644", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 25, + "serialized_chars": 34792, + "estimated_input_tokens": 8698, + "estimated_eval_tokens": 17652 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This cluster is highly heterogeneous: most pairs are only superficially similar by keyword (probe, model switch, memory, bridge, etc.) but describe different bugs or unrelated feature requests. No soft edge looks like a safe duplicate merge candidate.", + "confidence": 0.95, + "canonical_issue_reason": "No canonical issue: the items span many unrelated subsystems and problem types, so there is no single underlying bug represented by the cluster.", + "canonical_pr_reason": null, + "best_issue_reason": "No global best issue for duplicate triage; the closest concrete reports are still distinct from the rest, so none can safely stand in as the cluster representative.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:53853", + "right": "issue:68163", + "accept": false, + "reason": "Different failures: 401/auth-key mismatch vs OpenRouter onboarding with silent agent behavior." + }, + { + "left": "issue:51120", + "right": "issue:53958", + "accept": false, + "reason": "Unrelated features: lazy-loading skills vs showing the config file path in overview." + }, + { + "left": "issue:51120", + "right": "issue:66222", + "accept": false, + "reason": "Different feature requests with no shared code-path bug." + }, + { + "left": "issue:51357", + "right": "issue:65619", + "accept": false, + "reason": "Both involve probe/health, but one is a timeout false negative and the other is a macOS bind/startup failure." + }, + { + "left": "issue:53010", + "right": "issue:63219", + "accept": false, + "reason": "Different feature areas: WeChat image sending vs Mythos." + }, + { + "left": "issue:28077", + "right": "issue:67774", + "accept": false, + "reason": "Generic installation error vs an empty bug report; no evidence of the same issue." + }, + { + "left": "issue:64867", + "right": "issue:65517", + "accept": false, + "reason": "Both mention active memory, but one is timeout handling and the other is event-loop starvation in embedded sub-agent runs." + }, + { + "left": "issue:53785", + "right": "issue:53926", + "accept": false, + "reason": "Different Linux packaging problems: missing npm binary vs environment file / secret path continuity." + }, + { + "left": "issue:63092", + "right": "issue:65976", + "accept": false, + "reason": "Same broad bridge subsystem, but one is import yielding zero artifacts while the other is bridge mode reporting/removing pages." + }, + { + "left": "issue:64304", + "right": "issue:64509", + "accept": false, + "reason": "Both are Claude/usage complaints, but they point to different backend billing/limit behaviors." + }, + { + "left": "issue:36256", + "right": "issue:63706", + "accept": false, + "reason": "Both are voice-related, but they affect different platforms and pipelines (Telegram STT vs Discord voice-note handling)." + }, + { + "left": "issue:51619", + "right": "issue:53536", + "accept": false, + "reason": "Different bugs: mitmproxy/LLM integration failure vs model switching through Gateway API." + }, + { + "left": "issue:57066", + "right": "issue:64274", + "accept": false, + "reason": "Different auth/routing issues: OpenRouter alias resolution vs MiniMax auth profile lookup." + }, + { + "left": "issue:65564", + "right": "issue:65652", + "accept": false, + "reason": "Different session bugs: transcript file reuse after session rotation vs dreaming firing on every heartbeat." + }, + { + "left": "issue:51174", + "right": "issue:51357", + "accept": false, + "reason": "Probe is shared terminology only; one is truncated allowFrom output, the other is a timeout." + }, + { + "left": "issue:65334", + "right": "issue:67925", + "accept": false, + "reason": "Unrelated: version display bug vs phantom plugins in security audit." + }, + { + "left": "issue:65949", + "right": "issue:66176", + "accept": false, + "reason": "Different areas: Discord thread browser capability vs WebChat message visibility flicker." + }, + { + "left": "issue:65538", + "right": "issue:65652", + "accept": false, + "reason": "Accessibility streaming verbosity vs heartbeat/dreaming session creation are unrelated." + }, + { + "left": "issue:65733", + "right": "issue:67288", + "accept": false, + "reason": "Both mention discovery, but one is Windows startup slowness and the other is missing discovery gating on every request." + }, + { + "left": "issue:26624", + "right": "issue:31414", + "accept": false, + "reason": "Token warning vs service-version mismatch are different configuration/version issues." + }, + { + "left": "issue:53956", + "right": "issue:67343", + "accept": false, + "reason": "Both are tag-parsing leaks, but they involve different tags and output paths (MiniMax reasoning vs TTS closing tag)." + }, + { + "left": "issue:65317", + "right": "issue:67260", + "accept": false, + "reason": "Completely different failures: sandbox write helper dependency vs Ollama fallback in long-lived Telegram sessions." + }, + { + "left": "issue:66403", + "right": "issue:68661", + "accept": false, + "reason": "Different code paths: approval popup layout/viewport vs heredoc triggering allowlist approval." + }, + { + "left": "issue:50966", + "right": "issue:53537", + "accept": false, + "reason": "Both involve model switching, but one is provider routing and the other is an infinite thinking-content loop." + }, + { + "left": "issue:53928", + "right": "issue:68120", + "accept": false, + "reason": "Different provider-specific bugs: Bedrock credential loading vs OpenRouter empty assistant messages." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 195, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:29670", + "issue:30300", + "issue:30818", + "issue:33119", + "issue:33239", + "issue:33263", + "issue:34249", + "issue:34863", + "issue:36987", + "issue:53398", + "issue:53405", + "issue:53426", + "issue:53564", + "issue:53753", + "issue:53783", + "issue:53938", + "issue:53946", + "issue:57055", + "issue:62505", + "issue:62960", + "issue:63175", + "issue:63484", + "issue:63540", + "issue:64480", + "issue:64509", + "issue:64552", + "issue:64699", + "issue:64831", + "issue:64867", + "issue:64900", + "issue:64916", + "issue:65079", + "issue:65189", + "issue:65244", + "issue:65309", + "issue:65362", + "issue:65563", + "issue:65920", + "issue:66470", + "issue:66679", + "issue:66981", + "issue:67043", + "issue:67237", + "issue:67626", + "issue:67917", + "issue:68018", + "issue:68108", + "issue:68743" + ], + "soft_pairs": [ + "issue:36987|issue:68018", + "issue:53405|issue:67043", + "issue:53783|issue:64699", + "issue:64480|issue:65244", + "issue:64867|issue:65309", + "issue:53398|issue:66470", + "issue:64509|issue:65362", + "issue:63175|issue:64552", + "issue:34249|issue:65079", + "issue:33119|issue:65189", + "issue:64900|issue:68743", + "issue:57055|issue:68108", + "issue:53564|issue:63540", + "issue:63484|issue:64916", + "issue:29670|issue:67626", + "issue:64831|issue:66679", + "issue:62505|issue:67237", + "issue:30300|issue:30818", + "issue:62960|issue:67917", + "issue:33263|issue:34863", + "issue:53426|issue:53946", + "issue:53753|issue:65920", + "issue:33239|issue:53938", + "issue:65563|issue:66981" + ], + "prepared_review_unit_hash": "e2938ce87971186b147b0e06242f98bd5fb7a74e0651d5da3fc17125b78f950d", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 35299, + "estimated_input_tokens": 8825, + "estimated_eval_tokens": 17906 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This cluster is mostly heterogeneous and only a few soft pairs look like true duplicates: Active Memory timeout regressions, browser.ssrfPolicy default handling, and Feishu plugin duplication. Most other pairs are merely thematically related and should stay separate.", + "confidence": 0.74, + "canonical_issue_reason": "No single issue cleanly represents the whole cluster because the items span unrelated bugs. If forced to pick one, issue 53938 is the strongest umbrella candidate: it is the most explicit root-cause-style report and best captures the Feishu plugin duplication thread.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 53938 is the broadest and most descriptive issue in the cluster, and it aligns with the clearest duplicate sub-thread (Feishu plugin duplication / restart instability).", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:36987", + "right": "issue:68018", + "accept": false, + "reason": "Both mention deliveryContext, but one is a bad to-format and the other is a session inheritance/DM fallback bug; different code-path failures." + }, + { + "left": "issue:53405", + "right": "issue:67043", + "accept": false, + "reason": "One is a stray community/group issue, the other is a feature request about skill dependency detection; not the same bug." + }, + { + "left": "issue:53783", + "right": "issue:64699", + "accept": false, + "reason": "Both involve sessions_send, but one is a visibility mismatch and the other is label injection causing a sessionKey conflict; different underlying problems." + }, + { + "left": "issue:64480", + "right": "issue:65244", + "accept": false, + "reason": "Completely unrelated subsystems: BlueBubbles delivery vs sqlite-vec extension loading." + }, + { + "left": "issue:64867", + "right": "issue:65309", + "accept": true, + "reason": "Both report Active Memory blocking turns and timing out far longer than expected, pointing to the same timeout/failover path." + }, + { + "left": "issue:53398", + "right": "issue:66470", + "accept": false, + "reason": "Dual-stack gateway listener port diagnostics and WebUI pondering state are unrelated symptoms." + }, + { + "left": "issue:64509", + "right": "issue:65362", + "accept": false, + "reason": "Claude CLI extra-usage errors and Ollama local-model discovery are different backend/provider failures." + }, + { + "left": "issue:63175", + "right": "issue:64552", + "accept": false, + "reason": "One is an Ollama request timeout after 60s; the other is a general API-call slowdown regression. Related area, but not the same concrete bug." + }, + { + "left": "issue:34249", + "right": "issue:65079", + "accept": false, + "reason": "A CLI boot/configuration question is not the same as a dependency/security warning report." + }, + { + "left": "issue:33119", + "right": "issue:65189", + "accept": false, + "reason": "Image-attachment display failure is unrelated to UI-layer memory/context leakage." + }, + { + "left": "issue:64900", + "right": "issue:68743", + "accept": false, + "reason": "Remote CDP target-state reporting and a dreaming cron timeout are unrelated." + }, + { + "left": "issue:57055", + "right": "issue:68108", + "accept": true, + "reason": "Both center on browser.ssrfPolicy default/absent handling causing incorrect browser/CDP behavior, likely the same resolver/config bug." + }, + { + "left": "issue:53564", + "right": "issue:63540", + "accept": false, + "reason": "Plain [[tts]] parsing and Telegram voice compatibility are different TTS issues." + }, + { + "left": "issue:63484", + "right": "issue:64916", + "accept": false, + "reason": "Heartbeat/session-task disruption with Feishu silence is not the same as WebUI image payload loss." + }, + { + "left": "issue:29670", + "right": "issue:67626", + "accept": false, + "reason": "A specific Tailscale serve pairing bug and a vague complaint are not duplicates." + }, + { + "left": "issue:64831", + "right": "issue:66679", + "accept": false, + "reason": "Both mention chat-triggered actions, but one also covers cron/catch-up delivery and the symptom set is broader and different." + }, + { + "left": "issue:62505", + "right": "issue:67237", + "accept": false, + "reason": "The second is too vague to confidently match the specific Coding Agent completion bug." + }, + { + "left": "issue:30300", + "right": "issue:30818", + "accept": false, + "reason": "Both involve images in webchat, but one is a stack overflow on large uploads and the other is pasted images not being sent." + }, + { + "left": "issue:62960", + "right": "issue:67917", + "accept": false, + "reason": "Slack private file rendering and codex OAuth/TLS failures are unrelated." + }, + { + "left": "issue:33263", + "right": "issue:34863", + "accept": false, + "reason": "Duplicate assistant replies in webchat and ACP interactive mode returning only end_turn are different failures." + }, + { + "left": "issue:53426", + "right": "issue:53946", + "accept": false, + "reason": "Feishu plugin update failure and plugin-sdk path parsing are both plugin-related, but not the same concrete bug." + }, + { + "left": "issue:53753", + "right": "issue:65920", + "accept": false, + "reason": "Model picker provider/model concatenation and config model-list merging are distinct UI/config issues." + }, + { + "left": "issue:33239", + "right": "issue:53938", + "accept": true, + "reason": "Both describe Feishu plugin duplication; 53938 broadens it with restart instability but appears to be the same underlying duplicate-loading problem." + }, + { + "left": "issue:65563", + "right": "issue:66981", + "accept": false, + "reason": "A database owner_session_key constraint failure is unrelated to browser timeout/restart behavior." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "Grounded overall and conservative. The summary matches the packet: the cluster is mostly heterogeneous, and only a few soft pairs are plausibly duplicate bugs. The accepted pairs are defensible from the issue text (Active Memory timeout regressions, browser.ssrfPolicy unset/default handling, and the Feishu plugin duplication thread). No obvious overstatement." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 196, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:19598", + "issue:28222", + "issue:29552", + "issue:31804", + "issue:32245", + "issue:32622", + "issue:34358", + "issue:34925", + "issue:35181", + "issue:40941", + "issue:48479", + "issue:51120", + "issue:51593", + "issue:52488", + "issue:53644", + "issue:53857", + "issue:53878", + "issue:54013", + "issue:56982", + "issue:62086", + "issue:62568", + "issue:63440", + "issue:64043", + "issue:64070", + "issue:64256", + "issue:64304", + "issue:64409", + "issue:65102", + "issue:65225", + "issue:65400", + "issue:65603", + "issue:65810", + "issue:65949", + "issue:66227", + "issue:66633", + "issue:66635", + "issue:67076", + "issue:67192", + "issue:67237", + "issue:67378", + "issue:67517", + "issue:67774", + "issue:67854", + "issue:68241", + "issue:68336", + "issue:68766", + "issue:68788" + ], + "soft_pairs": [ + "issue:65225|issue:67854", + "issue:53857|issue:68241", + "issue:63440|issue:64256", + "issue:32622|issue:40941", + "issue:66633|issue:67517", + "issue:32622|issue:66227", + "issue:65810|issue:68336", + "issue:53644|issue:68766", + "issue:29552|issue:31804", + "issue:34925|issue:62568", + "issue:67076|issue:67237", + "issue:62086|issue:67192", + "issue:53878|issue:64070", + "issue:64304|issue:68788", + "issue:52488|issue:65400", + "issue:19598|issue:51120", + "issue:28222|issue:67774", + "issue:56982|issue:65949", + "issue:65102|issue:66635", + "issue:32245|issue:48479", + "issue:51593|issue:67378", + "issue:64043|issue:64409", + "issue:35181|issue:65603", + "issue:34358|issue:54013" + ], + "prepared_review_unit_hash": "6395694af45f1859bcc882058fc757a6f55b5c2a5baa9e2bc06c45cef7db5767", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 24, + "serialized_chars": 34638, + "estimated_input_tokens": 8660, + "estimated_eval_tokens": 17576 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This is a broad false-positive similarity cluster: the issues span unrelated subsystems and feature areas (Telegram, Discord, WhatsApp, CLI/package, cron, auth, provider errors, UI). None of the soft pairs look like the same underlying bug or change.", + "confidence": 0.98, + "canonical_issue_reason": "No canonical issue stands out; the cluster is heterogeneous and does not center on one shared defect or feature.", + "canonical_pr_reason": null, + "best_issue_reason": "No single issue is a good global representative because the grouped items are unrelated across code paths and products.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:65225", + "right": "issue:67854", + "accept": false, + "reason": "Both mention cron, but one is an isolated session stuck running and the other is job loading from jobs.json; different failure modes and code paths." + }, + { + "left": "issue:53857", + "right": "issue:68241", + "accept": false, + "reason": "Unrelated provider problems: web_search key detection vs Claude model recognition." + }, + { + "left": "issue:63440", + "right": "issue:64256", + "accept": false, + "reason": "One is a timeout lifecycle bug; the other is TUI session routing to the wrong session." + }, + { + "left": "issue:32622", + "right": "issue:40941", + "accept": false, + "reason": "Data inspection/moderation error vs missing token/context-length display; different functionality." + }, + { + "left": "issue:66633", + "right": "issue:67517", + "accept": false, + "reason": "Both involve Cloudflare, but one is 403/auth failure after upgrade and the other is HTML response misclassification causing a stuck TUI." + }, + { + "left": "issue:32622", + "right": "issue:66227", + "accept": false, + "reason": "Content moderation failure and CLI exit hang are unrelated bugs." + }, + { + "left": "issue:65810", + "right": "issue:68336", + "accept": false, + "reason": "Generic fallback-on-network-errors bug vs a specific Ollama Cloud 404 in /btw; not the same issue." + }, + { + "left": "issue:53644", + "right": "issue:68766", + "accept": false, + "reason": "Both are websocket-related, but Discord reconnect crash and Feishu token-refresh recovery are separate integrations and code paths." + }, + { + "left": "issue:29552", + "right": "issue:31804", + "accept": false, + "reason": "Version mismatch and pairing-required gateway failure are different problems." + }, + { + "left": "issue:34925", + "right": "issue:62568", + "accept": false, + "reason": "Both are missing dependencies, but they are different packages and distinct packaging failures." + }, + { + "left": "issue:67076", + "right": "issue:67237", + "accept": false, + "reason": "One has a concrete undefined trim crash; the other is a vague separate report with no clear shared root cause." + }, + { + "left": "issue:62086", + "right": "issue:67192", + "accept": false, + "reason": "SIGTERM from exec/runtime wrapper is unrelated to a Mistral stream-wrapper crash." + }, + { + "left": "issue:53878", + "right": "issue:64070", + "accept": false, + "reason": "macOS LaunchAgent recovery after stop/start is unrelated to ARM64 bundled runtime dependency detection." + }, + { + "left": "issue:64304", + "right": "issue:68788", + "accept": false, + "reason": "Provider billing rejection and Windows spawn ENOENT from allowlist are different code paths." + }, + { + "left": "issue:52488", + "right": "issue:65400", + "accept": false, + "reason": "Scope-missing after pairing and slow browser --help startup are unrelated." + }, + { + "left": "issue:19598", + "right": "issue:51120", + "accept": false, + "reason": "Separate feature requests: Slack thread support vs skills lazy-load mode." + }, + { + "left": "issue:28222", + "right": "issue:67774", + "accept": false, + "reason": "Built-in diagnostics plugin failure vs an empty-title issue; no shared bug." + }, + { + "left": "issue:56982", + "right": "issue:65949", + "accept": false, + "reason": "Trusted-proxy doctor/gateway reporting issue and Discord browser-capability session state are unrelated." + }, + { + "left": "issue:65102", + "right": "issue:66635", + "accept": false, + "reason": "Inline Python exec security gating and WhatsApp media send behavior are distinct." + }, + { + "left": "issue:32245", + "right": "issue:48479", + "accept": false, + "reason": "Vertex embedded run null-object failure and Google Vertex auth-mode regression are different bugs." + }, + { + "left": "issue:51593", + "right": "issue:67378", + "accept": false, + "reason": "Duplicate tool-call IDs in WhatsApp groups and ghost chats from LID\u2192PN resolution are separate WhatsApp issues." + }, + { + "left": "issue:64043", + "right": "issue:64409", + "accept": false, + "reason": "Cron recreation on gateway restart and dreaming config resolving enabled=false are related only loosely, but not the same concrete defect." + }, + { + "left": "issue:35181", + "right": "issue:65603", + "accept": false, + "reason": "Missing prebuilt binary fallback and Azure Foundry schema rejection are unrelated provider/runtime problems." + }, + { + "left": "issue:34358", + "right": "issue:54013", + "accept": false, + "reason": "Telegram group media attachment failure and Telegram direct-chat outbound config failure are different Telegram paths." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 197, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:23538", + "issue:24662", + "issue:30971", + "issue:31049", + "issue:31275", + "issue:31425", + "issue:31704", + "issue:34472", + "issue:37388", + "issue:40343", + "issue:45645", + "issue:51049", + "issue:51824", + "issue:51869", + "issue:53354", + "issue:53364", + "issue:53783", + "issue:53881", + "issue:53953", + "issue:62272", + "issue:63707", + "issue:63752", + "issue:64047", + "issue:64070", + "issue:64523", + "issue:64839", + "issue:64982", + "issue:65129", + "issue:65327", + "issue:65434", + "issue:65470", + "issue:66314", + "issue:66487", + "issue:66492", + "issue:66496", + "issue:66809", + "issue:66859", + "issue:67030", + "issue:67257", + "issue:67726", + "issue:67750", + "issue:67756", + "issue:67907", + "issue:67986", + "issue:68027", + "issue:68192", + "issue:68513", + "issue:68593" + ], + "soft_pairs": [ + "issue:24662|issue:53354", + "issue:31049|issue:34472", + "issue:66487|issue:66492", + "issue:67907|issue:67986", + "issue:63707|issue:64982", + "issue:30971|issue:40343", + "issue:37388|issue:53881", + "issue:53364|issue:64047", + "issue:66314|issue:67750", + "issue:65434|issue:66809", + "issue:45645|issue:64070", + "issue:65327|issue:68192", + "issue:68027|issue:68593", + "issue:66859|issue:67257", + "issue:51869|issue:68513", + "issue:53953|issue:62272", + "issue:51049|issue:67726", + "issue:53783|issue:65470", + "issue:51824|issue:64839", + "issue:66496|issue:67030", + "issue:64523|issue:67756", + "issue:23538|issue:63752", + "issue:31275|issue:31704", + "issue:31425|issue:65129" + ], + "prepared_review_unit_hash": "73bd5a77af20b6c57c33e09b7a74e0ef8e1b3334bde8dd006475cf7b6ab4808d", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 35284, + "estimated_input_tokens": 8821, + "estimated_eval_tokens": 17898 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "The items are mostly unrelated bug reports across different subsystems, so I rejected all soft duplicate links. I chose one open, well-scoped issue as the best representative anchor, but there is no strong duplicate cluster here.", + "confidence": 0.27, + "canonical_issue_reason": "Issue 68027 is the clearest open, actionable report in the set: concrete browser attachOnly failure, healthy CDP evidence, and a reproducible symptom. It is a reasonable triage anchor even though it is not a duplicate of the others.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 68027 is the best overall representative because it is detailed, reproducible, and still open; that makes it more suitable as a live triage reference than the closed or more ambiguous reports.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:24662", + "right": "issue:53354", + "accept": false, + "reason": "Different features and failure modes: webchat image paste delivery vs slash-command interception over WebSocket." + }, + { + "left": "issue:31049", + "right": "issue:34472", + "accept": false, + "reason": "Primary model fallback failure is unrelated to Google API field incompatibility." + }, + { + "left": "issue:66487", + "right": "issue:66492", + "accept": false, + "reason": "Both involve heartbeat/relay paths, but one drops completion payloads while the other misroutes a reply when async context is missing; not the same concrete bug." + }, + { + "left": "issue:67907", + "right": "issue:67986", + "accept": false, + "reason": "OpenRouter stopReason/payload parsing is different from a gateway wedge/health-restart issue." + }, + { + "left": "issue:63707", + "right": "issue:64982", + "accept": false, + "reason": "Race condition in exec approvals is not the same as a doctor advisory about an exclusive allowlist." + }, + { + "left": "issue:30971", + "right": "issue:40343", + "accept": false, + "reason": "Telegram streaming rendering issue and Telegram auto-compaction deletion are different underlying bugs." + }, + { + "left": "issue:37388", + "right": "issue:53881", + "accept": false, + "reason": "Log rotation on date change is unrelated to Control UI log viewer sizing." + }, + { + "left": "issue:53364", + "right": "issue:64047", + "accept": false, + "reason": "Telegram forum system-message delivery and Feishu /new delivery are separate platform-specific command/message handling issues." + }, + { + "left": "issue:66314", + "right": "issue:67750", + "accept": false, + "reason": "Billing error-message classification differs from auto-compaction timeout/fallback behavior." + }, + { + "left": "issue:65434", + "right": "issue:66809", + "accept": false, + "reason": "Both are browser/CDP related, but one is a false 'not running' check while the other is a later policy block after navigation; not the same bug." + }, + { + "left": "issue:45645", + "right": "issue:64070", + "accept": false, + "reason": "Linux install divergence after doctor/update is unrelated to ARM64 missing bundled runtime dependency recovery." + }, + { + "left": "issue:65327", + "right": "issue:68192", + "accept": false, + "reason": "Feature request for SSRF bypass/private network access is not the same as a specific SSRF-blocked RFC 2544 range bug." + }, + { + "left": "issue:68027", + "right": "issue:68593", + "accept": false, + "reason": "Browser attachOnly/CDP health mismatch is unrelated to menubar gateway-health display stale state." + }, + { + "left": "issue:66859", + "right": "issue:67257", + "accept": false, + "reason": "Restart durability/data-loss problem is unrelated to Telegram plugin startup export failure." + }, + { + "left": "issue:51869", + "right": "issue:68513", + "accept": false, + "reason": "Provider input-schema hardcoding is different from image fallback not being honored at runtime." + }, + { + "left": "issue:53953", + "right": "issue:62272", + "accept": false, + "reason": "Msteams plugin startup crash from module/type issues is not the same as an update-time missing module error." + }, + { + "left": "issue:51049", + "right": "issue:67726", + "accept": false, + "reason": "WhatsApp inbound delivery in k3s is unrelated to TTS auto-mode triggering." + }, + { + "left": "issue:53783", + "right": "issue:65470", + "accept": false, + "reason": "Cross-agent session visibility mismatch is not the same as nested command concurrency defaulting to 1." + }, + { + "left": "issue:51824", + "right": "issue:64839", + "accept": false, + "reason": "Model selector/provider mapping bug is different from image handling and QQ media URL blocking on bailian." + }, + { + "left": "issue:66496", + "right": "issue:67030", + "accept": false, + "reason": "System events mislabeled as user messages differs from relay replies losing persona/English localization." + }, + { + "left": "issue:64523", + "right": "issue:67756", + "accept": false, + "reason": "Webchat mirror-routing re-injection is unrelated to cron model prefix routing." + }, + { + "left": "issue:23538", + "right": "issue:63752", + "accept": false, + "reason": "Anthropic bearer-token 401 and missing API key despite auth profile are different auth-path failures." + }, + { + "left": "issue:31275", + "right": "issue:31704", + "accept": false, + "reason": "Feishu /new hook not firing is unrelated to WhatsApp speaker/person identification confusion." + }, + { + "left": "issue:31425", + "right": "issue:65129", + "accept": false, + "reason": "Persisting a cron edit flag and ignoring a cron model override during execution are separate configuration bugs." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 198, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:31514", + "issue:33568", + "issue:34324", + "issue:37465", + "issue:51036", + "issue:52175", + "issue:52433", + "issue:53010", + "issue:53169", + "issue:53559", + "issue:53689", + "issue:53881", + "issue:55222", + "issue:59228", + "issue:63128", + "issue:63862", + "issue:63863", + "issue:64274", + "issue:64599", + "issue:64618", + "issue:64876", + "issue:64966", + "issue:64975", + "issue:65000", + "issue:65079", + "issue:65277", + "issue:65408", + "issue:65431", + "issue:65495", + "issue:65990", + "issue:66531", + "issue:66534", + "issue:66952", + "issue:66953", + "issue:67030", + "issue:67051", + "issue:67491", + "issue:67724", + "issue:67834", + "issue:67908", + "issue:67989", + "issue:68215", + "issue:68222", + "issue:68285", + "issue:68386", + "issue:68451", + "issue:68602" + ], + "soft_pairs": [ + "issue:33568|issue:64975", + "issue:37465|issue:67051", + "issue:53010|issue:68602", + "issue:53689|issue:68222", + "issue:64274|issue:66952", + "issue:63862|issue:67908", + "issue:34324|issue:66953", + "issue:65000|issue:65408", + "issue:51036|issue:68285", + "issue:59228|issue:67724", + "issue:34324|issue:53559", + "issue:52175|issue:64618", + "issue:63863|issue:68451", + "issue:52433|issue:53169", + "issue:64966|issue:67989", + "issue:31514|issue:64876", + "issue:65431|issue:67491", + "issue:65495|issue:65990", + "issue:64599|issue:65277", + "issue:53881|issue:65079", + "issue:67030|issue:68386", + "issue:67834|issue:68215", + "issue:66531|issue:66534", + "issue:55222|issue:63128" + ], + "prepared_review_unit_hash": "6a2f0f1beea0a0883f3ed063d8d2781c68bec920e037841260e8682833ee6001", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 24, + "serialized_chars": 34620, + "estimated_input_tokens": 8655, + "estimated_eval_tokens": 17566 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Mostly unrelated bug reports. The only strong duplicate candidate is the macOS gateway/launchd restart failure pair; the rest differ by subsystem, symptom, or root cause.", + "confidence": 0.91, + "canonical_issue_reason": "issue:55222 is the clearest root-cause report for the macOS launchd/LaunchAgent lifecycle failure and best represents the only likely duplicate pair.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:55222 is the strongest global issue choice because it most directly states the underlying bug and matches the only accepted near-duplicate.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:33568", + "right": "issue:64975", + "accept": false, + "reason": "Different products and failures: Telegram Topics memory logging vs missing QA scenario pack." + }, + { + "left": "issue:37465", + "right": "issue:67051", + "accept": false, + "reason": "Unrelated: model tool-call schema validation vs WebUI config validation for disabling a skill." + }, + { + "left": "issue:53010", + "right": "issue:68602", + "accept": false, + "reason": "Feature requests for different chat surfaces; no shared bug path." + }, + { + "left": "issue:53689", + "right": "issue:68222", + "accept": false, + "reason": "Model-not-found/provider lookup issue vs Kimi Code tool-call interruption behavior." + }, + { + "left": "issue:64274", + "right": "issue:66952", + "accept": false, + "reason": "Different auth problems: MiniMax profile resolution vs Codex OAuth refresh race." + }, + { + "left": "issue:63862", + "right": "issue:67908", + "accept": false, + "reason": "WSL pnpm execution bug vs Docker package resolution failure; unrelated causes." + }, + { + "left": "issue:34324", + "right": "issue:66953", + "accept": false, + "reason": "Both involve routing, but one duplicates chat delivery across channels while the other writes transcripts to the wrong agent session." + }, + { + "left": "issue:65000", + "right": "issue:65408", + "accept": false, + "reason": "Both mention reliability, but one is subagent completion durability and the other is Control UI token-rotation/session persistence." + }, + { + "left": "issue:51036", + "right": "issue:68285", + "accept": false, + "reason": "Different failures: empty payloads/usage on a provider vs CPU/tools/memory issues on Node v25.9." + }, + { + "left": "issue:59228", + "right": "issue:67724", + "accept": false, + "reason": "Slash-command argument stripping is a different dispatch path than interactiveReplies button handling." + }, + { + "left": "issue:34324", + "right": "issue:53559", + "accept": false, + "reason": "Both are misrouting bugs, but they affect different channels and reply paths." + }, + { + "left": "issue:52175", + "right": "issue:64618", + "accept": false, + "reason": "Different registration omissions in different startup flows; not the same bug." + }, + { + "left": "issue:63863", + "right": "issue:68451", + "accept": false, + "reason": "One is sidecar startup blocked by chat.history, the other is a sidecar killing the main gateway." + }, + { + "left": "issue:52433", + "right": "issue:53169", + "accept": false, + "reason": "Plugin version rollback vs dashboard upgrade/service migration failure; different change paths." + }, + { + "left": "issue:64966", + "right": "issue:67989", + "accept": false, + "reason": "Timeout-driven fallback vs provider routing failure; same broad area but not the same concrete bug." + }, + { + "left": "issue:31514", + "right": "issue:64876", + "accept": false, + "reason": "Duplicate delivery to Slack DM is not the same as repeated text inside a single agent message." + }, + { + "left": "issue:65431", + "right": "issue:67491", + "accept": false, + "reason": "Both involve image tooling, but one is capability/config mismatch and the other is URL-to-base64 preprocessing." + }, + { + "left": "issue:65495", + "right": "issue:65990", + "accept": false, + "reason": "Both touch browser/CDP on WSL2, but one is SSRF blocking localhost and the other is managed Chrome websocket reachability." + }, + { + "left": "issue:64599", + "right": "issue:65277", + "accept": false, + "reason": "Dreaming/light-sleep scheduling issues with different symptoms and code paths." + }, + { + "left": "issue:53881", + "right": "issue:65079", + "accept": false, + "reason": "Control UI layout bug vs dependency security/vulnerability report; unrelated." + }, + { + "left": "issue:67030", + "right": "issue:68386", + "accept": false, + "reason": "Both involve session delivery, but one is heartbeat relays/persona leakage and the other is async completion notification routed to the wrong session." + }, + { + "left": "issue:67834", + "right": "issue:68215", + "accept": false, + "reason": "Unrelated provider endpoint/auth resolution bug vs config schema validation regression." + }, + { + "left": "issue:66531", + "right": "issue:66534", + "accept": false, + "reason": "A feature request for abort RPC and a separate lifecycle payload bug are related in theme but not the same change or defect." + }, + { + "left": "issue:55222", + "right": "issue:63128", + "accept": true, + "reason": "Both describe the same macOS launchd/LaunchAgent lifecycle bug: gateway stop/restart leaves the service unloaded and the gateway cannot start again without re-bootstrap." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The main conclusion is grounded in the packet: issue:55222 and issue:63128 clearly describe the same macOS gateway/launchd restart failure, and the other pair verdicts stay conservative. The only mild concern is the phrase about an 'accepted near-duplicate,' which is not evidenced in the packet, but it does not materially change the selection." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 199, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:29670", + "issue:30924", + "issue:31043", + "issue:34528", + "issue:34582", + "issue:34665", + "issue:34875", + "issue:41972", + "issue:43305", + "issue:46002", + "issue:49071", + "issue:51174", + "issue:51521", + "issue:51780", + "issue:52488", + "issue:53310", + "issue:53322", + "issue:53751", + "issue:53753", + "issue:53785", + "issue:53925", + "issue:55807", + "issue:59162", + "issue:62276", + "issue:62819", + "issue:64378", + "issue:65050", + "issue:65079", + "issue:65309", + "issue:65430", + "issue:65448", + "issue:65581", + "issue:65665", + "issue:66280", + "issue:66500", + "issue:66573", + "issue:66679", + "issue:66952", + "issue:67576", + "issue:67696", + "issue:67907", + "issue:67994", + "issue:68113", + "issue:68285", + "issue:68410", + "issue:68436", + "issue:68576", + "issue:68784" + ], + "soft_pairs": [ + "issue:53751|issue:66280", + "issue:55807|issue:65050", + "issue:29670|issue:52488", + "issue:59162|issue:66952", + "issue:53322|issue:66679", + "issue:30924|issue:31043", + "issue:65448|issue:68436", + "issue:34528|issue:34665", + "issue:43305|issue:67576", + "issue:51174|issue:67907", + "issue:67696|issue:68113", + "issue:65050|issue:65665", + "issue:51780|issue:66573", + "issue:53310|issue:62819", + "issue:34875|issue:51521", + "issue:66500|issue:68576", + "issue:41972|issue:64378", + "issue:46002|issue:65581", + "issue:49071|issue:65079", + "issue:53785|issue:68285", + "issue:34665|issue:53753", + "issue:34582|issue:65430", + "issue:62276|issue:67994", + "issue:53925|issue:68784", + "issue:65309|issue:68410" + ], + "prepared_review_unit_hash": "2cccfba18fefbd40d94f5887e0b30f7eb685637bf187b9c9f80ab34e3b23be0e", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 25, + "serialized_chars": 35847, + "estimated_input_tokens": 8962, + "estimated_eval_tokens": 18180 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "The soft pairs are mostly superficial matches across unrelated bugs. They share broad words like approval, pairing, tools, or image handling, but not the same concrete failure mode or code path, so none should be deduplicated together.", + "confidence": 0.94, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": null, + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:53751", + "right": "issue:66280", + "accept": false, + "reason": "Different failures: Google image generation auth/header handling vs model override routing returning 500." + }, + { + "left": "issue:55807", + "right": "issue:65050", + "accept": false, + "reason": "Both involve agent/session behavior, but one is Discord thread rendering and the other is vision/tool exposure stalling." + }, + { + "left": "issue:29670", + "right": "issue:52488", + "accept": false, + "reason": "Both mention pairing/permissions, but one is Tailscale serve UI access and the other is operator scope reporting." + }, + { + "left": "issue:59162", + "right": "issue:66952", + "accept": false, + "reason": "Approval ID expiry/lookup bug vs OAuth refresh-token race; different auth paths and symptoms." + }, + { + "left": "issue:53322", + "right": "issue:66679", + "accept": false, + "reason": "Both affect tool execution timing, but one is browser actions running late and the other is chat-triggered tools not executing in messaging channels." + }, + { + "left": "issue:30924", + "right": "issue:31043", + "accept": false, + "reason": "Configuration ignored vs approval ID slug/UUID mismatch; unrelated code paths." + }, + { + "left": "issue:65448", + "right": "issue:68436", + "accept": false, + "reason": "Both are incomplete model outputs, but different providers and mechanisms: Gemini/Vertex empties vs OpenRouter payloads=0." + }, + { + "left": "issue:34528", + "right": "issue:34665", + "accept": false, + "reason": "Both are Feishu bugs, but one is reaction message_id parsing and the other is user_id mapping with a Discord ID." + }, + { + "left": "issue:43305", + "right": "issue:67576", + "accept": false, + "reason": "OpenAI Responses schema/id-length failure is not the same as provider resolution falling back to openai-codex." + }, + { + "left": "issue:51174", + "right": "issue:67907", + "accept": false, + "reason": "Probe/status display truncation and OpenRouter payload collapse are different defects." + }, + { + "left": "issue:67696", + "right": "issue:68113", + "accept": false, + "reason": "Serialization artifacts in outbound messages vs Mattermost slash-command initialization failure." + }, + { + "left": "issue:65050", + "right": "issue:65665", + "accept": false, + "reason": "Both involve vision/images, but one is tool-exposure/session stalling and the other is stale image data reuse." + }, + { + "left": "issue:51780", + "right": "issue:66573", + "accept": false, + "reason": "UI running indicator lifecycle bug vs API limit validation on chat.history; not the same issue." + }, + { + "left": "issue:53310", + "right": "issue:62819", + "accept": false, + "reason": "Both are announcement delivery problems, but one is Feishu card JSON parsing and the other is QQ isolated-session send failure." + }, + { + "left": "issue:34875", + "right": "issue:51521", + "accept": false, + "reason": "Both are feature requests about language/customization, but notification text i18n is distinct from reasoning-language support." + }, + { + "left": "issue:66500", + "right": "issue:68576", + "accept": false, + "reason": "Chinese filename mojibake is an encoding bug; Feishu slowness in mainland China is a performance/network issue." + }, + { + "left": "issue:41972", + "right": "issue:64378", + "accept": false, + "reason": "Different session-scoping bugs: skills filter not applied vs routed workspace cwd ignored." + }, + { + "left": "issue:46002", + "right": "issue:65581", + "accept": false, + "reason": "Different message-flow defects: missing intermediate text before tool calls vs duplicate Discord replies." + }, + { + "left": "issue:49071", + "right": "issue:65079", + "accept": false, + "reason": "Duplicate workspaces on Feishu switch is unrelated to deprecated-package vulnerability reporting." + }, + { + "left": "issue:53785", + "right": "issue:68285", + "accept": false, + "reason": "Missing Linux crypto binary packaging vs Node v25/Matrix CPU and tool regressions." + }, + { + "left": "issue:34665", + "right": "issue:53753", + "accept": false, + "reason": "Feishu user_id mapping bug is unrelated to control UI model picker concatenating provider/model IDs." + }, + { + "left": "issue:34582", + "right": "issue:65430", + "accept": false, + "reason": "WhatsApp message visibility depends on terminal typing; BlueBubbles issue is missing inbound image attachments." + }, + { + "left": "issue:62276", + "right": "issue:67994", + "accept": false, + "reason": "Startup port collision for a schedule config vs local Ollama reply failure in TUI; different failures." + }, + { + "left": "issue:53925", + "right": "issue:68784", + "accept": false, + "reason": "/btw failing on one model is not the same as app-server approval/prompt propagation causing rejected MCP calls." + }, + { + "left": "issue:65309", + "right": "issue:68410", + "accept": false, + "reason": "Both are Active Memory related, but one is runtime blocking/timeouts and the other is config clamping of timeoutMs." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 200, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:17101", + "issue:29506", + "issue:30242", + "issue:30923", + "issue:31414", + "issue:32871", + "issue:32913", + "issue:32949", + "issue:33124", + "issue:33133", + "issue:34308", + "issue:35035", + "issue:37344", + "issue:42870", + "issue:49885", + "issue:50971", + "issue:52766", + "issue:53137", + "issue:53409", + "issue:53745", + "issue:54076", + "issue:58235", + "issue:62960", + "issue:63704", + "issue:64244", + "issue:64407", + "issue:64465", + "issue:64667", + "issue:64710", + "issue:64762", + "issue:64947", + "issue:65043", + "issue:65125", + "issue:65309", + "issue:65400", + "issue:65917", + "issue:66125", + "issue:66262", + "issue:66519", + "issue:66561", + "issue:66679", + "issue:66979", + "issue:67056", + "issue:67750", + "issue:67852", + "issue:68256", + "issue:68305" + ], + "soft_pairs": [ + "issue:31414|issue:32913", + "issue:32949|issue:53745", + "issue:30242|issue:34308", + "issue:32871|issue:64710", + "issue:64244|issue:65043", + "issue:65125|issue:66679", + "issue:54076|issue:62960", + "issue:63704|issue:66519", + "issue:33124|issue:35035", + "issue:42870|issue:66125", + "issue:50971|issue:66979", + "issue:65309|issue:65400", + "issue:66561|issue:67750", + "issue:58235|issue:67056", + "issue:37344|issue:67852", + "issue:49885|issue:53137", + "issue:33133|issue:68256", + "issue:29506|issue:53409", + "issue:52766|issue:64407", + "issue:30923|issue:64465", + "issue:64667|issue:64947", + "issue:66262|issue:67056", + "issue:62960|issue:64762", + "issue:17101|issue:65917", + "issue:29506|issue:68305" + ], + "prepared_review_unit_hash": "61f3b0dc5e67f63332d89c6cd6a3c3beaa1112bad93a8520a54ca8534f703661", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 25, + "serialized_chars": 34819, + "estimated_input_tokens": 8705, + "estimated_eval_tokens": 17666 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Most items are unrelated bugs across different integrations and code paths; only the two OpenAI Codex OAuth scope reports look like the same underlying issue. All other soft pairs should be rejected.", + "confidence": 0.97, + "canonical_issue_reason": "issue:64947 is the clearest active report of the same OpenAI Codex OAuth scope bug, with the specific unauthorized scopes named in the title and enough detail to serve as the duplicate target.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:64947 is the best issue to keep as the cluster representative: it is open, specific, and describes the exact scope mismatch more clearly than the broader invalid-scope report.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:31414", + "right": "issue:32913", + "accept": false, + "reason": "Both mention version mismatch, but one is about npm/systemd service version propagation and the other about status UI reading the wrong stored version; different bugs." + }, + { + "left": "issue:32949", + "right": "issue:53745", + "accept": false, + "reason": "Telegram topic misrouting after retry is not the same as a gateway freeze that stops polling; different symptoms and code paths." + }, + { + "left": "issue:30242", + "right": "issue:34308", + "accept": false, + "reason": "Both involve subagents and chat platforms, but one is a Discord no_active_run spawn failure and the other is Telegram delivery failure; not the same bug." + }, + { + "left": "issue:32871", + "right": "issue:64710", + "accept": false, + "reason": "Different providers and failures: API format error for routellm/gpt-5 versus Ollama agent timeout." + }, + { + "left": "issue:64244", + "right": "issue:65043", + "accept": false, + "reason": "Both are routing-related, but one is a MiniMax image path bypass and the other is Slack thread-routing leakage; not the same concrete change." + }, + { + "left": "issue:65125", + "right": "issue:66679", + "accept": false, + "reason": "Browser attach failures on macOS are unrelated to chat-triggered tools/actions not executing." + }, + { + "left": "issue:54076", + "right": "issue:62960", + "accept": false, + "reason": "OAuth/login redirect loop is unrelated to Slack private file image fetching broken by an SSRF redirect fix." + }, + { + "left": "issue:63704", + "right": "issue:66519", + "accept": false, + "reason": "UI Form-to-Raw mode syntax error is unrelated to duplicate subagent completion delivery." + }, + { + "left": "issue:33124", + "right": "issue:35035", + "accept": false, + "reason": "Both touch allowedOrigins/origin checks, but one is doctor auto-seeding for loopback deployments and the other is runtime rejection of app://localhost; not clearly the same bug." + }, + { + "left": "issue:42870", + "right": "issue:66125", + "accept": false, + "reason": "Cloudflare 403 triggered by backticks is a content-dependent proxy issue, not the same as fallback completion failing through an OpenAI-compatible proxy." + }, + { + "left": "issue:50971", + "right": "issue:66979", + "accept": false, + "reason": "Custom cloud port support is a feature request; sandbox limit is a different feature request." + }, + { + "left": "issue:65309", + "right": "issue:65400", + "accept": false, + "reason": "Active Memory timeouts are unrelated to the browser --help command booting the full app." + }, + { + "left": "issue:66561", + "right": "issue:67750", + "accept": false, + "reason": "Both mention embedded timeouts, but one is an openai-codex SSE abort and the other is auto-compaction fallback behavior; not the same code-path problem." + }, + { + "left": "issue:58235", + "right": "issue:67056", + "accept": false, + "reason": "Missing thought_signature in tool calls is unrelated to provider headers not being preserved for image runtime requests." + }, + { + "left": "issue:37344", + "right": "issue:67852", + "accept": false, + "reason": "A fetch/proxy failure is not the same as a Discord tool schema-validation error." + }, + { + "left": "issue:49885", + "right": "issue:53137", + "accept": false, + "reason": "google-vertex credential lookup failure is unrelated to an empty issue stub." + }, + { + "left": "issue:33133", + "right": "issue:68256", + "accept": false, + "reason": "MiniMax response delivery to TUI/WebChat is different from per-agent auth profiles causing empty OpenRouter responses." + }, + { + "left": "issue:29506", + "right": "issue:53409", + "accept": false, + "reason": "Slack missing_scope with channel names is unrelated to Telegram exec approval message scoping." + }, + { + "left": "issue:52766", + "right": "issue:64407", + "accept": false, + "reason": "Both are gateway/CLI connectivity bugs, but the first is a WebSocket handshake timeout and the second is a later connect failure after heartbeat config changes." + }, + { + "left": "issue:30923", + "right": "issue:64465", + "accept": false, + "reason": "The second item has no usable title/content, so it cannot be the same issue." + }, + { + "left": "issue:64667", + "right": "issue:64947", + "accept": true, + "reason": "Both describe the same OpenAI Codex OAuth scope mismatch during login; one is the broader invalid-scope report and the other names the specific unauthorized scopes." + }, + { + "left": "issue:66262", + "right": "issue:67056", + "accept": false, + "reason": "Stale Codex thread binding after gateway reset is unrelated to image-runtime provider header handling." + }, + { + "left": "issue:62960", + "right": "issue:64762", + "accept": false, + "reason": "Both are SSRF-related regressions, but one breaks Slack private file downloads and the other corrupts multipart audio transcription bodies; different paths." + }, + { + "left": "issue:17101", + "right": "issue:65917", + "accept": false, + "reason": "Telegram voice transcription is unrelated to an empty issue stub." + }, + { + "left": "issue:29506", + "right": "issue:68305", + "accept": false, + "reason": "Slack missing_scope and a Telegram-only warning string are different products and different bugs." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The conclusion is grounded in the packet and stays conservative. The only accepted soft pair, issue:64667 vs issue:64947, is well supported by the titles and looks like the same OpenAI Codex OAuth scope problem, with 64947 appropriately chosen as the clearer open representative. The remaining soft-edge rejections are cautious and consistent with the available evidence." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 201, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:30314", + "issue:30818", + "issue:30908", + "issue:30917", + "issue:31414", + "issue:32622", + "issue:33263", + "issue:33456", + "issue:33526", + "issue:33943", + "issue:34534", + "issue:36170", + "issue:36635", + "issue:47563", + "issue:49071", + "issue:52773", + "issue:53010", + "issue:53310", + "issue:53881", + "issue:53932", + "issue:56957", + "issue:57256", + "issue:62880", + "issue:63725", + "issue:63740", + "issue:63877", + "issue:63923", + "issue:64174", + "issue:64302", + "issue:64480", + "issue:64599", + "issue:65182", + "issue:65189", + "issue:65309", + "issue:65424", + "issue:65538", + "issue:65600", + "issue:65613", + "issue:65656", + "issue:65790", + "issue:66288", + "issue:66390", + "issue:66702", + "issue:67537", + "issue:68003", + "issue:68059", + "issue:68108", + "issue:68215" + ], + "soft_pairs": [ + "issue:30314|issue:33943", + "issue:30908|issue:32622", + "issue:33263|issue:36170", + "issue:47563|issue:64599", + "issue:53010|issue:67537", + "issue:53881|issue:63877", + "issue:65309|issue:65600", + "issue:66288|issue:66702", + "issue:53310|issue:64480", + "issue:33456|issue:33526", + "issue:49071|issue:68003", + "issue:68059|issue:68108", + "issue:63923|issue:64302", + "issue:65538|issue:65613", + "issue:31414|issue:66390", + "issue:56957|issue:64174", + "issue:30818|issue:65189", + "issue:52773|issue:65182", + "issue:53932|issue:63725", + "issue:57256|issue:68215", + "issue:62880|issue:63740", + "issue:65424|issue:65656", + "issue:30917|issue:34534", + "issue:36635|issue:65790" + ], + "prepared_review_unit_hash": "27e5bba67eff4ce3a9630b347fbe09b60fe45f9dfffc62adacc24605d5a84155", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 35359, + "estimated_input_tokens": 8840, + "estimated_eval_tokens": 17936 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "No duplicate cluster here: the soft pairs are mostly superficially similar but describe different bugs, features, or code paths. Several items are Feishu-related, but they concern distinct failures (startup, reply fallback, cron announcement, group chat delivery, config warnings) rather than one underlying issue.", + "confidence": 0.93, + "canonical_issue_reason": "Issue 53310 is the clearest, most self-contained Feishu bug report in the set and has explicit failure details; however, it should be treated as a representative issue, not a duplicate target for the others.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 53310 is the best single issue to anchor this cluster because it is specific, actionable, and has the strongest evidence among the Feishu delivery reports.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:30314", + "right": "issue:33943", + "accept": false, + "reason": "Both are Feishu channel problems, but one is cron announce mode to group chats and the other is regular messages getting no response; different behavior and likely different paths." + }, + { + "left": "issue:30908", + "right": "issue:32622", + "accept": false, + "reason": "Config duplicate-plugin warning vs a text inspection 400 error are unrelated bugs." + }, + { + "left": "issue:33263", + "right": "issue:36170", + "accept": false, + "reason": "Webchat duplicate assistant replies is unrelated to chat.inject failing when transcript file is missing." + }, + { + "left": "issue:47563", + "right": "issue:64599", + "accept": false, + "reason": "macOS sharp build failure is unrelated to light-sleep confidence handling." + }, + { + "left": "issue:53010", + "right": "issue:67537", + "accept": false, + "reason": "Wechat image sending feature request is unrelated to GitHub login failures." + }, + { + "left": "issue:53881", + "right": "issue:63877", + "accept": false, + "reason": "UI scroll-height bug is unrelated to Firecrawl http/self-hosted connection failure." + }, + { + "left": "issue:65309", + "right": "issue:65600", + "accept": false, + "reason": "Direct-chat slowdown/timeouts from Active Memory are different from totalTokensFresh causing skipped compaction later." + }, + { + "left": "issue:66288", + "right": "issue:66702", + "accept": false, + "reason": "Both mention images, but one is chat image disappearance/agent not receiving content and the other is vision contamination from stale images; different defects." + }, + { + "left": "issue:53310", + "right": "issue:64480", + "accept": false, + "reason": "Feishu card parse error in cron announcements is unrelated to BlueBubbles send-method configuration." + }, + { + "left": "issue:33456", + "right": "issue:33526", + "accept": false, + "reason": "Re-fetching bot info after preflight is different from reply fallback being bypassed when the SDK throws." + }, + { + "left": "issue:49071", + "right": "issue:68003", + "accept": false, + "reason": "Duplicate workspaces on Feishu client switch is unrelated to duplicated section titles in Control UI settings pages." + }, + { + "left": "issue:68059", + "right": "issue:68108", + "accept": false, + "reason": "Browser snapshot API mismatch is unrelated to remote CDP status/tabs false-negatives from missing ssrfPolicy." + }, + { + "left": "issue:63923", + "right": "issue:64302", + "accept": false, + "reason": "Auto-compaction not triggering with custom contextWindow is distinct from compaction settings being ignored and overflowing context." + }, + { + "left": "issue:65538", + "right": "issue:65613", + "accept": false, + "reason": "Screen reader aria-live spam is unrelated to Discord stale-socket restart health monitoring." + }, + { + "left": "issue:31414", + "right": "issue:66390", + "accept": false, + "reason": "npm update/systemd version mismatch is different from macOS update file-lock startup crashes." + }, + { + "left": "issue:56957", + "right": "issue:64174", + "accept": false, + "reason": "WhatsApp allowlist regression and openai-codex OAuth 403 failures are unrelated." + }, + { + "left": "issue:30818", + "right": "issue:65189", + "accept": false, + "reason": "Pasted images not sent to backend is unrelated to memory context blocks leaking to UI." + }, + { + "left": "issue:52773", + "right": "issue:65182", + "accept": false, + "reason": "WhatsApp listener failures are unrelated to Control UI not stripping final tags." + }, + { + "left": "issue:53932", + "right": "issue:63725", + "accept": false, + "reason": "Slack image optimization feature request is unrelated to Web chat file upload feature request." + }, + { + "left": "issue:57256", + "right": "issue:68215", + "accept": false, + "reason": "Status false-negative for openclaw-mem0 availability is unrelated to update-time anonymousTelemetryId config corruption." + }, + { + "left": "issue:62880", + "right": "issue:63740", + "accept": false, + "reason": "Missing published-package file in Telegram extension is unrelated to dist/run-main corruption syntax errors." + }, + { + "left": "issue:65424", + "right": "issue:65656", + "accept": false, + "reason": "Minimax image attachments being dropped is different from LINE text+table flex messages getting 429 and being dropped." + }, + { + "left": "issue:30917", + "right": "issue:34534", + "accept": false, + "reason": "Telegram/model-specific nonfunctional bug is unrelated to updater corrupting daemon." + }, + { + "left": "issue:36635", + "right": "issue:65790", + "accept": false, + "reason": "GIFs causing vision-model HTTP 400 is not the same as the Web UI failing to attach images to messages." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 202, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:25303", + "issue:31043", + "issue:31414", + "issue:32189", + "issue:32638", + "issue:32871", + "issue:33639", + "issue:33943", + "issue:34472", + "issue:34659", + "issue:34901", + "issue:37548", + "issue:51780", + "issue:52292", + "issue:52766", + "issue:53494", + "issue:53733", + "issue:53932", + "issue:55345", + "issue:60102", + "issue:63923", + "issue:63997", + "issue:64476", + "issue:64480", + "issue:64765", + "issue:64794", + "issue:64831", + "issue:64835", + "issue:65050", + "issue:65076", + "issue:65214", + "issue:65317", + "issue:65517", + "issue:65721", + "issue:65832", + "issue:65860", + "issue:65949", + "issue:66635", + "issue:67072", + "issue:67327", + "issue:67792", + "issue:67858", + "issue:67974", + "issue:68003", + "issue:68139", + "issue:68472", + "issue:68587", + "issue:68707" + ], + "soft_pairs": [ + "issue:52292|issue:68003", + "issue:63923|issue:65832", + "issue:67858|issue:68472", + "issue:32871|issue:34472", + "issue:60102|issue:65317", + "issue:64765|issue:66635", + "issue:52766|issue:64476", + "issue:32189|issue:63997", + "issue:37548|issue:67974", + "issue:53733|issue:53932", + "issue:55345|issue:65721", + "issue:65860|issue:68139", + "issue:31414|issue:34901", + "issue:53494|issue:65517", + "issue:64480|issue:64831", + "issue:64835|issue:67327", + "issue:32638|issue:67792", + "issue:33639|issue:64794", + "issue:65050|issue:65949", + "issue:33943|issue:67072", + "issue:51780|issue:68587", + "issue:65076|issue:65214", + "issue:25303|issue:31043", + "issue:34659|issue:68707" + ], + "prepared_review_unit_hash": "d9c6bc38420a39244b20d6310d0b0bd7b9983a02585675fe032ce6940e1f43a0", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 35386, + "estimated_input_tokens": 8847, + "estimated_eval_tokens": 17950 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This cluster is a set of unrelated bug/feature reports that only look similar at a superficial wording level. I would not merge any of the soft edges; they target different subsystems, code paths, and failure modes.", + "confidence": 0.98, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": null, + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:52292", + "right": "issue:68003", + "accept": false, + "reason": "One is about duplicate image sends from a skill/media flow; the other is duplicate section titles in Control UI settings pages. Different surfaces and root causes." + }, + { + "left": "issue:63923", + "right": "issue:65832", + "accept": false, + "reason": "Auto-compaction/context window behavior is unrelated to custom provider recognition in the image tool." + }, + { + "left": "issue:67858", + "right": "issue:68472", + "accept": false, + "reason": "Sticky fallback model persistence after failure is distinct from explicit-session turns losing model overrides on the next turn." + }, + { + "left": "issue:32871", + "right": "issue:34472", + "accept": false, + "reason": "One is a response format mismatch for routellm/gpt-5; the other is Google API field compatibility. Different providers and errors." + }, + { + "left": "issue:60102", + "right": "issue:65317", + "accept": false, + "reason": "Telegram thread binding/session staleness is unrelated to sandbox write helper failures requiring Python." + }, + { + "left": "issue:64765", + "right": "issue:66635", + "accept": false, + "reason": "Active Memory search returning NONE is a retrieval problem; WhatsApp inline MEDIA send failure is a messaging attachment path bug." + }, + { + "left": "issue:52766", + "right": "issue:64476", + "accept": false, + "reason": "Both involve gateway/RPC timeouts, but one is local loopback handshake failure on non-systemd env and the other is Windows partial RPC failures; not the same concrete bug." + }, + { + "left": "issue:32189", + "right": "issue:63997", + "accept": false, + "reason": "Wrong model reporting in Discord is unrelated to the empty-title issue." + }, + { + "left": "issue:37548", + "right": "issue:67974", + "accept": false, + "reason": "Duplicate Feishu plugin-id warning is a config-key collision; hot-reload losing Feishu credentials is a separate state-loss bug." + }, + { + "left": "issue:53733", + "right": "issue:53932", + "accept": false, + "reason": "Intel Mac app support and Slack image optimization are different feature requests with no shared underlying change." + }, + { + "left": "issue:55345", + "right": "issue:65721", + "accept": false, + "reason": "Feishu multi-agent config behavior is unrelated to agents self-destructing via configuration modification." + }, + { + "left": "issue:65860", + "right": "issue:68139", + "accept": false, + "reason": "Missing docs anchor error text is not the same as broken localized provider links." + }, + { + "left": "issue:31414", + "right": "issue:34901", + "accept": false, + "reason": "Both are version-update complaints, but one is npm/systemd service mismatch and the other is macOS LaunchAgent plist version not updating; different packaging paths." + }, + { + "left": "issue:53494", + "right": "issue:65517", + "accept": false, + "reason": "Plugin registry corruption after image messages is distinct from an embedded sub-agent blocking the event loop and starving Telegram polling." + }, + { + "left": "issue:64480", + "right": "issue:64831", + "accept": false, + "reason": "BlueBubbles send-method configuration is unrelated to cron/chat-triggered exec instability and Telegram catch-up delivery." + }, + { + "left": "issue:64835", + "right": "issue:67327", + "accept": false, + "reason": "A vec0 shadow-table population failure is not the same as memory-wiki bridge artifacts reporting zero." + }, + { + "left": "issue:32638", + "right": "issue:67792", + "accept": false, + "reason": "Groq reasoning_effort 400 errors are unrelated to Telegram model menu display formatting." + }, + { + "left": "issue:33639", + "right": "issue:64794", + "accept": false, + "reason": "WebUI showing lastRunVersion is a display bug; minimax-portal OAuth configPatch missing fields is a wizard/config generation bug." + }, + { + "left": "issue:65050", + "right": "issue:65949", + "accept": false, + "reason": "Inbound-images vision stall with exposed dynamic image tool is not the same as Discord thread sessions not picking up browser capability." + }, + { + "left": "issue:33943", + "right": "issue:67072", + "accept": false, + "reason": "Feishu regular messages not responding is a channel integration bug; webchat message display timing is a UI rendering issue." + }, + { + "left": "issue:51780", + "right": "issue:68587", + "accept": false, + "reason": "UI running indicator stuck after subagent completion is unrelated to MCP tools/list being sent as a notification instead of a request." + }, + { + "left": "issue:65076", + "right": "issue:65214", + "accept": false, + "reason": "Audio transcription failure on OGG/Opus and bundled ElevenLabs extension not loading are separate provider/extension issues." + }, + { + "left": "issue:25303", + "right": "issue:31043", + "accept": false, + "reason": "Verbose exec output omission is unrelated to approval ID slug/UUID mismatch." + }, + { + "left": "issue:34659", + "right": "issue:68707", + "accept": false, + "reason": "Openclaw TUI reply display timing is a UI issue; include_usage missing from openai-completions affects token tracking and streaming metadata." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 203, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:29670", + "issue:30242", + "issue:30308", + "issue:30768", + "issue:31247", + "issue:31280", + "issue:32532", + "issue:34111", + "issue:34520", + "issue:34656", + "issue:34992", + "issue:35072", + "issue:35589", + "issue:35851", + "issue:42446", + "issue:49347", + "issue:50260", + "issue:51123", + "issue:51658", + "issue:52292", + "issue:52397", + "issue:52510", + "issue:53363", + "issue:53556", + "issue:53709", + "issue:53726", + "issue:57055", + "issue:61211", + "issue:62678", + "issue:62960", + "issue:64794", + "issue:64836", + "issue:65107", + "issue:65375", + "issue:65470", + "issue:66281", + "issue:66288", + "issue:66403", + "issue:66423", + "issue:66433", + "issue:66647", + "issue:66799", + "issue:67170", + "issue:67502", + "issue:67797", + "issue:68172", + "issue:68299", + "issue:68623" + ], + "soft_pairs": [ + "issue:66799|issue:67797", + "issue:35851|issue:66281", + "issue:57055|issue:68299", + "issue:30242|issue:30768", + "issue:30308|issue:50260", + "issue:31247|issue:34656", + "issue:34111|issue:67170", + "issue:42446|issue:62678", + "issue:31280|issue:52510", + "issue:34992|issue:66433", + "issue:64794|issue:64836", + "issue:65470|issue:67502", + "issue:52292|issue:53363", + "issue:53709|issue:68623", + "issue:66288|issue:66647", + "issue:49347|issue:61211", + "issue:66403|issue:66423", + "issue:53726|issue:65375", + "issue:32532|issue:35851", + "issue:62960|issue:65107", + "issue:30768|issue:52397", + "issue:51658|issue:53556", + "issue:51123|issue:68172", + "issue:29670|issue:34520", + "issue:35072|issue:35589" + ], + "prepared_review_unit_hash": "c61cd101db533de827c6d8549b1e1f5c02a8361492f95b9eaeb40b69986972dd", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 25, + "serialized_chars": 35345, + "estimated_input_tokens": 8837, + "estimated_eval_tokens": 17930 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This cluster is a broad false positive: the items span unrelated bugs across browser relay, gateway/LaunchAgent, messaging channels, auth, build tooling, and model/provider issues. None of the soft pairs look like the same underlying bug or change, so all soft edges are rejected.", + "confidence": 0.93, + "canonical_issue_reason": "No single canonical issue fits this cluster because the issues are heterogeneous and do not share one concrete bug or code path.", + "canonical_pr_reason": null, + "best_issue_reason": "No issue is a good global representative; the cluster does not center on one duplicate-defining problem.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:66799", + "right": "issue:67797", + "accept": false, + "reason": "Arbitrary workspace file access and OpenRouter reasoning-cache behavior are unrelated bugs in different code paths." + }, + { + "left": "issue:35851", + "right": "issue:66281", + "accept": false, + "reason": "Both involve browser relay/Chrome, but one is a relay status/UI mismatch and the other is a macOS CDP attach failure." + }, + { + "left": "issue:57055", + "right": "issue:68299", + "accept": false, + "reason": "These are different config-regression reports in different plugins; shared SSRF/privacy wording is too broad to indicate the same bug." + }, + { + "left": "issue:30242", + "right": "issue:30768", + "accept": false, + "reason": "A thread-bound subagent run failure and an Enterprise WeChat duplicate-message bug are unrelated." + }, + { + "left": "issue:30308", + "right": "issue:50260", + "accept": false, + "reason": "Both are Feishu-related, but one is a receive-format break and the other is duplicate streamed message segments; not the same defect." + }, + { + "left": "issue:31247", + "right": "issue:34656", + "accept": false, + "reason": "Dashboard schema/usage/health issues and a send-time 401 auth error after config change are not the same code-path problem." + }, + { + "left": "issue:34111", + "right": "issue:67170", + "accept": false, + "reason": "Nextcloud Talk webhook delivery and Telegram audio delivery are distinct integrations with different failures." + }, + { + "left": "issue:42446", + "right": "issue:62678", + "accept": false, + "reason": "Tool-output leakage into chat and a content-filter/wording question are unrelated." + }, + { + "left": "issue:31280", + "right": "issue:52510", + "accept": false, + "reason": "Both mention gateway LaunchAgent on macOS, but one is restart CLI failure and the other is a false cleanup hint; not the same bug." + }, + { + "left": "issue:34992", + "right": "issue:66433", + "accept": false, + "reason": "Missing sqlite runtime support and node-llama-cpp removal are different dependency breakages." + }, + { + "left": "issue:64794", + "right": "issue:64836", + "accept": false, + "reason": "A missing configPatch in the wizard and auth config lost after npm upgrade are separate problems." + }, + { + "left": "issue:65470", + "right": "issue:67502", + "accept": false, + "reason": "Default concurrency serialization and nested-lane congestion with delivery-context corruption are different behaviors." + }, + { + "left": "issue:52292", + "right": "issue:53363", + "accept": false, + "reason": "Duplicate image sends and a Mistral 422 API failure are unrelated failures." + }, + { + "left": "issue:53709", + "right": "issue:68623", + "accept": false, + "reason": "Invalid GH_TOKEN leakage and MCP subprocess cleanup are different lifecycle issues." + }, + { + "left": "issue:66288", + "right": "issue:66647", + "accept": false, + "reason": "Webchat image disappearance and Telegram binary-caption prompt injection are distinct media-handling bugs." + }, + { + "left": "issue:49347", + "right": "issue:61211", + "accept": false, + "reason": "pnpm install failure and docker build failure are separate build-time issues." + }, + { + "left": "issue:66403", + "right": "issue:66423", + "accept": false, + "reason": "An approval popup layout problem and a tool-call parsing/rendering bug are unrelated." + }, + { + "left": "issue:53726", + "right": "issue:65375", + "accept": false, + "reason": "Antivirus/Trojan text and LINE webhook response blocking are unrelated." + }, + { + "left": "issue:32532", + "right": "issue:35851", + "accept": false, + "reason": "Both are browser relay issues, but one is startup deadlock while the other is post-attach status/UI drift; not one concrete bug." + }, + { + "left": "issue:62960", + "right": "issue:65107", + "accept": false, + "reason": "Slack private-file SSRF redirect regression and browser hostname-blocking SSRF policy are different regressions." + }, + { + "left": "issue:30768", + "right": "issue:52397", + "accept": false, + "reason": "Enterprise WeChat duplicate messages and a blank bug report are not meaningfully related as duplicates." + }, + { + "left": "issue:51658", + "right": "issue:53556", + "accept": false, + "reason": "Custom Brave Search baseUrl feature request and channel-compatibility suggestions are unrelated." + }, + { + "left": "issue:51123", + "right": "issue:68172", + "accept": false, + "reason": "Different model-provider image failures on different APIs/models; not the same underlying bug." + }, + { + "left": "issue:29670", + "right": "issue:34520", + "accept": false, + "reason": "Tailscale serve pairing and proxy model/tool-switch save behavior are unrelated." + }, + { + "left": "issue:35072", + "right": "issue:35589", + "accept": false, + "reason": "An iMessage health-monitor restart loop and TUI responses being routed to iMessage are different defects." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 204, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:30908", + "issue:30917", + "issue:31486", + "issue:32473", + "issue:33259", + "issue:33943", + "issue:35300", + "issue:36425", + "issue:44496", + "issue:50017", + "issue:51656", + "issue:52162", + "issue:52766", + "issue:52773", + "issue:53647", + "issue:53864", + "issue:53938", + "issue:56982", + "issue:59228", + "issue:61005", + "issue:61211", + "issue:63212", + "issue:63349", + "issue:63534", + "issue:63787", + "issue:64139", + "issue:64277", + "issue:64337", + "issue:64552", + "issue:65067", + "issue:65157", + "issue:65189", + "issue:65434", + "issue:65494", + "issue:65600", + "issue:65844", + "issue:65978", + "issue:66470", + "issue:66611", + "issue:66621", + "issue:66763", + "issue:67107", + "issue:67759", + "issue:67803", + "issue:67908", + "issue:68119", + "issue:68620", + "issue:68649" + ], + "soft_pairs": [ + "issue:53864|issue:67803", + "issue:32473|issue:65067", + "issue:53647|issue:66470", + "issue:65434|issue:66763", + "issue:33259|issue:65189", + "issue:52773|issue:65844", + "issue:56982|issue:63212", + "issue:63787|issue:64139", + "issue:35300|issue:53938", + "issue:66621|issue:67759", + "issue:68620|issue:68649", + "issue:61211|issue:67908", + "issue:63349|issue:65978", + "issue:36425|issue:64337", + "issue:30908|issue:68119", + "issue:61005|issue:66611", + "issue:52162|issue:52766", + "issue:30917|issue:67107", + "issue:64277|issue:65600", + "issue:50017|issue:51656", + "issue:31486|issue:44496", + "issue:33943|issue:65494", + "issue:63534|issue:64552", + "issue:59228|issue:65157" + ], + "prepared_review_unit_hash": "cc8fa20391a6adf46c43e5c86ad16dea32d7cbeda6e5fc6fc87ae3e2f4abe0e4", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 35006, + "estimated_input_tokens": 8752, + "estimated_eval_tokens": 17760 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This cluster is mostly heterogeneous, so most soft edges should be rejected. The strongest duplicate family is the session-hang / recovery failure pair (68620/68649); browser attachOnly connection issues and inbound-audio transcription omissions also look plausibly related, but the rest are false positives.", + "confidence": 0.62, + "canonical_issue_reason": "issue:68620 is the clearest and broadest statement of a real failure mode in the cluster: a hung session that never gets auto-killed and blocks recovery. It best represents the most convincing duplicate family here.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:68620 is the best overall representative because it is specific, high-impact, and generalizes naturally to the related pdf-tool hang subcase.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:53864", + "right": "issue:67803", + "accept": false, + "reason": "Different failure modes: one is permanent MCP unavailability after startup failure, the other is delayed run completion after response delivery." + }, + { + "left": "issue:32473", + "right": "issue:65067", + "accept": false, + "reason": "Unrelated bugs: device-identity requirements in Control UI vs Windows onboarding usage failure." + }, + { + "left": "issue:53647", + "right": "issue:66470", + "accept": false, + "reason": "Different code paths: isolated cron session boundary handling vs TUI/webchat turn-finalization/pondering state." + }, + { + "left": "issue:65434", + "right": "issue:66763", + "accept": true, + "reason": "Both are browser attachOnly/CDP connection problems in the same attach flow; one is a false-negative running check, the other an attach failure despite a valid debugger URL." + }, + { + "left": "issue:33259", + "right": "issue:65189", + "accept": false, + "reason": "Stale version display after upgrade is unrelated to UI-level context leakage from the memory engine." + }, + { + "left": "issue:52773", + "right": "issue:65844", + "accept": false, + "reason": "WhatsApp listener breakage and Codex multi-profile auth collapse are unrelated subsystems and symptoms." + }, + { + "left": "issue:56982", + "right": "issue:63212", + "accept": false, + "reason": "Gateway doctor/proxy-auth error is not the same bug as Matrix user verification failure." + }, + { + "left": "issue:63787", + "right": "issue:64139", + "accept": false, + "reason": "Path resolution in a completion command and SIGKILL during crontab execution are unrelated." + }, + { + "left": "issue:35300", + "right": "issue:53938", + "accept": false, + "reason": "Feishu heartbeat delivery misrouting and Feishu plugin duplication/restart instability are related only by channel name, not the same concrete bug." + }, + { + "left": "issue:66621", + "right": "issue:67759", + "accept": false, + "reason": "UI attachment rendering and image-model recognition against a provider base URL are different bugs." + }, + { + "left": "issue:68620", + "right": "issue:68649", + "accept": true, + "reason": "Same underlying session-liveness problem: a hung tool/API call is left running and blocks recovery/cleanup." + }, + { + "left": "issue:61211", + "right": "issue:67908", + "accept": false, + "reason": "Two different build/distribution failures with different causes and affected artifacts." + }, + { + "left": "issue:63349", + "right": "issue:65978", + "accept": true, + "reason": "Both describe missing audio transcription in direct-delivery inbound audio flows; same core ingestion/transcription bug, just on different channels." + }, + { + "left": "issue:36425", + "right": "issue:64337", + "accept": false, + "reason": "Heartbeat-related wording overlaps, but one is Telegram plugin load failure and the other is missing channel output delivery." + }, + { + "left": "issue:30908", + "right": "issue:68119", + "accept": false, + "reason": "The second item has no usable title/content here, so there is not enough evidence for a duplicate call." + }, + { + "left": "issue:61005", + "right": "issue:66611", + "accept": false, + "reason": "Android onboarding button state and browser attachOnly CDP connection are unrelated." + }, + { + "left": "issue:52162", + "right": "issue:52766", + "accept": false, + "reason": "Proxy-handling in remote embeddings and gateway loopback WebSocket timeout are different connection bugs." + }, + { + "left": "issue:30917", + "right": "issue:67107", + "accept": false, + "reason": "No meaningful evidence that these refer to the same Telegram bug; one side is effectively empty." + }, + { + "left": "issue:64277", + "right": "issue:65600", + "accept": false, + "reason": "Slack mention gating and token-freshness/compaction state are unrelated." + }, + { + "left": "issue:50017", + "right": "issue:51656", + "accept": false, + "reason": "Both involve fallback logic, but they affect different paths and failure conditions; not the same concrete bug." + }, + { + "left": "issue:31486", + "right": "issue:44496", + "accept": false, + "reason": "Both are image-tool related, but one is custom-provider support and the other is model recognition for LM Studio; too different to merge confidently." + }, + { + "left": "issue:33943", + "right": "issue:65494", + "accept": false, + "reason": "Feishu message handling and iMessage ReferenceError are unrelated channel-specific failures." + }, + { + "left": "issue:63534", + "right": "issue:64552", + "accept": false, + "reason": "UI layout exception and severe API latency regression are not the same problem." + }, + { + "left": "issue:59228", + "right": "issue:65157", + "accept": false, + "reason": "Slash-command argument stripping and plugin-hook dispatch failure are different parts of the command pipeline with different symptoms." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet and stays mostly conservative. The accepted soft edges are reasonably supported by titles alone (especially the session-hang pair, and the attachOnly/CDP pair), and the rejected edges are generally cautious rather than overstated. No clear evidence of an over-claim." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 205, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:29116", + "issue:29809", + "issue:30741", + "issue:32841", + "issue:33053", + "issue:33456", + "issue:34961", + "issue:37388", + "issue:41845", + "issue:45645", + "issue:51120", + "issue:51158", + "issue:53390", + "issue:53398", + "issue:53523", + "issue:53686", + "issue:53824", + "issue:53881", + "issue:53926", + "issue:55807", + "issue:62396", + "issue:62515", + "issue:62699", + "issue:64292", + "issue:64293", + "issue:64517", + "issue:64729", + "issue:64900", + "issue:65042", + "issue:65054", + "issue:65667", + "issue:65695", + "issue:65808", + "issue:65971", + "issue:66135", + "issue:66280", + "issue:66813", + "issue:66885", + "issue:66958", + "issue:67131", + "issue:67241", + "issue:67335", + "issue:68059", + "issue:68352", + "issue:68475", + "issue:68520", + "issue:68593", + "issue:68634" + ], + "soft_pairs": [ + "issue:51158|issue:53523", + "issue:65667|issue:65695", + "issue:29809|issue:64292", + "issue:37388|issue:64293", + "issue:45645|issue:53926", + "issue:30741|issue:68475", + "issue:51120|issue:65808", + "issue:53686|issue:66885", + "issue:64729|issue:68352", + "issue:64517|issue:64900", + "issue:55807|issue:62699", + "issue:41845|issue:67335", + "issue:62396|issue:62515", + "issue:29116|issue:53824", + "issue:33053|issue:33456", + "issue:65054|issue:67131", + "issue:66958|issue:68059", + "issue:53398|issue:65042", + "issue:53390|issue:53881", + "issue:65971|issue:67241", + "issue:66135|issue:66813", + "issue:32841|issue:34961", + "issue:68593|issue:68634", + "issue:66280|issue:68520" + ], + "prepared_review_unit_hash": "db3d03b457390457e013ea1b602c39e6eb65698b438d77b279992c628bb73d7f", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 35444, + "estimated_input_tokens": 8861, + "estimated_eval_tokens": 17978 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This set is mostly heterogeneous, with one credible duplicate-like pair around plugin allowlist warnings. The rest are only loosely related by subsystem and do not look like the same underlying bug.", + "confidence": 0.84, + "canonical_issue_reason": "No single issue cleanly canonicalizes the whole set because the items span many unrelated bugs. If forced to anchor the only strong duplicate-like theme, issue 64729 is the best representative because it directly matches the allowlist/plugin-warning failure mode also described in 68352.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 64729 is the best issue to keep as the representative item: it is precise, actionable, and closest to the only pair that looks like the same underlying bug (68352).", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:51158", + "right": "issue:53523", + "accept": false, + "reason": "Both are Matrix-related, but one is an inbound routing bug and the other is a startup core dump; different failure modes and likely different fixes." + }, + { + "left": "issue:65667", + "right": "issue:65695", + "accept": false, + "reason": "Both concern browser/CDP connectivity, but one is a health-check logic gap and the other is an actual child-Chrome reachability failure; not clearly the same bug." + }, + { + "left": "issue:29809", + "right": "issue:64292", + "accept": false, + "reason": "Both say 'not allowed', but they refer to different authorization paths and different operations (`allowedOrigins` vs `sessions_spawn agentId`)." + }, + { + "left": "issue:37388", + "right": "issue:64293", + "accept": false, + "reason": "Unrelated: log rotation on date change vs heartbeat running despite empty config." + }, + { + "left": "issue:45645", + "right": "issue:53926", + "accept": false, + "reason": "Both involve installation/config placement on Linux, but one is doctor/update split installs and the other is secrets/env-file handling; not the same bug." + }, + { + "left": "issue:30741", + "right": "issue:68475", + "accept": false, + "reason": "Both are Discord attachment-related, but one is silent attachment failure and the other is duplicate delivery from MEDIA; different concrete behavior." + }, + { + "left": "issue:51120", + "right": "issue:65808", + "accept": false, + "reason": "Feature request about skills lazy loading vs a Telegram reaction/mention behavior change; not the same change." + }, + { + "left": "issue:53686", + "right": "issue:66885", + "accept": false, + "reason": "Both are Telegram transport issues, but one is outbound API failure and the other is polling/announce timeout on Windows; different code paths." + }, + { + "left": "issue:64729", + "right": "issue:68352", + "accept": true, + "reason": "Strongest match in the set: both describe misleading plugin allowlist/ID mismatch behavior and appear to share the same underlying warning/validation path." + }, + { + "left": "issue:64517", + "right": "issue:64900", + "accept": false, + "reason": "Multi-agent approval targeting vs remote CDP profile state reporting; unrelated subsystems." + }, + { + "left": "issue:55807", + "right": "issue:62699", + "accept": false, + "reason": "Both mention ACP/session behavior, but one is Discord visible thread rendering and the other is persistent session recovery failure; not the same bug." + }, + { + "left": "issue:41845", + "right": "issue:67335", + "accept": false, + "reason": "Both are macOS LaunchAgent lifecycle problems, but the titles point to different failure conditions; too broad to treat as one bug." + }, + { + "left": "issue:62396", + "right": "issue:62515", + "accept": false, + "reason": "General config validation failure vs a specific timezone schema/docs mismatch; different root causes." + }, + { + "left": "issue:29116", + "right": "issue:53824", + "accept": false, + "reason": "Both relate to restart/wake behavior, but one is a consumed restart sentinel and the other is isolated cron delivery reporting Unknown Channel; insufficient evidence of the same bug." + }, + { + "left": "issue:33053", + "right": "issue:33456", + "accept": false, + "reason": "QQ message-type limitation vs Feishu bot-info refetch after preflight; unrelated integration bugs." + }, + { + "left": "issue:65054", + "right": "issue:67131", + "accept": false, + "reason": "Both are baseUrl/endpoint handling issues, but they affect different providers and different persistence layers; not the same concrete bug." + }, + { + "left": "issue:66958", + "right": "issue:68059", + "accept": false, + "reason": "Telegram command registration clearing vs browser snapshot API requirements; unrelated." + }, + { + "left": "issue:53398", + "right": "issue:65042", + "accept": false, + "reason": "Both mention port conflicts, but one is a misleading dual-stack listener error and the other is Gmail watcher duplication causing a bind conflict; different causes." + }, + { + "left": "issue:53390", + "right": "issue:53881", + "accept": false, + "reason": "Browser snapshot viewport bug vs control-UI scroll-height layout bug; not the same behavior." + }, + { + "left": "issue:65971", + "right": "issue:67241", + "accept": false, + "reason": "macOS message-processing stall vs BlueBubbles attachment download failure on Node 22.20+; unrelated." + }, + { + "left": "issue:66135", + "right": "issue:66813", + "accept": false, + "reason": "Both touch background execution/heartbeat, but 66135 bundles multiple symptoms and 66813 is specifically about `target last`/no-target handling; too weak to merge as one bug." + }, + { + "left": "issue:32841", + "right": "issue:34961", + "accept": false, + "reason": "Telegram pipeline instability vs Discord voice reply failures; different platforms and code paths." + }, + { + "left": "issue:68593", + "right": "issue:68634", + "accept": false, + "reason": "Menubar health-check false negative vs approvals/scope-upgrade spam; unrelated." + }, + { + "left": "issue:66280", + "right": "issue:68520", + "accept": false, + "reason": "Gateway model override routing failure vs OpenRouter empty responses; different providers and failure mechanisms." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The review is grounded in the packet and stays conservative. The only accepted soft pair (64729/68352) is the strongest thematic match in the set, and the remaining pairs are appropriately rejected as too weak or subsystem-divergent. The summary does not overstate the evidence." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 206, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:29809", + "issue:30768", + "issue:30773", + "issue:31671", + "issue:33126", + "issue:33534", + "issue:34298", + "issue:34925", + "issue:35300", + "issue:35763", + "issue:37465", + "issue:40343", + "issue:50266", + "issue:53310", + "issue:53953", + "issue:58235", + "issue:62875", + "issue:63484", + "issue:63499", + "issue:63516", + "issue:64011", + "issue:64251", + "issue:64326", + "issue:64381", + "issue:64549", + "issue:64699", + "issue:64831", + "issue:65067", + "issue:65125", + "issue:65434", + "issue:65499", + "issue:65521", + "issue:65558", + "issue:65808", + "issue:66290", + "issue:66381", + "issue:66614", + "issue:66708", + "issue:66822", + "issue:67162", + "issue:67288", + "issue:67469", + "issue:67488", + "issue:67607", + "issue:67908", + "issue:67927", + "issue:68002", + "issue:68254" + ], + "soft_pairs": [ + "issue:33534|issue:66614", + "issue:66290|issue:67908", + "issue:53953|issue:64381", + "issue:64251|issue:64831", + "issue:31671|issue:35300", + "issue:30768|issue:67162", + "issue:64549|issue:66822", + "issue:64326|issue:68002", + "issue:65808|issue:67607", + "issue:65067|issue:65558", + "issue:50266|issue:58235", + "issue:63484|issue:67469", + "issue:66708|issue:67288", + "issue:37465|issue:64699", + "issue:40343|issue:66381", + "issue:65125|issue:65434", + "issue:29809|issue:34298", + "issue:34925|issue:62875", + "issue:53310|issue:63516", + "issue:65499|issue:67927", + "issue:64011|issue:65521", + "issue:33126|issue:63499", + "issue:35763|issue:68254", + "issue:30773|issue:67488" + ], + "prepared_review_unit_hash": "2757145cb84c88a415649b328a6bb600af2c840a009dc5b8bf939cd6e87b2825", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 35066, + "estimated_input_tokens": 8767, + "estimated_eval_tokens": 17790 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "All suggested soft edges look like false positives: they share broad subsystems (cron, browser attach, messaging channels, packaging) but not the same concrete bug or change path.", + "confidence": 0.96, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": null, + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:33534", + "right": "issue:66614", + "accept": false, + "reason": "Different bugs: Control UI display-name mismatch vs streaming markdown table fragmentation." + }, + { + "left": "issue:66290", + "right": "issue:67908", + "accept": false, + "reason": "Both are Docker/bundling-related, but one is a gateway load-stack overflow and the other is a package resolution failure in a binary distro." + }, + { + "left": "issue:53953", + "right": "issue:64381", + "accept": false, + "reason": "Both concern startup, but the causes differ: msteams module/TypeScript packaging vs memory-kind plugin exclusion from gateway startup." + }, + { + "left": "issue:64251", + "right": "issue:64831", + "accept": false, + "reason": "Different code paths: CLI-backed model follow-up handling vs cron scheduling/chat-triggered execution instability." + }, + { + "left": "issue:31671", + "right": "issue:35300", + "accept": false, + "reason": "Both involve message routing, but one corrupts session channel labels and the other mis-delivers a heartbeat to Feishu." + }, + { + "left": "issue:30768", + "right": "issue:67162", + "accept": false, + "reason": "Completely unrelated: duplicate enterprise WeChat messages vs an empty-titled bug report." + }, + { + "left": "issue:64549", + "right": "issue:66822", + "accept": false, + "reason": "Both mention memorySearch/indexing, but one is about file watching not indexing new files and the other about concurrency limits being ignored." + }, + { + "left": "issue:64326", + "right": "issue:68002", + "accept": false, + "reason": "Different problems: Ollama token-limit reporting vs a local Ollama model failing to reply in TUI." + }, + { + "left": "issue:65808", + "right": "issue:67607", + "accept": false, + "reason": "Different features on different transports: Telegram reaction handling vs Slack thread reply envelopes." + }, + { + "left": "issue:65067", + "right": "issue:65558", + "accept": false, + "reason": "Windows onboarding failure is not the same as MiniMax OAuth exposing refs after setup." + }, + { + "left": "issue:50266", + "right": "issue:58235", + "accept": false, + "reason": "Different provider/model bugs: Feishu replies=0 silence vs missing thought_signature in OpenAI-compatible Gemini tool calls." + }, + { + "left": "issue:63484", + "right": "issue:67469", + "accept": false, + "reason": "Both affect replies/history, but the first is a heartbeat/tool-error/session control issue and the second is persistence of Gemini CLI replies." + }, + { + "left": "issue:66708", + "right": "issue:67288", + "accept": false, + "reason": "Performance regression in Active Memory is unrelated to the missing discovery gate in amazon-bedrock-mantle." + }, + { + "left": "issue:37465", + "right": "issue:64699", + "accept": false, + "reason": "Different validation failures: incompatible tool-call format vs sessions_send injecting an unexpected label with sessionKey." + }, + { + "left": "issue:40343", + "right": "issue:66381", + "accept": false, + "reason": "One deletes Telegram messages during compaction; the other is a WebChat UI flicker after sending." + }, + { + "left": "issue:65125", + "right": "issue:65434", + "accept": false, + "reason": "Both involve browser attach, but one is macOS managed/user attach failures and the other is a loopback attachOnly false-negative despite healthy CDP." + }, + { + "left": "issue:29809", + "right": "issue:34298", + "accept": false, + "reason": "Origin \u0905\u0928\u0941\u092e\u0924\u093f/allowedOrigins problem is distinct from hitting a localhost URL and getting Not Found." + }, + { + "left": "issue:34925", + "right": "issue:62875", + "accept": false, + "reason": "Both are packaging/startup issues, but they affect different artifacts and missing paths (discord-api-types vs Telegram src directory)." + }, + { + "left": "issue:53310", + "right": "issue:63516", + "accept": false, + "reason": "Feishu card JSON parse errors are unrelated to Telegram polling stalls and heartbeat failures." + }, + { + "left": "issue:65499", + "right": "issue:67927", + "accept": false, + "reason": "Cross-signing UIA payload formatting is unrelated to the image upload bug report." + }, + { + "left": "issue:64011", + "right": "issue:65521", + "accept": false, + "reason": "Different Windows crash paths: Discord gateway reconnect logic vs managed browser launch/CDP binding." + }, + { + "left": "issue:33126", + "right": "issue:63499", + "accept": false, + "reason": "Both are cron scheduling problems, but one computes a past nextRunAtMs and the other resets nextRunAtMs to 0 on edit." + }, + { + "left": "issue:35763", + "right": "issue:68254", + "accept": false, + "reason": "Both mention loopback/pairing, but one is general device pairing on loopback and the other is a Telegram Native Approvals handler in Docker loopback-only deployment." + }, + { + "left": "issue:30773", + "right": "issue:67488", + "accept": false, + "reason": "Different cron bugs: write-tool error after file creation vs result serialization failing on special characters in edit arguments." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 207, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:19598", + "issue:29363", + "issue:29809", + "issue:30741", + "issue:30917", + "issue:31720", + "issue:31804", + "issue:33349", + "issue:34111", + "issue:36811", + "issue:37564", + "issue:37571", + "issue:41845", + "issue:51658", + "issue:51869", + "issue:52173", + "issue:53010", + "issue:53494", + "issue:53640", + "issue:53749", + "issue:53849", + "issue:58385", + "issue:63079", + "issue:63484", + "issue:63569", + "issue:63997", + "issue:64292", + "issue:64497", + "issue:64528", + "issue:65052", + "issue:65056", + "issue:65102", + "issue:65533", + "issue:65600", + "issue:66253", + "issue:66674", + "issue:66833", + "issue:67002", + "issue:67051", + "issue:67422", + "issue:67595", + "issue:67745", + "issue:67857", + "issue:67875", + "issue:68209", + "issue:68471", + "issue:68472", + "issue:68605" + ], + "soft_pairs": [ + "issue:65533|issue:68472", + "issue:63484|issue:67051", + "issue:63569|issue:67857", + "issue:41845|issue:67595", + "issue:65056|issue:68471", + "issue:19598|issue:53010", + "issue:29363|issue:64528", + "issue:29809|issue:53849", + "issue:30741|issue:36811", + "issue:31720|issue:67875", + "issue:33349|issue:34111", + "issue:37564|issue:67422", + "issue:51658|issue:67002", + "issue:51869|issue:66253", + "issue:53640|issue:65102", + "issue:53749|issue:58385", + "issue:63079|issue:68605", + "issue:64292|issue:64497", + "issue:65052|issue:65600", + "issue:66674|issue:68209", + "issue:31804|issue:52173", + "issue:37571|issue:66833", + "issue:53494|issue:67745", + "issue:30917|issue:63997" + ], + "prepared_review_unit_hash": "cfdb1d00f2c1a38ef6ae6bebb9e1c39c20e2720ec73278526880bbc287cdd462", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 35255, + "estimated_input_tokens": 8814, + "estimated_eval_tokens": 17884 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This set is not a true duplicate cluster: it mixes unrelated bugs and features across many subsystems (channels, web UI, gateway/session lifecycle, providers, packaging, and tools). All soft-similarity pairs should be rejected.", + "confidence": 0.97, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": null, + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:65533", + "right": "issue:68472", + "accept": false, + "reason": "Both involve session/history behavior, but one is about missing reasoning text in assistant turns while the other is about model overrides being lost before the next turn; different symptoms and code paths." + }, + { + "left": "issue:63484", + "right": "issue:67051", + "accept": false, + "reason": "Different failures: heartbeat/tool-error side effects in Feishu vs WebUI config validation when disabling a skill. No shared concrete bug." + }, + { + "left": "issue:63569", + "right": "issue:67857", + "accept": false, + "reason": "Unrelated packaging/platform issues: missing qa/scenarios files vs missing darwin-x64 native package for lancedb." + }, + { + "left": "issue:41845", + "right": "issue:67595", + "accept": false, + "reason": "Both touch macOS/gateway startup, but one is LaunchAgent unload/restart behavior and the other is install token embedding plus channels list fetch failure; not the same bug." + }, + { + "left": "issue:65056", + "right": "issue:68471", + "accept": false, + "reason": "Different lifecycle problems: prompt cache invalidation across runs vs heartbeat causing periodic session resets." + }, + { + "left": "issue:19598", + "right": "issue:53010", + "accept": false, + "reason": "Different feature requests for different channels: Slack thread support vs WeChat image sending." + }, + { + "left": "issue:29363", + "right": "issue:64528", + "accept": false, + "reason": "Both mention workspace isolation, but one is subagent file injection and the other is session-memory hook isolation. Different mechanisms and fixes." + }, + { + "left": "issue:29809", + "right": "issue:53849", + "accept": false, + "reason": "The origin-blocked Control UI bug is unrelated to the blank-titled issue; no evidence they describe the same underlying defect." + }, + { + "left": "issue:30741", + "right": "issue:36811", + "accept": false, + "reason": "Different messaging paths and symptoms: Discord attachments failing vs Telegram NO_REPLY leaking 'NO' text." + }, + { + "left": "issue:31720", + "right": "issue:67875", + "accept": false, + "reason": "Cloudflare blocking an API endpoint is unrelated to models.json baseUrl gaining '/v1' on restart." + }, + { + "left": "issue:33349", + "right": "issue:34111", + "accept": false, + "reason": "Both mention webhooks, but one is outbound sandbox configuration for invoked agents and the other is a Nextcloud bot not sending webhook POSTs. Different code paths." + }, + { + "left": "issue:37564", + "right": "issue:67422", + "accept": false, + "reason": "Feishu dispatch/reply silence is not the same as webchat streaming not appearing in real time." + }, + { + "left": "issue:51658", + "right": "issue:67002", + "accept": false, + "reason": "Custom Brave Search baseUrl and independent workspace per channel are unrelated feature requests." + }, + { + "left": "issue:51869", + "right": "issue:66253", + "accept": false, + "reason": "Both involve image support, but one is provider onboarding schema hardcoding input types and the other is message parsing dropping images for a specific model. Not the same bug." + }, + { + "left": "issue:53640", + "right": "issue:65102", + "accept": false, + "reason": "Unrelated issues: macOS API key validation vs inline Python execution still blocked by strictInlineEval." + }, + { + "left": "issue:53749", + "right": "issue:58385", + "accept": false, + "reason": "Different validation schemas: message tool buttons requirement vs web_fetch URL requirement." + }, + { + "left": "issue:63079", + "right": "issue:68605", + "accept": false, + "reason": "Google Chat audience validation and webchat image persistence are separate problems." + }, + { + "left": "issue:64292", + "right": "issue:64497", + "accept": false, + "reason": "Both involve spawning sessions, but the error conditions differ: sessions_spawn rejects agentId vs isolated cron sessions failing after inactivity." + }, + { + "left": "issue:65052", + "right": "issue:65600", + "accept": false, + "reason": "Different bugs: vision turns stalling with inbound images vs totalTokensFresh causing skipped compaction on later turns." + }, + { + "left": "issue:66674", + "right": "issue:68209", + "accept": false, + "reason": "CLI rawError being misreported as DNS failure is unrelated to runaway context growth when switching models." + }, + { + "left": "issue:31804", + "right": "issue:52173", + "accept": false, + "reason": "Gateway pairing failure and dashboard model prefix concatenation are unrelated." + }, + { + "left": "issue:37571", + "right": "issue:66833", + "accept": false, + "reason": "Both are stream/provider parsing issues, but one is missing SSE event fields from a proxy while the other is reasoning_details handling in OpenRouter/Qwen3. Different concrete failures." + }, + { + "left": "issue:53494", + "right": "issue:67745", + "accept": false, + "reason": "Gateway registry corruption after image messages is distinct from OpenAI-compatible providers returning tool_calls that are never executed." + }, + { + "left": "issue:30917", + "right": "issue:63997", + "accept": false, + "reason": "The first is a Telegram model-specific failure; the second has no usable title/content here, so there is no basis to treat them as the same bug." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 208, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:19598", + "issue:23538", + "issue:26895", + "issue:29363", + "issue:29727", + "issue:30335", + "issue:30922", + "issue:31273", + "issue:31440", + "issue:32838", + "issue:32871", + "issue:33157", + "issue:35039", + "issue:35300", + "issue:35975", + "issue:37388", + "issue:50345", + "issue:51056", + "issue:51126", + "issue:51640", + "issue:53140", + "issue:53310", + "issue:53480", + "issue:53556", + "issue:53753", + "issue:53876", + "issue:57066", + "issue:59257", + "issue:63274", + "issue:64293", + "issue:64528", + "issue:64850", + "issue:65052", + "issue:65686", + "issue:65843", + "issue:65949", + "issue:65974", + "issue:66090", + "issue:66131", + "issue:66254", + "issue:66740", + "issue:67241", + "issue:67423", + "issue:67798", + "issue:67936", + "issue:68285", + "issue:68413", + "issue:68545" + ], + "soft_pairs": [ + "issue:35039|issue:53480", + "issue:53753|issue:68545", + "issue:37388|issue:53140", + "issue:53310|issue:63274", + "issue:31273|issue:51640", + "issue:64850|issue:65843", + "issue:35975|issue:50345", + "issue:65686|issue:66090", + "issue:33157|issue:67798", + "issue:32838|issue:64528", + "issue:51126|issue:66131", + "issue:67936|issue:68285", + "issue:23538|issue:51056", + "issue:30922|issue:65974", + "issue:53876|issue:67241", + "issue:65052|issue:65949", + "issue:29363|issue:30335", + "issue:26895|issue:31440", + "issue:29727|issue:66254", + "issue:32871|issue:68413", + "issue:19598|issue:53556", + "issue:35300|issue:66740", + "issue:59257|issue:64293", + "issue:57066|issue:67423" + ], + "prepared_review_unit_hash": "5f3d8e6d75c1b8eb543bee44f60436c3464c1308fa93b047d0a4dd170e326b5f", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 35290, + "estimated_input_tokens": 8823, + "estimated_eval_tokens": 17902 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "All proposed soft pairs are false matches; they share at most a broad subsystem or keyword and do not describe the same underlying bug/change.", + "confidence": 0.96, + "canonical_issue_reason": "No clear canonical issue: this set is a mix of unrelated bugs and features rather than one duplicate cluster.", + "canonical_pr_reason": null, + "best_issue_reason": "No single issue stands out as a duplicate anchor; the items cover distinct code paths, channels, and regressions.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:35039", + "right": "issue:53480", + "accept": false, + "reason": "Different problems: Telegram subagent spawning vs Discord /reset thinkingLevel regression." + }, + { + "left": "issue:53753", + "right": "issue:68545", + "accept": false, + "reason": "UI model-picker mapping bug and a memory/performance regression are unrelated." + }, + { + "left": "issue:37388", + "right": "issue:53140", + "accept": false, + "reason": "Log rotation on date change is unrelated to WhatsApp auto-reply takeover." + }, + { + "left": "issue:53310", + "right": "issue:63274", + "accept": false, + "reason": "Different delivery channels and failures: Feishu card parse error vs Telegram delivery breakage." + }, + { + "left": "issue:31273", + "right": "issue:51640", + "accept": false, + "reason": "Both involve ACP/ACPX, but one is NO_SESSION creation failure and the other is permissionMode forwarding." + }, + { + "left": "issue:64850", + "right": "issue:65843", + "accept": false, + "reason": "Runtime backend unavailable and remote ACP pairing failure are different code paths." + }, + { + "left": "issue:35975", + "right": "issue:50345", + "accept": false, + "reason": "Both mention thinking/redacted_thinking, but the reported flows and failures differ enough to keep separate." + }, + { + "left": "issue:65686", + "right": "issue:66090", + "accept": false, + "reason": "Cron outbound text handling is unrelated to WhatsApp media sending." + }, + { + "left": "issue:33157", + "right": "issue:67798", + "accept": false, + "reason": "Token-missing redirect in the web UI is not the same as Codex OAuth rejection on VPS." + }, + { + "left": "issue:32838", + "right": "issue:64528", + "accept": false, + "reason": "Missing hook file and per-agent workspace isolation are distinct bugs." + }, + { + "left": "issue:51126", + "right": "issue:66131", + "accept": false, + "reason": "Model-command parsing and gateway plugin config validation do not share the same underlying defect." + }, + { + "left": "issue:67936", + "right": "issue:68285", + "accept": false, + "reason": "Matrix startup breakage and high-CPU/broken-tools regression are different issues." + }, + { + "left": "issue:23538", + "right": "issue:51056", + "accept": false, + "reason": "Both are auth 401s, but Anthropic bearer-token failure and OpenRouter missing-header failure are separate." + }, + { + "left": "issue:30922", + "right": "issue:65974", + "accept": false, + "reason": "Hardcoded version display is unrelated to an empty/unspecified issue." + }, + { + "left": "issue:53876", + "right": "issue:67241", + "accept": false, + "reason": "Telegram config after upgrade and BlueBubbles Node 22 hook incompatibility are unrelated." + }, + { + "left": "issue:65052", + "right": "issue:65949", + "accept": false, + "reason": "Both concern session/tool state, but vision-tool stalling and Discord browser-capability persistence are different bugs." + }, + { + "left": "issue:29363", + "right": "issue:30335", + "accept": false, + "reason": "Subagent file injection and edit-tool file lookup failure are separate behaviors." + }, + { + "left": "issue:26895", + "right": "issue:31440", + "accept": false, + "reason": "Legacy session-key recreation and cross-channel session sharing are different session bugs." + }, + { + "left": "issue:29727", + "right": "issue:66254", + "accept": false, + "reason": "Sub-agent allowed-none config failure is not the same as WeCom setup/token-state display." + }, + { + "left": "issue:32871", + "right": "issue:68413", + "accept": false, + "reason": "API format mismatch and first-chunk timeout are different failure modes." + }, + { + "left": "issue:19598", + "right": "issue:53556", + "accept": false, + "reason": "Slack thread support feature request is unrelated to backward-compatibility suggestions." + }, + { + "left": "issue:35300", + "right": "issue:66740", + "accept": false, + "reason": "Feishu heartbeat misdelivery and Google model context metadata are unrelated." + }, + { + "left": "issue:59257", + "right": "issue:64293", + "accept": false, + "reason": "Ignored cron model override and always-running heartbeat are distinct scheduling bugs." + }, + { + "left": "issue:57066", + "right": "issue:67423", + "accept": false, + "reason": "OpenRouter alias resolution and auth-router apiKey lookup are different problems." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 209, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:29552", + "issue:30025", + "issue:30922", + "issue:31247", + "issue:32532", + "issue:32753", + "issue:32892", + "issue:32998", + "issue:34528", + "issue:35300", + "issue:35389", + "issue:36057", + "issue:49705", + "issue:49890", + "issue:50129", + "issue:51189", + "issue:51511", + "issue:51558", + "issue:52511", + "issue:52565", + "issue:53010", + "issue:53480", + "issue:53556", + "issue:62296", + "issue:63124", + "issue:63314", + "issue:63317", + "issue:63572", + "issue:64070", + "issue:64528", + "issue:64581", + "issue:64788", + "issue:64799", + "issue:65379", + "issue:65613", + "issue:65701", + "issue:65890", + "issue:65917", + "issue:66254", + "issue:66356", + "issue:66892", + "issue:67056", + "issue:67742", + "issue:68003", + "issue:68081", + "issue:68472", + "issue:68536", + "issue:68616" + ], + "soft_pairs": [ + "issue:63317|issue:65890", + "issue:35389|issue:68081", + "issue:31247|issue:65613", + "issue:66254|issue:66356", + "issue:29552|issue:32998", + "issue:53010|issue:53556", + "issue:53480|issue:63124", + "issue:30025|issue:65917", + "issue:32892|issue:68616", + "issue:51558|issue:52565", + "issue:64070|issue:67742", + "issue:64788|issue:65379", + "issue:68472|issue:68536", + "issue:36057|issue:67056", + "issue:51511|issue:52511", + "issue:63572|issue:64581", + "issue:32753|issue:64528", + "issue:34528|issue:35300", + "issue:64799|issue:66892", + "issue:30922|issue:49890", + "issue:65701|issue:68003", + "issue:51189|issue:62296", + "issue:32532|issue:49705", + "issue:50129|issue:63314" + ], + "prepared_review_unit_hash": "c0ea850bdff048b0aa30df2da24a4b65afb5535bdb84f9c2a5dba84a680e9d95", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 35058, + "estimated_input_tokens": 8765, + "estimated_eval_tokens": 17786 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "No soft pair looks like the same underlying bug/change; they mostly share broad words like version, setup, browser, or connector but diverge on concrete failure mode, subsystem, or platform. Reject all soft edges. No PRs are present. If a single issue had to be the best-written representative, #65890 is the clearest, but it is not a canonical duplicate for the cluster.", + "confidence": 0.95, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": "#65890 is the most concrete and actionable report (specific QMD memory-search fallback cause and behavior), but it does not match the other issues closely enough to serve as a duplicate canonical.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:63317", + "right": "issue:65890", + "accept": false, + "reason": "Both involve QMD/memory search, but #63317 is empty results on a healthy index while #65890 is a managed-collection fallback mismatch; different root cause." + }, + { + "left": "issue:35389", + "right": "issue:68081", + "accept": false, + "reason": "Both mention ACP failures, but one is silent session failure/code 5 and the other is Codex/macOS identity-reconcile/TURN_FAILED; not the same bug." + }, + { + "left": "issue:31247", + "right": "issue:65613", + "accept": false, + "reason": "Unrelated subsystems: dashboard schema/usage issues vs Discord stale-socket health-monitor restarts." + }, + { + "left": "issue:66254", + "right": "issue:66356", + "accept": false, + "reason": "Both are setup-wizard complaints, but for different providers and different symptoms; not one underlying defect." + }, + { + "left": "issue:29552", + "right": "issue:32998", + "accept": false, + "reason": "Version mismatch is unrelated to the TUI message-response failure." + }, + { + "left": "issue:53010", + "right": "issue:53556", + "accept": false, + "reason": "Feature request for Wechat image sending vs a general channel-compatibility suggestion; different change intent." + }, + { + "left": "issue:53480", + "right": "issue:63124", + "accept": false, + "reason": "Discord /reset thinkingLevel regression is unrelated to exec-tool SIGKILL on CLI subcommands." + }, + { + "left": "issue:30025", + "right": "issue:65917", + "accept": false, + "reason": "The right item is blank/underspecified, and there is no evidence it is the same connection error bug." + }, + { + "left": "issue:32892", + "right": "issue:68616", + "accept": false, + "reason": "OpenAI Codex provider-plugin auth failure is unrelated to the blank-titled issue." + }, + { + "left": "issue:51558", + "right": "issue:52565", + "accept": false, + "reason": "WhatsApp listener visibility problem is unrelated to control-UI button event binding failure." + }, + { + "left": "issue:64070", + "right": "issue:67742", + "accept": false, + "reason": "Doctor missing ARM64 runtime dep vs fallbacking to Opus 4.6 are different failures in different code paths." + }, + { + "left": "issue:64788", + "right": "issue:65379", + "accept": false, + "reason": "Both are browser/CDP connectivity issues, but one is launchd-specific and the other is Linux proxy-agent reachability; distinct root causes." + }, + { + "left": "issue:68472", + "right": "issue:68536", + "accept": false, + "reason": "Session model overrides being lost is unrelated to WhatsApp reply-media filename staging." + }, + { + "left": "issue:36057", + "right": "issue:67056", + "accept": false, + "reason": "Both touch provider plumbing, but one drops tool_choice on streamSimple and the other loses image-runtime headers; different code paths." + }, + { + "left": "issue:51511", + "right": "issue:52511", + "accept": false, + "reason": "Custom-agent hijack and browser-control permission loss are separate session/control problems." + }, + { + "left": "issue:63572", + "right": "issue:64581", + "accept": false, + "reason": "Cross-OS path migration/doctor stale paths is not the same as SSH sandbox injecting the wrong workspace into the prompt." + }, + { + "left": "issue:32753", + "right": "issue:64528", + "accept": false, + "reason": "Slash-command inline arg handling is unrelated to session-memory workspace isolation." + }, + { + "left": "issue:34528", + "right": "issue:35300", + "accept": false, + "reason": "Feishu reaction message_id suffix 400s and webchat heartbeat misdelivery are different event/message-routing bugs." + }, + { + "left": "issue:64799", + "right": "issue:66892", + "accept": false, + "reason": "Volcengine model resolution failure and MiniMax tool-call ID format error are unrelated model/provider issues." + }, + { + "left": "issue:30922", + "right": "issue:49890", + "accept": false, + "reason": "Hardcoded version mismatch is unrelated to the blank-titled bug report." + }, + { + "left": "issue:65701", + "right": "issue:68003", + "accept": false, + "reason": "Duplicate Telegram messages vs duplicated section titles in Control UI are unrelated symptoms." + }, + { + "left": "issue:51189", + "right": "issue:62296", + "accept": false, + "reason": "Both mention missing event hooks, but Feishu agent_end and memory-core before_agent_reply are different systems and failure modes." + }, + { + "left": "issue:32532", + "right": "issue:49705", + "accept": false, + "reason": "Relay startup deadlock and DevToolsActivePort failure are both browser-startup related but not the same underlying bug." + }, + { + "left": "issue:50129", + "right": "issue:63314", + "accept": false, + "reason": "Slack DM attachment loss and WhatsApp media send failure are separate connector-specific bugs." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 210, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:29670", + "issue:32113", + "issue:32812", + "issue:32838", + "issue:33856", + "issue:33862", + "issue:33943", + "issue:34331", + "issue:37546", + "issue:37566", + "issue:44496", + "issue:50464", + "issue:51619", + "issue:53235", + "issue:53425", + "issue:53466", + "issue:53641", + "issue:53669", + "issue:59162", + "issue:59943", + "issue:62535", + "issue:63101", + "issue:63366", + "issue:63620", + "issue:63704", + "issue:64602", + "issue:64671", + "issue:64982", + "issue:65177", + "issue:65277", + "issue:65408", + "issue:65533", + "issue:65558", + "issue:65602", + "issue:65603", + "issue:66784", + "issue:66832", + "issue:67088", + "issue:67092", + "issue:67562", + "issue:67574", + "issue:67705", + "issue:67786", + "issue:67798", + "issue:68059", + "issue:68141", + "issue:68185" + ], + "soft_pairs": [ + "issue:32812|issue:50464", + "issue:53669|issue:65602", + "issue:63366|issue:64982", + "issue:53466|issue:59162", + "issue:65558|issue:68059", + "issue:67574|issue:67705", + "issue:63620|issue:63704", + "issue:32113|issue:32838", + "issue:64602|issue:65277", + "issue:64671|issue:68141", + "issue:33856|issue:37546", + "issue:53641|issue:66832", + "issue:33862|issue:33943", + "issue:34331|issue:53235", + "issue:37566|issue:51619", + "issue:44496|issue:59943", + "issue:53425|issue:65177", + "issue:62535|issue:63101", + "issue:65408|issue:67092", + "issue:65603|issue:66784", + "issue:67786|issue:67798", + "issue:29670|issue:67088", + "issue:62535|issue:67562", + "issue:65533|issue:68185" + ], + "prepared_review_unit_hash": "fa36f006b26caa26af22183bf1877a00ce796a510ad0fb8423914023ac5303f8", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 24, + "serialized_chars": 34667, + "estimated_input_tokens": 8667, + "estimated_eval_tokens": 17590 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "All proposed soft matches are false positives. The titles share generic subsystem words (e.g. Feishu, Dreaming, TUI, OAuth, allowlist), but each pair describes a different concrete bug or feature request, so there is no clear duplicate cluster here.", + "confidence": 0.97, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": null, + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:32812", + "right": "issue:50464", + "accept": false, + "reason": "Different problems: dashboard save-button issue vs account relink/client-block login problem." + }, + { + "left": "issue:53669", + "right": "issue:65602", + "accept": false, + "reason": "Both involve scheduling/config logic, but one is cron timezone conversion and the other is resourceLoader state overwrite." + }, + { + "left": "issue:63366", + "right": "issue:64982", + "accept": false, + "reason": "Shared allowlist wording only; one is a runtime DM-policy leak, the other is a doctor advisory/message." + }, + { + "left": "issue:53466", + "right": "issue:59162", + "accept": false, + "reason": "Both are auth-related, but one is stale credentials overwriting re-auth and the other is approval IDs expiring." + }, + { + "left": "issue:65558", + "right": "issue:68059", + "accept": false, + "reason": "Different areas: MiniMax OAuth onboarding vs Playwright browser snapshot API mismatch." + }, + { + "left": "issue:67574", + "right": "issue:67705", + "accept": false, + "reason": "Unrelated failures: install-daemon/channel setup error vs docs-link formatting crash." + }, + { + "left": "issue:63620", + "right": "issue:63704", + "accept": false, + "reason": "Both hit the UI, but one is an overlay blocking the page and the other is a syntax error switching config modes." + }, + { + "left": "issue:32113", + "right": "issue:32838", + "accept": false, + "reason": "Different missing-file bugs in different package/hook paths; no shared concrete code path." + }, + { + "left": "issue:64602", + "right": "issue:65277", + "accept": false, + "reason": "Same Dreaming area, but one is idempotencyKey validation and the other is duplicate session creation from scheduling." + }, + { + "left": "issue:64671", + "right": "issue:68141", + "accept": false, + "reason": "Feature request to add a CLI command vs websocket file access feature; not duplicates." + }, + { + "left": "issue:33856", + "right": "issue:37546", + "accept": false, + "reason": "Both mention message flow, but one is pinned-recipient streaming disappearance and the other is a generic ordering conflict error." + }, + { + "left": "issue:53641", + "right": "issue:66832", + "accept": false, + "reason": "Discord attachment drop vs log redaction leakage are unrelated bugs." + }, + { + "left": "issue:33862", + "right": "issue:33943", + "accept": false, + "reason": "Both are Feishu-related, but one is allowlist policy behavior on Windows and the other is channel message delivery failure." + }, + { + "left": "issue:34331", + "right": "issue:53235", + "accept": false, + "reason": "Similar rendering language, but duplicate rendering after reconnect is not the same bug as responses disappearing in webchat." + }, + { + "left": "issue:37566", + "right": "issue:51619", + "accept": false, + "reason": "TUI push-message visibility issue vs mitmproxy integration LLM error are unrelated." + }, + { + "left": "issue:44496", + "right": "issue:59943", + "accept": false, + "reason": "Both concern image models, but the providers and failure modes differ (LM Studio recognition vs Ollama unknown model)." + }, + { + "left": "issue:53425", + "right": "issue:65177", + "accept": false, + "reason": "OAuth/tool-schema failure vs Feishu config migration bug; different code paths and symptoms." + }, + { + "left": "issue:62535", + "right": "issue:63101", + "accept": false, + "reason": "Both are config-validation issues, but they affect different products and settings." + }, + { + "left": "issue:65408", + "right": "issue:67092", + "accept": false, + "reason": "Control UI token-rotation/session persistence bug vs reasoning-text leakage bug; unrelated." + }, + { + "left": "issue:65603", + "right": "issue:66784", + "accept": false, + "reason": "Both are validator/schema problems, but one is LLM request schema rejection and the other is provider configSchema merging." + }, + { + "left": "issue:67786", + "right": "issue:67798", + "accept": false, + "reason": "Different auth failures in different integrations: Google Chat JWT webhook vs OpenAI Codex OAuth." + }, + { + "left": "issue:29670", + "right": "issue:67088", + "accept": false, + "reason": "Tailscale serve pairing requirement vs macOS GUI detection false positive are unrelated." + }, + { + "left": "issue:62535", + "right": "issue:67562", + "accept": false, + "reason": "Dreaming timezone config rejection vs Feishu target hardcoding in memory-core are different bugs." + }, + { + "left": "issue:65533", + "right": "issue:68185", + "accept": false, + "reason": "Both involve OpenRouter payloads, but one is missing reasoning history and the other is incomplete turn payloads from a native model." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 211, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:30922", + "issue:31096", + "issue:32678", + "issue:33526", + "issue:34961", + "issue:35300", + "issue:35959", + "issue:36057", + "issue:43680", + "issue:50017", + "issue:51151", + "issue:51481", + "issue:52257", + "issue:52565", + "issue:53745", + "issue:53871", + "issue:61005", + "issue:63372", + "issue:63740", + "issue:63883", + "issue:64251", + "issue:64381", + "issue:64698", + "issue:64699", + "issue:64836", + "issue:65277", + "issue:65470", + "issue:65582", + "issue:65687", + "issue:65733", + "issue:65920", + "issue:65948", + "issue:66151", + "issue:66635", + "issue:66674", + "issue:66806", + "issue:66957", + "issue:67028", + "issue:67241", + "issue:67260", + "issue:67288", + "issue:67576", + "issue:67688", + "issue:67745", + "issue:68074", + "issue:68183", + "issue:68209", + "issue:68476" + ], + "soft_pairs": [ + "issue:64836|issue:66806", + "issue:34961|issue:66635", + "issue:30922|issue:52565", + "issue:65277|issue:68074", + "issue:50017|issue:67260", + "issue:51481|issue:63372", + "issue:66674|issue:67688", + "issue:66957|issue:67288", + "issue:31096|issue:65948", + "issue:64251|issue:68209", + "issue:36057|issue:67745", + "issue:51151|issue:61005", + "issue:53871|issue:67241", + "issue:35959|issue:53745", + "issue:63740|issue:66151", + "issue:65687|issue:67576", + "issue:64381|issue:65733", + "issue:32678|issue:63883", + "issue:43680|issue:65920", + "issue:52257|issue:67028", + "issue:64699|issue:65470", + "issue:65582|issue:68183", + "issue:64698|issue:68476", + "issue:33526|issue:35300" + ], + "prepared_review_unit_hash": "987cbdee7af9c4c2e62b5de6102b37ca98707c56fe59a674363f770b03d58a52", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 35272, + "estimated_input_tokens": 8818, + "estimated_eval_tokens": 17892 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This cluster is mostly a set of unrelated bug reports that only share broad subsystem keywords. The only clear duplicate pair is the Telegram mention-filtering/group-mention issue; the rest should stay separate.", + "confidence": 0.94, + "canonical_issue_reason": "Issue 64698 is the best representative: it clearly describes the Telegram group-mention filtering bug, includes the configuration knob, and is more specific than the shorter duplicate report.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 64698 is the strongest standalone issue in this cluster because it is detailed, actionable, and maps cleanly to the duplicate Telegram mention-filtering problem.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:64836", + "right": "issue:66806", + "accept": false, + "reason": "Different failure modes: one is config lost after npm upgrade, the other is provider auth fallback to OpenAI with an Anthropic-only setup." + }, + { + "left": "issue:34961", + "right": "issue:66635", + "accept": false, + "reason": "Different products and code paths: Discord voice reply failures are unrelated to WhatsApp media send behavior." + }, + { + "left": "issue:30922", + "right": "issue:52565", + "accept": false, + "reason": "Both are UI bugs, but one is a hardcoded version label and the other is broken control buttons/event handling." + }, + { + "left": "issue:65277", + "right": "issue:68074", + "accept": false, + "reason": "Related to memory/dreaming, but one is runaway session creation while the other is a permission failure during cleanup." + }, + { + "left": "issue:50017", + "right": "issue:67260", + "accept": false, + "reason": "Both mention fallback, but the concrete bugs differ: invalid primary model handling versus long-lived Telegram-session fallback behavior." + }, + { + "left": "issue:51481", + "right": "issue:63372", + "accept": false, + "reason": "A TUI feature request and a memory-core model override feature are not the same underlying change." + }, + { + "left": "issue:66674", + "right": "issue:67688", + "accept": false, + "reason": "Both involve HTML/error handling around codex, but one is misreporting a raw HTML response as DNS failure and the other is a Cloudflare-challenge response on macOS." + }, + { + "left": "issue:66957", + "right": "issue:67288", + "accept": false, + "reason": "Both touch discovery gating, but one is replace-mode startup discovery and the other is per-request discovery in a specific provider." + }, + { + "left": "issue:31096", + "right": "issue:65948", + "accept": false, + "reason": "Unrelated messaging channels and failures: Telegram 403 send errors versus Discord empty-message/file-send errors." + }, + { + "left": "issue:64251", + "right": "issue:68209", + "accept": false, + "reason": "Different model-routing bugs: follow-up path failure in CLI-backed models versus context growth when switching model families." + }, + { + "left": "issue:36057", + "right": "issue:67745", + "accept": false, + "reason": "Both involve tool execution, but one drops tool_choice on streamSimple while the other fails to execute already-returned tool_calls." + }, + { + "left": "issue:51151", + "right": "issue:61005", + "accept": false, + "reason": "Gateway connectivity and Android onboarding button inactivity are unrelated user flows." + }, + { + "left": "issue:53871", + "right": "issue:67241", + "accept": false, + "reason": "Different platforms and bugs: Telegram channel config regression versus BlueBubbles attachment-download failure on Node 22.20+." + }, + { + "left": "issue:35959", + "right": "issue:53745", + "accept": false, + "reason": "Both affect Telegram flow, but one is a stale-socket replay loop and the other is a gateway freeze after nested subagent activity." + }, + { + "left": "issue:63740", + "right": "issue:66151", + "accept": false, + "reason": "Build artifact syntax corruption and missing runtime module errors are distinct runtime/build failures." + }, + { + "left": "issue:65687", + "right": "issue:67576", + "accept": false, + "reason": "Discord voice conversation breakage is unrelated to OpenRouter provider selection fallback." + }, + { + "left": "issue:64381", + "right": "issue:65733", + "accept": false, + "reason": "One is plugin exclusion preventing startup; the other is plugin discovery performance on Windows." + }, + { + "left": "issue:32678", + "right": "issue:63883", + "accept": false, + "reason": "Different configuration scopes: Feishu bindings routing versus groupPolicy allowlist application." + }, + { + "left": "issue:43680", + "right": "issue:65920", + "accept": false, + "reason": "One is explicit agent model overrides being ignored; the other is models list merge/overwrite behavior." + }, + { + "left": "issue:52257", + "right": "issue:67028", + "accept": false, + "reason": "A clipped authorization dialog and a transient WebChat message disappearance are not the same bug." + }, + { + "left": "issue:64699", + "right": "issue:65470", + "accept": false, + "reason": "One is a label/sessionKey mutual-exclusion bug; the other is a concurrency default causing serialized runs." + }, + { + "left": "issue:65582", + "right": "issue:68183", + "accept": false, + "reason": "Different environment-specific failures: macOS mkdir ENOENT versus Windows Docker API version mismatch." + }, + { + "left": "issue:64698", + "right": "issue:68476", + "accept": true, + "reason": "These describe the same Telegram group mention-filtering bug: requireMention=false is ignored, leaving no way to disable mention filtering." + }, + { + "left": "issue:33526", + "right": "issue:35300", + "accept": false, + "reason": "Feishu reply fallback behavior and Webchat heartbeat routing are different issues." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "Grounded overall. The duplicate call on 64698/68476 is well supported by the titles, and the other soft-edge rejections stay conservative and match the packet\u2019s issue descriptions. No PR-pair mergeability concerns here." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 212, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:21985", + "issue:29367", + "issue:30773", + "issue:31425", + "issue:31440", + "issue:32493", + "issue:33272", + "issue:34537", + "issue:35283", + "issue:36935", + "issue:37548", + "issue:48473", + "issue:50253", + "issue:50937", + "issue:50999", + "issue:51656", + "issue:51809", + "issue:52162", + "issue:52292", + "issue:53169", + "issue:53494", + "issue:53646", + "issue:53753", + "issue:53883", + "issue:53958", + "issue:57033", + "issue:63101", + "issue:63572", + "issue:64187", + "issue:64476", + "issue:64982", + "issue:64991", + "issue:65075", + "issue:65225", + "issue:65466", + "issue:65666", + "issue:66097", + "issue:66470", + "issue:66625", + "issue:66740", + "issue:66822", + "issue:66895", + "issue:67598", + "issue:68027", + "issue:68073", + "issue:68119", + "issue:68232", + "issue:68475" + ], + "soft_pairs": [ + "issue:50999|issue:68027", + "issue:35283|issue:68232", + "issue:36935|issue:68475", + "issue:51656|issue:66740", + "issue:64187|issue:64476", + "issue:64991|issue:66470", + "issue:64476|issue:66097", + "issue:65466|issue:66625", + "issue:50937|issue:68073", + "issue:51809|issue:52292", + "issue:53753|issue:53883", + "issue:31440|issue:68119", + "issue:53169|issue:63572", + "issue:30773|issue:67598", + "issue:34537|issue:65666", + "issue:52162|issue:66822", + "issue:21985|issue:66895", + "issue:48473|issue:53494", + "issue:33272|issue:57033", + "issue:29367|issue:65075", + "issue:31425|issue:65225", + "issue:32493|issue:64982", + "issue:35283|issue:53646", + "issue:37548|issue:63101", + "issue:50253|issue:53958" + ], + "prepared_review_unit_hash": "3cc3b3d4f770d24cf083b589674d9d50e6faf6ae241ed04e023cbcfd197d2673", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 25, + "serialized_chars": 35245, + "estimated_input_tokens": 8812, + "estimated_eval_tokens": 17880 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "All proposed soft edges are false positives; the paired issues describe different bugs, different subsystems, or only superficially similar symptoms. No duplicate cluster is supported here.", + "confidence": 0.98, + "canonical_issue_reason": "No single canonical issue is warranted: none of the soft-pair candidates are the same underlying bug, so there is nothing to collapse into one issue.", + "canonical_pr_reason": null, + "best_issue_reason": "No global best issue for deduping: the items are heterogeneous, and the most detailed tickets are still about different failures rather than one shared root cause.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:50999", + "right": "issue:68027", + "accept": false, + "reason": "Both mention Telegram/browser instability, but one is Telegram polling on macOS and the other is attachOnly CDP profile detection; different code paths and symptoms." + }, + { + "left": "issue:35283", + "right": "issue:68232", + "accept": false, + "reason": "Both involve sessions/restarts, but 35283 is gateway restart restoring Telegram group sessions; 68232 is config edits hot-reloading Telegram and wiping in-memory context." + }, + { + "left": "issue:36935", + "right": "issue:68475", + "accept": false, + "reason": "Different platforms and bugs: Slack duplicate DMs with reply_to tags vs Discord duplicate file delivery from MEDIA directives." + }, + { + "left": "issue:51656", + "right": "issue:66740", + "accept": false, + "reason": "Both are image/provider related, but 51656 is tool routing/vision fallback and 66740 is an incorrect Google model context-window display." + }, + { + "left": "issue:64187", + "right": "issue:64476", + "accept": false, + "reason": "Both are Windows issues, but one is sqlite reindex swap EBUSY in memory search and the other is gateway RPC timeouts/failures." + }, + { + "left": "issue:64991", + "right": "issue:66470", + "accept": false, + "reason": "Gemini OAuth communication failure is unrelated to TUI/webchat getting stuck in pondering after a turn completes." + }, + { + "left": "issue:64476", + "right": "issue:66097", + "accept": false, + "reason": "Gateway RPC timeout/failure and attachOnly CDP profile detection are separate problems in different subsystems." + }, + { + "left": "issue:65466", + "right": "issue:66625", + "accept": false, + "reason": "Both concern image tools, but one is empty image describe across providers and the other is a Minimax VLM-specific failure." + }, + { + "left": "issue:50937", + "right": "issue:68073", + "accept": false, + "reason": "CI Feishu/Matrix test failures are unrelated to plugin update/install upgrade-path issues." + }, + { + "left": "issue:51809", + "right": "issue:52292", + "accept": false, + "reason": "Dashboard model-picker prefix bug and duplicate image sends from a skill are unrelated behaviors." + }, + { + "left": "issue:53753", + "right": "issue:53883", + "accept": false, + "reason": "Provider/model ID concatenation in the model picker is unrelated to SecretRef validation errors on save." + }, + { + "left": "issue:31440", + "right": "issue:68119", + "accept": false, + "reason": "Telegram/Webchat session separation does not match the other issue, whose title is malformed and gives no evidence of the same bug." + }, + { + "left": "issue:53169", + "right": "issue:63572", + "accept": false, + "reason": "Upgrade failure from a renamed gateway entrypoint is not the same as a missing migration-guide path rewrite step." + }, + { + "left": "issue:30773", + "right": "issue:67598", + "accept": false, + "reason": "Both involve cron isolated sessions, but one is a write-tool false error after file creation and the other is an ignored model override." + }, + { + "left": "issue:34537", + "right": "issue:65666", + "accept": false, + "reason": "TUI not displaying output without is unrelated to iframe auth-token blocking with 401 Unauthorized." + }, + { + "left": "issue:52162", + "right": "issue:66822", + "accept": false, + "reason": "Proxy-handling failure for remote embeddings is a different bug from batch concurrency being ignored during indexing." + }, + { + "left": "issue:21985", + "right": "issue:66895", + "accept": false, + "reason": "Cross-provider failover creating a phantom toolResult is different from modelOverrideSource staying 'auto' after failover." + }, + { + "left": "issue:48473", + "right": "issue:53494", + "accept": false, + "reason": "Plugin HTTP route 404s from registry mismatch are not the same as registerTool state being lost after an image message." + }, + { + "left": "issue:33272", + "right": "issue:57033", + "accept": false, + "reason": "Unsupported reasoning_effort on custom providers is unrelated to Native Google sending an OpenAI-only store field." + }, + { + "left": "issue:29367", + "right": "issue:65075", + "accept": false, + "reason": "Default subagent workspace inheritance differs from cron isolated session workspace fallback; related theme, but not the same bug." + }, + { + "left": "issue:31425", + "right": "issue:65225", + "accept": false, + "reason": "A persisted light-context flag and a cron task stuck running are different failure modes." + }, + { + "left": "issue:32493", + "right": "issue:64982", + "accept": false, + "reason": "Slack JSON manifest framing issues are unrelated to doctor warnings about plugins.allow being an exclusive allowlist." + }, + { + "left": "issue:35283", + "right": "issue:53646", + "accept": false, + "reason": "Both mention session changes, but one is restoration after gateway restart and the other is /compact creating a new session in Control UI." + }, + { + "left": "issue:37548", + "right": "issue:63101", + "accept": false, + "reason": "Duplicate Feishu plugin IDs and Feishu config validation after upgrade are different issues." + }, + { + "left": "issue:50253", + "right": "issue:53958", + "accept": false, + "reason": "IPv6 bind support is unrelated to showing the config file path in Overview." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 213, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:21985", + "issue:24662", + "issue:30247", + "issue:31293", + "issue:31486", + "issue:31704", + "issue:32739", + "issue:32838", + "issue:33089", + "issue:33272", + "issue:33468", + "issue:35768", + "issue:35859", + "issue:37465", + "issue:40343", + "issue:43305", + "issue:48479", + "issue:50937", + "issue:51569", + "issue:51810", + "issue:53455", + "issue:53480", + "issue:53785", + "issue:57066", + "issue:62685", + "issue:63026", + "issue:63079", + "issue:63686", + "issue:63740", + "issue:63768", + "issue:64009", + "issue:64618", + "issue:64945", + "issue:64973", + "issue:65363", + "issue:65499", + "issue:65564", + "issue:65608", + "issue:66050", + "issue:66507", + "issue:66533", + "issue:66579", + "issue:66752", + "issue:66936", + "issue:67759", + "issue:68239", + "issue:68314" + ], + "soft_pairs": [ + "issue:50937|issue:53785", + "issue:57066|issue:66579", + "issue:64009|issue:64973", + "issue:31293|issue:64618", + "issue:35768|issue:51569", + "issue:31704|issue:33089", + "issue:63026|issue:65499", + "issue:24662|issue:53455", + "issue:35859|issue:40343", + "issue:62685|issue:63686", + "issue:51810|issue:66936", + "issue:33468|issue:63079", + "issue:48479|issue:65363", + "issue:21985|issue:53480", + "issue:24662|issue:67759", + "issue:30247|issue:32739", + "issue:37465|issue:43305", + "issue:65564|issue:66533", + "issue:63740|issue:66752", + "issue:65608|issue:68314", + "issue:32838|issue:66050", + "issue:31486|issue:33272", + "issue:63768|issue:64945", + "issue:66507|issue:68239" + ], + "prepared_review_unit_hash": "b79fd40fea6622eaede529c615ce6057a16a67f704a7277a70270464e64bb2b1", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 24, + "serialized_chars": 34793, + "estimated_input_tokens": 8699, + "estimated_eval_tokens": 17654 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This set is not a true duplicate cluster: the items span many unrelated bugs and subsystems (Slack, Discord, Telegram, WebChat, packaging, auth, and provider-specific issues). All provided soft pairs are only superficially similar by wording and should be rejected.", + "confidence": 0.99, + "canonical_issue_reason": "No single canonical issue exists here; the issues describe different underlying defects in different channels, runtime paths, and packaging/auth flows.", + "canonical_pr_reason": null, + "best_issue_reason": "No global best issue candidate: none of these issues can represent the others because they do not share the same concrete bug or fix scope.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:50937", + "right": "issue:53785", + "accept": false, + "reason": "CI test failures for Feishu/Matrix vs missing Linux npm binary are unrelated release/packaging problems." + }, + { + "left": "issue:57066", + "right": "issue:66579", + "accept": false, + "reason": "OpenRouter alias resolution and WhatsApp auto-reply hook handling affect different code paths and behaviors." + }, + { + "left": "issue:64009", + "right": "issue:64973", + "accept": false, + "reason": "Both mention restarts, but one is Slack socket-mode stale connection and the other is a macOS Talk Mode config/token mismatch." + }, + { + "left": "issue:31293", + "right": "issue:64618", + "accept": false, + "reason": "`message:sent` hook not firing for agent replies is unrelated to a missing cron-job registration in Gateway startup." + }, + { + "left": "issue:35768", + "right": "issue:51569", + "accept": false, + "reason": "Homebrew version metadata and OpenAI Codex OAuth proxy handling are different bugs in different layers." + }, + { + "left": "issue:31704", + "right": "issue:33089", + "accept": false, + "reason": "WhatsApp identity confusion is unrelated to truncated first-response/file-read behavior after `/new`." + }, + { + "left": "issue:63026", + "right": "issue:65499", + "accept": false, + "reason": "Web UI file upload routing to heartbeat channel is unrelated to malformed cross-signing UIA responses." + }, + { + "left": "issue:24662", + "right": "issue:53455", + "accept": false, + "reason": "Image paste not sent to agent and `` metadata leaking into WebChat UI are different WebChat issues." + }, + { + "left": "issue:35859", + "right": "issue:40343", + "accept": false, + "reason": "Telegram forwarding to WebChat and auto-compaction deleting delivered Telegram messages are distinct Telegram/WebChat problems." + }, + { + "left": "issue:62685", + "right": "issue:63686", + "accept": false, + "reason": "Both are Discord ACP/thread issues, but one is binding creation to Discord REST lookup and the other is thread-bound session invalidation; not the same defect." + }, + { + "left": "issue:51810", + "right": "issue:66936", + "accept": false, + "reason": "Telegram SecretRef doctor/update regression is unrelated to CLI secret-ref resolution hanging after completion." + }, + { + "left": "issue:33468", + "right": "issue:63079", + "accept": false, + "reason": "Google Chat startup crash from undefined object access is unrelated to a later Google Chat audience validation/non-response bug." + }, + { + "left": "issue:48479", + "right": "issue:65363", + "accept": false, + "reason": "Vertex auth misbehavior and Gemini CLI template-ID mapping failure are different provider integration bugs." + }, + { + "left": "issue:21985", + "right": "issue:53480", + "accept": false, + "reason": "Cross-provider failover corrupting tool results is unrelated to Discord `/reset` setting thinkingLevel=off and breaking tool calling." + }, + { + "left": "issue:24662", + "right": "issue:67759", + "accept": false, + "reason": "Image paste delivery and image recognition with a DashScope base URL are separate WebChat image workflows." + }, + { + "left": "issue:30247", + "right": "issue:32739", + "accept": false, + "reason": "Feishu WebSocket `client.on` failure and Slack Socket Mode infinite restart loop are unrelated provider-specific socket bugs." + }, + { + "left": "issue:37465", + "right": "issue:43305", + "accept": false, + "reason": "k2p5 invalid tool-call format and OpenAI Responses string-too-long after tool calls are distinct tool-call validation failures." + }, + { + "left": "issue:65564", + "right": "issue:66533", + "accept": false, + "reason": "Heartbeat isolated-session transcript reuse and WebChat session selector showing heartbeat are related only by naming, not by the same bug." + }, + { + "left": "issue:63740", + "right": "issue:66752", + "accept": false, + "reason": "Dist source corruption causing SyntaxError is unrelated to ARM64 npm global install missing module error." + }, + { + "left": "issue:65608", + "right": "issue:68314", + "accept": false, + "reason": "Matrix crypto build failure on pnpm vs false broken-lockfile on `--no-optional` are different pnpm/package-manager issues." + }, + { + "left": "issue:32838", + "right": "issue:66050", + "accept": false, + "reason": "Missing advisory scope file in hook packaging is unrelated to managed browser CDP websocket reachability." + }, + { + "left": "issue:31486", + "right": "issue:33272", + "accept": false, + "reason": "Custom-provider image tool support and reasoning_effort being sent to unsupported endpoints are different provider capability bugs." + }, + { + "left": "issue:63768", + "right": "issue:64945", + "accept": false, + "reason": "Update completion cache refresh missing markdown file and qa-lab packaging regression breaking CLI startup are separate packaging/update issues." + }, + { + "left": "issue:66507", + "right": "issue:68239", + "accept": false, + "reason": "Shared session between WeChat and Feishu channels and duplicate accumulation in a webchat session are not the same underlying defect." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 214, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:19598", + "issue:22003", + "issue:25371", + "issue:30923", + "issue:31043", + "issue:31440", + "issue:31598", + "issue:32245", + "issue:32430", + "issue:34449", + "issue:35095", + "issue:45064", + "issue:51084", + "issue:51205", + "issue:52454", + "issue:52766", + "issue:53644", + "issue:53956", + "issue:57898", + "issue:62678", + "issue:62762", + "issue:63079", + "issue:63422", + "issue:63540", + "issue:63561", + "issue:63602", + "issue:63609", + "issue:63896", + "issue:63921", + "issue:64244", + "issue:64287", + "issue:64407", + "issue:65079", + "issue:65742", + "issue:66092", + "issue:66159", + "issue:66314", + "issue:66356", + "issue:66370", + "issue:66510", + "issue:66588", + "issue:67002", + "issue:67035", + "issue:67414", + "issue:67817", + "issue:67984", + "issue:68059" + ], + "soft_pairs": [ + "issue:65079|issue:67984", + "issue:66370|issue:67414", + "issue:32430|issue:34449", + "issue:62678|issue:63921", + "issue:45064|issue:66159", + "issue:66510|issue:67035", + "issue:52766|issue:53644", + "issue:62762|issue:64407", + "issue:19598|issue:67002", + "issue:22003|issue:31440", + "issue:32245|issue:63602", + "issue:51084|issue:52454", + "issue:53956|issue:63540", + "issue:66588|issue:68059", + "issue:30923|issue:64244", + "issue:35095|issue:63079", + "issue:63422|issue:64287", + "issue:52766|issue:63561", + "issue:57898|issue:63609", + "issue:63896|issue:66092", + "issue:66356|issue:67817", + "issue:31043|issue:65742", + "issue:25371|issue:66314", + "issue:31598|issue:51205" + ], + "prepared_review_unit_hash": "e88ffba8b3d718fe752d2346f5208e9dfd51178030543245780c76c1af29f40e", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 24, + "serialized_chars": 35087, + "estimated_input_tokens": 8772, + "estimated_eval_tokens": 17800 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Most pairs are not duplicates; they span different subsystems, symptoms, or even feature requests. Only issue:35095 and issue:63079 look like the same Google Chat webhook auth/audience-validation bug; all other soft edges should be rejected.", + "confidence": 0.92, + "canonical_issue_reason": "issue:35095 is the earliest and most specific report of the Google Chat inbound webhook 401/audience-validation failure, so it best represents the only true duplicate pair.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:35095 is the strongest issue to keep as the canonical tracker because it clearly states the concrete failure mode and has more discussion context than its duplicate.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:65079", + "right": "issue:67984", + "accept": false, + "reason": "Security-vulnerability/dependency hygiene vs npm install failure; different problems." + }, + { + "left": "issue:66370", + "right": "issue:67414", + "accept": false, + "reason": "Both touch images in Control UI, but one is disappearing-after-send/history-refresh and the other is blank previews plus reprocessing on history load; not the same bug." + }, + { + "left": "issue:32430", + "right": "issue:34449", + "accept": false, + "reason": "Race/order bug vs message-processing stall until next user message; distinct symptoms and likely different code paths." + }, + { + "left": "issue:62678", + "right": "issue:63921", + "accept": false, + "reason": "Content leaked to users vs raw session-corpus metadata surfaced in dreaming/REM; different output issues." + }, + { + "left": "issue:45064", + "right": "issue:66159", + "accept": false, + "reason": "OOM/memory leak on basic commands vs 100% CPU hang in doctor with large agents.list; not the same failure." + }, + { + "left": "issue:66510", + "right": "issue:67035", + "accept": false, + "reason": "Reading-indicator UI glitch vs Windows input/reply rendering regression; unrelated regressions." + }, + { + "left": "issue:52766", + "right": "issue:53644", + "accept": false, + "reason": "Local loopback handshake timeout for CLI RPC vs Discord websocket 1006 crash/reconnect failure; different transports and bugs." + }, + { + "left": "issue:62762", + "right": "issue:64407", + "accept": false, + "reason": "Both are gateway/connectivity related, but one is closed-before-connect repro and the other is CLI connect failure after heartbeat config changes; not one issue." + }, + { + "left": "issue:19598", + "right": "issue:67002", + "accept": false, + "reason": "Slack thread support feature request vs per-channel workspace feature request; unrelated changes." + }, + { + "left": "issue:22003", + "right": "issue:31440", + "accept": false, + "reason": "Session bleeding causing 401 auth errors vs sessions not shared between Telegram and Webchat; opposite behavior, different bug." + }, + { + "left": "issue:32245", + "right": "issue:63602", + "accept": false, + "reason": "Vertex embedded null/object error vs MCP inputSchema.type validation error; different components and code paths." + }, + { + "left": "issue:51084", + "right": "issue:52454", + "accept": false, + "reason": "Feishu document-reading issue vs Telegram direct thread propagation issue; unrelated." + }, + { + "left": "issue:53956", + "right": "issue:63540", + "accept": false, + "reason": "MiniMax reasoning-tag parsing vs TTS voiceCompatibility flag; different provider features." + }, + { + "left": "issue:66588", + "right": "issue:68059", + "accept": false, + "reason": "Browser plugin launch failure on Raspberry Pi 5 vs Playwright snapshot API incompatibility; different root causes." + }, + { + "left": "issue:30923", + "right": "issue:64244", + "accept": false, + "reason": "gpt-5.3-codex routing/payload blockers vs MiniMax image-tool routing bypass; different models and failures." + }, + { + "left": "issue:35095", + "right": "issue:63079", + "accept": true, + "reason": "Both describe the same Google Chat inbound auth problem: webhook requests fail with 401/audience validation despite matching audience." + }, + { + "left": "issue:63422", + "right": "issue:64287", + "accept": false, + "reason": "Sub-agent exec tool-call regression vs broken parentId chain in JSONL transcripts; distinct bugs." + }, + { + "left": "issue:52766", + "right": "issue:63561", + "accept": false, + "reason": "Gateway handshake timeout vs false systemd-unavailable detection in status/install; different issues." + }, + { + "left": "issue:57898", + "right": "issue:63609", + "accept": false, + "reason": "General instability complaint vs CLI commands hanging and getting SIGKILL; not a duplicate pair." + }, + { + "left": "issue:63896", + "right": "issue:66092", + "accept": false, + "reason": "Media allowlist/temp-dir drop vs audioAsVoice flag loss; different TTS pipeline problems." + }, + { + "left": "issue:66356", + "right": "issue:67817", + "accept": false, + "reason": "Guided setup skipping Discord token input vs service file missing DISCORD_BOT_TOKEN; related area but not the same bug." + }, + { + "left": "issue:31043", + "right": "issue:65742", + "accept": false, + "reason": "Signal /approve ID mismatch vs pdf tool unknown model for custom provider; unrelated." + }, + { + "left": "issue:25371", + "right": "issue:66314", + "accept": false, + "reason": "OpenRouter 402 misclassified as context overflow vs billing cooldown path bypassing billing-message formatting; different error-handling bugs." + }, + { + "left": "issue:31598", + "right": "issue:51205", + "accept": false, + "reason": "Empty local VLLM response vs CLI/models switching errors; different symptoms and components." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "Grounded in the packet. The only accepted duplicate pair, issue:35095 \u2194 issue:63079, is well supported by the titles, and the other soft-edge rejections are conservative given the available evidence. No PR mergeability concerns apply." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 215, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:29670", + "issue:30773", + "issue:30816", + "issue:30844", + "issue:30922", + "issue:32449", + "issue:33349", + "issue:34243", + "issue:34324", + "issue:35859", + "issue:44496", + "issue:47650", + "issue:50651", + "issue:50888", + "issue:50966", + "issue:51716", + "issue:52257", + "issue:52397", + "issue:52488", + "issue:52729", + "issue:53455", + "issue:53512", + "issue:53554", + "issue:53647", + "issue:53824", + "issue:56874", + "issue:58479", + "issue:63366", + "issue:63999", + "issue:64341", + "issue:64724", + "issue:64835", + "issue:65125", + "issue:65368", + "issue:65468", + "issue:65534", + "issue:65676", + "issue:65763", + "issue:66100", + "issue:66178", + "issue:66470", + "issue:67308", + "issue:67610", + "issue:67726", + "issue:67737", + "issue:68004", + "issue:68194", + "issue:68209" + ], + "soft_pairs": [ + "issue:53512|issue:65676", + "issue:66470|issue:68209", + "issue:30922|issue:52397", + "issue:33349|issue:34243", + "issue:34324|issue:65468", + "issue:47650|issue:52488", + "issue:56874|issue:65368", + "issue:30844|issue:50966", + "issue:52729|issue:67737", + "issue:32449|issue:65125", + "issue:29670|issue:63366", + "issue:29670|issue:64341", + "issue:33349|issue:67610", + "issue:35859|issue:53455", + "issue:44496|issue:65763", + "issue:50651|issue:65534", + "issue:51716|issue:68194", + "issue:52257|issue:53554", + "issue:58479|issue:66100", + "issue:63999|issue:66178", + "issue:30816|issue:67308", + "issue:50888|issue:53647", + "issue:64835|issue:68004", + "issue:30773|issue:53824", + "issue:64724|issue:67726" + ], + "prepared_review_unit_hash": "6e7e3f0816e2e6fb186e26034d8fbad29c6f6a4805883f1f3e0ba309231b32b9", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 25, + "serialized_chars": 35493, + "estimated_input_tokens": 8874, + "estimated_eval_tokens": 18004 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This set is not a true duplicate cluster: the items span many unrelated bugs across UI, auth/pairing, provider routing, cron/sandbox, messaging, and model/tooling. The soft edges are all only superficial semantic matches, so none should be merged.", + "confidence": 0.97, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": "Issue 58479 is the strongest standalone report in the set: it has a clear, specific symptom (approval succeeds but exec loses the approval / regenerates an id) and enough detail to be actionable. It is the most representative high-signal issue here, even though the overall cluster is heterogeneous.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:53512", + "right": "issue:65676", + "accept": false, + "reason": "Both mention model switching/turn-state problems, but one is about agent switch being ignored after context saturation while the other is a fallback-selection loop. Different code paths and failure modes." + }, + { + "left": "issue:66470", + "right": "issue:68209", + "accept": false, + "reason": "They both involve codex/gpt-5.4 behavior, but one is a stuck pondering state after completion and the other is runaway context growth plus workspace contamination when switching models. Not the same bug." + }, + { + "left": "issue:30922", + "right": "issue:52397", + "accept": false, + "reason": "The second item has no usable title/content signal, and the first is a version string display bug. No basis to treat these as the same issue." + }, + { + "left": "issue:33349", + "right": "issue:34243", + "accept": false, + "reason": "Both touch sandbox-related behavior, but one is missing full sandbox configuration for webhook-invoked agents while the other is a bundled-skills path escape error. Different underlying problems." + }, + { + "left": "issue:34324", + "right": "issue:65468", + "accept": false, + "reason": "Both describe duplicate deliveries, but one is WebChat replies also going to Telegram and the other is audio attachments being delivered twice on Telegram. Similar symptom, not clearly the same code path." + }, + { + "left": "issue:47650", + "right": "issue:52488", + "accept": false, + "reason": "These both mention scope/auth issues, but one is a broader regression with CLI scope validation and a missing webhook route, while the other is a missing operator.read scope after pairing. Not the same concrete bug." + }, + { + "left": "issue:56874", + "right": "issue:65368", + "accept": false, + "reason": "Both are update-related failures, but one is Discord voice module/config breakage and the other is plugin update failure from a missing hashed runtime chunk. Different subsystems." + }, + { + "left": "issue:30844", + "right": "issue:50966", + "accept": false, + "reason": "Both concern provider/model routing, but one is a hard-coded OAuth-provider routing bug and the other is failing to switch provider when the UI model changes. Related theme, different defect." + }, + { + "left": "issue:52729", + "right": "issue:67737", + "accept": false, + "reason": "Both are webhook/hook delivery problems, but one is a LINE webhook 404 from hooks.internal.enabled and the other is typed hooks not firing for WhatsApp. Different channels and mechanics." + }, + { + "left": "issue:32449", + "right": "issue:65125", + "accept": false, + "reason": "One is a 401 HMAC relay auth failure for the Chrome extension; the other is browser attach failing on macOS despite manual CDP working. Not the same bug." + }, + { + "left": "issue:29670", + "right": "issue:63366", + "accept": false, + "reason": "Both involve pairing/auth wording, but one is Control UI requiring pairing despite allowTailscale=true while the other is stale operator.read scope warnings after pairing. Different symptom and likely different code path." + }, + { + "left": "issue:29670", + "right": "issue:64341", + "accept": false, + "reason": "The second issue lacks a meaningful title/content, so there is no evidence it matches the Control UI pairing bug in the first issue." + }, + { + "left": "issue:33349", + "right": "issue:67610", + "accept": false, + "reason": "Both are sandbox/plugin-related, but one is missing full sandbox configuration and the other throws in requireSandboxBackendFactory during startup after plugin registration. Different lifecycle point and failure." + }, + { + "left": "issue:35859", + "right": "issue:53455", + "accept": false, + "reason": "One is duplicate WebChat delivery to Telegram, the other is a WebChat UI metadata block being shown after replies. Both are WebChat-related but clearly different bugs." + }, + { + "left": "issue:44496", + "right": "issue:65763", + "accept": false, + "reason": "One is an image model recognition issue with LM Studio deployed models; the other is provider-registered models being rejected as not allowed unless an alias is used. Different model selection/compatibility problems." + }, + { + "left": "issue:50651", + "right": "issue:65534", + "accept": false, + "reason": "One is duplicate model IDs hidden from a dropdown; the other is reasoning:true models excluded from provider-filtered output. Different filtering logic." + }, + { + "left": "issue:51716", + "right": "issue:68194", + "accept": false, + "reason": "Both are streaming/message delivery issues, but one is Signal SSE failing on Node 24 and the other is Matrix sync stalling after initial catchup. Different transport and failure mode." + }, + { + "left": "issue:52257", + "right": "issue:53554", + "accept": false, + "reason": "These are both Control UI/WebChat UI issues, but one is an authorization popup overflowing the browser viewport and the other is message box width auto-sizing. Pure UI polish, not the same bug." + }, + { + "left": "issue:58479", + "right": "issue:66100", + "accept": false, + "reason": "One is an approval consumption/id-regeneration bug in Control UI; the other is an Android bootstrap-token auth loop on plain LAN ws://. Unrelated auth flows." + }, + { + "left": "issue:63999", + "right": "issue:66178", + "accept": false, + "reason": "Both involve raw tool-call markup leaking into chat, but they reference different model/runtime paths (Qwen tool XML vs MemPalace MCP blocks). Similar symptom, insufficient evidence of one underlying bug." + }, + { + "left": "issue:30816", + "right": "issue:67308", + "accept": false, + "reason": "The first is a Discord timeout/duplicate-delivery bug; the second is a heartbeat file causing token burn. Completely different issues." + }, + { + "left": "issue:50888", + "right": "issue:53647", + "accept": false, + "reason": "Both involve isolated cron/sub-agent execution, but one is an empty payload from a sub-agent announce path and the other is cron stopping after a sessions_yield boundary. Different concrete failures." + }, + { + "left": "issue:64835", + "right": "issue:68004", + "accept": false, + "reason": "Both touch memory tooling, but one is no search results because vec0 shadow data is not populated, while the other is an empty tools array preventing tool calls. Related area, different root cause." + }, + { + "left": "issue:30773", + "right": "issue:53824", + "accept": false, + "reason": "One is a write-tool false error after successfully creating a file; the other is an isolated cron delivery failure after gateway restart with unknown channel. Different components." + }, + { + "left": "issue:64724", + "right": "issue:67726", + "accept": false, + "reason": "Both are audio-related, but one is Telegram voice-message understanding not firing and the other is TTS auto mode not triggering. Different pipeline stages and symptoms." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 216, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:29670", + "issue:30768", + "issue:31382", + "issue:32113", + "issue:32983", + "issue:33120", + "issue:33527", + "issue:34324", + "issue:34776", + "issue:34935", + "issue:34961", + "issue:35072", + "issue:36935", + "issue:39446", + "issue:43419", + "issue:44496", + "issue:51656", + "issue:52484", + "issue:53537", + "issue:53542", + "issue:53578", + "issue:53735", + "issue:53857", + "issue:53871", + "issue:53919", + "issue:62276", + "issue:62678", + "issue:62967", + "issue:64541", + "issue:65052", + "issue:65236", + "issue:65244", + "issue:65363", + "issue:65534", + "issue:65571", + "issue:65619", + "issue:65666", + "issue:65921", + "issue:66065", + "issue:66358", + "issue:66619", + "issue:66813", + "issue:67088", + "issue:67922", + "issue:68044", + "issue:68249", + "issue:68413", + "issue:68513" + ], + "soft_pairs": [ + "issue:65052|issue:67088", + "issue:34776|issue:65666", + "issue:34324|issue:36935", + "issue:53537|issue:65363", + "issue:68044|issue:68513", + "issue:62967|issue:65236", + "issue:66358|issue:67922", + "issue:52484|issue:62678", + "issue:62276|issue:65571", + "issue:29670|issue:30768", + "issue:32113|issue:43419", + "issue:33120|issue:65534", + "issue:53735|issue:68413", + "issue:33527|issue:34961", + "issue:65619|issue:65921", + "issue:53919|issue:66065", + "issue:34935|issue:35072", + "issue:31382|issue:53542", + "issue:53578|issue:64541", + "issue:44496|issue:51656", + "issue:39446|issue:66619", + "issue:53857|issue:53871", + "issue:65244|issue:68249", + "issue:32983|issue:66813" + ], + "prepared_review_unit_hash": "cba895fc6a72b1772911f39930ec7d1c923d44a27c77c60f738ccba1f98b404d", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 35484, + "estimated_input_tokens": 8871, + "estimated_eval_tokens": 17998 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This cluster is highly heterogeneous: the issues span unrelated bugs across packaging, browser/CDP, messaging, model routing, and UI/config flows. None of the proposed soft pairs look like the same underlying bug or change, so I would not merge any of them as duplicates.", + "confidence": 0.96, + "canonical_issue_reason": "No single canonical duplicate emerges because the items are mostly unrelated; issue 53857 is the most detailed standalone report, but it does not subsume the others.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 53857 is the strongest individual report: it has a clear repro, concrete symptoms, and enough detail to be actionable, even though it is not representative of the whole set.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:65052", + "right": "issue:67088", + "accept": false, + "reason": "One is about vision-turn stalls with a dynamic image tool; the other is a macOS GUI detection problem with SSH env vars. Different code paths." + }, + { + "left": "issue:34776", + "right": "issue:65666", + "accept": false, + "reason": "Unauthorized Discord slash commands timing out is unrelated to iframe embeds failing auth with 401." + }, + { + "left": "issue:34324", + "right": "issue:36935", + "accept": false, + "reason": "Both mention duplicate messages, but they affect different channels and likely different delivery paths (WebChat\u2192Telegram vs Slack DMs)." + }, + { + "left": "issue:53537", + "right": "issue:65363", + "accept": false, + "reason": "Both involve Gemini, but one is a thinking-loop/model-switch bug and the other is a provider template mapping failure." + }, + { + "left": "issue:68044", + "right": "issue:68513", + "accept": false, + "reason": "Both concern dropped images, but one is direct Anthropic API handling and the other is vision fallback routing when the primary model lacks vision." + }, + { + "left": "issue:62967", + "right": "issue:65236", + "accept": false, + "reason": "A reasoning_effort parameter validation error is unrelated to a MiniMax provider using the wrong endpoint." + }, + { + "left": "issue:66358", + "right": "issue:67922", + "accept": false, + "reason": "Redundant sessions after sweep and Dream Diary writing to stdout are different features with different failure modes." + }, + { + "left": "issue:52484", + "right": "issue:62678", + "accept": false, + "reason": "A subagent handoff timeout returning raw JSON is unrelated to the Chinese-language content moderation question." + }, + { + "left": "issue:62276", + "right": "issue:65571", + "accept": false, + "reason": "Both mention ports, but one is startup port reuse for dreaming schedule and the other is Chrome CDP launch failure on Linux." + }, + { + "left": "issue:29670", + "right": "issue:30768", + "accept": false, + "reason": "Tailscale control UI pairing is unrelated to the duplicate-message bug in enterprise WeChat." + }, + { + "left": "issue:32113", + "right": "issue:43419", + "accept": false, + "reason": "Both are npm/install issues, but one is a missing packaged CLI file while the other is a git-based dependency install failure." + }, + { + "left": "issue:33120", + "right": "issue:65534", + "accept": false, + "reason": "Agent model selector rendering and provider-filtered model listing are separate UI/data-path bugs." + }, + { + "left": "issue:53735", + "right": "issue:68413", + "accept": false, + "reason": "Kimi tool-parameter loss and Moonshot first-chunk timeout are distinct provider/runtime failures." + }, + { + "left": "issue:33527", + "right": "issue:34961", + "accept": false, + "reason": "A tool-profile reporting mismatch is unrelated to Discord voice replies failing after /vc join." + }, + { + "left": "issue:65619", + "right": "issue:65921", + "accept": false, + "reason": "macOS loopback bind resolution and ACP launcher path resolution are separate startup issues." + }, + { + "left": "issue:53919", + "right": "issue:66065", + "accept": false, + "reason": "The VPS Docker browser-task report is broader and less specific; the other is a concrete managed-profile CDP regression. Not the same bug." + }, + { + "left": "issue:34935", + "right": "issue:35072", + "accept": false, + "reason": "Idle-session extra LLM calls and iMessage provider restarts are different background-maintenance problems." + }, + { + "left": "issue:31382", + "right": "issue:53542", + "accept": false, + "reason": "npm global install root detection and plugin API version/UI availability are different packaging/runtime issues." + }, + { + "left": "issue:53578", + "right": "issue:64541", + "accept": false, + "reason": "OAuth slowdown per turn and a model's first heavy turn timing out are not the same failure mode." + }, + { + "left": "issue:44496", + "right": "issue:51656", + "accept": false, + "reason": "Model recognition for LM Studio qwen3-vl and image-tool fallback routing are distinct vision/model-selection bugs." + }, + { + "left": "issue:39446", + "right": "issue:66619", + "accept": false, + "reason": "Cloud-sync EBUSY crashes and Telegram setup trim-of-undefined are unrelated errors." + }, + { + "left": "issue:53857", + "right": "issue:53871", + "accept": false, + "reason": "One is web_search key detection despite valid keys; the other is Telegram config breaking after upgrade. Different subsystems." + }, + { + "left": "issue:65244", + "right": "issue:68249", + "accept": false, + "reason": "sqlite extension loading and Brave plugin loading are unrelated extension/plugin initialization problems." + }, + { + "left": "issue:32983", + "right": "issue:66813", + "accept": false, + "reason": "Heartbeat model configuration being ignored is unrelated to webchat heartbeat target handling and background blocking." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 217, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:19598", + "issue:30242", + "issue:30308", + "issue:30908", + "issue:31544", + "issue:33049", + "issue:33892", + "issue:34520", + "issue:34534", + "issue:36134", + "issue:36935", + "issue:41845", + "issue:47563", + "issue:47650", + "issue:51728", + "issue:52454", + "issue:52565", + "issue:53610", + "issue:53680", + "issue:53742", + "issue:53927", + "issue:54039", + "issue:58140", + "issue:62905", + "issue:64292", + "issue:64553", + "issue:64783", + "issue:65130", + "issue:65408", + "issue:65443", + "issue:65468", + "issue:65528", + "issue:65608", + "issue:65652", + "issue:65748", + "issue:65768", + "issue:65918", + "issue:66038", + "issue:66088", + "issue:66306", + "issue:66403", + "issue:66708", + "issue:66979", + "issue:67151", + "issue:67260", + "issue:67334", + "issue:68027", + "issue:68616" + ], + "soft_pairs": [ + "issue:30308|issue:34520", + "issue:47563|issue:65608", + "issue:65768|issue:65918", + "issue:36134|issue:64292", + "issue:64553|issue:65408", + "issue:36935|issue:65468", + "issue:52565|issue:66403", + "issue:30242|issue:52454", + "issue:33892|issue:62905", + "issue:41845|issue:53742", + "issue:33049|issue:53680", + "issue:31544|issue:68616", + "issue:47650|issue:53927", + "issue:30908|issue:34534", + "issue:51728|issue:65443", + "issue:64783|issue:67151", + "issue:66708|issue:67260", + "issue:65130|issue:67334", + "issue:58140|issue:65652", + "issue:65748|issue:66038", + "issue:53610|issue:54039", + "issue:66088|issue:66306", + "issue:65528|issue:68027", + "issue:19598|issue:66979" + ], + "prepared_review_unit_hash": "706f11605a250e21b8510a1589bfa7449fdf405154142e0045ca4bed26baa5ee", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 35185, + "estimated_input_tokens": 8797, + "estimated_eval_tokens": 17850 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Most items are unrelated one-off bugs/features across different subsystems. The only clear duplicate-looking pair is the BlueBubbles webhook route regression: one issue bundles it in a broader regression report, and the other reports the same route returning 404.", + "confidence": 0.94, + "canonical_issue_reason": "issue:53927 is the clean, single-bug report for the BlueBubbles webhook route 404, while issue:47650 is a broader regression bundle that also mentions it.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:53927 is the best anchor for dedupe because it isolates the exact BlueBubbles webhook failure mode without extra unrelated bugs.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:30308", + "right": "issue:34520", + "accept": false, + "reason": "Different bugs in different areas: Feishu message parsing vs saving model/tool switching in\u4ee3\u7406 mode." + }, + { + "left": "issue:47563", + "right": "issue:65608", + "accept": false, + "reason": "Both are build failures, but with different causes and packages: sharp on macOS arm64 vs matrix-sdk-crypto/pnpm ADDON_DIR." + }, + { + "left": "issue:65768", + "right": "issue:65918", + "accept": false, + "reason": "Unrelated configuration issues: Minimax web_search OAuth token usage vs an OpenAI wizard hint string." + }, + { + "left": "issue:36134", + "right": "issue:64292", + "accept": false, + "reason": "Both involve sessions_spawn, but one is a Gemini fallback bug and the other is an authorization/validation error for agentId." + }, + { + "left": "issue:64553", + "right": "issue:65408", + "accept": false, + "reason": "Different products and failure modes: WhatsApp QR expiry vs Control UI surviving gateway token rotation." + }, + { + "left": "issue:36935", + "right": "issue:65468", + "accept": false, + "reason": "Both are duplicate-message reports, but on different transports and payload types (Slack DMs reply_to vs Telegram voice attachments)." + }, + { + "left": "issue:52565", + "right": "issue:66403", + "accept": false, + "reason": "One is non-functional buttons from listener registration failure; the other is a layout/viewport issue in an approval popup." + }, + { + "left": "issue:30242", + "right": "issue:52454", + "accept": false, + "reason": "Thread-related, but different bugs and integrations: Discord no_active_run spawn failure vs Telegram direct thread routing back to GUI." + }, + { + "left": "issue:33892", + "right": "issue:62905", + "accept": false, + "reason": "Both mention missing files, but they are different files in different plugin build/start paths." + }, + { + "left": "issue:41845", + "right": "issue:53742", + "accept": false, + "reason": "Both are macOS gateway/service issues, but one is LaunchAgent unload/start failure and the other is SecretRef resolution plus token mismatch loop." + }, + { + "left": "issue:33049", + "right": "issue:53680", + "accept": false, + "reason": "Different routing bugs: Telegram forum/topic reply-to deliveryContext vs ACP binding choosing the wrong agent on the second message." + }, + { + "left": "issue:31544", + "right": "issue:68616", + "accept": false, + "reason": "No evidence of the same bug; one is a model-selection warning UX issue and the other has an empty title with no matching details." + }, + { + "left": "issue:47650", + "right": "issue:53927", + "accept": true, + "reason": "Both point to the same BlueBubbles webhook route problem: the route appears registered/listening but POSTs still return 404." + }, + { + "left": "issue:30908", + "right": "issue:34534", + "accept": false, + "reason": "Duplicate plugin-id warnings on restart are unrelated to a daemon corruption updater bug." + }, + { + "left": "issue:51728", + "right": "issue:65443", + "accept": false, + "reason": "Both are delivery problems, but one is Control UI/WebChat attachments and the other is Telegram TTS voice replies." + }, + { + "left": "issue:64783", + "right": "issue:67151", + "accept": false, + "reason": "Different messaging bugs: Feishu bot mention crashes with a ReferenceError, while Discord strips https content from inbound messages." + }, + { + "left": "issue:66708", + "right": "issue:67260", + "accept": false, + "reason": "Different code paths: Active Memory performance/termination issues vs Ollama fallback in long-lived Telegram sessions." + }, + { + "left": "issue:65130", + "right": "issue:67334", + "accept": false, + "reason": "Unrelated update/install failures: container package replacement vs Ollama timeout after upgrade." + }, + { + "left": "issue:58140", + "right": "issue:65652", + "accept": false, + "reason": "Security/installer warning bug vs a recurring dreaming/heartbeat logic bug; not the same underlying change." + }, + { + "left": "issue:65748", + "right": "issue:66038", + "accept": false, + "reason": "Both touch macOS gateway startup, but they describe different defects: entrypoint disagreement vs hardcoded entry.js/service restart/token plist pollution." + }, + { + "left": "issue:53610", + "right": "issue:54039", + "accept": false, + "reason": "Different path-resolution bugs in different features: avatar serving vs read tool on Windows absolute paths." + }, + { + "left": "issue:66088", + "right": "issue:66306", + "accept": false, + "reason": "Discord skill config validation vs macOS health-check state; unrelated." + }, + { + "left": "issue:65528", + "right": "issue:68027", + "accept": false, + "reason": "Different browser lifecycle failures: managed browser dies after spawn vs attachOnly health check says profile is not running." + }, + { + "left": "issue:19598", + "right": "issue:66979", + "accept": false, + "reason": "A Slack thread-support feature request is unrelated to a sandbox limit feature request." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet, and the soft-edge decisions are conservative. The only accepted pair, issue:47650 with issue:53927, is well supported by the BlueBubbles webhook route regression details. The rest are reasonably rejected as distinct bugs/features across different subsystems, with no clear overstatement of evidence." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 218, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:19598", + "issue:30335", + "issue:30350", + "issue:30908", + "issue:32493", + "issue:32892", + "issue:32933", + "issue:35300", + "issue:35609", + "issue:49071", + "issue:51123", + "issue:51189", + "issue:51357", + "issue:51558", + "issue:51656", + "issue:52605", + "issue:53647", + "issue:54013", + "issue:57066", + "issue:58535", + "issue:59943", + "issue:62272", + "issue:63190", + "issue:63349", + "issue:63706", + "issue:64025", + "issue:64686", + "issue:64704", + "issue:64765", + "issue:64821", + "issue:65304", + "issue:65362", + "issue:65375", + "issue:65808", + "issue:65870", + "issue:65921", + "issue:66370", + "issue:66591", + "issue:66952", + "issue:67168", + "issue:67619", + "issue:67896", + "issue:68027", + "issue:68352", + "issue:68394", + "issue:68643", + "issue:68696" + ], + "soft_pairs": [ + "issue:30335|issue:65304", + "issue:49071|issue:67619", + "issue:54013|issue:63190", + "issue:64025|issue:64704", + "issue:64686|issue:68352", + "issue:66370|issue:68394", + "issue:53647|issue:66952", + "issue:35300|issue:51189", + "issue:57066|issue:65921", + "issue:51357|issue:68027", + "issue:51558|issue:65375", + "issue:32892|issue:68696", + "issue:32933|issue:35609", + "issue:30350|issue:51656", + "issue:51123|issue:59943", + "issue:65870|issue:68643", + "issue:52605|issue:67896", + "issue:62272|issue:64765", + "issue:63349|issue:63706", + "issue:64765|issue:65362", + "issue:32493|issue:58535", + "issue:64821|issue:67168", + "issue:19598|issue:65808", + "issue:30908|issue:66591" + ], + "prepared_review_unit_hash": "7a01753a5a40265721e80caa632a0917035cfe9fd2ec8fbd2febc2cea2bf441b", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 24, + "serialized_chars": 34685, + "estimated_input_tokens": 8672, + "estimated_eval_tokens": 17600 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "These items are mostly unrelated single-issue reports; the soft matches are largely lexical and should be rejected. The only strong duplicate-looking pair is the Control UI image-message disappearance reports (66370/68394).", + "confidence": 0.94, + "canonical_issue_reason": "issue:68394 is the clearest representative of the Control UI image-message disappearance bug: it is concise, specific, and matches the same symptom reported in issue:66370.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:68394 is the strongest canonical issue candidate overall because it describes a concrete, reproducible UI failure with a narrow scope and clear user impact.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:30335", + "right": "issue:65304", + "accept": false, + "reason": "Existing-file edit-tool lookup failure is unrelated to Windows tool calls all failing with missing parameters." + }, + { + "left": "issue:49071", + "right": "issue:67619", + "accept": false, + "reason": "Duplicate workspace creation after Feishu switching is a different bug than context loss when switching chat sessions." + }, + { + "left": "issue:54013", + "right": "issue:63190", + "accept": false, + "reason": "Both are Telegram voice-note issues, but one is outbound transcript echo routing and the other is ASR ingestion; different failure points." + }, + { + "left": "issue:64025", + "right": "issue:64704", + "accept": false, + "reason": "ClawHub plugin search/install disconnect is not the same as a missing active-memory package on npm/ClawHub." + }, + { + "left": "issue:64686", + "right": "issue:68352", + "accept": false, + "reason": "False provenance warnings and misleading allowlist/plugin-ID warnings are different warning paths and symptoms." + }, + { + "left": "issue:66370", + "right": "issue:68394", + "accept": true, + "reason": "Both report the same Control UI bug where uploaded/user image messages disappear after send or after assistant completion/history refresh." + }, + { + "left": "issue:53647", + "right": "issue:66952", + "accept": false, + "reason": "Cron stopping at a sessions_yield boundary is unrelated to an OAuth refresh-token race and status misreporting." + }, + { + "left": "issue:35300", + "right": "issue:51189", + "accept": false, + "reason": "Session-title flicker to Heartbeat is unrelated to Feishu agent_end event handling and auto-capture failure." + }, + { + "left": "issue:57066", + "right": "issue:65921", + "accept": false, + "reason": "OpenRouter alias resolution and ACP launcher path resolution are separate provider/path bugs." + }, + { + "left": "issue:51357", + "right": "issue:68027", + "accept": false, + "reason": "Both are false-negative timeout-style reports, but one is probe/gateway and the other is browser attach/CDP; not the same bug." + }, + { + "left": "issue:51558", + "right": "issue:65375", + "accept": false, + "reason": "WhatsApp message-handler access and LINE webhook response blocking are different integration problems." + }, + { + "left": "issue:32892", + "right": "issue:68696", + "accept": false, + "reason": "No substantive duplicate evidence; one is missing provider plugins, the other has no meaningful title/content here." + }, + { + "left": "issue:32933", + "right": "issue:35609", + "accept": false, + "reason": "Both mention commands hanging, but the affected commands and described failure modes differ enough to treat as separate issues." + }, + { + "left": "issue:30350", + "right": "issue:51656", + "accept": false, + "reason": "Webchat heartbeat title flicker is unrelated to image-tool vision fallback routing." + }, + { + "left": "issue:51123", + "right": "issue:59943", + "accept": false, + "reason": "MiniMax VLM 400 errors and Ollama unknown-model errors are different provider/model-resolution failures." + }, + { + "left": "issue:65870", + "right": "issue:68643", + "accept": false, + "reason": "A bad docs URL is not the same as an incorrect provider base URL causing model calls to fail." + }, + { + "left": "issue:52605", + "right": "issue:67896", + "accept": false, + "reason": "BlueBubbles webhook 404 after upgrade is unrelated to exec tool returning no result." + }, + { + "left": "issue:62272", + "right": "issue:64765", + "accept": false, + "reason": "Missing module on update and Active Memory returning NONE are unrelated package-resolution vs retrieval bugs." + }, + { + "left": "issue:63349", + "right": "issue:63706", + "accept": false, + "reason": "Both involve voice notes, but they affect different platforms and likely different pipelines." + }, + { + "left": "issue:64765", + "right": "issue:65362", + "accept": false, + "reason": "Relevant-memory recall returning NONE is unrelated to Ollama local model discovery." + }, + { + "left": "issue:32493", + "right": "issue:58535", + "accept": false, + "reason": "Slack manifest framing and Discord announce field removal are different message-formatting problems." + }, + { + "left": "issue:64821", + "right": "issue:67168", + "accept": false, + "reason": "Plugin-init log corruption of config values is distinct from logging.file being ignored." + }, + { + "left": "issue:19598", + "right": "issue:65808", + "accept": false, + "reason": "Slack thread support is a feature request, not the same as separating Telegram reactions from requireMention." + }, + { + "left": "issue:30908", + "right": "issue:66591", + "accept": false, + "reason": "Duplicate plugin-id warnings and invalid ContextEngine registration are unrelated configuration/runtime issues." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The analysis is grounded in the packet and stays conservative on the soft matches. The only accepted pair, issue:66370 vs issue:68394, is a credible duplicate-looking Control UI image-disappearance bug based on the titles/bodies. The rest of the rejections are appropriately cautious, and the summary does not overstate the evidence." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 219, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:17924", + "issue:28222", + "issue:30923", + "issue:31280", + "issue:31414", + "issue:32752", + "issue:32852", + "issue:33180", + "issue:33263", + "issue:33730", + "issue:34111", + "issue:34243", + "issue:34324", + "issue:35405", + "issue:36301", + "issue:37457", + "issue:37465", + "issue:38826", + "issue:41342", + "issue:41845", + "issue:45096", + "issue:49934", + "issue:50401", + "issue:51809", + "issue:53960", + "issue:55298", + "issue:57672", + "issue:64776", + "issue:64778", + "issue:64900", + "issue:65499", + "issue:65538", + "issue:65584", + "issue:65603", + "issue:65663", + "issue:65697", + "issue:66591", + "issue:67114", + "issue:67415", + "issue:67423", + "issue:67595", + "issue:67834", + "issue:67852", + "issue:68118", + "issue:68633", + "issue:68696", + "issue:68851" + ], + "soft_pairs": [ + "issue:33180|issue:34324", + "issue:36301|issue:55298", + "issue:68633|issue:68851", + "issue:28222|issue:33730", + "issue:30923|issue:65663", + "issue:17924|issue:37457", + "issue:38826|issue:53960", + "issue:41342|issue:68118", + "issue:64776|issue:64778", + "issue:34111|issue:67415", + "issue:64900|issue:65538", + "issue:51809|issue:65499", + "issue:67423|issue:67834", + "issue:31414|issue:55298", + "issue:32752|issue:34243", + "issue:32852|issue:49934", + "issue:33263|issue:68696", + "issue:35405|issue:65603", + "issue:37465|issue:57672", + "issue:65584|issue:67114", + "issue:41845|issue:65697", + "issue:31280|issue:67595", + "issue:45096|issue:50401", + "issue:66591|issue:67852" + ], + "prepared_review_unit_hash": "9a9be30f90c6819a8e217a149888baed2b9c10831a038d77f593c1a5471a1e8f", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 24, + "serialized_chars": 34629, + "estimated_input_tokens": 8658, + "estimated_eval_tokens": 17572 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "No strong duplicate cluster here: the items span many unrelated bugs, so all proposed soft pairs should be rejected. If forced to pick a representative issue, #30923 is the most fully specified standalone report, but it is not a true canonical duplicate anchor for the set.", + "confidence": 0.76, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": "#30923 has the most complete, high-signal report (explicit symptoms, two independent blockers, and inbound references), so it is the best standalone triage representative among otherwise unrelated issues.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:33180", + "right": "issue:34324", + "accept": false, + "reason": "Both are Telegram/Webchat delivery problems, but one is about sendMessageDraft creating pinned-message behavior in DMs while the other is duplicate delivery to Telegram; different symptom and code path." + }, + { + "left": "issue:36301", + "right": "issue:55298", + "accept": false, + "reason": "Both involve version/config refresh after updates, but one is npm global update causing UI/service version mismatch and the other is pm2 reload not applying ecosystem changes; not the same bug." + }, + { + "left": "issue:68633", + "right": "issue:68851", + "accept": false, + "reason": "Both concern webchat image sending, but one is attachments cleared before WebSocket send on connection failure while the other is drag/drop and paste failing to send; distinct failure modes." + }, + { + "left": "issue:28222", + "right": "issue:33730", + "accept": false, + "reason": "Completely unrelated: diagnostics-otel plugin malfunction vs a vague/title-only issue with no matching subsystem or symptom." + }, + { + "left": "issue:30923", + "right": "issue:65663", + "accept": false, + "reason": "Both mention tool/reasoning payload issues, but they target different providers and different concrete failures: Codex API routing plus payload blockers vs Azure OpenAI Responses API replay/history ordering." + }, + { + "left": "issue:17924", + "right": "issue:37457", + "accept": false, + "reason": "One is sandboxed agents not translating skill paths in the system prompt; the other is OPENCLAW_STATE_DIR being ignored for auto-created agent dirs. Same general area, different bug." + }, + { + "left": "issue:38826", + "right": "issue:53960", + "accept": false, + "reason": "Both involve leaked literal tokens in chat output, but one is TTS/Telegram NO_REPLY leakage and the other is webchat failing to strip a reply tag; different mechanism and channel." + }, + { + "left": "issue:41342", + "right": "issue:68118", + "accept": false, + "reason": "TTS audio truncation on a custom endpoint is unrelated to OpenRouter failing after an update." + }, + { + "left": "issue:64776", + "right": "issue:64778", + "accept": false, + "reason": "Both touch memory/search storage, but loading sqlite-vec during runtime sync and rebuilding FTS5 after force reindex are separate problems." + }, + { + "left": "issue:34111", + "right": "issue:67415", + "accept": false, + "reason": "Nextcloud Talk webhook delivery failure and macOS Talk Mode audio dropping on tool-call turns are different integrations and failure paths." + }, + { + "left": "issue:64900", + "right": "issue:65538", + "accept": false, + "reason": "Remote CDP running-state mismatch is unrelated to screen readers announcing every streamed token." + }, + { + "left": "issue:51809", + "right": "issue:65499", + "accept": false, + "reason": "Dashboard model-picker prefixing and malformed UIA cross-signing upload are unrelated subsystems and behaviors." + }, + { + "left": "issue:67423", + "right": "issue:67834", + "accept": false, + "reason": "Auth-router apiKey resolution and openai-codex /v1 suffix + empty models are different provider/auth bugs." + }, + { + "left": "issue:31414", + "right": "issue:55298", + "accept": false, + "reason": "Both mention update-related version/config mismatch, but systemd service version drift and pm2 ecosystem reload behavior are not the same issue." + }, + { + "left": "issue:32752", + "right": "issue:34243", + "accept": false, + "reason": "Skill enablement not overriding requires.bins is unrelated to sandbox path escape errors." + }, + { + "left": "issue:32852", + "right": "issue:49934", + "accept": false, + "reason": "RTL preview direction in Telegram and mixed-language control UI are different localization issues." + }, + { + "left": "issue:33263", + "right": "issue:68696", + "accept": false, + "reason": "Webchat duplicate assistant replies via delivery-mirror is not the same as an empty-title bug report." + }, + { + "left": "issue:35405", + "right": "issue:65603", + "accept": false, + "reason": "Chrome extension nonce mismatch and Azure Foundry schema/tool payload rejection are distinct gateway/provider handshake failures." + }, + { + "left": "issue:37465", + "right": "issue:57672", + "accept": false, + "reason": "Both are tool-call validation issues, but they involve different providers and incompatible payload shapes; not enough evidence of one underlying bug." + }, + { + "left": "issue:65584", + "right": "issue:67114", + "accept": false, + "reason": "CLI hang on exit and Windows status/health stalling after restart are related only at a very broad level; different commands and symptoms." + }, + { + "left": "issue:41845", + "right": "issue:65697", + "accept": false, + "reason": "Both mention macOS LaunchAgent problems, but one is start/restart failing after unload while the other is a crash caused by an entrypoint mismatch after pnpm update." + }, + { + "left": "issue:31280", + "right": "issue:67595", + "accept": false, + "reason": "macOS kickstart service not found on restart is unrelated to LaunchAgent token embedding and channels-list fetch failure." + }, + { + "left": "issue:45096", + "right": "issue:50401", + "accept": false, + "reason": "Missing diagnostics traces to Langfuse and DeepSeek tool-call schema rejection are unrelated subsystems." + }, + { + "left": "issue:66591", + "right": "issue:67852", + "accept": false, + "reason": "ContextEngine id mismatch and Discord button schema validation are entirely different bugs." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 220, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:21985", + "issue:29367", + "issue:31487", + "issue:32753", + "issue:33120", + "issue:33259", + "issue:34415", + "issue:42446", + "issue:50253", + "issue:52162", + "issue:53386", + "issue:53556", + "issue:53641", + "issue:53892", + "issue:56982", + "issue:57055", + "issue:57256", + "issue:62535", + "issue:62627", + "issue:62875", + "issue:63561", + "issue:63816", + "issue:63992", + "issue:64070", + "issue:64523", + "issue:64835", + "issue:65316", + "issue:65317", + "issue:65519", + "issue:65563", + "issue:65646", + "issue:65751", + "issue:65848", + "issue:66004", + "issue:66219", + "issue:66253", + "issue:66752", + "issue:66813", + "issue:66839", + "issue:67606", + "issue:67915", + "issue:67988", + "issue:67989", + "issue:68241", + "issue:68305", + "issue:68522", + "issue:68530", + "issue:68804" + ], + "soft_pairs": [ + "issue:65316|issue:66813", + "issue:32753|issue:33259", + "issue:33120|issue:67988", + "issue:57256|issue:67915", + "issue:57055|issue:66752", + "issue:68305|issue:68804", + "issue:65317|issue:65848", + "issue:53386|issue:53892", + "issue:50253|issue:53556", + "issue:53641|issue:63816", + "issue:56982|issue:63561", + "issue:66219|issue:68530", + "issue:21985|issue:65646", + "issue:31487|issue:62535", + "issue:65563|issue:68522", + "issue:66253|issue:67606", + "issue:42446|issue:63992", + "issue:52162|issue:64835", + "issue:64523|issue:67989", + "issue:65751|issue:66839", + "issue:62627|issue:62875", + "issue:64070|issue:68241", + "issue:29367|issue:65519", + "issue:34415|issue:66004" + ], + "prepared_review_unit_hash": "1ceffa441d43abfafe7718f9a8bf0783cd31cd029f9625b04d8fe00639ff645c", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 35409, + "estimated_input_tokens": 8853, + "estimated_eval_tokens": 17962 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Most pairs are false positives across unrelated bugs. The only strong duplicate-like pair is the WhatsApp echo/self-reply loop on outbound group messages.", + "confidence": 0.79, + "canonical_issue_reason": "Issue #53892 is the best anchor: it is the most specific report of the WhatsApp outbound-group echo bug, with the regression context and concrete self-reply failure mode.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue #53892 is the clearest representative of the one real duplicate pair; it names the exact code path (`openclaw message send` echoing back as inbound) and the observable regression.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:65316", + "right": "issue:66813", + "accept": false, + "reason": "Different subsystems and failures: sandbox write-tool exposure vs webchat heartbeat/target scheduling." + }, + { + "left": "issue:32753", + "right": "issue:33259", + "accept": false, + "reason": "One is `/acp` inline-arg handling; the other is a stale version display after upgrade." + }, + { + "left": "issue:33120", + "right": "issue:67988", + "accept": false, + "reason": "Both are model-selector UI issues, but the symptoms differ: wrong inheritance label vs alias/key shown instead of display name." + }, + { + "left": "issue:57256", + "right": "issue:67915", + "accept": false, + "reason": "Both mention an \"unavailable\" UI state, but one is about memory availability and the other is about attachment visibility/folder access." + }, + { + "left": "issue:57055", + "right": "issue:66752", + "accept": false, + "reason": "Sandbox SSRF policy enforcement and an ARM64 module-not-found packaging error are unrelated." + }, + { + "left": "issue:68305", + "right": "issue:68804", + "accept": false, + "reason": "Both are false-warning reports, but they affect different channels and different status paths." + }, + { + "left": "issue:65317", + "right": "issue:65848", + "accept": false, + "reason": "Both involve Python/sandboxed tooling, but one is a write helper failure and the other is skill installation." + }, + { + "left": "issue:53386", + "right": "issue:53892", + "accept": true, + "reason": "Same underlying WhatsApp echo bug: outbound group messages are reflected back as inbound/self messages, causing reply loops." + }, + { + "left": "issue:50253", + "right": "issue:53556", + "accept": false, + "reason": "IPv6 bind-lan support and a generic channel-compatibility proposal are not the same bug." + }, + { + "left": "issue:53641", + "right": "issue:63816", + "accept": false, + "reason": "Both report success with missing media/attachments, but they are different channels and different delivery paths." + }, + { + "left": "issue:56982", + "right": "issue:63561", + "accept": false, + "reason": "One is trusted-proxy auth reporting an error; the other is a false systemd-unavailable status check." + }, + { + "left": "issue:66219", + "right": "issue:68530", + "accept": false, + "reason": "Systemd repair token leakage and heartbeat-spawned narrative sessions are unrelated." + }, + { + "left": "issue:21985", + "right": "issue:65646", + "accept": false, + "reason": "Both mention session corruption/fallback, but one is toolResult/toolCallId corruption and the other is model drift." + }, + { + "left": "issue:31487", + "right": "issue:62535", + "accept": false, + "reason": "Feature request for log timezone config vs config rejection of timezone are different issues and likely different code paths." + }, + { + "left": "issue:65563", + "right": "issue:68522", + "accept": false, + "reason": "Webhook flow creation and provider DNS lookup failures are unrelated." + }, + { + "left": "issue:66253", + "right": "issue:67606", + "accept": false, + "reason": "Both involve image/attachment handling, but one drops multimodal input and the other crashes on a text-only model format mismatch." + }, + { + "left": "issue:42446", + "right": "issue:63992", + "accept": false, + "reason": "Internal tool output leaking into chat is unrelated to session-key writes hardcoding the default agent ID." + }, + { + "left": "issue:52162", + "right": "issue:64835", + "accept": false, + "reason": "Both are memory_search issues, but one is proxy/ENOTFOUND transport failure and the other is missing vec0 shadow data." + }, + { + "left": "issue:64523", + "right": "issue:67989", + "accept": false, + "reason": "Webchat mirror routing and OpenRouter model routing are different code paths and different failure modes." + }, + { + "left": "issue:65751", + "right": "issue:66839", + "accept": false, + "reason": "Slack manifest framing corruption and macOS system.run.prepare advertising are unrelated." + }, + { + "left": "issue:62627", + "right": "issue:62875", + "accept": false, + "reason": "Both are packaging/runtime regressions, but one is missing optional deps broadly and the other is a missing Telegram plugin src directory." + }, + { + "left": "issue:64070", + "right": "issue:68241", + "accept": false, + "reason": "ARM64 doctor/runtime dependency detection and unknown-model rejection are unrelated." + }, + { + "left": "issue:29367", + "right": "issue:65519", + "accept": false, + "reason": "Both are sub-agent inheritance bugs, but one concerns workspace inheritance and the other model override inheritance." + }, + { + "left": "issue:34415", + "right": "issue:66004", + "accept": false, + "reason": "Discord attachment corruption and subagent frozenResultText null are unrelated failures." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet and stays conservative. The only accepted pair, issue:53386 vs issue:53892, is clearly the same WhatsApp echo/self-reply regression from the titles. The other soft-edge rejections are generally well-supported by the issue titles and do not overstate duplicate evidence." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 221, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:29367", + "issue:30025", + "issue:30768", + "issue:32953", + "issue:33349", + "issue:34387", + "issue:34631", + "issue:35275", + "issue:35884", + "issue:41978", + "issue:43177", + "issue:45064", + "issue:49071", + "issue:51205", + "issue:53409", + "issue:53464", + "issue:53486", + "issue:53783", + "issue:53803", + "issue:53878", + "issue:55222", + "issue:57099", + "issue:57349", + "issue:60970", + "issue:63211", + "issue:63620", + "issue:64111", + "issue:64210", + "issue:64529", + "issue:64633", + "issue:64764", + "issue:65076", + "issue:65208", + "issue:65210", + "issue:66135", + "issue:66151", + "issue:66207", + "issue:67135", + "issue:67168", + "issue:67260", + "issue:67747", + "issue:67961", + "issue:67975", + "issue:68002", + "issue:68120", + "issue:68241", + "issue:68305", + "issue:68452" + ], + "soft_pairs": [ + "issue:53878|issue:63620", + "issue:68120|issue:68452", + "issue:33349|issue:34631", + "issue:35884|issue:49071", + "issue:53409|issue:68305", + "issue:66207|issue:67961", + "issue:30025|issue:35275", + "issue:60970|issue:67975", + "issue:64529|issue:67168", + "issue:32953|issue:53486", + "issue:67135|issue:67260", + "issue:29367|issue:30768", + "issue:57099|issue:64111", + "issue:63211|issue:67747", + "issue:53464|issue:66135", + "issue:45064|issue:57349", + "issue:65076|issue:68241", + "issue:43177|issue:64210", + "issue:41978|issue:55222", + "issue:51205|issue:68002", + "issue:34387|issue:66151", + "issue:64764|issue:65208", + "issue:53783|issue:64633", + "issue:53803|issue:65210" + ], + "prepared_review_unit_hash": "1b31f7ba816191236d97588ea64fda4db53b26caff36f2a10356fdcfed1aa5fe", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 35377, + "estimated_input_tokens": 8845, + "estimated_eval_tokens": 17946 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This cluster is mostly a mix of unrelated bugs with a few true duplicate subpairs. The strongest overlap is the macOS LaunchAgent gateway stop/start failure, with additional likely duplicates around Telegram cron delivery reporting and Control UI message rendering.", + "confidence": 0.78, + "canonical_issue_reason": "issue:41978 is the clearest, best-scoped bug report and directly overlaps 55222 on the same macOS LaunchAgent stop/start recovery failure.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:41978 is the strongest representative of the only clearly duplicate subcluster in this set.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:53878", + "right": "issue:63620", + "accept": false, + "reason": "Different bugs: macOS gateway LaunchAgent recovery vs Dreaming tab overlay blocking the page." + }, + { + "left": "issue:68120", + "right": "issue:68452", + "accept": false, + "reason": "Different paths: OpenRouter empty assistant messages vs cron NO_REPLY classification for isolated turns." + }, + { + "left": "issue:33349", + "right": "issue:34631", + "accept": false, + "reason": "Both involve gateway/webhooks, but one is sandbox config and the other is intermittent LINE 404 routing." + }, + { + "left": "issue:35884", + "right": "issue:49071", + "accept": false, + "reason": "Feishu duplicate plugin warning is unrelated to duplicate workspaces when switching clients." + }, + { + "left": "issue:53409", + "right": "issue:68305", + "accept": false, + "reason": "Feature request about Telegram approval visibility vs a warning string mismatch about reasoning streams." + }, + { + "left": "issue:66207", + "right": "issue:67961", + "accept": true, + "reason": "Same Control UI message-rendering bug: sent user messages flicker / fail to appear immediately due to optimistic update/history reload behavior." + }, + { + "left": "issue:30025", + "right": "issue:35275", + "accept": false, + "reason": "Embedded run connection error is unrelated to Feishu persistent-connection availability." + }, + { + "left": "issue:60970", + "right": "issue:67975", + "accept": false, + "reason": "Silent session creation failure is unrelated to startup Codex probing causing EPIPE." + }, + { + "left": "issue:64529", + "right": "issue:67168", + "accept": false, + "reason": "Different issues: reply media path allowlist vs logging.file config not being applied." + }, + { + "left": "issue:32953", + "right": "issue:53486", + "accept": false, + "reason": "Both are Feishu regressions, but they affect different message features and code paths." + }, + { + "left": "issue:67135", + "right": "issue:67260", + "accept": false, + "reason": "One is false overflow after /new; the other is long-lived Telegram fallback behavior." + }, + { + "left": "issue:29367", + "right": "issue:30768", + "accept": false, + "reason": "Default subagent workspace inheritance is unrelated to duplicate enterprise WeChat messages." + }, + { + "left": "issue:57099", + "right": "issue:64111", + "accept": false, + "reason": "Explicit Ollama provider registration failure is unrelated to vision-model image tool access." + }, + { + "left": "issue:63211", + "right": "issue:67747", + "accept": false, + "reason": "Both involve cron/exec policy, but one is ask=off prompting and the other is askFallback being stripped on restart." + }, + { + "left": "issue:53464", + "right": "issue:66135", + "accept": false, + "reason": "Anthropic token truncation on paste is unrelated to background exec/cr\u043e\u043d/CLI print truncation." + }, + { + "left": "issue:45064", + "right": "issue:57349", + "accept": false, + "reason": "Both mention OOM, but one is a specific gateway-status/doctor leak and the other is filesystem-scan heap exhaustion." + }, + { + "left": "issue:65076", + "right": "issue:68241", + "accept": false, + "reason": "Audio transcription failure and unknown model rejection are different bugs." + }, + { + "left": "issue:43177", + "right": "issue:64210", + "accept": true, + "reason": "Same Telegram cron delivery bug family: delivery status reported incorrectly / no post despite a run completing." + }, + { + "left": "issue:41978", + "right": "issue:55222", + "accept": true, + "reason": "Same macOS gateway LaunchAgent stop/start recovery failure; both describe launchd/service unload breakage." + }, + { + "left": "issue:51205", + "right": "issue:68002", + "accept": false, + "reason": "CLI tool/model-switch errors and local Ollama reply issues are not the same concrete failure." + }, + { + "left": "issue:34387", + "right": "issue:66151", + "accept": false, + "reason": "Missing gateway folder and missing subagent registry module are unrelated missing-path failures." + }, + { + "left": "issue:64764", + "right": "issue:65208", + "accept": false, + "reason": "Remote CDP reachability on WSL2/Edge is not the same as not passing --remote-debugging-port on macOS." + }, + { + "left": "issue:53783", + "right": "issue:64633", + "accept": false, + "reason": "Telegram session visibility mismatch is unrelated to gibberish speech output." + }, + { + "left": "issue:53803", + "right": "issue:65210", + "accept": false, + "reason": "Duplicated tool results in session context is unrelated to token-usage UI and auto-compression failures." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary stays grounded in the packet and the conservative pair verdicts look appropriate. The three accepted pairs are well-supported by the issue titles: macOS LaunchAgent stop/start recovery (41978/55222), Telegram cron delivery/reporting confusion (43177/64210), and Control UI immediate message display flicker/history reload (66207/67961). The rejected pairs are generally separated by different features or code paths, and the overall characterization as mostly unrelated bugs with a few duplicate subpairs is fair." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 222, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:18813", + "issue:30202", + "issue:30314", + "issue:31486", + "issue:31544", + "issue:32752", + "issue:34308", + "issue:34476", + "issue:35297", + "issue:36410", + "issue:39690", + "issue:50976", + "issue:51154", + "issue:51658", + "issue:53285", + "issue:53309", + "issue:53464", + "issue:53547", + "issue:53697", + "issue:53733", + "issue:53824", + "issue:53879", + "issue:53888", + "issue:53917", + "issue:54039", + "issue:54689", + "issue:62959", + "issue:62960", + "issue:63725", + "issue:64465", + "issue:65152", + "issue:65247", + "issue:65326", + "issue:65538", + "issue:65646", + "issue:65686", + "issue:65733", + "issue:66091", + "issue:66635", + "issue:67216", + "issue:67288", + "issue:67537", + "issue:67681", + "issue:67857", + "issue:67917", + "issue:68120", + "issue:68172", + "issue:68363" + ], + "soft_pairs": [ + "issue:53285|issue:67857", + "issue:53547|issue:54039", + "issue:54689|issue:65686", + "issue:62960|issue:67216", + "issue:65538|issue:65733", + "issue:65152|issue:68120", + "issue:66635|issue:68363", + "issue:62959|issue:65646", + "issue:18813|issue:63725", + "issue:30202|issue:65247", + "issue:30314|issue:53309", + "issue:31486|issue:39690", + "issue:31544|issue:64465", + "issue:32752|issue:67288", + "issue:34308|issue:50976", + "issue:34476|issue:35297", + "issue:36410|issue:51154", + "issue:51658|issue:67537", + "issue:53464|issue:67917", + "issue:53697|issue:53917", + "issue:53733|issue:66091", + "issue:53824|issue:67681", + "issue:53879|issue:68172", + "issue:53888|issue:65326" + ], + "prepared_review_unit_hash": "4aa733c8e740e250dc9734a84ed000dfbb2593a96c9898408120b3b6572e7c1a", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 35380, + "estimated_input_tokens": 8845, + "estimated_eval_tokens": 17946 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This cluster is a grab-bag of mostly unrelated issues across different subsystems and platforms. I found no soft edge that looks like the same underlying bug/change, so all candidate merges are rejected. With no PRs present, the strongest standalone issue to anchor triage is the active, well-scoped 67288 report.", + "confidence": 0.33, + "canonical_issue_reason": "Issue 67288 is the most concrete and active report in the set, with multiple references and a clearly stated root cause, making it the best anchor only in the absence of any real duplicate cluster.", + "canonical_pr_reason": null, + "best_issue_reason": "67288 is the most suitable global representative because it is specific, reproducible, and has the strongest discussion/reference signal among otherwise unrelated issues.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:53285", + "right": "issue:67857", + "accept": false, + "reason": "Different bugs in different areas: WhatsApp dependency/package failure vs Intel Mac native package support for memory-lancedb." + }, + { + "left": "issue:53547", + "right": "issue:54039", + "accept": false, + "reason": "Both involve workspace/path handling, but one is bootstrap file loading and the other is absolute Windows path normalization; not the same code-path problem." + }, + { + "left": "issue:54689", + "right": "issue:65686", + "accept": false, + "reason": "Both mention Telegram/cron delivery, but one is broken file sending after an update and the other is unwanted full-session text being delivered." + }, + { + "left": "issue:62960", + "right": "issue:67216", + "accept": false, + "reason": "Both are SSRF-adjacent, but they affect different providers and opposite scenarios: Slack private file fetch vs Google Generative AI image generation." + }, + { + "left": "issue:65538", + "right": "issue:65733", + "accept": false, + "reason": "Accessibility streaming verbosity and Windows plugin discovery performance are unrelated subsystems and failure modes." + }, + { + "left": "issue:65152", + "right": "issue:68120", + "accept": false, + "reason": "Both are model/provider integration bugs, but one is missing function_call/tool definitions in OpenAI Codex sessions and the other is empty assistant messages from OpenRouter." + }, + { + "left": "issue:66635", + "right": "issue:68363", + "accept": false, + "reason": "WhatsApp inline media send failure and LM Studio heartbeat/model reload looping are unrelated concrete bugs." + }, + { + "left": "issue:62959", + "right": "issue:65646", + "accept": false, + "reason": "Both mention drift/state, but one is a gateway crash after hot-reload from schema drift and the other is runtime model drift from fallback handling." + }, + { + "left": "issue:18813", + "right": "issue:63725", + "accept": false, + "reason": "A TLS CI enforcement feature request is unrelated to adding web chat file upload." + }, + { + "left": "issue:30202", + "right": "issue:65247", + "accept": false, + "reason": "Both are WebChat visibility leaks, but the triggers differ: refresh/system-heartbeat leakage vs history-replay synthetic transcript-repair leakage." + }, + { + "left": "issue:30314", + "right": "issue:53309", + "accept": false, + "reason": "Feishu cron delivery not reaching group chats is different from cron status falsely showing failure after successful send." + }, + { + "left": "issue:31486", + "right": "issue:39690", + "accept": false, + "reason": "Custom provider support in image tool config is not the same bug as multimodal messages being ignored for custom Ollama Cloud models." + }, + { + "left": "issue:31544", + "right": "issue:64465", + "accept": false, + "reason": "The second issue is effectively unspecified, so there is no evidence they describe the same bug." + }, + { + "left": "issue:32752", + "right": "issue:67288", + "accept": false, + "reason": "Both concern config gating, but they are different checks in different subsystems and not the same underlying override bug." + }, + { + "left": "issue:34308", + "right": "issue:50976", + "accept": false, + "reason": "Both are messaging-routing problems, but one is Telegram inter-session delivery and the other is Slack multi-agent streaming routing." + }, + { + "left": "issue:34476", + "right": "issue:35297", + "accept": false, + "reason": "API address changes not taking effect and Windows tool-toggle persistence/save-disabled issues are different UI/config problems." + }, + { + "left": "issue:36410", + "right": "issue:51154", + "accept": false, + "reason": "Provider sticking during retry loops is not the same as long-context session hanging and file-based reset failing to clear memory." + }, + { + "left": "issue:51658", + "right": "issue:67537", + "accept": false, + "reason": "A custom Brave Search base URL feature request is unrelated to GitHub login failures." + }, + { + "left": "issue:53464", + "right": "issue:67917", + "accept": false, + "reason": "Both are auth/setup failures, but one is Anthropic token paste truncation and the other is openai-codex TLS/runtime fetch errors." + }, + { + "left": "issue:53697", + "right": "issue:53917", + "accept": false, + "reason": "Both are Feishu send issues, but one is schema validation of a required card field and the other is missing mediaLocalRoots propagation." + }, + { + "left": "issue:53733", + "right": "issue:66091", + "accept": false, + "reason": "An Intel Mac app feature request is unrelated to a complaint about AGENT response speed." + }, + { + "left": "issue:53824", + "right": "issue:67681", + "accept": false, + "reason": "Unknown-channel delivery after gateway restart and duplicate cron replies despite --no-deliver are different delivery/state bugs." + }, + { + "left": "issue:53879", + "right": "issue:68172", + "accept": false, + "reason": "Both are media-capability errors, but one is Telegram file upload/channel availability and the other is Gemini vision support detection." + }, + { + "left": "issue:53888", + "right": "issue:65326", + "accept": false, + "reason": "Both are Google Chat integration issues, but one is webhook auth/appPrincipal handling and the other is add-ons JWT/event-format incompatibility." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 223, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:28834", + "issue:30316", + "issue:30923", + "issue:31595", + "issue:32807", + "issue:35560", + "issue:35884", + "issue:43305", + "issue:51804", + "issue:52292", + "issue:53231", + "issue:57055", + "issue:62472", + "issue:63026", + "issue:63974", + "issue:64326", + "issue:64707", + "issue:64710", + "issue:64799", + "issue:64959", + "issue:64966", + "issue:65042", + "issue:65177", + "issue:65182", + "issue:65210", + "issue:65218", + "issue:65368", + "issue:65399", + "issue:65468", + "issue:65538", + "issue:65619", + "issue:65676", + "issue:65740", + "issue:65742", + "issue:66189", + "issue:66280", + "issue:66533", + "issue:66637", + "issue:66741", + "issue:66895", + "issue:66972", + "issue:66975", + "issue:67131", + "issue:67469", + "issue:67740", + "issue:67989", + "issue:68057" + ], + "soft_pairs": [ + "issue:57055|issue:65218", + "issue:64707|issue:68057", + "issue:65177|issue:65182", + "issue:65538|issue:65676", + "issue:65740|issue:66972", + "issue:64710|issue:64966", + "issue:66895|issue:67131", + "issue:32807|issue:66637", + "issue:30923|issue:67989", + "issue:31595|issue:35560", + "issue:52292|issue:65468", + "issue:66533|issue:66975", + "issue:65042|issue:65619", + "issue:43305|issue:65210", + "issue:65368|issue:66189", + "issue:62472|issue:67469", + "issue:63026|issue:66280", + "issue:65399|issue:67740", + "issue:53231|issue:66741", + "issue:64799|issue:65619", + "issue:28834|issue:51804", + "issue:63974|issue:64959", + "issue:30316|issue:35884", + "issue:64326|issue:65742" + ], + "prepared_review_unit_hash": "9ffe68aeb263384b8641065e37d51f4e0a5280ff69eed0f78da08bbbe8616aba", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 24, + "serialized_chars": 35193, + "estimated_input_tokens": 8799, + "estimated_eval_tokens": 17854 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "All proposed soft edges look like false positives: they share broad vocabulary (duplicates, routing, persistence, timeouts, UI) but point to different bugs, code paths, or integrations. No pull requests are present, and there is no safe canonical issue for this mixed cluster.", + "confidence": 0.96, + "canonical_issue_reason": "No issue is a safe canonical; the soft pairs are only superficially similar and describe different bugs in different subsystems.", + "canonical_pr_reason": "No pull requests are present in the input.", + "best_issue_reason": "No single issue is representative enough because the items split across unrelated channels, config, routing, and UI problems.", + "best_pr_reason": "No pull requests are present in the input.", + "soft_edge_verdicts": [ + { + "left": "issue:57055", + "right": "issue:65218", + "accept": false, + "reason": "Different bugs: sandbox browser SSRF policy handling vs embedded heartbeat compaction-reserve logic." + }, + { + "left": "issue:64707", + "right": "issue:68057", + "accept": false, + "reason": "Different integrations and failures: Feishu default account creation vs Telegram custom commands lost on restart." + }, + { + "left": "issue:65177", + "right": "issue:65182", + "accept": false, + "reason": "Config migration bug vs UI tag-stripping bug; no shared underlying code path." + }, + { + "left": "issue:65538", + "right": "issue:65676", + "accept": false, + "reason": "Accessibility streaming verbosity vs model fallback/routing loop; unrelated behaviors." + }, + { + "left": "issue:65740", + "right": "issue:66972", + "accept": false, + "reason": "Chrome CDP websocket startup failure vs stale ACP session blocking /new; different session layers." + }, + { + "left": "issue:64710", + "right": "issue:64966", + "accept": false, + "reason": "Both mention timeouts, but one is Ollama agent invocation and the other is routing fallback timing." + }, + { + "left": "issue:66895", + "right": "issue:67131", + "accept": false, + "reason": "Failover state persistence vs persisted chatgpt baseUrl normalization; different config/state bugs." + }, + { + "left": "issue:32807", + "right": "issue:66637", + "accept": false, + "reason": "Both touch browser relay/proxy, but one is missing browser tools in sessions and the other is remote-mode proxy failure." + }, + { + "left": "issue:30923", + "right": "issue:67989", + "accept": false, + "reason": "Different providers and root causes: API-key gpt-5.3-codex blockers vs OpenRouter routing failure." + }, + { + "left": "issue:31595", + "right": "issue:35560", + "accept": false, + "reason": "Telegram config persistence on restart vs doctor injecting orphan keys; related area but different defects." + }, + { + "left": "issue:52292", + "right": "issue:65468", + "accept": false, + "reason": "Duplicate image sends via MEDIA auto-attach vs duplicate Telegram voice notes; same symptom class, different pipeline." + }, + { + "left": "issue:66533", + "right": "issue:66975", + "accept": false, + "reason": "WebChat session-label corruption vs Telegram command loss after upgrade; unrelated subsystems." + }, + { + "left": "issue:65042", + "right": "issue:65619", + "accept": false, + "reason": "Gmail watcher duplication/bind conflict vs macOS loopback bind resolving to 0.0.0.0; different failures." + }, + { + "left": "issue:43305", + "right": "issue:65210", + "accept": false, + "reason": "OpenAI Responses input-id validation vs control UI token display/auto-compression; not the same bug." + }, + { + "left": "issue:65368", + "right": "issue:66189", + "accept": false, + "reason": "Both involve missing dist artifacts, but they are different files and features, not one fixable change." + }, + { + "left": "issue:62472", + "right": "issue:67469", + "accept": false, + "reason": "Context-window persistence bug vs Gemini reply persistence bug; distinct storage paths." + }, + { + "left": "issue:63026", + "right": "issue:66280", + "accept": false, + "reason": "File upload routed to heartbeat vs x-openclaw-model override routing 500; different request paths." + }, + { + "left": "issue:65399", + "right": "issue:67740", + "accept": false, + "reason": "Claude billing error from schema identifier vs OpenAI Codex OAuth mismatch/error classification; unrelated causes." + }, + { + "left": "issue:53231", + "right": "issue:66741", + "accept": false, + "reason": "Memory status/scoping issue vs vector index creation failure; similar domain, different underlying problem." + }, + { + "left": "issue:64799", + "right": "issue:65619", + "accept": false, + "reason": "Model lookup failure on macOS vs gateway bind resolution to 0.0.0.0; unrelated areas." + }, + { + "left": "issue:28834", + "right": "issue:51804", + "accept": false, + "reason": "Slack message_changed retriggering AI responses vs WhatsApp quoted-mention detection; different event logic." + }, + { + "left": "issue:63974", + "right": "issue:64959", + "accept": false, + "reason": "Discord reply reliability under overflow/restart timing vs zombie main-session contamination after restart; different session bugs." + }, + { + "left": "issue:30316", + "right": "issue:35884", + "accept": false, + "reason": "Telegram duplicate message delivery vs duplicate plugin-id config warning; not the same underlying bug." + }, + { + "left": "issue:64326", + "right": "issue:65742", + "accept": false, + "reason": "Hardcoded Ollama token count vs custom-provider model lookup failure; different model metadata issues." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 224, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:30242", + "issue:30667", + "issue:32245", + "issue:33157", + "issue:34249", + "issue:34776", + "issue:39549", + "issue:46012", + "issue:50017", + "issue:51052", + "issue:51099", + "issue:53010", + "issue:53247", + "issue:53673", + "issue:53721", + "issue:53744", + "issue:53753", + "issue:53892", + "issue:55275", + "issue:57033", + "issue:57386", + "issue:60100", + "issue:62276", + "issue:62783", + "issue:62958", + "issue:63110", + "issue:63992", + "issue:64465", + "issue:64555", + "issue:64599", + "issue:64644", + "issue:64724", + "issue:65076", + "issue:65244", + "issue:65375", + "issue:66004", + "issue:66124", + "issue:66125", + "issue:66756", + "issue:67247", + "issue:67646", + "issue:67976", + "issue:68001", + "issue:68434", + "issue:68585", + "issue:68606", + "issue:68643", + "issue:68784" + ], + "soft_pairs": [ + "issue:53247|issue:64599", + "issue:66756|issue:67247", + "issue:33157|issue:39549", + "issue:32245|issue:64465", + "issue:51052|issue:53010", + "issue:64644|issue:67976", + "issue:34776|issue:50017", + "issue:66124|issue:68784", + "issue:51099|issue:63992", + "issue:53673|issue:63110", + "issue:62276|issue:68001", + "issue:68434|issue:68585", + "issue:66125|issue:67646", + "issue:30242|issue:66004", + "issue:30667|issue:68643", + "issue:53721|issue:53892", + "issue:53753|issue:60100", + "issue:46012|issue:65244", + "issue:55275|issue:64724", + "issue:62958|issue:68606", + "issue:34249|issue:65375", + "issue:53744|issue:57033", + "issue:57386|issue:65076", + "issue:62783|issue:64555" + ], + "prepared_review_unit_hash": "59b0b9587d190109f4ba992fa0d14d317b76fc9cc569582284f4ac5d89c8fae1", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 35310, + "estimated_input_tokens": 8828, + "estimated_eval_tokens": 17912 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This cluster is a false-positive bundle of unrelated issues/features across Telegram, WhatsApp, OpenRouter, UI, sandbox, and provider integrations. None of the suggested soft pairs look like the same underlying bug/change.", + "confidence": 0.97, + "canonical_issue_reason": "No single canonical issue: the artifacts are from unrelated subsystems and versions, so there is no true duplicate target for the cluster.", + "canonical_pr_reason": null, + "best_issue_reason": "No issue is suitable as a global best representative because the cluster does not share one underlying defect; any pick would be arbitrary.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:53247", + "right": "issue:64599", + "accept": false, + "reason": "Different bugs: WhatsApp plugin crash vs Light Sleep producing confidence=0.00." + }, + { + "left": "issue:66756", + "right": "issue:67247", + "accept": false, + "reason": "Both Telegram-related, but one is a group slash-command regression and the other is native command menu disappearance; different symptoms and likely different fixes." + }, + { + "left": "issue:33157", + "right": "issue:39549", + "accept": false, + "reason": "Web UI token redirect issue vs openclaw dashboard device signature bug; unrelated." + }, + { + "left": "issue:32245", + "right": "issue:64465", + "accept": false, + "reason": "Vertex embedded-run null-object failure vs a generic empty bug stub; no shared underlying problem." + }, + { + "left": "issue:51052", + "right": "issue:53010", + "accept": false, + "reason": "Feature request for Control UI title vs Wechat image sending feature; unrelated." + }, + { + "left": "issue:64644", + "right": "issue:67976", + "accept": false, + "reason": "MiniMax image-understanding empty content vs Volcano/Fireworks-style API 404 on imageModel; different providers and failures." + }, + { + "left": "issue:34776", + "right": "issue:50017", + "accept": false, + "reason": "Discord slash-command authorization timeout vs automatic model fallback on invalid model ID; unrelated code paths." + }, + { + "left": "issue:66124", + "right": "issue:68784", + "accept": false, + "reason": "Dreaming config write/reject mismatch vs Codex app-server approval prompt handling; unrelated." + }, + { + "left": "issue:51099", + "right": "issue:63992", + "accept": false, + "reason": "Default sandbox image missing python3 vs session-key write hardcoding DEFAULT_AGENT_ID; unrelated." + }, + { + "left": "issue:53673", + "right": "issue:63110", + "accept": false, + "reason": "Telegram outbound audio-send preference feature vs WhatsApp audio/voice-note delivery bug; different platforms and behavior." + }, + { + "left": "issue:62276", + "right": "issue:68001", + "accept": false, + "reason": "Port-in-use startup issue for dreaming schedule vs local Ollama TUI reply problem; unrelated." + }, + { + "left": "issue:68434", + "right": "issue:68585", + "accept": false, + "reason": "WhatsApp quoted-reply support vs Slack thread replies; separate feature requests for different integrations." + }, + { + "left": "issue:66125", + "right": "issue:67646", + "accept": false, + "reason": "OpenAI-compatible proxy fallback problem vs OpenRouter silent empty responses; different providers and failure modes." + }, + { + "left": "issue:30242", + "right": "issue:66004", + "accept": false, + "reason": "Thread-bound subagent no_active_run error vs timeoutSeconds frozenResultText null; both subagent-related but not the same bug." + }, + { + "left": "issue:30667", + "right": "issue:68643", + "accept": false, + "reason": "Agent models cache sync on provider baseUrl change vs wrong OpenRouter base URL; config/cache bug vs provider endpoint bug." + }, + { + "left": "issue:53721", + "right": "issue:53892", + "accept": false, + "reason": "Telegram channel init after gateway restart vs WhatsApp outbound group echo/self-reply regression; unrelated channels and symptoms." + }, + { + "left": "issue:53753", + "right": "issue:60100", + "accept": false, + "reason": "Control UI model-picker ID composition bug vs memory embeddings using Gemini instead of ollama; unrelated." + }, + { + "left": "issue:46012", + "right": "issue:65244", + "accept": false, + "reason": "macOS LaunchAgent not loaded after update vs sqlite-vec extension loading requires allowExtension; unrelated." + }, + { + "left": "issue:55275", + "right": "issue:64724", + "accept": false, + "reason": "Telegram outbound queue flush-on-restart bug vs Telegram voice-message media-understanding not firing; different pipelines." + }, + { + "left": "issue:62958", + "right": "issue:68606", + "accept": false, + "reason": "Local Ollama hang in agent/TUI vs plugin executor argument corruption; unrelated runtime paths." + }, + { + "left": "issue:34249", + "right": "issue:65375", + "accept": false, + "reason": "Question about boot configuration vs LINE webhook blocking HTTP 200 and causing timeout; not duplicates." + }, + { + "left": "issue:53744", + "right": "issue:57033", + "accept": false, + "reason": "Google plugin missing image-generation capability vs OpenAI-specific store field sent to Gemini; different API bugs." + }, + { + "left": "issue:57386", + "right": "issue:65076", + "accept": false, + "reason": "Google Chat webhook 401 vs OpenAI audio understanding returning no transcript; unrelated." + }, + { + "left": "issue:62783", + "right": "issue:64555", + "accept": false, + "reason": "OpenRouter auth failure in isolated cron sessions vs WhatsApp credentials leaking across profiles; unrelated security/auth issues." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 225, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:28472", + "issue:29809", + "issue:30341", + "issue:30818", + "issue:30981", + "issue:31440", + "issue:31514", + "issue:33272", + "issue:34298", + "issue:34657", + "issue:36229", + "issue:40941", + "issue:49071", + "issue:49890", + "issue:50976", + "issue:51036", + "issue:51810", + "issue:52397", + "issue:53686", + "issue:53761", + "issue:57066", + "issue:57811", + "issue:59041", + "issue:63937", + "issue:64055", + "issue:65201", + "issue:65277", + "issue:65334", + "issue:65431", + "issue:65494", + "issue:65517", + "issue:65862", + "issue:66728", + "issue:66892", + "issue:67045", + "issue:67198", + "issue:67414", + "issue:67624", + "issue:67798", + "issue:67837", + "issue:68185", + "issue:68222", + "issue:68363", + "issue:68475", + "issue:68530", + "issue:68616", + "issue:68707" + ], + "soft_pairs": [ + "issue:36229|issue:67045", + "issue:40941|issue:51036", + "issue:67414|issue:68707", + "issue:57066|issue:65201", + "issue:66892|issue:68222", + "issue:68185|issue:68363", + "issue:29809|issue:68616", + "issue:34298|issue:64055", + "issue:50976|issue:67837", + "issue:53761|issue:65431", + "issue:67624|issue:67798", + "issue:33272|issue:57811", + "issue:65862|issue:66728", + "issue:65277|issue:68530", + "issue:53686|issue:65517", + "issue:30341|issue:49890", + "issue:30818|issue:52397", + "issue:31514|issue:68475", + "issue:51810|issue:63937", + "issue:59041|issue:65334", + "issue:30981|issue:52397", + "issue:31440|issue:49071", + "issue:65494|issue:67198", + "issue:28472|issue:34657" + ], + "prepared_review_unit_hash": "7e58009d21812058464aaca63febb47323de62706ce25ae376a73d86d60ef8cb", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 24, + "serialized_chars": 34603, + "estimated_input_tokens": 8651, + "estimated_eval_tokens": 17558 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "No true duplicates here: the soft pairs are mostly superficial matches by subsystem or keywords (Canvas, compaction, provider, Telegram, SecretRef), but each pair describes a different concrete failure mode and should stay separate.", + "confidence": 0.96, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": null, + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:36229", + "right": "issue:67045", + "accept": false, + "reason": "Both involve compaction/session failure, but one is corrupt thinking block signatures and the other is sticky model fallback after a tool_use formatting error; different bugs." + }, + { + "left": "issue:40941", + "right": "issue:51036", + "accept": false, + "reason": "Same provider area, but one is missing context/token usage display and the other is empty payloads/zero usage on a custom provider; not the same defect." + }, + { + "left": "issue:67414", + "right": "issue:68707", + "accept": false, + "reason": "Unrelated issues: one is pasted image preview/history handling in Control UI, the other is missing include_usage on openai-completions." + }, + { + "left": "issue:57066", + "right": "issue:65201", + "accept": false, + "reason": "OpenRouter alias resolution vs Gateway auth-token doctor warning are different subsystems and different failure modes." + }, + { + "left": "issue:66892", + "right": "issue:68222", + "accept": false, + "reason": "Both are model/tool-call related, but one is MiniMax tool call ID formatting causing compaction crash and the other is Kimi Code sessions_yield interruptions." + }, + { + "left": "issue:68185", + "right": "issue:68363", + "accept": false, + "reason": "Both end in incomplete turns, but they involve different providers and symptoms (OpenRouter free vs LM Studio repeated loads)." + }, + { + "left": "issue:29809", + "right": "issue:68616", + "accept": false, + "reason": "28616 has no usable title/body here; there is no evidence it matches the Control UI origin/CORS issue." + }, + { + "left": "issue:34298", + "right": "issue:64055", + "accept": false, + "reason": "Same port number appears, but one is localhost root returning Not Found and the other is restart failing because the port is already in use." + }, + { + "left": "issue:50976", + "right": "issue:67837", + "accept": false, + "reason": "Different channels and bugs: Slack multi-agent routing with streaming versus a WhatsApp setup ReferenceError." + }, + { + "left": "issue:53761", + "right": "issue:65431", + "accept": false, + "reason": "Both mention images, but one is provider registration after update and the other is model capability mismatch in the image tool." + }, + { + "left": "issue:67624", + "right": "issue:67798", + "accept": false, + "reason": "OpenAI-codex HTML payload/hanging issue is unrelated to OAuth failure on VPS." + }, + { + "left": "issue:33272", + "right": "issue:57811", + "accept": false, + "reason": "Both are custom-provider compatibility problems, but one is reasoning_effort sent to unsupported endpoints and the other is missing API provider registration for cron jobs." + }, + { + "left": "issue:65862", + "right": "issue:66728", + "accept": false, + "reason": "Onboarding wizard omission versus onboarding crash; same flow, different bug." + }, + { + "left": "issue:65277", + "right": "issue:68530", + "accept": false, + "reason": "Both concern dreaming/narrative sessions spawning too much, but the triggers differ (overnight schedule vs every heartbeat) and the reported consequences differ." + }, + { + "left": "issue:53686", + "right": "issue:65517", + "accept": false, + "reason": "Telegram appears in both, but one is outbound API calls failing while the other is event-loop starvation blocking polling." + }, + { + "left": "issue:30341", + "right": "issue:49890", + "accept": false, + "reason": "The second issue has an empty title/body, so there is no basis to link it to the Gemini fallback rate-limit bug." + }, + { + "left": "issue:30818", + "right": "issue:52397", + "accept": false, + "reason": "Pasted-image upload handling is unrelated to the empty-title issue." + }, + { + "left": "issue:31514", + "right": "issue:68475", + "accept": false, + "reason": "Both are duplicate-message style bugs, but on different platforms and causes (Slack reply tag vs Discord MEDIA file delivery)." + }, + { + "left": "issue:51810", + "right": "issue:63937", + "accept": false, + "reason": "Both touch SecretRef handling, but one is doctor/update on Telegram bot token secrets and the other is Slack plugin registration crashing the CLI; not the same code path." + }, + { + "left": "issue:59041", + "right": "issue:65334", + "accept": false, + "reason": "CLI command availability and host version reporting are unrelated." + }, + { + "left": "issue:30981", + "right": "issue:52397", + "accept": false, + "reason": "Signal group-admin propagation is unrelated to the empty-title issue." + }, + { + "left": "issue:31440", + "right": "issue:49071", + "accept": false, + "reason": "Both mention duplicate creation, but one is shared sessions across Telegram/Webchat and the other is duplicate workspaces on Feishu/new-flow timing." + }, + { + "left": "issue:65494", + "right": "issue:67198", + "accept": false, + "reason": "Different channels and exceptions: iMessage undefined variable vs Feishu constant-assignment error." + }, + { + "left": "issue:28472", + "right": "issue:34657", + "accept": false, + "reason": "Both mention Canvas behind gateway/proxy, but one is 401 Unauthorized via Tailscale Serve and the other is missing capability URLs through reverse proxy; not the same bug." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 226, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:32362", + "issue:33272", + "issue:33864", + "issue:34249", + "issue:34665", + "issue:36507", + "issue:36811", + "issue:38826", + "issue:48479", + "issue:50971", + "issue:52488", + "issue:52766", + "issue:53390", + "issue:53658", + "issue:53876", + "issue:53892", + "issue:53912", + "issue:54050", + "issue:54060", + "issue:60213", + "issue:61005", + "issue:61880", + "issue:63219", + "issue:63923", + "issue:64202", + "issue:64292", + "issue:64452", + "issue:64743", + "issue:64852", + "issue:65563", + "issue:65742", + "issue:65875", + "issue:66088", + "issue:66564", + "issue:66674", + "issue:66732", + "issue:66784", + "issue:66885", + "issue:66957", + "issue:67131", + "issue:67220", + "issue:67357", + "issue:67573", + "issue:68059", + "issue:68181", + "issue:68245", + "issue:68336", + "issue:68797" + ], + "soft_pairs": [ + "issue:53876|issue:53892", + "issue:63923|issue:65742", + "issue:67357|issue:68797", + "issue:67220|issue:68336", + "issue:33864|issue:60213", + "issue:34249|issue:64743", + "issue:53390|issue:64202", + "issue:66957|issue:67131", + "issue:52766|issue:53912", + "issue:32362|issue:36507", + "issue:52488|issue:61005", + "issue:66732|issue:68245", + "issue:50971|issue:63219", + "issue:54060|issue:66674", + "issue:68059|issue:68181", + "issue:61880|issue:66784", + "issue:38826|issue:64452", + "issue:65875|issue:67573", + "issue:34665|issue:36811", + "issue:66564|issue:66885", + "issue:64292|issue:65563", + "issue:48479|issue:54050", + "issue:33272|issue:53658", + "issue:64852|issue:66088" + ], + "prepared_review_unit_hash": "fbea3889a1e3eac790edf820a48da85a740e5bdea81e674999d2d431ac75fc8e", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 35523, + "estimated_input_tokens": 8881, + "estimated_eval_tokens": 18018 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This cluster is mostly a set of unrelated issues connected only by superficial wording. The only clear duplicate pair is the session model override reset bug (#65875 and #67573).", + "confidence": 0.91, + "canonical_issue_reason": "#67573 is the best canonical issue: it states the shared bug directly and covers both /new and /reset, making it broader and cleaner than #65875\u2019s narrower /new-only symptom.", + "canonical_pr_reason": null, + "best_issue_reason": "#67573 is the strongest global issue choice because it captures the full user-facing behavior and the intended fix scope in one place.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:53876", + "right": "issue:53892", + "accept": false, + "reason": "Both are Telegram-related, but one is about channel config after upgrade and the other is about WhatsApp outbound messages being echoed back; different systems and failure modes." + }, + { + "left": "issue:63923", + "right": "issue:65742", + "accept": false, + "reason": "Both involve model/config behavior, but one is auto-compaction/context-window logic and the other is pdf-tool provider validation; not the same bug." + }, + { + "left": "issue:67357", + "right": "issue:68797", + "accept": false, + "reason": "Discord file sending bugs and subagent context leakage are unrelated code paths; no evidence of a shared underlying defect." + }, + { + "left": "issue:67220", + "right": "issue:68336", + "accept": false, + "reason": "Both mention 404s in tool/provider flows, but they target different integrations and endpoints; too broad to merge." + }, + { + "left": "issue:33864", + "right": "issue:60213", + "accept": false, + "reason": "Both can end in session loss, but one is provider-error message deletion and the other is compaction after context_window_exceeded; distinct root causes." + }, + { + "left": "issue:34249", + "right": "issue:64743", + "accept": false, + "reason": "A CLI boot/configuration question is unrelated to the MoE model-selection bug." + }, + { + "left": "issue:53390", + "right": "issue:64202", + "accept": false, + "reason": "Browser snapshot viewport behavior and Dreams Scene CSS clipping are different subsystems and different bug classes." + }, + { + "left": "issue:66957", + "right": "issue:67131", + "accept": false, + "reason": "Both are model/config startup regressions, but one is implicit provider discovery delay and the other is persisted baseUrl path corruption; not the same change." + }, + { + "left": "issue:52766", + "right": "issue:53912", + "accept": false, + "reason": "Gateway startup failures in local loopback vs Docker restart-loop behavior are related only at a high level; the concrete bugs differ." + }, + { + "left": "issue:32362", + "right": "issue:36507", + "accept": false, + "reason": "Both concern file attachments, but Telegram xlsx staging and Slack media/inbound read-tool access are separate channel-specific bugs." + }, + { + "left": "issue:52488", + "right": "issue:61005", + "accept": false, + "reason": "A missing operator.read scope warning and an Android onboarding button disabled offline are unrelated." + }, + { + "left": "issue:66732", + "right": "issue:68245", + "accept": false, + "reason": "Telegram reminder-note leakage and Active Memory reply hangs affect different flows and have different symptoms." + }, + { + "left": "issue:50971", + "right": "issue:63219", + "accept": false, + "reason": "A reverse-proxy/security-group feature request is unrelated to the generic feature issue labeled Mythos." + }, + { + "left": "issue:54060", + "right": "issue:66674", + "accept": false, + "reason": "Both are error-surfacing bugs, but one is a fallback-model rate-limit message and the other is HTML rawError misreported as DNS failure." + }, + { + "left": "issue:68059", + "right": "issue:68181", + "accept": false, + "reason": "Both involve snapshot APIs, but one is a Playwright capability mismatch for refs=aria and the other is malformed params / oversized payloads on macOS." + }, + { + "left": "issue:61880", + "right": "issue:66784", + "accept": false, + "reason": "Video file size limits and provider config-schema validation are different problem spaces." + }, + { + "left": "issue:38826", + "right": "issue:64452", + "accept": false, + "reason": "Both are Telegram audio-related, but one leaks NO_REPLY tokens and the other fails to trigger an agent turn on voice note input." + }, + { + "left": "issue:65875", + "right": "issue:67573", + "accept": true, + "reason": "These describe the same underlying bug: session-level model override is not cleared on new/reset actions, causing fallback to the wrong model instead of the configured default." + }, + { + "left": "issue:34665", + "right": "issue:36811", + "accept": false, + "reason": "Feishu invalid user_id handling and Telegram NO_REPLY leakage are unrelated messaging bugs." + }, + { + "left": "issue:66564", + "right": "issue:66885", + "accept": false, + "reason": "Control UI lag and Telegram polling/subagent timeout on Windows do not share a concrete code path." + }, + { + "left": "issue:64292", + "right": "issue:65563", + "accept": false, + "reason": "sessions_spawn agentId validation and webhooks flow_runs owner_session_key null insertion are different backend issues." + }, + { + "left": "issue:48479", + "right": "issue:54050", + "accept": false, + "reason": "Google-Vertex auth method selection and Telegram lane refresh_token reuse are separate auth bugs." + }, + { + "left": "issue:33272", + "right": "issue:53658", + "accept": false, + "reason": "Both are provider-compatibility problems, but one is reasoning_effort sent to unsupported endpoints and the other is OpenAI-compat store/replay handling." + }, + { + "left": "issue:64852", + "right": "issue:66088", + "accept": false, + "reason": "Google-vertex auth regression and Discord skill token validation are unrelated." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The analyst summary is grounded in the packet and stays conservative. The accepted pair (#65875/#67573) looks like the same session-model-override bug, and the other soft-edge rejections are reasonably supported by the issue titles without overstating shared root causes." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 227, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:26250", + "issue:30672", + "issue:32807", + "issue:33119", + "issue:34582", + "issue:35975", + "issue:36056", + "issue:36057", + "issue:40343", + "issue:51036", + "issue:51084", + "issue:51111", + "issue:53010", + "issue:53566", + "issue:53709", + "issue:53744", + "issue:64131", + "issue:64256", + "issue:64287", + "issue:64291", + "issue:64302", + "issue:64938", + "issue:64982", + "issue:65360", + "issue:65693", + "issue:65751", + "issue:65967", + "issue:66219", + "issue:66597", + "issue:66669", + "issue:66773", + "issue:66839", + "issue:66953", + "issue:67048", + "issue:67051", + "issue:67248", + "issue:67264", + "issue:67378", + "issue:67999", + "issue:68188", + "issue:68241", + "issue:68272", + "issue:68466", + "issue:68593", + "issue:68623", + "issue:68804", + "issue:68818" + ], + "soft_pairs": [ + "issue:64938|issue:68241", + "issue:33119|issue:65360", + "issue:68272|issue:68466", + "issue:65693|issue:66953", + "issue:51111|issue:53709", + "issue:26250|issue:68593", + "issue:32807|issue:51084", + "issue:64291|issue:64302", + "issue:34582|issue:68188", + "issue:36056|issue:66839", + "issue:36057|issue:51036", + "issue:40343|issue:66597", + "issue:51036|issue:68623", + "issue:53010|issue:67048", + "issue:64131|issue:67051", + "issue:64256|issue:65967", + "issue:64982|issue:65751", + "issue:66219|issue:66773", + "issue:66669|issue:67999", + "issue:67248|issue:67264", + "issue:68804|issue:68818", + "issue:64287|issue:67378", + "issue:53566|issue:53744", + "issue:30672|issue:35975" + ], + "prepared_review_unit_hash": "4d022c2f20e1635fe7ee51f73b27e1e1d5ad53d4be9702b691affe00ffc729b6", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 24, + "serialized_chars": 34549, + "estimated_input_tokens": 8638, + "estimated_eval_tokens": 17532 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "No soft edge looks like a true duplicate pair. The proposed matches are mostly superficial (same subsystem, same symptom class, or same wording) but describe different code paths, different products, or different failure modes.", + "confidence": 0.98, + "canonical_issue_reason": "No canonical issue is safe here: the cluster is heterogeneous and the soft pairs are not the same underlying bug.", + "canonical_pr_reason": null, + "best_issue_reason": "No global best issue; none of these issues is a reliable representative duplicate target for the rest.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:64938", + "right": "issue:68241", + "accept": false, + "reason": "Both are 'Unknown model' reports, but they concern different providers/models and likely different registry paths (codex/* startup registration vs Claude model lookup)." + }, + { + "left": "issue:33119", + "right": "issue:65360", + "accept": false, + "reason": "Image attachment rendering in webchat is unrelated to an incorrect context-window display for claude-sonnet-4-6." + }, + { + "left": "issue:68272", + "right": "issue:68466", + "accept": false, + "reason": "Both involve dropped content, but one is about image attachments and the other about URL-containing messages after in-place upgrade; different failure modes." + }, + { + "left": "issue:65693", + "right": "issue:66953", + "accept": false, + "reason": "Both mention session/thread routing, but one is a base-session deliveryContext threadId loss and the other is transcript written to the wrong agent session in a multi-account setup." + }, + { + "left": "issue:51111", + "right": "issue:53709", + "accept": false, + "reason": "WhatsApp QR disconnect/device_removed is unrelated to invalid GH_TOKEN leaking into gh subprocesses." + }, + { + "left": "issue:26250", + "right": "issue:68593", + "accept": false, + "reason": "SSH tunnel security rejection and menubar gateway health-check status are different components and symptoms." + }, + { + "left": "issue:32807", + "right": "issue:51084", + "accept": false, + "reason": "Browser relay messaging-only sessions and Feishu document-reading failure are separate integrations and bugs." + }, + { + "left": "issue:64291", + "right": "issue:64302", + "accept": false, + "reason": "Transcript replay truncation and compaction settings being ignored are related to context handling but not the same concrete bug." + }, + { + "left": "issue:34582", + "right": "issue:68188", + "accept": false, + "reason": "WhatsApp messages only appearing on terminal input is distinct from Matrix delivery failing to reach the agent session." + }, + { + "left": "issue:36056", + "right": "issue:66839", + "accept": false, + "reason": "Control UI allowed-origins rejection and missing system.run.prepare advertisement on macOS are unrelated gateway issues." + }, + { + "left": "issue:36057", + "right": "issue:51036", + "accept": false, + "reason": "Both touch OpenAI-compatible/custom provider handling, but tool_choice loss on streamSimple is not the same as empty payloads and zero usage." + }, + { + "left": "issue:40343", + "right": "issue:66597", + "accept": false, + "reason": "Telegram auto-compaction deleting a delivered message is unrelated to webchat message flicker after send." + }, + { + "left": "issue:51036", + "right": "issue:68623", + "accept": false, + "reason": "Zero-usage completion on a provider path and MCP subprocess cleanup after isolated session completion are different bugs." + }, + { + "left": "issue:53010", + "right": "issue:67048", + "accept": false, + "reason": "Wechat image sending is a feature request; @mention filtering in group chat is a different feature request." + }, + { + "left": "issue:64131", + "right": "issue:67051", + "accept": false, + "reason": "WebUI dreaming page display abnormality and config-validation error when disabling a skill are unrelated UI/config issues." + }, + { + "left": "issue:64256", + "right": "issue:65967", + "accept": false, + "reason": "Wrong-session routing in TUI is unrelated to stale model name display after fallback." + }, + { + "left": "issue:64982", + "right": "issue:65751", + "accept": false, + "reason": "Doctor allowlist advisory wording and broken Slack JSON manifest framing are separate diagnostics/serialization problems." + }, + { + "left": "issue:66219", + "right": "issue:66773", + "accept": false, + "reason": "Both are token/security-related, but one is about doctor repair re-embedding tokens and the other about RPC returning plaintext device tokens; different code paths." + }, + { + "left": "issue:66669", + "right": "issue:67999", + "accept": false, + "reason": "Both are webchat display issues, but one is image attachments not rendering and the other is dynamic message updates requiring refresh." + }, + { + "left": "issue:67248", + "right": "issue:67264", + "accept": false, + "reason": "ACP streamTo failure under GPT-5.4 and tilde-expansion of browser executablePath are unrelated gateway/runtime bugs." + }, + { + "left": "issue:68804", + "right": "issue:68818", + "accept": false, + "reason": "False LINE channel warning and MCP diagram-generator tools not exposed are unrelated integration issues." + }, + { + "left": "issue:64287", + "right": "issue:67378", + "accept": false, + "reason": "Broken parentId chains in transcripts and missing LID\u2192PN resolution causing ghost chats are different WhatsApp/session data-path bugs." + }, + { + "left": "issue:53566", + "right": "issue:53744", + "accept": false, + "reason": "Unknown model rejection and missing image-generation capability are both Google-plugin-related but concern different feature surfaces." + }, + { + "left": "issue:30672", + "right": "issue:35975", + "accept": false, + "reason": "Bedrock geo-restriction reachability failure and third-party relay thinking-mode failure are different provider/network problems." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 228, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:28222", + "issue:30335", + "issue:32113", + "issue:33166", + "issue:33730", + "issue:34308", + "issue:35277", + "issue:35859", + "issue:35975", + "issue:36620", + "issue:36757", + "issue:36838", + "issue:43305", + "issue:50401", + "issue:50982", + "issue:51049", + "issue:53398", + "issue:53708", + "issue:53935", + "issue:58957", + "issue:62627", + "issue:62868", + "issue:62875", + "issue:63190", + "issue:63236", + "issue:63654", + "issue:63725", + "issue:63997", + "issue:64244", + "issue:64287", + "issue:64867", + "issue:64912", + "issue:65582", + "issue:66065", + "issue:66135", + "issue:66588", + "issue:66732", + "issue:67152", + "issue:67314", + "issue:67750", + "issue:68074", + "issue:68188", + "issue:68363", + "issue:68530", + "issue:68696", + "issue:68766", + "issue:68791", + "issue:68810" + ], + "soft_pairs": [ + "issue:58957|issue:67750", + "issue:66135|issue:68810", + "issue:62627|issue:62868", + "issue:35975|issue:43305", + "issue:36757|issue:50982", + "issue:64912|issue:68766", + "issue:32113|issue:63997", + "issue:50401|issue:67152", + "issue:28222|issue:53935", + "issue:63236|issue:64244", + "issue:66065|issue:66588", + "issue:63190|issue:66732", + "issue:68363|issue:68791", + "issue:53398|issue:67314", + "issue:64287|issue:64867", + "issue:30335|issue:33730", + "issue:33166|issue:36620", + "issue:34308|issue:68696", + "issue:35277|issue:35859", + "issue:36838|issue:63725", + "issue:51049|issue:68188", + "issue:62875|issue:65582", + "issue:53708|issue:63654", + "issue:68074|issue:68530" + ], + "prepared_review_unit_hash": "57ae84b46a10b77cfcec8c006ecc9ea03a0d72f5524f736a5ad8cdba7ae8d399", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 35151, + "estimated_input_tokens": 8788, + "estimated_eval_tokens": 17832 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This cluster is mostly a set of false-positive similarity hits across unrelated bugs/features. I rejected all soft edges; there is no clear PR candidate here. The closest issue-level anchor is the session-context/model-switch report, but it does not subsume the rest of the items.", + "confidence": 0.42, + "canonical_issue_reason": "Issue 58957 is the most root-cause-oriented and broadly framed report in the set, centered on session-context handling rather than a narrow symptom.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 58957 is the clearest standalone bug report with a concrete failure mode and enough detail to serve as the best representative issue in this mixed cluster.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:58957", + "right": "issue:67750", + "accept": false, + "reason": "Related session/compaction area, but different failure paths: silent model-switch failure vs auto-compaction timeout and /new fallback." + }, + { + "left": "issue:66135", + "right": "issue:68810", + "accept": false, + "reason": "Both involve Windows/runtime problems, but the concrete symptoms and subsystems differ (cron/print/background exec vs gateway/WebSocket/crash uploads)." + }, + { + "left": "issue:62627", + "right": "issue:62868", + "accept": false, + "reason": "Both are packaging/bundled-plugin regressions, but one is missing optional deps globally while the other is a specific missing Telegram setup file." + }, + { + "left": "issue:35975", + "right": "issue:43305", + "accept": false, + "reason": "Both concern tool-call/session failures, but they describe different providers and distinct error conditions." + }, + { + "left": "issue:36757", + "right": "issue:50982", + "accept": false, + "reason": "Both touch Telegram messaging, but one is a feature request for link preview control and the other is cron topic/thread-id support." + }, + { + "left": "issue:64912", + "right": "issue:68766", + "accept": false, + "reason": "Different bugs in unrelated areas: missing packaged test assets vs Feishu WebSocket reconnect behavior." + }, + { + "left": "issue:32113", + "right": "issue:63997", + "accept": false, + "reason": "Both are packaging/install complaints, but the described missing artifacts and platforms are not the same." + }, + { + "left": "issue:50401", + "right": "issue:67152", + "accept": false, + "reason": "Both involve agent/tool execution, but one is a third-party API relay tool-call error and the other is memory-core subagent runtime misuse." + }, + { + "left": "issue:28222", + "right": "issue:53935", + "accept": false, + "reason": "No clear overlap beyond being bare bug reports; the built-in diagnostics plugin issue and the empty-title issue are not the same bug." + }, + { + "left": "issue:63236", + "right": "issue:64244", + "accept": false, + "reason": "Both are MiniMax image issues, but one is an iMessage processing error and the other is a routing regression to the wrong endpoint." + }, + { + "left": "issue:66065", + "right": "issue:66588", + "accept": false, + "reason": "Both involve browser/CDP startup, but one is a Docker/Linux managed-profile regression and the other is an ARM/Raspberry Pi plugin launch fallback." + }, + { + "left": "issue:63190", + "right": "issue:66732", + "accept": false, + "reason": "Both are Telegram-related, but one is voice note ingestion to ASR and the other is reminder note leakage after scheduling." + }, + { + "left": "issue:68363", + "right": "issue:68791", + "accept": false, + "reason": "Both mention incomplete turns on Windows/heartbeat flows, but the root causes differ: LM Studio heartbeat model loads vs scheduled-task gateway health on native Windows." + }, + { + "left": "issue:53398", + "right": "issue:67314", + "accept": false, + "reason": "One is a misleading dual-stack port-in-use error; the other is a context-limit message caused by heartbeat model bleed. Different bugs and code paths." + }, + { + "left": "issue:64287", + "right": "issue:64867", + "accept": false, + "reason": "Both mention session loss/timeouts, but one is broken parentId chaining in transcripts and the other is an active-memory timeout/failover blockage." + }, + { + "left": "issue:30335", + "right": "issue:33730", + "accept": false, + "reason": "No evidence they are the same bug; one is an edit-tool file lookup problem and the other is an unrelated Chinese-titled issue." + }, + { + "left": "issue:33166", + "right": "issue:36620", + "accept": false, + "reason": "Different concerns: pnpm install/package error versus UI lifecycle node test execution under a specific config." + }, + { + "left": "issue:34308", + "right": "issue:68696", + "accept": false, + "reason": "The Telegram inter-session delivery bug is unrelated to the other empty-titled issue; no shared concrete failure." + }, + { + "left": "issue:35277", + "right": "issue:35859", + "accept": false, + "reason": "Both mention duplicate-looking message behavior, but one is terminal UI duplication and the other is web chat forwarding to Telegram." + }, + { + "left": "issue:36838", + "right": "issue:63725", + "accept": false, + "reason": "Different feature requests for different model/UI capabilities; not the same underlying change." + }, + { + "left": "issue:51049", + "right": "issue:68188", + "accept": false, + "reason": "Both are inbound-message delivery problems, but WhatsApp-on-k3s and Matrix delivery to agent session are separate integrations and failure modes." + }, + { + "left": "issue:62875", + "right": "issue:65582", + "accept": false, + "reason": "Package contents missing a Telegram src directory is unrelated to a macOS mkdir /home/node ENOENT." + }, + { + "left": "issue:53708", + "right": "issue:63654", + "accept": false, + "reason": "Both are vision/image-capability mismatches, but one is openai-codex media provider registration and the other is Qwen Coding Plan endpoint vision blocking." + }, + { + "left": "issue:68074", + "right": "issue:68530", + "accept": false, + "reason": "Both involve dreaming-narrative/memory-core behavior, but one is cleanup permission failure and the other is repeated session spawning with token burn." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 229, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:25303", + "issue:25592", + "issue:29367", + "issue:29506", + "issue:29727", + "issue:30704", + "issue:31760", + "issue:32739", + "issue:32807", + "issue:32838", + "issue:32913", + "issue:34665", + "issue:35632", + "issue:36672", + "issue:37198", + "issue:41342", + "issue:50537", + "issue:50937", + "issue:51062", + "issue:52405", + "issue:53162", + "issue:53464", + "issue:53591", + "issue:53753", + "issue:53849", + "issue:53881", + "issue:53912", + "issue:62875", + "issue:63079", + "issue:63740", + "issue:63999", + "issue:64244", + "issue:64385", + "issue:64397", + "issue:64955", + "issue:64982", + "issue:65043", + "issue:65495", + "issue:66280", + "issue:66290", + "issue:66690", + "issue:66744", + "issue:66785", + "issue:67423", + "issue:67469", + "issue:67485", + "issue:68124", + "issue:68578" + ], + "soft_pairs": [ + "issue:25592|issue:30704", + "issue:63999|issue:65043", + "issue:65495|issue:66690", + "issue:29506|issue:53753", + "issue:32913|issue:67485", + "issue:67469|issue:68578", + "issue:66280|issue:66744", + "issue:36672|issue:53591", + "issue:29727|issue:51062", + "issue:31760|issue:32739", + "issue:32838|issue:68124", + "issue:34665|issue:35632", + "issue:50537|issue:64955", + "issue:53881|issue:66785", + "issue:53912|issue:66290", + "issue:32807|issue:53162", + "issue:50937|issue:52405", + "issue:29367|issue:53849", + "issue:53464|issue:64385", + "issue:63079|issue:63740", + "issue:64982|issue:67423", + "issue:25303|issue:37198", + "issue:62875|issue:64397", + "issue:41342|issue:64244" + ], + "prepared_review_unit_hash": "6f4406d61baa00805201e30da835335fb1ab45b43f34951077025c2a67778015", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 35009, + "estimated_input_tokens": 8753, + "estimated_eval_tokens": 17762 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Mostly unrelated issues; the only strong duplicate-like pair is the tool-call text leakage reports. No PRs are present.", + "confidence": 0.78, + "canonical_issue_reason": "Issue 25592 is the broadest, most central report of the tool-call/text leakage class, and it can encompass the more specific chat-channel leak report in 30704.", + "canonical_pr_reason": null, + "best_issue_reason": "25592 is the best representative issue because it describes the underlying leakage bug at the highest level and is open with broader scope than the specific downstream reports.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:25592", + "right": "issue:30704", + "accept": true, + "reason": "Both describe internal text/tool-call trace leaking into user-visible chat output; 30704 looks like a concrete channel-specific instance of the same underlying leakage bug." + }, + { + "left": "issue:63999", + "right": "issue:65043", + "accept": false, + "reason": "Both mention visible chat leakage, but 63999 is raw XML exposure while 65043 is a Slack thread-routing/top-level post issue; different symptoms and likely different code paths." + }, + { + "left": "issue:65495", + "right": "issue:66690", + "accept": false, + "reason": "Both involve browser/CDP localhost connectivity, but one is SSRF policy blocking localhost on WSL2 and the other is a hardcoded 127.0.0.1 sandbox setup bug; related area, not the same bug." + }, + { + "left": "issue:29506", + "right": "issue:53753", + "accept": false, + "reason": "Slack missing_scope on channel-name lookup is unrelated to the Control UI provider/model picker combining IDs." + }, + { + "left": "issue:32913", + "right": "issue:67485", + "accept": false, + "reason": "One is stale version display in status, the other is a broken bin symlink after update; both touch versioning but are distinct failures." + }, + { + "left": "issue:67469", + "right": "issue:68578", + "accept": false, + "reason": "Persisting Gemini replies to transcripts is unrelated to a weather prompt causing an infinite loop." + }, + { + "left": "issue:66280", + "right": "issue:66744", + "accept": false, + "reason": "Gateway x-openclaw-model routing failure is not the same as provider?.models?.some throwing in chat/completions." + }, + { + "left": "issue:36672", + "right": "issue:53591", + "accept": false, + "reason": "Invalid JSON payload on every request is a different failure mode from kimi-coding tool calls losing args due to missing moonshot-thinking compatibility." + }, + { + "left": "issue:29727", + "right": "issue:51062", + "accept": false, + "reason": "allowed: none from subagents is a permissions/config issue, whereas subagent failed to execute or produce output is broader execution failure." + }, + { + "left": "issue:31760", + "right": "issue:32739", + "accept": false, + "reason": "Both are restart loops, but they affect different integrations (Discord health monitor vs Slack Socket Mode provider) and appear to have different triggers." + }, + { + "left": "issue:32838", + "right": "issue:68124", + "accept": false, + "reason": "Missing advisory_scope.mjs in a hook bundle is unrelated to f.toLowerCase not being a function in agent:bootstrap." + }, + { + "left": "issue:34665", + "right": "issue:35632", + "accept": false, + "reason": "Feishu user_id mapping and Telegram reply_to_current Deleted message are different messaging bugs." + }, + { + "left": "issue:50537", + "right": "issue:64955", + "accept": false, + "reason": "doctor --fix crashing on Discord SecretRef and x_search failing on xAI SecretRef are separate auth/doctor paths." + }, + { + "left": "issue:53881", + "right": "issue:66785", + "accept": false, + "reason": "Both are UI layout/scrolling complaints, but they concern different screens and not the same defect." + }, + { + "left": "issue:53912", + "right": "issue:66290", + "accept": false, + "reason": "Gateway restart-loop from docker setup is unrelated to bundled channels failing to load with stack overflow." + }, + { + "left": "issue:32807", + "right": "issue:53162", + "accept": false, + "reason": "Browser relay/session stays messaging-only is a browser-tool enablement issue, while WhatsApp cron delivery failing is a listener-availability problem." + }, + { + "left": "issue:50937", + "right": "issue:52405", + "accept": false, + "reason": "Pre-existing CI failures blocking a PR and exec/system.run cwd approval errors are unrelated." + }, + { + "left": "issue:29367", + "right": "issue:53849", + "accept": false, + "reason": "Default subagents inheriting the wrong workspace and a nearly empty bug report are not the same underlying issue." + }, + { + "left": "issue:53464", + "right": "issue:64385", + "accept": false, + "reason": "Anthropic token truncation during paste and openclaw.json truncation to 379 bytes are both corruption-like, but they affect different inputs and storage layers." + }, + { + "left": "issue:63079", + "right": "issue:63740", + "accept": false, + "reason": "Google Chat non-response due to audience validation is unrelated to dist/run-main source corruption and SyntaxError." + }, + { + "left": "issue:64982", + "right": "issue:67423", + "accept": false, + "reason": "An advisory warning about plugins.allow being an exclusive allowlist is unrelated to auth routing ignoring a provider entry apiKey." + }, + { + "left": "issue:25303", + "right": "issue:37198", + "accept": false, + "reason": "Verbose exec-call visibility and cron messages causing gateway restart loops are unrelated bugs." + }, + { + "left": "issue:62875", + "right": "issue:64397", + "accept": false, + "reason": "Telegram bundled plugin missing src/ and voice-call plugin missing runtime-api.js are different packaging/bundle-resolution issues." + }, + { + "left": "issue:41342", + "right": "issue:64244", + "accept": false, + "reason": "Truncated TTS audio and MiniMax image tool bypassing routing are unrelated provider-specific bugs." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet and stays conservative. The only accepted soft edge, issue:25592 \u2194 issue:30704, is supported by both titles describing tool-call/text leakage into user-visible chat. The other pair verdicts are appropriately rejected as related-but-distinct rather than duplicates. No PRs are present, so that part is also consistent." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 230, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:32633", + "issue:33358", + "issue:35283", + "issue:35518", + "issue:37457", + "issue:37548", + "issue:44778", + "issue:51357", + "issue:51972", + "issue:53384", + "issue:53879", + "issue:53949", + "issue:54061", + "issue:54080", + "issue:56941", + "issue:61412", + "issue:61880", + "issue:62131", + "issue:62960", + "issue:63033", + "issue:63704", + "issue:64272", + "issue:64326", + "issue:64480", + "issue:64496", + "issue:64529", + "issue:64555", + "issue:64971", + "issue:65042", + "issue:65297", + "issue:65424", + "issue:65426", + "issue:65875", + "issue:66253", + "issue:66306", + "issue:66334", + "issue:66336", + "issue:66470", + "issue:66647", + "issue:67131", + "issue:67170", + "issue:67994", + "issue:68001", + "issue:68044", + "issue:68215", + "issue:68585", + "issue:68616", + "issue:68709" + ], + "soft_pairs": [ + "issue:61880|issue:64529", + "issue:66253|issue:68044", + "issue:53384|issue:63033", + "issue:32633|issue:68616", + "issue:33358|issue:65426", + "issue:35283|issue:56941", + "issue:35518|issue:68585", + "issue:37548|issue:62131", + "issue:61412|issue:64496", + "issue:64272|issue:67170", + "issue:54061|issue:54080", + "issue:44778|issue:65042", + "issue:67131|issue:68215", + "issue:63704|issue:66647", + "issue:65297|issue:65426", + "issue:51972|issue:64971", + "issue:37457|issue:66336", + "issue:62960|issue:64480", + "issue:66470|issue:67994", + "issue:66470|issue:68001", + "issue:64555|issue:68709", + "issue:51357|issue:66306", + "issue:53879|issue:53949", + "issue:65875|issue:66334", + "issue:64326|issue:65424" + ], + "prepared_review_unit_hash": "57eab8bf2200f38831161a6b06b5755f3c93b752eb6b6f89675772a3bc680151", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 25, + "serialized_chars": 35471, + "estimated_input_tokens": 8868, + "estimated_eval_tokens": 17992 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Mostly heterogeneous issue set with a few tight duplicate-like pairs. The strongest overlaps are Telegram media path validation, session-routing cross-wire, tool-call narration leakage, and stale session model overrides. No PRs are present.", + "confidence": 0.74, + "canonical_issue_reason": "No single canonical issue for the whole set: the cluster splits into several unrelated bugs, with only a few clear pairwise duplicates.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:51972 is the best representative issue if one must be chosen: it is concrete, well-scoped, and describes a high-impact session-routing failure with clear user-facing consequences.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:61880", + "right": "issue:64529", + "accept": false, + "reason": "Different media failures: video size limit vs TTS audio blocked by reply-media path allowlist." + }, + { + "left": "issue:66253", + "right": "issue:68044", + "accept": false, + "reason": "Both involve images being dropped, but for different providers and code paths; not the same concrete bug." + }, + { + "left": "issue:53384", + "right": "issue:63033", + "accept": false, + "reason": "One is a streaming text-block drop; the other is TTS audio delivery mismatch. Different output types and failures." + }, + { + "left": "issue:32633", + "right": "issue:68616", + "accept": false, + "reason": "68616 has no usable title/body detail, so there is no basis to match it to the specific transcriptPath restart bug." + }, + { + "left": "issue:33358", + "right": "issue:65426", + "accept": true, + "reason": "Both report Telegram rejecting local/workspace-relative MEDIA paths during outbound delivery; same path-validation bug." + }, + { + "left": "issue:35283", + "right": "issue:56941", + "accept": false, + "reason": "Both mention sessions, but one is restart restore failure and the other is isolatedSession creation; different triggers and behavior." + }, + { + "left": "issue:35518", + "right": "issue:68585", + "accept": false, + "reason": "Different platforms and features: Feishu reply threading vs Slack thread_ts support request." + }, + { + "left": "issue:37548", + "right": "issue:62131", + "accept": false, + "reason": "Duplicate plugin-id warning and startup unconfigured flicker are unrelated issues." + }, + { + "left": "issue:61412", + "right": "issue:64496", + "accept": false, + "reason": "64496 has no usable description/title, so it cannot be matched to the MiniMax TTS provider bug." + }, + { + "left": "issue:64272", + "right": "issue:67170", + "accept": false, + "reason": "Generic TTS regression vs Telegram delivery failure from a plugin; not the same code-path problem." + }, + { + "left": "issue:54061", + "right": "issue:54080", + "accept": true, + "reason": "Both are about suppressing inline/pre-tool assistant narration when tool use is involved; same leakage behavior." + }, + { + "left": "issue:44778", + "right": "issue:65042", + "accept": false, + "reason": "Feishu image crash vs Gmail watcher port conflict; unrelated subsystems and failures." + }, + { + "left": "issue:67131", + "right": "issue:68215", + "accept": false, + "reason": "One is a models.json baseUrl persistence problem; the other is config schema breakage from re-injected telemetry ID." + }, + { + "left": "issue:63704", + "right": "issue:66647", + "accept": false, + "reason": "Control UI form/raw syntax error is unrelated to Telegram prompt token explosion." + }, + { + "left": "issue:65297", + "right": "issue:65426", + "accept": false, + "reason": "Both involve Telegram media, but one is buffer upload not delivered and the other is workspace-relative path rejection." + }, + { + "left": "issue:51972", + "right": "issue:64971", + "accept": true, + "reason": "Both describe replies being routed to the wrong channel/session backend in cross-wired externally-backed sessions." + }, + { + "left": "issue:37457", + "right": "issue:66336", + "accept": false, + "reason": "State-dir fallback for auto-created agent dirs is unrelated to sessions_spawn pairing-required failure." + }, + { + "left": "issue:62960", + "right": "issue:64480", + "accept": false, + "reason": "Slack private-file redirect regression and BlueBubbles send-method misconfiguration are unrelated." + }, + { + "left": "issue:66470", + "right": "issue:67994", + "accept": false, + "reason": "Pondering-state stuckness is not the same as a local Ollama reply failure." + }, + { + "left": "issue:66470", + "right": "issue:68001", + "accept": false, + "reason": "Same as above; 68001 is a separate duplicate of 67994, not the 66470 bug." + }, + { + "left": "issue:64555", + "right": "issue:68709", + "accept": false, + "reason": "Profile-boundary credential leakage and hot-save file mode regression are different security bugs." + }, + { + "left": "issue:51357", + "right": "issue:66306", + "accept": false, + "reason": "Both are health-check false negatives, but one is CLI probe timeout and the other is macOS UI pending state; not the same concrete issue." + }, + { + "left": "issue:53879", + "right": "issue:53949", + "accept": false, + "reason": "Telegram outbound filePath upload failure vs inbound image download silence are different directions and failure modes." + }, + { + "left": "issue:65875", + "right": "issue:66334", + "accept": true, + "reason": "Both describe stale session model override state persisting and overriding the configured primary model across session changes." + }, + { + "left": "issue:64326", + "right": "issue:65424", + "accept": false, + "reason": "Ollama token-limit reporting and Minimax attachment handling are unrelated model/provider bugs." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The analysis is grounded in the packet and stays conservative overall. The accepted soft pairs are plausibly same-bug matches from the titles/bodies provided, and the rejected pairs are explained without overclaiming. The summary correctly notes the cluster is mostly heterogeneous and that no PRs are present." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 231, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:29367", + "issue:29506", + "issue:30924", + "issue:32739", + "issue:32841", + "issue:32892", + "issue:34253", + "issue:35227", + "issue:35859", + "issue:36170", + "issue:37457", + "issue:50937", + "issue:51036", + "issue:51062", + "issue:51810", + "issue:52510", + "issue:53354", + "issue:53463", + "issue:53870", + "issue:55011", + "issue:58235", + "issue:62623", + "issue:63752", + "issue:64174", + "issue:64283", + "issue:64348", + "issue:64522", + "issue:65184", + "issue:65201", + "issue:65214", + "issue:65533", + "issue:65563", + "issue:65600", + "issue:65751", + "issue:65763", + "issue:65790", + "issue:66191", + "issue:66591", + "issue:66953", + "issue:67193", + "issue:67525", + "issue:67712", + "issue:67957", + "issue:67987", + "issue:68436", + "issue:68470", + "issue:68471" + ], + "soft_pairs": [ + "issue:65533|issue:68436", + "issue:30924|issue:51062", + "issue:35859|issue:53354", + "issue:36170|issue:65201", + "issue:53463|issue:65600", + "issue:65790|issue:66191", + "issue:66591|issue:67525", + "issue:32892|issue:65563", + "issue:34253|issue:66953", + "issue:64283|issue:67957", + "issue:68470|issue:68471", + "issue:51036|issue:58235", + "issue:63752|issue:65751", + "issue:51810|issue:52510", + "issue:67193|issue:67712", + "issue:29506|issue:32739", + "issue:64174|issue:67712", + "issue:29367|issue:37457", + "issue:32841|issue:35227", + "issue:62623|issue:67987", + "issue:50937|issue:53870", + "issue:55011|issue:65763", + "issue:64348|issue:64522", + "issue:65184|issue:65214" + ], + "prepared_review_unit_hash": "1ae3619bc0c6a06bbce88831481e48c9e2a4eda36eed1eb86ee5ebee14e14dd8", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 24, + "serialized_chars": 34735, + "estimated_input_tokens": 8684, + "estimated_eval_tokens": 17624 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "These items do not form a real duplicate cluster; the soft pairs are mostly broad thematic similarities (provider/auth, Telegram/Slack, agent paths) but describe different bugs and code paths, so all soft edges are rejected.", + "confidence": 0.89, + "canonical_issue_reason": "No strong duplicate set is present; issue 51062 is the most detailed, concrete bug report and is the best single anchor if one issue must represent the group.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 51062 has the richest reproduction/context and a clearly scoped failure mode, making it the strongest standalone issue in this mixed set.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:65533", + "right": "issue:68436", + "accept": false, + "reason": "Both mention missing/incomplete model outputs, but one is about missing reasoning in history and the other about payloads=0 on OpenRouter; different symptoms and likely different code paths." + }, + { + "left": "issue:30924", + "right": "issue:51062", + "accept": false, + "reason": "`tools.elevated.allowFrom` approval handling and subagent execution failure are unrelated bugs in different subsystems." + }, + { + "left": "issue:35859", + "right": "issue:53354", + "accept": false, + "reason": "Both involve messages being routed somewhere unexpected, but one is WebChat->Telegram forwarding and the other is WebSocket slash-command interception; not the same bug." + }, + { + "left": "issue:36170", + "right": "issue:65201", + "accept": false, + "reason": "Transcript file creation failure and a false-positive doctor warning about secrets are separate issues with different triggers." + }, + { + "left": "issue:53463", + "right": "issue:65600", + "accept": false, + "reason": "Both touch memory/compaction, but one overwrites the memory file while the other incorrectly skips compaction after the first response; opposite behaviors, different code paths." + }, + { + "left": "issue:65790", + "right": "issue:66191", + "accept": false, + "reason": "Image attachment bugs in the web UI and Telegram group chats are different frontend/integration paths." + }, + { + "left": "issue:66591", + "right": "issue:67525", + "accept": false, + "reason": "Context-engine registration breakage and a doctor crash in handler-state cleanup are unrelated." + }, + { + "left": "issue:32892", + "right": "issue:65563", + "accept": false, + "reason": "Provider plugin discovery during login and a webhook flow DB constraint failure are unrelated." + }, + { + "left": "issue:34253", + "right": "issue:66953", + "accept": false, + "reason": "Both mention routing/multi-agent behavior, but Feishu peer.match binding and wrong-session transcript writes are distinct failures." + }, + { + "left": "issue:64283", + "right": "issue:67957", + "accept": false, + "reason": "Service reinstall dropping an env var and update-time plugin/config overwrites are different install/update bugs." + }, + { + "left": "issue:68470", + "right": "issue:68471", + "accept": false, + "reason": "MiniMax token double-counting and an unnecessary heartbeat session reset are unrelated timing/accounting bugs." + }, + { + "left": "issue:51036", + "right": "issue:58235", + "accept": false, + "reason": "Both concern provider responses, but zero-payload/zero-usage and missing thought_signature in tool calls are different parsing/format issues." + }, + { + "left": "issue:63752", + "right": "issue:65751", + "accept": false, + "reason": "Anthropic auth lookup failure and a broken Slack JSON manifest are unrelated." + }, + { + "left": "issue:51810", + "right": "issue:52510", + "accept": false, + "reason": "Doctor/update failure on file-based SecretRef and a false cleanup hint for LaunchAgent plist are different doctor-path issues." + }, + { + "left": "issue:67193", + "right": "issue:67712", + "accept": false, + "reason": "Both involve openai-codex errors, but one is a missing /codex path causing 403 HTML and the other is misclassifying HTML/rate-limit responses as DNS failures; not the same concrete bug." + }, + { + "left": "issue:29506", + "right": "issue:32739", + "accept": false, + "reason": "Slack missing_scope on channel-name lookup and a Socket Mode restart loop are unrelated." + }, + { + "left": "issue:64174", + "right": "issue:67712", + "accept": false, + "reason": "A version-specific 403 HTML OAuth/runtime failure is not the same as an error-mapping bug that reports DNS failure for HTML/rate-limit responses." + }, + { + "left": "issue:29367", + "right": "issue:37457", + "accept": false, + "reason": "Both mention agent/workspace paths, but one is subagent workspace inheritance and the other is auto-created agent dirs ignoring OPENCLAW_STATE_DIR; related theme, different bug." + }, + { + "left": "issue:32841", + "right": "issue:35227", + "accept": false, + "reason": "Telegram pipeline instability and an unresponsive large-model/missing-save report are different symptoms and subsystems." + }, + { + "left": "issue:62623", + "right": "issue:67987", + "accept": false, + "reason": "Slack DM attachment download regression and missing outbound bot messages in DM session context are separate message-flow bugs." + }, + { + "left": "issue:50937", + "right": "issue:53870", + "accept": false, + "reason": "CI failures blocking a PR and a package awaiting VirusTotal scan are unrelated." + }, + { + "left": "issue:55011", + "right": "issue:65763", + "accept": false, + "reason": "Provider registration missing for image_generate and model \u0905\u0928\u0941\u092e\u0924\u093f issues for plugin-registered providers are different capability/validation problems." + }, + { + "left": "issue:64348", + "right": "issue:64522", + "accept": false, + "reason": "Missing qa/scenarios files in a release and a hardcoded QA dependency crash are related in theme but not the same concrete failure." + }, + { + "left": "issue:65184", + "right": "issue:65214", + "accept": false, + "reason": "Gateway service install failure on migrated systemd user installs and a bundled extension not loading are unrelated install/discovery bugs." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 232, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:24662", + "issue:32678", + "issue:33271", + "issue:33534", + "issue:34992", + "issue:35039", + "issue:35078", + "issue:35763", + "issue:35859", + "issue:50161", + "issue:50856", + "issue:51056", + "issue:52235", + "issue:53295", + "issue:53591", + "issue:53733", + "issue:53912", + "issue:54050", + "issue:58140", + "issue:62530", + "issue:62541", + "issue:62880", + "issue:63101", + "issue:63396", + "issue:63476", + "issue:64015", + "issue:64187", + "issue:64244", + "issue:64308", + "issue:66314", + "issue:66328", + "issue:66381", + "issue:66520", + "issue:66679", + "issue:66989", + "issue:67102", + "issue:67378", + "issue:67564", + "issue:67961", + "issue:68239", + "issue:68285", + "issue:68299", + "issue:68305", + "issue:68405", + "issue:68467", + "issue:68661", + "issue:68665", + "issue:68789" + ], + "soft_pairs": [ + "issue:32678|issue:35078", + "issue:64308|issue:68405", + "issue:67564|issue:68789", + "issue:54050|issue:64187", + "issue:35763|issue:53912", + "issue:53591|issue:67378", + "issue:62530|issue:63396", + "issue:66679|issue:66989", + "issue:24662|issue:63476", + "issue:33271|issue:50856", + "issue:33534|issue:35039", + "issue:34992|issue:62880", + "issue:35859|issue:68239", + "issue:50161|issue:64015", + "issue:51056|issue:67102", + "issue:52235|issue:66520", + "issue:53295|issue:68305", + "issue:53733|issue:68665", + "issue:58140|issue:68661", + "issue:62541|issue:63101", + "issue:66328|issue:68467", + "issue:66381|issue:67961", + "issue:68285|issue:68299", + "issue:64244|issue:66314" + ], + "prepared_review_unit_hash": "7006ad779cf541ea516c133d36c164633b78b062a112d3717e0eb54445b3fe22", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 35317, + "estimated_input_tokens": 8830, + "estimated_eval_tokens": 17916 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Mostly unrelated bug reports; the only likely duplicate pair is the Node 24+/undici dispatcher incompatibility reports, with issue 62530 as the best anchor.", + "confidence": 0.76, + "canonical_issue_reason": "Issue 62530 states the root cause most clearly (native fetch/undici dispatcher incompatibility on Node 24+) and covers multiple integrations, so it is the strongest duplicate target.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 62530 is the most specific, root-cause-focused report in the set and best represents the underlying fetch/dispatcher bug.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:32678", + "right": "issue:35078", + "accept": false, + "reason": "Both involve plugins/bindings, but one is Feishu routing and the other is mem0 native binding load failure; different bugs." + }, + { + "left": "issue:64308", + "right": "issue:68405", + "accept": false, + "reason": "One is a billing-header symptom on Claude CLI, the other is Anthropic auth resolution for cron isolated runs; not the same failure." + }, + { + "left": "issue:67564", + "right": "issue:68789", + "accept": false, + "reason": "Different transports and errors: Weixin long-poll timeout vs Slack DNS resolution failure." + }, + { + "left": "issue:54050", + "right": "issue:64187", + "accept": false, + "reason": "Unrelated areas: OAuth credential sync vs Windows sqlite reindex file-locking." + }, + { + "left": "issue:35763", + "right": "issue:53912", + "accept": false, + "reason": "Both mention loopback, but one is pairing policy and the other is Docker gateway restart loops; different underlying bugs." + }, + { + "left": "issue:53591", + "right": "issue:67378", + "accept": false, + "reason": "Kimi tool-call payload compatibility and WhatsApp LID\u2192PN routing are unrelated." + }, + { + "left": "issue:62530", + "right": "issue:63396", + "accept": true, + "reason": "Same underlying Node 24+/undici strict-dispatcher incompatibility in the fetch pipeline; different surfaces, same concrete bug." + }, + { + "left": "issue:66679", + "right": "issue:66989", + "accept": false, + "reason": "One is tools/actions not executing after chat triggers; the other is Slack Socket Mode receiving no inbound events." + }, + { + "left": "issue:24662", + "right": "issue:63476", + "accept": false, + "reason": "Both concern missing image data, but one is webchat paste delivery and the other is agent tool invocation; not clearly the same bug." + }, + { + "left": "issue:33271", + "right": "issue:50856", + "accept": false, + "reason": "Both mention hooks/routes, but one silently returns 200 on wake and the other is a 404 BlueBubbles route breakage." + }, + { + "left": "issue:33534", + "right": "issue:35039", + "accept": false, + "reason": "Control UI display-name rendering and Telegram subagent spawning are unrelated." + }, + { + "left": "issue:34992", + "right": "issue:62880", + "accept": false, + "reason": "Memory search sqlite resolution and missing Telegram package file are different defects." + }, + { + "left": "issue:35859", + "right": "issue:68239", + "accept": false, + "reason": "WebChat forwarding to Telegram vs duplicate message accumulation in webchat are different symptoms and code paths." + }, + { + "left": "issue:50161", + "right": "issue:64015", + "accept": false, + "reason": "64015 is a broad doctor/status false-positive bundle; 50161 is a specific SecretRefs exec case and not clearly the same bug." + }, + { + "left": "issue:51056", + "right": "issue:67102", + "accept": false, + "reason": "OpenRouter auth header failure and missing tool-call suite in Control UI are unrelated." + }, + { + "left": "issue:52235", + "right": "issue:66520", + "accept": false, + "reason": "Both are compaction-related, but one is LiteLLM proxy context counting and the other is Anthropic prompt-cache behavior; different root causes." + }, + { + "left": "issue:53295", + "right": "issue:68305", + "accept": false, + "reason": "Feishu card-parameter requirement and a reasoning-stream warning text bug are unrelated." + }, + { + "left": "issue:53733", + "right": "issue:68665", + "accept": false, + "reason": "A feature request for an Intel Mac app and a Signal quote-reply feature are not duplicates." + }, + { + "left": "issue:58140", + "right": "issue:68661", + "accept": false, + "reason": "Windows Defender/installer concerns versus allowlist heredoc approval behavior are unrelated." + }, + { + "left": "issue:62541", + "right": "issue:63101", + "accept": false, + "reason": "New-agent creation after dreaming config and Feishu config validation after upgrade are different issues." + }, + { + "left": "issue:66328", + "right": "issue:68467", + "accept": false, + "reason": "Dream diary file-writing and dreaming inline output failure are related to dreaming but not the same bug." + }, + { + "left": "issue:66381", + "right": "issue:67961", + "accept": false, + "reason": "One is a temporary UI disappearance after send; the other is optimistic updates lost after history reload." + }, + { + "left": "issue:68285", + "right": "issue:68299", + "accept": false, + "reason": "Node v25 CPU/tools/memory problems versus Matrix private-network config handling are unrelated." + }, + { + "left": "issue:64244", + "right": "issue:66314", + "accept": false, + "reason": "MiniMax image routing and billing cooldown error-message handling are unrelated." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet and stays conservative overall. The selected anchor issue 62530 is well supported by its title and is the clearest root-cause report here. The one accepted soft-edge pair (62530/63396) is defensible because both explicitly point to the same Node 24+/undici dispatcher incompatibility, even though they surface in different integrations." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 233, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:29809", + "issue:30741", + "issue:32892", + "issue:32983", + "issue:33316", + "issue:33358", + "issue:35884", + "issue:43637", + "issue:51111", + "issue:53390", + "issue:54069", + "issue:55807", + "issue:58140", + "issue:63396", + "issue:63620", + "issue:64427", + "issue:64762", + "issue:64763", + "issue:64966", + "issue:64973", + "issue:65052", + "issue:65064", + "issue:65072", + "issue:65119", + "issue:65379", + "issue:65495", + "issue:65645", + "issue:65705", + "issue:65810", + "issue:65920", + "issue:65971", + "issue:66065", + "issue:66203", + "issue:66397", + "issue:66459", + "issue:66879", + "issue:66885", + "issue:67177", + "issue:67182", + "issue:67288", + "issue:67357", + "issue:67406", + "issue:67611", + "issue:67683", + "issue:68003", + "issue:68183", + "issue:68229", + "issue:68634" + ], + "soft_pairs": [ + "issue:55807|issue:65052", + "issue:65064|issue:67288", + "issue:67182|issue:67357", + "issue:64966|issue:66885", + "issue:65379|issue:65495", + "issue:35884|issue:68003", + "issue:43637|issue:67683", + "issue:63396|issue:67177", + "issue:64973|issue:68634", + "issue:30741|issue:33358", + "issue:66065|issue:68183", + "issue:29809|issue:33316", + "issue:32983|issue:65645", + "issue:64763|issue:67611", + "issue:65072|issue:66879", + "issue:64427|issue:68229", + "issue:32892|issue:51111", + "issue:53390|issue:63620", + "issue:58140|issue:65705", + "issue:64762|issue:66203", + "issue:65119|issue:65810", + "issue:65920|issue:67406", + "issue:66397|issue:66459", + "issue:54069|issue:65971" + ], + "prepared_review_unit_hash": "3f029601ab1a0d757daec68fad3955dcf1cf8eb02d2d1672bdebe197e527ced0", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 35287, + "estimated_input_tokens": 8822, + "estimated_eval_tokens": 17900 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "No duplicate cluster emerges here: the soft pairs are mostly superficially similar issues across different products, clients, or failure modes. I would not merge any of these pairs.", + "confidence": 0.96, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": null, + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:55807", + "right": "issue:65052", + "accept": false, + "reason": "Different bugs: Discord thread rendering/progress leakage vs Codex-native vision turns stalling on inbound images." + }, + { + "left": "issue:65064", + "right": "issue:67288", + "accept": false, + "reason": "Both involve provider/config logic, but one is plugin registration/import pollution and the other is discovery gating; not the same code-path bug." + }, + { + "left": "issue:67182", + "right": "issue:67357", + "accept": false, + "reason": "Telegram file-download proxy/DNS failure vs Discord file sending bugs; different platform and symptoms." + }, + { + "left": "issue:64966", + "right": "issue:66885", + "accept": false, + "reason": "Model routing timeout/fallback issue is unrelated to Telegram polling and subagent announce timeout on Windows." + }, + { + "left": "issue:65379", + "right": "issue:65495", + "accept": false, + "reason": "Both are browser/CDP connectivity issues, but one is EnvHttpProxyAgent on Linux and the other is SSRF policy blocking localhost on WSL2." + }, + { + "left": "issue:35884", + "right": "issue:68003", + "accept": false, + "reason": "One is duplicate plugin ID warnings; the other is duplicate section title/description in Control UI. Same word, different bug." + }, + { + "left": "issue:43637", + "right": "issue:67683", + "accept": false, + "reason": "Gateway stop unloading launchd is unrelated to a Notion task-stopping/reformatting loop." + }, + { + "left": "issue:63396", + "right": "issue:67177", + "accept": false, + "reason": "Teams SharePoint download on Node 24+ due to undici incompatibility is a different failure than DM attachment URL rewriting." + }, + { + "left": "issue:64973", + "right": "issue:68634", + "accept": false, + "reason": "macOS gateway token/config restart bug is unrelated to scope-upgrade prompts and Telegram native approvals." + }, + { + "left": "issue:30741", + "right": "issue:33358", + "accept": false, + "reason": "Both mention attachments/media, but Discord attachment handling and Telegram local-path media access are distinct bugs." + }, + { + "left": "issue:66065", + "right": "issue:68183", + "accept": false, + "reason": "One is browser CDP reachability in Docker/Linux; the other is Docker Desktop sandbox failure from bundled CLI API mismatch." + }, + { + "left": "issue:29809", + "right": "issue:33316", + "accept": false, + "reason": "Control UI origin rejection is unrelated to compaction failing." + }, + { + "left": "issue:32983", + "right": "issue:65645", + "accept": false, + "reason": "Heartbeat model config being ignored is different from UI model list/display behavior." + }, + { + "left": "issue:64763", + "right": "issue:67611", + "accept": false, + "reason": "Unrelated feature requests: config skills update vs automatic cleanup of Dreaming sessions." + }, + { + "left": "issue:65072", + "right": "issue:66879", + "accept": false, + "reason": "Both are image-upload/attachment reports, but they target different clients (web UI vs Mac app) and don't clearly share one concrete code path." + }, + { + "left": "issue:64427", + "right": "issue:68229", + "accept": false, + "reason": "Slack dmHistoryLimit not implemented is unrelated to session-file replacement on cache TTL expiry." + }, + { + "left": "issue:32892", + "right": "issue:51111", + "accept": false, + "reason": "Provider plugin discovery/login failure is unrelated to WhatsApp QR login disconnecting with device_removed." + }, + { + "left": "issue:53390", + "right": "issue:63620", + "accept": false, + "reason": "Browser snapshot viewport bug is unrelated to the Dreaming overlay blocking the page." + }, + { + "left": "issue:58140", + "right": "issue:65705", + "accept": false, + "reason": "Windows Defender install/batch-file issue is unrelated to Dreaming sweep retriggering on every heartbeat." + }, + { + "left": "issue:64762", + "right": "issue:66203", + "accept": false, + "reason": "Multipart body corruption from SSRF guard is unrelated to cron tool model-ID corruption." + }, + { + "left": "issue:65119", + "right": "issue:65810", + "accept": false, + "reason": "Ollama model detection regression is not the same as fallback behavior on connection errors." + }, + { + "left": "issue:65920", + "right": "issue:67406", + "accept": false, + "reason": "Model-list overwrite in config is different from image tool not recognizing Ollama cloud vision models." + }, + { + "left": "issue:66397", + "right": "issue:66459", + "accept": false, + "reason": "Discord session losing final answers after compaction is a different issue than Telegram missing an outbound send for a [thinking,text] turn." + }, + { + "left": "issue:54069", + "right": "issue:65971", + "accept": false, + "reason": "Matrix dispatch stopping after provider hot-reload is unrelated to a macOS gateway stall after 15\u201320 minutes." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 234, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:10386", + "issue:19598", + "issue:29670", + "issue:30316", + "issue:31098", + "issue:31425", + "issue:32169", + "issue:34243", + "issue:37198", + "issue:50537", + "issue:51052", + "issue:52605", + "issue:52729", + "issue:53374", + "issue:53643", + "issue:53956", + "issue:62505", + "issue:62748", + "issue:62749", + "issue:62819", + "issue:63561", + "issue:63736", + "issue:63787", + "issue:64006", + "issue:64254", + "issue:64407", + "issue:64699", + "issue:65009", + "issue:65042", + "issue:65343", + "issue:65443", + "issue:65645", + "issue:65646", + "issue:65659", + "issue:66097", + "issue:66129", + "issue:66317", + "issue:66459", + "issue:66936", + "issue:66978", + "issue:67002", + "issue:67469", + "issue:67724", + "issue:67750", + "issue:67854", + "issue:68052", + "issue:68215", + "issue:68229" + ], + "soft_pairs": [ + "issue:51052|issue:67002", + "issue:64699|issue:68215", + "issue:63561|issue:65009", + "issue:50537|issue:66936", + "issue:31425|issue:64254", + "issue:37198|issue:63736", + "issue:53374|issue:65343", + "issue:65443|issue:66459", + "issue:52605|issue:67724", + "issue:62505|issue:66978", + "issue:31098|issue:64006", + "issue:52729|issue:65042", + "issue:62748|issue:66129", + "issue:62749|issue:66129", + "issue:65645|issue:67469", + "issue:29670|issue:53643", + "issue:30316|issue:53643", + "issue:32169|issue:63787", + "issue:53956|issue:68052", + "issue:10386|issue:34243", + "issue:62819|issue:67854", + "issue:65659|issue:68229", + "issue:65646|issue:67750", + "issue:64407|issue:66097", + "issue:19598|issue:66317" + ], + "prepared_review_unit_hash": "7d58609ddaa5778897dd77f3da5b902db56ef9c3a0111332884cd82ce4110258", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 25, + "serialized_chars": 35468, + "estimated_input_tokens": 8867, + "estimated_eval_tokens": 17990 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "The cluster is mostly a set of unrelated issues with only one clear duplicate pair: the two identical npm install crash reports. I\u2019d anchor on issue #62749 as the representative issue.", + "confidence": 0.96, + "canonical_issue_reason": "Issue #62749 is an exact duplicate of #62748 (same title and same runtime-dependency staging failure); it also has slightly more discussion activity, so it\u2019s the best canonical representative.", + "canonical_pr_reason": null, + "best_issue_reason": "#62749 is the clearest representative of the only true duplicate pair in the set and captures the concrete bug most cleanly.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:51052", + "right": "issue:67002", + "accept": false, + "reason": "Both are feature requests about workspace/UI behavior, but one is for a configurable Control UI title and the other is for independent workspaces per channel; different changes." + }, + { + "left": "issue:64699", + "right": "issue:68215", + "accept": false, + "reason": "Both mention configuration/runtime side effects, but the bugs are different: session label injection vs telemetry ID re-injection and schema validation failure." + }, + { + "left": "issue:63561", + "right": "issue:65009", + "accept": false, + "reason": "Both involve gateway/systemd, but one is a false systemd-unavailable status check while the other is a gateway crash/restart loop; not the same bug." + }, + { + "left": "issue:50537", + "right": "issue:66936", + "accept": false, + "reason": "Unrelated CLI failures: one crashes on SecretRef resolution in doctor --fix, the other hangs after agents list; different code paths." + }, + { + "left": "issue:31425", + "right": "issue:64254", + "accept": false, + "reason": "Both are about cron persistence, but one is a flag not being saved on edit while the other is a cron entry not persisting across gateway restarts; distinct issues." + }, + { + "left": "issue:37198", + "right": "issue:63736", + "accept": false, + "reason": "'gateway restart' cron-loop bug is specific to scheduled/manual trigger interaction, while 'Hang time' is too vague and does not match the same failure mode." + }, + { + "left": "issue:53374", + "right": "issue:65343", + "accept": false, + "reason": "One is a Telegram gateway hang with Ollama as primary; the other is a provider-wide 120s timeout on every request. Different symptoms and likely different fixes." + }, + { + "left": "issue:65443", + "right": "issue:66459", + "accept": false, + "reason": "Both are Telegram-related output issues, but one is TTS voice replies not delivered in direct chat and the other is transcript shows final reply but no outbound send for a thinking/text turn." + }, + { + "left": "issue:52605", + "right": "issue:67724", + "accept": false, + "reason": "Both mention message delivery/UI events, but BlueBubbles webhook 404 after upgrade is unrelated to interactiveReplies button clicks not waking a session." + }, + { + "left": "issue:62505", + "right": "issue:66978", + "accept": false, + "reason": "Both involve long-running agent sessions timing out, but one says the coding agent never completes while the other is a spawn/run parent session missing a final completion payload; not the same concrete bug." + }, + { + "left": "issue:31098", + "right": "issue:64006", + "accept": false, + "reason": "Telegram config token-none vs cron announce delivery shown as delivered but not reaching Telegram are different layers and failures." + }, + { + "left": "issue:52729", + "right": "issue:65042", + "accept": false, + "reason": "LINE webhook 404 with hooks.internal.enabled is unrelated to Gmail watcher duplication and port bind conflict." + }, + { + "left": "issue:62748", + "right": "issue:66129", + "accept": false, + "reason": "The npm install crash from missing staged runtime deps is unrelated to channels.status ENOENT on missing bundle files; different commands and failure causes." + }, + { + "left": "issue:62749", + "right": "issue:66129", + "accept": false, + "reason": "Same as above: the duplicate npm install crash is not the same bug as missing audit/qa-channel bundle file errors." + }, + { + "left": "issue:65645", + "right": "issue:67469", + "accept": false, + "reason": "One is a model list/UI discovery issue, the other is replies not being persisted to transcripts/history; different subsystems and symptoms." + }, + { + "left": "issue:29670", + "right": "issue:53643", + "accept": false, + "reason": "Both mention control UI behavior, but one is about pairing requirement despite allowTailscale=true and the other is a Chinese report about unstable skill list display; not the same bug." + }, + { + "left": "issue:30316", + "right": "issue:53643", + "accept": false, + "reason": "Telegram duplicate messages and unstable skills list are unrelated." + }, + { + "left": "issue:32169", + "right": "issue:63787", + "accept": false, + "reason": "clawhub publish requiring SKILL.md with a .git directory is unrelated to QA scenario pack path resolution in completion." + }, + { + "left": "issue:53956", + "right": "issue:68052", + "accept": false, + "reason": "MiniMax think/final tag handling and Feishu thinking visibility are both LLM-output related but different channels, different filtering behavior, and different fixes." + }, + { + "left": "issue:10386", + "right": "issue:34243", + "accept": false, + "reason": "Workspace/extraDirs skill discovery failure is not the same as sandbox bundled-skill path escape errors; different path validation/discovery problems." + }, + { + "left": "issue:62819", + "right": "issue:67854", + "accept": false, + "reason": "Two cron-related reports, but one is announce delivery to QQ failing due to isolated session messaging and the other is the scheduler ignoring jobs.json; different root causes." + }, + { + "left": "issue:65659", + "right": "issue:68229", + "accept": false, + "reason": "Missing sessionId/sessionFile on restart is a metadata preservation issue, while cache-ttl expiry replacing the session file loses history via a different mechanism." + }, + { + "left": "issue:65646", + "right": "issue:67750", + "accept": false, + "reason": "Runtime model drift from fallback is not the same as successful auto-compaction still ending in a 120s embedded timeout." + }, + { + "left": "issue:64407", + "right": "issue:66097", + "accept": false, + "reason": "Gateway/device CLI connect failure after Qwen heartbeat config changes is unrelated to attachOnly CDP browser profile detection." + }, + { + "left": "issue:19598", + "right": "issue:66317", + "accept": false, + "reason": "Slack thread support feature request is unrelated to the Chinese one-click deployment promo issue." + }, + { + "left": "issue:62748", + "right": "issue:62749", + "accept": true, + "reason": "Exact duplicate reports of the same npm install -g openclaw crash caused by stageRuntimeDependencies not staging the same packages." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 235, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:29367", + "issue:29772", + "issue:30242", + "issue:32889", + "issue:32983", + "issue:33639", + "issue:34537", + "issue:35589", + "issue:35886", + "issue:36982", + "issue:43767", + "issue:50537", + "issue:52510", + "issue:52605", + "issue:53291", + "issue:53390", + "issue:53466", + "issue:53472", + "issue:53536", + "issue:53669", + "issue:53708", + "issue:53912", + "issue:62762", + "issue:63175", + "issue:63516", + "issue:63718", + "issue:63819", + "issue:64213", + "issue:64892", + "issue:64938", + "issue:65177", + "issue:65500", + "issue:65600", + "issue:65619", + "issue:65694", + "issue:65763", + "issue:65917", + "issue:66403", + "issue:66758", + "issue:66988", + "issue:67043", + "issue:67102", + "issue:67114", + "issue:67288", + "issue:67408", + "issue:67530", + "issue:67626", + "issue:67915" + ], + "soft_pairs": [ + "issue:29367|issue:67626", + "issue:30242|issue:65917", + "issue:34537|issue:67288", + "issue:35886|issue:65694", + "issue:53291|issue:67043", + "issue:53536|issue:63718", + "issue:53669|issue:65600", + "issue:53708|issue:64213", + "issue:62762|issue:65619", + "issue:53390|issue:66403", + "issue:64938|issue:66758", + "issue:67102|issue:67408", + "issue:53472|issue:65763", + "issue:35589|issue:52605", + "issue:50537|issue:52510", + "issue:53912|issue:66988", + "issue:63175|issue:63819", + "issue:63516|issue:67114", + "issue:36982|issue:53466", + "issue:32983|issue:43767", + "issue:33639|issue:67530", + "issue:64892|issue:65177", + "issue:65500|issue:67915", + "issue:29772|issue:32889" + ], + "prepared_review_unit_hash": "f2e3cdfcffac80ef02c0bb51552d75125c14cbf1b7b3717c0ac98f791f13862b", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 35236, + "estimated_input_tokens": 8809, + "estimated_eval_tokens": 17874 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "All proposed soft-edge pairs look like false positives: they share broad keywords or subsystems, but not the same concrete bug/change. No PRs are present in this cluster.", + "confidence": 0.96, + "canonical_issue_reason": "issue:64938 is the strongest standalone bug report here: concrete, reproducible, and narrowly scoped to native codex provider registration during gateway startup.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:64938 is the most actionable overall issue because it names the exact failure (`Unknown model: codex/gpt-5.4`), the affected path, and the restart-time symptom clearly.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:29367", + "right": "issue:67626", + "accept": false, + "reason": "Unrelated bugs: subagent workspace inheritance vs a UI rendering complaint about update freshness." + }, + { + "left": "issue:30242", + "right": "issue:65917", + "accept": false, + "reason": "Different problems; one is subagent run-state config, the other has no substantive title/body signal." + }, + { + "left": "issue:34537", + "right": "issue:67288", + "accept": false, + "reason": "TUI final-tag rendering vs Bedrock discovery gating are separate code paths and failure modes." + }, + { + "left": "issue:35886", + "right": "issue:65694", + "accept": false, + "reason": "Both mention orphaned processes, but ACP session-TTL cleanup and MCP resource leaks are distinct subsystems and fixes." + }, + { + "left": "issue:53291", + "right": "issue:67043", + "accept": false, + "reason": "One is a spam/feature post, the other is a skills dependency detection feature request; not the same bug." + }, + { + "left": "issue:53536", + "right": "issue:63718", + "accept": false, + "reason": "Model-switch API flow and Gateway WS one-way timeout are different transport/path bugs." + }, + { + "left": "issue:53669", + "right": "issue:65600", + "accept": false, + "reason": "Cron timezone math is unrelated to the token-freshness compaction state bug." + }, + { + "left": "issue:53708", + "right": "issue:64213", + "accept": false, + "reason": "Both involve image-capable models, but one is native codex image-tool registration and the other is catalog fallback for custom providers." + }, + { + "left": "issue:62762", + "right": "issue:65619", + "accept": false, + "reason": "Gateway connect/reset repro vs macOS loopback bind failure; same area, different defects." + }, + { + "left": "issue:53390", + "right": "issue:66403", + "accept": false, + "reason": "Browser snapshot viewport ordering and exec-approval popup layout are unrelated UI issues." + }, + { + "left": "issue:64938", + "right": "issue:66758", + "accept": false, + "reason": "Both are model-registration failures, but one is codex startup catalog registration and the other is image-tool lookup for ollama/provider models." + }, + { + "left": "issue:67102", + "right": "issue:67408", + "accept": false, + "reason": "OpenRouter tool-call suite handling is different from a stream/parser bug." + }, + { + "left": "issue:53472", + "right": "issue:65763", + "accept": false, + "reason": "GLM `/btw` tools payload validation differs from plugin model allowlisting/alias behavior." + }, + { + "left": "issue:35589", + "right": "issue:52605", + "accept": false, + "reason": "Different iMessage directions and causes: deliveryContext/heartbeat routing vs inbound webhook 404 after upgrade." + }, + { + "left": "issue:50537", + "right": "issue:52510", + "accept": false, + "reason": "Doctor crash on SecretRef parsing is not the same as a false-positive cleanup hint for a LaunchAgent plist." + }, + { + "left": "issue:53912", + "right": "issue:66988", + "accept": false, + "reason": "Docker gateway restart-looping is unrelated to config UI raw-mode fallback behavior." + }, + { + "left": "issue:63175", + "right": "issue:63819", + "accept": false, + "reason": "Ollama request timeout and stuck-running session state are different lifecycle bugs." + }, + { + "left": "issue:63516", + "right": "issue:67114", + "accept": false, + "reason": "Telegram polling stalls and Windows health/status hangs are separate transport/runtime issues." + }, + { + "left": "issue:36982", + "right": "issue:53466", + "accept": false, + "reason": "Different auth providers and mechanisms: Qwen refresh-token expiry vs Codex credentials being overwritten after re-auth." + }, + { + "left": "issue:32983", + "right": "issue:43767", + "accept": false, + "reason": "Both mention heartbeat config, but model selection being ignored is not the same as lightContext/history loading." + }, + { + "left": "issue:33639", + "right": "issue:67530", + "accept": false, + "reason": "Package-version display bug and Claude context meter bug are unrelated UI/reporting issues." + }, + { + "left": "issue:64892", + "right": "issue:65177", + "accept": false, + "reason": "Self-update flow bypassing update.run is unrelated to doctor migration for Feishu config." + }, + { + "left": "issue:65500", + "right": "issue:67915", + "accept": false, + "reason": "Model list visibility and local attachment folder permissions are different features with different root causes." + }, + { + "left": "issue:29772", + "right": "issue:32889", + "accept": false, + "reason": "AGENTS.md prompt conflict and EISDIR-on-directory-read are unrelated bugs." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 236, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:17101", + "issue:25303", + "issue:30183", + "issue:30308", + "issue:31689", + "issue:32430", + "issue:32637", + "issue:32952", + "issue:35283", + "issue:36157", + "issue:36190", + "issue:50129", + "issue:51397", + "issue:51505", + "issue:52265", + "issue:52328", + "issue:52749", + "issue:53591", + "issue:53652", + "issue:53669", + "issue:53751", + "issue:57811", + "issue:61412", + "issue:61861", + "issue:62446", + "issue:63349", + "issue:64277", + "issue:64341", + "issue:64524", + "issue:64850", + "issue:65042", + "issue:65086", + "issue:65236", + "issue:65305", + "issue:65790", + "issue:66004", + "issue:66397", + "issue:66405", + "issue:66460", + "issue:66744", + "issue:66833", + "issue:66892", + "issue:67135", + "issue:67220", + "issue:68033", + "issue:68209", + "issue:68615", + "issue:68791" + ], + "soft_pairs": [ + "issue:35283|issue:51397", + "issue:53591|issue:66405", + "issue:65305|issue:66004", + "issue:53751|issue:67220", + "issue:61412|issue:67135", + "issue:52749|issue:62446", + "issue:17101|issue:63349", + "issue:30308|issue:64341", + "issue:50129|issue:61861", + "issue:53751|issue:57811", + "issue:65236|issue:68033", + "issue:68209|issue:68791", + "issue:51505|issue:66460", + "issue:32637|issue:36190", + "issue:64277|issue:65086", + "issue:31689|issue:36157", + "issue:64850|issue:66892", + "issue:25303|issue:32430", + "issue:30183|issue:65042", + "issue:52328|issue:53669", + "issue:64524|issue:66744", + "issue:51505|issue:66833", + "issue:66397|issue:68615", + "issue:53652|issue:65790", + "issue:32952|issue:52265" + ], + "prepared_review_unit_hash": "7c3e2f7f4c4428e52c63e3f9b8ba24d98e045ea2696527066cf035dd29452b56", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 25, + "serialized_chars": 35578, + "estimated_input_tokens": 8895, + "estimated_eval_tokens": 18046 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Mostly heterogeneous issue set with one strong duplicate pair: Telegram voice transcription failures. All other soft pairs appear to be different bugs/features in different subsystems and should remain separate.", + "confidence": 0.82, + "canonical_issue_reason": "issue:17101 is the earlier, broader report of the Telegram voice transcription failure; issue:63349 describes the same underlying behavior with added version-specific detail (raw .ogg reaches the agent, no transcript echo).", + "canonical_pr_reason": null, + "best_issue_reason": "issue:63349 is the most actionable representative of the Telegram duplicate pair because it includes the concrete v2026.4.8 symptom and clarifies the raw .ogg/no-transcript path.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:35283", + "right": "issue:51397", + "accept": false, + "reason": "Both mention failures in sessions, but one is Telegram session restore on restart and the other is large-context Kimi-K2.5 unknown error; different bugs." + }, + { + "left": "issue:53591", + "right": "issue:66405", + "accept": false, + "reason": "MiniMax tool-call ID/compaction failure is unrelated to broad multimedia/file I/O regressions." + }, + { + "left": "issue:65305", + "right": "issue:66004", + "accept": false, + "reason": "One is schema validation for historyLimit=0; the other is subagent timeout/frozenResultText handling. Different code paths." + }, + { + "left": "issue:53751", + "right": "issue:67220", + "accept": false, + "reason": "Google image generation auth 404 is not the same as OpenAI SDK /v1 baseUrl handling for image/vision vs text calls." + }, + { + "left": "issue:61412", + "right": "issue:67135", + "accept": false, + "reason": "MiniMax provider/TTS registration issue is unrelated to webchat context meter overflow." + }, + { + "left": "issue:52749", + "right": "issue:62446", + "accept": false, + "reason": "CLI gateway connection failure and missing module at install time are distinct startup problems." + }, + { + "left": "issue:17101", + "right": "issue:63349", + "accept": true, + "reason": "Both report Telegram voice messages/notes arriving without transcription; the second adds version-specific raw .ogg/no transcript detail." + }, + { + "left": "issue:30308", + "right": "issue:64341", + "accept": false, + "reason": "Feishu message format break and an empty-title bug report are not enough to indicate the same underlying issue." + }, + { + "left": "issue:50129", + "right": "issue:61861", + "accept": false, + "reason": "Slack DM attachment loss and BlueBubbles attachment breakage are different connectors and different regressions." + }, + { + "left": "issue:53751", + "right": "issue:57811", + "accept": false, + "reason": "Google image 404 and cron jobs failing on custom Ollama providers are unrelated provider bugs." + }, + { + "left": "issue:65236", + "right": "issue:68033", + "accept": false, + "reason": "MiniMax portal endpoint regression and openai-codex Cloudflare/OAuth issues affect different providers and paths." + }, + { + "left": "issue:68209", + "right": "issue:68791", + "accept": false, + "reason": "Codex context-growth contamination is unrelated to Windows scheduled-task gateway health and incomplete-turn payloads." + }, + { + "left": "issue:51505", + "right": "issue:66460", + "accept": false, + "reason": "Missing thinking stream events over WebSocket and cron-owned exec completion relay are different event-routing bugs." + }, + { + "left": "issue:32637", + "right": "issue:36190", + "accept": false, + "reason": "Per-agent cwd feature request is unrelated to file-based system prompt injection." + }, + { + "left": "issue:64277", + "right": "issue:65086", + "accept": false, + "reason": "Slack mention bypass in thread replies is unrelated to session spawn model override/fallback behavior." + }, + { + "left": "issue:31689", + "right": "issue:36157", + "accept": false, + "reason": "vLLM/qwen3-coder connection error and Cloudflare/image-recognition failure are separate provider/network issues." + }, + { + "left": "issue:64850", + "right": "issue:66892", + "accept": false, + "reason": "ACP runtime backend unavailable and MiniMax tool-call ID format/compaction failure are different failures." + }, + { + "left": "issue:25303", + "right": "issue:32430", + "accept": false, + "reason": "Verbose output omission for skill-triggered exec calls is not the same as system messages preempting user interactions." + }, + { + "left": "issue:30183", + "right": "issue:65042", + "accept": false, + "reason": "Bonjour/systemd start-loop bug and Gmail watcher port conflict are unrelated gateway/watchers issues." + }, + { + "left": "issue:52328", + "right": "issue:53669", + "accept": false, + "reason": "Telegram extension env-guard messaging and cron timezone offset mismatch are different bug classes." + }, + { + "left": "issue:64524", + "right": "issue:66744", + "accept": false, + "reason": "Gateway exit on expired local auth and provider.models.some type error are unrelated startup/provider failures." + }, + { + "left": "issue:51505", + "right": "issue:66833", + "accept": false, + "reason": "Both involve streaming, but the missing WebSocket thinking stream and OpenRouter/Qwen3 reasoning_details parsing bug are distinct code paths." + }, + { + "left": "issue:66397", + "right": "issue:68615", + "accept": false, + "reason": "Discord compaction losing final answers and stale codex paths after disablement are different session-routing issues." + }, + { + "left": "issue:53652", + "right": "issue:65790", + "accept": false, + "reason": "WhatsApp HTML document attachment and web UI image attachment failures are different attachment surfaces." + }, + { + "left": "issue:32952", + "right": "issue:52265", + "accept": false, + "reason": "Install size over 2G and CLI handshake timeout are unrelated problems." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The duplicate call on issue:17101 and issue:63349 is well grounded in the packet: both are Telegram voice-message transcription failures, with 63349 adding version/raw-.ogg detail. The remaining soft-edge rejections are conservative and tied to clearly different titles/subsystems, so the summary does not overstate the evidence." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 237, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:31132", + "issue:32983", + "issue:33456", + "issue:35297", + "issue:35556", + "issue:37344", + "issue:51639", + "issue:51824", + "issue:52265", + "issue:52328", + "issue:53273", + "issue:53285", + "issue:53311", + "issue:53558", + "issue:53705", + "issue:53709", + "issue:53783", + "issue:53824", + "issue:53863", + "issue:53919", + "issue:59205", + "issue:60913", + "issue:62671", + "issue:63126", + "issue:63657", + "issue:63999", + "issue:64244", + "issue:64523", + "issue:64581", + "issue:64699", + "issue:64776", + "issue:64794", + "issue:64900", + "issue:65054", + "issue:65079", + "issue:65394", + "issue:65424", + "issue:66253", + "issue:66459", + "issue:66561", + "issue:67182", + "issue:67799", + "issue:67852", + "issue:67972", + "issue:68245", + "issue:68326", + "issue:68405", + "issue:68788" + ], + "soft_pairs": [ + "issue:37344|issue:67182", + "issue:32983|issue:51639", + "issue:62671|issue:66459", + "issue:52265|issue:53919", + "issue:52328|issue:68326", + "issue:53273|issue:53311", + "issue:67799|issue:67852", + "issue:66561|issue:68245", + "issue:53709|issue:65394", + "issue:63126|issue:68788", + "issue:33456|issue:35556", + "issue:64794|issue:65054", + "issue:31132|issue:59205", + "issue:60913|issue:64244", + "issue:53783|issue:63657", + "issue:53705|issue:64581", + "issue:35297|issue:64900", + "issue:53285|issue:53863", + "issue:53558|issue:64776", + "issue:65079|issue:67972", + "issue:53824|issue:68405", + "issue:64523|issue:64699", + "issue:65424|issue:66253", + "issue:51824|issue:63999" + ], + "prepared_review_unit_hash": "63ad08ec31e1c7541c0636fe9588bad2a971bdba88b3c429a51d0447df5a01fc", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 35431, + "estimated_input_tokens": 8858, + "estimated_eval_tokens": 17972 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "The soft edges are mostly conservative false positives. The only near-match, 53558/64776, is still too weak to confirm as a duplicate: it suggests a shared memory-sync theme, but the packet does not show the same underlying bug, and the deterministic flag is false.", + "confidence": 0.78, + "canonical_issue_reason": "issue:64776 is the more technical, root-cause-oriented report in the memory-sync area, but only as a tentative anchor; the packet does not establish that it is the same bug as issue:53558.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:64776 is the best representative of the memory-sync/sqlite-vec symptom cluster if one were to triage that area, but it should be treated as a possible match rather than a confirmed duplicate.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:37344", + "right": "issue:67182", + "accept": false, + "reason": "Both are network/fetch failures, but they target different channels and different failure paths (Discord send vs Telegram download/proxy/DNS)." + }, + { + "left": "issue:32983", + "right": "issue:51639", + "accept": false, + "reason": "Heartbeat.model being ignored is a config-resolution bug; native heartbeat never firing is a callback/scheduling bug. Similar domain, different defect." + }, + { + "left": "issue:62671", + "right": "issue:66459", + "accept": false, + "reason": "Different channels and symptoms: iMessage routing regression versus Telegram outbound send omission." + }, + { + "left": "issue:52265", + "right": "issue:53919", + "accept": false, + "reason": "CLI handshake timeout on cron/gateway is not the same as browser-task behavior failing in VPS Docker; no shared concrete code path." + }, + { + "left": "issue:52328", + "right": "issue:68326", + "accept": false, + "reason": "Missing Telegram extension enablement is distinct from sub-agents defaulting to the wrong provider." + }, + { + "left": "issue:53273", + "right": "issue:53311", + "accept": false, + "reason": "Package path/sourcePath breakage is different from gateway crash loops caused by a configured-but-missing channel plugin." + }, + { + "left": "issue:67799", + "right": "issue:67852", + "accept": false, + "reason": "One is a sessions_spawn auth/scope failure; the other is Discord schema validation for buttons. Not the same bug." + }, + { + "left": "issue:66561", + "right": "issue:68245", + "accept": false, + "reason": "Both mention hangs/timeouts, but one is an openai-codex SSE/local abort path and the other is Active Memory blocking reply flow. Different root causes." + }, + { + "left": "issue:53709", + "right": "issue:65394", + "accept": false, + "reason": "Invalid GH_TOKEN in subprocess env is unrelated to audio transcription returning no transcript." + }, + { + "left": "issue:63126", + "right": "issue:68788", + "accept": false, + "reason": "WhatsApp media-send shim failure and Windows claude spawn allowlist failure are separate platform/plugin issues." + }, + { + "left": "issue:33456", + "right": "issue:35556", + "accept": false, + "reason": "Both involve Feishu, but one is bot-info refetch after preflight and the other is message-send failure after a card message; not clearly the same defect." + }, + { + "left": "issue:64794", + "right": "issue:65054", + "accept": false, + "reason": "Missing OAuth configPatch fields differs from hardcoded usage-polling endpoint/baseUrl handling." + }, + { + "left": "issue:31132", + "right": "issue:59205", + "accept": false, + "reason": "Both are 401 auth failures, but they affect different providers and likely different token lifecycles." + }, + { + "left": "issue:60913", + "right": "issue:64244", + "accept": false, + "reason": "One is a feature request to support a model; the other is a MiniMax image-routing regression." + }, + { + "left": "issue:53783", + "right": "issue:63657", + "accept": false, + "reason": "Cross-agent sessions_list visibility mismatch is not the same as one-shot cron jobs disappearing after restart." + }, + { + "left": "issue:53705", + "right": "issue:64581", + "accept": false, + "reason": "Deleting shared workspace contents and injecting the wrong workspace into the prompt are different workspace-related bugs." + }, + { + "left": "issue:35297", + "right": "issue:64900", + "accept": false, + "reason": "Control UI save-state persistence on Windows is separate from remote CDP running-state detection on WSL2/Edge." + }, + { + "left": "issue:53285", + "right": "issue:53863", + "accept": false, + "reason": "Missing WhatsApp dependency and missing Control UI assets are unrelated packaging problems." + }, + { + "left": "issue:53558", + "right": "issue:64776", + "accept": false, + "reason": "There is only a thematic link between '0 files / 0 chunks' and 'sqlite-vec extension not loaded'; the packet does not establish the same underlying bug, and the deterministic flag is false." + }, + { + "left": "issue:65079", + "right": "issue:67972", + "accept": false, + "reason": "Security-vulnerability complaints are not the same as a concrete npm install failure." + }, + { + "left": "issue:53824", + "right": "issue:68405", + "accept": false, + "reason": "Unknown Channel after gateway restart is a different failure mode from isolated cron auth-resolution problems." + }, + { + "left": "issue:64523", + "right": "issue:64699", + "accept": false, + "reason": "Webchat echoing assistant output into new user input is not the same as sessions_send label/sessionKey validation." + }, + { + "left": "issue:65424", + "right": "issue:66253", + "accept": false, + "reason": "Both drop images, but they involve different models and different attachment/catalog code paths; not enough evidence of one shared bug." + }, + { + "left": "issue:51824", + "right": "issue:63999", + "accept": false, + "reason": "Incorrect provider mapping in the control UI is distinct from Qwen tool-call XML leaking into chat messages." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "Most soft-edge rejections are conservative and grounded in the issue titles, but the accepted 53558/64776 pair is overstated. The packet only supports a plausible thematic link between \u20180 files / 0 chunks\u2019 and \u2018sqlite-vec extension not loaded\u2019; it does not establish that they are the same bug, and the packet\u2019s own deterministic flag is false for that pair. Also, phrasing like \u2018accepted duplicate pair\u2019 is not supported by the packet. I\u2019d keep this as a possible match, not a confirmed one." + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 238, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:20568", + "issue:31275", + "issue:32075", + "issue:33180", + "issue:33641", + "issue:33758", + "issue:35768", + "issue:36088", + "issue:36431", + "issue:36882", + "issue:37579", + "issue:44610", + "issue:48479", + "issue:50937", + "issue:51036", + "issue:51158", + "issue:52257", + "issue:53285", + "issue:53311", + "issue:53464", + "issue:53469", + "issue:53536", + "issue:53733", + "issue:53785", + "issue:59041", + "issue:62574", + "issue:62886", + "issue:63609", + "issue:63883", + "issue:64293", + "issue:64636", + "issue:64644", + "issue:64765", + "issue:64816", + "issue:64860", + "issue:64959", + "issue:65191", + "issue:65327", + "issue:65571", + "issue:65902", + "issue:66135", + "issue:66222", + "issue:66389", + "issue:67412", + "issue:68119", + "issue:68208", + "issue:68634", + "issue:68649" + ], + "soft_pairs": [ + "issue:20568|issue:33180", + "issue:66135|issue:66389", + "issue:53469|issue:65327", + "issue:53285|issue:62886", + "issue:33758|issue:53464", + "issue:32075|issue:63883", + "issue:35768|issue:64636", + "issue:44610|issue:68649", + "issue:31275|issue:68119", + "issue:33641|issue:67412", + "issue:36088|issue:53536", + "issue:36431|issue:36882", + "issue:37579|issue:52257", + "issue:48479|issue:62574", + "issue:50937|issue:51158", + "issue:51036|issue:64293", + "issue:53311|issue:65191", + "issue:53733|issue:66222", + "issue:53785|issue:65571", + "issue:59041|issue:63609", + "issue:64644|issue:68208", + "issue:64765|issue:64860", + "issue:64816|issue:65902", + "issue:64959|issue:68634" + ], + "prepared_review_unit_hash": "29e185a0a5e419381df71427fa9dadd2adfac5471f38641ea50c7176872e6cb4", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 35113, + "estimated_input_tokens": 8779, + "estimated_eval_tokens": 17814 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This is a heterogeneous cluster of mostly unrelated bug/feature issues across Telegram, TUI/webchat, plugins, CLI, sessions, and platform packaging. No soft pair looks like the same underlying change or defect, so all candidate edges are rejected.", + "confidence": 0.91, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": null, + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:20568", + "right": "issue:33180", + "accept": false, + "reason": "Both are Telegram-related streaming bugs, but one is a streamMode regression and the other is a DM draft/pinned-message issue; different code paths and symptoms." + }, + { + "left": "issue:66135", + "right": "issue:66389", + "accept": false, + "reason": "Both involve session/runtime behavior, but one is about background exec/cron/output handling and the other is about per-message process spawning and cache misses." + }, + { + "left": "issue:53469", + "right": "issue:65327", + "accept": false, + "reason": "Both request private-network access, but they target different surfaces (web tools/gateway vs Discord voice STT/general fetch) and are not the same concrete fix." + }, + { + "left": "issue:53285", + "right": "issue:62886", + "accept": false, + "reason": "Both are plugin packaging breakages, but they affect different plugins and different missing artifacts." + }, + { + "left": "issue:33758", + "right": "issue:53464", + "accept": false, + "reason": "Completely different bugs: TUI streaming failure versus Anthropic token paste truncation." + }, + { + "left": "issue:32075", + "right": "issue:63883", + "accept": false, + "reason": "Different products and failures: Mattermost mention gating versus groupPolicy allowlist application." + }, + { + "left": "issue:35768", + "right": "issue:64636", + "accept": false, + "reason": "Homebrew version labeling and proxy environment handling are unrelated." + }, + { + "left": "issue:44610", + "right": "issue:68649", + "accept": false, + "reason": "Both can block progress, but one is prompt-error session stall and the other is a hanging PDF tool; different components." + }, + { + "left": "issue:31275", + "right": "issue:68119", + "accept": false, + "reason": "Feishu /new session-memory hook failure is unrelated to the empty/uninformative issue." + }, + { + "left": "issue:33641", + "right": "issue:67412", + "accept": false, + "reason": "Both mention messages disappearing, but one is a webchat streaming render bug and the other is a control UI send-message flicker." + }, + { + "left": "issue:36088", + "right": "issue:53536", + "accept": false, + "reason": "A TUI route error is not the same as model switching bypassing the Gateway API flow." + }, + { + "left": "issue:36431", + "right": "issue:36882", + "accept": false, + "reason": "TUI routing to webchat and heartbeat prompts being shown are distinct message-pipeline problems." + }, + { + "left": "issue:37579", + "right": "issue:52257", + "accept": false, + "reason": "Compaction safeguard message loss and an oversized authorization popup are unrelated." + }, + { + "left": "issue:48479", + "right": "issue:62574", + "accept": false, + "reason": "Different providers and failures: Vertex auth selection versus missing Microsoft TTS registration." + }, + { + "left": "issue:50937", + "right": "issue:51158", + "accept": false, + "reason": "CI test failures blocking a PR are not the same as the Matrix inbound-routing bug." + }, + { + "left": "issue:51036", + "right": "issue:64293", + "accept": false, + "reason": "Custom provider zero-usage completion and heartbeat misconfiguration are separate runtime issues." + }, + { + "left": "issue:53311", + "right": "issue:65191", + "accept": false, + "reason": "Crash-loop from an uninstalled channel plugin is different from plugin startup before config loads." + }, + { + "left": "issue:53733", + "right": "issue:66222", + "accept": false, + "reason": "Unrelated feature requests: Intel Mac app versus multi-agent collaboration." + }, + { + "left": "issue:53785", + "right": "issue:65571", + "accept": false, + "reason": "Different Linux/platform failures in different subsystems (matrix crypto packaging vs browser CDP startup)." + }, + { + "left": "issue:59041", + "right": "issue:63609", + "accept": false, + "reason": "CLI command availability/documentation mismatch is unrelated to CLI hangs and SIGKILL termination." + }, + { + "left": "issue:64644", + "right": "issue:68208", + "accept": false, + "reason": "Image understanding content-empty failure and reasoning-stream nested-loop display error are different model/runtime bugs." + }, + { + "left": "issue:64765", + "right": "issue:64860", + "accept": false, + "reason": "Active Memory lookup returning NONE and QA Lab scenario-pack discovery are unrelated." + }, + { + "left": "issue:64816", + "right": "issue:65902", + "accept": false, + "reason": "Skill surfacing in live sessions and WhatsApp session discovery/cron delivery are separate plugin/runtime problems." + }, + { + "left": "issue:64959", + "right": "issue:68634", + "accept": false, + "reason": "Zombie persistent session contamination and scope-upgrade/Telegram approvals are different issues with no shared concrete code path." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 239, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:17101", + "issue:28222", + "issue:29506", + "issue:30962", + "issue:31481", + "issue:32189", + "issue:32712", + "issue:33468", + "issue:33758", + "issue:34308", + "issue:35975", + "issue:49264", + "issue:52405", + "issue:52488", + "issue:52729", + "issue:53354", + "issue:53464", + "issue:53726", + "issue:53785", + "issue:53803", + "issue:53912", + "issue:59933", + "issue:62627", + "issue:63422", + "issue:63440", + "issue:63862", + "issue:64277", + "issue:64304", + "issue:64496", + "issue:64523", + "issue:64783", + "issue:64802", + "issue:65043", + "issue:65304", + "issue:65603", + "issue:65760", + "issue:65870", + "issue:66008", + "issue:66647", + "issue:66832", + "issue:67653", + "issue:67937", + "issue:67985", + "issue:67989", + "issue:68073", + "issue:68249", + "issue:68371", + "issue:68467" + ], + "soft_pairs": [ + "issue:65043|issue:67989", + "issue:65304|issue:66008", + "issue:65760|issue:66647", + "issue:33758|issue:64523", + "issue:63422|issue:67937", + "issue:64783|issue:67653", + "issue:65870|issue:68249", + "issue:52405|issue:68073", + "issue:63862|issue:66647", + "issue:35975|issue:65603", + "issue:53912|issue:64802", + "issue:17101|issue:64496", + "issue:52729|issue:53464", + "issue:53464|issue:53803", + "issue:34308|issue:59933", + "issue:30962|issue:33468", + "issue:53785|issue:62627", + "issue:68371|issue:68467", + "issue:32189|issue:64304", + "issue:29506|issue:49264", + "issue:31481|issue:67985", + "issue:28222|issue:53726", + "issue:53354|issue:63440", + "issue:32712|issue:64277", + "issue:52488|issue:66832" + ], + "prepared_review_unit_hash": "6130080f90090de739bcbe4f00ffea772ae1b68018deebfc1b2f26c466a30de5", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 25, + "serialized_chars": 35306, + "estimated_input_tokens": 8827, + "estimated_eval_tokens": 17910 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This cluster is mostly a grab-bag of unrelated bug reports across different integrations, runtimes, and subsystems. The soft pairs look like title-level similarity false positives rather than true duplicates, so none are safe to merge.", + "confidence": 0.93, + "canonical_issue_reason": "Issue 65760 is the strongest standalone bug report here: it has a clear failure mode, a specific code path (fallback retry prompt handling), and substantial inbound reference activity. It is not a canonical duplicate hub for the cluster, just the best representative issue among unrelated items.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 65760 is the best issue in this set for triage usefulness because it is concrete, reproducible, and well-scoped, with enough discussion/reference signal to be actionable.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:65043", + "right": "issue:67989", + "accept": false, + "reason": "Different bugs in different areas: Slack subagent thread leakage vs OpenRouter model routing failure." + }, + { + "left": "issue:65304", + "right": "issue:66008", + "accept": false, + "reason": "Unrelated symptoms: Windows tool-call parameter errors vs missing whitespace in thinking lines." + }, + { + "left": "issue:65760", + "right": "issue:66647", + "accept": false, + "reason": "Different code paths and domains: fallback retry prompt loss vs Telegram binary caption token blowup." + }, + { + "left": "issue:33758", + "right": "issue:64523", + "accept": false, + "reason": "Both involve message handling, but one is TUI streaming output and the other is webchat reinjection; not the same bug." + }, + { + "left": "issue:63422", + "right": "issue:67937", + "accept": false, + "reason": "Sub-agent exec breakage after update is not the same as slow sequential probing in channel status checks." + }, + { + "left": "issue:64783", + "right": "issue:67653", + "accept": false, + "reason": "Feishu mention ReferenceError and Windows gateway startup delay are unrelated failures." + }, + { + "left": "issue:65870", + "right": "issue:68249", + "accept": false, + "reason": "Docs URL typo is not the same as a plugin failing to load at runtime." + }, + { + "left": "issue:52405", + "right": "issue:68073", + "accept": false, + "reason": "Approval cwd validation and npm plugin upgrade path are different issues." + }, + { + "left": "issue:63862", + "right": "issue:66647", + "accept": false, + "reason": "WSL pnpm execpath misdetection is unrelated to Telegram caption content injection." + }, + { + "left": "issue:35975", + "right": "issue:65603", + "accept": false, + "reason": "Both touch LLM provider plumbing, but they describe different provider/schema failures and different payload problems." + }, + { + "left": "issue:53912", + "right": "issue:64802", + "accept": false, + "reason": "Docker restart-loop behavior and Railway image versioning are not the same defect." + }, + { + "left": "issue:17101", + "right": "issue:64496", + "accept": false, + "reason": "Telegram transcription bug and a blank-titled issue provide no evidence of the same underlying problem." + }, + { + "left": "issue:52729", + "right": "issue:53464", + "accept": false, + "reason": "LINE webhook 404 regression and Anthropic token truncation are unrelated." + }, + { + "left": "issue:53464", + "right": "issue:53803", + "accept": false, + "reason": "Token paste truncation and duplicated tool results are different failure modes." + }, + { + "left": "issue:34308", + "right": "issue:59933", + "accept": false, + "reason": "Telegram inter-session delivery and session listing visibility are separate session-management bugs." + }, + { + "left": "issue:30962", + "right": "issue:33468", + "accept": false, + "reason": "Discord newline rendering and Google Chat startup crash do not share the same code path." + }, + { + "left": "issue:53785", + "right": "issue:62627", + "accept": false, + "reason": "Packaging/dependency issues in different bundles are too broad to treat as one bug." + }, + { + "left": "issue:68371", + "right": "issue:68467", + "accept": false, + "reason": "Both mention empty output, but they are different modes/features with no concrete shared root cause." + }, + { + "left": "issue:32189", + "right": "issue:64304", + "accept": false, + "reason": "Wrong model display and billing-related provider failure are unrelated." + }, + { + "left": "issue:29506", + "right": "issue:49264", + "accept": false, + "reason": "Slack missing_scope behavior and unresolved SecretRef in doctor are different subsystems." + }, + { + "left": "issue:31481", + "right": "issue:67985", + "accept": false, + "reason": "A token-missing bug is not the same as a blank/empty issue report." + }, + { + "left": "issue:28222", + "right": "issue:53726", + "accept": false, + "reason": "Diagnostics plugin failure and antivirus-blocking joke issue are clearly unrelated." + }, + { + "left": "issue:53354", + "right": "issue:63440", + "accept": false, + "reason": "WebSocket slash-command interception and session timeout bookkeeping are different defects." + }, + { + "left": "issue:32712", + "right": "issue:64277", + "accept": false, + "reason": "Feishu card content retrieval and Slack thread mention bypass are separate platform-specific bugs." + }, + { + "left": "issue:52488", + "right": "issue:66832", + "accept": false, + "reason": "Operator scope missing after pairing is not the same as log redaction coverage." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 240, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:22003", + "issue:31043", + "issue:32678", + "issue:32889", + "issue:37322", + "issue:50161", + "issue:50253", + "issue:52405", + "issue:53364", + "issue:53647", + "issue:53709", + "issue:53879", + "issue:53927", + "issue:54689", + "issue:55275", + "issue:58140", + "issue:60102", + "issue:62684", + "issue:63033", + "issue:63128", + "issue:63175", + "issue:64602", + "issue:64939", + "issue:64978", + "issue:65043", + "issue:65086", + "issue:65090", + "issue:65182", + "issue:65309", + "issue:65316", + "issue:65394", + "issue:65400", + "issue:65559", + "issue:65697", + "issue:65791", + "issue:66424", + "issue:66507", + "issue:66591", + "issue:66624", + "issue:66702", + "issue:66813", + "issue:66859", + "issue:66907", + "issue:67072", + "issue:68028", + "issue:68181", + "issue:68245", + "issue:68605" + ], + "soft_pairs": [ + "issue:63128|issue:65697", + "issue:66813|issue:68245", + "issue:50161|issue:68028", + "issue:53364|issue:55275", + "issue:53879|issue:54689", + "issue:63175|issue:68605", + "issue:66624|issue:66859", + "issue:64939|issue:65043", + "issue:66702|issue:68181", + "issue:53709|issue:65316", + "issue:53647|issue:65086", + "issue:65309|issue:66424", + "issue:66907|issue:67072", + "issue:62684|issue:65309", + "issue:32678|issue:60102", + "issue:32889|issue:64602", + "issue:50253|issue:65791", + "issue:65394|issue:66591", + "issue:63033|issue:65182", + "issue:37322|issue:64939", + "issue:64978|issue:65090", + "issue:53927|issue:65559", + "issue:31043|issue:52405", + "issue:58140|issue:65400", + "issue:22003|issue:66507" + ], + "prepared_review_unit_hash": "995b34c6eba886514a717ea8927ab919498b3ad00ad866238fd13dbb0113c2c1", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 25, + "serialized_chars": 35886, + "estimated_input_tokens": 8972, + "estimated_eval_tokens": 18200 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Most items are unrelated bug reports; the only strong duplicate-like pair is the channel/session isolation issue between 22003 and 66507.", + "confidence": 0.91, + "canonical_issue_reason": "issue:22003 is the clearest, broadest statement of the shared bug: channel context bleeding causes auth failures.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:22003 best represents the cluster because it describes the underlying session-isolation problem at a higher level than the channel-specific report.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:63128", + "right": "issue:65697", + "accept": false, + "reason": "Both involve LaunchAgent/macOS startup, but one is restart re-bootstrap failure and the other is a pnpm entrypoint mismatch crash; different bugs." + }, + { + "left": "issue:66813", + "right": "issue:68245", + "accept": false, + "reason": "Both are hangs/timeouts, but they affect different flows (webchat heartbeat vs Active Memory reply flow) with different failure modes." + }, + { + "left": "issue:50161", + "right": "issue:68028", + "accept": false, + "reason": "Both mention SecretRefs, but one is doctor/exec secret resolution and the other is tavily config validation/runtime; not the same code path." + }, + { + "left": "issue:53364", + "right": "issue:55275", + "accept": false, + "reason": "Both concern Telegram delivery, but one is forum General topic system messages and the other is outbound queue flushing; too different." + }, + { + "left": "issue:53879", + "right": "issue:54689", + "accept": false, + "reason": "Both are Telegram file-send regressions, but the symptoms and triggers differ and there is no evidence of the same concrete bug." + }, + { + "left": "issue:63175", + "right": "issue:68605", + "accept": false, + "reason": "Ollama timeout and webchat image persistence are unrelated." + }, + { + "left": "issue:66624", + "right": "issue:66859", + "accept": false, + "reason": "Channel-selection trim error and destructive restart handoff are unrelated." + }, + { + "left": "issue:64939", + "right": "issue:65043", + "accept": false, + "reason": "Groq multipart transcription and Slack thread-routing leak are different features and failure paths." + }, + { + "left": "issue:66702", + "right": "issue:68181", + "accept": false, + "reason": "Vision context contamination and macOS screen.snapshot param validation are unrelated." + }, + { + "left": "issue:53709", + "right": "issue:65316", + "accept": false, + "reason": "Both touch subprocess/sandbox behavior, but one is invalid GH_TOKEN inheritance and the other is writable file-tool exposure; different bugs." + }, + { + "left": "issue:53647", + "right": "issue:65086", + "accept": false, + "reason": "Cron child-session stopping and sessions_spawn model override are distinct session-management problems." + }, + { + "left": "issue:65309", + "right": "issue:66424", + "accept": false, + "reason": "Active Memory blocking reply flow is unrelated to the 401 connection-id mismatch in Copilot/GPT sessions." + }, + { + "left": "issue:66907", + "right": "issue:67072", + "accept": false, + "reason": "Both are UI timing issues, but one is input reappearing on stream start and the other is delayed message display after send." + }, + { + "left": "issue:62684", + "right": "issue:65309", + "accept": false, + "reason": "Ollama pipeline timeout and Active Memory blocking reply flow are different underlying failures." + }, + { + "left": "issue:32678", + "right": "issue:60102", + "accept": false, + "reason": "Both are channel/session binding problems, but Feishu bindings and Telegram stale ACP session are different systems and symptoms." + }, + { + "left": "issue:32889", + "right": "issue:64602", + "accept": false, + "reason": "Documentation directory reads and idempotencyKey errors in narrative generation are unrelated." + }, + { + "left": "issue:50253", + "right": "issue:65791", + "accept": false, + "reason": "IPv6 bind support and Exa secretRef feature request are unrelated." + }, + { + "left": "issue:65394", + "right": "issue:66591", + "accept": false, + "reason": "Audio transcription failure and context engine id mismatch are unrelated." + }, + { + "left": "issue:63033", + "right": "issue:65182", + "accept": false, + "reason": "TTS payload delivery and output-tag stripping are different Control UI bugs." + }, + { + "left": "issue:37322", + "right": "issue:64939", + "accept": false, + "reason": "404 run error and audio transcription failure are unrelated." + }, + { + "left": "issue:64978", + "right": "issue:65090", + "accept": false, + "reason": "Both concern Chrome startup/connectivity, but one is a false startup failure and the other is an unreachable CDP websocket; not the same bug." + }, + { + "left": "issue:53927", + "right": "issue:65559", + "accept": false, + "reason": "Webhook route 404 and allowBots mention handling are different webhook issues." + }, + { + "left": "issue:31043", + "right": "issue:52405", + "accept": false, + "reason": "Both are approval-related, but one is ID-format mismatch and the other is canonical cwd validation; different code paths." + }, + { + "left": "issue:58140", + "right": "issue:65400", + "accept": false, + "reason": "Windows Defender installer concern and browser --help boot slowdown are unrelated." + }, + { + "left": "issue:22003", + "right": "issue:66507", + "accept": true, + "reason": "Both describe the same underlying session-isolation bug: channels sharing or bleeding session context instead of keeping separate channel-scoped sessions, causing auth/session errors." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The cluster summary is grounded in the packet: issue:22003 and issue:66507 clearly describe the same channel/session isolation bug, while the other pairs are conservatively rejected as distinct bugs based on their titles and contexts. No evidence is overstated." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 241, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:30374", + "issue:30672", + "issue:30773", + "issue:30844", + "issue:31275", + "issue:32113", + "issue:32473", + "issue:32637", + "issue:32947", + "issue:33456", + "issue:33671", + "issue:34534", + "issue:35202", + "issue:35861", + "issue:37465", + "issue:48479", + "issue:53140", + "issue:53354", + "issue:53443", + "issue:53488", + "issue:53647", + "issue:53705", + "issue:53735", + "issue:53870", + "issue:54039", + "issue:57256", + "issue:61211", + "issue:62472", + "issue:63862", + "issue:63877", + "issue:63974", + "issue:64407", + "issue:64794", + "issue:65151", + "issue:65195", + "issue:65201", + "issue:65305", + "issue:65568", + "issue:65608", + "issue:65861", + "issue:66804", + "issue:67132", + "issue:67295", + "issue:67546", + "issue:68120", + "issue:68190", + "issue:68743", + "issue:68789" + ], + "soft_pairs": [ + "issue:30773|issue:53647", + "issue:35861|issue:65568", + "issue:53443|issue:64407", + "issue:61211|issue:65861", + "issue:62472|issue:65151", + "issue:63862|issue:65608", + "issue:65195|issue:68789", + "issue:32637|issue:53488", + "issue:67295|issue:68120", + "issue:31275|issue:63877", + "issue:57256|issue:63974", + "issue:67132|issue:68190", + "issue:53140|issue:67546", + "issue:30374|issue:30672", + "issue:33456|issue:35202", + "issue:32113|issue:34534", + "issue:53870|issue:68743", + "issue:64794|issue:66804", + "issue:53705|issue:54039", + "issue:30844|issue:48479", + "issue:32473|issue:32947", + "issue:33671|issue:53354", + "issue:37465|issue:53735", + "issue:65201|issue:65305" + ], + "prepared_review_unit_hash": "eef4c73eb880bb321f949cf12bdf968dc09a8ae0b78079f79f38c460a0d8c7e6", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 35432, + "estimated_input_tokens": 8858, + "estimated_eval_tokens": 17972 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This set is mostly heterogeneous and does not form one duplicate cluster. The only plausible duplicate pair is the two Kimi k2p5 tool-call reports; the rest describe different bugs, features, or subsystems.", + "confidence": 0.67, + "canonical_issue_reason": "issue:37465 is the clearest canonical report for the Kimi k2p5 tool-call bug: it names the model, gives the concrete failure mode, and includes the validation-error symptom. issue:53735 appears to describe the same underlying problem in Chinese with less detail.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:37465 is the best issue to anchor the one likely duplicate pair because it is specific, actionable, and clearly describes the malformed tool-call behavior.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:30773", + "right": "issue:53647", + "accept": false, + "reason": "Both mention isolated cron/agent runs, but the symptoms differ: write-tool false error vs cron stopping after a sessions_yield boundary." + }, + { + "left": "issue:35861", + "right": "issue:65568", + "accept": false, + "reason": "Both are ACP/runtime-related, but one is a generic spawn exit-code failure and the other is a Discord-bound resume/resource-not-found bug." + }, + { + "left": "issue:53443", + "right": "issue:64407", + "accept": false, + "reason": "Both involve gateway/loopback connectivity, but they target different commands and failure paths with different triggering conditions." + }, + { + "left": "issue:61211", + "right": "issue:65861", + "accept": false, + "reason": "A build failure in one repo path and a labeler config path mistake are unrelated bugs." + }, + { + "left": "issue:62472", + "right": "issue:65151", + "accept": false, + "reason": "Both involve persistence/state, but one is context-token persistence across providers and the other is sessionFile persistence for cron runs." + }, + { + "left": "issue:63862", + "right": "issue:65608", + "accept": false, + "reason": "Both are pnpm/environment-related, but one is WSL execpath misdetection and the other is a hardcoded addon path build break." + }, + { + "left": "issue:65195", + "right": "issue:68789", + "accept": false, + "reason": "Both are network reachability bugs, but one is macOS LAN access from exec/runtime and the other is Slack DNS failures with healthy local networking." + }, + { + "left": "issue:32637", + "right": "issue:53488", + "accept": false, + "reason": "Both touch workspace concepts, but one is per-agent cwd isolation and the other is custom workspace injection files." + }, + { + "left": "issue:67295", + "right": "issue:68120", + "accept": false, + "reason": "Both mention OpenRouter/OpenClaw, but one is wrong per-agent baseUrls and the other is empty assistant messages from chat completions." + }, + { + "left": "issue:31275", + "right": "issue:63877", + "accept": false, + "reason": "Feishu /new session-memory hook behavior and Firecrawl http transport failure are unrelated." + }, + { + "left": "issue:57256", + "right": "issue:63974", + "accept": false, + "reason": "One is a false status warning about openclaw-mem0 availability; the other is Discord reply instability during session overflow and config reload." + }, + { + "left": "issue:67132", + "right": "issue:68190", + "accept": false, + "reason": "Both involve active tool execution, but one leaks narration into iMessage while the other drops chat messages entirely." + }, + { + "left": "issue:53140", + "right": "issue:67546", + "accept": false, + "reason": "WhatsApp auto-reply takeover and an onboarding feature bug are not the same underlying problem." + }, + { + "left": "issue:30374", + "right": "issue:30672", + "accept": false, + "reason": "Both are Bedrock issues, but one is failover on rate limit via aws-sdk auth and the other is unreachable api.anthropic.com geo-restriction." + }, + { + "left": "issue:33456", + "right": "issue:35202", + "accept": false, + "reason": "Both are Feishu-related, but one is bot-info re-fetch after preflight and the other is a long-link configuration failure." + }, + { + "left": "issue:32113", + "right": "issue:34534", + "accept": false, + "reason": "Missing package/repo file and updater corrupts daemon are unrelated installation/update problems." + }, + { + "left": "issue:53870", + "right": "issue:68743", + "accept": false, + "reason": "VirusTotal scan pending on a package release and a cron timeout are unrelated." + }, + { + "left": "issue:64794", + "right": "issue:66804", + "accept": false, + "reason": "MiniMax OAuth config fields missing and MiniMax-M2.7 response timeout are different issues." + }, + { + "left": "issue:53705", + "right": "issue:54039", + "accept": false, + "reason": "Both are path/workspace bugs, but one deletes the wrong workspace scope and the other doubles absolute Windows paths in read." + }, + { + "left": "issue:30844", + "right": "issue:48479", + "accept": false, + "reason": "These are different auth-routing bugs for different providers: OpenAI/OAuth routing vs Google Vertex API-key vs ADC/Bearer." + }, + { + "left": "issue:32473", + "right": "issue:32947", + "accept": false, + "reason": "Device-identity secure-context requirements and web_fetch fetch failures are unrelated browser/network issues." + }, + { + "left": "issue:33671", + "right": "issue:53354", + "accept": false, + "reason": "Telegram PDF hangs in gateway and WebSocket slash-command forwarding are different subsystems and symptoms." + }, + { + "left": "issue:37465", + "right": "issue:53735", + "accept": true, + "reason": "Both describe the same Kimi k2p5 tool-call bug: malformed/incomplete tool-call output for the same model, just phrased differently." + }, + { + "left": "issue:65201", + "right": "issue:65305", + "accept": false, + "reason": "A false doctor warning about gateway auth tokens and a schema validation rule rejecting 0 are unrelated." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is well grounded in the packet and stays conservative overall. The only positive soft-edge call (37465/53735) is plausibly supported by the titles, and the remaining pairs are reasonably rejected without overclaiming." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 242, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:29809", + "issue:30314", + "issue:31414", + "issue:32871", + "issue:33263", + "issue:33685", + "issue:34961", + "issue:35768", + "issue:37564", + "issue:50999", + "issue:51158", + "issue:51174", + "issue:51749", + "issue:52773", + "issue:53463", + "issue:53464", + "issue:53466", + "issue:53592", + "issue:53755", + "issue:55298", + "issue:55807", + "issue:57386", + "issue:58385", + "issue:62884", + "issue:63130", + "issue:63396", + "issue:64292", + "issue:64496", + "issue:65117", + "issue:65304", + "issue:65321", + "issue:65334", + "issue:65424", + "issue:65656", + "issue:66125", + "issue:66336", + "issue:66635", + "issue:66786", + "issue:67199", + "issue:67485", + "issue:67619", + "issue:67626", + "issue:67915", + "issue:68209", + "issue:68299", + "issue:68336", + "issue:68449" + ], + "soft_pairs": [ + "issue:51158|issue:68299", + "issue:50999|issue:55807", + "issue:52773|issue:65321", + "issue:53755|issue:68449", + "issue:62884|issue:65117", + "issue:64292|issue:66336", + "issue:65424|issue:67915", + "issue:53464|issue:63130", + "issue:57386|issue:64496", + "issue:35768|issue:65334", + "issue:53463|issue:53466", + "issue:29809|issue:67626", + "issue:30314|issue:53592", + "issue:31414|issue:67485", + "issue:55298|issue:67485", + "issue:58385|issue:65304", + "issue:65656|issue:66635", + "issue:32871|issue:68336", + "issue:33263|issue:34961", + "issue:33685|issue:66786", + "issue:67619|issue:68209", + "issue:37564|issue:51174", + "issue:51749|issue:63396", + "issue:66125|issue:67199" + ], + "prepared_review_unit_hash": "39dd724405357207b60fa353f579de1ece41dcac054785afcf744c08a3499450", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 24, + "serialized_chars": 34836, + "estimated_input_tokens": 8709, + "estimated_eval_tokens": 17674 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "All suggested soft edges are false positives: the paired issues share only broad subsystem keywords, not the same concrete bug or change.", + "confidence": 0.98, + "canonical_issue_reason": "No single canonical issue is safe here; the items span unrelated bugs across different features and transports, so collapsing them into one duplicate cluster would be incorrect.", + "canonical_pr_reason": null, + "best_issue_reason": "If one issue must anchor triage, issue 29809 is the strongest standalone report because it is detailed and discussion-rich, but it should not absorb the others as duplicates.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:51158", + "right": "issue:68299", + "accept": false, + "reason": "Matrix inbound-routing failure vs Matrix private-network config handling; different symptom and root cause." + }, + { + "left": "issue:50999", + "right": "issue:55807", + "accept": false, + "reason": "Telegram polling stall loop and Discord ACP thread rendering are unrelated transport bugs." + }, + { + "left": "issue:52773", + "right": "issue:65321", + "accept": false, + "reason": "WhatsApp listener regression vs built-in TTS failure; different subsystems and code paths." + }, + { + "left": "issue:53755", + "right": "issue:68449", + "accept": false, + "reason": "Model catalog exposure issue vs Dreaming stopword filtering; no shared concrete bug." + }, + { + "left": "issue:62884", + "right": "issue:65117", + "accept": false, + "reason": "Both involve media, but one always calls sendText while the other drops web-outbound media; different outbound paths." + }, + { + "left": "issue:64292", + "right": "issue:66336", + "accept": false, + "reason": "'agentId not allowed' and 'pairing required' are distinct sessions_spawn validation/auth failures." + }, + { + "left": "issue:65424", + "right": "issue:67915", + "accept": false, + "reason": "Minimax catalog input schema bug vs local attachment folder restriction; different causes." + }, + { + "left": "issue:53464", + "right": "issue:63130", + "accept": false, + "reason": "Token truncation on paste vs OAuth token refresh failure; unrelated credential-handling bugs." + }, + { + "left": "issue:57386", + "right": "issue:64496", + "accept": false, + "reason": "Google Chat 401 regression vs an empty-title issue; no technical overlap." + }, + { + "left": "issue:35768", + "right": "issue:65334", + "accept": false, + "reason": "Homebrew version env-var problem vs CLI host-version parsing bug; different version sources." + }, + { + "left": "issue:53463", + "right": "issue:53466", + "accept": false, + "reason": "Memory file overwrite and expired credential overwrite are different state corruption bugs." + }, + { + "left": "issue:29809", + "right": "issue:67626", + "accept": false, + "reason": "Control UI origin/CORS rejection vs a vague unrelated report; no shared failure mode." + }, + { + "left": "issue:30314", + "right": "issue:53592", + "accept": false, + "reason": "Feishu group message delivery vs Bedrock instance-role auth failure; unrelated features." + }, + { + "left": "issue:31414", + "right": "issue:67485", + "accept": false, + "reason": "systemd service version mismatch vs missing bin symlink after update; different update/install bugs." + }, + { + "left": "issue:55298", + "right": "issue:67485", + "accept": false, + "reason": "pm2 env reload behavior and nvm symlink loss are unrelated problems." + }, + { + "left": "issue:58385", + "right": "issue:65304", + "accept": false, + "reason": "Specific web_fetch schema validation vs broad Windows tool-parameter failures; different scope and root cause." + }, + { + "left": "issue:65656", + "right": "issue:66635", + "accept": false, + "reason": "LINE 429 on mixed replies vs WhatsApp inline-media failure; different channel logic." + }, + { + "left": "issue:32871", + "right": "issue:68336", + "accept": false, + "reason": "API format mismatch for routellm/gpt-5 vs Ollama Cloud 404; unrelated backends." + }, + { + "left": "issue:33263", + "right": "issue:34961", + "accept": false, + "reason": "Webchat duplicate replies vs Discord voice no-reply intermittency; different products and bugs." + }, + { + "left": "issue:33685", + "right": "issue:66786", + "accept": false, + "reason": "Fedora Silverblue setup failure vs workspace-dir prompt handling; no common code path." + }, + { + "left": "issue:67619", + "right": "issue:68209", + "accept": false, + "reason": "One loses context on session switch, the other grows context uncontrollably; opposite symptoms, different bugs." + }, + { + "left": "issue:37564", + "right": "issue:51174", + "accept": false, + "reason": "Feishu dispatch showing no replies vs WhatsApp probe truncating allowFrom entries; unrelated." + }, + { + "left": "issue:51749", + "right": "issue:63396", + "accept": false, + "reason": "Teams media fetch empty vs SharePoint download failure on Node 24; different failure paths." + }, + { + "left": "issue:66125", + "right": "issue:67199", + "accept": false, + "reason": "OpenAI-compatible proxy fallback failure vs thinkingDefault propagation bug; distinct code paths." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 243, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:23538", + "issue:27988", + "issue:28423", + "issue:29670", + "issue:30300", + "issue:30316", + "issue:31098", + "issue:32807", + "issue:32949", + "issue:33239", + "issue:33263", + "issue:33621", + "issue:34863", + "issue:36142", + "issue:50260", + "issue:51158", + "issue:53273", + "issue:53466", + "issue:53537", + "issue:53591", + "issue:53669", + "issue:53671", + "issue:53769", + "issue:53786", + "issue:53857", + "issue:53871", + "issue:53892", + "issue:53938", + "issue:57033", + "issue:59370", + "issue:63736", + "issue:64202", + "issue:64633", + "issue:65341", + "issue:65424", + "issue:65917", + "issue:66074", + "issue:66229", + "issue:66280", + "issue:66390", + "issue:66621", + "issue:66647", + "issue:66752", + "issue:67019", + "issue:67985", + "issue:67999", + "issue:68613", + "issue:68780" + ], + "soft_pairs": [ + "issue:53273|issue:66390", + "issue:53537|issue:66647", + "issue:33239|issue:68780", + "issue:66621|issue:67999", + "issue:51158|issue:65424", + "issue:32807|issue:53857", + "issue:23538|issue:32949", + "issue:29670|issue:50260", + "issue:30300|issue:65917", + "issue:30316|issue:50260", + "issue:31098|issue:53769", + "issue:33621|issue:36142", + "issue:34863|issue:64202", + "issue:53466|issue:65341", + "issue:53669|issue:66074", + "issue:53786|issue:63736", + "issue:53871|issue:53892", + "issue:59370|issue:66752", + "issue:64633|issue:67019", + "issue:66280|issue:68613", + "issue:53466|issue:53938", + "issue:27988|issue:67985", + "issue:28423|issue:33263", + "issue:53591|issue:53671", + "issue:57033|issue:66229" + ], + "prepared_review_unit_hash": "e7318408fa9171e1f0cbaad828ce171e5acb80e97a5bf6f63948519de7d4a63a", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 25, + "serialized_chars": 35397, + "estimated_input_tokens": 8850, + "estimated_eval_tokens": 17956 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This cluster is mostly a set of unrelated bug reports with superficial keyword overlap; none of the proposed soft edges look like true duplicates of the same underlying issue.", + "confidence": 0.95, + "canonical_issue_reason": "No single canonical issue stands out: the items span unrelated subsystems (Telegram, browser, gateway, cron, macOS updates, plugins, model providers), so there is no coherent duplicate cluster to collapse into one issue.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:53871 is the most self-contained and actionable report in the set, with a clear regression, concrete symptom, and a narrow scope; it is the best standalone issue, though not a canonical for the whole group.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:53273", + "right": "issue:66390", + "accept": false, + "reason": "Both involve updates on macOS, but one is a broken plugin path after global upgrade while the other is a file-lock/startup crash during update; different failure modes and code paths." + }, + { + "left": "issue:53537", + "right": "issue:66647", + "accept": false, + "reason": "These are unrelated: Gemini thinking-loop behavior on model switch vs Telegram caption content leaking into prompts. Only a broad notion of bad behavior overlaps." + }, + { + "left": "issue:33239", + "right": "issue:68780", + "accept": false, + "reason": "Both mention plugins and warnings, but one is duplicate plugin loading during Feishu install and the other is an empty allowlist warning for first-time users; not the same bug." + }, + { + "left": "issue:66621", + "right": "issue:67999", + "accept": false, + "reason": "Both are UI rendering issues, but one is images not rendering and the other is live message updates requiring refresh; too different to merge." + }, + { + "left": "issue:51158", + "right": "issue:65424", + "accept": false, + "reason": "Different plugins and different bugs: Matrix inbound routing is broken, while MiniMax image attachments are dropped because catalog capabilities are misdeclared." + }, + { + "left": "issue:32807", + "right": "issue:53857", + "accept": false, + "reason": "Browser relay/tool availability vs web_search API key detection are separate subsystems with different root causes." + }, + { + "left": "issue:23538", + "right": "issue:32949", + "accept": false, + "reason": "Anthropic auth 401 on setup-token and Telegram forum messages landing in the wrong topic after a retry are not the same issue." + }, + { + "left": "issue:29670", + "right": "issue:50260", + "accept": false, + "reason": "Tailscale pairing/allowTailscale gating and Feishu streaming duplicate segments are unrelated despite both touching message delivery." + }, + { + "left": "issue:30300", + "right": "issue:65917", + "accept": false, + "reason": "The second item has no usable title/body details, so there is no evidence it is the same image-upload stack trace bug." + }, + { + "left": "issue:30316", + "right": "issue:50260", + "accept": false, + "reason": "Both are duplicate-message symptoms, but they affect different channels and likely different mechanisms; not enough to treat as one bug." + }, + { + "left": "issue:31098", + "right": "issue:53769", + "accept": false, + "reason": "Telegram config not recognized and Slack delivery being unsupported are different configuration errors in different integrations." + }, + { + "left": "issue:33621", + "right": "issue:36142", + "accept": false, + "reason": "Anthropic compaction leaving dangling tool_use blocks and rate-limit-induced empty responses after tool calls are separate failure paths." + }, + { + "left": "issue:34863", + "right": "issue:64202", + "accept": false, + "reason": "ACP interactive output truncation and CSS layout clipping are unrelated; one is backend/protocol behavior, the other is presentation." + }, + { + "left": "issue:53466", + "right": "issue:65341", + "accept": false, + "reason": "The second item is blank, so there is no evidence it matches the Codex credential overwrite/OAuth failure bug." + }, + { + "left": "issue:53669", + "right": "issue:66074", + "accept": false, + "reason": "Cron timezone offset handling and browser SSRF policy initialization are unrelated problems." + }, + { + "left": "issue:53786", + "right": "issue:63736", + "accept": false, + "reason": "Real-time Feishu/local-dashboard desync and a vague hang-time report do not describe the same underlying bug." + }, + { + "left": "issue:53871", + "right": "issue:53892", + "accept": false, + "reason": "Telegram channel configuration regression and WhatsApp group self-echo are different messaging-integration bugs." + }, + { + "left": "issue:59370", + "right": "issue:66752", + "accept": false, + "reason": "Config require-path breakage and ARM64 missing-module on global install are both runtime packaging issues, but they are distinct failures." + }, + { + "left": "issue:64633", + "right": "issue:67019", + "accept": false, + "reason": "Both mention garbled output, but one is style/persona compliance and the other is a model-specific text corruption symptom." + }, + { + "left": "issue:66280", + "right": "issue:68613", + "accept": false, + "reason": "Gateway provider override routing and a provider-specific missing model/smart selector error are different request-validation/routing problems." + }, + { + "left": "issue:53466", + "right": "issue:53938", + "accept": false, + "reason": "Credential overwrite/OAuth failure is unrelated to Feishu plugin duplication and gateway restart instability." + }, + { + "left": "issue:27988", + "right": "issue:67985", + "accept": false, + "reason": "The second issue has no content, so it cannot be matched to the cacheRetention bug." + }, + { + "left": "issue:28423", + "right": "issue:33263", + "accept": false, + "reason": "A stale macOS LaunchAgent entrypoint and duplicated assistant replies via delivery-mirror are unrelated." + }, + { + "left": "issue:53591", + "right": "issue:53671", + "accept": false, + "reason": "Both involve empty args/tool handling, but one is model payload compatibility causing empty tool args and the other is validation behavior on empty args; not the same concrete bug." + }, + { + "left": "issue:57033", + "right": "issue:66229", + "accept": false, + "reason": "These share the word 'store' but refer to totally different concepts: an unsupported API field versus a media size limit." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 244, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:17731", + "issue:29506", + "issue:32852", + "issue:33025", + "issue:33272", + "issue:34665", + "issue:50888", + "issue:51609", + "issue:51809", + "issue:53174", + "issue:53236", + "issue:53249", + "issue:53273", + "issue:53384", + "issue:53919", + "issue:55298", + "issue:57672", + "issue:62086", + "issue:62172", + "issue:62868", + "issue:63079", + "issue:63211", + "issue:63422", + "issue:63706", + "issue:63759", + "issue:64036", + "issue:64111", + "issue:64174", + "issue:64293", + "issue:64509", + "issue:64771", + "issue:64959", + "issue:64991", + "issue:65151", + "issue:65687", + "issue:65890", + "issue:66500", + "issue:66732", + "issue:66978", + "issue:67598", + "issue:67688", + "issue:67915", + "issue:67938", + "issue:68062", + "issue:68513", + "issue:68633", + "issue:68707" + ], + "soft_pairs": [ + "issue:57672|issue:62086", + "issue:63079|issue:66500", + "issue:53236|issue:62868", + "issue:63211|issue:67598", + "issue:63759|issue:66978", + "issue:64036|issue:64991", + "issue:51609|issue:53919", + "issue:51809|issue:68707", + "issue:53249|issue:67915", + "issue:64771|issue:68633", + "issue:17731|issue:53384", + "issue:32852|issue:68062", + "issue:29506|issue:34665", + "issue:64111|issue:68513", + "issue:33025|issue:53384", + "issue:62172|issue:64293", + "issue:64174|issue:67688", + "issue:50888|issue:64509", + "issue:65687|issue:65890", + "issue:33272|issue:53174", + "issue:53273|issue:55298", + "issue:63422|issue:67938", + "issue:63706|issue:66732", + "issue:64959|issue:65151" + ], + "prepared_review_unit_hash": "834ed6311ff026252b1368ebc1d8a034eabd219554280ed19e2c39e612c47e2b", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 24, + "serialized_chars": 34721, + "estimated_input_tokens": 8681, + "estimated_eval_tokens": 17618 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "The cluster is mostly heterogeneous. The soft edges are broad same-subsystem similarities, not true duplicates. The most representative issue is the sub-agent announce empty-payload report because it is concrete, well-scoped, and best matches the recurring child-output/completion-loss theme.", + "confidence": 0.43, + "canonical_issue_reason": "issue:50888 is the clearest, most concrete report of the underlying failure mode in this set: sub-agent announce returns an empty payload despite non-empty child output. It is specific, actionable, and central to the closest duplicate-style theme here.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:50888 is the strongest global issue candidate because it describes the bug precisely and is the most plausible anchor for any closely related completion-payload duplicates. The other issues are mostly unrelated or too broad.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:57672", + "right": "issue:62086", + "accept": false, + "reason": "Different failures: one is Mistral tool-call ID validation via OpenRouter; the other is CLI SIGTERM from an exec/runtime wrapper. Same general runtime area, not the same bug." + }, + { + "left": "issue:63079", + "right": "issue:66500", + "accept": false, + "reason": "Both are chat/channel adapter bugs, but one is Google Chat audience validation and the other is Feishu filename mojibake on inbound media. Different code paths and symptoms." + }, + { + "left": "issue:53236", + "right": "issue:62868", + "accept": false, + "reason": "Both mention plugin resolution/install behavior, but one resolves to the wrong skill and the other is a packaged Telegram plugin missing a file path. Not the same underlying change." + }, + { + "left": "issue:63211", + "right": "issue:67598", + "accept": false, + "reason": "Both involve isolated/cron execution, but one ignores tools.exec policy prompts while the other ignores payload.model and runs on the primary model. Different policy/config bugs." + }, + { + "left": "issue:63759", + "right": "issue:66978", + "accept": false, + "reason": "One is Telegram typing indicator timing; the other is session spawn/run completing without a final payload. Different user-facing behavior and different mechanism." + }, + { + "left": "issue:64036", + "right": "issue:64991", + "accept": false, + "reason": "Trailing whitespace in chunking is unrelated to Gemini OAuth communication failure." + }, + { + "left": "issue:51609", + "right": "issue:53919", + "accept": false, + "reason": "Sandbox python3 missing is a runtime environment issue; browser-driven tasks in VPS Docker are a broader deployment behavior problem." + }, + { + "left": "issue:51809", + "right": "issue:68707", + "accept": false, + "reason": "Dashboard model-picker prefixing and openai-completions usage-token streaming are unrelated provider/UI bugs." + }, + { + "left": "issue:53249", + "right": "issue:67915", + "accept": false, + "reason": "Both are attachment-related, but one is mountPath handling for runtime subagent attachments and the other is local assistant attachment visibility/allowed-folder filtering. Not the same bug." + }, + { + "left": "issue:64771", + "right": "issue:68633", + "accept": false, + "reason": "One is chat disconnects in Control UI; the other clears image attachments before WebSocket send on connection failure. Related UI area, but different failure modes." + }, + { + "left": "issue:17731", + "right": "issue:53384", + "accept": false, + "reason": "Slack thread-context preservation is unrelated to streaming dropping a text block when assistant turns contain thinking plus text." + }, + { + "left": "issue:32852", + "right": "issue:68062", + "accept": false, + "reason": "Telegram RTL preview rendering and export HTML empty conversation view are different rendering bugs with different surfaces." + }, + { + "left": "issue:29506", + "right": "issue:34665", + "accept": false, + "reason": "Slack missing_scope with channel name and Feishu invalid user_id from discord ID are different platform integration issues." + }, + { + "left": "issue:64111", + "right": "issue:68513", + "accept": false, + "reason": "Ollama vision accessibility via image tool and imageModel fallback for user attachments are both vision-related, but they concern different routing decisions and APIs." + }, + { + "left": "issue:33025", + "right": "issue:53384", + "accept": false, + "reason": "Telegram DM streaming never triggers versus streaming partial drops a text block are not the same defect." + }, + { + "left": "issue:62172", + "right": "issue:64293", + "accept": false, + "reason": "Discord /status reporting undefined and heartbeat running despite heartbeat:{} are both session/liveness issues, but they describe different subsystems and symptoms." + }, + { + "left": "issue:64174", + "right": "issue:67688", + "accept": false, + "reason": "Both are OpenAI/Codex auth/edge failures, but one is a 403 HTML OAuth runtime regression and the other is a Cloudflare challenge HTML response on macOS. Not enough to treat as one bug." + }, + { + "left": "issue:50888", + "right": "issue:64509", + "accept": false, + "reason": "Sub-agent announce returning an empty payload is not the same as claude-cli/backend reporting out-of-extra-usage quota errors." + }, + { + "left": "issue:65687", + "right": "issue:65890", + "accept": false, + "reason": "Discord voice conversation breakage and QMD memory collection mismatch are unrelated." + }, + { + "left": "issue:33272", + "right": "issue:53174", + "accept": false, + "reason": "Unsupported reasoning_effort on custom providers and ModelStudio /btw tool validation errors are different provider/tooling bugs." + }, + { + "left": "issue:53273", + "right": "issue:55298", + "accept": false, + "reason": "npm global install path breakage for acpx and pm2 reload not applying env changes are unrelated deployment/config issues." + }, + { + "left": "issue:63422", + "right": "issue:67938", + "accept": false, + "reason": "Sub-agent exec tool calls broken after update and channels status --probe timing out with many accounts are different performance/failure modes." + }, + { + "left": "issue:63706", + "right": "issue:66732", + "accept": false, + "reason": "Discord voice-note handling after update and Telegram reminder false note leakage are unrelated channel-specific bugs." + }, + { + "left": "issue:64959", + "right": "issue:65151", + "accept": false, + "reason": "Both involve persistent sessions, but one is zombie/relock contamination after restart and the other is orphaned cron session files not persisted to sessions.json. Different root causes." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 245, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:26895", + "issue:30341", + "issue:32095", + "issue:32638", + "issue:32841", + "issue:34358", + "issue:34527", + "issue:35796", + "issue:36832", + "issue:41342", + "issue:43305", + "issue:50253", + "issue:53137", + "issue:53169", + "issue:53426", + "issue:53493", + "issue:53542", + "issue:53559", + "issue:53592", + "issue:53803", + "issue:53862", + "issue:53928", + "issue:53956", + "issue:61005", + "issue:62875", + "issue:63877", + "issue:63999", + "issue:64048", + "issue:64174", + "issue:64287", + "issue:64419", + "issue:64665", + "issue:64852", + "issue:64959", + "issue:65009", + "issue:65334", + "issue:65426", + "issue:65516", + "issue:65519", + "issue:65705", + "issue:66091", + "issue:66527", + "issue:67081", + "issue:67423", + "issue:68018", + "issue:68299", + "issue:68513", + "issue:68605" + ], + "soft_pairs": [ + "issue:32638|issue:53956", + "issue:36832|issue:66527", + "issue:53803|issue:64287", + "issue:53493|issue:53862", + "issue:26895|issue:65705", + "issue:41342|issue:63877", + "issue:53169|issue:64419", + "issue:67081|issue:68605", + "issue:53592|issue:53928", + "issue:30341|issue:34527", + "issue:32095|issue:65334", + "issue:32841|issue:64852", + "issue:35796|issue:61005", + "issue:43305|issue:53137", + "issue:50253|issue:66091", + "issue:53426|issue:62875", + "issue:53542|issue:65516", + "issue:53559|issue:68018", + "issue:63999|issue:64048", + "issue:65519|issue:68513", + "issue:67423|issue:68299", + "issue:64959|issue:65009", + "issue:64174|issue:64665", + "issue:34358|issue:65426" + ], + "prepared_review_unit_hash": "fe838f34a5a3090f2b2c4d6e873ab856f24fc069f37521cbb0f5c9ec8c4d3515", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 35199, + "estimated_input_tokens": 8800, + "estimated_eval_tokens": 17856 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This cluster is a broad false-positive mix of unrelated bugs across Telegram, webchat, auth, packaging, and onboarding. None of the soft pairs look like the same underlying issue, so there is no safe canonical duplicate target.", + "confidence": 0.97, + "canonical_issue_reason": "No canonical issue: the items are heterogeneous and do not describe one shared bug or change.", + "canonical_pr_reason": "No PRs are present in the cluster.", + "best_issue_reason": "No single best issue: none of the issues is a reliable representative for the rest, because the cluster is not a coherent duplicate set.", + "best_pr_reason": "No PRs are present in the cluster.", + "soft_edge_verdicts": [ + { + "left": "issue:32638", + "right": "issue:53956", + "accept": false, + "reason": "Both are model-output related, but one is Groq reasoning-effort API rejection and the other is MiniMax tag parsing; different vendors and failure modes." + }, + { + "left": "issue:36832", + "right": "issue:66527", + "accept": false, + "reason": "Both affect packaging/install, but one is a broken npm symlink on Linux and the other is a missing bundled JS file; not the same defect." + }, + { + "left": "issue:53803", + "right": "issue:64287", + "accept": false, + "reason": "One reports duplicated tool results in session context, the other broken session continuity from a parentId chain; opposite symptoms and different root causes." + }, + { + "left": "issue:53493", + "right": "issue:53862", + "accept": false, + "reason": "Both involve Telegram polling, but one is a channel init stall loop and the other silent group-message drops in multi-account polling." + }, + { + "left": "issue:26895", + "right": "issue:65705", + "accept": false, + "reason": "Legacy session-key recreation after migration is unrelated to a cron/heartbeat sweep retriggering bug." + }, + { + "left": "issue:41342", + "right": "issue:63877", + "accept": false, + "reason": "TTS truncation with a custom endpoint is unrelated to firecrawl_search failing against local HTTP Firecrawl." + }, + { + "left": "issue:53169", + "right": "issue:64419", + "accept": false, + "reason": "Both are startup/upgrade problems, but one is a renamed entrypoint/service migration issue and the other is config truncation on boot." + }, + { + "left": "issue:67081", + "right": "issue:68605", + "accept": false, + "reason": "Both are webchat UI issues, but one is delayed display of sent text and the other is image persistence/vanishing; different UI paths." + }, + { + "left": "issue:53592", + "right": "issue:53928", + "accept": false, + "reason": "Both touch Bedrock/AWS auth, but one is /btw with instance-role auth mode and the other is embedded /hooks/agent credential resolution; not the same code path." + }, + { + "left": "issue:30341", + "right": "issue:34527", + "accept": false, + "reason": "Gemini fallback false rate-limit errors and TTS streaming interruptions after refresh are different components and symptoms." + }, + { + "left": "issue:32095", + "right": "issue:65334", + "accept": false, + "reason": "SQLite open crash in a memory plugin is unrelated to the CLI reporting the wrong host version." + }, + { + "left": "issue:32841", + "right": "issue:64852", + "accept": false, + "reason": "Telegram pipeline instability and Google Vertex auth regression are unrelated subsystems and failure modes." + }, + { + "left": "issue:35796", + "right": "issue:61005", + "accept": false, + "reason": "Windows node onboarding config/token problems are unrelated to Android onboarding button inactivity." + }, + { + "left": "issue:43305", + "right": "issue:53137", + "accept": false, + "reason": "The first is a concrete OpenAI Responses tool-call ID-length failure; the second has no usable bug title/details and cannot be matched confidently." + }, + { + "left": "issue:50253", + "right": "issue:66091", + "accept": false, + "reason": "IPv6 bind support and a Chinese feature request about response speed are unrelated." + }, + { + "left": "issue:53426", + "right": "issue:62875", + "accept": false, + "reason": "Plugin update failure after core update is different from a Telegram package missing src/ in a release artifact." + }, + { + "left": "issue:53542", + "right": "issue:65516", + "accept": false, + "reason": "Package metadata/UI exposure issues are different from a missing build script in the installed package." + }, + { + "left": "issue:53559", + "right": "issue:68018", + "accept": false, + "reason": "Feishu /new routing to webchat is a channel-routing bug; subagent deliveryContext falling back to DM is a session inheritance bug." + }, + { + "left": "issue:63999", + "right": "issue:64048", + "accept": false, + "reason": "Qwen tool-call XML leaking into chat is distinct from an unclear open-claw/ollama(qwen) report with no matching failure description." + }, + { + "left": "issue:65519", + "right": "issue:68513", + "accept": false, + "reason": "Sub-agent model override being ignored is unrelated to imageModel fallback for vision-less primary models." + }, + { + "left": "issue:67423", + "right": "issue:68299", + "accept": false, + "reason": "Auth router choosing the wrong apiKey and Matrix plugin ignoring a network config key are unrelated configuration bugs." + }, + { + "left": "issue:64959", + "right": "issue:65009", + "accept": false, + "reason": "A zombie/relocked persistent main session after restart is not the same as a gateway reconnecting a zombie connection and crashing." + }, + { + "left": "issue:64174", + "right": "issue:64665", + "accept": false, + "reason": "OAuth 403 regression in openai-codex is unrelated to WhatsApp outbound media being dropped." + }, + { + "left": "issue:34358", + "right": "issue:65426", + "accept": false, + "reason": "Both involve Telegram media, but one is group-reply sending/fallback behavior and the other is rejection of workspace-relative MEDIA paths; too different to merge." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 246, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:25592", + "issue:30818", + "issue:35609", + "issue:36987", + "issue:50266", + "issue:53137", + "issue:53233", + "issue:53311", + "issue:53815", + "issue:53879", + "issue:53932", + "issue:54069", + "issue:62875", + "issue:63128", + "issue:63540", + "issue:63712", + "issue:63771", + "issue:63862", + "issue:63896", + "issue:64362", + "issue:64541", + "issue:64762", + "issue:64867", + "issue:65009", + "issue:65117", + "issue:65182", + "issue:65184", + "issue:65238", + "issue:65317", + "issue:65685", + "issue:65693", + "issue:65808", + "issue:65875", + "issue:66470", + "issue:66519", + "issue:66708", + "issue:66804", + "issue:67425", + "issue:67595", + "issue:67851", + "issue:67926", + "issue:67985", + "issue:68190", + "issue:68230", + "issue:68231", + "issue:68314", + "issue:68606", + "issue:68784" + ], + "soft_pairs": [ + "issue:50266|issue:54069", + "issue:64762|issue:68606", + "issue:30818|issue:67985", + "issue:63712|issue:65875", + "issue:64867|issue:66804", + "issue:30818|issue:53815", + "issue:35609|issue:53815", + "issue:36987|issue:65693", + "issue:53311|issue:62875", + "issue:53879|issue:65117", + "issue:53932|issue:65808", + "issue:63540|issue:63896", + "issue:65685|issue:66708", + "issue:66470|issue:68606", + "issue:66519|issue:67926", + "issue:65317|issue:68784", + "issue:65009|issue:65184", + "issue:53137|issue:53233", + "issue:64362|issue:68190", + "issue:65182|issue:65238", + "issue:68230|issue:68231", + "issue:25592|issue:68190", + "issue:64541|issue:67425", + "issue:63128|issue:67595", + "issue:63771|issue:67851", + "issue:63862|issue:68314" + ], + "prepared_review_unit_hash": "ea3f060f0e2448106ff7212865f66a3f5e49d3d6956c566f6ceb3583f6ceb6e1", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 26, + "serialized_chars": 35704, + "estimated_input_tokens": 8926, + "estimated_eval_tokens": 18108 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Mostly false-positive similarity matches across unrelated issues; the only strong duplicate candidate is the voice-call plugin EADDRINUSE report pair.", + "confidence": 0.84, + "canonical_issue_reason": "issue:67851 is the clearest, broadest report of the voice-call EADDRINUSE failure; issue:63771 reads like a version-specific manifestation of the same port double-bind bug.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:67851 is the best cluster anchor because it states the recurring symptom succinctly and without version-specific framing.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:50266", + "right": "issue:54069", + "accept": false, + "reason": "Different subsystems and failure modes: Feishu reply routing vs Matrix dispatch after config hot-reload." + }, + { + "left": "issue:64762", + "right": "issue:68606", + "accept": false, + "reason": "Different bugs: multipart/FormData corruption in SSRF guard vs plugin executor argument handling." + }, + { + "left": "issue:30818", + "right": "issue:67985", + "accept": false, + "reason": "No evidence they describe the same bug; the second title is blank and unusable for duplicate confirmation." + }, + { + "left": "issue:63712", + "right": "issue:65875", + "accept": false, + "reason": "Both concern model overrides, but one is persistence precedence and the other is clearing session state on /new; not the same concrete bug." + }, + { + "left": "issue:64867", + "right": "issue:66804", + "accept": false, + "reason": "Shared timeout vocabulary only; one is failover-chain timeout handling, the other is a model-specific response timeout." + }, + { + "left": "issue:30818", + "right": "issue:53815", + "accept": false, + "reason": "Unrelated UI delivery bugs: pasted images not sent vs Web UI stops updating after gateway reconnect." + }, + { + "left": "issue:35609", + "right": "issue:53815", + "accept": false, + "reason": "Different symptoms and components: CLI status hang vs Web UI reconnect/update issue." + }, + { + "left": "issue:36987", + "right": "issue:65693", + "accept": false, + "reason": "Feishu deliveryContext formatting is unrelated to heartbeat session threadId loss." + }, + { + "left": "issue:53311", + "right": "issue:62875", + "accept": false, + "reason": "Both mention plugins, but one is crash-loop when missing install and the other is missing src/ in bundled Telegram plugin; not clearly the same bug." + }, + { + "left": "issue:53879", + "right": "issue:65117", + "accept": false, + "reason": "Both are media-send failures, but they affect different channels and likely different code paths." + }, + { + "left": "issue:53932", + "right": "issue:65808", + "accept": false, + "reason": "Slack image optimization and Telegram reaction behavior are unrelated changes." + }, + { + "left": "issue:63540", + "right": "issue:63896", + "accept": false, + "reason": "Both touch audio/voice, but one is provider compatibility and the other is media allowlist regression." + }, + { + "left": "issue:65685", + "right": "issue:66708", + "accept": false, + "reason": "Typing-indicator state and Active Memory slowdown are different behaviors." + }, + { + "left": "issue:66470", + "right": "issue:68606", + "accept": false, + "reason": "Pondering-state UI bug is not the same as plugin invocation argument corruption." + }, + { + "left": "issue:66519", + "right": "issue:67926", + "accept": false, + "reason": "Duplicate delivery on subagent completion is unrelated to Control UI raw-mode disabling." + }, + { + "left": "issue:65317", + "right": "issue:68784", + "accept": false, + "reason": "Sandbox write-helper failure is unrelated to Codex app-server approval prompt handling." + }, + { + "left": "issue:65009", + "right": "issue:65184", + "accept": false, + "reason": "Both are gateway install/runtime problems, but one is zombie reconnect crash and the other is missing unit-file install failure." + }, + { + "left": "issue:53137", + "right": "issue:53233", + "accept": false, + "reason": "Blank-titled bug vs Anthropic fallback rate-limit propagation; no shared underlying issue." + }, + { + "left": "issue:64362", + "right": "issue:68190", + "accept": false, + "reason": "Both involve tool execution timing, but one is lost main response after tool execution and the other is dropping user messages during active tools." + }, + { + "left": "issue:65182", + "right": "issue:65238", + "accept": false, + "reason": "Assistant tag stripping in Control UI and webchat placeholder spam are different presentation bugs." + }, + { + "left": "issue:68230", + "right": "issue:68231", + "accept": false, + "reason": "Persistent pruning mode and Telegram per-group overrides are unrelated features." + }, + { + "left": "issue:25592", + "right": "issue:68190", + "accept": false, + "reason": "Similar wording around tool execution, but one is leakage between tool calls and the other is dropping messages during tools; not the same bug." + }, + { + "left": "issue:64541", + "right": "issue:67425", + "accept": false, + "reason": "Slow first turn vs abandoned turns are different runner/provider problems." + }, + { + "left": "issue:63128", + "right": "issue:67595", + "accept": false, + "reason": "macOS LaunchAgent re-bootstrap failure is unrelated to token/plist leakage and empty channels behavior." + }, + { + "left": "issue:63771", + "right": "issue:67851", + "accept": true, + "reason": "Both describe the same voice-call plugin EADDRINUSE/port-binding failure; one is a version-specific report, the other a general symptom report." + }, + { + "left": "issue:63862", + "right": "issue:68314", + "accept": false, + "reason": "WSL pnpm execution bug and optional-deps broken-lockfile false error are distinct package-manager issues." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The analyst output is grounded in the packet, and the soft-edge calls are conservative. The only accepted duplicate pair, issue:63771 \u2194 issue:67851, is well-supported by the shared voice-call / EADDRINUSE / port-binding symptom in the titles. The rejections do not overstate evidence, and the blank-titled issue cases are handled cautiously." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 247, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:27804", + "issue:28222", + "issue:28423", + "issue:29670", + "issue:30844", + "issue:31175", + "issue:31246", + "issue:31442", + "issue:32892", + "issue:33043", + "issue:33316", + "issue:34449", + "issue:34990", + "issue:39446", + "issue:52945", + "issue:53169", + "issue:53285", + "issue:53517", + "issue:53705", + "issue:53749", + "issue:53781", + "issue:53849", + "issue:57256", + "issue:59205", + "issue:64292", + "issue:64465", + "issue:64670", + "issue:64732", + "issue:64765", + "issue:64799", + "issue:64814", + "issue:65000", + "issue:65225", + "issue:65341", + "issue:65499", + "issue:65760", + "issue:66074", + "issue:66131", + "issue:66203", + "issue:66523", + "issue:66915", + "issue:67606", + "issue:67681", + "issue:68113", + "issue:68305", + "issue:68466", + "issue:68513", + "issue:68578" + ], + "soft_pairs": [ + "issue:64292|issue:64765", + "issue:64814|issue:68578", + "issue:27804|issue:53781", + "issue:53285|issue:53517", + "issue:53705|issue:65499", + "issue:66131|issue:66203", + "issue:28423|issue:53169", + "issue:65000|issue:65760", + "issue:28222|issue:52945", + "issue:29670|issue:33316", + "issue:29670|issue:53849", + "issue:31246|issue:68113", + "issue:31442|issue:64799", + "issue:39446|issue:59205", + "issue:53749|issue:68305", + "issue:64670|issue:66915", + "issue:65225|issue:67681", + "issue:67606|issue:68513", + "issue:30844|issue:64465", + "issue:66074|issue:68466", + "issue:57256|issue:65341", + "issue:31175|issue:66523", + "issue:32892|issue:64732", + "issue:33043|issue:34449", + "issue:34990|issue:53169" + ], + "prepared_review_unit_hash": "1c33f32c96bce06de7d8e4696e0a20ed2e2a7bad83da397c112e9c30323d11c6", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 25, + "serialized_chars": 35122, + "estimated_input_tokens": 8781, + "estimated_eval_tokens": 17818 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Mostly unrelated issue cluster. The strongest internal representative is the macOS update/LaunchAgent migration report, but the upgrade-related soft edge to the dashboard/service-file report should stay rejected because the evidence is only symptom-level similarity, not the same concrete failure path.", + "confidence": 0.44, + "canonical_issue_reason": "issue:28423 is the best canonical issue because it is the earliest and most specific report in the migration/upgrade bucket, with a clear concrete failure mode (stale LaunchAgent entrypoint after update) and a precise remediation clue.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:28423 is the strongest representative issue in this set since it is narrowly scoped, actionable, and describes a concrete post-update migration breakage rather than a vague symptom report.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:64292", + "right": "issue:64765", + "accept": false, + "reason": "Different bugs: one is a session spawn permission failure, the other is active-memory lookup returning NONE." + }, + { + "left": "issue:64814", + "right": "issue:68578", + "accept": false, + "reason": "Unrelated: null plugin config during extension registration versus a weather-command loop error." + }, + { + "left": "issue:27804", + "right": "issue:53781", + "accept": false, + "reason": "Both involve session/tool state corruption, but the concrete failures differ enough that they are not clearly the same bug." + }, + { + "left": "issue:53285", + "right": "issue:53517", + "accept": false, + "reason": "Related dependency-install symptoms, but one is a missing WhatsApp dependency and the other is generic peer-dependency installation behavior." + }, + { + "left": "issue:53705", + "right": "issue:65499", + "accept": false, + "reason": "Completely different areas: force-delete workspace behavior versus malformed UIA response for cross-signing reset." + }, + { + "left": "issue:66131", + "right": "issue:66203", + "accept": false, + "reason": "Different code paths: startup auto-enables plugin IDs and then fails validation, versus cron tool model-ID corruption." + }, + { + "left": "issue:28423", + "right": "issue:53169", + "accept": false, + "reason": "Similar upgrade/migration symptoms, but the specifics differ: stale LaunchAgent entrypoint (entry.js -> index.js) versus dashboard upgrade/service-file migration. Not enough evidence to treat as the same underlying bug." + }, + { + "left": "issue:65000", + "right": "issue:65760", + "accept": false, + "reason": "Both mention retry/reconnect behavior, but one drops the original prompt on fallback and the other concerns durable subagent completion delivery." + }, + { + "left": "issue:28222", + "right": "issue:52945", + "accept": false, + "reason": "No evidence they are the same bug; built-in diagnostics plugin failure is unrelated to an empty/placeholder bug report." + }, + { + "left": "issue:29670", + "right": "issue:33316", + "accept": false, + "reason": "Different issues: Tailscale control UI pairing requirement versus a generic compaction failure." + }, + { + "left": "issue:29670", + "right": "issue:53849", + "accept": false, + "reason": "Unrelated: Tailscale UI pairing behavior versus an empty bug report." + }, + { + "left": "issue:31246", + "right": "issue:68113", + "accept": false, + "reason": "Both are slash-command related, but Discord interaction resolution and Mattermost 503 initialization errors are different concrete failures." + }, + { + "left": "issue:31442", + "right": "issue:64799", + "accept": false, + "reason": "Different bugs: new install version string issue versus model resolution failure on macOS." + }, + { + "left": "issue:39446", + "right": "issue:59205", + "accept": false, + "reason": "Distinct problems: cloud-storage sync causing EBUSY crashes versus authentication returning 401 after update." + }, + { + "left": "issue:53749", + "right": "issue:68305", + "accept": false, + "reason": "Message-tool schema validation issue is unrelated to a reasoning-stream warning label mismatch." + }, + { + "left": "issue:64670", + "right": "issue:66915", + "accept": false, + "reason": "Different UI/tooling failures: /btw command and ESC handling versus edit-tool whitespace mismatch error surfacing." + }, + { + "left": "issue:65225", + "right": "issue:67681", + "accept": false, + "reason": "Both touch cron sessions, but one is a stuck running state while the other is duplicate reply delivery under --no-deliver." + }, + { + "left": "issue:67606", + "right": "issue:68513", + "accept": false, + "reason": "Both concern media handling, but Telegram photo crashes due to provider format rejection is not the same as image fallback not being honored." + }, + { + "left": "issue:30844", + "right": "issue:64465", + "accept": false, + "reason": "Hard-routing OAuth/provider selection and an empty bug report are not the same issue." + }, + { + "left": "issue:66074", + "right": "issue:68466", + "accept": false, + "reason": "Different browser-related failures: strict SSRF policy rejection versus stale link-understanding import dropping messages after upgrade." + }, + { + "left": "issue:57256", + "right": "issue:65341", + "accept": false, + "reason": "Status-reporting a memory as unavailable and an empty bug report do not match." + }, + { + "left": "issue:31175", + "right": "issue:66523", + "accept": false, + "reason": "Both are Windows issues, but one is a missing exec-approvals pipe and the other is an ignored environment variable." + }, + { + "left": "issue:32892", + "right": "issue:64732", + "accept": false, + "reason": "Different plugin/config problems: provider login cannot find plugins versus synthetic command IDs missing from plugins.allow." + }, + { + "left": "issue:33043", + "right": "issue:34449", + "accept": false, + "reason": "Distinct messaging bugs: truncated Feishu TTS audio versus message processing stalling until the next user message." + }, + { + "left": "issue:34990", + "right": "issue:53169", + "accept": false, + "reason": "Incident recovery/outage report is unrelated to the entrypoint migration bug." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "The summary is mostly grounded, but the soft-edge verdict for issue:28423 \u2194 issue:53169 is too strong. In the packet, this pair is explicitly marked deterministic_accept:false, and the evidence only shows similar upgrade/migration symptoms\u2014not enough to confidently call it the same bug. Please keep that pair conservative or reject it. The rest of the non-duplicate judgments look reasonably cautious." + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 248, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:30341", + "issue:32953", + "issue:35523", + "issue:35609", + "issue:35768", + "issue:35851", + "issue:49885", + "issue:50964", + "issue:51189", + "issue:52405", + "issue:52565", + "issue:53162", + "issue:53443", + "issue:53879", + "issue:54069", + "issue:57542", + "issue:62076", + "issue:62214", + "issue:62884", + "issue:63681", + "issue:64017", + "issue:64047", + "issue:64187", + "issue:64621", + "issue:64938", + "issue:65078", + "issue:65092", + "issue:65326", + "issue:65451", + "issue:65685", + "issue:65686", + "issue:66469", + "issue:66470", + "issue:66507", + "issue:66669", + "issue:66872", + "issue:67072", + "issue:67114", + "issue:67357", + "issue:67422", + "issue:67624", + "issue:67687", + "issue:67806", + "issue:67961", + "issue:67987", + "issue:68118", + "issue:68449" + ], + "soft_pairs": [ + "issue:64017|issue:65078", + "issue:64047|issue:67687", + "issue:66669|issue:67961", + "issue:32953|issue:51189", + "issue:67422|issue:68449", + "issue:30341|issue:67806", + "issue:35768|issue:52405", + "issue:57542|issue:65326", + "issue:50964|issue:52565", + "issue:50964|issue:53443", + "issue:35851|issue:66470", + "issue:63681|issue:64938", + "issue:53879|issue:65451", + "issue:64621|issue:66507", + "issue:64187|issue:67114", + "issue:65092|issue:66469", + "issue:65686|issue:68118", + "issue:65686|issue:67357", + "issue:49885|issue:67987", + "issue:35523|issue:67072", + "issue:35609|issue:62076", + "issue:53162|issue:54069", + "issue:62214|issue:62884", + "issue:65685|issue:66872", + "issue:67114|issue:67624" + ], + "prepared_review_unit_hash": "1ae5eae9cb90ab12e97d716c43471a801db11a9ed2514f63f312a1fadeb10ac3", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 25, + "serialized_chars": 35066, + "estimated_input_tokens": 8767, + "estimated_eval_tokens": 17790 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "The cluster is mostly heterogeneous. I only see two true duplicate pairs: the memory-plugin capability-clearing reports and the WhatsApp media sendMedia wiring reports. The remaining soft pairs share a subsystem or symptom, but not the same concrete bug.", + "confidence": 0.78, + "canonical_issue_reason": "issue:66469 is the clearest root-cause report in the cluster: it names the exact capability-clearing path in resolvePluginProviders/restoreMemoryPluginState, making it the best canonical for the only strong duplicate subgroup.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:66469 is the most specific, actionable issue here and best represents the memory-plugin duplicate pair.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:64017", + "right": "issue:65078", + "accept": false, + "reason": "Different products and failures: Discord thread binding vs Telegram transcript visibility." + }, + { + "left": "issue:64047", + "right": "issue:67687", + "accept": false, + "reason": "Both are Feishu, but one is DM delivery state and the other is group mention routing; not the same bug." + }, + { + "left": "issue:66669", + "right": "issue:67961", + "accept": false, + "reason": "Both hit Control UI rendering, but attachments not showing and optimistic update/history reload are different failure modes." + }, + { + "left": "issue:32953", + "right": "issue:51189", + "accept": false, + "reason": "Feishu tag regression vs missing agent_end event; related area, different underlying issue." + }, + { + "left": "issue:67422", + "right": "issue:68449", + "accept": false, + "reason": "Webchat streaming/display bug vs dreaming-plugin stopword/filter logic; unrelated." + }, + { + "left": "issue:30341", + "right": "issue:67806", + "accept": false, + "reason": "Gemini fallback rate-limit false positive vs Control UI rendering; no shared code-path bug." + }, + { + "left": "issue:35768", + "right": "issue:52405", + "accept": false, + "reason": "Version/env-var display issue vs approval/canonical cwd error; unrelated." + }, + { + "left": "issue:57542", + "right": "issue:65326", + "accept": false, + "reason": "Both involve Google Chat auth, but app-url JWT principal rules and add-ons event/JWT format incompatibility are distinct problems." + }, + { + "left": "issue:50964", + "right": "issue:52565", + "accept": false, + "reason": "Cron list hang vs UI button listener failure; different surfaces and symptoms." + }, + { + "left": "issue:50964", + "right": "issue:53443", + "accept": false, + "reason": "Cron list/close behavior vs gateway probe on loopback; not the same bug." + }, + { + "left": "issue:35851", + "right": "issue:66470", + "accept": false, + "reason": "Browser Relay status mismatch vs TUI/webchat pondering stuck after turn finish; different code paths." + }, + { + "left": "issue:63681", + "right": "issue:64938", + "accept": false, + "reason": "Unknown memory embedding provider vs missing Codex provider catalog; unrelated provider registration bugs." + }, + { + "left": "issue:53879", + "right": "issue:65451", + "accept": false, + "reason": "Telegram filePath upload failure vs WhatsApp outbound media attachment failure; different channels and code paths." + }, + { + "left": "issue:64621", + "right": "issue:66507", + "accept": false, + "reason": "WeChat attachment routing vs cross-channel session sharing; same ecosystem, different defect." + }, + { + "left": "issue:64187", + "right": "issue:67114", + "accept": false, + "reason": "Windows sqlite EBUSY reindex swap vs status/health hang after restart; distinct bugs." + }, + { + "left": "issue:65092", + "right": "issue:66469", + "accept": true, + "reason": "Same memory-plugin capability regression: 65092 describes the symptom, 66469 names the exact capability-clearing root cause." + }, + { + "left": "issue:65686", + "right": "issue:68118", + "accept": false, + "reason": "Typing indicator timing bug vs Openrouter outage after update; unrelated." + }, + { + "left": "issue:65686", + "right": "issue:67357", + "accept": false, + "reason": "Typing indicator behavior vs Discord file sending issues; not the same underlying bug." + }, + { + "left": "issue:49885", + "right": "issue:67987", + "accept": false, + "reason": "Google Vertex credential lookup vs missing outbound bot messages in DM sessions; different failures." + }, + { + "left": "issue:35523", + "right": "issue:67072", + "accept": false, + "reason": "TUI assistant-message visibility vs webchat send-time rendering; same broad UI area, different bugs." + }, + { + "left": "issue:35609", + "right": "issue:62076", + "accept": false, + "reason": "Both are CLI hangs, but one is cron list output and the other is sessions --json on non-TTY; not the same path." + }, + { + "left": "issue:53162", + "right": "issue:54069", + "accept": false, + "reason": "WhatsApp cron delivery listener issue vs Matrix dispatch stopping after hot-reload; different channels and causes." + }, + { + "left": "issue:62214", + "right": "issue:62884", + "accept": true, + "reason": "Same WhatsApp media-send bug: both report sendMedia not being used and media falling back to text." + }, + { + "left": "issue:65685", + "right": "issue:66872", + "accept": false, + "reason": "Typing indicator clearing vs Codex provider registration/status mismatch; unrelated." + }, + { + "left": "issue:67114", + "right": "issue:67624", + "accept": false, + "reason": "Windows CLI hang after restart vs webchat/TUI hang from HTML payload; distinct failures." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The analysis is grounded in the packet and stays conservative on the soft edges. The two accepted pairs are well-supported by the issue titles/descriptions: 65092/66469 for the memory-plugin capability regression and 62214/62884 for WhatsApp media sendMedia wiring. The rest of the verdicts avoid overclaiming duplicate status." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 249, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:28222", + "issue:30350", + "issue:31633", + "issue:31689", + "issue:33358", + "issue:34111", + "issue:34513", + "issue:35023", + "issue:35522", + "issue:35796", + "issue:36142", + "issue:40941", + "issue:50976", + "issue:51036", + "issue:51794", + "issue:53384", + "issue:53443", + "issue:53705", + "issue:53849", + "issue:53871", + "issue:58760", + "issue:61211", + "issue:62819", + "issue:63110", + "issue:63923", + "issue:64549", + "issue:64621", + "issue:64762", + "issue:65076", + "issue:65559", + "issue:65603", + "issue:65674", + "issue:65862", + "issue:66732", + "issue:66785", + "issue:67151", + "issue:67422", + "issue:67673", + "issue:67834", + "issue:67852", + "issue:68120", + "issue:68183", + "issue:68211", + "issue:68221", + "issue:68536", + "issue:68605", + "issue:68784" + ], + "soft_pairs": [ + "issue:34111|issue:68605", + "issue:35023|issue:36142", + "issue:61211|issue:68183", + "issue:65603|issue:68784", + "issue:51036|issue:63923", + "issue:30350|issue:53705", + "issue:34513|issue:67422", + "issue:35522|issue:64621", + "issue:31689|issue:40941", + "issue:64549|issue:65674", + "issue:28222|issue:53849", + "issue:35796|issue:65862", + "issue:67151|issue:68536", + "issue:53443|issue:68120", + "issue:53384|issue:65559", + "issue:53871|issue:58760", + "issue:31633|issue:33358", + "issue:50976|issue:66785", + "issue:51794|issue:67852", + "issue:62819|issue:68211", + "issue:64762|issue:65076", + "issue:62819|issue:68221", + "issue:67673|issue:67834", + "issue:63110|issue:66732" + ], + "prepared_review_unit_hash": "dc050db70e1dbe90a1a96c6adfc8a34dd8866c5e8391d54f27326e17b3f66d07", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 24, + "serialized_chars": 34899, + "estimated_input_tokens": 8725, + "estimated_eval_tokens": 17706 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This set is a grab bag of largely unrelated bug reports across Discord, Telegram, WhatsApp, webchat, providers, compaction, and Docker. There isn\u2019t a real duplicate cluster here; the soft pairs are mostly superficial theme matches and should stay separate.", + "confidence": 0.93, + "canonical_issue_reason": "Issue 67151 is the cleanest, most concrete bug report in the set: a narrowly scoped Discord parsing failure with a clear symptom and likely reproduction path.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 67151 is the most actionable and well-bounded issue among the candidates, making it the best representative issue.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:34111", + "right": "issue:68605", + "accept": false, + "reason": "Both are messaging-related, but one is missing webhook POSTs in Nextcloud Talk and the other is a webchat image persistence/UI bug." + }, + { + "left": "issue:35023", + "right": "issue:36142", + "accept": false, + "reason": "Both affect agent turns, but one is a thinking-block replay bug and the other is a rate-limit/empty-response failure after tool calls." + }, + { + "left": "issue:61211", + "right": "issue:68183", + "accept": false, + "reason": "Both mention Docker, but one is a build failure in whatsapp contract surfaces and the other is a Windows sandbox runtime/API version mismatch." + }, + { + "left": "issue:65603", + "right": "issue:68784", + "accept": false, + "reason": "Different failures: Azure Foundry schema/tool rejection versus missing app approval prompts in the native Codex app-server." + }, + { + "left": "issue:51036", + "right": "issue:63923", + "accept": false, + "reason": "Both involve provider/context behavior, but one is empty payloads/usage and the other is auto-compaction trigger/summary length handling." + }, + { + "left": "issue:30350", + "right": "issue:53705", + "accept": false, + "reason": "Webchat title flicker after refresh is unrelated to an openclaw force-delete workspace corruption bug." + }, + { + "left": "issue:34513", + "right": "issue:67422", + "accept": false, + "reason": "Both are UI rendering issues, but one is TUI message rendering stopping and the other is webchat realtime streaming on new sessions." + }, + { + "left": "issue:35522", + "right": "issue:64621", + "accept": false, + "reason": "Compaction race dropping a user message is not the same underlying bug as a WeChat image attachment being merged into a heartbeat turn." + }, + { + "left": "issue:31689", + "right": "issue:40941", + "accept": false, + "reason": "Provider connection errors are different from a UI feature gap showing token/context counters." + }, + { + "left": "issue:64549", + "right": "issue:65674", + "accept": false, + "reason": "Memory watch indexing new markdown files is unrelated to self-protection for critical config files." + }, + { + "left": "issue:28222", + "right": "issue:53849", + "accept": false, + "reason": "The built-in diagnostics-otel plugin failure has no clear overlap with the empty-title issue." + }, + { + "left": "issue:35796", + "right": "issue:65862", + "accept": false, + "reason": "Both are onboarding-related, but one is Windows node/token/config handling and the other is a missing DuckDuckGo provider in the setup wizard." + }, + { + "left": "issue:67151", + "right": "issue:68536", + "accept": false, + "reason": "Both involve message/media handling, but one strips https from Discord inbound text while the other drops WhatsApp document filenames." + }, + { + "left": "issue:53443", + "right": "issue:68120", + "accept": false, + "reason": "Gateway probe failure on loopback is unrelated to OpenRouter returning empty assistant messages in chat." + }, + { + "left": "issue:53384", + "right": "issue:65559", + "accept": false, + "reason": "Both involve message transformation, but one is streaming partial dropping a text block and the other is webhook mention handling with empty mentionedUsers." + }, + { + "left": "issue:53871", + "right": "issue:58760", + "accept": false, + "reason": "Telegram upgrade config regression and Discord startup TypeError are different channel-specific failures." + }, + { + "left": "issue:31633", + "right": "issue:33358", + "accept": false, + "reason": "Both touch media paths, but one uses wrong roots for Discord handlers and the other is Telegram local media access failing in a release." + }, + { + "left": "issue:50976", + "right": "issue:66785", + "accept": false, + "reason": "Slack multi-agent streaming misrouting is unrelated to the Umbrel setup wizard scrolling issue." + }, + { + "left": "issue:51794", + "right": "issue:67852", + "accept": false, + "reason": "Secret resolution for Discord tokens and Discord message-tool schema validation are distinct bugs." + }, + { + "left": "issue:62819", + "right": "issue:68211", + "accept": false, + "reason": "Both involve QQ delivery, but one is cron announce delivery failing and the other is TTS media being written to temp instead of the required storage path." + }, + { + "left": "issue:64762", + "right": "issue:65076", + "accept": false, + "reason": "Multipart body corruption from SSRF guard is a transport bug, while the OpenAI transcript issue is provider-side/no-error handling." + }, + { + "left": "issue:62819", + "right": "issue:68221", + "accept": false, + "reason": "Cron announce delivery to QQ and manual cron execution crashing on startsWith are different failure modes." + }, + { + "left": "issue:67673", + "right": "issue:67834", + "accept": false, + "reason": "Both mention openai-codex and Cloudflare, but one is a JS challenge/proxy access problem and the other is bad provider URL/model resolution causing 403." + }, + { + "left": "issue:63110", + "right": "issue:66732", + "accept": false, + "reason": "WhatsApp audio delivery problems are unrelated to Telegram reminder confirmation text leaking after successful scheduling." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 250, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:35297", + "issue:35884", + "issue:36134", + "issue:37136", + "issue:45064", + "issue:51505", + "issue:51521", + "issue:51716", + "issue:52605", + "issue:53669", + "issue:53672", + "issue:53751", + "issue:53815", + "issue:53863", + "issue:54076", + "issue:58443", + "issue:62086", + "issue:62971", + "issue:63819", + "issue:64319", + "issue:64362", + "issue:64433", + "issue:64480", + "issue:64729", + "issue:64970", + "issue:65067", + "issue:65363", + "issue:65559", + "issue:65571", + "issue:65590", + "issue:65890", + "issue:66088", + "issue:66096", + "issue:66129", + "issue:66520", + "issue:66786", + "issue:66895", + "issue:66915", + "issue:67081", + "issue:67530", + "issue:67648", + "issue:67857", + "issue:67917", + "issue:67999", + "issue:68689", + "issue:68784", + "issue:68815" + ], + "soft_pairs": [ + "issue:65890|issue:66915", + "issue:35884|issue:65363", + "issue:36134|issue:64480", + "issue:51716|issue:67917", + "issue:53669|issue:64480", + "issue:53751|issue:65590", + "issue:53815|issue:67999", + "issue:53863|issue:67857", + "issue:54076|issue:66088", + "issue:62971|issue:64970", + "issue:64319|issue:68784", + "issue:64362|issue:67081", + "issue:66096|issue:66129", + "issue:66520|issue:67530", + "issue:66786|issue:67648", + "issue:37136|issue:58443", + "issue:51505|issue:62086", + "issue:64433|issue:64729", + "issue:35297|issue:65067", + "issue:53672|issue:65571", + "issue:52605|issue:65559", + "issue:45064|issue:68815", + "issue:51521|issue:68689", + "issue:63819|issue:66895" + ], + "prepared_review_unit_hash": "30c0dd729d03ecf9c589e193003e13344090fb585b63c4e62d44af1251669070", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 24, + "serialized_chars": 34811, + "estimated_input_tokens": 8703, + "estimated_eval_tokens": 17662 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "No duplicate cluster emerges here: the items cover unrelated bugs across UI, plugins, model routing, messaging, packaging, and auth. All soft-edge pairs are false positives; there is no safe canonical issue or PR target.", + "confidence": 0.98, + "canonical_issue_reason": "No canonical issue: the set is a grab bag of unrelated problems, so no single issue can represent the cluster.", + "canonical_pr_reason": null, + "best_issue_reason": "No global best issue: none of the issues is a clear duplicate hub or umbrella for the rest.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:65890", + "right": "issue:66915", + "accept": false, + "reason": "Different bugs: QMD memory backend fallback vs edit-tool whitespace mismatch/error surfacing." + }, + { + "left": "issue:35884", + "right": "issue:65363", + "accept": false, + "reason": "Different areas: duplicate plugin-id warning vs Gemini template ID mapping failure." + }, + { + "left": "issue:36134", + "right": "issue:64480", + "accept": false, + "reason": "Unrelated model-routing bug vs BlueBubbles delivery/send-method configuration issue." + }, + { + "left": "issue:51716", + "right": "issue:67917", + "accept": false, + "reason": "Different failures: Signal SSE fetch TypeError vs Codex OAuth/TLS fetch problems." + }, + { + "left": "issue:53669", + "right": "issue:64480", + "accept": false, + "reason": "Cron timezone offset bug is unrelated to BlueBubbles send-method delivery behavior." + }, + { + "left": "issue:53751", + "right": "issue:65590", + "accept": false, + "reason": "Google image auth-header rejection is not the same as MCP header forwarding." + }, + { + "left": "issue:53815", + "right": "issue:67999", + "accept": false, + "reason": "WhatsApp reconnect/update-loss issue differs from Control UI re-rendering new messages." + }, + { + "left": "issue:53863", + "right": "issue:67857", + "accept": false, + "reason": "Missing control-ui assets and missing lancedb native package are separate packaging issues." + }, + { + "left": "issue:54076", + "right": "issue:66088", + "accept": false, + "reason": "OAuth login loop after deletion is unrelated to Discord multi-account token validation." + }, + { + "left": "issue:62971", + "right": "issue:64970", + "accept": false, + "reason": "Tool-not-found infinite-loop behavior is different from an env var not taking effect." + }, + { + "left": "issue:64319", + "right": "issue:68784", + "accept": false, + "reason": "GitHub auth prompt issue vs native Codex app-server approval/input prompt handling are different bugs." + }, + { + "left": "issue:64362", + "right": "issue:67081", + "accept": false, + "reason": "Lost main-agent response after tool execution is not the same as delayed webchat message display." + }, + { + "left": "issue:66096", + "right": "issue:66129", + "accept": false, + "reason": "Both are missing bundled files, but they affect different artifacts and code paths." + }, + { + "left": "issue:66520", + "right": "issue:67530", + "accept": false, + "reason": "Auto-compaction never firing and a 0% context meter are unrelated symptoms." + }, + { + "left": "issue:66786", + "right": "issue:67648", + "accept": false, + "reason": "System-prompt workspace-dir handling is unrelated to SKILL.md auto-execution behavior." + }, + { + "left": "issue:37136", + "right": "issue:58443", + "accept": false, + "reason": "Telegram heartbeat bursts and duplicate inbound gateway messages are distinct messaging bugs." + }, + { + "left": "issue:51505", + "right": "issue:62086", + "accept": false, + "reason": "WebSocket thinking-stream forwarding is unrelated to CLI SIGTERM/runtime wrapper termination." + }, + { + "left": "issue:64433", + "right": "issue:64729", + "accept": false, + "reason": "Setup-runtime plugin loading failure and stale-plugin-ID error messaging are different bugs." + }, + { + "left": "issue:35297", + "right": "issue:65067", + "accept": false, + "reason": "Windows Control UI save/toggle persistence issue is not the same as onboarding failure on Windows." + }, + { + "left": "issue:53672", + "right": "issue:65571", + "accept": false, + "reason": "Control UI port issue and Linux Chrome CDP startup failure are unrelated." + }, + { + "left": "issue:52605", + "right": "issue:65559", + "accept": false, + "reason": "iMessage webhook 404 after upgrade is unrelated to allowBots mention handling on webhook messages." + }, + { + "left": "issue:45064", + "right": "issue:68815", + "accept": false, + "reason": "General comprehensive issue bundle is not the same concrete bug as the OOM/memory-leak report." + }, + { + "left": "issue:51521", + "right": "issue:68689", + "accept": false, + "reason": "Feature request for custom reasoning language is unrelated to reasoning blocks leaking to WhatsApp." + }, + { + "left": "issue:63819", + "right": "issue:66895", + "accept": false, + "reason": "Both mention persistence after failover/abort, but they concern different state machines and code paths." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 251, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:29809", + "issue:30316", + "issue:31247", + "issue:32430", + "issue:32892", + "issue:32936", + "issue:34472", + "issue:36134", + "issue:36620", + "issue:44610", + "issue:50266", + "issue:53169", + "issue:53658", + "issue:53781", + "issue:53932", + "issue:55343", + "issue:58479", + "issue:59162", + "issue:60970", + "issue:63178", + "issue:63219", + "issue:63440", + "issue:63611", + "issue:64017", + "issue:64186", + "issue:64250", + "issue:64555", + "issue:64599", + "issue:64704", + "issue:64710", + "issue:64783", + "issue:64900", + "issue:65214", + "issue:65472", + "issue:65550", + "issue:65600", + "issue:66510", + "issue:66608", + "issue:66901", + "issue:66916", + "issue:67045", + "issue:67220", + "issue:67355", + "issue:67575", + "issue:67912", + "issue:68363", + "issue:68475", + "issue:68522" + ], + "soft_pairs": [ + "issue:53169|issue:55343", + "issue:64599|issue:65550", + "issue:59162|issue:60970", + "issue:31247|issue:64900", + "issue:64555|issue:65214", + "issue:66510|issue:66901", + "issue:66608|issue:67220", + "issue:64186|issue:68522", + "issue:36134|issue:65600", + "issue:29809|issue:67355", + "issue:65472|issue:67912", + "issue:32430|issue:32936", + "issue:53781|issue:67045", + "issue:44610|issue:63440", + "issue:53932|issue:63219", + "issue:64186|issue:64710", + "issue:58479|issue:66916", + "issue:67575|issue:68363", + "issue:34472|issue:53658", + "issue:63178|issue:63611", + "issue:64017|issue:64250", + "issue:30316|issue:68475", + "issue:32892|issue:64704", + "issue:36620|issue:64783", + "issue:50266|issue:65214" + ], + "prepared_review_unit_hash": "a688c0169a141e90492abe11b8199ed21529a983abf8ef092a471cf4504dc20a", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 25, + "serialized_chars": 35463, + "estimated_input_tokens": 8866, + "estimated_eval_tokens": 17988 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "These are mostly distinct bug reports across unrelated subsystems; none of the soft pairs look like the same underlying issue or change.", + "confidence": 0.97, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": null, + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:53169", + "right": "issue:55343", + "accept": false, + "reason": "Different problems: dashboard/Gateway upgrade migration failure vs. agent conversation-history loss." + }, + { + "left": "issue:64599", + "right": "issue:65550", + "accept": false, + "reason": "Both involve memory-like concepts, but one is low-confidence light sleep output and the other is runaway dreaming session spawning." + }, + { + "left": "issue:59162", + "right": "issue:60970", + "accept": false, + "reason": "Approval-id mismatch in Telegram/mobile vs. silent session creation failure in acpx 0.4.x are unrelated." + }, + { + "left": "issue:31247", + "right": "issue:64900", + "accept": false, + "reason": "Dashboard schema/usage issues are unrelated to remote CDP profile running-state detection on WSL2/Edge." + }, + { + "left": "issue:64555", + "right": "issue:65214", + "accept": false, + "reason": "WhatsApp profile credential leakage is unrelated to a bundled ElevenLabs extension not loading." + }, + { + "left": "issue:66510", + "right": "issue:66901", + "accept": false, + "reason": "Both are UI indicator bugs, but one is reading indicator behavior during tool-first runs and the other is missing typing indicator on new conversations." + }, + { + "left": "issue:66608", + "right": "issue:67220", + "accept": false, + "reason": "Different provider paths: Z.ai vision request aborts vs. OpenAI SDK baseUrl/v1 mismatch causing 404s." + }, + { + "left": "issue:64186", + "right": "issue:68522", + "accept": false, + "reason": "Ollama local-vs-remote endpoint selection is a different failure mode from openai-codex DNS lookup failures." + }, + { + "left": "issue:36134", + "right": "issue:65600", + "accept": false, + "reason": "Subagent fallback to Anthropic for Gemini targets is distinct from a stale totalTokensFresh flag skipping compaction." + }, + { + "left": "issue:29809", + "right": "issue:67355", + "accept": false, + "reason": "Control UI origin/CORS rejection is unrelated to a generic health check pending state." + }, + { + "left": "issue:65472", + "right": "issue:67912", + "accept": false, + "reason": "Session-corpus generation timing across days is a different memory bug than dreaming overwriting daily memory files." + }, + { + "left": "issue:32430", + "right": "issue:32936", + "accept": false, + "reason": "Output-pipeline race with system messages is unrelated to LM Studio Jinja template misclassification." + }, + { + "left": "issue:53781", + "right": "issue:67045", + "accept": false, + "reason": "Gateway-crash recovery with orphaned tool_use blocks is distinct from sticky model fallback after compaction formatting errors." + }, + { + "left": "issue:44610", + "right": "issue:63440", + "accept": false, + "reason": "Session not processing after prompt-error aborted is different from running-state stuck after LLM timeout." + }, + { + "left": "issue:53932", + "right": "issue:63219", + "accept": false, + "reason": "Slack image optimization feature request is unrelated to the unrelated 'Mythos' feature issue." + }, + { + "left": "issue:64186", + "right": "issue:64710", + "accept": false, + "reason": "Both mention Ollama/OpenClaw timing, but one is wrong local CLI vs remote API selection and the other is a timeout during agent calls." + }, + { + "left": "issue:58479", + "right": "issue:66916", + "accept": false, + "reason": "Approval consumption/id regeneration in Control UI is unrelated to malformed Slack tool calls on longer requests." + }, + { + "left": "issue:67575", + "right": "issue:68363", + "accept": false, + "reason": "OpenRouter response handling failure is not the same as LM Studio heartbeat repeatedly loading the model and ending incomplete." + }, + { + "left": "issue:34472", + "right": "issue:53658", + "accept": false, + "reason": "Google API field incompatibility is broader than the specific fallback 400 plus missing thought_signature replay issue." + }, + { + "left": "issue:63178", + "right": "issue:63611", + "accept": false, + "reason": "Per-session /model override loss after compaction is not the same as Telegram model selection reverting on next message." + }, + { + "left": "issue:64017", + "right": "issue:64250", + "accept": false, + "reason": "Discord thread binding failure is a different code path from a generic context-limit reset message." + }, + { + "left": "issue:30316", + "right": "issue:68475", + "accept": false, + "reason": "Both are duplicate-message symptoms, but Telegram text/audio duplication and Discord media duplication are different channel-specific bugs." + }, + { + "left": "issue:32892", + "right": "issue:64704", + "accept": false, + "reason": "Missing provider plugins for openai-codex is unrelated to an npm/ClawHub package-not-found problem." + }, + { + "left": "issue:36620", + "right": "issue:64783", + "accept": false, + "reason": "Node test config failure is unrelated to a Feishu bot mention ReferenceError in runtime code." + }, + { + "left": "issue:50266", + "right": "issue:65214", + "accept": false, + "reason": "Feishu replies=0 on Gemini calls is a different integration failure from a bundled speech extension not loading." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 252, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:26895", + "issue:28834", + "issue:30320", + "issue:32936", + "issue:33685", + "issue:33883", + "issue:34324", + "issue:35063", + "issue:36229", + "issue:36838", + "issue:36935", + "issue:39446", + "issue:50345", + "issue:50982", + "issue:51036", + "issue:51099", + "issue:51120", + "issue:53010", + "issue:53137", + "issue:53169", + "issue:53247", + "issue:53472", + "issue:53482", + "issue:53871", + "issue:53989", + "issue:53998", + "issue:55298", + "issue:55304", + "issue:61005", + "issue:62967", + "issue:63620", + "issue:64236", + "issue:64302", + "issue:65062", + "issue:65533", + "issue:65971", + "issue:66100", + "issue:66204", + "issue:66232", + "issue:66619", + "issue:66744", + "issue:66978", + "issue:66989", + "issue:67092", + "issue:67698", + "issue:68139", + "issue:68493" + ], + "soft_pairs": [ + "issue:50982|issue:53010", + "issue:33685|issue:51099", + "issue:55298|issue:68493", + "issue:65533|issue:67698", + "issue:32936|issue:64302", + "issue:53137|issue:53169", + "issue:66204|issue:66744", + "issue:36229|issue:50345", + "issue:65971|issue:66989", + "issue:26895|issue:55304", + "issue:28834|issue:34324", + "issue:30320|issue:55304", + "issue:33883|issue:36935", + "issue:35063|issue:66619", + "issue:36838|issue:51120", + "issue:39446|issue:53247", + "issue:51036|issue:66978", + "issue:53472|issue:62967", + "issue:53871|issue:53989", + "issue:61005|issue:66100", + "issue:63620|issue:68139", + "issue:64236|issue:66232", + "issue:65062|issue:67092", + "issue:53482|issue:53998" + ], + "prepared_review_unit_hash": "49ba20588206fd7c991143441d314089642869a1f59171a602e3f5c62f3de0b0", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 24, + "serialized_chars": 34585, + "estimated_input_tokens": 8647, + "estimated_eval_tokens": 17550 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "The proposed soft links are mostly topical similarities, not true duplicates. This set spans many unrelated bugs/features, so there is no single canonical issue/PR for the cluster.", + "confidence": 0.96, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": null, + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:50982", + "right": "issue:53010", + "accept": false, + "reason": "Different requests in different channels: Telegram topic support for cron jobs vs Wechat image sending." + }, + { + "left": "issue:33685", + "right": "issue:51099", + "accept": false, + "reason": "Different failures and environments: Fedora Silverblue setup script vs missing python3 in sandbox image." + }, + { + "left": "issue:55298", + "right": "issue:68493", + "accept": false, + "reason": "One is pm2 env reload behavior; the other is Windows hot-reload crash loop from editing openclaw.json." + }, + { + "left": "issue:65533", + "right": "issue:67698", + "accept": false, + "reason": "Both involve turn handling, but one is missing reasoning in history and the other is OpenRouter incomplete turn detection; not the same bug." + }, + { + "left": "issue:32936", + "right": "issue:64302", + "accept": false, + "reason": "Different root causes: Jinja template parse/misclassification vs compaction settings being ignored." + }, + { + "left": "issue:53137", + "right": "issue:53169", + "accept": false, + "reason": "53137 lacks a clear title/body match, and 53169 is specifically a gateway entrypoint/service migration issue." + }, + { + "left": "issue:66204", + "right": "issue:66744", + "accept": false, + "reason": "BaseUrl routing bug vs provider.models type error; separate provider/config code paths." + }, + { + "left": "issue:36229", + "right": "issue:50345", + "accept": false, + "reason": "Compaction corrupting thinking signatures is distinct from Anthropic embedded-run thinking/redacted_thinking errors." + }, + { + "left": "issue:65971", + "right": "issue:66989", + "accept": false, + "reason": "macOS message-processing stall is unrelated to Slack Socket Mode receiving no inbound events." + }, + { + "left": "issue:26895", + "right": "issue:55304", + "accept": false, + "reason": "Both mention Telegram and restart/migration, but one is legacy session key recreation while the other is channel initialization failure after gateway restart." + }, + { + "left": "issue:28834", + "right": "issue:34324", + "accept": false, + "reason": "Both mention duplicates, but the causes differ: Slack message_changed retriggers AI vs WebChat replies also being delivered to Telegram." + }, + { + "left": "issue:30320", + "right": "issue:55304", + "accept": false, + "reason": "Gateway restart appears in both, but wizard auto-run overwriting config is unrelated to Telegram channel initialization failure." + }, + { + "left": "issue:33883", + "right": "issue:36935", + "accept": false, + "reason": "Different duplicate-message bugs in different products/channels: Feishu mobile display duplication vs Slack DM reply_to duplication." + }, + { + "left": "issue:35063", + "right": "issue:66619", + "accept": false, + "reason": "Grok parser crash on malformed output is unrelated to Telegram setup crashing on undefined trim." + }, + { + "left": "issue:36838", + "right": "issue:51120", + "accept": false, + "reason": "Feature request for a model catalog entry vs feature request for lazy-load skills; not the same change." + }, + { + "left": "issue:39446", + "right": "issue:53247", + "accept": false, + "reason": "Cloud-synced config file lock crash vs WhatsApp plugin missing light-runtime-api; different failure modes." + }, + { + "left": "issue:51036", + "right": "issue:66978", + "accept": false, + "reason": "Empty payloads/zero usage from provider parsing is distinct from a run-mode timeout where child work completes after the parent times out." + }, + { + "left": "issue:53472", + "right": "issue:62967", + "accept": false, + "reason": "Both are 400s, but one is GLM tools payload validation and the other is unsupported reasoning_effort on gpt-5-mini." + }, + { + "left": "issue:53871", + "right": "issue:53989", + "accept": false, + "reason": "Different regressions in different channels: Telegram config loss after upgrade vs Slack event dispatch breakage." + }, + { + "left": "issue:61005", + "right": "issue:66100", + "accept": false, + "reason": "Android onboarding button state issue is unrelated to bootstrap-token auth loop on plain LAN ws://." + }, + { + "left": "issue:63620", + "right": "issue:68139", + "accept": false, + "reason": "UI overlay blocking the Dreaming tab is unrelated to broken localized docs provider links." + }, + { + "left": "issue:64236", + "right": "issue:66232", + "accept": false, + "reason": "One is a feature request for reasoningDefault config; the other is support for a {primary,fallbacks} heartbeat.model shape." + }, + { + "left": "issue:65062", + "right": "issue:67092", + "accept": false, + "reason": "High-CPU startup/provider bugs are unrelated to malformed reasoning output leaking into assistant text." + }, + { + "left": "issue:53482", + "right": "issue:53998", + "accept": false, + "reason": "Legacy CLAWDBOT_* env handling silent failure is distinct from secrets audit falsely flagging $VAR refs as plaintext." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 253, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:15036", + "issue:29367", + "issue:31043", + "issue:32062", + "issue:34520", + "issue:34992", + "issue:35249", + "issue:35405", + "issue:36987", + "issue:37315", + "issue:51189", + "issue:51645", + "issue:53374", + "issue:53466", + "issue:53559", + "issue:53599", + "issue:53680", + "issue:53781", + "issue:53798", + "issue:53824", + "issue:53853", + "issue:53889", + "issue:53934", + "issue:53953", + "issue:54613", + "issue:55059", + "issue:63212", + "issue:64074", + "issue:64529", + "issue:64710", + "issue:64756", + "issue:64799", + "issue:64945", + "issue:64973", + "issue:64975", + "issue:65067", + "issue:65133", + "issue:65428", + "issue:65495", + "issue:65499", + "issue:65516", + "issue:65870", + "issue:65890", + "issue:66229", + "issue:66564", + "issue:67286", + "issue:67425", + "issue:68188" + ], + "soft_pairs": [ + "issue:15036|issue:51189", + "issue:63212|issue:64756", + "issue:65067|issue:66564", + "issue:53466|issue:53853", + "issue:64529|issue:66229", + "issue:65428|issue:67425", + "issue:29367|issue:34520", + "issue:36987|issue:51645", + "issue:37315|issue:53798", + "issue:53559|issue:53680", + "issue:55059|issue:64074", + "issue:53599|issue:65499", + "issue:53824|issue:67286", + "issue:64945|issue:64975", + "issue:53374|issue:64710", + "issue:53781|issue:53889", + "issue:54613|issue:68188", + "issue:64973|issue:65890", + "issue:34992|issue:65516", + "issue:35405|issue:53953", + "issue:53934|issue:65870", + "issue:65133|issue:65495", + "issue:31043|issue:32062", + "issue:35249|issue:64799" + ], + "prepared_review_unit_hash": "94badfd906343653a027bab57baa729fbf07c5fb520e32cce6374f9c6d9051c0", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 35146, + "estimated_input_tokens": 8787, + "estimated_eval_tokens": 17830 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "These are mostly unrelated bug/feature reports across different subsystems; the soft pairs share only broad surface similarity (gateway, session, browser, cron, etc.) and do not look like the same underlying defect or change. No pull requests are present.", + "confidence": 0.97, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": null, + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:15036", + "right": "issue:51189", + "accept": false, + "reason": "Different failure modes in different channels: OpenClaw Gateway crash on message processing vs Feishu agent_end event not firing." + }, + { + "left": "issue:63212", + "right": "issue:64756", + "accept": false, + "reason": "One is Matrix user verification, the other is a UI text overlap issue; no shared bug path." + }, + { + "left": "issue:65067", + "right": "issue:66564", + "accept": false, + "reason": "Windows onboarding failure and general control UI lag are unrelated symptoms and subsystems." + }, + { + "left": "issue:53466", + "right": "issue:53853", + "accept": false, + "reason": "Expired Codex credentials causing OAuth retries is unrelated to a generic 401 API key problem." + }, + { + "left": "issue:64529", + "right": "issue:66229", + "accept": false, + "reason": "Both involve media handling, but one is reply-path normalization and the other is a store size limit; different root causes." + }, + { + "left": "issue:65428", + "right": "issue:67425", + "accept": false, + "reason": "Auth epoch hashing in CLI credentials is unrelated to embedded runner liveness/replay abandonment." + }, + { + "left": "issue:29367", + "right": "issue:34520", + "accept": false, + "reason": "Default workspace inheritance and saving model/tool switches are different configuration bugs." + }, + { + "left": "issue:36987", + "right": "issue:51645", + "accept": false, + "reason": "Feishu deliveryContext formatting and voice transcription in group chats are distinct channel features." + }, + { + "left": "issue:37315", + "right": "issue:53798", + "accept": false, + "reason": "False error status for cron delivery is unrelated to missing audio duration metadata on Feishu voice messages." + }, + { + "left": "issue:53559", + "right": "issue:53680", + "accept": false, + "reason": "Feishu reply routing to webchat and ACP binding choosing the wrong agent are different routing paths." + }, + { + "left": "issue:55059", + "right": "issue:64074", + "accept": false, + "reason": "Feature requests for provider API support are not duplicates and target different providers." + }, + { + "left": "issue:53599", + "right": "issue:65499", + "accept": false, + "reason": "Chrome extension relay regression and malformed UIA response are unrelated browser vs matrix cross-signing issues." + }, + { + "left": "issue:53824", + "right": "issue:67286", + "accept": false, + "reason": "Gateway restart causing Unknown Channel is not the same as isolated cron exec-blocked silent failure." + }, + { + "left": "issue:64945", + "right": "issue:64975", + "accept": false, + "reason": "Packaging regression breaking CLI startup and missing QA scenario pack are separate release/package problems." + }, + { + "left": "issue:53374", + "right": "issue:64710", + "accept": false, + "reason": "Ollama gateway hang and Ollama agent timeout are both model-related but describe different code paths and failure points." + }, + { + "left": "issue:53781", + "right": "issue:53889", + "accept": false, + "reason": "Both mention session deadlock/tool state, but one is post-gateway-crash recovery and the other is a dangling toolCall blocking the loop; not enough to merge." + }, + { + "left": "issue:54613", + "right": "issue:68188", + "accept": false, + "reason": "WhatsApp group delivery failure and Matrix bot delivery failure are separate integrations." + }, + { + "left": "issue:64973", + "right": "issue:65890", + "accept": false, + "reason": "macOS Talk Mode token mismatch/restart differs from QMD memory backend collection mismatch; different bug causes." + }, + { + "left": "issue:34992", + "right": "issue:65516", + "accept": false, + "reason": "Missing node:sqlite runtime dependency and missing bundle-a2ui.sh packaging file are unrelated install/build failures." + }, + { + "left": "issue:35405", + "right": "issue:53953", + "accept": false, + "reason": "Chrome extension gateway nonce mismatch and msteams startup crash come from different startup/handshake failures." + }, + { + "left": "issue:53934", + "right": "issue:65870", + "accept": false, + "reason": "Web UI URL corruption and Brave Search docs URL typo are different string/URL issues." + }, + { + "left": "issue:65133", + "right": "issue:65495", + "accept": false, + "reason": "Managed Chrome CDP ready check failure is not the same as localhost SSRF policy blocking WSL2 CDP connections." + }, + { + "left": "issue:31043", + "right": "issue:32062", + "accept": false, + "reason": "Signal approve ID mismatch and delayed exec approval lifecycle are different approval-system bugs." + }, + { + "left": "issue:35249", + "right": "issue:64799", + "accept": false, + "reason": "Browser enablement after update and Volcengine model resolution errors are unrelated product areas." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 254, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:17924", + "issue:29367", + "issue:29552", + "issue:29670", + "issue:30314", + "issue:31231", + "issue:31785", + "issue:33239", + "issue:33730", + "issue:35556", + "issue:36377", + "issue:41342", + "issue:51158", + "issue:51619", + "issue:52162", + "issue:52766", + "issue:53409", + "issue:53456", + "issue:55304", + "issue:59162", + "issue:60970", + "issue:61412", + "issue:62296", + "issue:63246", + "issue:63707", + "issue:64496", + "issue:64555", + "issue:65054", + "issue:65619", + "issue:65698", + "issue:65790", + "issue:66053", + "issue:66065", + "issue:66219", + "issue:66377", + "issue:66460", + "issue:66872", + "issue:67191", + "issue:67295", + "issue:68108", + "issue:68122", + "issue:68221", + "issue:68254", + "issue:68256", + "issue:68470", + "issue:68475", + "issue:68593", + "issue:68633" + ], + "soft_pairs": [ + "issue:67295|issue:68256", + "issue:31231|issue:33239", + "issue:29552|issue:29670", + "issue:29552|issue:33730", + "issue:65698|issue:68108", + "issue:52162|issue:64555", + "issue:31785|issue:66377", + "issue:52766|issue:66219", + "issue:36377|issue:60970", + "issue:55304|issue:64496", + "issue:17924|issue:29367", + "issue:35556|issue:51619", + "issue:41342|issue:65054", + "issue:51158|issue:66460", + "issue:53409|issue:63246", + "issue:53456|issue:60970", + "issue:62296|issue:67191", + "issue:65619|issue:68254", + "issue:65790|issue:68633", + "issue:66053|issue:68475", + "issue:61412|issue:68470", + "issue:59162|issue:63707", + "issue:66872|issue:68122", + "issue:66065|issue:68593", + "issue:30314|issue:68221" + ], + "prepared_review_unit_hash": "6f5aa86bda8100fb37b8e3b5b3a298c95bbbea867fc6ede4c285c640db53632a", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 25, + "serialized_chars": 35579, + "estimated_input_tokens": 8895, + "estimated_eval_tokens": 18046 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This cluster is heterogeneous: the issues span unrelated subsystems (Feishu/Matrix/Telegram/Discord/WhatsApp, gateway/CDP, MiniMax, ACP/acpx, exec approvals, auth profiles, etc.). The soft pairs are only superficial title-similarity matches and do not describe the same underlying bug or change, so all should be rejected.", + "confidence": 0.97, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": null, + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:67295", + "right": "issue:68256", + "accept": false, + "reason": "Both mention model/provider config, but one is a per-agent models.json baseUrl bug affecting multiple providers and the other is an OpenRouter empty-response issue for non-default agents with auth-profiles.json. Different code paths and symptoms." + }, + { + "left": "issue:31231", + "right": "issue:33239", + "accept": false, + "reason": "Both are Matrix/Feishu plugin-related, but one is a Matrix plugin broken by missing dependency and duplicate plugin conflict, while the other is a Feishu plugin duplicate-loading warning from the install script. Different plugin and failure mode." + }, + { + "left": "issue:29552", + "right": "issue:29670", + "accept": false, + "reason": "Version mismatch vs Tailscale control UI pairing requirement are unrelated bugs in different areas." + }, + { + "left": "issue:29552", + "right": "issue:33730", + "accept": false, + "reason": "A version mismatch report does not match an unrelated issue with a Chinese generic title; no shared underlying defect is evident." + }, + { + "left": "issue:65698", + "right": "issue:68108", + "accept": false, + "reason": "Both involve cached/no-config resolution in browser/plugin code, but one is memory-wiki bridge artifact export state restoration and the other is remote CDP status/tabs false-negatives from ssrfPolicy resolution. Different subsystems and root causes." + }, + { + "left": "issue:52162", + "right": "issue:64555", + "accept": false, + "reason": "Remote embeddings ENOTFOUND under proxy configuration is unrelated to WhatsApp credentials leaking across profile boundaries." + }, + { + "left": "issue:31785", + "right": "issue:66377", + "accept": false, + "reason": "Feishu plugin /tmp/jiti permissions on Linux is unrelated to agent session corruption persisting after deletion." + }, + { + "left": "issue:52766", + "right": "issue:66219", + "accept": false, + "reason": "Gateway websocket timeout blocking CLI RPC is unrelated to openclaw doctor --repair re-embedding sensitive tokens in systemd service." + }, + { + "left": "issue:36377", + "right": "issue:60970", + "accept": false, + "reason": "Mem0 OSS plugin jiti/sqlite3 regression is unrelated to acpx silent session creation failure." + }, + { + "left": "issue:55304", + "right": "issue:64496", + "accept": false, + "reason": "Telegram channel initialization after gateway restart is unrelated to a blank generic bug report." + }, + { + "left": "issue:17924", + "right": "issue:29367", + "accept": false, + "reason": "Skill-path translation in sandboxed agent prompts is unrelated to default subagents inheriting the wrong workspace." + }, + { + "left": "issue:35556", + "right": "issue:51619", + "accept": false, + "reason": "Feishu message delivery failure and mitmproxy integration LLM error are different features and failure causes." + }, + { + "left": "issue:41342", + "right": "issue:65054", + "accept": false, + "reason": "TTS truncation against a custom OpenAI-compatible endpoint is unrelated to MiniMax usage polling hardcoding a CN endpoint." + }, + { + "left": "issue:51158", + "right": "issue:66460", + "accept": false, + "reason": "Both touch Matrix/cron-style routing, but one is Matrix inbound messages being dropped and the other is cron-owned exec completion events being relayed incorrectly. Not the same bug." + }, + { + "left": "issue:53409", + "right": "issue:63246", + "accept": false, + "reason": "Telegram exec approval visibility request and Discord slash command routing to first bot account are unrelated." + }, + { + "left": "issue:53456", + "right": "issue:60970", + "accept": false, + "reason": "Claude Max OAuth/API-key support issue is unrelated to acpx silent session creation failure." + }, + { + "left": "issue:62296", + "right": "issue:67191", + "accept": false, + "reason": "Dreaming cron system-event missing before_agent_reply hook is not the same as BOOT.md messages being delivered with deliver:false." + }, + { + "left": "issue:65619", + "right": "issue:68254", + "accept": false, + "reason": "macOS gateway loopback binding failure and Telegram Native Approvals pairing in Docker loopback-only deployments are different gateway/telemetry flows." + }, + { + "left": "issue:65790", + "right": "issue:68633", + "accept": false, + "reason": "Both are image-attachment related, but one says the web UI doesn\u2019t attach images at all, while the other says images are cleared before WebSocket send on connection failure. Different failure points." + }, + { + "left": "issue:66053", + "right": "issue:68475", + "accept": false, + "reason": "WhatsApp voice-note delivery and Discord duplicate file delivery from MEDIA directive are unrelated channel-specific bugs." + }, + { + "left": "issue:61412", + "right": "issue:68470", + "accept": false, + "reason": "MiniMax TTS provider registration/configuration failure is unrelated to MiniMax prompt token double-counting and premature compaction." + }, + { + "left": "issue:59162", + "right": "issue:63707", + "accept": false, + "reason": "Mobile approval IDs expiring/unknown and exec allowlist race conditions in long-running sessions are separate approval workflows with different symptoms." + }, + { + "left": "issue:66872", + "right": "issue:68122", + "accept": false, + "reason": "Codex harness status misreporting missing providers and session_status rejecting codex/gpt-5.4 after enabling codex plugin are related to Codex support, but they affect different checks and likely different config paths; not clearly the same concrete bug." + }, + { + "left": "issue:66065", + "right": "issue:68593", + "accept": false, + "reason": "Managed browser profile CDP regression and menubar app false gateway health check are different connectivity layers and not the same issue." + }, + { + "left": "issue:30314", + "right": "issue:68221", + "accept": false, + "reason": "Feishu cron announce-mode delivery and cron manual execution TypeError are different cron-path bugs." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 255, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:29809", + "issue:32499", + "issue:34324", + "issue:35063", + "issue:35181", + "issue:35428", + "issue:35851", + "issue:43637", + "issue:43767", + "issue:45482", + "issue:49890", + "issue:50547", + "issue:53455", + "issue:53463", + "issue:53584", + "issue:53815", + "issue:53857", + "issue:54060", + "issue:54073", + "issue:58479", + "issue:59257", + "issue:62819", + "issue:63128", + "issue:63862", + "issue:63992", + "issue:64529", + "issue:64552", + "issue:64757", + "issue:64978", + "issue:65305", + "issue:65312", + "issue:65317", + "issue:65676", + "issue:65950", + "issue:66082", + "issue:66624", + "issue:67051", + "issue:67088", + "issue:67097", + "issue:67220", + "issue:67286", + "issue:67301", + "issue:67441", + "issue:67469", + "issue:67907", + "issue:67912", + "issue:67987", + "issue:68804" + ], + "soft_pairs": [ + "issue:50547|issue:67987", + "issue:32499|issue:65312", + "issue:34324|issue:53455", + "issue:35428|issue:35851", + "issue:53815|issue:67301", + "issue:67441|issue:68804", + "issue:65950|issue:67088", + "issue:66624|issue:67097", + "issue:43767|issue:59257", + "issue:35063|issue:53584", + "issue:35181|issue:63862", + "issue:58479|issue:64529", + "issue:64978|issue:65305", + "issue:43637|issue:67469", + "issue:64757|issue:67912", + "issue:54073|issue:67220", + "issue:63992|issue:65317", + "issue:54060|issue:67907", + "issue:62819|issue:67286", + "issue:45482|issue:63128", + "issue:64552|issue:67051", + "issue:65676|issue:66624", + "issue:53463|issue:66082", + "issue:53857|issue:63992", + "issue:29809|issue:49890" + ], + "prepared_review_unit_hash": "3048a839655870db2d47ebee06fcfa1f4c831119143d92ef9db2ec128ab4fd0d", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 25, + "serialized_chars": 36012, + "estimated_input_tokens": 9003, + "estimated_eval_tokens": 18262 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "These items are mostly unrelated single issues across web UI, gateway/macOS launchd, cron, memory, and provider integrations. I only see one plausible duplicate pair: the macOS gateway launchd lifecycle reports.", + "confidence": 0.91, + "canonical_issue_reason": "issue:63128 is the clearest/broader macOS gateway launchd re-bootstrap failure; issue:45482 looks like a specific SIGTERM/KeepAlive symptom of the same underlying service-lifecycle bug.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:63128 best represents the duplicate cluster because it states the macOS LaunchAgent re-bootstrap problem most directly and broadly.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:50547", + "right": "issue:67987", + "accept": false, + "reason": "Both involve messaging delivery, but one is Discord onboarding reply handling and the other is DM session transcript context; different channels and failure modes." + }, + { + "left": "issue:32499", + "right": "issue:65312", + "accept": false, + "reason": "Slack slash-command manifest docs vs avatar image size docs gap are unrelated feature/documentation items." + }, + { + "left": "issue:34324", + "right": "issue:53455", + "accept": false, + "reason": "WebChat/Telegram duplicate delivery is a transport bug; the relevant-memories metadata block is a UI rendering issue." + }, + { + "left": "issue:35428", + "right": "issue:35851", + "accept": false, + "reason": "Control UI file refresh and Browser Relay status display are different subsystems with different symptoms." + }, + { + "left": "issue:53815", + "right": "issue:67301", + "accept": false, + "reason": "WhatsApp reconnect message updates and session LABEL reset after compaction/restart are separate bugs." + }, + { + "left": "issue:67441", + "right": "issue:68804", + "accept": false, + "reason": "Cron lastRunStatus false-positive and LINE channel status warning are different reporting paths and unrelated failures." + }, + { + "left": "issue:65950", + "right": "issue:67088", + "accept": false, + "reason": "Isolated cron status reporting and macOS GUI detection with SSH_* vars are unrelated." + }, + { + "left": "issue:66624", + "right": "issue:67097", + "accept": false, + "reason": "Onboarding channel trim crash and bundled plugins injecting models into models.json are different code paths." + }, + { + "left": "issue:43767", + "right": "issue:59257", + "accept": false, + "reason": "Heartbeat lightContext handling and isolated cron model override are both session-related but describe different mechanisms and bugs." + }, + { + "left": "issue:35063", + "right": "issue:53584", + "accept": false, + "reason": "web_search parser crash and macOS chat scroll jumping are unrelated." + }, + { + "left": "issue:35181", + "right": "issue:63862", + "accept": false, + "reason": "Both mention binary/runtime environment issues, but node-llama-cpp GPU fallback and pnpm-in-WSL misdetection are distinct problems." + }, + { + "left": "issue:58479", + "right": "issue:64529", + "accept": false, + "reason": "Approval consumption and reply-media path filtering are unrelated." + }, + { + "left": "issue:64978", + "right": "issue:65305", + "accept": false, + "reason": "Managed Chrome startup detection and schema validation for historyLimit are unrelated." + }, + { + "left": "issue:43637", + "right": "issue:67469", + "accept": false, + "reason": "macOS gateway launchd stop behavior and gemini reply persistence are completely different bugs." + }, + { + "left": "issue:64757", + "right": "issue:67912", + "accept": false, + "reason": "Both involve dreaming/memory files, but one is GBK/UTF-8 corruption and the other is overwriting daily memory files; different concrete failures." + }, + { + "left": "issue:54073", + "right": "issue:67220", + "accept": false, + "reason": "Model registration in models.json and OpenAI /v1 baseUrl handling are separate provider configuration issues." + }, + { + "left": "issue:63992", + "right": "issue:65317", + "accept": false, + "reason": "Session key DEFAULT_AGENT_ID hardcoding and functions.write sandbox helper detection are unrelated." + }, + { + "left": "issue:54060", + "right": "issue:67907", + "accept": false, + "reason": "Rate-limit surfacing after fallback and OpenRouter stopReason/payloads=0 are different model-response handling bugs." + }, + { + "left": "issue:62819", + "right": "issue:67286", + "accept": false, + "reason": "Both are isolated cron issues, but one is QQ delivery failure and the other is exec-blocked silent failure; not the same bug." + }, + { + "left": "issue:45482", + "right": "issue:63128", + "accept": true, + "reason": "Both describe macOS gateway/launchd lifecycle failures around bootout/restart and KeepAlive/LaunchAgent re-bootstrap; they look like the same underlying bug." + }, + { + "left": "issue:64552", + "right": "issue:67051", + "accept": false, + "reason": "API-call performance regression and WebUI config-validation error for disabling a skill are unrelated." + }, + { + "left": "issue:65676", + "right": "issue:66624", + "accept": false, + "reason": "Live session fallback loops and onboarding trim errors are different problems." + }, + { + "left": "issue:53463", + "right": "issue:66082", + "accept": false, + "reason": "Memory file overwrite during pre-compaction and memory-wiki export reporting zero artifacts are distinct memory-subsystem bugs." + }, + { + "left": "issue:53857", + "right": "issue:63992", + "accept": false, + "reason": "web_search API-key detection and session key writing are unrelated." + }, + { + "left": "issue:29809", + "right": "issue:49890", + "accept": false, + "reason": "Control UI origin rejection and an empty-titled bug report do not indicate the same issue." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet and stays conservative. The only accepted soft pair, issue:45482 \u2194 issue:63128, is plausibly the same macOS launchd/LaunchAgent lifecycle bug, with 63128 as the broader canonical issue and 45482 as a specific symptom. The other pair verdicts are appropriately negative and do not overstate similarity." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 256, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:32189", + "issue:32449", + "issue:32912", + "issue:33239", + "issue:34449", + "issue:34992", + "issue:35023", + "issue:35476", + "issue:35523", + "issue:36832", + "issue:37548", + "issue:43556", + "issue:50266", + "issue:50537", + "issue:50999", + "issue:53244", + "issue:53374", + "issue:53582", + "issue:53783", + "issue:57272", + "issue:63092", + "issue:63175", + "issue:63759", + "issue:63946", + "issue:64976", + "issue:65000", + "issue:65064", + "issue:65309", + "issue:65363", + "issue:65510", + "issue:65967", + "issue:65976", + "issue:66535", + "issue:66611", + "issue:66679", + "issue:66752", + "issue:66773", + "issue:67035", + "issue:67270", + "issue:67285", + "issue:67412", + "issue:67423", + "issue:67653", + "issue:67806", + "issue:67857", + "issue:68305", + "issue:68530", + "issue:68696" + ], + "soft_pairs": [ + "issue:37548|issue:68305", + "issue:53582|issue:64976", + "issue:66773|issue:68530", + "issue:63759|issue:66535", + "issue:63946|issue:65976", + "issue:32912|issue:66679", + "issue:65510|issue:67423", + "issue:53244|issue:67857", + "issue:67270|issue:67285", + "issue:63092|issue:65064", + "issue:32449|issue:66611", + "issue:35023|issue:43556", + "issue:35523|issue:65967", + "issue:63175|issue:67653", + "issue:65000|issue:65309", + "issue:67035|issue:67412", + "issue:32189|issue:68696", + "issue:35476|issue:53783", + "issue:50537|issue:57272", + "issue:50266|issue:65363", + "issue:50999|issue:53374", + "issue:34992|issue:66752", + "issue:33239|issue:36832", + "issue:34449|issue:67806" + ], + "prepared_review_unit_hash": "e303db197acc7c69aa138082a6bacd580a952a46eb019b289fe70e794d00e54c", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 35199, + "estimated_input_tokens": 8800, + "estimated_eval_tokens": 17856 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "All suggested pairs are only surface-similar keyword matches; they span different bugs, channels, or code paths, so none should be merged as duplicates.", + "confidence": 0.98, + "canonical_issue_reason": "No canonical issue: the cluster is heterogeneous and none of the soft pairs describe the same concrete failure mode.", + "canonical_pr_reason": null, + "best_issue_reason": "No strong global representative; the safest triage is to keep these issues separate because the apparent overlaps are mostly subsystem-level similarities.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:37548", + "right": "issue:68305", + "accept": false, + "reason": "Both mention Feishu/Lark, but one is a duplicate-plugin-id warning and the other is a misleading reasoning-stream warning; different bugs." + }, + { + "left": "issue:53582", + "right": "issue:64976", + "accept": false, + "reason": "Both touch NO_REPLY behavior, but one is an iMessage self-chat loop and the other is a cron announce delivery parsing issue." + }, + { + "left": "issue:66773", + "right": "issue:68530", + "accept": false, + "reason": "Security/token-return bug vs runaway dreaming sessions on heartbeat; unrelated failure modes." + }, + { + "left": "issue:63759", + "right": "issue:66535", + "accept": false, + "reason": "Typing-indicator latency and /compact cancelability are different UI/command behaviors, not the same bug." + }, + { + "left": "issue:63946", + "right": "issue:65976", + "accept": false, + "reason": "Both involve memory-wiki bridge artifacts, but one is cached restore/import dropping capability while the other is bridge mode deleting pages; not the same code-path problem." + }, + { + "left": "issue:32912", + "right": "issue:66679", + "accept": false, + "reason": "General task amnesia vs chat-triggered tools not executing; similar symptom family, but different channels and failure details." + }, + { + "left": "issue:65510", + "right": "issue:67423", + "accept": false, + "reason": "SecretRef/key resolution is involved in both, but one is Firecrawl apiKey handling and the other is auth routing for split provider entries." + }, + { + "left": "issue:53244", + "right": "issue:67857", + "accept": false, + "reason": "WhatsApp package contents missing vs lancedb native package missing on Intel Mac; different packages and platform issues." + }, + { + "left": "issue:67270", + "right": "issue:67285", + "accept": false, + "reason": "One is exec preflight false positives, the other is exec approval errors leaking into Telegram; different bugs." + }, + { + "left": "issue:63092", + "right": "issue:65064", + "accept": false, + "reason": "Both mention plugins/memory, but one is bridge import returning zero artifacts and the other is provider normalization re-running register() on startup." + }, + { + "left": "issue:32449", + "right": "issue:66611", + "accept": false, + "reason": "Chrome relay HMAC auth 401 is unrelated to attachOnly/CDP connection failure." + }, + { + "left": "issue:35023", + "right": "issue:43556", + "accept": false, + "reason": "Both are sub-agent runtime bugs, but one is thinking/history replay stripping and the other is sessions_spawn streamTo breakage; not one concrete bug." + }, + { + "left": "issue:35523", + "right": "issue:65967", + "accept": false, + "reason": "Both are TUI display issues, but one hides assistant messages and the other keeps the wrong model label after fallback." + }, + { + "left": "issue:63175", + "right": "issue:67653", + "accept": false, + "reason": "Ollama request timeout after 60s is not the same as Windows gateway startup delay before Discord comes online." + }, + { + "left": "issue:65000", + "right": "issue:65309", + "accept": false, + "reason": "Durable subagent completion delivery and Active Memory turn latency are different runtime paths." + }, + { + "left": "issue:67035", + "right": "issue:67412", + "accept": false, + "reason": "Windows chat UI regression with swallowed input/invisible streams is not the same as sent messages briefly flickering in Control UI." + }, + { + "left": "issue:32189", + "right": "issue:68696", + "accept": false, + "reason": "Wrong-model display in Discord is unrelated to the blank-titled placeholder issue." + }, + { + "left": "issue:35476", + "right": "issue:53783", + "accept": false, + "reason": "Model-selection UI duplication and Telegram cross-agent session visibility are different subsystems and bugs." + }, + { + "left": "issue:50537", + "right": "issue:57272", + "accept": false, + "reason": "Both involve SecretRef handling, but one crashes doctor --fix for Discord token and the other breaks status due to unresolved raw config reload." + }, + { + "left": "issue:50266", + "right": "issue:65363", + "accept": false, + "reason": "Feishu replies=0 on Gemini API calls is unrelated to Gemini CLI template-ID mapping failure." + }, + { + "left": "issue:50999", + "right": "issue:53374", + "accept": false, + "reason": "Telegram polling stall/restart loop on macOS is a different problem from Ollama primary-model gateway hangs." + }, + { + "left": "issue:34992", + "right": "issue:66752", + "accept": false, + "reason": "Node module resolution/install issues, but they affect different modules and platforms." + }, + { + "left": "issue:33239", + "right": "issue:36832", + "accept": false, + "reason": "Duplicate plugin loading warning is not the same as a broken npm symlink on Linux." + }, + { + "left": "issue:34449", + "right": "issue:67806", + "accept": false, + "reason": "Message-processing stall until next user message and control-UI sent-message rendering loss are different layers and failure modes." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 257, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:29670", + "issue:30202", + "issue:30316", + "issue:32871", + "issue:33179", + "issue:33239", + "issue:33685", + "issue:34971", + "issue:35283", + "issue:37564", + "issue:41342", + "issue:41845", + "issue:51062", + "issue:51972", + "issue:52286", + "issue:53269", + "issue:53455", + "issue:53578", + "issue:53919", + "issue:55304", + "issue:61103", + "issue:64308", + "issue:64840", + "issue:64841", + "issue:64933", + "issue:64997", + "issue:65363", + "issue:65443", + "issue:65499", + "issue:65646", + "issue:65971", + "issue:66135", + "issue:66154", + "issue:66288", + "issue:66356", + "issue:66405", + "issue:66409", + "issue:66708", + "issue:66978", + "issue:67132", + "issue:67806", + "issue:67834", + "issue:67869", + "issue:68013", + "issue:68249", + "issue:68394", + "issue:68760" + ], + "soft_pairs": [ + "issue:53578|issue:65363", + "issue:64841|issue:66708", + "issue:53919|issue:55304", + "issue:30316|issue:67132", + "issue:33179|issue:66288", + "issue:33685|issue:51062", + "issue:34971|issue:66405", + "issue:37564|issue:68013", + "issue:41342|issue:68760", + "issue:53455|issue:66154", + "issue:61103|issue:65499", + "issue:51972|issue:65443", + "issue:66978|issue:68394", + "issue:30202|issue:67806", + "issue:66356|issue:68249", + "issue:33239|issue:64933", + "issue:35283|issue:64997", + "issue:41845|issue:64308", + "issue:65971|issue:67869", + "issue:65646|issue:67834", + "issue:66135|issue:68394", + "issue:52286|issue:53269", + "issue:29670|issue:66409", + "issue:32871|issue:64840" + ], + "prepared_review_unit_hash": "69398a6d43f0a520f6d4a17f9a42747e93eaf8510d8399bb7433c34251b61af2", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 24, + "serialized_chars": 34629, + "estimated_input_tokens": 8658, + "estimated_eval_tokens": 17572 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "No true duplicate cluster emerges here: the items span many unrelated bugs, and the suggested soft pairs mostly share only broad subsystem or symptom similarity rather than the same concrete defect. I would not merge any of the soft edges.", + "confidence": 0.92, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": null, + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:53578", + "right": "issue:65363", + "accept": false, + "reason": "Different problems: Gemini CLI slow OAuth turns vs outdated template ID mapping causing communication failure." + }, + { + "left": "issue:64841", + "right": "issue:66708", + "accept": false, + "reason": "Config validation error after upgrade vs Active Memory slowdown/termination; unrelated failure modes." + }, + { + "left": "issue:53919", + "right": "issue:55304", + "accept": false, + "reason": "Both involve browser/gateway-ish workflows, but one is VPS Docker browser tasks and the other is Telegram channel init after restart; not the same bug." + }, + { + "left": "issue:30316", + "right": "issue:67132", + "accept": false, + "reason": "Both are messaging anomalies, but duplicate Telegram sends and iMessage narration leakage are different code paths and symptoms." + }, + { + "left": "issue:33179", + "right": "issue:66288", + "accept": false, + "reason": "Both mention Control UI images, but one is history reprocessing/log spam and the other is uploaded images disappearing; not the same defect." + }, + { + "left": "issue:33685", + "right": "issue:51062", + "accept": false, + "reason": "Fedora Silverblue podman setup failure is unrelated to subagent execution/output failure." + }, + { + "left": "issue:34971", + "right": "issue:66405", + "accept": false, + "reason": "A generic post-update regression report is not the same as specific multimedia/file I/O regressions." + }, + { + "left": "issue:37564", + "right": "issue:68013", + "accept": false, + "reason": "Feishu dispatch logging and a startsWith TypeError are unrelated." + }, + { + "left": "issue:41342", + "right": "issue:68760", + "accept": false, + "reason": "TTS audio truncation and cron delivery channel reset are different behaviors in different subsystems." + }, + { + "left": "issue:53455", + "right": "issue:66154", + "accept": false, + "reason": "Both leak internal-looking messages into UI, but one is a block and the other is HEARTBEAT_OK visibility; too different to treat as one bug." + }, + { + "left": "issue:61103", + "right": "issue:65499", + "accept": false, + "reason": "Control UI image upload regression is unrelated to malformed UIA response during cross-signing reset." + }, + { + "left": "issue:51972", + "right": "issue:65443", + "accept": false, + "reason": "Session routing cross-wire and Telegram direct-chat TTS delivery are different channel-routing issues." + }, + { + "left": "issue:66978", + "right": "issue:68394", + "accept": false, + "reason": "Child session timing out without completion payload is not the same as Control UI user images disappearing after assistant reply." + }, + { + "left": "issue:30202", + "right": "issue:67806", + "accept": false, + "reason": "WebChat refresh showing system entries and Control UI sent messages not rendering are different UI bugs." + }, + { + "left": "issue:66356", + "right": "issue:68249", + "accept": false, + "reason": "Discord guided setup skipping token input is unrelated to Brave plugin enabled-but-not-loaded runtime failure." + }, + { + "left": "issue:33239", + "right": "issue:64933", + "accept": false, + "reason": "Both involve plugins, but one is duplicate loading during Feishu install and the other is a false allowlist warning for auto-discovered plugins; not the same concrete bug." + }, + { + "left": "issue:35283", + "right": "issue:64997", + "accept": false, + "reason": "Telegram group session restore after restart is unrelated to appearance settings causing a session reset." + }, + { + "left": "issue:41845", + "right": "issue:64308", + "accept": false, + "reason": "macOS gateway LaunchAgent restart failure is unrelated to claude-cli billing error handling." + }, + { + "left": "issue:65971", + "right": "issue:67869", + "accept": false, + "reason": "Both are performance/stall reports, but one is macOS gateway stalling over time and the other is plugin discovery blocking on Windows." + }, + { + "left": "issue:65646", + "right": "issue:67834", + "accept": false, + "reason": "Silent model drift from fallback pollution is unrelated to openai-codex resolving /v1 incorrectly and returning 403." + }, + { + "left": "issue:66135", + "right": "issue:68394", + "accept": false, + "reason": "Background exec/cron/truncated print issues are unrelated to Control UI image disappearance." + }, + { + "left": "issue:52286", + "right": "issue:53269", + "accept": false, + "reason": "Telegram topic file routing and Discord components v2 media-dropping are different channel-specific media handling bugs." + }, + { + "left": "issue:29670", + "right": "issue:66409", + "accept": false, + "reason": "Tailscale serve pairing behavior is unrelated to the Chinese report about web UI slowness and excessive output." + }, + { + "left": "issue:32871", + "right": "issue:64840", + "accept": false, + "reason": "API format error in routellm/gpt-5 is not the same as missing fallback on model_not_supported HTTP 400." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 258, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:30308", + "issue:31412", + "issue:33049", + "issue:33940", + "issue:35389", + "issue:36263", + "issue:36634", + "issue:37322", + "issue:39446", + "issue:46002", + "issue:53480", + "issue:53591", + "issue:53876", + "issue:53935", + "issue:58140", + "issue:62446", + "issue:63484", + "issue:63677", + "issue:64287", + "issue:64293", + "issue:64385", + "issue:64581", + "issue:64762", + "issue:64794", + "issue:64831", + "issue:64931", + "issue:65236", + "issue:65434", + "issue:65564", + "issue:65890", + "issue:66299", + "issue:66514", + "issue:67107", + "issue:67214", + "issue:67610", + "issue:67683", + "issue:67797", + "issue:67984", + "issue:68057", + "issue:68101", + "issue:68230", + "issue:68232", + "issue:68281", + "issue:68452", + "issue:68536", + "issue:68623", + "issue:68643" + ], + "soft_pairs": [ + "issue:36634|issue:53876", + "issue:64581|issue:67610", + "issue:31412|issue:67107", + "issue:36263|issue:64794", + "issue:64287|issue:65890", + "issue:33049|issue:35389", + "issue:39446|issue:63484", + "issue:53480|issue:67797", + "issue:64293|issue:65564", + "issue:46002|issue:68536", + "issue:68281|issue:68452", + "issue:66299|issue:68101", + "issue:30308|issue:53935", + "issue:33940|issue:67683", + "issue:37322|issue:53591", + "issue:58140|issue:64385", + "issue:64831|issue:67214", + "issue:64931|issue:68057", + "issue:65236|issue:68643", + "issue:63677|issue:64762", + "issue:65434|issue:66514", + "issue:62446|issue:67984", + "issue:64831|issue:68623", + "issue:68230|issue:68232" + ], + "prepared_review_unit_hash": "52ef06e91f627d261c25bc9e574370586745786dde103d183e1003472a9b3cae", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 24, + "serialized_chars": 34718, + "estimated_input_tokens": 8680, + "estimated_eval_tokens": 17616 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "The soft pairs are mostly false positives: they share broad keywords (cron, Feishu, heartbeat, browser, install, etc.) but describe different concrete failures and code paths. No PRs are present. If a single issue must represent the set, the cron aggregate report is the strongest standalone bug report, but the items do not form one real duplicate cluster.", + "confidence": 0.97, + "canonical_issue_reason": "issue:64831 is the most complete, high-signal standalone report in the set, with clear symptoms and scope; it is the best representative if one issue must be chosen, though the overall items are not one duplicate cluster.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:64831 has the clearest actionable bug description and the broadest symptom coverage among the issues, making it the strongest issue to keep as the representative report.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:36634", + "right": "issue:53876", + "accept": false, + "reason": "Different products and failure modes: agents_list returns only one agent, while Telegram config is lost after upgrade." + }, + { + "left": "issue:64581", + "right": "issue:67610", + "accept": false, + "reason": "Both touch sandbox/plugin startup, but one is wrong workspace prompt injection and the other is a factory lookup failure after plugin registration." + }, + { + "left": "issue:31412", + "right": "issue:67107", + "accept": false, + "reason": "issue:67107 has no usable title/body signal here; nothing shows the same cron-job UI defect." + }, + { + "left": "issue:36263", + "right": "issue:64794", + "accept": false, + "reason": "Cron.update payload persistence and MiniMax OAuth configPatch are unrelated configuration bugs." + }, + { + "left": "issue:64287", + "right": "issue:65890", + "accept": false, + "reason": "One is transcript parentId chain loss; the other is memory search collection-name mismatch." + }, + { + "left": "issue:33049", + "right": "issue:35389", + "accept": false, + "reason": "Both involve ACP sessions, but one is missing deliveryContext routing and the other is a silent permission/session execution failure." + }, + { + "left": "issue:39446", + "right": "issue:63484", + "accept": false, + "reason": "Cloud-sync EBUSY crashes are unrelated to heartbeat/tool-error side effects and Feishu silence." + }, + { + "left": "issue:53480", + "right": "issue:67797", + "accept": false, + "reason": "Both concern reasoning/tool-calling metadata, but the model families and specific bug paths differ." + }, + { + "left": "issue:64293", + "right": "issue:65564", + "accept": false, + "reason": "Heartbeat misfires due to config parsing vs. isolatedSession rotating IDs but reusing the old transcript file." + }, + { + "left": "issue:46002", + "right": "issue:68536", + "accept": false, + "reason": "Feishu streaming text delivery and WhatsApp reply-media filename preservation are different channel-specific bugs." + }, + { + "left": "issue:68281", + "right": "issue:68452", + "accept": false, + "reason": "One is stopReason/error handling for model turns; the other is cron-turn NO_REPLY classification on empty assistant output." + }, + { + "left": "issue:66299", + "right": "issue:68101", + "accept": false, + "reason": "ACP target-session resolution fallback and workflow-path parsing are unrelated resolution/fallback issues." + }, + { + "left": "issue:30308", + "right": "issue:53935", + "accept": false, + "reason": "The second issue has no descriptive content; no evidence of the same Feishu formatting bug." + }, + { + "left": "issue:33940", + "right": "issue:67683", + "accept": false, + "reason": "Manual cron execution shifting timing is unrelated to stopping a task and preventing Notion reformatting loops." + }, + { + "left": "issue:37322", + "right": "issue:53591", + "accept": false, + "reason": "A 404 run error in tui/web is not the same as empty tool-call args from missing moonshot-thinking compat." + }, + { + "left": "issue:58140", + "right": "issue:64385", + "accept": false, + "reason": "Windows Defender registry/batch-file warnings and config truncation are different installation/storage problems." + }, + { + "left": "issue:64831", + "right": "issue:67214", + "accept": false, + "reason": "Both mention cron jobs, but one is a multi-symptom runtime inconsistency report and the other is an update-induced collapse report without proof of the same root cause." + }, + { + "left": "issue:64931", + "right": "issue:68057", + "accept": false, + "reason": "LaunchAgent plist environment-variable loss and Telegram custom command loss on restart are separate persistence/regeneration bugs." + }, + { + "left": "issue:65236", + "right": "issue:68643", + "accept": false, + "reason": "MiniMax portal hitting /responses instead of /v1/messages is a provider-specific endpoint bug, not an OpenRouter base-URL bug." + }, + { + "left": "issue:63677", + "right": "issue:64762", + "accept": false, + "reason": "Both involve audio transcription, but one bypasses STT for voice notes while the other corrupts multipart bodies via SSRF guard DNS dispatching." + }, + { + "left": "issue:65434", + "right": "issue:66514", + "accept": false, + "reason": "One is a false negative on attachOnly CDP health, the other is a healthy service masking a dead browser path and recovery failure on macOS." + }, + { + "left": "issue:62446", + "right": "issue:67984", + "accept": false, + "reason": "Missing @buape/carbon is a specific module-resolution failure; npm install failing in a later version is a broader install regression." + }, + { + "left": "issue:64831", + "right": "issue:68623", + "accept": false, + "reason": "Cron execution instability and MCP subprocess cleanup after isolated agent sessions are unrelated lifecycle bugs." + }, + { + "left": "issue:68230", + "right": "issue:68232", + "accept": false, + "reason": "A new persistent context-pruning feature is not the same as config edits hot-restarting Telegram and destroying in-memory context." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 259, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:28077", + "issue:30308", + "issue:31275", + "issue:32400", + "issue:32812", + "issue:35405", + "issue:35632", + "issue:35796", + "issue:35851", + "issue:36987", + "issue:37430", + "issue:40941", + "issue:44467", + "issue:44496", + "issue:51658", + "issue:52397", + "issue:53235", + "issue:53285", + "issue:53640", + "issue:53721", + "issue:53786", + "issue:53857", + "issue:53925", + "issue:62568", + "issue:62819", + "issue:63101", + "issue:63349", + "issue:63937", + "issue:64707", + "issue:64724", + "issue:65394", + "issue:65431", + "issue:65500", + "issue:65849", + "issue:65971", + "issue:66151", + "issue:66598", + "issue:66979", + "issue:67097", + "issue:67152", + "issue:67162", + "issue:67436", + "issue:67626", + "issue:67927", + "issue:68237", + "issue:68743", + "issue:68766", + "issue:68810" + ], + "soft_pairs": [ + "issue:35405|issue:67927", + "issue:63937|issue:68237", + "issue:30308|issue:67162", + "issue:63349|issue:64724", + "issue:66151|issue:67152", + "issue:65971|issue:68743", + "issue:31275|issue:52397", + "issue:32812|issue:53786", + "issue:37430|issue:44467", + "issue:53285|issue:62568", + "issue:53640|issue:65394", + "issue:53721|issue:53857", + "issue:40941|issue:65500", + "issue:28077|issue:67626", + "issue:32400|issue:68766", + "issue:35632|issue:36987", + "issue:35851|issue:53925", + "issue:44496|issue:65431", + "issue:51658|issue:66979", + "issue:53235|issue:66598", + "issue:62819|issue:65849", + "issue:63101|issue:64707", + "issue:67097|issue:67436", + "issue:35796|issue:68810" + ], + "prepared_review_unit_hash": "ee061d3f9f83c0010424a38fd8bfb2e430a0f396cf934eede47d5969c22d3a13", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 34755, + "estimated_input_tokens": 8689, + "estimated_eval_tokens": 17634 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Mostly heterogeneous bug reports with no strong duplicate cluster; only two soft pairs look like true duplicates around Telegram voice transcription and Slack SecretRef resolution.", + "confidence": 0.78, + "canonical_issue_reason": "issue:63937 is the strongest representative bug report: it is detailed, closed, and describes a concrete SecretRef resolution regression with clear blast radius in the Slack/plugin runtime path.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:63937 has the clearest root-cause framing and highest triage value among the issues, making it the best anchor for this cluster.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:35405", + "right": "issue:67927", + "accept": false, + "reason": "Different products and failures: Chrome extension gateway nonce mismatch vs image upload bug." + }, + { + "left": "issue:63937", + "right": "issue:68237", + "accept": true, + "reason": "Both describe the same SecretRef-resolution regression in Slack/plugin runtime, with secrets being resolved too early or left unresolved." + }, + { + "left": "issue:30308", + "right": "issue:67162", + "accept": false, + "reason": "Both are generic bug reports, but the described symptoms and subsystems are not the same." + }, + { + "left": "issue:63349", + "right": "issue:64724", + "accept": true, + "reason": "Both report Telegram voice messages not being transcribed/understood, i.e. the same audio handling failure path." + }, + { + "left": "issue:66151", + "right": "issue:67152", + "accept": false, + "reason": "Related to subagent/runtime lifecycle, but one is a missing module error and the other is request-scoped runtime misuse; not clearly the same bug." + }, + { + "left": "issue:65971", + "right": "issue:68743", + "accept": false, + "reason": "Different failures: macOS gateway stalls vs a dreaming cron timeout." + }, + { + "left": "issue:31275", + "right": "issue:52397", + "accept": false, + "reason": "No concrete overlap beyond being bug reports; insufficient evidence of the same underlying defect." + }, + { + "left": "issue:32812", + "right": "issue:53786", + "accept": false, + "reason": "Different UI/integration problems: dashboard save button vs real-time status desync." + }, + { + "left": "issue:37430", + "right": "issue:44467", + "accept": false, + "reason": "Both involve message tooling, but one is a retry notification bug and the other is duplicate delivery-mirror replies." + }, + { + "left": "issue:53285", + "right": "issue:62568", + "accept": false, + "reason": "Different missing dependencies in different packages; not the same code-path problem." + }, + { + "left": "issue:53640", + "right": "issue:65394", + "accept": false, + "reason": "Different model/provider failures: API key invalid on macOS vs transcription returning no transcript." + }, + { + "left": "issue:53721", + "right": "issue:53857", + "accept": false, + "reason": "Telegram gateway restart failure vs web_search API key configuration issue; unrelated." + }, + { + "left": "issue:40941", + "right": "issue:65500", + "accept": false, + "reason": "One is missing context/token telemetry, the other is models not appearing in /models." + }, + { + "left": "issue:28077", + "right": "issue:67626", + "accept": false, + "reason": "No meaningful overlap; generic installation error vs unrelated update complaint." + }, + { + "left": "issue:32400", + "right": "issue:68743", + "accept": false, + "reason": "Different timeouts/hangs in different flows; not the same bug." + }, + { + "left": "issue:35632", + "right": "issue:36987", + "accept": false, + "reason": "Both concern replies, but Telegram deleted-message tagging and Feishu reply target formatting are different issues." + }, + { + "left": "issue:35851", + "right": "issue:53925", + "accept": false, + "reason": "Browser Relay attach state bug vs a /btw model-specific failure; unrelated." + }, + { + "left": "issue:44496", + "right": "issue:65431", + "accept": false, + "reason": "Both are image-related, but one is LM Studio model recognition and the other is image-capability gating in config." + }, + { + "left": "issue:51658", + "right": "issue:66979", + "accept": false, + "reason": "Feature requests for unrelated capabilities: Brave Search baseUrl vs sandbox limit." + }, + { + "left": "issue:53235", + "right": "issue:66598", + "accept": false, + "reason": "Both are webchat display issues, but one is missing agent rendering and the other is flicker after send; not enough to merge." + }, + { + "left": "issue:62819", + "right": "issue:65849", + "accept": false, + "reason": "Different channel/tool send failures: QQ cron delivery vs Discord message tool behavior." + }, + { + "left": "issue:63101", + "right": "issue:64707", + "accept": false, + "reason": "Both mention Feishu, but one is config validation after upgrade and the other is default-account creation on restart." + }, + { + "left": "issue:67097", + "right": "issue:67436", + "accept": false, + "reason": "Manifest/lifecycle issues, but one is plugin model injection and the other is a gateway hot-reload loop corrupting the DB." + }, + { + "left": "issue:35796", + "right": "issue:68810", + "accept": false, + "reason": "Different Windows gateway/onboarding failures; no concrete shared defect." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet and stays conservative overall. The two accepted soft pairs are well supported by the issue titles/descriptions, and the rejected pairs are framed narrowly enough to avoid overclaiming duplicates. Canonical issue selection is also reasonable given the SecretRef regression detail and closed status." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 260, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:26624", + "issue:30314", + "issue:31260", + "issue:31442", + "issue:32739", + "issue:32892", + "issue:33082", + "issue:34373", + "issue:34513", + "issue:35219", + "issue:48479", + "issue:52433", + "issue:53135", + "issue:53466", + "issue:53831", + "issue:53871", + "issue:53954", + "issue:56957", + "issue:61137", + "issue:62158", + "issue:62272", + "issue:62875", + "issue:62978", + "issue:63366", + "issue:63811", + "issue:63974", + "issue:64381", + "issue:64577", + "issue:65107", + "issue:65214", + "issue:65379", + "issue:65428", + "issue:65695", + "issue:65721", + "issue:65921", + "issue:66699", + "issue:66752", + "issue:67107", + "issue:67199", + "issue:67216", + "issue:67436", + "issue:67473", + "issue:67716", + "issue:67901", + "issue:68540", + "issue:68603", + "issue:68797", + "issue:68851" + ], + "soft_pairs": [ + "issue:63811|issue:66699", + "issue:65379|issue:65695", + "issue:61137|issue:66752", + "issue:65107|issue:67216", + "issue:53831|issue:62272", + "issue:52433|issue:53871", + "issue:65214|issue:65921", + "issue:26624|issue:53954", + "issue:30314|issue:32739", + "issue:32892|issue:67901", + "issue:34373|issue:68851", + "issue:34513|issue:53135", + "issue:65721|issue:67436", + "issue:33082|issue:68603", + "issue:64381|issue:67473", + "issue:53466|issue:65428", + "issue:56957|issue:63366", + "issue:63974|issue:67716", + "issue:31260|issue:64577", + "issue:68540|issue:68797", + "issue:48479|issue:67199", + "issue:31442|issue:67107", + "issue:35219|issue:62158", + "issue:62875|issue:62978" + ], + "prepared_review_unit_hash": "023381b9821f78d93f762e965461a9c7ed5c0949c4188c7c6dce6c1c0b58386d", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 35291, + "estimated_input_tokens": 8823, + "estimated_eval_tokens": 17902 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This cluster is heterogeneous: the soft pairs mostly share broad vocabulary or subsystem names, but they describe different concrete bugs. I would not merge any of the candidate edges.", + "confidence": 0.94, + "canonical_issue_reason": "No true canonical duplicate set is evident; if one representative issue must be picked, issue 62978 is the clearest standalone regression because it states the install scope, the Telegram plugin-loading failure, and the restart-loop symptom explicitly.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 62978 is the strongest single bug report in this set: it is concrete, user-visible, and ties the failure to a specific release path with severe impact.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:63811", + "right": "issue:66699", + "accept": false, + "reason": "Both are Telegram-related, but one is a restart loop and the other is a command-payload limit bug; different failures." + }, + { + "left": "issue:65379", + "right": "issue:65695", + "accept": false, + "reason": "Both involve browser/CDP connectivity, but the root causes differ: proxy-agent reachability vs child Chrome not reachable after start." + }, + { + "left": "issue:61137", + "right": "issue:66752", + "accept": false, + "reason": "One is an intermittent JSON parse error on arm64; the other is a missing module on ARM64 global install." + }, + { + "left": "issue:65107", + "right": "issue:67216", + "accept": false, + "reason": "Both mention SSRF, but they block different features for different reasons and are not the same code-path bug." + }, + { + "left": "issue:53831", + "right": "issue:62272", + "accept": false, + "reason": "Windows startup failure for Discord channel vs update-time missing module error; unrelated symptoms and fixes." + }, + { + "left": "issue:52433", + "right": "issue:53871", + "accept": false, + "reason": "One is a plugin version rollback problem; the other is Telegram config being lost after upgrade." + }, + { + "left": "issue:65214", + "right": "issue:65921", + "accept": false, + "reason": "Both concern plugin loading after update, but one is a bundled extension never loading and the other is a wrong-path launcher resolution." + }, + { + "left": "issue:26624", + "right": "issue:53954", + "accept": false, + "reason": "Both are false-positive mismatch warnings, but they compare different things: service/config tokens vs plugin IDs." + }, + { + "left": "issue:30314", + "right": "issue:32739", + "accept": false, + "reason": "Feishu message delivery failure and Slack provider restart loop are different channel-specific issues." + }, + { + "left": "issue:32892", + "right": "issue:67901", + "accept": false, + "reason": "Both touch plugin discovery/allowing, but one is auth failing to find providers and the other is a CLI command blocked by allow rules." + }, + { + "left": "issue:34373", + "right": "issue:68851", + "accept": false, + "reason": "Telegram DM delivery inconsistency vs webchat image upload failure; different UI/path and failure mode." + }, + { + "left": "issue:34513", + "right": "issue:53135", + "accept": false, + "reason": "TUI rendering stalls after a few messages, while the other is missing Control UI assets at startup." + }, + { + "left": "issue:65721", + "right": "issue:67436", + "accept": false, + "reason": "Configuration self-destruction and hot-reload manifest corruption are distinct lifecycle bugs." + }, + { + "left": "issue:33082", + "right": "issue:68603", + "accept": false, + "reason": "One drops TTS media in cron delivery; the other duplicates voice memos when audioAsVoice is enabled." + }, + { + "left": "issue:64381", + "right": "issue:67473", + "accept": false, + "reason": "Gateway startup exclusion of memory-kind plugins vs auto-compaction never firing; different subsystems." + }, + { + "left": "issue:53466", + "right": "issue:65428", + "accept": false, + "reason": "Credential overwrite/OAuth failure and resolveCliAuthEpoch hashing behavior are related only at a high level, not the same bug." + }, + { + "left": "issue:56957", + "right": "issue:63366", + "accept": false, + "reason": "Both are WhatsApp policy regressions, but group allowlist behavior and DM pairing-code leakage are separate bugs." + }, + { + "left": "issue:63974", + "right": "issue:67716", + "accept": false, + "reason": "One is Discord reply reliability during active waits; the other is deferred compaction debt stranded during bootstrap/reconcile." + }, + { + "left": "issue:31260", + "right": "issue:64577", + "accept": false, + "reason": "Discord offline status and Slack slash-command blocking are unrelated channel behaviors." + }, + { + "left": "issue:68540", + "right": "issue:68797", + "accept": false, + "reason": "Feishu image upload bug vs a subagent context leakage report; no shared underlying defect." + }, + { + "left": "issue:48479", + "right": "issue:67199", + "accept": false, + "reason": "Google Vertex auth mode regression and thinkingDefault propagation to embedded runner are different execution paths." + }, + { + "left": "issue:31442", + "right": "issue:67107", + "accept": false, + "reason": "The first reports a wrong installed version; the second has no usable title/content to tie it to any duplicate." + }, + { + "left": "issue:35219", + "right": "issue:62158", + "accept": false, + "reason": "Both are schema validation complaints, but they target different plugins and config keys." + }, + { + "left": "issue:62875", + "right": "issue:62978", + "accept": false, + "reason": "Both mention Telegram plugin loading after update, but one is a missing bundled src directory and the other is a global-install restart loop; not the same concrete bug." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 261, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:31275", + "issue:32678", + "issue:33049", + "issue:33086", + "issue:33527", + "issue:34749", + "issue:34961", + "issue:35297", + "issue:35598", + "issue:35975", + "issue:43419", + "issue:51244", + "issue:51468", + "issue:53168", + "issue:53599", + "issue:58479", + "issue:61880", + "issue:62086", + "issue:62819", + "issue:63516", + "issue:63561", + "issue:63566", + "issue:64378", + "issue:64699", + "issue:64729", + "issue:64741", + "issue:65521", + "issue:65565", + "issue:65582", + "issue:65687", + "issue:65810", + "issue:65997", + "issue:66050", + "issue:66290", + "issue:66356", + "issue:66389", + "issue:66424", + "issue:66588", + "issue:66915", + "issue:67116", + "issue:67416", + "issue:67473", + "issue:67575", + "issue:67724", + "issue:67851", + "issue:67972", + "issue:67985", + "issue:68743" + ], + "soft_pairs": [ + "issue:64729|issue:65997", + "issue:65582|issue:66290", + "issue:67575|issue:67724", + "issue:35975|issue:53599", + "issue:31275|issue:67985", + "issue:32678|issue:64378", + "issue:58479|issue:61880", + "issue:64699|issue:66915", + "issue:67416|issue:67851", + "issue:33049|issue:35598", + "issue:51468|issue:63566", + "issue:66050|issue:68743", + "issue:66389|issue:67473", + "issue:63561|issue:66356", + "issue:33086|issue:34749", + "issue:33527|issue:35297", + "issue:64741|issue:67116", + "issue:65521|issue:66588", + "issue:65565|issue:65687", + "issue:65810|issue:66424", + "issue:34961|issue:63516", + "issue:43419|issue:67972", + "issue:51244|issue:62819", + "issue:53168|issue:62086" + ], + "prepared_review_unit_hash": "d34c4e77b876268c78f90edb0c36673336fda1e7a7418afd6f80081ddb20920e", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 35582, + "estimated_input_tokens": 8896, + "estimated_eval_tokens": 18048 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This cluster is noisy: the soft-similarity pairs are mostly unrelated bugs that only share a broad subsystem or symptom class. I would not dedupe any of them.", + "confidence": 0.97, + "canonical_issue_reason": "No clear canonical issue: the items span unrelated Feishu, Discord, browser, CLI, install, and runtime failures, so there is no single underlying bug represented by the cluster.", + "canonical_pr_reason": null, + "best_issue_reason": "No global best issue: none of the issues clearly subsumes the others or appears to be the shared root cause for the cluster.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:64729", + "right": "issue:65997", + "accept": false, + "reason": "Both involve plugins/allowlists, but one is about stale plugin IDs in cron listing and the other is CLI gating for help/plugin; different failure modes." + }, + { + "left": "issue:65582", + "right": "issue:66290", + "accept": false, + "reason": "Unrelated bugs: macOS mkdir path error versus Docker gateway bundle recursion/stack overflow." + }, + { + "left": "issue:67575", + "right": "issue:67724", + "accept": false, + "reason": "Different paths: OpenRouter response handling versus interactiveReplies click dispatch/session wake-up." + }, + { + "left": "issue:35975", + "right": "issue:53599", + "accept": false, + "reason": "Both mention browser/relay, but one is third-party API relay thinking-mode behavior and the other is removal of a browser relay feature; not the same bug." + }, + { + "left": "issue:31275", + "right": "issue:67985", + "accept": false, + "reason": "No evidence of the same issue; the second item has no usable title and nothing ties it to Feishu session-memory hooks." + }, + { + "left": "issue:32678", + "right": "issue:64378", + "accept": false, + "reason": "Different integrations and defects: Feishu routing config versus Slack cwd/workspace selection." + }, + { + "left": "issue:58479", + "right": "issue:61880", + "accept": false, + "reason": "Approval consumption bug is unrelated to the video-generate media size limit." + }, + { + "left": "issue:64699", + "right": "issue:66915", + "accept": false, + "reason": "Session-key label injection and edit-tool whitespace mismatch are separate code paths and symptoms." + }, + { + "left": "issue:67416", + "right": "issue:67851", + "accept": false, + "reason": "Windows gateway restart failure is not the same as voice-call plugin port conflicts during tool invocation." + }, + { + "left": "issue:33049", + "right": "issue:35598", + "accept": false, + "reason": "Both concern threaded delivery, but they target different adapters and fields (Telegram deliveryContext.to vs Feishu threadId)." + }, + { + "left": "issue:51468", + "right": "issue:63566", + "accept": false, + "reason": "ACP runtime versioning/update issue is unrelated to Windows CLI SIGKILL regression." + }, + { + "left": "issue:66050", + "right": "issue:68743", + "accept": false, + "reason": "Managed browser CDP connectivity and long-running cron timeout are different failures." + }, + { + "left": "issue:66389", + "right": "issue:67473", + "accept": false, + "reason": "Embedded runtime process spawning/cache regression is not the same as auto-compaction never firing." + }, + { + "left": "issue:63561", + "right": "issue:66356", + "accept": false, + "reason": "Systemd detection/install status bug is unrelated to Discord setup wizard behavior." + }, + { + "left": "issue:33086", + "right": "issue:34749", + "accept": false, + "reason": "Both mention SSRF guards, but they block different resources in different integrations and contexts." + }, + { + "left": "issue:33527", + "right": "issue:35297", + "accept": false, + "reason": "Prompt/tool schema reporting bug and UI toggle persistence are separate issues." + }, + { + "left": "issue:64741", + "right": "issue:67116", + "accept": false, + "reason": "Web update availability and log timestamp default are unrelated features." + }, + { + "left": "issue:65521", + "right": "issue:66588", + "accept": false, + "reason": "Both involve browser launch, but the concrete failures differ: Windows managed browser exits immediately versus Raspberry Pi plugin fallback despite working Chromium/Playwright." + }, + { + "left": "issue:65565", + "right": "issue:65687", + "accept": false, + "reason": "Default-agent config validation and Discord voice conversation breakage are unrelated." + }, + { + "left": "issue:65810", + "right": "issue:66424", + "accept": false, + "reason": "Fallback selection on network errors is a different problem from intermittent 401 connection-item errors." + }, + { + "left": "issue:34961", + "right": "issue:63516", + "accept": false, + "reason": "Discord voice reply failures and Telegram polling stalls are different channels and code paths." + }, + { + "left": "issue:43419", + "right": "issue:67972", + "accept": false, + "reason": "Both are npm install failures, but one is specifically Git/transitive dependency related and the other is a different release-specific install failure." + }, + { + "left": "issue:51244", + "right": "issue:62819", + "accept": false, + "reason": "Both are delivery/announce issues, but one is webchat channel_not_found and the other is QQ isolated-session send failure." + }, + { + "left": "issue:53168", + "right": "issue:62086", + "accept": false, + "reason": "CLI gateway handshake timeout and exec-wrapper SIGTERM after ~10s are distinct runtime failures." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 262, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:17101", + "issue:23538", + "issue:30183", + "issue:30316", + "issue:31447", + "issue:33631", + "issue:34308", + "issue:37344", + "issue:51158", + "issue:51511", + "issue:51749", + "issue:52836", + "issue:53162", + "issue:53398", + "issue:53587", + "issue:53928", + "issue:54050", + "issue:57072", + "issue:62762", + "issue:63033", + "issue:63441", + "issue:63561", + "issue:63910", + "issue:64186", + "issue:64272", + "issue:64509", + "issue:64534", + "issue:64973", + "issue:65026", + "issue:65329", + "issue:65584", + "issue:65603", + "issue:65685", + "issue:65795", + "issue:66535", + "issue:66564", + "issue:66633", + "issue:66669", + "issue:66895", + "issue:67546", + "issue:67915", + "issue:67919", + "issue:68119", + "issue:68249", + "issue:68578", + "issue:68662", + "issue:68743", + "issue:7663" + ], + "soft_pairs": [ + "issue:51749|issue:65329", + "issue:53587|issue:64534", + "issue:65026|issue:7663", + "issue:34308|issue:51511", + "issue:37344|issue:68578", + "issue:63910|issue:68743", + "issue:53162|issue:53398", + "issue:31447|issue:33631", + "issue:53928|issue:64509", + "issue:54050|issue:64973", + "issue:65685|issue:66535", + "issue:30316|issue:68119", + "issue:52836|issue:57072", + "issue:66895|issue:68662", + "issue:66564|issue:66633", + "issue:63033|issue:65603", + "issue:51158|issue:67546", + "issue:65584|issue:67919", + "issue:67915|issue:68249", + "issue:17101|issue:64272", + "issue:23538|issue:62762", + "issue:63441|issue:64186", + "issue:65795|issue:66669", + "issue:30183|issue:63561" + ], + "prepared_review_unit_hash": "9da1192d481f76994958a36f3c78056cb8c696c5e3186baea57e0db86ddca3d5", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 35141, + "estimated_input_tokens": 8786, + "estimated_eval_tokens": 17828 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This cluster is mostly a false-positive grouping of unrelated bug reports that share a general chat/integration theme. No soft edge is strong enough to treat as the same underlying bug or change; the only near-match is the Telegram/Discord text-block issues, but they still look platform-specific and symptom-wise distinct.", + "confidence": 0.61, + "canonical_issue_reason": "Issue 31447 is the most concrete, narrowly scoped report and the clearest anchor for the only partially related pair (tool-call/text-block delivery loss).", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 31447 is the best single issue to represent the closest subtheme because it describes a specific, reproducible message-delivery failure with a clear symptom; the rest are broader, more ambiguous, or clearly unrelated.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:51749", + "right": "issue:65329", + "accept": false, + "reason": "Both involve MS Teams attachments/media, but one is channel file-attachment fetch/permissions and the other is DM inline-image/file dropping; different failure modes and likely different code paths." + }, + { + "left": "issue:53587", + "right": "issue:64534", + "accept": false, + "reason": "Both mention model/provider configuration, but one is an invalid OpenRouter model ID error and the other is an OpenAI Codex API defaulting problem; not the same bug." + }, + { + "left": "issue:65026", + "right": "issue:7663", + "accept": false, + "reason": "Both are delivery issues from embedded/webchat to another chat platform, but one is leakage to Discord and the other is missing Slack DM replies; opposite symptoms and different integrations." + }, + { + "left": "issue:34308", + "right": "issue:51511", + "accept": false, + "reason": "Telegram outbound delivery vs Matrix inbound routing are different directions and different subsystems; no shared concrete bug." + }, + { + "left": "issue:37344", + "right": "issue:68578", + "accept": false, + "reason": "Discord send failures with proxy errors are unrelated to a weather-query infinite loop; no common underlying code path." + }, + { + "left": "issue:63910", + "right": "issue:68743", + "accept": false, + "reason": "Bash completion install/cleanup failure is unrelated to a cron job timing out; different subsystems and failure mechanisms." + }, + { + "left": "issue:53162", + "right": "issue:53398", + "accept": false, + "reason": "WhatsApp cron delivery/listener failure and a dual-stack port-binding message are not the same bug; one is channel delivery, the other is gateway startup diagnostics." + }, + { + "left": "issue:31447", + "right": "issue:33631", + "accept": false, + "reason": "Both concern text around tool calls, but one is Discord only delivering the last block and the other is Telegram streaming text disappearing/reappearing; similar theme, but not clearly the same concrete bug." + }, + { + "left": "issue:53928", + "right": "issue:64509", + "accept": false, + "reason": "Bedrock credential loading in embedded runs is unrelated to claude-cli/ backend usage accounting; different providers and failure modes." + }, + { + "left": "issue:54050", + "right": "issue:64973", + "accept": false, + "reason": "Stale OAuth credentials / refresh token reuse is not the same as a macOS Talk Mode config/token mismatch and gateway restart issue." + }, + { + "left": "issue:65685", + "right": "issue:66535", + "accept": false, + "reason": "Typing-indicator clearing during queued followups and cancellation of /compact are different UI behaviors with no clear shared bug." + }, + { + "left": "issue:30316", + "right": "issue:68119", + "accept": false, + "reason": "The blank-titled issue has no usable evidence to establish a duplicate relationship, so this is too speculative." + }, + { + "left": "issue:52836", + "right": "issue:57072", + "accept": false, + "reason": "Agent not doing tasks is a broad runtime complaint, while the other is a chat UI session/render desync after navigation; different problems." + }, + { + "left": "issue:66895", + "right": "issue:68662", + "accept": false, + "reason": "Model override failover state sticking is unrelated to Ollama request hangs; separate state-management vs execution issues." + }, + { + "left": "issue:66564", + "right": "issue:66633", + "accept": false, + "reason": "UI lag and Cloudflare 403 provider failures are distinct; one is performance, the other is request authorization/network blocking." + }, + { + "left": "issue:63033", + "right": "issue:65603", + "accept": false, + "reason": "TTS audio block-vs-final payload mismatch is unrelated to Azure Foundry schema/tool-payload rejection." + }, + { + "left": "issue:51158", + "right": "issue:67546", + "accept": false, + "reason": "Matrix inbound routing failure and an 'Onboard Feature Bug' are too vague and unrelated to treat as duplicates." + }, + { + "left": "issue:65584", + "right": "issue:67919", + "accept": false, + "reason": "A cron command hanging on exit is not the same as a wiki bridge plugin-loading/export-count problem." + }, + { + "left": "issue:67915", + "right": "issue:68249", + "accept": false, + "reason": "Attachment access validation in local assistant is different from a Brave plugin not loading; same broad runtime/plugin area but not the same bug." + }, + { + "left": "issue:17101", + "right": "issue:64272", + "accept": false, + "reason": "Voice transcription missing and TTS regression are opposite media directions and distinct failures." + }, + { + "left": "issue:23538", + "right": "issue:62762", + "accept": false, + "reason": "Anthropic auth 401 and gateway 1006 connect closure are unrelated connection/authentication failures." + }, + { + "left": "issue:63441", + "right": "issue:64186", + "accept": false, + "reason": "Multiple Ollama providers not working and using local Ollama CLI instead of remote API are related broadly, but not the same concrete bug or fix." + }, + { + "left": "issue:65795", + "right": "issue:66669", + "accept": false, + "reason": "Unknown wiki methods in Control UI dreaming is unrelated to webchat image rendering." + }, + { + "left": "issue:30183", + "right": "issue:63561", + "accept": false, + "reason": "Both mention systemd/gateway, but one is an infinite start loop from Bonjour watchdog logic and the other is incorrect detection of user systemd availability; different root causes." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 263, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:18813", + "issue:30152", + "issue:30922", + "issue:32113", + "issue:35202", + "issue:43177", + "issue:44467", + "issue:45096", + "issue:51049", + "issue:51052", + "issue:51056", + "issue:51619", + "issue:52766", + "issue:53482", + "issue:53733", + "issue:53824", + "issue:53906", + "issue:54004", + "issue:54039", + "issue:54061", + "issue:55276", + "issue:62684", + "issue:63314", + "issue:63516", + "issue:64046", + "issue:64092", + "issue:64174", + "issue:64287", + "issue:64326", + "issue:64603", + "issue:65294", + "issue:65297", + "issue:65309", + "issue:65424", + "issue:65645", + "issue:65676", + "issue:65949", + "issue:65976", + "issue:66339", + "issue:66702", + "issue:66744", + "issue:66813", + "issue:67192", + "issue:67564", + "issue:67740", + "issue:68352", + "issue:68634", + "issue:68735" + ], + "soft_pairs": [ + "issue:30922|issue:32113", + "issue:44467|issue:54061", + "issue:64092|issue:64174", + "issue:65309|issue:66813", + "issue:30152|issue:68352", + "issue:43177|issue:65297", + "issue:54039|issue:55276", + "issue:64287|issue:67192", + "issue:62684|issue:64326", + "issue:18813|issue:64046", + "issue:35202|issue:51619", + "issue:51049|issue:63314", + "issue:51052|issue:53733", + "issue:53824|issue:54004", + "issue:65294|issue:65949", + "issue:65976|issue:66339", + "issue:67740|issue:68634", + "issue:53482|issue:64603", + "issue:53906|issue:65676", + "issue:63516|issue:67564", + "issue:45096|issue:68735", + "issue:51056|issue:66744", + "issue:52766|issue:65645", + "issue:65424|issue:66702" + ], + "prepared_review_unit_hash": "8c91f2118fc1243fdd63af091a12dda654b63017668386ce7468594908334c1c", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 35295, + "estimated_input_tokens": 8824, + "estimated_eval_tokens": 17904 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This cluster is heterogeneous: the soft pairs share broad keywords or subsystems, but none look like the same underlying bug/change. I would not merge any of them as duplicates.", + "confidence": 0.97, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": null, + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:30922", + "right": "issue:32113", + "accept": false, + "reason": "Version-string bug vs missing npm binary/package contents; unrelated failures." + }, + { + "left": "issue:44467", + "right": "issue:54061", + "accept": false, + "reason": "Duplicate mirror replies vs suppressing inline assistant text; different symptoms and code paths." + }, + { + "left": "issue:64092", + "right": "issue:64174", + "accept": false, + "reason": "Misclassified 403/rate-limit errors vs a real OAuth 403 HTML failure; not the same bug." + }, + { + "left": "issue:65309", + "right": "issue:66813", + "accept": false, + "reason": "Active-memory timeout vs heartbeat/background-execution skip; different mechanisms." + }, + { + "left": "issue:30152", + "right": "issue:68352", + "accept": false, + "reason": "Model catalog allowlist filtering vs plugin-ID warning UX; same theme, different underlying issue." + }, + { + "left": "issue:43177", + "right": "issue:65297", + "accept": false, + "reason": "False delivered=true on cron announce vs image upload returning ok without media delivery; related platform, different bug." + }, + { + "left": "issue:54039", + "right": "issue:55276", + "accept": false, + "reason": "Windows absolute-path doubling vs garbled paths during session capping; different path-handling defects." + }, + { + "left": "issue:64287", + "right": "issue:67192", + "accept": false, + "reason": "Broken parentId chains in transcripts vs Mistral /think stream-wrapper crash; unrelated." + }, + { + "left": "issue:62684", + "right": "issue:64326", + "accept": false, + "reason": "Ollama pipeline timeout vs hardcoded token-count causing premature compaction; separate provider issues." + }, + { + "left": "issue:18813", + "right": "issue:64046", + "accept": false, + "reason": "TLS CI enforcement feature request vs data de-identification feature request; unrelated." + }, + { + "left": "issue:35202", + "right": "issue:51619", + "accept": false, + "reason": "Feishu long-link failure vs mitmproxy integration breakage; different integrations." + }, + { + "left": "issue:51049", + "right": "issue:63314", + "accept": false, + "reason": "WhatsApp inbound delivery on k3s vs WhatsApp media-send attachment loss; different paths." + }, + { + "left": "issue:51052", + "right": "issue:53733", + "accept": false, + "reason": "Configurable UI title vs Intel Mac app support; unrelated features." + }, + { + "left": "issue:53824", + "right": "issue:54004", + "accept": false, + "reason": "Unknown Channel after restart vs MiniMax API hang in isolated cron sessions; not the same failure." + }, + { + "left": "issue:65294", + "right": "issue:65949", + "accept": false, + "reason": "Exec-completion visibility vs Discord browser-capability detection; unrelated." + }, + { + "left": "issue:65976", + "right": "issue:66339", + "accept": false, + "reason": "Bridge-page/artifact corruption vs QMD SQLite lock contention; both memory-related but distinct bugs." + }, + { + "left": "issue:67740", + "right": "issue:68634", + "accept": false, + "reason": "OpenAI Codex request/classifier mismatch vs scope-upgrade/Telegram approvals loop; unrelated." + }, + { + "left": "issue:53482", + "right": "issue:64603", + "accept": false, + "reason": "Legacy env-var silent failure vs punycode deprecation warning; unrelated." + }, + { + "left": "issue:53906", + "right": "issue:65676", + "accept": false, + "reason": "Both involve fallback/recovery, but one is a rate-limit recovery cascade and the other is a model-switch override loop; not the same concrete bug." + }, + { + "left": "issue:63516", + "right": "issue:67564", + "accept": false, + "reason": "Telegram polling stalls vs Weixin long-poll header timeouts; different providers and code paths." + }, + { + "left": "issue:45096", + "right": "issue:68735", + "accept": false, + "reason": "Missing OTEL LLM spans vs provider schema/tool-payload rejection; unrelated." + }, + { + "left": "issue:51056", + "right": "issue:66744", + "accept": false, + "reason": "OpenRouter auth-header failure vs provider.models.some() type error; different defects." + }, + { + "left": "issue:52766", + "right": "issue:65645", + "accept": false, + "reason": "WebSocket/RPC timeout vs model-visibility UI issue; unrelated." + }, + { + "left": "issue:65424", + "right": "issue:66702", + "accept": false, + "reason": "Dropped image attachments in chat.send vs stale-image contamination in vision input; different image bugs." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 264, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:26895", + "issue:29670", + "issue:30335", + "issue:30844", + "issue:30917", + "issue:30971", + "issue:31275", + "issue:31785", + "issue:33631", + "issue:35181", + "issue:35476", + "issue:36256", + "issue:50956", + "issue:51593", + "issue:52039", + "issue:53162", + "issue:53169", + "issue:53310", + "issue:53610", + "issue:53803", + "issue:53824", + "issue:53949", + "issue:62783", + "issue:62875", + "issue:63236", + "issue:64378", + "issue:64478", + "issue:64839", + "issue:64841", + "issue:64939", + "issue:65309", + "issue:65341", + "issue:65396", + "issue:65533", + "issue:65645", + "issue:65685", + "issue:65974", + "issue:66288", + "issue:67130", + "issue:67291", + "issue:67667", + "issue:67784", + "issue:67926", + "issue:68182", + "issue:68256", + "issue:68410", + "issue:68663", + "issue:68797" + ], + "soft_pairs": [ + "issue:68182|issue:68410", + "issue:26895|issue:53169", + "issue:36256|issue:64939", + "issue:66288|issue:68797", + "issue:30844|issue:51593", + "issue:53162|issue:65645", + "issue:30335|issue:35181", + "issue:30917|issue:64839", + "issue:64478|issue:67784", + "issue:65396|issue:68663", + "issue:67130|issue:67291", + "issue:30971|issue:33631", + "issue:53949|issue:63236", + "issue:64841|issue:67926", + "issue:64378|issue:68256", + "issue:62783|issue:65533", + "issue:31275|issue:65974", + "issue:35476|issue:65309", + "issue:53310|issue:53824", + "issue:53803|issue:67667", + "issue:53610|issue:65341", + "issue:50956|issue:65685", + "issue:29670|issue:52039", + "issue:31785|issue:62875" + ], + "prepared_review_unit_hash": "8e47af7f5b8b0d63f2466cb62c91b8f1f32839041f79103f5306705ebbf5d488", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 35137, + "estimated_input_tokens": 8785, + "estimated_eval_tokens": 17826 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This cluster is mostly a false-positive mix of unrelated bug reports. The only near-match is the pair of Telegram streaming/rendering issues, but even that looks like overlapping symptoms rather than a clearly shared root cause. No PR pair is present.", + "confidence": 0.92, + "canonical_issue_reason": "issue:30971 is the closest plausible anchor because it is the broadest Telegram streaming-rendering report and is the nearest sibling to another Telegram streaming issue (33631), but the overall set is too heterogeneous to support a strong single canonical issue.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:30971 is the most representative issue to anchor if one must be chosen, since it is user-facing, fairly general, and closest to the only plausible duplicate pair; however it does not generalize well beyond that Telegram subset.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:68182", + "right": "issue:68410", + "accept": false, + "reason": "Different problems: heartbeat lane preemption vs Active Memory timeout normalization." + }, + { + "left": "issue:26895", + "right": "issue:53169", + "accept": false, + "reason": "Both mention migration-era regressions, but the subsystems and failure modes are unrelated." + }, + { + "left": "issue:36256", + "right": "issue:64939", + "accept": false, + "reason": "Both involve media/transcription, but one is Telegram voice STT missing and the other is Groq multipart audio handling." + }, + { + "left": "issue:66288", + "right": "issue:68797", + "accept": false, + "reason": "Webchat image disappearance and subagent context leakage are unrelated." + }, + { + "left": "issue:30844", + "right": "issue:51593", + "accept": false, + "reason": "OAuth provider routing and duplicated tool-call IDs are different code paths and different bugs." + }, + { + "left": "issue:53162", + "right": "issue:65645", + "accept": false, + "reason": "WhatsApp cron delivery failure and model-selection UI behavior are not the same issue." + }, + { + "left": "issue:30335", + "right": "issue:35181", + "accept": false, + "reason": "File-not-found in edit tool vs missing prebuilt llama binary; unrelated failures." + }, + { + "left": "issue:30917", + "right": "issue:64839", + "accept": false, + "reason": "Telegram model incompatibility vs image-tool/provider handling regression; not the same bug." + }, + { + "left": "issue:64478", + "right": "issue:67784", + "accept": false, + "reason": "Both touch message delivery, but WhatsApp media dropping and Mattermost handler field handling are distinct." + }, + { + "left": "issue:65396", + "right": "issue:68663", + "accept": false, + "reason": "One is about persistent subagent sessions, the other a new compact gateway method; different feature requests." + }, + { + "left": "issue:67130", + "right": "issue:67291", + "accept": false, + "reason": "Both are onboarding crashes, but the reported errors and likely root causes differ." + }, + { + "left": "issue:30971", + "right": "issue:33631", + "accept": false, + "reason": "Closest pair, but the symptoms differ enough that the shared root cause is not established." + }, + { + "left": "issue:53949", + "right": "issue:63236", + "accept": false, + "reason": "Telegram image download failure vs iMessage/MiniMax empty-content error are different media pipelines." + }, + { + "left": "issue:64841", + "right": "issue:67926", + "accept": false, + "reason": "Memory config validation and Control UI raw-mode disabling are unrelated." + }, + { + "left": "issue:64378", + "right": "issue:68256", + "accept": false, + "reason": "Workspace cwd routing and OpenRouter auth-profile behavior are separate issues." + }, + { + "left": "issue:62783", + "right": "issue:65533", + "accept": false, + "reason": "OpenRouter auth failure for isolated cron sessions vs missing reasoning field in history are different defects." + }, + { + "left": "issue:31275", + "right": "issue:65974", + "accept": false, + "reason": "Feishu /new hook behavior and a blank-title issue are unrelated." + }, + { + "left": "issue:35476", + "right": "issue:65309", + "accept": false, + "reason": "Model-selection UI duplication and Active Memory timeout behavior are not the same underlying bug." + }, + { + "left": "issue:53310", + "right": "issue:53824", + "accept": false, + "reason": "Feishu card parse error and unknown-channel after restart are both cron-related, but not the same failure mode." + }, + { + "left": "issue:53803", + "right": "issue:67667", + "accept": false, + "reason": "Tool-result duplication and /status token accounting are different session-state bugs." + }, + { + "left": "issue:53610", + "right": "issue:65341", + "accept": false, + "reason": "Avatar 404 path serving and a blank issue title are unrelated." + }, + { + "left": "issue:50956", + "right": "issue:65685", + "accept": false, + "reason": "Task replay on queued messages vs typing-indicator clearing are distinct event-loop behaviors." + }, + { + "left": "issue:29670", + "right": "issue:52039", + "accept": false, + "reason": "Control UI pairing/allowTailscale behavior and a Chinese-titled UI annoyance are not the same issue." + }, + { + "left": "issue:31785", + "right": "issue:62875", + "accept": false, + "reason": "Both involve Feishu packaging/load problems, but one is /tmp/jiti permissions and the other missing src/ in the bundle." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 265, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:29367", + "issue:30242", + "issue:31486", + "issue:31704", + "issue:33086", + "issue:33349", + "issue:33875", + "issue:34253", + "issue:34971", + "issue:36142", + "issue:43177", + "issue:51174", + "issue:52039", + "issue:53137", + "issue:53162", + "issue:53870", + "issue:53919", + "issue:57066", + "issue:62672", + "issue:63033", + "issue:63484", + "issue:63620", + "issue:63699", + "issue:63759", + "issue:63923", + "issue:64317", + "issue:64483", + "issue:64704", + "issue:64867", + "issue:64925", + "issue:64932", + "issue:65159", + "issue:65443", + "issue:65786", + "issue:66124", + "issue:66409", + "issue:66915", + "issue:66978", + "issue:67517", + "issue:67745", + "issue:67798", + "issue:67869", + "issue:68192", + "issue:68222", + "issue:68471", + "issue:68605", + "issue:68743" + ], + "soft_pairs": [ + "issue:34971|issue:51174", + "issue:53137|issue:53162", + "issue:53870|issue:68605", + "issue:53919|issue:63484", + "issue:63759|issue:67517", + "issue:64867|issue:65159", + "issue:63923|issue:67745", + "issue:67869|issue:68471", + "issue:30242|issue:52039", + "issue:31486|issue:64483", + "issue:63620|issue:64317", + "issue:43177|issue:65443", + "issue:63033|issue:67798", + "issue:31704|issue:33349", + "issue:33086|issue:68192", + "issue:36142|issue:64925", + "issue:57066|issue:65786", + "issue:64704|issue:64932", + "issue:68222|issue:68743", + "issue:62672|issue:66915", + "issue:33875|issue:34253", + "issue:63699|issue:66124", + "issue:66978|issue:67517", + "issue:29367|issue:66409" + ], + "prepared_review_unit_hash": "c339d1c82d8b7d901bb7dd8a249429aeaa802b6b7bc4c5443551a3f182421672", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 24, + "serialized_chars": 35080, + "estimated_input_tokens": 8770, + "estimated_eval_tokens": 17796 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This cluster is mostly a loose bag of unrelated bug reports that share generic wording, not the same underlying defect. I rejected all soft edges.", + "confidence": 0.94, + "canonical_issue_reason": "No single canonical issue fits the cluster: the items span many unrelated areas (chat delivery, provider routing, SSRF, UI, plugins, timeouts, etc.).", + "canonical_pr_reason": null, + "best_issue_reason": "issue:53162 is the strongest standalone report: it is specific, reproducible, and well-scoped around WhatsApp cron delivery failing despite an active listener.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:34971", + "right": "issue:51174", + "accept": false, + "reason": "Different bugs: one is a vague post-update regression report, the other is a WhatsApp status/probe display issue." + }, + { + "left": "issue:53137", + "right": "issue:53162", + "accept": false, + "reason": "No evidence they are the same defect; one is an empty title placeholder, the other is a specific WhatsApp cron delivery failure." + }, + { + "left": "issue:53870", + "right": "issue:68605", + "accept": false, + "reason": "Completely different topics: package scan/publishing warning vs webchat image persistence/display bug." + }, + { + "left": "issue:53919", + "right": "issue:63484", + "accept": false, + "reason": "Different runtime contexts and symptoms: VPS Docker/browser tasks vs heartbeat/session reset and channel silence after tool errors." + }, + { + "left": "issue:63759", + "right": "issue:67517", + "accept": false, + "reason": "Telegram typing delay is not the same as a provider returning Cloudflare HTML and being misclassified as rate limit/DNS." + }, + { + "left": "issue:64867", + "right": "issue:65159", + "accept": false, + "reason": "Both mention Active Memory, but one is a timeout/failover-chain latency bug and the other is missing memory injection during sessions." + }, + { + "left": "issue:63923", + "right": "issue:67745", + "accept": false, + "reason": "Auto-compaction/context-window behavior is unrelated to custom provider tool_calls not being executed." + }, + { + "left": "issue:67869", + "right": "issue:68471", + "accept": false, + "reason": "Windows plugin-discovery event-loop blocking is a different issue from heartbeat causing periodic session resets." + }, + { + "left": "issue:30242", + "right": "issue:52039", + "accept": false, + "reason": "Thread-bound subagent spawn/no_active_run differs from a Chinese-language report about excessive exclamation marks in the chat UI." + }, + { + "left": "issue:31486", + "right": "issue:64483", + "accept": false, + "reason": "Custom provider support in image tool is not the same as Qwen provider normalization breaking modelstudio config." + }, + { + "left": "issue:63620", + "right": "issue:64317", + "accept": false, + "reason": "Dreaming overlay blocking the page is unrelated to headed Chromium screenshots timing out on Wayland." + }, + { + "left": "issue:43177", + "right": "issue:65443", + "accept": false, + "reason": "Telegram cron delivery vs Telegram direct-chat TTS delivery are distinct flows with different failure modes." + }, + { + "left": "issue:63033", + "right": "issue:67798", + "accept": false, + "reason": "TTS audio not delivered via webchat is unrelated to openai-codex OAuth failure on VPS." + }, + { + "left": "issue:31704", + "right": "issue:33349", + "accept": false, + "reason": "WhatsApp entity/identity confusion is unrelated to webhook-invoked agents not using full sandbox configuration." + }, + { + "left": "issue:33086", + "right": "issue:68192", + "accept": false, + "reason": "Both are SSRF-related, but they block different networks/proxy setups and likely different code paths." + }, + { + "left": "issue:36142", + "right": "issue:64925", + "accept": false, + "reason": "Mid-turn rate-limit handling after tool calls is different from silent agent errors never surfacing in TUI/Telegram." + }, + { + "left": "issue:57066", + "right": "issue:65786", + "accept": false, + "reason": "OpenRouter alias normalization is unrelated to Feishu config validation after upgrade." + }, + { + "left": "issue:64704", + "right": "issue:64932", + "accept": false, + "reason": "Missing active-memory package on npm/ClawHub is unrelated to missing QA scenario pack files." + }, + { + "left": "issue:68222", + "right": "issue:68743", + "accept": false, + "reason": "Kimi Code sessions_yield interruptions are not the same as a Dreaming cron job timing out." + }, + { + "left": "issue:62672", + "right": "issue:66915", + "accept": false, + "reason": "Fallback-chain 429 propagation is unrelated to edit-tool whitespace mismatch error surfacing." + }, + { + "left": "issue:33875", + "right": "issue:34253", + "accept": false, + "reason": "Feishu send-layer failure and Feishu multi-agent routing binding failure are different bugs." + }, + { + "left": "issue:63699", + "right": "issue:66124", + "accept": false, + "reason": "Gateway stderr-after-run-end crash is unrelated to Dreaming UI writing an invalid memory-core config path." + }, + { + "left": "issue:66978", + "right": "issue:67517", + "accept": false, + "reason": "Child session completion timeout is a different issue from Cloudflare HTML being misclassified as rate_limit/DNS." + }, + { + "left": "issue:29367", + "right": "issue:66409", + "accept": false, + "reason": "Default subagent workspace inheritance and a vague Chinese report about UI slowness/excess output are not the same bug." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 266, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:32189", + "issue:33271", + "issue:35249", + "issue:35796", + "issue:35860", + "issue:36694", + "issue:36994", + "issue:43767", + "issue:48473", + "issue:50651", + "issue:51158", + "issue:53390", + "issue:53686", + "issue:53883", + "issue:53927", + "issue:53953", + "issue:58760", + "issue:59162", + "issue:62958", + "issue:63035", + "issue:63620", + "issue:63999", + "issue:64011", + "issue:64187", + "issue:64304", + "issue:64821", + "issue:64976", + "issue:65000", + "issue:65054", + "issue:65210", + "issue:65663", + "issue:65685", + "issue:65908", + "issue:66381", + "issue:66591", + "issue:66822", + "issue:66832", + "issue:66989", + "issue:67106", + "issue:67301", + "issue:67343", + "issue:67422", + "issue:67780", + "issue:68073", + "issue:68120", + "issue:68183", + "issue:68616", + "issue:68683" + ], + "soft_pairs": [ + "issue:35249|issue:36994", + "issue:50651|issue:53883", + "issue:59162|issue:63035", + "issue:64821|issue:66832", + "issue:32189|issue:68616", + "issue:66591|issue:68183", + "issue:63620|issue:65210", + "issue:35860|issue:66381", + "issue:62958|issue:66989", + "issue:66381|issue:67301", + "issue:48473|issue:51158", + "issue:48473|issue:53953", + "issue:63999|issue:65663", + "issue:64011|issue:65000", + "issue:64187|issue:65908", + "issue:33271|issue:53927", + "issue:53686|issue:65054", + "issue:58760|issue:67780", + "issue:64304|issue:65685", + "issue:68120|issue:68683", + "issue:53390|issue:67422", + "issue:67106|issue:67343", + "issue:36694|issue:66822", + "issue:35796|issue:68073", + "issue:43767|issue:64976" + ], + "prepared_review_unit_hash": "3af3857bd91e2601b6c870c0d05349a590852d36c0f111b6284717fcd70a4c44", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 25, + "serialized_chars": 35840, + "estimated_input_tokens": 8960, + "estimated_eval_tokens": 18176 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "All soft-edge pairs look like false-positive similarities rather than true duplicates. The set spans unrelated bugs across browser, plugins, Telegram, Discord, memory/search, UI, and session/runtime behavior, with no pair sharing a concrete underlying failure path.", + "confidence": 0.96, + "canonical_issue_reason": "No single canonical issue: the candidate pairs are mostly unrelated false-positive matches across different subsystems and symptoms.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:48473 is the strongest standalone representative: it has a precise failure mode, a clear root-cause description, and comparatively strong discussion/inbound activity.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:35249", + "right": "issue:36994", + "accept": false, + "reason": "Browser enablement after upgrade and exec/tools breakage are different subsystems and different failure modes." + }, + { + "left": "issue:50651", + "right": "issue:53883", + "accept": false, + "reason": "Model dropdown dedupe logic and SecretRef validation on save are unrelated UI validation problems." + }, + { + "left": "issue:59162", + "right": "issue:63035", + "accept": false, + "reason": "Approval ID expiration and JSON serialization dropping UUID keys are distinct bugs with different causes." + }, + { + "left": "issue:64821", + "right": "issue:66832", + "accept": false, + "reason": "Corrupted exec security config from plugin logs is not the same as log redaction failures." + }, + { + "left": "issue:32189", + "right": "issue:68616", + "accept": false, + "reason": "Wrong model reporting in Discord and an empty issue title are not the same bug." + }, + { + "left": "issue:66591", + "right": "issue:68183", + "accept": false, + "reason": "ContextEngine registration mismatch and Docker CLI/API version incompatibility are unrelated root causes." + }, + { + "left": "issue:63620", + "right": "issue:65210", + "accept": false, + "reason": "Overlay blocking the page and token/auto-compression failures affect different UI flows." + }, + { + "left": "issue:35860", + "right": "issue:66381", + "accept": false, + "reason": "Repeated assistant responses after context buildup is different from a momentary user-message flicker." + }, + { + "left": "issue:62958", + "right": "issue:66989", + "accept": false, + "reason": "Local Ollama hangs on macOS and Slack socket mode missing events are separate integration failures." + }, + { + "left": "issue:66381", + "right": "issue:67301", + "accept": false, + "reason": "Message render flicker and session LABEL reset after restart are different persistence/UI bugs." + }, + { + "left": "issue:48473", + "right": "issue:51158", + "accept": false, + "reason": "Both mention plugin routing, but one is a registry mismatch causing 404s while the other is inbound event routing failing in Matrix." + }, + { + "left": "issue:48473", + "right": "issue:53953", + "accept": false, + "reason": "Plugin HTTP 404s from registry mismatch and msteams startup crashes from singleton/TypeScript issues are different problems." + }, + { + "left": "issue:63999", + "right": "issue:65663", + "accept": false, + "reason": "Visible tool-call XML leakage and Azure Responses API 400 replay-history errors are not the same code-path bug." + }, + { + "left": "issue:64011", + "right": "issue:65000", + "accept": false, + "reason": "Discord reconnect crash and durable subagent completion delivery are unrelated runtime concerns." + }, + { + "left": "issue:64187", + "right": "issue:65908", + "accept": false, + "reason": "SQLite atomic reindex EBUSY on Windows and stale QMD collection targeting are different memory/search issues." + }, + { + "left": "issue:33271", + "right": "issue:53927", + "accept": false, + "reason": "A webhook that returns 200 but does nothing is not the same as a route that returns 404." + }, + { + "left": "issue:53686", + "right": "issue:65054", + "accept": false, + "reason": "Telegram outbound API failures and MiniMax usage polling hitting the wrong base URL are unrelated provider bugs." + }, + { + "left": "issue:58760", + "right": "issue:67780", + "accept": false, + "reason": "Discord startup listener errors and contextEngine toolMsg filtering crashes are different plugin/runtime failures." + }, + { + "left": "issue:64304", + "right": "issue:65685", + "accept": false, + "reason": "Provider billing/model failures and typing-indicator clearing for queued followups are unrelated behavior." + }, + { + "left": "issue:68120", + "right": "issue:68683", + "accept": false, + "reason": "OpenRouter empty assistant messages and Perplexity 401 auth failures are different provider-side symptoms." + }, + { + "left": "issue:53390", + "right": "issue:67422", + "accept": false, + "reason": "Browser snapshot viewport handling and webchat streaming latency are different UI/browser bugs." + }, + { + "left": "issue:67106", + "right": "issue:67343", + "accept": false, + "reason": "Safari tool-result text disappearance and Telegram TTS tag leakage are unrelated presentation bugs." + }, + { + "left": "issue:36694", + "right": "issue:66822", + "accept": false, + "reason": "Session-file rebuilding is a feature request, while concurrency on memory search indexing is a runtime performance bug." + }, + { + "left": "issue:35796", + "right": "issue:68073", + "accept": false, + "reason": "Windows onboarding/config persistence and plugin install/update upgrade-path issues are different workflows." + }, + { + "left": "issue:43767", + "right": "issue:64976", + "accept": false, + "reason": "Heartbeat context-loading and cron announce NO_REPLY handling are unrelated delivery semantics." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 267, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:29552", + "issue:30741", + "issue:31273", + "issue:31633", + "issue:32633", + "issue:32665", + "issue:33671", + "issue:33843", + "issue:34243", + "issue:34610", + "issue:35039", + "issue:48473", + "issue:49059", + "issue:51794", + "issue:52484", + "issue:53466", + "issue:53547", + "issue:53591", + "issue:53714", + "issue:53871", + "issue:53883", + "issue:55343", + "issue:55807", + "issue:63033", + "issue:63212", + "issue:63449", + "issue:64235", + "issue:64292", + "issue:64427", + "issue:64581", + "issue:64839", + "issue:65064", + "issue:65297", + "issue:65443", + "issue:65448", + "issue:65790", + "issue:66178", + "issue:66833", + "issue:67092", + "issue:67241", + "issue:67314", + "issue:67648", + "issue:67806", + "issue:67912", + "issue:68059", + "issue:68120", + "issue:68215", + "issue:68776" + ], + "soft_pairs": [ + "issue:52484|issue:66178", + "issue:67241|issue:68776", + "issue:53871|issue:55343", + "issue:53466|issue:67314", + "issue:63449|issue:67912", + "issue:30741|issue:65790", + "issue:35039|issue:64292", + "issue:51794|issue:53883", + "issue:63212|issue:64235", + "issue:65448|issue:68120", + "issue:31273|issue:33843", + "issue:32633|issue:67092", + "issue:49059|issue:64427", + "issue:48473|issue:68120", + "issue:53547|issue:67648", + "issue:31633|issue:53714", + "issue:53591|issue:63033", + "issue:65297|issue:65443", + "issue:29552|issue:34610", + "issue:64839|issue:66833", + "issue:67806|issue:68059", + "issue:34243|issue:64581", + "issue:55807|issue:67806", + "issue:65064|issue:68215", + "issue:32665|issue:33671" + ], + "prepared_review_unit_hash": "6f7e6bab56c3e97c458bd5eb0e174db73d9ab0e7b02ef96ec16626b0fb630ff9", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 25, + "serialized_chars": 35567, + "estimated_input_tokens": 8892, + "estimated_eval_tokens": 18040 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This is not a true duplicate cluster: the items only share broad keywords like Telegram/Discord/agent/session, but the concrete failures, code paths, and affected subsystems differ. All soft edges should be rejected.", + "confidence": 0.97, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": null, + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:52484", + "right": "issue:66178", + "accept": false, + "reason": "Both mention malformed model output, but one is subagent handoff timeout JSON and the other is LM Studio/MemPalace MCP tool-block leakage; different root causes and paths." + }, + { + "left": "issue:67241", + "right": "issue:68776", + "accept": false, + "reason": "BlueBubbles attachment download failure on Node 22+ is unrelated to Discord ACP binding readiness hangs." + }, + { + "left": "issue:53871", + "right": "issue:55343", + "accept": false, + "reason": "Telegram channel config regression after upgrade is a different bug from losing conversation history between sessions." + }, + { + "left": "issue:53466", + "right": "issue:67314", + "accept": false, + "reason": "Expired Codex credential overwrite and misleading context-limit error from heartbeat model bleed are separate failures." + }, + { + "left": "issue:63449", + "right": "issue:67912", + "accept": false, + "reason": "Both involve memory/persistence, but one is a lost cron job after restart and the other is dreaming writing to the wrong file set." + }, + { + "left": "issue:30741", + "right": "issue:65790", + "accept": false, + "reason": "Discord attachment failure in the channel handler is not the same as Web UI image attachment upload failure." + }, + { + "left": "issue:35039", + "right": "issue:64292", + "accept": false, + "reason": "Telegram subagent spawning and sessions_spawn rejecting agentId are different spawn/validation bugs." + }, + { + "left": "issue:51794", + "right": "issue:53883", + "accept": false, + "reason": "SecretRef env resolution for Discord tokens is distinct from control-UI save-time SecretRef validation errors." + }, + { + "left": "issue:63212", + "right": "issue:64235", + "accept": false, + "reason": "Matrix user verification and Telegram sendMessage network failure are unrelated channel-specific issues." + }, + { + "left": "issue:65448", + "right": "issue:68120", + "accept": false, + "reason": "Both hit empty output, but one is Gemini/Vertex image handling and the other is OpenRouter chat completion rendering." + }, + { + "left": "issue:31273", + "right": "issue:33843", + "accept": false, + "reason": "NO_SESSION on claude --session is not the same as invalid acpx CLI syntax in sessions_spawn." + }, + { + "left": "issue:32633", + "right": "issue:67092", + "accept": false, + "reason": "Persisted null transcriptPath on restart and trailing leakage into assistant text are different code paths." + }, + { + "left": "issue:49059", + "right": "issue:64427", + "accept": false, + "reason": "Missing skill snapshot refresh after restart is unrelated to Slack dmHistoryLimit not being implemented." + }, + { + "left": "issue:48473", + "right": "issue:68120", + "accept": false, + "reason": "Plugin registry mismatch causing 404s is a different failure from empty assistant messages in main chat." + }, + { + "left": "issue:53547", + "right": "issue:67648", + "accept": false, + "reason": "Workspace bootstrap file loading and SKILL.md auto-execution/category mapping are related theme-wise but not the same bug." + }, + { + "left": "issue:31633", + "right": "issue:53714", + "accept": false, + "reason": "Default media roots vs image URL not passed to analysis tool are different Discord attachment issues." + }, + { + "left": "issue:53591", + "right": "issue:63033", + "accept": false, + "reason": "Moonshot-thinking tool-call compatibility and TTS webchat payload mismatch are unrelated." + }, + { + "left": "issue:65297", + "right": "issue:65443", + "accept": false, + "reason": "Telegram image-buffer delivery and Telegram voice-reply delivery are different message types and failure modes." + }, + { + "left": "issue:29552", + "right": "issue:34610", + "accept": false, + "reason": "A generic version mismatch is not the same as the multi-symptom gateway update regression described in 34610." + }, + { + "left": "issue:64839", + "right": "issue:66833", + "accept": false, + "reason": "Qwen/Bailian image handling after upgrade differs from OpenRouter/Qwen stream parsing of reasoning_details." + }, + { + "left": "issue:67806", + "right": "issue:68059", + "accept": false, + "reason": "Control UI render refresh bug and Playwright snapshot API incompatibility are different components." + }, + { + "left": "issue:55807", + "right": "issue:67806", + "accept": false, + "reason": "Discord ACP thread progress messages leaking into chat is unrelated to delayed rendering of sent messages in the control UI." + }, + { + "left": "issue:65064", + "right": "issue:68215", + "accept": false, + "reason": "Provider normalization/import side effects are unrelated to telemetry ID reinjection breaking mem0 config validation." + }, + { + "left": "issue:32665", + "right": "issue:33671", + "accept": false, + "reason": "Telegram partial-stream cleanup delay on Pi is not the same as PDF upload causing gateway hang." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 268, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:21097", + "issue:22003", + "issue:29367", + "issue:30300", + "issue:31671", + "issue:32430", + "issue:32638", + "issue:32976", + "issue:33053", + "issue:33476", + "issue:33549", + "issue:33671", + "issue:34540", + "issue:34979", + "issue:36620", + "issue:36651", + "issue:36987", + "issue:48479", + "issue:52677", + "issue:53558", + "issue:53876", + "issue:53879", + "issue:54613", + "issue:55816", + "issue:62272", + "issue:62875", + "issue:63572", + "issue:64292", + "issue:64418", + "issue:64978", + "issue:65517", + "issue:65528", + "issue:65600", + "issue:65875", + "issue:65915", + "issue:65997", + "issue:66635", + "issue:67107", + "issue:67192", + "issue:67193", + "issue:67834", + "issue:67901", + "issue:68190", + "issue:68378", + "issue:68409", + "issue:68513", + "issue:68643", + "issue:68823" + ], + "soft_pairs": [ + "issue:33671|issue:53879", + "issue:63572|issue:66635", + "issue:22003|issue:31671", + "issue:31671|issue:36987", + "issue:53876|issue:65915", + "issue:34979|issue:67192", + "issue:64978|issue:65528", + "issue:65997|issue:67901", + "issue:68643|issue:68823", + "issue:32430|issue:33053", + "issue:34540|issue:62875", + "issue:65517|issue:65600", + "issue:33549|issue:68190", + "issue:65875|issue:68513", + "issue:54613|issue:68378", + "issue:36620|issue:62272", + "issue:21097|issue:33476", + "issue:36651|issue:64292", + "issue:53558|issue:68409", + "issue:48479|issue:52677", + "issue:29367|issue:67107", + "issue:30300|issue:64418", + "issue:67193|issue:67834", + "issue:32430|issue:32976", + "issue:32638|issue:55816" + ], + "prepared_review_unit_hash": "bb08c1f0e7f99ee30f2f281aaabe3afe2099ed5c4dd6a977a7d9028f301d35b7", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 25, + "serialized_chars": 35375, + "estimated_input_tokens": 8844, + "estimated_eval_tokens": 17944 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Nearly all soft pairs are unrelated title-level matches and should stay separate. The only plausible duplicate is the openai-codex provider 403/base-URL pair; everything else spans distinct bugs, channels, or subsystems.", + "confidence": 0.92, + "canonical_issue_reason": "issue:67193 is the clearest representative of the only likely duplicate group: an openai-codex provider URL-resolution bug causing 403s. Its pair mate, issue:67834, looks like the same failure mode described with a different malformed endpoint.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:67193 is the best overall issue to anchor the cluster because it is the most direct, actionable description of the shared openai-codex endpoint bug. No PR is present.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:33671", + "right": "issue:53879", + "accept": false, + "reason": "Both are Telegram/media upload problems, but one is a gateway hang on PDF send while the other is a channel-unavailable error during filePath upload; different failure modes." + }, + { + "left": "issue:63572", + "right": "issue:66635", + "accept": false, + "reason": "Unrelated subsystems: migration-guide/workspace-path handling vs WhatsApp inline media sending." + }, + { + "left": "issue:22003", + "right": "issue:31671", + "accept": false, + "reason": "Both mention session/channel corruption, but one is auth 401s from context bleeding and the other is target-channel mutation in sessions_send; not the same bug." + }, + { + "left": "issue:31671", + "right": "issue:36987", + "accept": false, + "reason": "Different channel-routing bugs affecting different integrations and fields (target session channel vs deliveryContext.to)." + }, + { + "left": "issue:53876", + "right": "issue:65915", + "accept": false, + "reason": "Both are upgrade regressions, but one is Telegram channel configuration state and the other is Opik trace export; no shared code-path evidence." + }, + { + "left": "issue:34979", + "right": "issue:67192", + "accept": false, + "reason": "Both involve malformed model/tool output, but one is context truncation looping on bad tool blocks and the other is a Mistral stream-wrapper crash; not the same defect." + }, + { + "left": "issue:64978", + "right": "issue:65528", + "accept": false, + "reason": "Both are managed-browser issues, but one is startup false failure with DevTools already listening and the other is the process dying after spawn on macOS." + }, + { + "left": "issue:65997", + "right": "issue:67901", + "accept": false, + "reason": "Both touch plugin gating, but one is allowlist validation vs CLI help/plugin gating and the other is bundled subagents being blocked; different command paths." + }, + { + "left": "issue:68643", + "right": "issue:68823", + "accept": false, + "reason": "Completely different failures: OpenRouter base URL misconfiguration vs gateway deadlock on quota exhaustion." + }, + { + "left": "issue:32430", + "right": "issue:33053", + "accept": false, + "reason": "Both mention system messages, but one is a pipeline race preempting user interactions and the other is QQ Bot cron announce receiving only system messages." + }, + { + "left": "issue:34540", + "right": "issue:62875", + "accept": false, + "reason": "Different plugins and root causes: Discord plugin load failure vs Telegram bundled plugin missing src/ directory." + }, + { + "left": "issue:65517", + "right": "issue:65600", + "accept": false, + "reason": "Event-loop starvation in embedded sub-agent execution is unrelated to totalTokensFresh being stuck true after first response." + }, + { + "left": "issue:33549", + "right": "issue:68190", + "accept": false, + "reason": "Both involve dropped messages during activity, but one is gateway cleanup of orphaned user messages and the other is active tool execution without interrupt handling." + }, + { + "left": "issue:65875", + "right": "issue:68513", + "accept": false, + "reason": "Session model override reset on /new is unrelated to image attachment handling when the primary model lacks vision." + }, + { + "left": "issue:54613", + "right": "issue:68378", + "accept": false, + "reason": "Different channels and routing bugs: WhatsApp group delivery vs Discord-to-Feishu message misrouting." + }, + { + "left": "issue:36620", + "right": "issue:62272", + "accept": false, + "reason": "Test runner config failure is unrelated to a packaging/runtime missing-module update failure." + }, + { + "left": "issue:21097", + "right": "issue:33476", + "accept": false, + "reason": "Per-agent thinkingDefault config support is a feature request, not the same as per-turn model routing by recency/complexity." + }, + { + "left": "issue:36651", + "right": "issue:64292", + "accept": false, + "reason": "Agent tools not loading and sessions_spawn rejecting agentId are different authorization/loading problems." + }, + { + "left": "issue:53558", + "right": "issue:68409", + "accept": false, + "reason": "QMD memory-status accounting and ACP backend availability gating are unrelated." + }, + { + "left": "issue:48479", + "right": "issue:52677", + "accept": false, + "reason": "Different provider/API problems: Google Vertex auth selection vs Gemini built-in tool availability." + }, + { + "left": "issue:29367", + "right": "issue:67107", + "accept": false, + "reason": "Default subagent workspace inheritance is unrelated to an empty-placeholder issue title." + }, + { + "left": "issue:30300", + "right": "issue:64418", + "accept": false, + "reason": "Large-image upload stack overflow and repeated image resizing are distinct image-processing bugs." + }, + { + "left": "issue:67193", + "right": "issue:67834", + "accept": true, + "reason": "Same provider and same 403 symptom, both pointing to malformed openai-codex endpoint resolution/base-URL handling; one fix could plausibly address both." + }, + { + "left": "issue:32430", + "right": "issue:32976", + "accept": false, + "reason": "Both are output/message ordering bugs, but one is a system-message race and the other is final reply being replaced by tool output; not the same code path." + }, + { + "left": "issue:32638", + "right": "issue:55816", + "accept": false, + "reason": "Groq reasoning-effort validation and custom-provider API-key lookup failures are separate provider-specific issues." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "Grounded and conservative overall. The soft-edge rejections are supported by the packet titles, and the openai-codex pair is the only plausible duplicate candidate with matching provider/base-URL/403 symptoms." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 269, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:24173", + "issue:32622", + "issue:32739", + "issue:33671", + "issue:34415", + "issue:43680", + "issue:51056", + "issue:51716", + "issue:53174", + "issue:53317", + "issue:53322", + "issue:53705", + "issue:53745", + "issue:53849", + "issue:55343", + "issue:59162", + "issue:59370", + "issue:62574", + "issue:62875", + "issue:62967", + "issue:63465", + "issue:63811", + "issue:63831", + "issue:63834", + "issue:63997", + "issue:64244", + "issue:64250", + "issue:64534", + "issue:64665", + "issue:65102", + "issue:65448", + "issue:65559", + "issue:65875", + "issue:66077", + "issue:66254", + "issue:66280", + "issue:67136", + "issue:67261", + "issue:67314", + "issue:67491", + "issue:67726", + "issue:68013", + "issue:68172", + "issue:68183", + "issue:68190", + "issue:68245", + "issue:68410", + "issue:68851" + ], + "soft_pairs": [ + "issue:43680|issue:65875", + "issue:51056|issue:64534", + "issue:53174|issue:62967", + "issue:62574|issue:67726", + "issue:24173|issue:53849", + "issue:34415|issue:53705", + "issue:51716|issue:64665", + "issue:63465|issue:63831", + "issue:65448|issue:65559", + "issue:68245|issue:68410", + "issue:51056|issue:66254", + "issue:59370|issue:62875", + "issue:67136|issue:68183", + "issue:55343|issue:59162", + "issue:32739|issue:63811", + "issue:53317|issue:64250", + "issue:68190|issue:68851", + "issue:33671|issue:53745", + "issue:64244|issue:66280", + "issue:67261|issue:67314", + "issue:32622|issue:63997", + "issue:63834|issue:66077", + "issue:67491|issue:68172", + "issue:53322|issue:65102", + "issue:59370|issue:68013" + ], + "prepared_review_unit_hash": "1e3599b43e7826b44ea574a2ebc00ae0b053af5a2480f9c194b1f452e55098eb", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 25, + "serialized_chars": 35585, + "estimated_input_tokens": 8897, + "estimated_eval_tokens": 18050 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "These issues are broadly heterogeneous and do not collapse into a single duplicate cluster. The soft edges mostly connect superficially similar symptoms (restart loops, hangs, routing, silent drops) but point to different providers, features, or root causes, so they should be rejected.", + "confidence": 0.95, + "canonical_issue_reason": "No single canonical issue fits this set because the items span unrelated bugs across many subsystems and providers.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:53317 is the clearest standalone report in the set: specific startup-state corruption, reproducible behavior, and strong activity/inbound references. It is not a true cluster canonical, just the strongest individual issue.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:43680", + "right": "issue:65875", + "accept": false, + "reason": "Both involve model selection, but one is agent model config being ignored while the other is session override state not being cleared. Different layers and different failure modes." + }, + { + "left": "issue:51056", + "right": "issue:64534", + "accept": false, + "reason": "Different providers and different bugs: OpenRouter auth header missing vs openai-codex defaulting to the wrong API mode." + }, + { + "left": "issue:53174", + "right": "issue:62967", + "accept": false, + "reason": "ModelStudio tool-schema validation error and gpt-5-mini reasoning_effort incompatibility are unrelated provider-specific 400s." + }, + { + "left": "issue:62574", + "right": "issue:67726", + "accept": false, + "reason": "Provider registration problem vs TTS auto-trigger logic problem; not the same defect." + }, + { + "left": "issue:24173", + "right": "issue:53849", + "accept": false, + "reason": "24173 describes a concrete compaction/session-context loss bug; 53849 is an empty/unspecified bug entry, so there is no evidential match." + }, + { + "left": "issue:34415", + "right": "issue:53705", + "accept": false, + "reason": "Telegram PDF upload corruption and openclaw delete --force deleting the wrong files are different actions, components, and root causes." + }, + { + "left": "issue:51716", + "right": "issue:64665", + "accept": false, + "reason": "Signal SSE fetch failure on Node 24 and WhatsApp outbound media being dropped are separate provider-path regressions." + }, + { + "left": "issue:63465", + "right": "issue:63831", + "accept": false, + "reason": "Both mention dreaming/memory, but one is missing cron creation and the other is slot-ownership coupling. Related area, not the same bug." + }, + { + "left": "issue:65448", + "right": "issue:65559", + "accept": false, + "reason": "Gemini empty-output intermittency and webhook mention handling are unrelated subsystems with different symptoms." + }, + { + "left": "issue:68245", + "right": "issue:68410", + "accept": false, + "reason": "Active Memory hanging reply flow is not the same as timeoutMs being clamped to 60000; one is runtime blocking, the other config normalization." + }, + { + "left": "issue:51056", + "right": "issue:66254", + "accept": false, + "reason": "OpenRouter auth-header failure and WeCom reporting no token are different provider-specific auth/config problems." + }, + { + "left": "issue:59370", + "right": "issue:62875", + "accept": false, + "reason": "Both are packaging/runtime issues, but one is logging config require failure and the other is a Telegram bundle missing src/; not the same underlying bug." + }, + { + "left": "issue:67136", + "right": "issue:68183", + "accept": false, + "reason": "False write success and Docker CLI/Engine API mismatch are unrelated file-write vs sandbox-environment failures." + }, + { + "left": "issue:55343", + "right": "issue:59162", + "accept": false, + "reason": "Conversation history loss across sessions and expired approval IDs are distinct state-management bugs." + }, + { + "left": "issue:32739", + "right": "issue:63811", + "accept": false, + "reason": "Both are restart-loop reports, but they concern different integrations and different failure details; too broad to merge." + }, + { + "left": "issue:53317", + "right": "issue:64250", + "accept": false, + "reason": "OAuth token overwrite on startup is unrelated to context-limit reset/heartbeat bleed messaging." + }, + { + "left": "issue:68190", + "right": "issue:68851", + "accept": false, + "reason": "Both drop user input silently, but one is during tool execution/chat interrupts and the other is webchat image drag/drop/paste. Different code paths." + }, + { + "left": "issue:33671", + "right": "issue:53745", + "accept": false, + "reason": "Telegram PDF hang and gateway freeze after nested subagent activity are both freeze reports, but the triggering conditions and affected paths differ." + }, + { + "left": "issue:64244", + "right": "issue:66280", + "accept": false, + "reason": "Both are routing problems, but MiniMax image routing bypass and x-openclaw-model override 500s involve different mechanisms and endpoints." + }, + { + "left": "issue:67261", + "right": "issue:67314", + "accept": false, + "reason": "Venice response parsing crash and misleading context-limit error from heartbeat bleed are different bugs." + }, + { + "left": "issue:32622", + "right": "issue:63997", + "accept": false, + "reason": "No shared bug signal; one is a concrete content-inspection 400, the other is an empty issue entry." + }, + { + "left": "issue:63834", + "right": "issue:66077", + "accept": false, + "reason": "Security audit false hash warning and memory embedding provider lookup failure are unrelated." + }, + { + "left": "issue:67491", + "right": "issue:68172", + "accept": false, + "reason": "Both are image-tool-related, but one is URL-to-base64 conversion before MiniMax VL and the other is Gemini vision capability detection. Different providers and fixes." + }, + { + "left": "issue:53322", + "right": "issue:65102", + "accept": false, + "reason": "Browser tool execution timing regression and inline Python security gating are distinct tool-execution issues." + }, + { + "left": "issue:59370", + "right": "issue:68013", + "accept": false, + "reason": "Bundled config require failure and undefined startsWith runtime error are unrelated failure modes." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 270, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:17731", + "issue:26322", + "issue:30202", + "issue:31043", + "issue:32189", + "issue:33272", + "issue:33527", + "issue:34253", + "issue:34353", + "issue:35975", + "issue:36134", + "issue:45645", + "issue:50537", + "issue:51189", + "issue:53390", + "issue:53547", + "issue:53912", + "issue:55816", + "issue:56982", + "issue:58760", + "issue:63759", + "issue:63937", + "issue:64465", + "issue:64581", + "issue:64676", + "issue:65067", + "issue:65078", + "issue:65157", + "issue:65218", + "issue:65564", + "issue:65721", + "issue:65949", + "issue:66522", + "issue:66533", + "issue:66561", + "issue:67088", + "issue:67097", + "issue:67158", + "issue:67199", + "issue:67357", + "issue:67422", + "issue:67756", + "issue:67908", + "issue:68139", + "issue:68163", + "issue:68229", + "issue:68656", + "issue:68823" + ], + "soft_pairs": [ + "issue:66561|issue:67199", + "issue:34353|issue:63759", + "issue:65078|issue:65564", + "issue:65067|issue:67097", + "issue:32189|issue:64465", + "issue:33272|issue:55816", + "issue:65949|issue:67088", + "issue:68163|issue:68656", + "issue:53912|issue:67908", + "issue:53390|issue:68139", + "issue:67422|issue:68823", + "issue:26322|issue:67158", + "issue:66522|issue:68229", + "issue:50537|issue:63937", + "issue:30202|issue:66533", + "issue:34253|issue:51189", + "issue:58760|issue:67357", + "issue:17731|issue:36134", + "issue:31043|issue:33527", + "issue:35975|issue:65157", + "issue:45645|issue:56982", + "issue:65218|issue:67756", + "issue:53547|issue:64581", + "issue:64676|issue:65721" + ], + "prepared_review_unit_hash": "f8188fdf00025ce249571457fd3cad936268feeee8ed679c049ffb06e1bff68b", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 35483, + "estimated_input_tokens": 8871, + "estimated_eval_tokens": 17998 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "The soft pairs are mostly superficial text matches; they span different products, platforms, and failure modes, so none look like true duplicates. Best standalone report is #63937 because it has a precise crash path and broad impact.", + "confidence": 0.93, + "canonical_issue_reason": "No clear duplicate cluster here; the items are heterogeneous. If a representative issue must be chosen, #63937 is the strongest standalone report because it describes a specific SecretRef-related crash with clear scope.", + "canonical_pr_reason": null, + "best_issue_reason": "#63937 is the most triage-worthy standalone issue: concrete failure mode, reproducible crash, and high impact across agent/* commands.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:66561", + "right": "issue:67199", + "accept": false, + "reason": "Both mention embedded execution, but one is an SSE/timeout abort and the other is thinkingDefault propagation. Different root causes." + }, + { + "left": "issue:34353", + "right": "issue:63759", + "accept": false, + "reason": "Different platforms and behaviors: Discord requireMention gating vs Telegram typing indicator timing." + }, + { + "left": "issue:65078", + "right": "issue:65564", + "accept": false, + "reason": "One is Telegram transcript visibility after upgrade; the other is sessionId rotation reusing an old transcript file." + }, + { + "left": "issue:65067", + "right": "issue:67097", + "accept": false, + "reason": "Windows onboard failure vs bundled plugins bypassing onboard model manifest lifecycle; unrelated bugs." + }, + { + "left": "issue:32189", + "right": "issue:64465", + "accept": false, + "reason": "Discord model misreport vs an empty-titled issue; no evidence of the same bug." + }, + { + "left": "issue:33272", + "right": "issue:55816", + "accept": false, + "reason": "Unsupported reasoning_effort payloads vs missing API key after upgrade; distinct provider issues." + }, + { + "left": "issue:65949", + "right": "issue:67088", + "accept": false, + "reason": "Discord browser-capability state vs macOS SSH env false 'No GUI detected'; different surfaces and causes." + }, + { + "left": "issue:68163", + "right": "issue:68656", + "accept": false, + "reason": "OpenRouter silence on fresh install vs slow Windows startup before plugin registration; not the same bug." + }, + { + "left": "issue:53912", + "right": "issue:67908", + "accept": false, + "reason": "Gateway restart-loop in Docker vs package resolution failure in docker binary distribution; separate issues." + }, + { + "left": "issue:53390", + "right": "issue:68139", + "accept": false, + "reason": "Browser snapshot viewport bug vs broken localized docs links; unrelated." + }, + { + "left": "issue:67422", + "right": "issue:68823", + "accept": false, + "reason": "Webchat realtime streaming issue vs quota-exhaustion deadlock across sessions/channels; different failure modes." + }, + { + "left": "issue:26322", + "right": "issue:67158", + "accept": false, + "reason": "OAuth refresh race/failover vs ChatGPT/Codex model rejection over OAuth; different auth problems." + }, + { + "left": "issue:66522", + "right": "issue:68229", + "accept": false, + "reason": "Both concern session history loss, but one is rebuild on gateway restart and the other is cache-ttl replacement; different triggers/mechanisms." + }, + { + "left": "issue:50537", + "right": "issue:63937", + "accept": false, + "reason": "Both involve SecretRef handling, but Discord doctor crashes and Slack plugin eager resolution are different code paths." + }, + { + "left": "issue:30202", + "right": "issue:66533", + "accept": false, + "reason": "WebChat refresh leaking heartbeat/system entries vs session selector relabeling the main session as heartbeat; related area, different bug." + }, + { + "left": "issue:34253", + "right": "issue:51189", + "accept": false, + "reason": "Same Feishu integration area, but peer.match routing failure and missing agent_end event are distinct defects." + }, + { + "left": "issue:58760", + "right": "issue:67357", + "accept": false, + "reason": "Discord startup crash vs Discord file-sending bugs; not the same underlying issue." + }, + { + "left": "issue:17731", + "right": "issue:36134", + "accept": false, + "reason": "Slack thread context preservation vs subagent model fallback on Gemini; different functionality." + }, + { + "left": "issue:31043", + "right": "issue:33527", + "accept": false, + "reason": "Approval ID mismatch vs tool profile reporting mismatch; unrelated." + }, + { + "left": "issue:35975", + "right": "issue:65157", + "accept": false, + "reason": "Third-party relay thinking-mode failure vs claude-cli provider hook dispatch failure; separate bugs." + }, + { + "left": "issue:45645", + "right": "issue:56982", + "accept": false, + "reason": "Linux install divergence vs trusted-proxy doctor gateway error; different subsystems." + }, + { + "left": "issue:65218", + "right": "issue:67756", + "accept": false, + "reason": "Heartbeat reserveTokens precheck bug vs cron routing ignoring ollama prefix; unrelated." + }, + { + "left": "issue:53547", + "right": "issue:64581", + "accept": false, + "reason": "Workspace bootstrap loading vs SSH sandbox workspace injection; both mention workspace, but different failure points." + }, + { + "left": "issue:64676", + "right": "issue:65721", + "accept": false, + "reason": "Gateway config persistence vs agents modifying config destructively; distinct problems." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 271, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:17731", + "issue:17924", + "issue:30923", + "issue:31293", + "issue:33263", + "issue:34449", + "issue:35300", + "issue:35763", + "issue:35796", + "issue:39549", + "issue:43767", + "issue:45645", + "issue:52766", + "issue:53871", + "issue:53878", + "issue:53928", + "issue:57066", + "issue:62678", + "issue:64407", + "issue:64973", + "issue:65184", + "issue:65517", + "issue:65584", + "issue:65663", + "issue:65915", + "issue:65971", + "issue:66260", + "issue:66306", + "issue:66424", + "issue:66679", + "issue:66957", + "issue:66958", + "issue:67056", + "issue:67122", + "issue:67135", + "issue:67335", + "issue:67473", + "issue:67667", + "issue:67670", + "issue:67798", + "issue:67803", + "issue:67834", + "issue:68254", + "issue:68326", + "issue:68466", + "issue:68634", + "issue:68643" + ], + "soft_pairs": [ + "issue:67135|issue:67667", + "issue:45645|issue:65184", + "issue:53928|issue:68326", + "issue:31293|issue:33263", + "issue:35796|issue:64407", + "issue:34449|issue:65971", + "issue:35300|issue:43767", + "issue:30923|issue:67798", + "issue:66260|issue:66957", + "issue:53871|issue:65915", + "issue:65584|issue:66679", + "issue:66306|issue:67803", + "issue:68466|issue:68643", + "issue:57066|issue:66958", + "issue:65663|issue:66424", + "issue:33263|issue:62678", + "issue:53878|issue:67335", + "issue:65517|issue:67473", + "issue:39549|issue:64973", + "issue:67670|issue:67834", + "issue:35763|issue:68634", + "issue:52766|issue:68254", + "issue:17731|issue:67056", + "issue:17924|issue:67122" + ], + "prepared_review_unit_hash": "ebf6146c0fe59c8ee590e77372e4e0a57991ecc30a17a5809c9ba94b75c82107", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 24, + "serialized_chars": 35335, + "estimated_input_tokens": 8834, + "estimated_eval_tokens": 17924 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Mostly unrelated issues with a few broad thematic overlaps. The strongest context/accounting pair is related but not strong enough to treat as a duplicate here; no PRs are present.", + "confidence": 0.79, + "canonical_issue_reason": "issue:67135 is the broadest and most representative open report in the context/session-accounting area, so it is the best canonical issue for that theme even though the overlap with issue:67667 is only related, not duplicate-level.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:67135 is the best global representative because it is broader and open, and it sits at the center of the only plausible theme in the packet (session/context token accounting).", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:67135", + "right": "issue:67667", + "accept": false, + "reason": "Both concern context/token accounting, but the packet only shows different symptoms. That is related, not enough to conclude the same underlying bug." + }, + { + "left": "issue:45645", + "right": "issue:65184", + "accept": false, + "reason": "Both involve Linux install/update paths, but the failure modes differ: split installs vs missing systemd unit on migrated root installs." + }, + { + "left": "issue:53928", + "right": "issue:68326", + "accept": false, + "reason": "Both mention Bedrock/sub-agent behavior, but one is credential loading in embedded runs and the other is default-provider selection." + }, + { + "left": "issue:31293", + "right": "issue:33263", + "accept": false, + "reason": "Internal hook firing and duplicate assistant replies are different symptoms and likely different code paths." + }, + { + "left": "issue:35796", + "right": "issue:64407", + "accept": false, + "reason": "Both are Windows onboarding/connectivity complaints, but the concrete failures are different." + }, + { + "left": "issue:34449", + "right": "issue:65971", + "accept": false, + "reason": "Both describe processing stalls, but the triggers and runtime contexts are not specific enough to unify them." + }, + { + "left": "issue:35300", + "right": "issue:43767", + "accept": false, + "reason": "Heartbeat delivery to Feishu and heartbeat lightContext/session-history loading are unrelated bugs." + }, + { + "left": "issue:30923", + "right": "issue:67798", + "accept": false, + "reason": "Both involve openai-codex/provider failures, but the root causes differ: routing/payload vs OAuth/Cloudflare rejection." + }, + { + "left": "issue:66260", + "right": "issue:66957", + "accept": false, + "reason": "Agent harness activation and provider-discovery delay are distinct startup problems." + }, + { + "left": "issue:53871", + "right": "issue:65915", + "accept": false, + "reason": "These are unrelated upgrade regressions affecting different subsystems." + }, + { + "left": "issue:65584", + "right": "issue:66679", + "accept": false, + "reason": "Cron exit hanging and chat-triggered tools not executing are different runtime issues." + }, + { + "left": "issue:66306", + "right": "issue:67803", + "accept": false, + "reason": "A stuck health-check UI and a run staying active after response delivery are separate lifecycle bugs." + }, + { + "left": "issue:68466", + "right": "issue:68643", + "accept": false, + "reason": "Dropped URL-containing messages after upgrade and wrong OpenRouter base URL are different defects." + }, + { + "left": "issue:57066", + "right": "issue:66958", + "accept": false, + "reason": "OpenRouter alias resolution and Telegram command-menu clearing do not share the same underlying issue." + }, + { + "left": "issue:65663", + "right": "issue:66424", + "accept": false, + "reason": "Both are auth/response failures, but the concrete causes are different." + }, + { + "left": "issue:33263", + "right": "issue:62678", + "accept": false, + "reason": "Duplicate assistant replies and unexpected text content are unrelated." + }, + { + "left": "issue:53878", + "right": "issue:67335", + "accept": false, + "reason": "Both involve macOS LaunchAgent management, but the specific breakage differs." + }, + { + "left": "issue:65517", + "right": "issue:67473", + "accept": false, + "reason": "Event-loop starvation and auto-compaction not firing are different embedded-runner bugs." + }, + { + "left": "issue:39549", + "right": "issue:64973", + "accept": false, + "reason": "Device signature reporting and macOS Talk Mode token mismatch are unrelated." + }, + { + "left": "issue:67670", + "right": "issue:67834", + "accept": false, + "reason": "Both mention openai-codex and Cloudflare, but one is a proxy JS challenge and the other is a bad base URL/empty models issue." + }, + { + "left": "issue:35763", + "right": "issue:68634", + "accept": false, + "reason": "Both touch approvals/pairing, but the specific failure modes are different." + }, + { + "left": "issue:52766", + "right": "issue:68254", + "accept": false, + "reason": "Gateway WebSocket timeout and Telegram Native Approvals pairing failure are both loopback/deployment issues, but not the same code-path problem." + }, + { + "left": "issue:17731", + "right": "issue:67056", + "accept": false, + "reason": "Slack thread context preservation and image-runtime header preservation are unrelated." + }, + { + "left": "issue:17924", + "right": "issue:67122", + "accept": false, + "reason": "Sandboxed-agent skill path translation and media-path blacklist enforcement are different path-handling bugs." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "The summary is mostly cautious, but the accepted soft-edge pair is too strong for the evidence in the packet. `issue:67135` and `issue:67667` are both about context/token accounting, yet the packet only shows different symptoms from the titles and does not ground a claim that they are the same bug. For this review, that pair should be treated as at most a plausible related issue, not an accepted duplicate. No PR-pair mergeability concerns apply because there are no PRs." + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 272, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:19598", + "issue:24662", + "issue:26103", + "issue:28222", + "issue:28423", + "issue:29367", + "issue:29809", + "issue:30242", + "issue:30314", + "issue:30320", + "issue:30818", + "issue:30833", + "issue:30908", + "issue:30971", + "issue:30981", + "issue:31486", + "issue:31514", + "issue:31544", + "issue:31710", + "issue:32245", + "issue:32678", + "issue:32712", + "issue:33043", + "issue:33179", + "issue:33456", + "issue:34331", + "issue:34472", + "issue:34631", + "issue:35859", + "issue:35860", + "issue:36882", + "issue:37315", + "issue:44610", + "issue:52039", + "issue:53354", + "issue:53643", + "issue:63219", + "issue:63992", + "issue:63997", + "issue:64202", + "issue:64341", + "issue:64385", + "issue:64524", + "issue:65974", + "issue:66409", + "issue:66708", + "issue:67026", + "issue:68028" + ], + "soft_pairs": [ + "issue:19598|issue:63219", + "issue:24662|issue:36882", + "issue:24662|issue:37315", + "issue:26103|issue:34472", + "issue:28222|issue:53643", + "issue:28423|issue:34631", + "issue:29367|issue:52039", + "issue:29809|issue:66409", + "issue:30242|issue:64341", + "issue:30314|issue:44610", + "issue:30320|issue:68028", + "issue:30818|issue:33179", + "issue:30818|issue:53354", + "issue:30833|issue:67026", + "issue:30908|issue:33456", + "issue:30971|issue:35859", + "issue:30981|issue:65974", + "issue:31486|issue:64524", + "issue:31514|issue:35860", + "issue:31544|issue:63992", + "issue:31710|issue:34331", + "issue:32245|issue:66708", + "issue:32678|issue:63997", + "issue:32712|issue:64202", + "issue:33043|issue:64385" + ], + "prepared_review_unit_hash": "bf556d1c7ca80b18398834cd9726149631e5607b9cd289879ad58a5164e63ccd", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 25, + "serialized_chars": 34689, + "estimated_input_tokens": 8673, + "estimated_eval_tokens": 17602 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "The cluster is highly heterogeneous and does not show a single underlying bug/change. All soft duplicate candidates are rejected as they span unrelated subsystems or only share broad symptoms like \u201cduplicate messages\u201d or \u201cimage handling.\u201d", + "confidence": 0.92, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": null, + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:19598", + "right": "issue:63219", + "accept": false, + "reason": "Feature request for Slack thread support is unrelated to the separate \"Mythos\" feature issue." + }, + { + "left": "issue:24662", + "right": "issue:36882", + "accept": false, + "reason": "Webchat image-paste delivery bug is not the same as exposing heartbeat prompts to users." + }, + { + "left": "issue:24662", + "right": "issue:37315", + "accept": false, + "reason": "Image-paste not sent to agent and cron delivered-status false positive are different failure modes." + }, + { + "left": "issue:26103", + "right": "issue:34472", + "accept": false, + "reason": "Both involve Google APIs, but one is provider rate-limit handling and the other is request-field incompatibility." + }, + { + "left": "issue:28222", + "right": "issue:53643", + "accept": false, + "reason": "Broken diagnostics-otel plugin and unstable skills list in Control UI are unrelated issues." + }, + { + "left": "issue:28423", + "right": "issue:34631", + "accept": false, + "reason": "Stale LaunchAgent entrypoint after update is unrelated to LINE webhook 404s." + }, + { + "left": "issue:29367", + "right": "issue:52039", + "accept": false, + "reason": "Subagent workspace inheritance bug is unrelated to the dialogue box punctuation complaint." + }, + { + "left": "issue:29809", + "right": "issue:66409", + "accept": false, + "reason": "Control UI origin rejection is not the same as the Chinese-language frequent-chat UI complaint." + }, + { + "left": "issue:30242", + "right": "issue:64341", + "accept": false, + "reason": "Thread-bound subagent \"no_active_run\" is a specific Discord issue; the other issue has no evidence of the same bug." + }, + { + "left": "issue:30314", + "right": "issue:44610", + "accept": false, + "reason": "Feishu cron group delivery bug and session stop after prompt-error are different code paths." + }, + { + "left": "issue:30320", + "right": "issue:68028", + "accept": false, + "reason": "Gateway wizard restart overwriting config is unrelated to Tavily SecretRef runtime validation failure." + }, + { + "left": "issue:30818", + "right": "issue:33179", + "accept": false, + "reason": "Both mention images in the UI, but one is paste upload to backend and the other is historical image reprocessing on session history." + }, + { + "left": "issue:30818", + "right": "issue:53354", + "accept": false, + "reason": "Image upload failure and slash-command interception are different webchat behaviors." + }, + { + "left": "issue:30833", + "right": "issue:67026", + "accept": false, + "reason": "CLI command registration failure via node dist/index.js is not the same as plugin-loading crashes in management commands." + }, + { + "left": "issue:30908", + "right": "issue:33456", + "accept": false, + "reason": "Duplicate plugin-id warning on restart and Feishu bot-info refetch after preflight are different startup issues." + }, + { + "left": "issue:30971", + "right": "issue:35859", + "accept": false, + "reason": "Telegram streaming disappearance and webchat forwarding to Telegram are unrelated symptoms." + }, + { + "left": "issue:30981", + "right": "issue:65974", + "accept": false, + "reason": "Signal group admin-setting bug is unrelated to the empty-title placeholder issue." + }, + { + "left": "issue:31486", + "right": "issue:64524", + "accept": false, + "reason": "Image tool custom-provider support and gateway exit on expired Claude auth are different provider/startup problems." + }, + { + "left": "issue:31514", + "right": "issue:35860", + "accept": false, + "reason": "Slack DM duplicate replies via reply_to_current and WebChat response multiplication are separate duplicate-message bugs in different channels." + }, + { + "left": "issue:31544", + "right": "issue:63992", + "accept": false, + "reason": "Poor warning text for unconfigured API key is unrelated to hardcoded DEFAULT_AGENT_ID in session-key writes." + }, + { + "left": "issue:31710", + "right": "issue:34331", + "accept": false, + "reason": "Discord provider restarts causing duplicates and TUI duplicate rendering after reconnect are different layers and likely different causes." + }, + { + "left": "issue:32245", + "right": "issue:66708", + "accept": false, + "reason": "Vertex embedded-run null-object failure is unrelated to Active Memory slowdown/termination." + }, + { + "left": "issue:32678", + "right": "issue:63997", + "accept": false, + "reason": "Feishu binding misrouting is unrelated to the empty bug report." + }, + { + "left": "issue:32712", + "right": "issue:64202", + "accept": false, + "reason": "Feishu quoted-card retrieval failure and Control UI CSS clipping are unrelated." + }, + { + "left": "issue:33043", + "right": "issue:64385", + "accept": false, + "reason": "Feishu TTS truncation and config file truncation are different truncation bugs affecting different paths." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 273, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:33048", + "issue:33120", + "issue:33157", + "issue:33272", + "issue:33451", + "issue:33527", + "issue:33639", + "issue:33880", + "issue:34111", + "issue:34253", + "issue:34308", + "issue:34415", + "issue:34472", + "issue:34528", + "issue:34582", + "issue:34621", + "issue:34992", + "issue:35023", + "issue:35039", + "issue:35181", + "issue:35227", + "issue:35476", + "issue:35560", + "issue:35655", + "issue:36056", + "issue:36410", + "issue:36838", + "issue:36987", + "issue:37028", + "issue:37457", + "issue:37564", + "issue:38826", + "issue:44610", + "issue:51175", + "issue:52488", + "issue:53523", + "issue:53547", + "issue:53917", + "issue:53982", + "issue:62967", + "issue:63611", + "issue:64707", + "issue:66637", + "issue:67629", + "issue:67858", + "issue:67919", + "issue:68696" + ], + "soft_pairs": [ + "issue:33048|issue:53547", + "issue:33120|issue:33639", + "issue:33157|issue:51175", + "issue:33272|issue:62967", + "issue:33451|issue:67919", + "issue:33527|issue:52488", + "issue:33639|issue:34621", + "issue:33880|issue:35655", + "issue:34111|issue:68696", + "issue:34253|issue:36987", + "issue:34308|issue:44610", + "issue:34415|issue:35227", + "issue:34472|issue:34528", + "issue:34582|issue:53982", + "issue:34992|issue:35181", + "issue:35023|issue:35039", + "issue:35476|issue:63611", + "issue:35560|issue:64707", + "issue:35655|issue:38826", + "issue:36056|issue:66637", + "issue:36410|issue:67858", + "issue:36838|issue:67629", + "issue:37028|issue:53917", + "issue:37457|issue:53547", + "issue:37564|issue:53523" + ], + "prepared_review_unit_hash": "c6fd73b3653620a35f1e4ce39ee3faacb15196ee2de01c5e507f64d29c439763", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 25, + "serialized_chars": 34251, + "estimated_input_tokens": 8563, + "estimated_eval_tokens": 17382 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "The candidate duplicate edges are all weak and mostly connect unrelated bugs that only share a broad subsystem or keyword. No PRs are present, and there is no clear canonical issue among these heterogeneous reports.", + "confidence": 0.97, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": null, + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:33048", + "right": "issue:53547", + "accept": false, + "reason": "SQLite binding regression vs workspace bootstrap-file loading; unrelated failure modes." + }, + { + "left": "issue:33120", + "right": "issue:33639", + "accept": false, + "reason": "Both are UI display bugs, but one is model selector state and the other is version labeling; different code paths." + }, + { + "left": "issue:33157", + "right": "issue:51175", + "accept": false, + "reason": "Token-missing redirect in Web UI vs OAuth 403 unsupported_country_region_territory; different auth problems." + }, + { + "left": "issue:33272", + "right": "issue:62967", + "accept": false, + "reason": "Both mention reasoning_effort, but one is custom-provider passthrough to unsupported endpoints and the other is a model-specific 400 on none." + }, + { + "left": "issue:33451", + "right": "issue:67919", + "accept": false, + "reason": "Legacy cron migration on load vs wiki bridge CLI plugin loading; no shared underlying bug." + }, + { + "left": "issue:33527", + "right": "issue:52488", + "accept": false, + "reason": "Tool-schema reporting mismatch vs missing operator.read scope; unrelated issues." + }, + { + "left": "issue:33639", + "right": "issue:34621", + "accept": false, + "reason": "Version display bug vs doctor warning wording; not the same defect." + }, + { + "left": "issue:33880", + "right": "issue:35655", + "accept": false, + "reason": "WhatsApp session spawning vs Telegram delivery-notification leakage; different channels and behavior." + }, + { + "left": "issue:34111", + "right": "issue:68696", + "accept": false, + "reason": "Nextcloud webhook omission vs empty placeholder issue title; no evidence of duplication." + }, + { + "left": "issue:34253", + "right": "issue:36987", + "accept": false, + "reason": "Feishu routing/binding failure vs reply-address formatting error; same integration, different concrete bug." + }, + { + "left": "issue:34308", + "right": "issue:44610", + "accept": false, + "reason": "Telegram inter-session reply routing vs session halting after prompt-error aborted; distinct session lifecycle failures." + }, + { + "left": "issue:34415", + "right": "issue:35227", + "accept": false, + "reason": "Discord file corruption on upload vs large model unresponsiveness/message loss; unrelated." + }, + { + "left": "issue:34472", + "right": "issue:34528", + "accept": false, + "reason": "Google API field incompatibility vs Feishu reaction message_id suffix 400s; unrelated endpoints and causes." + }, + { + "left": "issue:34582", + "right": "issue:53982", + "accept": false, + "reason": "WhatsApp UI/terminal delivery quirk vs Nextcloud Talk feature gating; not the same problem." + }, + { + "left": "issue:34992", + "right": "issue:35181", + "accept": false, + "reason": "Missing node:sqlite despite better-sqlite3 vs missing prebuilt GPU binary; both native-install related but different packages and failures." + }, + { + "left": "issue:35023", + "right": "issue:35039", + "accept": false, + "reason": "Thinking-block replay bug on turn 2 vs Telegram subagent spawning failure; different code paths." + }, + { + "left": "issue:35476", + "right": "issue:63611", + "accept": false, + "reason": "Ambiguous model selection across providers vs selection reverting to default on next Telegram message; different UI/state issues." + }, + { + "left": "issue:35560", + "right": "issue:64707", + "accept": false, + "reason": "Doctor injecting orphan config keys vs Feishu default account auto-creation; different config bugs." + }, + { + "left": "issue:35655", + "right": "issue:38826", + "accept": false, + "reason": "Failed delivery notifications leaking to group chats vs TTS NO_REPLY/internal token leakage; both leaks, but not the same content or path." + }, + { + "left": "issue:36056", + "right": "issue:66637", + "accept": false, + "reason": "Gateway origin-check rejection vs macOS remote browser-proxy failure; unrelated access problems." + }, + { + "left": "issue:36410", + "right": "issue:67858", + "accept": false, + "reason": "Provider sticking during retry loop vs fallback model persisting as sticky override; related area, but not clearly the same bug." + }, + { + "left": "issue:36838", + "right": "issue:67629", + "accept": false, + "reason": "Model-catalog feature request vs cron status identifier feature; unrelated enhancements." + }, + { + "left": "issue:37028", + "right": "issue:53917", + "accept": false, + "reason": "Feishu duplicate registration crash vs missing mediaLocalRoots in sendMediaFeishu; different Feishu bugs." + }, + { + "left": "issue:37457", + "right": "issue:53547", + "accept": false, + "reason": "State-dir path ignored for auto-created agent dirs vs workspace bootstrap files not loaded; separate path-resolution issues." + }, + { + "left": "issue:37564", + "right": "issue:53523", + "accept": false, + "reason": "Feishu dispatch log oddity vs Matrix gateway BUS crash; no shared underlying defect." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 274, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:37579", + "issue:39549", + "issue:43419", + "issue:49071", + "issue:50161", + "issue:51099", + "issue:51111", + "issue:51123", + "issue:51511", + "issue:51569", + "issue:52173", + "issue:52463", + "issue:52605", + "issue:53162", + "issue:53174", + "issue:53317", + "issue:53480", + "issue:53621", + "issue:53628", + "issue:53735", + "issue:53824", + "issue:53879", + "issue:53927", + "issue:55807", + "issue:57055", + "issue:57542", + "issue:58384", + "issue:59257", + "issue:63211", + "issue:63516", + "issue:63877", + "issue:64496", + "issue:64821", + "issue:65045", + "issue:65341", + "issue:65375", + "issue:65600", + "issue:66674", + "issue:66885", + "issue:67028", + "issue:67438", + "issue:67937", + "issue:67984", + "issue:68222", + "issue:68326", + "issue:68373", + "issue:68632", + "issue:68823" + ], + "soft_pairs": [ + "issue:37579|issue:67028", + "issue:39549|issue:65045", + "issue:43419|issue:67984", + "issue:49071|issue:63877", + "issue:50161|issue:68632", + "issue:51099|issue:51569", + "issue:51111|issue:67438", + "issue:51123|issue:53879", + "issue:51511|issue:52463", + "issue:51511|issue:68326", + "issue:52173|issue:53174", + "issue:52605|issue:65375", + "issue:53162|issue:67937", + "issue:53317|issue:68373", + "issue:53480|issue:68823", + "issue:53621|issue:53824", + "issue:53628|issue:65341", + "issue:53735|issue:68222", + "issue:53824|issue:63211", + "issue:53927|issue:64496", + "issue:53927|issue:64821", + "issue:55807|issue:66885", + "issue:57055|issue:65341", + "issue:57542|issue:63516", + "issue:58384|issue:66674", + "issue:59257|issue:65600" + ], + "prepared_review_unit_hash": "872fc58e187fd45a3ee5598382f67bd22a84a0a9c80235b7bf206efff0f92656", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 26, + "serialized_chars": 35526, + "estimated_input_tokens": 8882, + "estimated_eval_tokens": 18020 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This set looks like a grab bag of unrelated bug reports rather than one duplicate cluster. The soft pairs mostly share broad words (e.g. OAuth, QR, webhook, cron, install) but not the same concrete failure mode or code path.", + "confidence": 0.91, + "canonical_issue_reason": "No single issue is a clear canonical duplicate target for the whole set; if one representative is needed, issue 53317 is the strongest standalone bug report because it is specific, reproducible, and well-scoped.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 53317 is the best overall issue candidate: it has a concrete regression description, clear symptom ('fresh OAuth token overwritten with stale cached state on startup'), and strong triage value.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:37579", + "right": "issue:67028", + "accept": false, + "reason": "Both mention message loss/compaction-like symptoms, but one is about compaction safeguard triggering loss and the other is a WebChat display glitch; insufficient evidence they are the same underlying bug." + }, + { + "left": "issue:39549", + "right": "issue:65045", + "accept": false, + "reason": "Unrelated problems: device signature/dashboard report vs OpenAI Codex OAuth invalid_scope on macOS." + }, + { + "left": "issue:43419", + "right": "issue:67984", + "accept": false, + "reason": "Both are npm install failures, but one is a missing-Git/git-sourced dependency issue while the other is a version-specific install failure with no shared concrete root cause." + }, + { + "left": "issue:49071", + "right": "issue:63877", + "accept": false, + "reason": "Different domains and failure modes: duplicate workspaces vs Firecrawl HTTP search failure." + }, + { + "left": "issue:50161", + "right": "issue:68632", + "accept": false, + "reason": "Both involve SecretRefs, but one is doctor failing on exec SecretRefs with a resolved snapshot and the other is agents list on non-default install; not clearly the same bug." + }, + { + "left": "issue:51099", + "right": "issue:51569", + "accept": false, + "reason": "Sandbox image missing python3 is unrelated to OAuth proxy handling." + }, + { + "left": "issue:51111", + "right": "issue:67438", + "accept": false, + "reason": "Both are QR-login related, but they affect different channels (WhatsApp vs Feishu) and have different symptoms/root causes." + }, + { + "left": "issue:51123", + "right": "issue:53879", + "accept": false, + "reason": "Image-analysis MiniMax API 400 error is unrelated to Telegram media upload channel availability." + }, + { + "left": "issue:51511", + "right": "issue:52463", + "accept": false, + "reason": "Custom-agent hijacking and compaction UI leakage are both session/UI issues, but they are not the same underlying defect." + }, + { + "left": "issue:51511", + "right": "issue:68326", + "accept": false, + "reason": "Different problems: support assistant session hijack vs sub-agent provider defaulting to Bedrock." + }, + { + "left": "issue:52173", + "right": "issue:53174", + "accept": false, + "reason": "Both involve provider handling, but one is model switcher prefix concatenation and the other is a /btw tool schema error with ModelStudio." + }, + { + "left": "issue:52605", + "right": "issue:65375", + "accept": false, + "reason": "Both are webhook delivery issues, but they affect different integrations and different breakages (404 route vs blocked 200 response)." + }, + { + "left": "issue:53162", + "right": "issue:67937", + "accept": false, + "reason": "WhatsApp cron delivery/listener failure is unrelated to sequential probe timeouts across many accounts." + }, + { + "left": "issue:53317", + "right": "issue:68373", + "accept": false, + "reason": "Both mention cached/restore/startup regressions, but one is OAuth token state overwrite and the other is plugin restore dropping memory capability; different code paths." + }, + { + "left": "issue:53480", + "right": "issue:68823", + "accept": false, + "reason": "Discord session thinking-level regression is unrelated to quota-exhaustion deadlock." + }, + { + "left": "issue:53621", + "right": "issue:53824", + "accept": false, + "reason": "Both mention unknown channel resolution, but one is Discord allowFrom/sandbox explain and the other is isolated cron delivery after gateway restart; not enough to merge." + }, + { + "left": "issue:53628", + "right": "issue:65341", + "accept": false, + "reason": "No usable evidence for a shared bug; one is XDG_CONFIG_HOME substitution during skill install and the other has a blank title." + }, + { + "left": "issue:53735", + "right": "issue:68222", + "accept": false, + "reason": "Both concern Kimi models, but parameter loss during tool calls and sessions_yield interruptions are different failure modes." + }, + { + "left": "issue:53824", + "right": "issue:63211", + "accept": false, + "reason": "Unknown Channel after restart and exec-policy prompts are unrelated isolated-cron issues." + }, + { + "left": "issue:53927", + "right": "issue:64496", + "accept": false, + "reason": "BlueBubbles webhook 404 and a blank-titled issue do not provide enough evidence of duplication." + }, + { + "left": "issue:53927", + "right": "issue:64821", + "accept": false, + "reason": "Webhook 404 routing is unrelated to plugin-init-log corruption of tools.exec.security." + }, + { + "left": "issue:55807", + "right": "issue:66885", + "accept": false, + "reason": "Discord ACP thread rendering bugs and Telegram polling/announce timeouts are different channel-specific issues." + }, + { + "left": "issue:57055", + "right": "issue:65341", + "accept": false, + "reason": "Sandbox browser SSRF policy handling is unrelated to the blank-titled issue." + }, + { + "left": "issue:57542", + "right": "issue:63516", + "accept": false, + "reason": "Google Chat auth/appPrincipal behavior is unrelated to Telegram polling stalls." + }, + { + "left": "issue:58384", + "right": "issue:66674", + "accept": false, + "reason": "Both are provider/inference failures, but Ollama Cloud 401 and Codex HTML/rawError misreporting are different concrete problems." + }, + { + "left": "issue:59257", + "right": "issue:65600", + "accept": false, + "reason": "Both are session-state bugs, but one ignores model override and the other incorrectly keeps totalTokensFresh true; different state flags and behavior." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 275, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:62574", + "issue:62672", + "issue:63590", + "issue:63663", + "issue:64352", + "issue:64419", + "issue:64476", + "issue:64577", + "issue:64750", + "issue:64763", + "issue:64793", + "issue:64799", + "issue:64835", + "issue:64876", + "issue:65130", + "issue:65375", + "issue:65408", + "issue:65443", + "issue:65695", + "issue:65846", + "issue:66006", + "issue:66077", + "issue:66381", + "issue:66433", + "issue:66535", + "issue:66714", + "issue:66822", + "issue:66832", + "issue:66861", + "issue:66895", + "issue:66925", + "issue:67002", + "issue:67029", + "issue:67104", + "issue:67116", + "issue:67199", + "issue:67257", + "issue:67286", + "issue:67469", + "issue:67485", + "issue:67653", + "issue:67901", + "issue:67919", + "issue:68233", + "issue:68268", + "issue:68467", + "issue:68804", + "issue:68810" + ], + "soft_pairs": [ + "issue:62574|issue:67199", + "issue:62672|issue:65375", + "issue:63590|issue:66925", + "issue:63663|issue:66822", + "issue:64352|issue:65443", + "issue:64419|issue:65130", + "issue:64476|issue:65695", + "issue:64577|issue:68804", + "issue:64750|issue:65443", + "issue:64763|issue:67116", + "issue:64793|issue:66895", + "issue:64799|issue:68810", + "issue:64835|issue:66077", + "issue:64876|issue:66006", + "issue:64876|issue:66381", + "issue:65408|issue:67469", + "issue:65846|issue:67901", + "issue:66433|issue:67485", + "issue:66535|issue:67919", + "issue:66714|issue:67104", + "issue:66832|issue:67653", + "issue:66861|issue:67257", + "issue:67002|issue:68268", + "issue:67029|issue:68467", + "issue:67286|issue:68233" + ], + "prepared_review_unit_hash": "0ae24ef9698d6045366d46fde11280a103bb8a8e00ca0be725df1d3f788dc810", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 25, + "serialized_chars": 35100, + "estimated_input_tokens": 8775, + "estimated_eval_tokens": 17806 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "These are mostly unrelated bug reports spanning different features/subsystems. None of the soft pairs look like the same underlying issue, so I would not dedupe any of them together.", + "confidence": 0.93, + "canonical_issue_reason": "No single canonical issue: the items are separate bugs with different symptoms and code paths, and the soft pairs are only superficially similar.", + "canonical_pr_reason": null, + "best_issue_reason": "No best issue for deduping the rest; none of these issues is a convincing duplicate target for another item in the set.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:62574", + "right": "issue:67199", + "accept": false, + "reason": "Different products and failure modes: TTS provider registration vs model-default propagation into an embedded runner." + }, + { + "left": "issue:62672", + "right": "issue:65375", + "accept": false, + "reason": "Both mention 429s, but one is fallback error propagation in model routing while the other is a LINE webhook response-timing bug." + }, + { + "left": "issue:63590", + "right": "issue:66925", + "accept": false, + "reason": "Both are memory/plugin-slot related, but one is about dreaming becoming unreachable and the other about overwrite-only capability registration." + }, + { + "left": "issue:63663", + "right": "issue:66822", + "accept": false, + "reason": "One is an HTTP timeout issue for local inference; the other is a concurrency setting being ignored during Ollama indexing." + }, + { + "left": "issue:64352", + "right": "issue:65443", + "accept": false, + "reason": "Different channels and tools: WhatsApp media delivery vs Telegram TTS voice delivery." + }, + { + "left": "issue:64419", + "right": "issue:65130", + "accept": false, + "reason": "A config-truncation-on-boot bug is not the same as an update/install replacement failure." + }, + { + "left": "issue:64476", + "right": "issue:65695", + "accept": false, + "reason": "Different runtime paths: Windows RPC/timeouts vs Chrome CDP child-process connectivity." + }, + { + "left": "issue:64577", + "right": "issue:68804", + "accept": false, + "reason": "Slack slash-command blocking is unrelated to a LINE status-warning false positive." + }, + { + "left": "issue:64750", + "right": "issue:65443", + "accept": false, + "reason": "WhatsApp attachment loss and Telegram voice-reply delivery are distinct bugs in different integrations." + }, + { + "left": "issue:64763", + "right": "issue:67116", + "accept": false, + "reason": "This is a feature/config update request, not the same as a logs-follow default timezone feature request." + }, + { + "left": "issue:64793", + "right": "issue:66895", + "accept": false, + "reason": "UI timeout error handling is unrelated to failover-state persistence after primary recovery." + }, + { + "left": "issue:64799", + "right": "issue:68810", + "accept": false, + "reason": "Unknown-model resolution on macOS is unrelated to Windows gateway crashes/WebSocket delivery failures." + }, + { + "left": "issue:64835", + "right": "issue:66077", + "accept": false, + "reason": "Both touch memory search, but one is empty search results from vec0 shadow data and the other is CLI provider-resolution mismatch." + }, + { + "left": "issue:64876", + "right": "issue:66006", + "accept": false, + "reason": "Duplicate text in agent responses is unrelated to webchat auto-scroll behavior." + }, + { + "left": "issue:64876", + "right": "issue:66381", + "accept": false, + "reason": "Repeated text output is a different defect from message flicker/disappearance in WebChat." + }, + { + "left": "issue:65408", + "right": "issue:67469", + "accept": false, + "reason": "Token-rotation retry behavior is unrelated to persistence of Gemini replies in transcripts/history." + }, + { + "left": "issue:65846", + "right": "issue:67901", + "accept": false, + "reason": "CLI process exit behavior and bundled subagent command blocking are different issues." + }, + { + "left": "issue:66433", + "right": "issue:67485", + "accept": false, + "reason": "Both are upgrade regressions, but one is dependency removal breaking embeddings and the other is a missing bin symlink in nvm." + }, + { + "left": "issue:66535", + "right": "issue:67919", + "accept": false, + "reason": "Cancelable /compact behavior is unrelated to wiki bridge loading the active memory plugin." + }, + { + "left": "issue:66714", + "right": "issue:67104", + "accept": false, + "reason": "Both involve Telegram commands, but one is restart-time setMyCommands omission and the other is startup auto-resolution suppressing the command menu." + }, + { + "left": "issue:66832", + "right": "issue:67653", + "accept": false, + "reason": "Log redaction concerns and Windows Discord startup latency are unrelated." + }, + { + "left": "issue:66861", + "right": "issue:67257", + "accept": false, + "reason": "Compaction resume quality is unrelated to a Telegram plugin export/load failure." + }, + { + "left": "issue:67002", + "right": "issue:68268", + "accept": false, + "reason": "Independent workspaces per channel and friendly Telegram topic names are different features." + }, + { + "left": "issue:67029", + "right": "issue:68467", + "accept": false, + "reason": "Both are dreaming-related, but one is a permission/scope cleanup failure and the other is inline-mode output suppression." + }, + { + "left": "issue:67286", + "right": "issue:68233", + "accept": false, + "reason": "Cron exec-blocking and bootstrap file truncation do not share the same underlying bug." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 164, + "review_unit_index": 276, + "review_unit_count": 276, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7468-2374", + "nodes": [ + "issue:67598", + "issue:67681", + "issue:68513", + "issue:68633" + ], + "soft_pairs": [ + "issue:67598|issue:67681", + "issue:68513|issue:68633" + ], + "prepared_review_unit_hash": "0c0ff5e23ab7ac47e759ccbbab4fab453b554e76ad45fd74bad40e3d547d4df6", + "component_budget": { + "node_count": 2374, + "item_count": 2374, + "soft_pair_count": 6805, + "serialized_chars": 3760851, + "estimated_input_tokens": 940213, + "estimated_eval_tokens": 1880682 + }, + "budget": { + "node_count": 4, + "item_count": 4, + "soft_pair_count": 2, + "serialized_chars": 2988, + "estimated_input_tokens": 747, + "estimated_eval_tokens": 1750 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "These items do not form a duplicate cluster; they describe distinct bugs in cron agent behavior, delivery flags, model vision fallback, and control-ui attachment handling. The two soft edges are false positives based on superficial similarity only.", + "confidence": 0.96, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": "Issue 68513 is the clearest standalone report: it names a specific failure mode, the fallback mechanism involved, and a concrete user-visible symptom, making it the best representative if one must be chosen.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:67598", + "right": "issue:67681", + "accept": false, + "reason": "Different bugs: one is about cron payload.model override causing sessions to run on the agent primary, the other is duplicate replies despite --no-deliver. They affect different code paths and outcomes." + }, + { + "left": "issue:68513", + "right": "issue:68633", + "accept": false, + "reason": "Different layers and failures: 68513 is about vision fallback being ignored when the primary model lacks image support, while 68633 is about control-ui clearing attachments before WebSocket send on connection failure." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 2, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-12515-4", + "nodes": [ + "issue:12515", + "issue:12517", + "issue:12534", + "issue:12543" + ], + "soft_pairs": [ + "issue:12515|issue:12517", + "issue:12515|issue:12534", + "issue:12515|issue:12543", + "issue:12517|issue:12534", + "issue:12517|issue:12543", + "issue:12534|issue:12543" + ], + "prepared_review_unit_hash": "16b77a20317e72ab73d7ab34cf2878b1807ec08f29740963b6956105dea122ea", + "component_budget": { + "node_count": 4, + "item_count": 4, + "soft_pair_count": 6, + "serialized_chars": 4460, + "estimated_input_tokens": 1115, + "estimated_eval_tokens": 2486 + }, + "budget": { + "node_count": 4, + "item_count": 4, + "soft_pair_count": 6, + "serialized_chars": 4460, + "estimated_input_tokens": 1115, + "estimated_eval_tokens": 2486 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These four items are not duplicates; they are distinct security issues in different components and with different failure modes. The cluster appears to be loose semantic similarity only.", + "confidence": 0.97, + "canonical_issue_reason": "No single canonical issue fits well: the reports cover unrelated vulnerabilities in separate areas (agent RCE, plugin process isolation, Nostr config takeover, and hardcoded OAuth credentials).", + "canonical_pr_reason": null, + "best_issue_reason": "No best issue for deduplication purposes; none of these issues appears to represent the same underlying bug as the others.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:12515", + "right": "issue:12517", + "accept": false, + "reason": "Different problems: one is unsandboxed RCE via a flag, the other is lateral movement from a shared process model." + }, + { + "left": "issue:12515", + "right": "issue:12534", + "accept": false, + "reason": "Different components and attack paths: coding agent execution vs unauthenticated config modification in Nostr channel." + }, + { + "left": "issue:12515", + "right": "issue:12543", + "accept": false, + "reason": "RCE/vulnerability in agent workflow is unrelated to leaked hardcoded OAuth credentials in source code." + }, + { + "left": "issue:12517", + "right": "issue:12534", + "accept": false, + "reason": "Shared-process plugin isolation issue is not the same as unauthenticated Nostr-based configuration takeover." + }, + { + "left": "issue:12517", + "right": "issue:12543", + "accept": false, + "reason": "These describe different security classes: process isolation/lateral movement versus source-code credential exposure." + }, + { + "left": "issue:12534", + "right": "issue:12543", + "accept": false, + "reason": "One is remote config takeover through Nostr, the other is hardcoded OAuth secrets; no shared underlying bug." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 3, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-21329-2", + "nodes": [ + "issue:21329", + "issue:55358" + ], + "soft_pairs": [ + "issue:21329|issue:55358" + ], + "prepared_review_unit_hash": "4d3e515af1e46096cf6dd278887a0b9875ca133912a17d258d47c62b4a960f71", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1586, + "estimated_input_tokens": 397, + "estimated_eval_tokens": 1050 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1586, + "estimated_input_tokens": 397, + "estimated_eval_tokens": 1050 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Both issues concern Slack message truncation, but they describe different symptoms and likely different code paths: one is about streamed output being split/truncated even with streaming disabled, while the other is a hard 160-character cutoff for Slack DM inbound messages from a human to a bot.", + "confidence": 0.83, + "canonical_issue_reason": "Issue #55358 is the more specific and actionable report, with a clear reproduction condition and exact 160-character threshold.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue #55358 is the best representative for the cluster because it states a concrete Slack truncation bug rather than a broader streaming-related symptom.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:21329", + "right": "issue:55358", + "accept": false, + "reason": "Related Slack truncation symptoms, but the reported behavior differs materially: one is streaming-related split/truncation, the other is an exact-length inbound DM cutoff. Not enough evidence they are the same underlying bug." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 4, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-23414-2", + "nodes": [ + "issue:23414", + "issue:53548" + ], + "soft_pairs": [ + "issue:23414|issue:53548" + ], + "prepared_review_unit_hash": "2071da8f24a195b76e40ddccd3287bcd79f031690241a7367c32392a6d5c8222", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1590, + "estimated_input_tokens": 398, + "estimated_eval_tokens": 1052 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1590, + "estimated_input_tokens": 398, + "estimated_eval_tokens": 1052 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "The two issues are related in topic and wording, but the packet only supports loose overlap around session mode and thread binding, not a confident duplicate call. Issue 23414 is the stronger anchor because it contains the fuller symptom and impact description; 53548 is better treated as a related, shorter report rather than the same bug.", + "confidence": 0.68, + "canonical_issue_reason": "Issue 23414 is the clearest anchor because it explains the failure mode and downstream impact in more detail. That said, the evidence is only soft similarity, so I would avoid labeling 53548 as a confirmed duplicate.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 23414 is the best representative issue for the cluster because it has the most concrete reproduction context and describes the broader user impact most clearly.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:23414", + "right": "issue:53548", + "accept": false, + "reason": "The evidence is too weak for a duplicate merge: the packet shows only soft similarity, with deterministic_accept=false and low Jaccard overlap, so this looks more like related reports than the same underlying bug." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "The cluster is plausibly related, but the verdict is too strong for the packet. The only evidence is soft similarity between two issue titles/bodies, and the pair is explicitly non-deterministic (deterministic_accept=false, jaccard\u22480.22). Calling issue:53548 a duplicate or saying both are the same bug report overstates what is grounded in the packet. Please downgrade to a more cautious relationship or leave it unmerged." + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 5, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-26734-2", + "nodes": [ + "issue:26734", + "issue:34241" + ], + "soft_pairs": [ + "issue:26734|issue:34241" + ], + "prepared_review_unit_hash": "b625a0831990c058851a2918bdd5c9d6373d960f43d7bd4089335a75885d9a28", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1633, + "estimated_input_tokens": 409, + "estimated_eval_tokens": 1074 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1633, + "estimated_input_tokens": 409, + "estimated_eval_tokens": 1074 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These two issues describe different bugs: one is about bootstrap.md being applied to sub-agents and overwriting identity, while the other is about intermittent missing tool calls after switching models/providers. They share only a vague runtime/agent context, not the same underlying defect.", + "confidence": 0.94, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": "issue #34241 is the stronger standalone report: it names a specific failure mode, model/provider context, and symptom, making it more actionable and easier to reproduce than the broader identity-wipe report.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:26734", + "right": "issue:34241", + "accept": false, + "reason": "Different underlying problems: identity/bootstrap contamination in sub-agents vs. intermittent no-tool behavior after a model/provider switch. They do not look like the same bug." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 6, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-27314-2", + "nodes": [ + "issue:27314", + "issue:27919" + ], + "soft_pairs": [ + "issue:27314|issue:27919" + ], + "prepared_review_unit_hash": "c0c8b7649ee9c106111377e6bbc9353f1c8a7b93e1f52550c10a77baf3dcfcf5", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1611, + "estimated_input_tokens": 403, + "estimated_eval_tokens": 1062 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1611, + "estimated_input_tokens": 403, + "estimated_eval_tokens": 1062 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Both issues describe destructive behavior in openclaw\u2019s configure flow, but one is a specific Telegram-channel setup failure while the other is a broader configure/doctor workspace overwrite bug; they overlap, but I wouldn\u2019t treat them as the same underlying issue without stronger evidence.", + "confidence": 0.74, + "canonical_issue_reason": "issue #27919 is the better canonical issue because it states the core failure mode more generally and concretely: configure/doctor silently overwrites workspace files without backup.", + "canonical_pr_reason": null, + "best_issue_reason": "issue #27919 is the best representative for the cluster since it captures the broader destructive workspace-overwrite behavior that could encompass the more specific Telegram-channel report.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:27314", + "right": "issue:27919", + "accept": false, + "reason": "Related destructive configure behavior, but the reports are not clearly the same bug: #27314 is about Telegram-channel setup destroying workspace/session/memory state, while #27919 is specifically about overwriting workspace files in configure/doctor." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 7, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-28191-5", + "nodes": [ + "issue:28191", + "issue:30893", + "issue:32348", + "issue:35113", + "issue:63912" + ], + "soft_pairs": [ + "issue:28191|issue:35113", + "issue:30893|issue:35113", + "issue:32348|issue:63912", + "issue:35113|issue:63912" + ], + "prepared_review_unit_hash": "15030ebdf8a8bf3f6dd073e5f0b9c54fc0e0e7cd7707c09dccb3165c235ee7c2", + "component_budget": { + "node_count": 5, + "item_count": 5, + "soft_pair_count": 4, + "serialized_chars": 4388, + "estimated_input_tokens": 1097, + "estimated_eval_tokens": 2450 + }, + "budget": { + "node_count": 5, + "item_count": 5, + "soft_pair_count": 4, + "serialized_chars": 4388, + "estimated_input_tokens": 1097, + "estimated_eval_tokens": 2450 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These issues are all about Gateway restart/crash-loop behavior, but they describe different triggers and failure modes: port conflict, gateway.bind vs serve-mode incompatibility, SIGTERM during agent-session restart, missing gateway.mode, and a general fail-fast concern. They are related, but not duplicates of the same underlying bug.", + "confidence": 0.9, + "canonical_issue_reason": "issue:35113 is the clearest representative of the cluster\u2019s core problem: a Gateway crash-loop caused by an invalid gateway.bind configuration while in serve mode. It is specific, actionable, and sits in the same family as the other reports without being overly broad.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:35113 best captures the shared theme and the concrete configuration mismatch most likely to anchor triage, while still being narrow enough to distinguish it from the other restart-loop variants.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:28191", + "right": "issue:35113", + "accept": false, + "reason": "Both mention crash-loops, but one is about port conflict/fail-fast behavior and the other about serve-mode plus non-loopback bind. Different triggers and likely different fixes." + }, + { + "left": "issue:30893", + "right": "issue:35113", + "accept": false, + "reason": "Closely related Gateway bind/serve configuration issues, but 30893 is about rejecting conflicting config changes, not the runtime crash-loop described in 35113." + }, + { + "left": "issue:32348", + "right": "issue:63912", + "accept": false, + "reason": "Both are restart-loop reports, but the causes differ: SIGTERM during agent-session restart versus missing gateway.mode. Not the same underlying bug." + }, + { + "left": "issue:35113", + "right": "issue:63912", + "accept": false, + "reason": "Shared Gateway restart-storm symptom, but 35113 is about bind/serve mismatch while 63912 is about an unset mode causing low-resource-host instability. Different root causes." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 8, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-28872-3", + "nodes": [ + "issue:28872", + "issue:32601", + "issue:64311" + ], + "soft_pairs": [ + "issue:28872|issue:32601", + "issue:28872|issue:64311" + ], + "prepared_review_unit_hash": "7160afc84f47af0465ec5bafb8c282ec3fe12507fbf0c795fc060bd767c07f92", + "component_budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 2513, + "estimated_input_tokens": 629, + "estimated_eval_tokens": 1514 + }, + "budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 2513, + "estimated_input_tokens": 629, + "estimated_eval_tokens": 1514 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These issues are thematically related feature requests about state/session behavior across chat platforms, but they describe different scopes: guild-scoped Discord sessions, per-channel sessions, and cross-channel shared memory. I would not merge any of the soft pairs as duplicates.", + "confidence": 0.74, + "canonical_issue_reason": "issue:64311 is the best representative because it is the broadest and still-open request, covering multi-channel shared memory across Discord/Telegram-style platforms. It captures the general problem space better than the more Discord-specific session-scope requests, though it is not the same request.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:64311 is the strongest standalone issue to keep as the umbrella request: it is open, broader in scope, and likely more useful as the long-term tracking issue for multi-channel memory/session behavior.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:28872", + "right": "issue:32601", + "accept": false, + "reason": "Both are Discord session-scope requests, but one is guild-scoped and the other is per-channel. Those are adjacent ideas, not the same underlying bug or feature." + }, + { + "left": "issue:28872", + "right": "issue:64311", + "accept": false, + "reason": "Guild-scoped Discord sessions are a specific session-routing request; cross-channel shared memory is a broader memory model change. They overlap conceptually but are not duplicates." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 9, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-29087-4", + "nodes": [ + "issue:29087", + "issue:53321", + "issue:53330", + "issue:53331" + ], + "soft_pairs": [ + "issue:29087|issue:53321", + "issue:29087|issue:53330", + "issue:53321|issue:53330", + "issue:53330|issue:53331" + ], + "prepared_review_unit_hash": "e461f0e9d6df9f2bef263514085aa301a8ef03f9982995166403c9ab224cf9f3", + "component_budget": { + "node_count": 4, + "item_count": 4, + "soft_pair_count": 4, + "serialized_chars": 3735, + "estimated_input_tokens": 934, + "estimated_eval_tokens": 2124 + }, + "budget": { + "node_count": 4, + "item_count": 4, + "soft_pair_count": 4, + "serialized_chars": 3735, + "estimated_input_tokens": 934, + "estimated_eval_tokens": 2124 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "The only likely duplicate pair is the two session-split feature requests (53321 and 53330). The idle-aware auto-compaction request (29087) and the auto-ack during compaction request (53331) are related to compaction/context handling but describe different behaviors and should stay separate.", + "confidence": 0.91, + "canonical_issue_reason": "Issue 53321 is the earliest and most specific version of the near-identical auto session split request; 53330 is just a wording variant.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 53321 is the best representative of the only true duplicate cluster in this set because it clearly states the session-split behavior tied to the context window limit.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:29087", + "right": "issue:53321", + "accept": false, + "reason": "Different features: idle-aware auto-compaction during downtime vs auto session split near the context limit." + }, + { + "left": "issue:29087", + "right": "issue:53330", + "accept": false, + "reason": "Related to context management, but one is compaction-on-idle and the other is automatic session splitting; not the same change." + }, + { + "left": "issue:53321", + "right": "issue:53330", + "accept": true, + "reason": "Near-identical feature request wording; both ask for automatic session splitting as context usage approaches the limit." + }, + { + "left": "issue:53330", + "right": "issue:53331", + "accept": false, + "reason": "Different concrete behavior: session splitting versus auto-acknowledging during compaction." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet: 53321 and 53330 are the clearly matching pair by title and timing, while 29087 and 53331 are different behaviors. The soft-edge verdicts are appropriately conservative overall, and the canonical/representative choice of 53321 as the earlier request is supported." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 10, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-29677-3", + "nodes": [ + "issue:29677", + "issue:31303", + "issue:36090" + ], + "soft_pairs": [ + "issue:29677|issue:31303", + "issue:31303|issue:36090" + ], + "prepared_review_unit_hash": "51997c423a5b753d2697393dbc7995551069a3eefe124dc36f89130f26afb36c", + "component_budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 2521, + "estimated_input_tokens": 631, + "estimated_eval_tokens": 1518 + }, + "budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 2521, + "estimated_input_tokens": 631, + "estimated_eval_tokens": 1518 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Two issues describe the same WhatsApp reaction context bug (messageId not exposed/passed to the agent), while the third is a different WhatsApp reaction failure involving a missing participant field.", + "confidence": 0.87, + "canonical_issue_reason": "issue #31303 is the clearest root-cause description: reactions fail because messageId is not passed into agent context. It is more specific and general than #29677, which frames the symptom as inability to update reactions dynamically.", + "canonical_pr_reason": null, + "best_issue_reason": "#31303 is the best canonical issue because it states the concrete missing-data problem directly and covers the same reaction-update failure described in #29677.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:29677", + "right": "issue:31303", + "accept": true, + "reason": "Both report the same WhatsApp reaction bug: messageId is not available to the agent, preventing reaction updates. The wording differs, but the underlying defect is the same." + }, + { + "left": "issue:31303", + "right": "issue:36090", + "accept": false, + "reason": "#36090 is about WhatsApp group reactions failing when the participant field is omitted, which is a different input/validation path than missing messageId in agent context." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet. #29677 and #31303 both point to the same WhatsApp reaction/messageId context issue, and treating #36090 as a separate participant-field bug is conservative and supported by its title. No evidence is overstated." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 11, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-30303-2", + "nodes": [ + "issue:30303", + "issue:67228" + ], + "soft_pairs": [ + "issue:30303|issue:67228" + ], + "prepared_review_unit_hash": "6090cfa6ac8b9ab3acb458bd6e382e1fbab5f8efc7f938b7a2d30fb8bf587ab9", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1595, + "estimated_input_tokens": 399, + "estimated_eval_tokens": 1054 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1595, + "estimated_input_tokens": 399, + "estimated_eval_tokens": 1054 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These are not duplicates: #30303 is a specific bug report about websocket proxy routing being ignored during channel login in CN networks, while #67228 is a broader feature request for per-provider/per-channel proxy support in the gateway.", + "confidence": 0.95, + "canonical_issue_reason": "#30303 is the more concrete, bug-specific report with a clear failure mode and context; it best represents the cluster if one issue must be chosen.", + "canonical_pr_reason": null, + "best_issue_reason": "#30303 is the best issue candidate because it describes an actionable, narrowly scoped defect rather than a broad enhancement request.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:30303", + "right": "issue:67228", + "accept": false, + "reason": "Different underlying problems: one is an observed websocket handshake timeout caused by proxy routing not being honored, the other is a general feature request for configurable proxy support. They are related in theme but not the same bug/change." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 12, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-30398-2", + "nodes": [ + "issue:30398", + "issue:37097" + ], + "soft_pairs": [ + "issue:30398|issue:37097" + ], + "prepared_review_unit_hash": "3897b7c811cf9b7719eb4bea86bc446a29f9ed3a41ac51b2e9b94d2e9bb5f9fb", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1592, + "estimated_input_tokens": 398, + "estimated_eval_tokens": 1052 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1592, + "estimated_input_tokens": 398, + "estimated_eval_tokens": 1052 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Both issues concern thinking/effort configuration not being respected, but they appear to describe different manifestations: a general per-model `params.thinking` override bug vs a specific `params.effort` problem for Claude Opus 4.6 with `thinking: adaptive`. Likely related, but not the same underlying defect with enough certainty to merge.", + "confidence": 0.78, + "canonical_issue_reason": "Issue #30398 is the broader, clearer bug report: per-model `params.thinking` is silently ignored and the default wins, which better captures the core configuration override failure.", + "canonical_pr_reason": null, + "best_issue_reason": "#30398 is the best representative because it states the more general symptom and is less model-specific, making it a better canonical issue for the family of thinking-override failures.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:30398", + "right": "issue:37097", + "accept": false, + "reason": "They share a broad theme around thinking/effort settings, but one is about `params.thinking` being ignored generally while the other is a specific `params.effort`/Claude Opus 4.6 adaptive case; not enough evidence they are the same underlying bug." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 13, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-30685-2", + "nodes": [ + "issue:30685", + "issue:41577" + ], + "soft_pairs": [ + "issue:30685|issue:41577" + ], + "prepared_review_unit_hash": "1d88854c9139ed577494c6c1c89b0a4b38cb38d7413676bf969cec1ad1bb3281", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1650, + "estimated_input_tokens": 413, + "estimated_eval_tokens": 1082 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1650, + "estimated_input_tokens": 413, + "estimated_eval_tokens": 1082 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These two issues are thematically related to subagent/runtime tool availability, but they describe different missing capabilities: one is a cross-lane tool surface mismatch for session_status, the other is spawned subagents missing browser/web tools despite allowlists. They do not look like the same underlying bug.", + "confidence": 0.92, + "canonical_issue_reason": "Issue 30685 is the broader, more general report of a lane-specific tool-surface mismatch, so it is the better anchor if these were grouped.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 30685 is the better representative issue because it frames the problem at the systemic level rather than a single browser-tool symptom.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:30685", + "right": "issue:41577", + "accept": false, + "reason": "Related area, but not the same bug: one concerns session_status being unavailable in a subagent lane, the other concerns browser/web tools not being provisioned to spawned subagents. Different tools, different failure mode." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 14, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-30714-7", + "nodes": [ + "issue:30714", + "issue:35179", + "issue:64588", + "issue:64655", + "issue:65483", + "issue:67229", + "issue:67563" + ], + "soft_pairs": [ + "issue:30714|issue:64655", + "issue:35179|issue:65483", + "issue:64588|issue:65483", + "issue:64655|issue:65483", + "issue:64655|issue:67229", + "issue:64655|issue:67563", + "issue:67229|issue:67563" + ], + "prepared_review_unit_hash": "086d98d26be65facf05a380b82a40754e567c6c762e0bdc6f442605abc0bb211", + "component_budget": { + "node_count": 7, + "item_count": 7, + "soft_pair_count": 7, + "serialized_chars": 6702, + "estimated_input_tokens": 1676, + "estimated_eval_tokens": 3608 + }, + "budget": { + "node_count": 7, + "item_count": 7, + "soft_pair_count": 7, + "serialized_chars": 6702, + "estimated_input_tokens": 1676, + "estimated_eval_tokens": 3608 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These items are not duplicates; they span unrelated feature requests and one routing bug across different subsystems. The strongest standalone issue is the Telegram Topics session-isolation request because it is concrete and narrowly scoped.", + "confidence": 0.95, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": "Issue 65483 is the most representative standalone request: it is specific, actionable, and clearly scoped to Telegram session isolation.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:30714", + "right": "issue:64655", + "accept": false, + "reason": "Different features: cross-channel message sync between web/Feishu vs agent proactively sending images. Same broad messaging domain, but not the same change." + }, + { + "left": "issue:35179", + "right": "issue:65483", + "accept": false, + "reason": "One is a Telegram routing bug (sender_id vs bot_account_id), the other is a Telegram Topics feature request. Same platform, different problem." + }, + { + "left": "issue:64588", + "right": "issue:65483", + "accept": false, + "reason": "Cross-session memory sharing for multi-agent collaboration is unrelated to Telegram topic/session isolation." + }, + { + "left": "issue:64655", + "right": "issue:65483", + "accept": false, + "reason": "Proactive image sending and Telegram Topics are distinct capabilities; no shared code-path problem is evident." + }, + { + "left": "issue:64655", + "right": "issue:67229", + "accept": false, + "reason": "Image sending vs distributed compute architecture are unrelated feature requests." + }, + { + "left": "issue:64655", + "right": "issue:67563", + "accept": false, + "reason": "Proactive image sending and streaming tool-progress rendering are different UI/interaction features." + }, + { + "left": "issue:67229", + "right": "issue:67563", + "accept": false, + "reason": "Distributed compute packaging and progress rendering address separate parts of the system." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 15, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-30760-2", + "nodes": [ + "issue:30760", + "issue:53447" + ], + "soft_pairs": [ + "issue:30760|issue:53447" + ], + "prepared_review_unit_hash": "8c9c6bce00c234a6ce813ac28dfd91038a1d451b4c4859963e46ee680e119f89", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1578, + "estimated_input_tokens": 395, + "estimated_eval_tokens": 1046 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1578, + "estimated_input_tokens": 395, + "estimated_eval_tokens": 1046 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These issues are closely related and both concern thread/session inheritance of `modelByChannel`, but the evidence is only title-level, so they should be treated as likely duplicates rather than definitively the same bug.", + "confidence": 0.76, + "canonical_issue_reason": "Issue #53447 is the clearer and more current statement of the problem: it explicitly names thread sessions and the parent channel\u2019s `modelByChannel` override.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue #53447 is the best issue to keep because it is open and most precisely describes the behavior expected for threads.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:30760", + "right": "issue:53447", + "accept": false, + "reason": "Likely related, but the packet only provides title-level soft similarity. Both mention inheriting `modelByChannel` for threads, yet there is not enough body-level evidence to confidently say they are the same underlying bug." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "The conclusion is a bit too strong for the packet. The only evidence here is title-level soft similarity, and the pair is not deterministically accepted. It is reasonable to say the issues are closely related and both concern thread inheritance of `modelByChannel`, but saying they are the same underlying bug / effectively identical overstates the evidence. Please soften the soft-edge verdict to something like \u201clikely related\u201d or \u201cprobably duplicate,\u201d unless you have body-level support." + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 16, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-31013-4", + "nodes": [ + "issue:31013", + "issue:31435", + "issue:41518", + "issue:53305" + ], + "soft_pairs": [ + "issue:31013|issue:41518", + "issue:31435|issue:41518", + "issue:31435|issue:53305", + "issue:41518|issue:53305" + ], + "prepared_review_unit_hash": "e90088130603c72810f706d83181ffb973e3ee8b7cc34f69eb23162da57e357f", + "component_budget": { + "node_count": 4, + "item_count": 4, + "soft_pair_count": 4, + "serialized_chars": 3821, + "estimated_input_tokens": 956, + "estimated_eval_tokens": 2168 + }, + "budget": { + "node_count": 4, + "item_count": 4, + "soft_pair_count": 4, + "serialized_chars": 3821, + "estimated_input_tokens": 956, + "estimated_eval_tokens": 2168 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These issues are thematically related around memory/compaction lifecycle hooks, but they describe different feature requests with different trigger points and scopes. None of the soft pairs look like true duplicates.", + "confidence": 0.91, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": "issue:53305 is the broadest and most current open request, covering session-end flushing plus periodic flushing for long-lived sessions.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:31013", + "right": "issue:41518", + "accept": false, + "reason": "Post-compaction automatic file reread is a different lifecycle hook and outcome than a session-end memory flush/post-session callback." + }, + { + "left": "issue:31435", + "right": "issue:41518", + "accept": false, + "reason": "Pre-compaction memoryFlush threshold/audit changes are distinct from a session-end flush hook; they target different timing and behavior." + }, + { + "left": "issue:31435", + "right": "issue:53305", + "accept": false, + "reason": "31435 is about pre-compaction flush policy and auditing, while 53305 asks for session-end and periodic flushes in long-lived sessions." + }, + { + "left": "issue:41518", + "right": "issue:53305", + "accept": false, + "reason": "Both mention session-end flushing, but 53305 additionally requires periodic flushing and is scoped to long-lived thread sessions, so they are not the same change." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 17, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-31130-2", + "nodes": [ + "issue:31130", + "issue:36583" + ], + "soft_pairs": [], + "prepared_review_unit_hash": "b20a61e3e7c209b540489d26c43e2813754e777c38164ff524876ddb90c1fc00", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 0, + "serialized_chars": 1233, + "estimated_input_tokens": 309, + "estimated_eval_tokens": 874 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 0, + "serialized_chars": 1233, + "estimated_input_tokens": 309, + "estimated_eval_tokens": 874 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These two issues appear to describe the same Slack feature request: per-channel override of replyToMode. The open issue is the better canonical thread.", + "confidence": 0.98, + "canonical_issue_reason": "Issue #36583 is the newer open request with the same feature wording and likely serves as the active tracking thread.", + "canonical_pr_reason": null, + "best_issue_reason": "#36583 is the best issue candidate because it is open, specific, and matches the same underlying request as the closed duplicate.", + "best_pr_reason": null, + "soft_edge_verdicts": [] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 18, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-31348-2", + "nodes": [ + "issue:31348", + "issue:31354" + ], + "soft_pairs": [ + "issue:31348|issue:31354" + ], + "prepared_review_unit_hash": "e1c01347ab86d655f4d47e96f92c32c04d6fa3f65eb9e0c4f8b963aa69f8e092", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1573, + "estimated_input_tokens": 394, + "estimated_eval_tokens": 1044 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1573, + "estimated_input_tokens": 394, + "estimated_eval_tokens": 1044 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These look like related session-event/run reliability issues, but they describe different failure modes: one is about outbound reply routing for webchat sessions, the other about retrying failed session-event runs instead of dropping an immediate wake. I would keep them separate.", + "confidence": 0.88, + "canonical_issue_reason": "Issue 31348 is the more concrete bug report with a specific user-facing symptom (outbound replies not routing for webchat sessions), making it a better canonical representative for this cluster.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 31348 is the best single issue because it is the clearest, most specific description of the underlying behavior and is easier to anchor triage against than the broader retry/failure wording in 31354.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:31348", + "right": "issue:31354", + "accept": false, + "reason": "They share the same general session-event area, but the problems are different: routing outbound replies vs retrying failed wakes. Similar subsystem, not the same underlying bug." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 19, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-31931-3", + "nodes": [ + "issue:31931", + "issue:31933", + "issue:53379" + ], + "soft_pairs": [ + "issue:31931|issue:31933", + "issue:31933|issue:53379" + ], + "prepared_review_unit_hash": "fe083a29b6843508cb78a7c6b79ca1f9493d8e6314da22f30984923769f2847c", + "component_budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 2530, + "estimated_input_tokens": 633, + "estimated_eval_tokens": 1522 + }, + "budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 2530, + "estimated_input_tokens": 633, + "estimated_eval_tokens": 1522 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These are three unrelated issue reports, with only superficial cron/delivery vocabulary overlap between 31933 and 53379. No soft edge should be merged as a duplicate.", + "confidence": 0.96, + "canonical_issue_reason": "No single true canonical duplicate is evident because the cluster is heterogeneous; if one issue must be selected as the representative bug report, 31933 is the clearest standalone failure report.", + "canonical_pr_reason": null, + "best_issue_reason": "31933 is the strongest issue artifact overall: it describes a specific, reproducible timeout failure with a clear root symptom. The other issues target different code paths and concerns.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:31931", + "right": "issue:31933", + "accept": false, + "reason": "Different subsystems and failure modes: sandbox config field loss vs cron announce timeout. Shared wording is too broad to indicate the same underlying bug." + }, + { + "left": "issue:31933", + "right": "issue:53379", + "accept": false, + "reason": "Both mention cron delivery, but one is about a hardcoded timeout and the other about requiring a to field with multiple channels. These are separate behaviors, not the same bug." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 20, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-31994-3", + "nodes": [ + "issue:31994", + "issue:32496", + "issue:51372" + ], + "soft_pairs": [ + "issue:31994|issue:51372", + "issue:31994|issue:32496" + ], + "prepared_review_unit_hash": "e176448fe7c23cc067b8ab94244e5913811d438e44bccf75dea55eb1b2ff851d", + "component_budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 2510, + "estimated_input_tokens": 628, + "estimated_eval_tokens": 1512 + }, + "budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 2510, + "estimated_input_tokens": 628, + "estimated_eval_tokens": 1512 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "The cluster is mostly about provider-specific context caching support. Issue 51372 is the broadest representative; issue 31994 is a narrower Moonshot-specific caching request, while 32496 is unrelated parameter support and should not be clustered with the caching issues.", + "confidence": 0.91, + "canonical_issue_reason": "51372 is the clearest umbrella request for context caching support, with a concrete provider API reference and broader scope than the Moonshot-specific prompt_cache_key request.", + "canonical_pr_reason": null, + "best_issue_reason": "51372 best represents the shared theme of context caching feature support across providers; 31994 is a narrower variant, and 32496 is off-topic for this cluster.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:31994", + "right": "issue:51372", + "accept": false, + "reason": "Related only at a high level: both involve caching, but they target different providers and different APIs (Moonshot prompt_cache_key vs Gemini cachedContents). Not the same underlying change." + }, + { + "left": "issue:31994", + "right": "issue:32496", + "accept": false, + "reason": "Different feature areas entirely: context caching support versus frequency/presence penalty parameters. No shared underlying bug or implementation change." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 21, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-32023-3", + "nodes": [ + "issue:32023", + "issue:32930", + "issue:32940" + ], + "soft_pairs": [ + "issue:32023|issue:32930", + "issue:32930|issue:32940" + ], + "prepared_review_unit_hash": "1fd24967da1e624cfccc8ccfd47bb7de6fa8fe312ac12dd972f7a025a8d867df", + "component_budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 2552, + "estimated_input_tokens": 638, + "estimated_eval_tokens": 1532 + }, + "budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 2552, + "estimated_input_tokens": 638, + "estimated_eval_tokens": 1532 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "32930 is the strongest issue to anchor the Feishu card-content reading topic, but the link to 32023 is only suggestive from titles and soft similarity, not enough to confidently call them the same defect. 32940 remains separate: it concerns outbound card formatting, not reading card content. No PRs are present.", + "confidence": 0.65, + "canonical_issue_reason": "32930 is the broadest and clearest statement of the Feishu interactive-card reading problem, but the evidence for folding 32023 into it is only moderate, so the duplicate call should stay tentative.", + "canonical_pr_reason": null, + "best_issue_reason": "32930 is the best single issue for tracking the card-content retrieval topic because it describes the underlying behavior more generally than 32023, though the cluster evidence is not strong enough to prove a duplicate relationship.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:32023", + "right": "issue:32930", + "accept": false, + "reason": "The titles point to a related Feishu interactive-card symptom, but the packet only provides soft_similarity and no stronger evidence that both describe the exact same underlying bug or code path. Related, but not safe to merge as duplicates." + }, + { + "left": "issue:32930", + "right": "issue:32940", + "accept": false, + "reason": "These target different directions of the Feishu card flow: 32930 is about reading existing card content via im.message.get, while 32940 is about adding a legacy card format option for quotable/forwardable bot responses. Different change and problem scope." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "The main linkage is plausible from the titles, but the writeup overstates what the packet supports. We only have soft_similarity between 32023 and 32930, not enough to assert they are the same underlying defect or that 32023 is merely a specific scenario of 32930. The separation from 32940 looks conservative, but the positive verdict and summary should be phrased more tentatively." + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 22, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-32041-2", + "nodes": [ + "issue:32041", + "issue:63341" + ], + "soft_pairs": [ + "issue:32041|issue:63341" + ], + "prepared_review_unit_hash": "dc3255429d225857c7e15a481a9a64728ce5c3606f4a70a1107e4aed97790852", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1582, + "estimated_input_tokens": 396, + "estimated_eval_tokens": 1048 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1582, + "estimated_input_tokens": 396, + "estimated_eval_tokens": 1048 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These two closed Telegram feature issues are related at a broad product level, but they do not clearly describe the same concrete change. One is specifically about migrating draft streaming to the native sendMessageDraft API, while the other asks for saveMessage API support for native streaming replies.", + "confidence": 0.62, + "canonical_issue_reason": "Issue #32041 is the more concrete and implementation-oriented request, with a specific API target and Bot API version context, so it is the better canonical issue for this cluster.", + "canonical_pr_reason": null, + "best_issue_reason": "#32041 best represents the underlying Telegram change request because it is narrower and more actionable than the generic saveMessage support ask in #63341.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:32041", + "right": "issue:63341", + "accept": false, + "reason": "Both mention Telegram streaming-related features, but they target different APIs/scopes (sendMessageDraft draft migration vs saveMessage native streaming replies). That is not enough to treat them as the same underlying bug/change." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 23, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-32057-3", + "nodes": [ + "issue:32057", + "issue:65131", + "issue:67238" + ], + "soft_pairs": [ + "issue:32057|issue:65131", + "issue:65131|issue:67238" + ], + "prepared_review_unit_hash": "0eb0225947b58c89cf13dfae25bbdf852a794a25fa37cbc1424ce4e50e51e3ba", + "component_budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 2498, + "estimated_input_tokens": 625, + "estimated_eval_tokens": 1506 + }, + "budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 2498, + "estimated_input_tokens": 625, + "estimated_eval_tokens": 1506 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These issues cluster around unwanted system-generated messages appearing in UI chat views, but they are not clearly the same concrete bug. The broadest and best central issue is the Control UI feature request to hide system messages; the heartbeat-specific request is a narrower variant, and the TUI pre-compaction memory-flush report is a separate UI/path and likely a different symptom.", + "confidence": 0.83, + "canonical_issue_reason": "Issue 65131 is the broadest and most central statement of the underlying user need: hide system messages in the Control UI chat window. It can encompass narrower examples like heartbeat polling messages.", + "canonical_pr_reason": null, + "best_issue_reason": "65131 best represents the shared theme and is the most reusable parent for deduping related reports about system messages being shown to users.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:32057", + "right": "issue:65131", + "accept": false, + "reason": "Related at a high level, but one is a TUI bug about pre-compaction memory-flush messages and the other is a Control UI feature request. Different surface and likely different code path." + }, + { + "left": "issue:65131", + "right": "issue:67238", + "accept": false, + "reason": "Both concern hiding system-generated messages, but 67238 is specifically about heartbeat polling messages. Without clearer evidence they are the same concrete bug/change, keep them separate." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 24, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-32404-2", + "nodes": [ + "issue:32404", + "issue:51660" + ], + "soft_pairs": [ + "issue:32404|issue:51660" + ], + "prepared_review_unit_hash": "4c2b195025e37e5b5f284e5bf2959dd8e9d20bee57f338340af09dcfbd7612fb", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1579, + "estimated_input_tokens": 395, + "estimated_eval_tokens": 1046 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1579, + "estimated_input_tokens": 395, + "estimated_eval_tokens": 1046 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These are related permission/umask topics, but they are not the same underlying issue: 32404 is a specific fs-safe bug hardcoding 0600 and bypassing umask/default ACLs, while 51660 is a broader feature request for configurable permissions on agent-created files.", + "confidence": 0.93, + "canonical_issue_reason": "Issue 32404 is the more canonical anchor for the exact bug: it names the concrete code path and the specific permission mistake.", + "canonical_pr_reason": null, + "best_issue_reason": "32404 is the best representative of the narrow, actionable defect; 51660 is broader and would not be fixed by the same precise change.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:32404", + "right": "issue:51660", + "accept": false, + "reason": "Related area, but not the same bug/change: one is a specific fs-safe mode bug, the other is a general feature request for configurable file permissions." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 25, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-32431-3", + "nodes": [ + "issue:32431", + "issue:35058", + "issue:64658" + ], + "soft_pairs": [ + "issue:35058|issue:64658", + "issue:32431|issue:35058" + ], + "prepared_review_unit_hash": "c40e0fbfd21e0dc61ea4ec78b6a446cf4166e297a04b5057cbf39fa62118ca36", + "component_budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 2537, + "estimated_input_tokens": 635, + "estimated_eval_tokens": 1526 + }, + "budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 2537, + "estimated_input_tokens": 635, + "estimated_eval_tokens": 1526 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "The three issues are related around announcement delivery behavior, but they do not describe the same concrete change. #35058 and #64658 are only loosely similar, while #32431 is a narrower request about main-only delivery for isolated cron jobs.", + "confidence": 0.82, + "canonical_issue_reason": "#35058 is the best cluster representative because it is the broadest and most central announcement-routing request in the set, but it should be treated as the umbrella issue rather than a confirmed duplicate target.", + "canonical_pr_reason": null, + "best_issue_reason": "#35058 is the strongest issue to anchor the cluster because it directly addresses sub-agent announcement routing and is broader than the more specific wording in the other two issues.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:35058", + "right": "issue:64658", + "accept": false, + "reason": "Both involve sub-agent announcements, but one is about routing completions to a specific channel/session and the other is about disabling auto-announce to channel. That is related work, not clearly the same underlying change." + }, + { + "left": "issue:32431", + "right": "issue:35058", + "accept": false, + "reason": "They share a general delivery/announcement theme, but #32431 is specifically about isolated cron jobs and main-only delivery, while #35058 is about sub-agent completion routing. They are not the same concrete request." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "#35058 and #64658 are only linked by soft similarity, and the packet gives no explicit issue links or body evidence showing they are the same concrete change. Their titles overlap around sub-agent announcements, but one asks for routing to a specific channel/session while the other asks to disable auto-announce to channel, so treating them as the same feature request is a bit strong. #32431 being non-merged is appropriately conservative, but the 35058\u219464658 match should be downgraded to related/possible duplicate rather than accepted as the same underlying bugfix." + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 26, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-32448-2", + "nodes": [ + "issue:32448", + "issue:68169" + ], + "soft_pairs": [ + "issue:32448|issue:68169" + ], + "prepared_review_unit_hash": "ff776741e1383d21e4d69241ce918f692f386b36907c14797c94b3292e7cff36", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1662, + "estimated_input_tokens": 416, + "estimated_eval_tokens": 1088 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1662, + "estimated_input_tokens": 416, + "estimated_eval_tokens": 1088 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Two related PATH-resolution issues, but they target different concrete paths and likely different code paths, so they should not be deduplicated as the same bug.", + "confidence": 0.79, + "canonical_issue_reason": "issue:68169 is the more specific root-cause report: it names the Linux service PATH resolver, the exact wrong directory, and the correct modern fnm path. issue:32448 is a broader symptom report about doctor --fix adding stale PATH entries.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:68169 is the best representative issue because it pinpoints the resolver mismatch and the expected fix more directly than the broader PATH-cleanup complaint in issue:32448.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:32448", + "right": "issue:68169", + "accept": false, + "reason": "Both mention non-existent PATH entries, but 32448 is about doctor --fix adding ~/.npm-global/bin and ~/.nvm/current/bin, while 68169 is specifically about the Linux fnm resolver using $FNM_DIR/current/bin instead of aliases/default/bin. Related class, not the same underlying bug." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 27, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-32495-2", + "nodes": [ + "issue:32495", + "issue:68248" + ], + "soft_pairs": [ + "issue:32495|issue:68248" + ], + "prepared_review_unit_hash": "c8ea57ad779db29c729addc34c8820497bbdfd1f2c28e5d20361ad35e40f08fb", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1566, + "estimated_input_tokens": 392, + "estimated_eval_tokens": 1040 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1566, + "estimated_input_tokens": 392, + "estimated_eval_tokens": 1040 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These two issues are related only at a broad Control UI level, but they request different features: switching between agents vs. customizing agent avatars/favicon. They should not be treated as duplicates.", + "confidence": 0.97, + "canonical_issue_reason": "No canonical duplicate issue here; the requests are about different user-facing features and do not share the same underlying problem.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 32495 is the older and more discussed report, but it is not a suitable canonical for 68248 because the feature request is different in scope and intent.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:32495", + "right": "issue:68248", + "accept": false, + "reason": "Different feature requests in Control UI: agent switching versus avatar/favicon customization. Similar subsystem, but not the same underlying issue." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 28, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-32513-3", + "nodes": [ + "issue:32513", + "issue:37082", + "issue:64792" + ], + "soft_pairs": [ + "issue:32513|issue:64792", + "issue:32513|issue:37082" + ], + "prepared_review_unit_hash": "3c153a75de3222ddf72f516625e3bbc1e7d665e9d6f7ae0339192a2211a02626", + "component_budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 2440, + "estimated_input_tokens": 610, + "estimated_eval_tokens": 1476 + }, + "budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 2440, + "estimated_input_tokens": 610, + "estimated_eval_tokens": 1476 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These are three separate feature requests: auto-retry on timeout, adding an --agent option to a command, and adaptive reasoning that escalates on repeated failures. The only apparent overlap is between the two retry/adaptation ideas, but they target different behaviors and failure signals, so they should not be clustered as duplicates.", + "confidence": 0.88, + "canonical_issue_reason": "issue:32513 is the clearest, most concrete feature request of the set, with a specific runtime behavior change (auto-retry on timeout).", + "canonical_pr_reason": null, + "best_issue_reason": "issue:32513 is the best representative issue because it is well-scoped and explicitly describes the underlying behavior change, unlike the other two which are either unrelated or broader/less directly tied to timeout handling.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:32513", + "right": "issue:64792", + "accept": false, + "reason": "Both discuss adaptive behavior after failures, but one is specifically retry-on-timeout while the other is auto-escalating reasoning on repeated failures; different trigger and different fix." + }, + { + "left": "issue:32513", + "right": "issue:37082", + "accept": false, + "reason": "The --agent option request is a CLI configuration feature and does not describe the same underlying timeout/retry change." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 29, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-32906-4", + "nodes": [ + "issue:32906", + "issue:32908", + "issue:32917", + "issue:32921" + ], + "soft_pairs": [ + "issue:32906|issue:32908", + "issue:32908|issue:32921", + "issue:32917|issue:32921" + ], + "prepared_review_unit_hash": "0d4211978884f7e923f4e09ee11d3926819557acb534b5bcc40656f44012f62c", + "component_budget": { + "node_count": 4, + "item_count": 4, + "soft_pair_count": 3, + "serialized_chars": 3346, + "estimated_input_tokens": 837, + "estimated_eval_tokens": 1930 + }, + "budget": { + "node_count": 4, + "item_count": 4, + "soft_pair_count": 3, + "serialized_chars": 3346, + "estimated_input_tokens": 837, + "estimated_eval_tokens": 1930 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These are four unrelated feature requests: startup config validation, smart merge protection, gateway auto-recovery watchdog, and backup/restore. They share a general theme of reliability but not the same underlying change or bug, so they should not be clustered as duplicates.", + "confidence": 0.96, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": null, + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:32906", + "right": "issue:32908", + "accept": false, + "reason": "Both are configuration-related, but one is about validating config on startup while the other is about protecting configuration merges; different problem and different expected fix." + }, + { + "left": "issue:32908", + "right": "issue:32921", + "accept": false, + "reason": "Merge protection and backup/restore address different workflows and failure modes; they are not the same feature request." + }, + { + "left": "issue:32917", + "right": "issue:32921", + "accept": false, + "reason": "Gateway auto-recovery watchdog and backup/restore are separate resilience features with different code paths and outcomes." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 30, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-32910-4", + "nodes": [ + "issue:32910", + "issue:33654", + "issue:65812", + "issue:67197" + ], + "soft_pairs": [ + "issue:32910|issue:65812", + "issue:32910|issue:33654", + "issue:32910|issue:67197" + ], + "prepared_review_unit_hash": "dbafd0973c46d44be86106a369707513be0b74c73386417137e09b0e88369e41", + "component_budget": { + "node_count": 4, + "item_count": 4, + "soft_pair_count": 3, + "serialized_chars": 3352, + "estimated_input_tokens": 838, + "estimated_eval_tokens": 1932 + }, + "budget": { + "node_count": 4, + "item_count": 4, + "soft_pair_count": 3, + "serialized_chars": 3352, + "estimated_input_tokens": 838, + "estimated_eval_tokens": 1932 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "All four issues appear to be variations of the same feature request around model fallback handling: surfacing fallback to the user and/or via a system event, with one issue also adding system prompt re-injection.", + "confidence": 0.83, + "canonical_issue_reason": "issue:65812 is the most comprehensive statement of the shared request, covering both user notification and system prompt re-injection on model fallback, so it best represents the cluster.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:65812 is the best global representative because it subsumes the other reports\u2019 narrower wording (notify on fallback / inject system event / silent UX gap) and describes the fullest intended behavior.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:32910", + "right": "issue:65812", + "accept": true, + "reason": "Both describe the same underlying model-fallback feature; 65812 is the broader version of the same request." + }, + { + "left": "issue:32910", + "right": "issue:33654", + "accept": true, + "reason": "\u201cInject system event on model fallback\u201d and \u201cnotify on model fallback\u201d are different phrasings of the same fallback-signal feature." + }, + { + "left": "issue:32910", + "right": "issue:67197", + "accept": true, + "reason": "Both target user/system notification when fallback occurs, with 67197 explicitly describing the same silent-fallback gap." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The analyst summary is grounded in the packet: all four issue titles clearly concern model fallback, with 65812 adding user notification and system prompt re-injection. The soft-edge acceptances are conservative and consistent with the limited evidence available from titles/metadata." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 31, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-32977-16", + "nodes": [ + "issue:32977", + "issue:65953", + "issue:66250", + "issue:66264", + "issue:66270", + "issue:67217", + "issue:67383", + "issue:67384", + "issue:67385", + "issue:67386", + "issue:67387", + "issue:67388", + "issue:67389", + "issue:67390", + "issue:67391", + "issue:67392" + ], + "soft_pairs": [ + "issue:32977|issue:65953", + "issue:32977|issue:66250", + "issue:32977|issue:67383", + "issue:32977|issue:67384", + "issue:32977|issue:67385", + "issue:65953|issue:66250", + "issue:65953|issue:67383", + "issue:65953|issue:67384", + "issue:65953|issue:67385", + "issue:66250|issue:66264", + "issue:66250|issue:67383", + "issue:66250|issue:67384", + "issue:66264|issue:66270", + "issue:66270|issue:67217", + "issue:67383|issue:67384", + "issue:67383|issue:67385", + "issue:67384|issue:67385", + "issue:66250|issue:67385", + "issue:32977|issue:67386", + "issue:65953|issue:67386", + "issue:66250|issue:67386", + "issue:67383|issue:67386", + "issue:67384|issue:67386", + "issue:32977|issue:67387", + "issue:65953|issue:67387", + "issue:66250|issue:67387", + "issue:67383|issue:67387", + "issue:67384|issue:67387", + "issue:32977|issue:67388", + "issue:65953|issue:67388", + "issue:66250|issue:67388", + "issue:67383|issue:67388", + "issue:67384|issue:67388", + "issue:32977|issue:67389", + "issue:65953|issue:67389", + "issue:66250|issue:67389", + "issue:67383|issue:67389", + "issue:67384|issue:67389", + "issue:32977|issue:67390", + "issue:65953|issue:67390", + "issue:66250|issue:67390", + "issue:67383|issue:67390", + "issue:67384|issue:67390", + "issue:32977|issue:67391", + "issue:65953|issue:67391", + "issue:66250|issue:67391", + "issue:67383|issue:67391", + "issue:67384|issue:67391", + "issue:32977|issue:67392", + "issue:65953|issue:67392", + "issue:66250|issue:67392", + "issue:67383|issue:67392", + "issue:67384|issue:67392" + ], + "prepared_review_unit_hash": "c94570286fc713294a672dd0eb2f153c40a6fb45a25bd241d0e4489951fc428c", + "component_budget": { + "node_count": 16, + "item_count": 16, + "soft_pair_count": 53, + "serialized_chars": 25845, + "estimated_input_tokens": 6462, + "estimated_eval_tokens": 13180 + }, + "budget": { + "node_count": 16, + "item_count": 16, + "soft_pair_count": 53, + "serialized_chars": 25845, + "estimated_input_tokens": 6462, + "estimated_eval_tokens": 13180 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "This cluster is dominated by placeholder/test issues with almost no body content, so the apparent similarity is not enough to treat them as duplicates. I\u2019d keep the most descriptive issue as the representative, but overall confidence is low.", + "confidence": 0.18, + "canonical_issue_reason": "Issue 66264 is the most specific and scoped (`[v1.x.x] ... UPDATED`) among mostly bare `test`/`Bug` placeholders.", + "canonical_pr_reason": null, + "best_issue_reason": "Same as canonical: it has the richest title signal and is the least generic of the set.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:32977", + "right": "issue:65953", + "accept": false, + "reason": "Reject: only generic `test` similarity; no concrete shared bug details." + }, + { + "left": "issue:32977", + "right": "issue:66250", + "accept": false, + "reason": "Reject: title overlap is too weak to show the same underlying issue." + }, + { + "left": "issue:32977", + "right": "issue:67383", + "accept": false, + "reason": "Reject: generic placeholder issues with no substantive evidence of duplication." + }, + { + "left": "issue:32977", + "right": "issue:67384", + "accept": false, + "reason": "Reject: generic placeholder issues with no substantive evidence of duplication." + }, + { + "left": "issue:32977", + "right": "issue:67385", + "accept": false, + "reason": "Reject: generic placeholder issues with no substantive evidence of duplication." + }, + { + "left": "issue:65953", + "right": "issue:66250", + "accept": false, + "reason": "Reject: only weak title similarity; bodies provide no shared defect signal." + }, + { + "left": "issue:65953", + "right": "issue:67383", + "accept": false, + "reason": "Reject: generic placeholder issues with no substantive evidence of duplication." + }, + { + "left": "issue:65953", + "right": "issue:67384", + "accept": false, + "reason": "Reject: generic placeholder issues with no substantive evidence of duplication." + }, + { + "left": "issue:65953", + "right": "issue:67385", + "accept": false, + "reason": "Reject: generic placeholder issues with no substantive evidence of duplication." + }, + { + "left": "issue:66250", + "right": "issue:66264", + "accept": false, + "reason": "Reject: these look like different vague bug/test entries, not the same concrete bug." + }, + { + "left": "issue:66250", + "right": "issue:67383", + "accept": false, + "reason": "Reject: title similarity alone is not enough to merge these as duplicates." + }, + { + "left": "issue:66250", + "right": "issue:67384", + "accept": false, + "reason": "Reject: title similarity alone is not enough to merge these as duplicates." + }, + { + "left": "issue:66264", + "right": "issue:66270", + "accept": false, + "reason": "Reject: both are bug-labeled, but the titles are too generic and distinct to prove one bug." + }, + { + "left": "issue:66270", + "right": "issue:67217", + "accept": false, + "reason": "Reject: too little detail to say these are the same underlying issue." + }, + { + "left": "issue:67383", + "right": "issue:67384", + "accept": false, + "reason": "Reject: both are bare `test` issues; no concrete shared bug/change." + }, + { + "left": "issue:67383", + "right": "issue:67385", + "accept": false, + "reason": "Reject: both are bare `test` issues; no concrete shared bug/change." + }, + { + "left": "issue:67384", + "right": "issue:67385", + "accept": false, + "reason": "Reject: both are bare `test` issues; no concrete shared bug/change." + }, + { + "left": "issue:66250", + "right": "issue:67385", + "accept": false, + "reason": "Reject: only weak title-level similarity, not enough for duplicate status." + }, + { + "left": "issue:32977", + "right": "issue:67386", + "accept": false, + "reason": "Reject: generic placeholder issues with no substantive evidence of duplication." + }, + { + "left": "issue:65953", + "right": "issue:67386", + "accept": false, + "reason": "Reject: generic placeholder issues with no substantive evidence of duplication." + }, + { + "left": "issue:66250", + "right": "issue:67386", + "accept": false, + "reason": "Reject: only weak title-level similarity, not enough for duplicate status." + }, + { + "left": "issue:67383", + "right": "issue:67386", + "accept": false, + "reason": "Reject: both are bare `test` issues; no concrete shared bug/change." + }, + { + "left": "issue:67384", + "right": "issue:67386", + "accept": false, + "reason": "Reject: both are bare `test` issues; no concrete shared bug/change." + }, + { + "left": "issue:32977", + "right": "issue:67387", + "accept": false, + "reason": "Reject: generic placeholder issues with no substantive evidence of duplication." + }, + { + "left": "issue:65953", + "right": "issue:67387", + "accept": false, + "reason": "Reject: generic placeholder issues with no substantive evidence of duplication." + }, + { + "left": "issue:66250", + "right": "issue:67387", + "accept": false, + "reason": "Reject: only weak title-level similarity, not enough for duplicate status." + }, + { + "left": "issue:67383", + "right": "issue:67387", + "accept": false, + "reason": "Reject: both are bare `test` issues; no concrete shared bug/change." + }, + { + "left": "issue:67384", + "right": "issue:67387", + "accept": false, + "reason": "Reject: both are bare `test` issues; no concrete shared bug/change." + }, + { + "left": "issue:32977", + "right": "issue:67388", + "accept": false, + "reason": "Reject: generic placeholder issues with no substantive evidence of duplication." + }, + { + "left": "issue:65953", + "right": "issue:67388", + "accept": false, + "reason": "Reject: generic placeholder issues with no substantive evidence of duplication." + }, + { + "left": "issue:66250", + "right": "issue:67388", + "accept": false, + "reason": "Reject: only weak title-level similarity, not enough for duplicate status." + }, + { + "left": "issue:67383", + "right": "issue:67388", + "accept": false, + "reason": "Reject: both are bare `test` issues; no concrete shared bug/change." + }, + { + "left": "issue:67384", + "right": "issue:67388", + "accept": false, + "reason": "Reject: both are bare `test` issues; no concrete shared bug/change." + }, + { + "left": "issue:32977", + "right": "issue:67389", + "accept": false, + "reason": "Reject: generic placeholder issues with no substantive evidence of duplication." + }, + { + "left": "issue:65953", + "right": "issue:67389", + "accept": false, + "reason": "Reject: generic placeholder issues with no substantive evidence of duplication." + }, + { + "left": "issue:66250", + "right": "issue:67389", + "accept": false, + "reason": "Reject: only weak title-level similarity, not enough for duplicate status." + }, + { + "left": "issue:67383", + "right": "issue:67389", + "accept": false, + "reason": "Reject: both are bare `test` issues; no concrete shared bug/change." + }, + { + "left": "issue:67384", + "right": "issue:67389", + "accept": false, + "reason": "Reject: both are bare `test` issues; no concrete shared bug/change." + }, + { + "left": "issue:32977", + "right": "issue:67390", + "accept": false, + "reason": "Reject: generic placeholder issues with no substantive evidence of duplication." + }, + { + "left": "issue:65953", + "right": "issue:67390", + "accept": false, + "reason": "Reject: generic placeholder issues with no substantive evidence of duplication." + }, + { + "left": "issue:66250", + "right": "issue:67390", + "accept": false, + "reason": "Reject: only weak title-level similarity, not enough for duplicate status." + }, + { + "left": "issue:67383", + "right": "issue:67390", + "accept": false, + "reason": "Reject: both are bare `test` issues; no concrete shared bug/change." + }, + { + "left": "issue:67384", + "right": "issue:67390", + "accept": false, + "reason": "Reject: both are bare `test` issues; no concrete shared bug/change." + }, + { + "left": "issue:32977", + "right": "issue:67391", + "accept": false, + "reason": "Reject: generic placeholder issues with no substantive evidence of duplication." + }, + { + "left": "issue:65953", + "right": "issue:67391", + "accept": false, + "reason": "Reject: generic placeholder issues with no substantive evidence of duplication." + }, + { + "left": "issue:66250", + "right": "issue:67391", + "accept": false, + "reason": "Reject: only weak title-level similarity, not enough for duplicate status." + }, + { + "left": "issue:67383", + "right": "issue:67391", + "accept": false, + "reason": "Reject: both are bare `test` issues; no concrete shared bug/change." + }, + { + "left": "issue:67384", + "right": "issue:67391", + "accept": false, + "reason": "Reject: both are bare `test` issues; no concrete shared bug/change." + }, + { + "left": "issue:32977", + "right": "issue:67392", + "accept": false, + "reason": "Reject: generic placeholder issues with no substantive evidence of duplication." + }, + { + "left": "issue:65953", + "right": "issue:67392", + "accept": false, + "reason": "Reject: generic placeholder issues with no substantive evidence of duplication." + }, + { + "left": "issue:66250", + "right": "issue:67392", + "accept": false, + "reason": "Reject: only weak title-level similarity, not enough for duplicate status." + }, + { + "left": "issue:67383", + "right": "issue:67392", + "accept": false, + "reason": "Reject: both are bare `test` issues; no concrete shared bug/change." + }, + { + "left": "issue:67384", + "right": "issue:67392", + "accept": false, + "reason": "Reject: both are bare `test` issues; no concrete shared bug/change." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 32, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-33021-2", + "nodes": [ + "issue:33021", + "issue:67057" + ], + "soft_pairs": [ + "issue:33021|issue:67057" + ], + "prepared_review_unit_hash": "c75ead25b9871029456062629f7287486e04324308395e42f8b0928aebeb6cf3", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1626, + "estimated_input_tokens": 407, + "estimated_eval_tokens": 1070 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1626, + "estimated_input_tokens": 407, + "estimated_eval_tokens": 1070 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These two issues both mention Telegram, but they describe different problems: one is duplicate group-message reception, the other is a dreaming-narrative feature causing severe communication blockage. They should not be merged as duplicates.", + "confidence": 0.97, + "canonical_issue_reason": "No clear canonical issue for the pair: the reports describe different underlying bugs and are not duplicate variants of the same failure mode.", + "canonical_pr_reason": null, + "best_issue_reason": "If one issue must be chosen as the cluster representative, issue 33021 is the more concrete bug report (duplicate message reception) and reads like a narrower, easier-to-triage problem.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:33021", + "right": "issue:67057", + "accept": false, + "reason": "Different underlying issues: duplicate Telegram group message receipt vs. Telegram communication blockage from a dream-related feature. Same app area, but not the same bug." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 33, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-33094-2", + "nodes": [ + "issue:33094", + "issue:33095" + ], + "soft_pairs": [ + "issue:33094|issue:33095" + ], + "prepared_review_unit_hash": "745e9563b6f460704c843eec6367da87e407b5ec261d8e6585595c2c71f004d5", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1515, + "estimated_input_tokens": 379, + "estimated_eval_tokens": 1014 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1515, + "estimated_input_tokens": 379, + "estimated_eval_tokens": 1014 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These are two distinct feature requests in the same area of agent orchestration, but they describe different underlying capabilities: QoS/priority control vs interrupt and wall broadcast. They should not be deduplicated.", + "confidence": 0.97, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": null, + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:33094", + "right": "issue:33095", + "accept": false, + "reason": "Different requested features with different user-visible behavior and implementation goals; shared theme of agent control is too broad to treat as the same issue." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 34, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-33219-9", + "nodes": [ + "issue:33219", + "issue:33424", + "issue:34630", + "issue:34903", + "issue:34912", + "issue:35005", + "issue:36983", + "issue:37114", + "issue:37550" + ], + "soft_pairs": [ + "issue:33219|issue:37114", + "issue:33424|issue:34630", + "issue:34630|issue:36983", + "issue:34630|issue:37114", + "issue:34630|issue:34912", + "issue:34630|issue:35005", + "issue:34903|issue:35005", + "issue:34903|issue:36983", + "issue:34912|issue:35005", + "issue:35005|issue:36983", + "issue:35005|issue:37114", + "issue:36983|issue:37114", + "issue:36983|issue:37550" + ], + "prepared_review_unit_hash": "68e6fc6a4cca66ace4b522bc3771d9689aa66cb06e579a9c1b853dd2652dd312", + "component_budget": { + "node_count": 9, + "item_count": 9, + "soft_pair_count": 13, + "serialized_chars": 10012, + "estimated_input_tokens": 2503, + "estimated_eval_tokens": 5262 + }, + "budget": { + "node_count": 9, + "item_count": 9, + "soft_pair_count": 13, + "serialized_chars": 10012, + "estimated_input_tokens": 2503, + "estimated_eval_tokens": 5262 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "This cluster is mixed: there is a TalkOverlayView crash family and a separate overlay-controller present() exclusivity crash family. I would keep the controller umbrella issue as canonical, and only merge the clearly same-code-path TalkOverlayView duplicates plus the TalkOverlayController.present() pair.", + "confidence": 0.81, + "canonical_issue_reason": "33424 is the best umbrella representative for the controller-present crash family: its title explicitly covers both TalkOverlayController.present() and VoiceWakeOverlayController.present(), and it reads like the fix/summary issue for that bug set.", + "canonical_pr_reason": null, + "best_issue_reason": "33424 is the clearest single issue to keep because it is broad, concrete, and spans the controller-side crash variants. The TalkOverlayView reports look like a separate bug family rather than the same duplicate.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:33219", + "right": "issue:37114", + "accept": false, + "reason": "Different code paths: VoiceWakeOverlayController.present() vs TalkOverlayView. Same broad crash theme, but not the same underlying bug." + }, + { + "left": "issue:33424", + "right": "issue:34630", + "accept": false, + "reason": "Controller-present exclusivity crash vs TalkOverlayView crash; different component and likely different fix." + }, + { + "left": "issue:34630", + "right": "issue:36983", + "accept": true, + "reason": "Both point to the TalkOverlayView Swift exclusivity/access-conflict crash and the launch/toggle symptoms look like the same bug family." + }, + { + "left": "issue:34630", + "right": "issue:37114", + "accept": true, + "reason": "Same TalkOverlayView exclusivity crash, with crash-loop/launch symptoms matching the same underlying issue." + }, + { + "left": "issue:34630", + "right": "issue:34912", + "accept": false, + "reason": "TalkOverlayView vs VoiceWakeOverlayController.present(); related area, but not the same concrete bug." + }, + { + "left": "issue:34630", + "right": "issue:35005", + "accept": false, + "reason": "Different affected component/function: TalkOverlayView versus TalkOverlayController.present()." + }, + { + "left": "issue:34903", + "right": "issue:35005", + "accept": true, + "reason": "Both are TalkOverlayController.present() access-conflict crashes and look like the same underlying controller bug." + }, + { + "left": "issue:34903", + "right": "issue:36983", + "accept": false, + "reason": "TalkOverlayController.present() and TalkOverlayView are separate code paths; similar crash class but not the same bug." + }, + { + "left": "issue:34912", + "right": "issue:35005", + "accept": false, + "reason": "These hit different controllers (VoiceWakeOverlayController.present() vs TalkOverlayController.present()); too broad to treat as one duplicate without stronger evidence." + }, + { + "left": "issue:35005", + "right": "issue:36983", + "accept": false, + "reason": "Different functions/components: TalkOverlayController.present() vs TalkOverlayView." + }, + { + "left": "issue:35005", + "right": "issue:37114", + "accept": false, + "reason": "Different code path: TalkOverlayController.present() versus TalkOverlayView crash-loop." + }, + { + "left": "issue:36983", + "right": "issue:37114", + "accept": true, + "reason": "Same TalkOverlayView launch/crash-loop exclusivity issue; wording differs but the underlying bug appears identical." + }, + { + "left": "issue:36983", + "right": "issue:37550", + "accept": true, + "reason": "Both describe the same TalkOverlayView fatal access conflict on launch for Talk Mode previously enabled." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet and stays conservative about the soft edges. The accepted pairs are limited to clear same-component/same-function TalkOverlayView or TalkOverlayController.present() crash reports, while the cross-component pairs are rejected appropriately. The canonical issue choice is also supported by the title of 33424 as an umbrella controller-present crash issue." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 35, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-33280-2", + "nodes": [ + "issue:33280", + "issue:65566" + ], + "soft_pairs": [ + "issue:33280|issue:65566" + ], + "prepared_review_unit_hash": "7f453f98df8807deaae86b53752d136a8649d10f53afa1e5bdd13825751417b1", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1633, + "estimated_input_tokens": 409, + "estimated_eval_tokens": 1074 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1633, + "estimated_input_tokens": 409, + "estimated_eval_tokens": 1074 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Both issues involve streaming JSON/partialParse failures, but they describe different failure modes and likely different root causes: one is invalid escape sequences in Anthropic streaming with misreported overload, the other is a generic partialParse crash on malformed JSON token expectations. I would not merge them as duplicates.", + "confidence": 0.87, + "canonical_issue_reason": "Issue 65566 is the better cluster representative because it is the broader, more general description of the streaming partialParse crash class.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 65566 is the best issue to anchor the cluster: it states the core runtime symptom plainly and covers the wider set of partialParse failures.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:33280", + "right": "issue:65566", + "accept": false, + "reason": "Related streaming parse crashes, but the specific trigger and reported error differ; one is invalid escape handling in Anthropic streaming, the other is a generic JSON partialParse expectation failure." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 36, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-33403-3", + "nodes": [ + "issue:33403", + "issue:33461", + "issue:37497" + ], + "soft_pairs": [ + "issue:33403|issue:33461", + "issue:33403|issue:37497" + ], + "prepared_review_unit_hash": "655f4577ac2694f01faa8ef4297272b5f3b85863e0d403bc059e3111f2345be8", + "component_budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 2521, + "estimated_input_tokens": 631, + "estimated_eval_tokens": 1518 + }, + "budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 2521, + "estimated_input_tokens": 631, + "estimated_eval_tokens": 1518 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "33403 and 33461 describe the same delivery-queue permanent-failure handling bug; 37497 is a related but broader/different delivery-recovery case and should not be clustered with them.", + "confidence": 0.88, + "canonical_issue_reason": "issue:33461 is the most concrete description of the underlying bug: HTTP 400s should be treated as permanent in the delivery queue. issue:33403 is the same symptom reported from the restart path.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:33461 best captures the shared bug and likely fix target; issue:33403 is a duplicate symptom report, while issue:37497 concerns a different set of permanent failure examples and appears only loosely related.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:33403", + "right": "issue:33461", + "accept": true, + "reason": "Same underlying delivery-queue bug: HTTP 400 / permanently failing messages are retried after restart instead of being marked permanent." + }, + { + "left": "issue:33403", + "right": "issue:37497", + "accept": false, + "reason": "Both involve retrying permanent failures, but 37497 is about delivery-recovery and different failure modes (message too long, reply target not found), so it is not clearly the same concrete bug." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The clustering is grounded in the packet and appropriately conservative. 33403 and 33461 are clearly the same delivery-queue permanent-failure bug from the titles alone, and treating 37497 as separate is a safe call given it only shares a broader permanent-failure theme without concrete evidence of the same bug." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 37, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-33736-2", + "nodes": [ + "issue:33736", + "issue:33738" + ], + "soft_pairs": [ + "issue:33736|issue:33738" + ], + "prepared_review_unit_hash": "81905808455538d91d1a4d1b2a683b625b46a206ab5fa9065e9c846374bff5c4", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1608, + "estimated_input_tokens": 402, + "estimated_eval_tokens": 1060 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1608, + "estimated_input_tokens": 402, + "estimated_eval_tokens": 1060 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "The pair looks very likely to be the same Feishu audio-message feature request, but the packet does not provide enough body-level evidence to call them exact duplicates with high confidence. #33736 is still the better canonical issue because it has the inbound reference signal.", + "confidence": 0.79, + "canonical_issue_reason": "#33736 is the better canonical issue because it matches #33738 on title and size, and it has the stronger reference signal via one inbound reference.", + "canonical_pr_reason": null, + "best_issue_reason": "#33736 is the best representative issue to keep because it appears to be the same request as #33738 and has the inbound reference, making it slightly more central.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:33736", + "right": "issue:33738", + "accept": false, + "reason": "The packet only shows soft similarity and identical titles/body length, without the full body text or any explicit linking. That is enough to treat them as likely related, but not enough to confidently accept them as exact duplicates." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "The duplicate call is a bit too strong for the evidence in the packet. The two issues have identical titles and the same body length, but the packet only labels the pair as `soft_similarity` and `deterministic_accept: false`; it does not show the full body text or any explicit linking. So it is safer to say they likely describe the same feature request rather than call them exact duplicates. The choice of #33736 as canonical because it has an inbound reference is grounded, but the soft-edge verdict should be more conservative." + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 38, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-34404-2", + "nodes": [ + "issue:34404", + "issue:64472" + ], + "soft_pairs": [ + "issue:34404|issue:64472" + ], + "prepared_review_unit_hash": "1832b5c6b54a75af995ed2c5a38b484eab2646c12b6b508a4868fc99315d48c2", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1589, + "estimated_input_tokens": 398, + "estimated_eval_tokens": 1052 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1589, + "estimated_input_tokens": 398, + "estimated_eval_tokens": 1052 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Both issues describe symlink-related failures caused by a boundary path check in workspace handling, but they appear to be different manifestations rather than the same concrete bug report.", + "confidence": 0.76, + "canonical_issue_reason": "Issue #64472 is the clearest, most specific description of the underlying boundary-path-check problem and directly states the failing condition for workspace symlinks.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue #64472 is the best representative because it names the check, the affected workspace symlinks, and the rejected path pattern in a concise way.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:34404", + "right": "issue:64472", + "accept": false, + "reason": "They share the same broad area and failure mechanism, but #34404 is about bootstrap files showing [MISSING] while #64472 is about symlinks to ~/.openclaw subdirectories being rejected; not enough evidence they are the same underlying bug." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 39, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-34561-2", + "nodes": [ + "issue:34561", + "issue:59034" + ], + "soft_pairs": [ + "issue:34561|issue:59034" + ], + "prepared_review_unit_hash": "a66a1242f913e67c757d525b8903a3b82745e420d8028c8ec381d88f74fc92eb", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1573, + "estimated_input_tokens": 394, + "estimated_eval_tokens": 1044 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1573, + "estimated_input_tokens": 394, + "estimated_eval_tokens": 1044 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These two issues are plausibly related, but the evidence only supports a cautious near-duplicate call, not a confident same-root-cause match. #34561 is the better canonical issue because it is broader and more specific about the macOS allowlist regression affecting `screen.record` and `system.run.prepare`.", + "confidence": 0.63, + "canonical_issue_reason": "#34561 is the stronger canonical issue because it names the suspected platform allowlist regression on macOS 26.3.0/Tahoe and covers the broader affected surface, including `screen.record`.", + "canonical_pr_reason": null, + "best_issue_reason": "#34561 is the best issue for triage because it provides the concrete environment and likely cause, while #59034 is a narrower symptom report without the broader root-cause context.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:34561", + "right": "issue:59034", + "accept": false, + "reason": "The titles suggest a likely relationship, but the packet does not confirm the same underlying failure. #34561 also includes `system.run.prepare`, so the overlap is broader than a single confirmed duplicate of `screen.record`." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "The linkage is plausible but overstated for the evidence provided. From the packet we only know the titles and a soft-similarity signal; that supports a cautious \u2018likely related\u2019 or \u2018possibly duplicate\u2019 stance, not \u2018same underlying failure.\u2019 Also, #34561\u2019s scope includes both `screen.record` and `system.run.prepare`, so calling it the canonical match for #59034 should be framed more conservatively unless the bodies confirm the shared root cause." + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 40, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-34644-3", + "nodes": [ + "issue:34644", + "issue:37505", + "issue:61131" + ], + "soft_pairs": [ + "issue:34644|issue:61131", + "issue:34644|issue:37505" + ], + "prepared_review_unit_hash": "d4e8a1ffc2feb0291d20ec219b4c52ad96feb878f18ccbc52920ca9309359359", + "component_budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 2516, + "estimated_input_tokens": 629, + "estimated_eval_tokens": 1514 + }, + "budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 2516, + "estimated_input_tokens": 629, + "estimated_eval_tokens": 1514 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These items are loosely related by timeout wording, but they are not the same underlying issue: two are separate feature requests for making different hardcoded 15s timeouts configurable, and one is a distinct AbortController bug affecting fallback behavior.", + "confidence": 0.89, + "canonical_issue_reason": "Issue 34644 is the strongest anchor because it is a concrete, well-scoped feature request with the most discussion and context; the others are either a parallel timeout-config request for a different subsystem (61131) or a different failure mode entirely (37505).", + "canonical_pr_reason": null, + "best_issue_reason": "34644 is the best representative issue for the cluster\u2019s shared timeout-config theme, but it should not be treated as a duplicate of the others.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:34644", + "right": "issue:61131", + "accept": false, + "reason": "Both mention a hardcoded 15s timeout, but they target different features/code paths (embedded agent LLM requests vs slug generation). Same general ask, not the same underlying change." + }, + { + "left": "issue:34644", + "right": "issue:37505", + "accept": false, + "reason": "This is not a duplicate: 34644 asks for a configurable timeout, while 37505 reports a cron timeout bug caused by a shared AbortController aborting the fallback chain." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 41, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-34683-2", + "nodes": [ + "issue:34683", + "issue:51614" + ], + "soft_pairs": [ + "issue:34683|issue:51614" + ], + "prepared_review_unit_hash": "0c2b76a4fd0ceeec22cdb73a10eb95857cc8ff5ddea74c76ea8720b54d5f8127", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1579, + "estimated_input_tokens": 395, + "estimated_eval_tokens": 1046 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1579, + "estimated_input_tokens": 395, + "estimated_eval_tokens": 1046 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Two open issues request exposing a staleEventThresholdMs health-monitor config, but they describe different config namespaces/scopes (gateway.healthMonitor.timing vs channels.whatsapp.staleEventThresholdMs).", + "confidence": 0.58, + "canonical_issue_reason": "#51614 is more specific and actionable, with an explicit config key and subsystem target; it is the better representative of the cluster if these are merged.", + "canonical_pr_reason": null, + "best_issue_reason": "#51614 is the best issue to keep as canonical because it names the exact config key and intended use more clearly than the broader #34683.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:34683", + "right": "issue:51614", + "accept": false, + "reason": "They overlap conceptually, but the requested config paths/scopes differ enough that they do not clearly describe the same underlying change." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 42, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-34693-2", + "nodes": [ + "issue:34693", + "issue:67129" + ], + "soft_pairs": [ + "issue:34693|issue:67129" + ], + "prepared_review_unit_hash": "f0c5f1b4f3c489fdb6472bd2cbc6d4616fe4d5f2b19a5a28ef5f90401618e23e", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1490, + "estimated_input_tokens": 373, + "estimated_eval_tokens": 1002 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1490, + "estimated_input_tokens": 373, + "estimated_eval_tokens": 1002 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These are not duplicates. Issue #34693 is a concrete feature request for customizable Slack Assistant status messages, while #67129 has an empty placeholder title and no visible evidence tying it to the same request.", + "confidence": 0.95, + "canonical_issue_reason": "#34693 has a specific, substantive title and body describing the feature request; #67129 is effectively a blank placeholder and does not provide enough detail to establish identity.", + "canonical_pr_reason": null, + "best_issue_reason": "#34693 is the best issue to keep as the representative item because it clearly states the feature and has actual discussion context.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:34693", + "right": "issue:67129", + "accept": false, + "reason": "Only weak textual similarity is present. The second issue has a placeholder title and no explicit linkage or matching description, so they do not appear to be the same underlying feature request." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 43, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-34921-2", + "nodes": [ + "issue:34921", + "issue:34938" + ], + "soft_pairs": [ + "issue:34921|issue:34938" + ], + "prepared_review_unit_hash": "7a25f60f52c83a2ca7b6a4560acd491275a364933f93b6429e759054ada67ec3", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1564, + "estimated_input_tokens": 391, + "estimated_eval_tokens": 1038 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1564, + "estimated_input_tokens": 391, + "estimated_eval_tokens": 1038 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "The two issues are not duplicates: one requests persistent inline buttons/custom keyboards for Telegram channels, while the other requests lifecycle hooks for agent/subagent events. They concern different features and code paths.", + "confidence": 0.98, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": null, + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:34921", + "right": "issue:34938", + "accept": false, + "reason": "Different feature requests with no shared bug or implementation path: Telegram channel keyboard behavior vs agent/subagent before/after event hooks." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 44, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-35042-2", + "nodes": [ + "issue:35042", + "issue:64791" + ], + "soft_pairs": [ + "issue:35042|issue:64791" + ], + "prepared_review_unit_hash": "c3ceaf0817bbe7dae5a4eb7cbfe101f23b6553bd9ee3d280c4f210b6dc08b26c", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1541, + "estimated_input_tokens": 386, + "estimated_eval_tokens": 1028 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1541, + "estimated_input_tokens": 386, + "estimated_eval_tokens": 1028 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These two issues are related in theme but not duplicates: one is a broad feature proposal for an eval framework, while the other is a more specific request for an eval/benchmark loop plus description optimization in Skill Creator.", + "confidence": 0.79, + "canonical_issue_reason": "Issue #64791 is the more concrete and actionable request, with a specific workflow target (eval/benchmark loop and description optimizer) compared with the broader proposal in #35042.", + "canonical_pr_reason": null, + "best_issue_reason": "#64791 is the best representative issue because it narrows the scope to a clearer implementation target and is more likely to drive a distinct engineering task.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:35042", + "right": "issue:64791", + "accept": false, + "reason": "Related feature area, but not the same underlying request: #35042 is a general eval framework proposal, while #64791 asks for specific Skill Creator evaluation and optimization capabilities. They could be discussed together, but they are not duplicates." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 45, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-35083-2", + "nodes": [ + "issue:35083", + "issue:36325" + ], + "soft_pairs": [ + "issue:35083|issue:36325" + ], + "prepared_review_unit_hash": "3a2aa7a45ae091ae6e463becc7c355c26dc0dd8cb77777b34c59ffcf42264114", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1564, + "estimated_input_tokens": 391, + "estimated_eval_tokens": 1038 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1564, + "estimated_input_tokens": 391, + "estimated_eval_tokens": 1038 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Related hook/session-routing issues, but they describe different symptoms and are not clearly duplicates. Issue 36325 is the more concrete bug report; 35083 is broader about summaries and lane tagging.", + "confidence": 0.84, + "canonical_issue_reason": "#36325 states a specific failure mode: `deliver: false` still injects a system event into the main session. That is the clearest, most actionable bug description in the cluster.", + "canonical_pr_reason": null, + "best_issue_reason": "#36325 is the best representative issue because it pinpoints a concrete incorrect session-injection behavior, while #35083 is broader and mixes summary placement with lane-tagging concerns.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:35083", + "right": "issue:36325", + "accept": false, + "reason": "Both concern hook/session handling, but #35083 focuses on keeping summaries in the requested session and tagging the hook lane, whereas #36325 reports a specific `deliver: false` system-event leak into the main session. Related, but not the same underlying bug." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 46, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-35157-2", + "nodes": [ + "issue:35157", + "issue:35166" + ], + "soft_pairs": [ + "issue:35157|issue:35166" + ], + "prepared_review_unit_hash": "76e19b154c54fb045c5f2157d85271a08a28f208e8da8d5888f69454a186acb1", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1536, + "estimated_input_tokens": 384, + "estimated_eval_tokens": 1024 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1536, + "estimated_input_tokens": 384, + "estimated_eval_tokens": 1024 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Both issues describe the same browser tool bug: a required `targetUrl` error preventing testing. The second is just a revised report, so they should be clustered together as duplicates.", + "confidence": 0.98, + "canonical_issue_reason": "Issue 35166 appears to be the later, revised version of the same bug report and is the better canonical record.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 35166 is the clearest current representation of the problem because it is the revised report of the same failure mode.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:35157", + "right": "issue:35166", + "accept": true, + "reason": "Same title, same underlying `targetUrl required` browser-tool testing blocker; the right-side issue is explicitly a revised version, so this is a duplicate." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The clustering is grounded in the packet: both issues have the same title, with issue 35166 explicitly marked as a revised version. The duplicate/soft-edge judgment is conservative enough, and the summary does not overstate beyond what the titles support." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 47, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-35192-2", + "nodes": [ + "issue:35192", + "issue:36985" + ], + "soft_pairs": [ + "issue:35192|issue:36985" + ], + "prepared_review_unit_hash": "f27663c692f5990c34b0d8e0a2615fddb9be07ca1c40cdfb9c317cdd69b31d0d", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1516, + "estimated_input_tokens": 379, + "estimated_eval_tokens": 1014 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1516, + "estimated_input_tokens": 379, + "estimated_eval_tokens": 1014 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These two issues are related only by the same host and gateway context, but they describe different maintenance tasks: one is a branch sync/behind-main backlog, the other is a config migration request. Not a duplicate cluster.", + "confidence": 0.72, + "canonical_issue_reason": "Issue 35192 is the broader maintenance tracker for the gateway on srv1325349 and is the better umbrella issue if one must be chosen.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 35192 is best suited as the canonical issue because it captures the overall gateway maintenance state rather than a single config-change task.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:35192", + "right": "issue:36985", + "accept": false, + "reason": "Same server and subsystem, but different underlying work: repository lag behind main versus migrating legacy gateway.bind config. They do not look like the same bug/task." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 48, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-35516-2", + "nodes": [ + "issue:35516", + "issue:65292" + ], + "soft_pairs": [ + "issue:35516|issue:65292" + ], + "prepared_review_unit_hash": "f785440a6aae78b88cfaeb07e0febf39b880c55ce98f6b3b763c4c0ef6513b66", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1610, + "estimated_input_tokens": 403, + "estimated_eval_tokens": 1062 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1610, + "estimated_input_tokens": 403, + "estimated_eval_tokens": 1062 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "The two issues are not duplicates: one is about allowing local models in the Discord /models picker, while the other is about making the codex-harness plugin work with custom app-server backends. They touch different feature areas and underlying code paths.", + "confidence": 0.97, + "canonical_issue_reason": "Issue 35516 is the better anchor only because it is the more detailed standalone feature request; 65292 is a separate backend/plugin compatibility request and should not be merged with it.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 35516 is the clearest representative of its own feature area, but it is not the same underlying request as 65292.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:35516", + "right": "issue:65292", + "accept": false, + "reason": "Different requests: Discord /models local-model visibility vs codex-harness custom backend compatibility. No concrete shared bug or change path." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 49, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-35623-2", + "nodes": [ + "issue:35623", + "issue:35624" + ], + "soft_pairs": [], + "prepared_review_unit_hash": "8dc30c03106cb509dcef36f8a61c94034b2e75c01158603bdff5ee95a76ad233", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 0, + "serialized_chars": 1317, + "estimated_input_tokens": 330, + "estimated_eval_tokens": 916 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 0, + "serialized_chars": 1317, + "estimated_input_tokens": 330, + "estimated_eval_tokens": 916 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "The two issues are effectively duplicates: same title, same body size, and explicit duplicate reference evidence. Either could serve as the canonical issue, but issue #35623 is the better anchor by virtue of having inbound references.", + "confidence": 0.99, + "canonical_issue_reason": "#35623 has the same report as #35624 and additionally has inbound references, making it the better canonical duplicate target.", + "canonical_pr_reason": null, + "best_issue_reason": "#35623 is the best issue candidate because it is the same bug report and already has more linkage from other items.", + "best_pr_reason": null, + "soft_edge_verdicts": [] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 50, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-35646-4", + "nodes": [ + "issue:35646", + "issue:37238", + "issue:64321", + "issue:67902" + ], + "soft_pairs": [ + "issue:35646|issue:37238", + "issue:37238|issue:67902", + "issue:37238|issue:64321" + ], + "prepared_review_unit_hash": "67cd7e84ae7b808714909a0c276426028e1659abd56d0deab57f3dc5426b38ff", + "component_budget": { + "node_count": 4, + "item_count": 4, + "soft_pair_count": 3, + "serialized_chars": 3473, + "estimated_input_tokens": 869, + "estimated_eval_tokens": 1994 + }, + "budget": { + "node_count": 4, + "item_count": 4, + "soft_pair_count": 3, + "serialized_chars": 3473, + "estimated_input_tokens": 869, + "estimated_eval_tokens": 1994 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These issues all mention session management, but they describe different bugs: stale historical dropdown entries, crash-recovery state corruption, slow listing on large histories, and run-mode cleanup/visibility rules. I would not merge any of the soft pairs as duplicates.", + "confidence": 0.91, + "canonical_issue_reason": "issue #37238 is the broadest user-facing session-history/cleanup report and is the best cluster anchor, even though the other reports are separate problems.", + "canonical_pr_reason": null, + "best_issue_reason": "issue #37238 is the most representative of the session-history cleanup theme and the most likely place users would look first, but it should not absorb the other issues as duplicates.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:35646", + "right": "issue:37238", + "accept": false, + "reason": "#35646 is about sessions_spawn cleanup and sessions_send visibility restrictions; #37238 is about the dashboard showing historical subagent sessions with no cleanup option. Same subsystem, different bug." + }, + { + "left": "issue:37238", + "right": "issue:67902", + "accept": false, + "reason": "#37238 reports UI clutter/no cleanup for historical sessions; #67902 reports sessions left marked running in sessions.json after a crash. Related lifecycle area, but not the same concrete defect." + }, + { + "left": "issue:37238", + "right": "issue:64321", + "accept": false, + "reason": "#64321 is a performance problem in sessions.list with large history, not a duplicate of the dashboard dropdown cleanup complaint in #37238." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 51, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-35675-2", + "nodes": [ + "issue:35675", + "issue:53378" + ], + "soft_pairs": [ + "issue:35675|issue:53378" + ], + "prepared_review_unit_hash": "b8fa158888e112bfcb64755fa8d9ea1aae62acbd80ddbaf16b9b236628c5e4ea", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1558, + "estimated_input_tokens": 390, + "estimated_eval_tokens": 1036 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1558, + "estimated_input_tokens": 390, + "estimated_eval_tokens": 1036 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "The two issues are related to session-list presentation, but they describe different changes: auto-populating session labels from provider chat/group names versus showing channel icon/name in the session list. They are not the same underlying request.", + "confidence": 0.91, + "canonical_issue_reason": "No single canonical duplicate: the issues overlap only at a high level and target different UI behavior.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 35675 is the broader, more central request around automatic session naming; issue 53378 is a separate session-list display enhancement.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:35675", + "right": "issue:53378", + "accept": false, + "reason": "Different feature requests: one auto-populates session labels from messaging provider chat/group names, the other shows channel icon/name in the session list. They are adjacent UI ideas but not the same change." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 52, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-35802-3", + "nodes": [ + "issue:35802", + "issue:35804", + "issue:35805" + ], + "soft_pairs": [ + "issue:35802|issue:35804", + "issue:35804|issue:35805" + ], + "prepared_review_unit_hash": "40d4cabc9cd1a989087d9ec866bc9d93f81d49aba0c5e024665f34d65ad9ed91", + "component_budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 2541, + "estimated_input_tokens": 636, + "estimated_eval_tokens": 1528 + }, + "budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 2541, + "estimated_input_tokens": 636, + "estimated_eval_tokens": 1528 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "All three issues sit in the same agent-operations area, but they describe different bugs: missing registry/visibility, onboarding automation gaps, and governance drift detection. None are close enough to merge as duplicates.", + "confidence": 0.88, + "canonical_issue_reason": "Issue 35802 is the broadest/root-cause report: the orchestrator cannot see running agents because there is no centralized registry. The other two are narrower process/control problems rather than the same failure.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 35802 is the best representative because it frames the core coordination/scale problem most directly and could encompass downstream onboarding and drift concerns without being the same bug.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:35802", + "right": "issue:35804", + "accept": false, + "reason": "Related agent-management symptoms, but one is about lack of a centralized registry/orchestrator visibility while the other is about reproducible onboarding workflow and validation. Different underlying bug/change." + }, + { + "left": "issue:35804", + "right": "issue:35805", + "accept": false, + "reason": "Both mention agent lifecycle/governance, but onboarding automation is not the same as drift detection for stale context. They would likely require different fixes and can be addressed separately." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 53, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-35857-2", + "nodes": [ + "issue:35857", + "issue:35864" + ], + "soft_pairs": [ + "issue:35857|issue:35864" + ], + "prepared_review_unit_hash": "435e509e18340a46cddef643fec6c180eef97319b5a5ef9aa321580ac4d06b4c", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1562, + "estimated_input_tokens": 391, + "estimated_eval_tokens": 1038 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1562, + "estimated_input_tokens": 391, + "estimated_eval_tokens": 1038 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These two issues are not duplicates: one is a feature request to add `pdfModel` to the config schema, and the other is a bug about `openclaw doctor` stripping unknown config keys without warning.", + "confidence": 0.96, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": "If an anchor is needed, 35864 is the more concrete defect report; 35857 is a separate feature request.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:35857", + "right": "issue:35864", + "accept": false, + "reason": "Different underlying concerns: schema feature addition vs. doctor command preserving unknown config keys. They do not describe the same bug or change." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 54, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-36385-3", + "nodes": [ + "issue:36385", + "issue:37140", + "issue:37252" + ], + "soft_pairs": [ + "issue:36385|issue:37140", + "issue:37140|issue:37252" + ], + "prepared_review_unit_hash": "9ed7ad7b07fc7cfabf98578f70244691104d5105d892c5b9fa93f6fa71347662", + "component_budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 2473, + "estimated_input_tokens": 619, + "estimated_eval_tokens": 1494 + }, + "budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 2473, + "estimated_input_tokens": 619, + "estimated_eval_tokens": 1494 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These are related validation issues in the same skill-creator area, but they describe different checks, so they should not be merged as duplicates. The Telegram issue is unrelated. I\u2019d use the quick_validate shape-validation issue as the most central issue in this small cluster.", + "confidence": 0.84, + "canonical_issue_reason": "issue #37140 is the most representative of the shared skill-creator quick_validate validation theme and is broader/more implementation-focused than the narrower empty name/description report in #36385.", + "canonical_pr_reason": null, + "best_issue_reason": "#37140 is the best umbrella issue for the cluster because it names the exact validator and captures a concrete schema-validation class of bugs, while #36385 is one specific validation case.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:36385", + "right": "issue:37140", + "accept": false, + "reason": "Same subsystem, but different underlying validation rules: empty name/description vs allowed-tools list shape. Related, not the same bug." + }, + { + "left": "issue:37140", + "right": "issue:37252", + "accept": false, + "reason": "Different feature areas and different code paths: skill-creator quick_validate vs Telegram outbound reply_to_message_id parsing." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 55, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-36498-2", + "nodes": [ + "issue:36498", + "issue:36782" + ], + "soft_pairs": [ + "issue:36498|issue:36782" + ], + "prepared_review_unit_hash": "6749938ee993335d778dd1b1c48f5cdad4af32ffe8be62fe7e8cd92ce776d97d", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1587, + "estimated_input_tokens": 397, + "estimated_eval_tokens": 1050 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1587, + "estimated_input_tokens": 397, + "estimated_eval_tokens": 1050 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "The two issues are closely related and describe the same visible error, but the available evidence is too thin to confidently treat them as duplicates of one underlying bug.", + "confidence": 0.79, + "canonical_issue_reason": "Issue 36782 is the better canonical issue because it is more concrete about the affected UI surfaces (Channels/Accounts) and the failure mode, making it the clearest representative of the cluster.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 36782 is the best overall issue for this cluster because it most explicitly captures the shared symptom and a concrete impacted area, while 36498 reads like a narrower variant.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:36498", + "right": "issue:36782", + "accept": false, + "reason": "Both mention the same 'Unsupported schema node' symptom, but one is about nested config objects and the other about Channels/Accounts rendering; without more body-level evidence, this could be a related but distinct case rather than the same underlying bug." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 56, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-36549-2", + "nodes": [ + "issue:36549", + "issue:36550" + ], + "soft_pairs": [ + "issue:36549|issue:36550" + ], + "prepared_review_unit_hash": "6940fc17eb8f538c270585e329a0fd08c4bb8f6b0160762de1bc8539c8cf18ad", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1567, + "estimated_input_tokens": 392, + "estimated_eval_tokens": 1040 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1567, + "estimated_input_tokens": 392, + "estimated_eval_tokens": 1040 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Both issues concern Discord system-owner security, but they describe different problems: one is about enforcing ID-only authorization at runtime, the other about aligning a diagnostic token-detection path with security checks. They are related, but not duplicates.", + "confidence": 0.86, + "canonical_issue_reason": "Issue 36549 is the more central runtime security bug: it targets the actual authorization path rather than a supporting diagnostic check.", + "canonical_pr_reason": null, + "best_issue_reason": "36549 is the best representative because it captures the core security enforcement change, while 36550 appears narrower and tool-specific.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:36549", + "right": "issue:36550", + "accept": false, + "reason": "Related security theme, but not the same underlying change: one is about Discord authorization enforcement, the other about doctor-system-owner token detection alignment." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 57, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-36807-2", + "nodes": [ + "issue:36807", + "issue:68401" + ], + "soft_pairs": [ + "issue:36807|issue:68401" + ], + "prepared_review_unit_hash": "857b8071a981060b507316c4dd71bb1c62ed910c32ff9e851639ebbd23f44a29", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1560, + "estimated_input_tokens": 390, + "estimated_eval_tokens": 1036 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1560, + "estimated_input_tokens": 390, + "estimated_eval_tokens": 1036 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These two issues are loosely related to keeping agent interactions flowing during long operations, but they describe different requested capabilities and do not look like duplicates.", + "confidence": 0.94, + "canonical_issue_reason": "No true canonical issue: #36807 asks for an async Discord listener/keepalive during long agent runs, while #68401 asks for message processing during session compaction.", + "canonical_pr_reason": null, + "best_issue_reason": "#68401 is the more specific and actionable request, but it should not be treated as a duplicate of #36807.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:36807", + "right": "issue:68401", + "accept": false, + "reason": "Different underlying feature requests: Discord listener keepalive versus processing messages during session compaction. Shared theme of long-running sessions is too broad for duplicate triage." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 58, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-36869-3", + "nodes": [ + "issue:36869", + "issue:68712", + "issue:68713" + ], + "soft_pairs": [ + "issue:36869|issue:68712", + "issue:36869|issue:68713", + "issue:68712|issue:68713" + ], + "prepared_review_unit_hash": "87e4a643abeef0bc563fe4f90149e0108b2c38e602f7c9084b263a22bda8ecf2", + "component_budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 3, + "serialized_chars": 2951, + "estimated_input_tokens": 738, + "estimated_eval_tokens": 1732 + }, + "budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 3, + "serialized_chars": 2951, + "estimated_input_tokens": 738, + "estimated_eval_tokens": 1732 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "There are two exact duplicate issue reports about the same outbound realtime voice bridge bug (68712 and 68713). The older 36869 is related to outbound voice races, but it describes a different failure mode and should not be merged with the TwiML-overwrite reports.", + "confidence": 0.94, + "canonical_issue_reason": "issue:68713 is the best canonical issue because it is the open copy of the exact duplicate pair and has the same title/body as 68712.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:68713 is the best global issue representative since it is open, current, and exactly matches 68712; it cleanly serves as the surviving tracker for that bug.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:36869", + "right": "issue:68712", + "accept": false, + "reason": "Related outbound voice race, but a different concrete symptom/code path: initial message fallback to Polly vs. status callback overwriting TwiML." + }, + { + "left": "issue:36869", + "right": "issue:68713", + "accept": false, + "reason": "Same broad subsystem, but not the same underlying bug; the reported race and failure mode differ materially." + }, + { + "left": "issue:68712", + "right": "issue:68713", + "accept": true, + "reason": "Exact duplicate reports with identical title/body describing the same outbound realtime voice bridge TwiML overwrite race." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The issue pairing is grounded in the packet: 68712 and 68713 share identical titles, identical body lengths, and a jaccard score of 1.0, while 36869 has a different title and is reasonably treated as a related but distinct bug. The soft-edge verdicts are conservative, and the choice of 68713 as the open canonical tracker is supported by the evidence." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 59, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-36911-3", + "nodes": [ + "issue:36911", + "issue:64825", + "issue:66876" + ], + "soft_pairs": [ + "issue:36911|issue:66876", + "issue:64825|issue:66876" + ], + "prepared_review_unit_hash": "fb1ec4f9f0908247dcd2f304abc9c420fd04089c06c88d522bfb29cd745b7be6", + "component_budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 2549, + "estimated_input_tokens": 638, + "estimated_eval_tokens": 1532 + }, + "budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 2549, + "estimated_input_tokens": 638, + "estimated_eval_tokens": 1532 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "The cluster is related at a symptom level, but the evidence is too thin to merge the issues as duplicates. #64825 remains the most specific TUI report, while #36911 is clearly a different Control UI surface and #66876 is only a loose similarity match without shared files or targets.", + "confidence": 0.74, + "canonical_issue_reason": "#64825 is the strongest anchor because it names the likely failing transition path (`finalizeRun()` / `wasActiveRun`) and is the most actionable description, but it should be treated as the representative report rather than a proven duplicate match for the weaker symptom-only issue.", + "canonical_pr_reason": null, + "best_issue_reason": "#64825 is the best issue to anchor the cluster because it is the most specific and diagnostic of the TUI failure mode, even though the available evidence is not strong enough to merge it outright with #66876.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:36911", + "right": "issue:66876", + "accept": false, + "reason": "Both mention a stuck post-response indicator, but they describe different UI surfaces (Control UI vs TUI) and the packet provides no shared targets/files or code-path evidence, so this is too weak to treat as the same bug." + }, + { + "left": "issue:64825", + "right": "issue:66876", + "accept": false, + "reason": "The titles are similar, but the only evidence is soft similarity with low Jaccard and no shared filenames or targets. That is not enough to conclude they are the same concrete bug or should be merged into one issue." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "The summary is mostly grounded, but the soft-edge verdict for issue:64825 vs issue:66876 is too strong for the evidence provided. The packet only shows soft_similarity with low Jaccard and no shared targets/files, so calling them the same bug is not conservative enough. The Control UI issue vs TUI issue distinction is appropriately cautious, but the accepted pair should remain tentative rather than merged as the same bug." + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 60, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-37083-5", + "nodes": [ + "issue:37083", + "issue:66212", + "issue:66316", + "issue:66332", + "issue:66333" + ], + "soft_pairs": [ + "issue:37083|issue:66316", + "issue:66212|issue:66316", + "issue:66316|issue:66333", + "issue:66316|issue:66332" + ], + "prepared_review_unit_hash": "3823be7a51c80f622deceb50f71cc5133c2669b86439cfc614d2fb942a9a4dc7", + "component_budget": { + "node_count": 5, + "item_count": 5, + "soft_pair_count": 4, + "serialized_chars": 4421, + "estimated_input_tokens": 1106, + "estimated_eval_tokens": 2468 + }, + "budget": { + "node_count": 5, + "item_count": 5, + "soft_pair_count": 4, + "serialized_chars": 4421, + "estimated_input_tokens": 1106, + "estimated_eval_tokens": 2468 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "This cluster centers on WebChat messages disappearing or failing to render during tool-backed runs. The closest duplicates are the broad symptom report and the more specific bug report/fix-trace around the final assistant message not displaying. The multi-tab input-blocking issue is separate, and the truncation/broadcast issue looks like a different failure mode.", + "confidence": 0.72, + "canonical_issue_reason": "Issue 66316 is the clearest and most specific report of the shared bug: the final assistant message disappears during multi-turn tool runs, with concrete discussion of the history-reload race and stream-collapse path.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 66316 best represents the cluster because it captures the user-facing symptom and the likely underlying rendering race more directly than the broader or more implementation-oriented reports.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:37083", + "right": "issue:66316", + "accept": true, + "reason": "Both describe the same underlying symptom: assistant messages disappearing during tool execution / multi-turn tool runs." + }, + { + "left": "issue:66212", + "right": "issue:66316", + "accept": false, + "reason": "This is about multi-tab input blocking and sending from any tab, which is a different behavior than missing messages." + }, + { + "left": "issue:66316", + "right": "issue:66332", + "accept": true, + "reason": "66332 reads like the concrete fix path for the same final-message rendering bug: run tracking, history merge, and stream rendering all target the same failure mode." + }, + { + "left": "issue:66316", + "right": "issue:66333", + "accept": false, + "reason": "66333 appears to be a different, narrower bug about truncation and an undefined broadcast message, not the same rendering/race issue." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet: the titles support the shared WebChat message-disappearing/rendering theme, and the distinctions drawn for 66212 and 66333 are conservative. The soft-edge acceptances for 37083\u219466316 and 66316\u219466332 are plausible from the issue titles, and there is no clear overstatement beyond what the packet supports." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 61, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-37150-2", + "nodes": [ + "issue:37150", + "issue:53286" + ], + "soft_pairs": [ + "issue:37150|issue:53286" + ], + "prepared_review_unit_hash": "6920d07130ced3a10f58ec25dd52e312805018851e4a1c205efd690362891457", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1567, + "estimated_input_tokens": 392, + "estimated_eval_tokens": 1040 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1567, + "estimated_input_tokens": 392, + "estimated_eval_tokens": 1040 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These are two unrelated feature requests: one asks to show the current model in the TUI header, the other asks to show estimated Bedrock cost. They should not be merged as duplicates.", + "confidence": 0.98, + "canonical_issue_reason": "Issue 53286 is the more specific, reference-backed request, but it is not a duplicate of 37150; they target different features.", + "canonical_pr_reason": null, + "best_issue_reason": "53286 is the better anchor only because it has inbound references and a narrower scope, but the issues should remain separate.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:37150", + "right": "issue:53286", + "accept": false, + "reason": "Different requested features in different parts of the product; no shared underlying bug or concrete change to unify." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 62, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-37235-2", + "nodes": [ + "issue:37235", + "issue:67914" + ], + "soft_pairs": [ + "issue:37235|issue:67914" + ], + "prepared_review_unit_hash": "410d606c7f7b00e19deee16fbc37b0b34ac80bf444bfaa040db57ecafffc3e75", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1580, + "estimated_input_tokens": 395, + "estimated_eval_tokens": 1046 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1580, + "estimated_input_tokens": 395, + "estimated_eval_tokens": 1046 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These two issues are closely related image-cache/MD5 complaints, but the evidence only supports a soft similarity match, not a firm duplicate. They may describe the same area of failure, but there\u2019s no explicit linkage or concrete shared target proving the same underlying bug.", + "confidence": 0.7, + "canonical_issue_reason": "Issue 67914 is the better representative because it is more specific about the cache/MD5 behavior and the failure mode, while 37235 is broader and more symptom-oriented.", + "canonical_pr_reason": null, + "best_issue_reason": "67914 is the strongest issue for the cluster because it states the cache corruption/MD5 symptom more directly and concretely.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:37235", + "right": "issue:67914", + "accept": false, + "reason": "The reports are thematically similar, but the available evidence is only soft textual similarity. With no explicit links, shared targets, or other hard indicators, this should be treated as likely related rather than the same underlying bug." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "The packet only supports a soft similarity match between two independently worded bug reports; there are no explicit links, shared targets, or other hard evidence. The analyst\u2019s conclusion that they describe the same underlying cache bug is plausible, but too assertive for the available evidence. The soft-edge verdict should be more conservative (e.g. \"likely related\"), not accepted as a firm match." + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 63, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-37401-2", + "nodes": [ + "issue:37401", + "issue:53945" + ], + "soft_pairs": [ + "issue:37401|issue:53945" + ], + "prepared_review_unit_hash": "9a4b0e152acc0f5a7aeaed684ecfeb5894c9a1b7810cde72e1b87a489e67ec3b", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1558, + "estimated_input_tokens": 390, + "estimated_eval_tokens": 1036 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1558, + "estimated_input_tokens": 390, + "estimated_eval_tokens": 1036 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These two issues are not duplicates: one requests automatic per-agent loading of workspace .env files, while the other requests an --url flag for connecting to different gateway endpoints in multi-gateway setups.", + "confidence": 0.96, + "canonical_issue_reason": "No canonical issue pair here; the requests concern different features and different command-line/runtime behavior.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:37401 is the more self-contained request, but it should not be treated as a duplicate of issue:53945.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:37401", + "right": "issue:53945", + "accept": false, + "reason": "Different underlying changes: .env auto-loading per agent versus adding a gateway URL flag. They target separate workflows and code paths." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 64, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-37449-3", + "nodes": [ + "issue:37449", + "issue:64506", + "issue:65897" + ], + "soft_pairs": [ + "issue:37449|issue:65897", + "issue:37449|issue:64506", + "issue:64506|issue:65897" + ], + "prepared_review_unit_hash": "9204d7b0803beca1273f3f808ef5df7b09317631b52c5101bb533e93bd505960", + "component_budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 3, + "serialized_chars": 2878, + "estimated_input_tokens": 720, + "estimated_eval_tokens": 1696 + }, + "budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 3, + "serialized_chars": 2878, + "estimated_input_tokens": 720, + "estimated_eval_tokens": 1696 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "All three items are npm audit/dependency security reports, but they describe different vulnerability sets and different scopes. The open umbrella issue is the best canonical representative; the pairwise overlaps are too loose to treat as duplicates.", + "confidence": 0.84, + "canonical_issue_reason": "issue:65897 is the best canonical issue because it is the newest open tracker and explicitly covers unresolved transitive dependency vulnerabilities, which fits the broad ongoing audit-tracking role better than the older closed, more specific reports.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:65897 is the strongest global representative: open, broad in scope, and framed as unresolved dependency vulnerabilities rather than a one-off package snapshot.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:37449", + "right": "issue:65897", + "accept": false, + "reason": "Both are npm audit reports, but 37449 is about 8 high-severity vulnerabilities in a specific 2026.3.1 dependency set, while 65897 covers 12 unresolved vulnerabilities in deep transitive dependencies. Different vulnerability sets and scope." + }, + { + "left": "issue:37449", + "right": "issue:64506", + "accept": false, + "reason": "They are both security/deps issues, but 64506 names different affected packages (axios, tar, @hono/node-server) and a different product context. Same general theme, not the same underlying bug." + }, + { + "left": "issue:64506", + "right": "issue:65897", + "accept": false, + "reason": "64506 is a specific package-level audit report, while 65897 is a broader unresolved transitive-dependency tracker. The titles and likely remediation targets differ enough that they should not be merged." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 65, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-39261-2", + "nodes": [ + "issue:39261", + "issue:66194" + ], + "soft_pairs": [ + "issue:39261|issue:66194" + ], + "prepared_review_unit_hash": "900278dfe6d775d955b325b97bbf8e238a38590483a7de8ce3e05c83f592ca68", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1588, + "estimated_input_tokens": 397, + "estimated_eval_tokens": 1050 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1588, + "estimated_input_tokens": 397, + "estimated_eval_tokens": 1050 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These issues are related only at a very high level (slash command handling), but they target different integrations and problems: Mattermost is swallowing commands before OpenClaw receives them, while the Slack item requests Socket Mode slash command event support. They should not be clustered as duplicates.", + "confidence": 0.95, + "canonical_issue_reason": "#39261 is the more concrete bug report with a clear failure mode and affected commands/platform (Mattermost intercepting /model, /new, /status, etc.).", + "canonical_pr_reason": null, + "best_issue_reason": "#39261 is the best representative for the cluster because it describes a specific, actionable defect rather than a broader feature request.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:39261", + "right": "issue:66194", + "accept": false, + "reason": "Different platforms and scopes: one is a Mattermost command-routing bug, the other is a Slack Socket Mode feature request. They do not appear to describe the same underlying issue." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 66, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-48652-3", + "nodes": [ + "issue:48652", + "issue:64810", + "issue:64898" + ], + "soft_pairs": [ + "issue:48652|issue:64810", + "issue:48652|issue:64898" + ], + "prepared_review_unit_hash": "ee991ab9029fb1f65d96c1b849d1fdd123e8d0ad69f404197c31ee7c99a1ffe4", + "component_budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 2596, + "estimated_input_tokens": 649, + "estimated_eval_tokens": 1554 + }, + "budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 2596, + "estimated_input_tokens": 649, + "estimated_eval_tokens": 1554 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "All three issues are about missing or confusing in-progress feedback during background work, but they describe different surfaces and failure modes: silent tool turns, Telegram topic interruptions, and Discord warning-triangle UX. They read as related UX themes, not duplicates.", + "confidence": 0.84, + "canonical_issue_reason": "Issue #48652 is the broadest and most general statement of the core symptom: a long-running tool/research turn can stop showing progress or paused-state feedback after tool activity ends.", + "canonical_pr_reason": null, + "best_issue_reason": "#48652 is the best representative because it describes the underlying user-facing problem at the highest level, while the other issues are narrower platform-specific variants or adjacent UX complaints.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:48652", + "right": "issue:64810", + "accept": false, + "reason": "Related status/interruptibility problem, but #64810 is specifically about heartbeat/async system events in Telegram topic sessions swallowing replies, which is a different mechanism and product surface." + }, + { + "left": "issue:48652", + "right": "issue:64898", + "accept": false, + "reason": "Both involve background work feedback, but #64898 is a Discord-specific warning-triangle/in-progress-state UX issue rather than the same silent-turn bug described in #48652." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 67, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-49888-2", + "nodes": [ + "issue:49888", + "issue:68679" + ], + "soft_pairs": [ + "issue:49888|issue:68679" + ], + "prepared_review_unit_hash": "4df4251f640d5a531ea63040d51170c3d7912bf68ed401cd8959cf6a6a3be8b0", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1716, + "estimated_input_tokens": 429, + "estimated_eval_tokens": 1114 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1716, + "estimated_input_tokens": 429, + "estimated_eval_tokens": 1114 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Two issue reports describe oversized persisted tool-result data causing transcript bloat and performance/token problems, but they appear to focus on different manifestations and no shared code-path evidence is present.", + "confidence": 0.67, + "canonical_issue_reason": "Issue #68679 is the more concrete report: it names the specific persisted field (`toolResult.details.aggregated`) and the mechanism (bypassing truncation and token estimation).", + "canonical_pr_reason": null, + "best_issue_reason": "#68679 is the best representative because it identifies the likely root cause and is easier to action than the broader symptom-only report.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:49888", + "right": "issue:68679", + "accept": false, + "reason": "High-level overlap on oversized persisted tool results, but the reports describe different scopes and causes; not enough evidence they are the same underlying bug." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 68, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-49971-2", + "nodes": [ + "issue:49971", + "issue:55342" + ], + "soft_pairs": [ + "issue:49971|issue:55342" + ], + "prepared_review_unit_hash": "f11b854907e93a666792d3ef08c6514f1c87da8db5c1fca5212944dc893813d7", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1592, + "estimated_input_tokens": 398, + "estimated_eval_tokens": 1052 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1592, + "estimated_input_tokens": 398, + "estimated_eval_tokens": 1052 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These two issues are related RFCs about trust in OpenClaw, but they describe different layers of the problem: identity verification vs behavioral reputation. They should stay separate.", + "confidence": 0.91, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": "Issue 49971 is the more foundational and central RFC, with much higher discussion and inbound reference activity; if one item must represent this topic, it is the stronger anchor.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:49971", + "right": "issue:55342", + "accept": false, + "reason": "Not the same underlying request: 49971 proposes native agent identity/trust verification, while 55342 adds a behavioral reputation layer beyond identity. They are adjacent but distinct RFCs and would not be merged into one issue." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 69, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-50628-20", + "nodes": [ + "issue:50628", + "issue:50644", + "issue:53412", + "issue:53413", + "issue:53417", + "issue:53433", + "issue:64158", + "issue:64159", + "issue:64162", + "issue:64163", + "issue:64520", + "issue:64545", + "issue:65168", + "issue:65542", + "issue:65623", + "issue:65624", + "issue:65625", + "issue:65626", + "issue:68403", + "issue:68703" + ], + "soft_pairs": [ + "issue:50628|issue:50644", + "issue:50628|issue:65626", + "issue:50628|issue:64163", + "issue:50628|issue:64162", + "issue:50644|issue:64162", + "issue:50644|issue:64163", + "issue:50644|issue:65626", + "issue:53412|issue:53417", + "issue:53412|issue:53433", + "issue:53412|issue:68403", + "issue:53412|issue:65623", + "issue:53417|issue:64159", + "issue:53417|issue:65624", + "issue:53417|issue:65626", + "issue:53433|issue:64159", + "issue:53433|issue:65624", + "issue:53433|issue:65626", + "issue:53433|issue:65623", + "issue:64158|issue:65542", + "issue:64158|issue:68703", + "issue:64158|issue:64163", + "issue:64158|issue:65168", + "issue:64159|issue:65624", + "issue:64162|issue:68403", + "issue:64163|issue:65626", + "issue:64163|issue:65624", + "issue:64520|issue:68403", + "issue:64520|issue:65625", + "issue:64545|issue:65624", + "issue:64520|issue:64545", + "issue:64545|issue:65625", + "issue:65542|issue:68703", + "issue:64163|issue:65542", + "issue:64163|issue:65623", + "issue:65623|issue:65624", + "issue:65625|issue:68403" + ], + "prepared_review_unit_hash": "8d79a88d91fef12b593077f994fe81bcc0752108eb7e846b0a911e03b22636e8", + "component_budget": { + "node_count": 20, + "item_count": 20, + "soft_pair_count": 36, + "serialized_chars": 24538, + "estimated_input_tokens": 6135, + "estimated_eval_tokens": 12526 + }, + "budget": { + "node_count": 20, + "item_count": 20, + "soft_pair_count": 36, + "serialized_chars": 24538, + "estimated_input_tokens": 6135, + "estimated_eval_tokens": 12526 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "The set breaks into several separate security themes rather than one duplicate cluster: browser-control auth handling, config/redaction leaks, pairing/approval bypasses, and a few token/OAuth issues. The soft links are mostly subsystem-level similarities, not the same concrete bug, so I would not merge any of them.", + "confidence": 0.62, + "canonical_issue_reason": "issue:53433 is the best cluster representative: it is open, has strong inbound reference activity, and sits at the center of the largest redaction/credential-leak theme with multiple nearby soft links.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:53433 is the most useful issue to keep as the representative because it is specific, high-signal, and most connected to the other redaction/secret-leak reports.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:50628", + "right": "issue:50644", + "accept": false, + "reason": "Both are browser-control auth bugs, but one is triggered by trusted-proxy and the other by none; same area, different concrete failure mode." + }, + { + "left": "issue:50628", + "right": "issue:65626", + "accept": false, + "reason": "One is about missing auth installation, the other about honoring inactive credentials; related subsystem, not the same bug." + }, + { + "left": "issue:50628", + "right": "issue:64163", + "accept": false, + "reason": "Browser-control auth handling and localStorage secret storage are different problems." + }, + { + "left": "issue:50628", + "right": "issue:64162", + "accept": false, + "reason": "Auth installation in browser control vs gateway auth rate limiting are distinct issues." + }, + { + "left": "issue:50644", + "right": "issue:64162", + "accept": false, + "reason": "Unauthenticated browser automation APIs and auth rate limiting are separate behaviors." + }, + { + "left": "issue:50644", + "right": "issue:64163", + "accept": false, + "reason": "Browser-control auth propagation and browser localStorage secret retention are unrelated." + }, + { + "left": "issue:50644", + "right": "issue:65626", + "accept": false, + "reason": "Different bugs: silent removal of browser-control auth vs accepting inactive gateway credentials." + }, + { + "left": "issue:53412", + "right": "issue:53417", + "accept": false, + "reason": "Both involve redaction, but the leaked field and code path differ: Feishu encryptKey vs remote CDP URLs." + }, + { + "left": "issue:53412", + "right": "issue:53433", + "accept": false, + "reason": "Same redaction family, but not the same artifact or failure path." + }, + { + "left": "issue:53412", + "right": "issue:68403", + "accept": false, + "reason": "Config redaction bypass and weak-secret placeholder bypass are different issues." + }, + { + "left": "issue:53412", + "right": "issue:65623", + "accept": false, + "reason": "Both touch unredacted config, but one is a Feishu key bypass and the other is a /config show leak." + }, + { + "left": "issue:53417", + "right": "issue:64159", + "accept": false, + "reason": "Remote CDP credential leakage and OAuth openUrl command injection are different bugs." + }, + { + "left": "issue:53417", + "right": "issue:65624", + "accept": false, + "reason": "Redaction bypass for CDP URLs is not the same as cleartext Mattermost callback URLs." + }, + { + "left": "issue:53417", + "right": "issue:65626", + "accept": false, + "reason": "Credential redaction leakage and browser-control auth mode handling are separate issues." + }, + { + "left": "issue:53433", + "right": "issue:64159", + "accept": false, + "reason": "Credential leak via CDP URL redaction is unrelated to OAuth URL command injection." + }, + { + "left": "issue:53433", + "right": "issue:65624", + "accept": false, + "reason": "Both are about exposed secrets, but the concrete mechanisms and targets differ." + }, + { + "left": "issue:53433", + "right": "issue:65626", + "accept": false, + "reason": "Different bug classes: remote CDP redaction leak vs browser-control auth behavior." + }, + { + "left": "issue:53433", + "right": "issue:65623", + "accept": false, + "reason": "Same broad redaction theme, but one is a CDP URL leak and the other is a /config show leak." + }, + { + "left": "issue:64158", + "right": "issue:65542", + "accept": false, + "reason": "Both concern pairing approval, but one is wrong-requester pairing and the other is node exposure before approval." + }, + { + "left": "issue:64158", + "right": "issue:68703", + "accept": false, + "reason": "Different authorization domains: device pairing/requester selection vs Discord guild-admin actions." + }, + { + "left": "issue:64158", + "right": "issue:64163", + "accept": false, + "reason": "Pairing requester selection and browser localStorage secret storage are unrelated." + }, + { + "left": "issue:64158", + "right": "issue:65168", + "accept": false, + "reason": "Close conceptually, but one is mispairing the requester and the other is pre-approval node.invoke reachability." + }, + { + "left": "issue:64159", + "right": "issue:65624", + "accept": false, + "reason": "OpenUrl command injection and cleartext callback URLs are different OAuth/Mattermost bugs." + }, + { + "left": "issue:64162", + "right": "issue:68403", + "accept": false, + "reason": "Gateway auth rate limiting and weak-secret guard bypass are distinct flaws." + }, + { + "left": "issue:64163", + "right": "issue:65626", + "accept": false, + "reason": "Browser localStorage secret persistence and gateway auth-mode handling are different issues." + }, + { + "left": "issue:64163", + "right": "issue:65624", + "accept": false, + "reason": "Device-auth secret storage and Mattermost callback URL exposure are unrelated." + }, + { + "left": "issue:64520", + "right": "issue:68403", + "accept": false, + "reason": "Both involve weak gateway credentials, but one is a shipped example token and the other is a placeholder/guard bypass." + }, + { + "left": "issue:64520", + "right": "issue:65625", + "accept": false, + "reason": "Different insecure defaults: example env token vs empty token with LAN bind default." + }, + { + "left": "issue:64545", + "right": "issue:65624", + "accept": false, + "reason": "Hardcoded HMAC-derived token forging and cleartext callback URLs are separate vulnerabilities." + }, + { + "left": "issue:64520", + "right": "issue:64545", + "accept": false, + "reason": "Weak example token and hardcoded HMAC key are different secrets-management bugs." + }, + { + "left": "issue:64545", + "right": "issue:65625", + "accept": false, + "reason": "Different artifacts and failure modes: token derivation key vs empty gateway token default." + }, + { + "left": "issue:65542", + "right": "issue:68703", + "accept": false, + "reason": "Both are authorization-related, but one is device/node approval and the other is Discord admin action checks." + }, + { + "left": "issue:64163", + "right": "issue:65542", + "accept": false, + "reason": "Device-auth secret storage and node exposure before approval are different bugs." + }, + { + "left": "issue:64163", + "right": "issue:65623", + "accept": false, + "reason": "LocalStorage secret retention is not the same as unredacted config output." + }, + { + "left": "issue:65623", + "right": "issue:65624", + "accept": false, + "reason": "Different leak surfaces: config output vs slash-command callback URLs." + }, + { + "left": "issue:65625", + "right": "issue:68403", + "accept": false, + "reason": "Both mention weak tokens, but the insecure-default setup and the guard bypass are not the same bug." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 70, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-50991-2", + "nodes": [ + "issue:50991", + "issue:67911" + ], + "soft_pairs": [ + "issue:50991|issue:67911" + ], + "prepared_review_unit_hash": "fa46e1dbe276830e95fd01fec4ddc540e3f67fe409343408cf7135a4bfd1df9b", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1542, + "estimated_input_tokens": 386, + "estimated_eval_tokens": 1028 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1542, + "estimated_input_tokens": 386, + "estimated_eval_tokens": 1028 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Both items are feature requests around session-memory/memory capture hooks, but they target different trigger points: one is specifically for the /compact command, the other is a general session-end hook for automatic commitment/capture. They are related, but not the same underlying change.", + "confidence": 0.88, + "canonical_issue_reason": "Issue #67911 is the broader, more general request and is a better representative for the session-memory hook theme.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue #67911 best captures the overall feature area (automatic memory capture at session end) and is the more general cluster representative.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:50991", + "right": "issue:67911", + "accept": false, + "reason": "Same broad memory/session-hook theme, but the requested behavior is different: /compact-triggered hook vs. automatic hook on session end. Different event semantics and implementation scope." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 71, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-51349-2", + "nodes": [ + "issue:51349", + "issue:51350" + ], + "soft_pairs": [ + "issue:51349|issue:51350" + ], + "prepared_review_unit_hash": "def544bd71d5a7d9db2e9508b7b6760b3bf3cc2085c3afe73dc1a94d0da7ec69", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1500, + "estimated_input_tokens": 375, + "estimated_eval_tokens": 1006 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1500, + "estimated_input_tokens": 375, + "estimated_eval_tokens": 1006 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "The two issues are thematically related to Slack media/vision work, but they are not duplicates: one is an umbrella epic and the other is a narrower audit task.", + "confidence": 0.9, + "canonical_issue_reason": "Issue 51349 is the broader umbrella ticket (\u201cEpic\u201d) and is the better canonical anchor for the cluster\u2019s topic.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 51349 is the best representative issue because it captures the overall initiative rather than a single subtask.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:51349", + "right": "issue:51350", + "accept": false, + "reason": "Related scope, but not the same underlying work: 51349 is an epic for Slack attachment vision enablement, while 51350 is an audit of the Slack media-to-model handoff." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 72, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-51612-2", + "nodes": [ + "issue:51612", + "issue:52532" + ], + "soft_pairs": [ + "issue:51612|issue:52532" + ], + "prepared_review_unit_hash": "a6dd61a13f2eb1aa2bafc7330314a38922ff628214a8646233f348609935e832", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1582, + "estimated_input_tokens": 396, + "estimated_eval_tokens": 1048 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1582, + "estimated_input_tokens": 396, + "estimated_eval_tokens": 1048 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Both items are feature requests about long-term AI/memory, but they describe different proposed designs and levels of specificity. They are related in theme, not the same underlying request.", + "confidence": 0.74, + "canonical_issue_reason": "Issue #51612 is the better canonical issue because it is the more concrete and architecture-specific proposal (persistent memory system with a compaction tree), making it a better anchor for any future consolidation of similar memory-system ideas.", + "canonical_pr_reason": null, + "best_issue_reason": "#51612 is the strongest standalone issue: it is clearer, more actionable, and more likely to subsume closely related memory feature discussions than the more abstract #52532.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:51612", + "right": "issue:52532", + "accept": false, + "reason": "Reject as duplicates: both are broad memory-related feature ideas, but they propose different concepts ('compaction tree' vs. 'semantic memory with Ebbinghaus decay') and do not look like the same concrete underlying feature request." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 73, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-51827-2", + "nodes": [ + "issue:51827", + "issue:51857" + ], + "soft_pairs": [ + "issue:51827|issue:51857" + ], + "prepared_review_unit_hash": "5d4072e507c9640b72838fa9c6858a56aee6991d832e3c27de6a535fec9b4418", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1570, + "estimated_input_tokens": 393, + "estimated_eval_tokens": 1042 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1570, + "estimated_input_tokens": 393, + "estimated_eval_tokens": 1042 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These two issues read like different bug reports rather than duplicates: one is about the system believing a delivery succeeded when it did not, while the other is about the agent not being able to observe what was sent. The soft similarity appears to be mostly metaphorical.", + "confidence": 0.87, + "canonical_issue_reason": "No clear canonical issue: the titles and implied failure modes point to different underlying problems.", + "canonical_pr_reason": null, + "best_issue_reason": "Neither issue is a strong duplicate target for the other; if forced, 51827 is slightly more concrete, but the cluster does not look mergeable as one issue.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:51827", + "right": "issue:51857", + "accept": false, + "reason": "Reject: the first concerns delivery confirmation mismatch, while the second concerns lack of visibility into sent content. They do not describe the same concrete bug." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 74, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-53239-3", + "nodes": [ + "issue:53239", + "issue:53240", + "issue:66906" + ], + "soft_pairs": [ + "issue:53239|issue:53240", + "issue:53239|issue:66906" + ], + "prepared_review_unit_hash": "c6db9be2f805b1811dfbf9f695ddab620516a6ed5bd219d8d47a277a08f3e8f2", + "component_budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 2588, + "estimated_input_tokens": 647, + "estimated_eval_tokens": 1550 + }, + "budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 2588, + "estimated_input_tokens": 647, + "estimated_eval_tokens": 1550 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Two Telegram issues describe the same approval-id failure on multi-account exec approval; the Discord issue is unrelated and should not be clustered with them.", + "confidence": 0.96, + "canonical_issue_reason": "Issue #53240 is the more specific and actionable report: it names the failing condition on non-default Telegram accounts, which appears to be the concrete manifestation of the broader bug described in #53239.", + "canonical_pr_reason": null, + "best_issue_reason": "#53240 best represents the underlying bug because it narrows the symptom to non-default accounts and matches the shared Telegram approval-id failure mode.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:53239", + "right": "issue:53240", + "accept": true, + "reason": "Same Telegram exec-approval failure; #53240 is a more specific restatement of the same underlying bug affecting non-default accounts." + }, + { + "left": "issue:53239", + "right": "issue:66906", + "accept": false, + "reason": "Different product and failure mode: Telegram approval-id expiration vs Discord submit errors during elevated-mode auto-resolution." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The conclusions are well grounded in the packet: #53240 is clearly the more specific Telegram report, and the overlap with #53239 is supported by the matching approval-id failure title. The Discord issue is appropriately kept separate. No overstatement beyond the available evidence." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 75, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-53246-2", + "nodes": [ + "issue:53246", + "issue:67640" + ], + "soft_pairs": [ + "issue:53246|issue:67640" + ], + "prepared_review_unit_hash": "0738a79ce6ffb25a624952cd86c8608047461ce5c0791225ae50b419b3a66c8d", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1587, + "estimated_input_tokens": 397, + "estimated_eval_tokens": 1050 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1587, + "estimated_input_tokens": 397, + "estimated_eval_tokens": 1050 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These are two unrelated feature requests for different chat integrations: official Mattermost support vs. a bundled YuanBao bot plugin for Tencent YuanBao. They are not duplicates and should not be clustered as the same underlying change.", + "confidence": 0.98, + "canonical_issue_reason": "No true canonical duplicate exists here; if one issue must be chosen as the cluster representative, issue #53246 is slightly broader and more general in scope, but it does not subsume #67640.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue #53246 is the better representative only because it is a more generic platform-integration feature request; however, it should not be treated as the same request as #67640.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:53246", + "right": "issue:67640", + "accept": false, + "reason": "Different targets and product integrations: Mattermost channel support vs. YuanBao/Tencent YuanBao Bot plugin. They describe separate features, not the same underlying bug or change." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 76, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-53323-2", + "nodes": [ + "issue:53323", + "issue:53324" + ], + "soft_pairs": [ + "issue:53323|issue:53324" + ], + "prepared_review_unit_hash": "ce466afc05984885a52c3a8467d25b9930560a71eeeb5bc9652365cf2973c17a", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1496, + "estimated_input_tokens": 374, + "estimated_eval_tokens": 1004 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1496, + "estimated_input_tokens": 374, + "estimated_eval_tokens": 1004 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These two issues appear to be the same report: identical title, nearly identical body length, and no distinguishing metadata. Issue #53323 is the best canonical issue because it was created first.", + "confidence": 0.99, + "canonical_issue_reason": "#53323 is the earliest-created of two near-identical issues with the same title and effectively the same content.", + "canonical_pr_reason": null, + "best_issue_reason": "#53323 is the strongest single issue to keep as the representative duplicate target because it is first and indistinguishable in substance from #53324.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:53323", + "right": "issue:53324", + "accept": true, + "reason": "Same title and essentially the same body size/content signals the same underlying issue." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet: the issues have the same title, nearly identical body lengths, and the only pair signal is strong soft similarity. Choosing the earlier issue as canonical is conservative and supported. No soft-edge verdict overstates the evidence." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 77, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-53338-3", + "nodes": [ + "issue:53338", + "issue:53339", + "issue:66195" + ], + "soft_pairs": [ + "issue:53338|issue:53339", + "issue:53339|issue:66195" + ], + "prepared_review_unit_hash": "751c64ec81dc1c0f43f14665fd67e4d2df5238660681599ab07caacae82cf0ff", + "component_budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 2578, + "estimated_input_tokens": 645, + "estimated_eval_tokens": 1546 + }, + "budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 2578, + "estimated_input_tokens": 645, + "estimated_eval_tokens": 1546 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "53338 is clearly separate from the memory-lancedb-pro reports. 53339 and 66195 look related and likely share the same regression family, but the evidence shown is only matching error text/soft similarity, so it is not enough to merge them as the same bug.", + "confidence": 0.86, + "canonical_issue_reason": "53339 is the best single representative for the memory-lancedb-pro plugin-tool regression because it is the earlier, broader report with the core `stringEnum is not a function` symptom. However, it should not be treated as a confirmed duplicate of 66195 on the current evidence.", + "canonical_pr_reason": null, + "best_issue_reason": "53339 is the best issue to anchor the memory-lancedb-pro thread: it is the earliest and most general description of the failure, while 66195 reads more like a later, similar report that may be related but is not proven identical.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:53338", + "right": "issue:53339", + "accept": false, + "reason": "Different subsystems and symptoms: Telegram polling/network recovery versus memory-lancedb-pro `stringEnum` plugin-tool failure. These are not the same bug." + }, + { + "left": "issue:53339", + "right": "issue:66195", + "accept": false, + "reason": "Likely related regression, but not enough evidence for a duplicate merge: the packet only shows similar title text and soft similarity, without a concrete shared code-path or explicit linkage." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "The split between 53338 and the memory-lancedb-pro issues is well grounded, but the 53339\u219466195 verdict is too strong for the packet. The only evidence shown is soft similarity and matching error text in the titles; that supports a likely related regression, but not a confident same-bug/duplicate claim. Please downgrade that edge to a cautious \u2018likely related\u2019 rather than accepted as the same issue." + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 78, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-53341-2", + "nodes": [ + "issue:53341", + "issue:65792" + ], + "soft_pairs": [ + "issue:53341|issue:65792" + ], + "prepared_review_unit_hash": "37f047df9e5c27b738d4e1acd21ebdde62af069af70b006e4bf95ac1c36151a3", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1568, + "estimated_input_tokens": 392, + "estimated_eval_tokens": 1040 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1568, + "estimated_input_tokens": 392, + "estimated_eval_tokens": 1040 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Related plugin-hook feature requests, but they target different hooks and different delivery behavior, so they are not duplicates.", + "confidence": 0.88, + "canonical_issue_reason": "No clear canonical issue: one request is for an opt-in blocking mode on `message_received`, while the other is for adding `message_sending` support on the webchat/WebSocket delivery path.", + "canonical_pr_reason": null, + "best_issue_reason": "If a single representative is needed, #53341 is the broader hook-behavior request, but it should not be treated as a duplicate of #65792.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:53341", + "right": "issue:65792", + "accept": false, + "reason": "Different underlying feature requests: `message_received` blocking mode versus `message_sending` support for webchat/WebSocket delivery. They share a subsystem but not the same concrete change." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 79, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-53403-2", + "nodes": [ + "issue:53403", + "issue:53685" + ], + "soft_pairs": [ + "issue:53403|issue:53685" + ], + "prepared_review_unit_hash": "80de25d4990facabbd453aeb70c176d493493196de638ed7c226fcb9360a1be2", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1624, + "estimated_input_tokens": 406, + "estimated_eval_tokens": 1068 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1624, + "estimated_input_tokens": 406, + "estimated_eval_tokens": 1068 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These two issues describe the same plugin import-resolution regression for external/user-installed plugins: `openclaw/plugin-sdk` fails to resolve because the alias/module path mapping is missing the expected fallback behavior.", + "confidence": 0.92, + "canonical_issue_reason": "Issue 53685 is the more specific and actionable report: it names the exact failing import pattern (`openclaw/plugin-sdk/*`) and points to the alias-map `argv1` fallback, making it the better canonical tracker for the underlying bug.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 53685 is the best issue to keep as the canonical reference because it is the clearest description of the concrete failure mode and likely easier to route to a fix; issue 53403 is a broader regression report of the same problem.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:53403", + "right": "issue:53685", + "accept": true, + "reason": "Same underlying bug: both report external/user-installed plugins failing to resolve `openclaw/plugin-sdk` imports after the 3.23 regression. The second issue simply narrows the root cause to the missing alias-map argv1 fallback." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "Grounded in the packet: both issue titles describe the same plugin import-resolution regression, and the more specific 53685 is a reasonable canonical issue. The soft pair verdict is conservative enough given the limited evidence." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 80, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-53404-2", + "nodes": [ + "issue:53404", + "issue:53457" + ], + "soft_pairs": [ + "issue:53404|issue:53457" + ], + "prepared_review_unit_hash": "403516a4c0bcc3ebbc713bfae0aa5515f88d4bd324a58dfe63ccb88fc18d8677", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1587, + "estimated_input_tokens": 397, + "estimated_eval_tokens": 1050 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1587, + "estimated_input_tokens": 397, + "estimated_eval_tokens": 1050 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "The two issues are likely related and may be duplicate/near-duplicate reports, but the evidence here is only title similarity plus a soft signal. #53457 has a longer body and inbound references, so it could be a follow-up or expansion rather than the exact same request.", + "confidence": 0.68, + "canonical_issue_reason": "The evidence is not strong enough to assert a single canonical duplicate with confidence; at most, #53404 is the cleaner earlier report.", + "canonical_pr_reason": null, + "best_issue_reason": "#53404 is the earlier, simpler issue and is the better provisional representative if the pair is triaged together.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:53404", + "right": "issue:53457", + "accept": false, + "reason": "Likely related, but not enough evidence to confirm the same underlying feature request. There are no explicit links or shared targets, and #53457's longer body/inbound references leave open the possibility of a follow-up or expansion rather than a duplicate." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "The relationship is plausible, but the summary and canonicalization are too strong for the evidence in the packet. We only have title similarity, a soft-similarity signal, and no explicit links or shared targets; #53457 also has a much longer body and inbound references, so it could be a follow-up or expansion rather than a plain duplicate. Please soften the verdict to something like \"likely related / probable duplicate\" rather than asserting the same underlying feature request and a canonical original." + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 81, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-53483-2", + "nodes": [ + "issue:53483", + "issue:63779" + ], + "soft_pairs": [ + "issue:53483|issue:63779" + ], + "prepared_review_unit_hash": "e6adc847c7913ae1f181631c37150c14bbe38b590f9e90b2c6b686af13108f84", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1588, + "estimated_input_tokens": 397, + "estimated_eval_tokens": 1050 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1588, + "estimated_input_tokens": 397, + "estimated_eval_tokens": 1050 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These two issues should not be treated as duplicates. 53483 reads like a broader feature-style request for auto-yielding after an ACP spawn, while 63779 reports a specific ACP completion/assistant-role message not activating the next turn after sessions_yield. The only evidence is soft similarity, so the pair is too weak to accept as the same bug.", + "confidence": 0.93, + "canonical_issue_reason": "63779 is the better canonical issue because it describes a concrete failure mode and is more actionable for triage; 53483 is broader and framed more like a feature request.", + "canonical_pr_reason": null, + "best_issue_reason": "63779 is the strongest issue to anchor the cluster since it identifies the specific broken ACP completion/next-turn activation path.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:53483", + "right": "issue:63779", + "accept": false, + "reason": "Reject: the titles and context point to different levels of specificity and intent. 53483 is a broad auto-yield request, while 63779 is a concrete delivery-mirror/next-turn activation bug; there is no shared target or explicit linkage to justify duplication." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "The summary overstates the evidence. In the packet, issue 53483 is framed as a feature-like auto-yield request, while 63779 describes a specific ACP completion/next-turn activation failure. The only linkage is soft_similarity (no shared files/targets or explicit links), so accepting the pair as the same bug is not conservative enough." + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 82, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-53504-2", + "nodes": [ + "issue:53504", + "issue:65998" + ], + "soft_pairs": [ + "issue:53504|issue:65998" + ], + "prepared_review_unit_hash": "c5c621962d1f50d6269b582fbd33ee8692de5be64f6e874f7f8f5012b4f31814", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1628, + "estimated_input_tokens": 407, + "estimated_eval_tokens": 1070 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1628, + "estimated_input_tokens": 407, + "estimated_eval_tokens": 1070 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Both issues involve MCP/sub-agent tool filtering, but they describe different failure modes: a policy bypass vs. an allow-filter omission that triggers 400s in large deployments. They are related, but not clearly the same underlying bug.", + "confidence": 0.72, + "canonical_issue_reason": "Issue 53504 is the broader, more central report: MCP tools bypass the intended tools.subagents.tools.allow/deny policy filtering. That reads like the core bug class the other report may fall under.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 53504 is the best representative because it names the policy-bypass behavior directly and is less tied to a specific deployment symptom than 65998.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:53504", + "right": "issue:65998", + "accept": false, + "reason": "Related area, but not enough evidence they are the same concrete bug. 53504 is about policy filtering being bypassed; 65998 is about toolsAllow failing to exclude MCP schemas and causing 400s on large deployments." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 83, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-53527-2", + "nodes": [ + "issue:53527", + "issue:68387" + ], + "soft_pairs": [], + "prepared_review_unit_hash": "751775dcf1e6900940e29951cad50e739b2ed1c13cff2e28200cf1415533c726", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 0, + "serialized_chars": 1347, + "estimated_input_tokens": 337, + "estimated_eval_tokens": 930 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 0, + "serialized_chars": 1347, + "estimated_input_tokens": 337, + "estimated_eval_tokens": 930 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Both issues describe the same `sessions_send` behavior: the tool reports `timeout` even though the target session actually receives and processes the message successfully. The second is a Chinese-language duplicate of the first.", + "confidence": 0.98, + "canonical_issue_reason": "Issue #53527 is the clearer canonical report: it is in English, has a precise title describing the misleading `timeout` status, and is the more informative reference for the underlying behavior.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue #53527 is the best overall issue because it states the symptom and contradiction explicitly and is easier to triage and link from other reports.", + "best_pr_reason": null, + "soft_edge_verdicts": [] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 84, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-53684-2", + "nodes": [ + "issue:53684", + "issue:55347" + ], + "soft_pairs": [ + "issue:53684|issue:55347" + ], + "prepared_review_unit_hash": "78353a6342d614c6982acdb80367df944859c8a9f9bc346e432ba459f3b87c2a", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1567, + "estimated_input_tokens": 392, + "estimated_eval_tokens": 1040 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1567, + "estimated_input_tokens": 392, + "estimated_eval_tokens": 1040 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "The two issues are closely related gateway resiliency feature requests, but they are not clearly the same duplicate: one centers on failure recovery plus notifications, while the other asks for self-healing with a configurable recovery workflow.", + "confidence": 0.63, + "canonical_issue_reason": "Issue 55347 is the clearer, more specific description of the core recovery/self-healing feature and is a better anchor if the cluster is treated as one topic.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 55347 is the best single representative because it states the mechanism and configurability more concretely than 53684.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:53684", + "right": "issue:55347", + "accept": false, + "reason": "Same broad gateway recovery theme, but not the same concrete request: 53684 adds notification mechanism details, while 55347 focuses on self-healing and configurable recovery workflow." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 85, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-53698-2", + "nodes": [ + "issue:53698", + "issue:66965" + ], + "soft_pairs": [ + "issue:53698|issue:66965" + ], + "prepared_review_unit_hash": "209f68623ef8dc931264f3313eb344080a6ab61c0b1d7bb5397fa30132a019c3", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1630, + "estimated_input_tokens": 408, + "estimated_eval_tokens": 1072 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1630, + "estimated_input_tokens": 408, + "estimated_eval_tokens": 1072 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Both issues describe the same WhatsApp idle-reconnect problem: a hardcoded ~30 minute message timeout that should be configurable to prevent reconnect loops on low-traffic setups.", + "confidence": 0.97, + "canonical_issue_reason": "Issue #53698 is the more detailed report, explicitly naming the hardcoded MESSAGE_TIMEOUT_MS value and the reconnect-loop symptom.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue #53698 is the best canonical issue because it states both the root cause and the user-facing impact clearly.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:53698", + "right": "issue:66965", + "accept": true, + "reason": "Same underlying bug and requested fix: expose WhatsApp message timeout as a config option to stop idle reconnect loops." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The conclusion is grounded in the packet: both issue titles describe the same WhatsApp idle-reconnect problem and the same requested remedy (make the message timeout configurable). The soft-edge accept is conservative enough, and there is no PR-mergeability concern here because this is an issue pair." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 86, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-53896-2", + "nodes": [ + "issue:53896", + "issue:66283" + ], + "soft_pairs": [ + "issue:53896|issue:66283" + ], + "prepared_review_unit_hash": "e156ad43e69b571d436d86e496b233f1fd90ada7bbda7fe0127d4a369b49e75e", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1584, + "estimated_input_tokens": 396, + "estimated_eval_tokens": 1048 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1584, + "estimated_input_tokens": 396, + "estimated_eval_tokens": 1048 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Both items are bug reports about runtime TypeErrors, but they point to different code paths and failure modes: one is in sessions_spawn with a missing value being trimmed, the other is a cron agentTurn payload causing a startsWith crash. They are related only at a broad symptom level, not as the same underlying defect.", + "confidence": 0.88, + "canonical_issue_reason": "Issue #53896 is the better canonical issue because it is more specific about the crashing function and error cause, making it a clearer representative for the sessions_spawn bug.", + "canonical_pr_reason": null, + "best_issue_reason": "#53896 is the best issue candidate overall since it describes a concrete crash location and failure mechanism; #66283 appears to be a separate cron-related bug.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:53896", + "right": "issue:66283", + "accept": false, + "reason": "Reject: the reports involve different subsystems and different thrown errors ('trim' vs 'startsWith'), so they do not look like the same underlying bug." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 87, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-53910-2", + "nodes": [ + "issue:53910", + "issue:53911" + ], + "soft_pairs": [ + "issue:53910|issue:53911" + ], + "prepared_review_unit_hash": "961242fe3a7dd917f990234adcecbbb82ed93977e8ac5b34ff1c4c53be188899", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1604, + "estimated_input_tokens": 401, + "estimated_eval_tokens": 1058 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1604, + "estimated_input_tokens": 401, + "estimated_eval_tokens": 1058 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These two msteams bugs are related to error handling, but they describe different failure modes: one is about errors being logged as `[object Object]` instead of stringified, the other is about the agent not detecting or surfacing message delivery failures. I would not treat them as the same underlying issue.", + "confidence": 0.88, + "canonical_issue_reason": "Issue #53911 is the broader, more fundamental msteams error-handling bug: delivery failures are being silently dropped. #53910 looks like a separate logging/serialization symptom.", + "canonical_pr_reason": null, + "best_issue_reason": "#53911 is the better representative issue because it captures the underlying functional failure rather than just the log formatting problem.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:53910", + "right": "issue:53911", + "accept": false, + "reason": "Related area, but not the same bug: one concerns stringifying logged errors, the other concerns failure delivery being ignored/silently dropped." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 88, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-54077-2", + "nodes": [ + "issue:54077", + "issue:64402" + ], + "soft_pairs": [ + "issue:54077|issue:64402" + ], + "prepared_review_unit_hash": "6093662a7987725c556a4d067994c6770bc95f8a3fdee8862541d2f67a7ad6f8", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1652, + "estimated_input_tokens": 413, + "estimated_eval_tokens": 1082 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1652, + "estimated_input_tokens": 413, + "estimated_eval_tokens": 1082 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These two issues both touch Discord agent capability exposure, but they describe different missing paths: one is a DM-session message-tool omission under a specific profile/allowlist setup, while the other is about channel/thread create actions being advertised without a usable runtime path. They do not look like the same underlying bug.", + "confidence": 0.91, + "canonical_issue_reason": "issue #54077 is the more concrete, user-facing bug report with a specific reproduction scenario and narrow failure mode.", + "canonical_pr_reason": null, + "best_issue_reason": "#54077 is the best representative issue because it describes a specific broken behavior rather than a broader capability/documentation mismatch.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:54077", + "right": "issue:64402", + "accept": false, + "reason": "Different underlying problems: missing message tool in DM sessions vs. advertised channel/thread create actions lacking an invokable path. Related subsystem, but not the same bug and unlikely to be fixed by one change." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 89, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-62496-2", + "nodes": [ + "issue:62496", + "issue:65951" + ], + "soft_pairs": [ + "issue:62496|issue:65951" + ], + "prepared_review_unit_hash": "3d23349e0643c70294f434d207808d5544ed8326cfd9cf3a1d511395b3e89a81", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1714, + "estimated_input_tokens": 429, + "estimated_eval_tokens": 1114 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1714, + "estimated_input_tokens": 429, + "estimated_eval_tokens": 1114 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Both issues concern Telegram DM audio handling, but they describe different failure modes: one is attachment normalization causing voice-note transcription to fail, the other is a later regression where auto-TTS is skipped after transcript replacement flips inboundAudio. Related subsystem, not the same bug.", + "confidence": 0.87, + "canonical_issue_reason": "Issue 62496 is the more concrete, root-cause-oriented report: it identifies the failing code path (`allMedia[n].path` undefined -> `normalizeAttachments` drops audio) and describes a clear reproduction/failure.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 62496 is the best representative of the cluster because it pins the bug to a specific attachment-processing defect, making it more actionable than the broader follow-on symptom in 65951.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:62496", + "right": "issue:65951", + "accept": false, + "reason": "Reject: both involve Telegram DM voice notes, but 62496 is about transcription failing during attachment normalization, while 65951 is about auto-TTS suppression after transcript replacement changes `inboundAudio`. Different concrete code-path failures, not clearly the same underlying bug." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 90, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-62912-2", + "nodes": [ + "issue:62912", + "issue:62913" + ], + "soft_pairs": [ + "issue:62912|issue:62913" + ], + "prepared_review_unit_hash": "d779f38b95336d780d1a46bf73aa3e3d0fe6d919f10780720f3a542cbe5dd054", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1649, + "estimated_input_tokens": 413, + "estimated_eval_tokens": 1082 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1649, + "estimated_input_tokens": 413, + "estimated_eval_tokens": 1082 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "The two issues are related to the agent continuing to act after a user attempts to stop it, but they read as different failure modes: one is cancellation/reset not halting an active execution, the other is broader instruction-following/autonomy after being told to stop a particular approach. I would not merge them as the same bug.", + "confidence": 0.79, + "canonical_issue_reason": "Issue 62912 is the more concrete report: it names the session abort/reset path and the visible symptom of continued external actions after Stop and /new, making it a better anchor for triage.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 62912 is the best representative because it describes a specific control-flow failure and user-visible reproduction context, whereas 62913 is phrased more generally.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:62912", + "right": "issue:62913", + "accept": false, + "reason": "Related behavior, but not clearly the same underlying bug: 62912 is about execution cancellation/reset failing to stop active actions, while 62913 is about the agent disregarding a stop instruction and choosing an autonomous approach." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 91, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-62949-6", + "nodes": [ + "issue:62949", + "issue:63114", + "issue:63239", + "issue:63358", + "issue:63360", + "issue:63361" + ], + "soft_pairs": [ + "issue:62949|issue:63360", + "issue:63114|issue:63360", + "issue:63114|issue:63239", + "issue:63114|issue:63358", + "issue:63114|issue:63361", + "issue:63239|issue:63358", + "issue:63239|issue:63360", + "issue:63358|issue:63360", + "issue:63358|issue:63361", + "issue:63360|issue:63361" + ], + "prepared_review_unit_hash": "f03dbf925991c2cec479a3a0aafbf59ba40eec7e53676dbeb90f089025864907", + "component_budget": { + "node_count": 6, + "item_count": 6, + "soft_pair_count": 10, + "serialized_chars": 7042, + "estimated_input_tokens": 1761, + "estimated_eval_tokens": 3778 + }, + "budget": { + "node_count": 6, + "item_count": 6, + "soft_pair_count": 10, + "serialized_chars": 7042, + "estimated_input_tokens": 1761, + "estimated_eval_tokens": 3778 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "One issue is unrelated (test-harness vitest bundle leakage). The other five issues all describe the same Slack contract-api startup/config-load crash around `legacyConfigRules` / `Cannot read properties of undefined (reading 't')`, so they belong in one duplicate cluster.", + "confidence": 0.9, + "canonical_issue_reason": "Issue 63360 is the clearest bug report for the shared crash: it names the exact user-facing failure, the Slack contract-api `legacyConfigRules` getter, and the startup impact.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 63360 is the best representative because it gives the most specific failing path while still describing the common crash seen across the cluster.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:62949", + "right": "issue:63360", + "accept": false, + "reason": "Different problem: vitest leaking into the production bundle vs. a Slack contract-api config-load crash." + }, + { + "left": "issue:63114", + "right": "issue:63360", + "accept": true, + "reason": "Same underlying Slack contract-api TypeError on startup/config load; the titles point to the same undefined `t`/getter failure." + }, + { + "left": "issue:63114", + "right": "issue:63239", + "accept": true, + "reason": "Both report the same Slack contract-api regression causing the same TypeError during config load." + }, + { + "left": "issue:63114", + "right": "issue:63358", + "accept": true, + "reason": "Same crash symptoms in the same Slack contract API path; one is just phrased as config-load failure when disabled." + }, + { + "left": "issue:63114", + "right": "issue:63361", + "accept": true, + "reason": "`63361` is effectively the fix/duplicate report for the same contract-api crash described in `63114`." + }, + { + "left": "issue:63239", + "right": "issue:63358", + "accept": true, + "reason": "Both describe the same regression/crash on Slack config load, just with different wording and scope." + }, + { + "left": "issue:63239", + "right": "issue:63360", + "accept": true, + "reason": "Same error and same Slack contract-api startup path; `63360` is a more specific repro of the same bug." + }, + { + "left": "issue:63358", + "right": "issue:63360", + "accept": true, + "reason": "Same underlying crash in Slack contract-api during config load/startup." + }, + { + "left": "issue:63358", + "right": "issue:63361", + "accept": true, + "reason": "Both center on the same Slack contract API crash; `63361` describes the stub needed to avoid it." + }, + { + "left": "issue:63360", + "right": "issue:63361", + "accept": true, + "reason": "Same exact code path: `legacyConfigRules` getter crash / undefined `t` during Slack startup." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "Grounded overall: 62949 is clearly unrelated, and the Slack issues consistently point to the same contract-api/config-load crash around `t`/`legacyConfigRules`. Minor caution: 63361 reads more like a fix report than a pure duplicate, so 'same bug cluster' is a safer phrasing than 'duplicate cluster'." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 92, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-63132-2", + "nodes": [ + "issue:63132", + "issue:66691" + ], + "soft_pairs": [ + "issue:63132|issue:66691" + ], + "prepared_review_unit_hash": "f07dc0000169cc710059673a65ecdafbf807aa5649b0323edc7e9f95dac1f846", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1650, + "estimated_input_tokens": 413, + "estimated_eval_tokens": 1082 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1650, + "estimated_input_tokens": 413, + "estimated_eval_tokens": 1082 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "The two issues are likely related and may be duplicates, but the packet does not provide enough concrete evidence to confidently merge them. They both concern STT/audio transcription and private-network/LAN request handling, yet the only linkage shown is soft similarity, with no explicit targets, shared filenames, or deterministic acceptance.", + "confidence": 0.64, + "canonical_issue_reason": "If these are clustered, #63132 is the better canonical issue because it is the broader, open report and describes the underlying STT transcription/SSRF failure without narrowing itself to one specific release note.", + "canonical_pr_reason": null, + "best_issue_reason": "#63132 is the best issue candidate for the cluster because it is the broader root-style report and is open, while #66691 is a narrower, release-specific regression report that appears more derivative.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:63132", + "right": "issue:66691", + "accept": false, + "reason": "The overlap is suggestive, but the evidence is too thin to treat them as the same underlying bug with confidence. There are no explicit links or shared targets, and the only signal is soft similarity; a conservative read is likely related/possible duplicate, not a confirmed duplicate pair." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "The summary is a bit too strong for the evidence in the packet. The two titles clearly overlap around STT/audio transcription and private-network handling, but the only pair signal shown is soft_similarity with no explicit links or shared targets, and the deterministic accept is false. A conservative read would be \"likely related/possibly duplicate\" rather than asserting they are the same regression and should be clustered as duplicates." + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 93, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-63290-2", + "nodes": [ + "issue:63290", + "issue:63310" + ], + "soft_pairs": [ + "issue:63290|issue:63310" + ], + "prepared_review_unit_hash": "1ae54fda6aad310a8867dbec2a78731a947960f8a87a4500603cfaa4a6a53867", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1560, + "estimated_input_tokens": 390, + "estimated_eval_tokens": 1036 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1560, + "estimated_input_tokens": 390, + "estimated_eval_tokens": 1036 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "The two issues are related to AI/agent orchestration, but they describe different feature directions: one is a chief-of-staff coordination layer for multi-agent workflows, the other is a managed-agents layer for long-lived delegated work. I would not treat them as duplicates.", + "confidence": 0.88, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": "Issue 63310 is the slightly better representative of the cluster because it states a broader, more general platform feature, but it still appears distinct from 63290 rather than a duplicate.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:63290", + "right": "issue:63310", + "accept": false, + "reason": "Related agent-platform ideas, but not the same underlying feature request: orchestration for multi-agent workflows vs managed long-lived delegation. They could coexist as separate work items." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 94, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-63306-2", + "nodes": [ + "issue:63306", + "issue:63307" + ], + "soft_pairs": [ + "issue:63306|issue:63307" + ], + "prepared_review_unit_hash": "5e099104993fdf0e010e772cc85f6d2b03283bbc237aef3b71b457b438e769e6", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1542, + "estimated_input_tokens": 386, + "estimated_eval_tokens": 1028 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1542, + "estimated_input_tokens": 386, + "estimated_eval_tokens": 1028 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "The two issues are related only at a very broad meta level, but they target different problem areas: orchestration/multi-agent operator UX vs retrieval/context efficiency/session quality. They should not be deduplicated.", + "confidence": 0.95, + "canonical_issue_reason": "No canonical issue: these describe different underlying product concerns and do not appear to be duplicates.", + "canonical_pr_reason": null, + "best_issue_reason": "If forced to pick one representative, 63306 is a slightly cleaner standalone meta issue, but it does not subsume 63307.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:63306", + "right": "issue:63307", + "accept": false, + "reason": "Different meta topics with no shared concrete bug or change; soft similarity is too broad to treat as a duplicate." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 95, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-63420-2", + "nodes": [ + "issue:63420", + "issue:64943" + ], + "soft_pairs": [ + "issue:63420|issue:64943" + ], + "prepared_review_unit_hash": "663f2ccceb69ce26b0635ce7a371f4faf4caf816699d97dc5986a698cd236ef4", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1679, + "estimated_input_tokens": 420, + "estimated_eval_tokens": 1096 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1679, + "estimated_input_tokens": 420, + "estimated_eval_tokens": 1096 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Both issues point at a post-upgrade regression in the memory/memory-core pipeline, but they describe different failure modes and are not close enough to merge as duplicates with confidence.", + "confidence": 0.68, + "canonical_issue_reason": "issue:63420 is the cleaner canonical report: it states the concrete user-visible symptom (memory log files no longer generated) and the unexpected dependency regression (embedding API now required).", + "canonical_pr_reason": null, + "best_issue_reason": "issue:64943 is broader and more diagnostic, but it reads like an adjacent regression report in the same subsystem rather than the single best exemplar for the cluster.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:63420", + "right": "issue:64943", + "accept": false, + "reason": "Same general subsystem and time window, but the titles describe different breakages: one is about memory log generation requiring embeddings, the other about embedded reflection falling back to a minimal pointer. Not enough evidence they are the exact same bug." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 96, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-63585-2", + "nodes": [ + "issue:63585", + "issue:63659" + ], + "soft_pairs": [ + "issue:63585|issue:63659" + ], + "prepared_review_unit_hash": "f5263996761b7438fa3ba02b27b1523ad66371fa58b6a3d3a23e67366330f159", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1648, + "estimated_input_tokens": 412, + "estimated_eval_tokens": 1080 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1648, + "estimated_input_tokens": 412, + "estimated_eval_tokens": 1080 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These two issues describe the same Slack DM assistant thread_ts loss in subagent results; the second issue adds a concurrency/cross-thread contamination angle but points to the same underlying bug.", + "confidence": 0.89, + "canonical_issue_reason": "Issue #63659 is the better canonical issue: it is open, more detailed, and includes the concurrent-request contamination context that sharpens the root problem.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue #63659 is the strongest representative of the cluster because it is the more complete and current report of the same Slack thread continuity failure.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:63585", + "right": "issue:63659", + "accept": true, + "reason": "Same underlying Slack DM assistant bug: subagent results lose thread_ts and break conversation continuity. The newer issue adds concurrency detail, but not a different code-path problem." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet: both issue titles center on subagent results losing thread_ts in Slack DM assistant threads, and #63659 is plausibly the better canonical issue because it is open and more specific about concurrent-request contamination. The soft-edge verdict is suitably conservative given the strong title overlap and the lack of any evidence of a different bug class." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 97, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-63664-2", + "nodes": [ + "issue:63664", + "issue:66612" + ], + "soft_pairs": [ + "issue:63664|issue:66612" + ], + "prepared_review_unit_hash": "cdc1a252d1fdc2c5e4704f42bd5aa1c073ee450f58ba8da20cfe45a65967e144", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1573, + "estimated_input_tokens": 394, + "estimated_eval_tokens": 1044 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1573, + "estimated_input_tokens": 394, + "estimated_eval_tokens": 1044 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "The two issues are thematically related around flush/write behavior, but they describe different failures: one is a broad write-tool blockage during compaction, the other is a sandbox refusal to write SESSION_HANDOFF.md despite instructions. I would not treat them as duplicates.", + "confidence": 0.86, + "canonical_issue_reason": "Issue #63664 is the better canonical issue because it describes the broader underlying failure mode\u2014session flush/compaction blocking the write tool entirely\u2014while #66612 reads like a narrower, file-specific manifestation.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue #63664 is the strongest representative for the cluster since it frames the core system behavior more generally and is less tied to one filename or prompt detail.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:63664", + "right": "issue:66612", + "accept": false, + "reason": "Related symptom area, but not enough evidence of the same underlying bug. One is a general compaction/write-tool blockage; the other is a specific sandbox rejection for SESSION_HANDOFF.md. They could share a subsystem without being duplicates." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 98, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-63741-2", + "nodes": [ + "issue:63741", + "issue:66995" + ], + "soft_pairs": [ + "issue:63741|issue:66995" + ], + "prepared_review_unit_hash": "504b134bcd3f4ccb6a859a3cd7c7f9d8bc81774ff2cb5a61bb417bf9e97d0c59", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1440, + "estimated_input_tokens": 360, + "estimated_eval_tokens": 976 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1440, + "estimated_input_tokens": 360, + "estimated_eval_tokens": 976 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Both items are closed issues with no substantive description or shared targets. The only signal is weak title similarity, so this cluster does not support a duplicate relationship.", + "confidence": 0.97, + "canonical_issue_reason": "Issue 63741 is only marginally better because its title indicates status/context, but it still lacks any real bug detail, so it is not a strong canonical issue.", + "canonical_pr_reason": null, + "best_issue_reason": "Neither issue is a good canonical representative for a duplicate cluster because both are effectively placeholder/closed-only entries with no actionable content.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:63741", + "right": "issue:66995", + "accept": false, + "reason": "Reject: both are closed placeholder-style issues with no concrete problem statement, targets, or shared evidence beyond weak similarity in the titles." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 99, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-63749-2", + "nodes": [ + "issue:63749", + "issue:64507" + ], + "soft_pairs": [ + "issue:63749|issue:64507" + ], + "prepared_review_unit_hash": "e45e33e37286070b6d7505eb0c539d2227c1799192e380981f651a4f590c71e7", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1597, + "estimated_input_tokens": 400, + "estimated_eval_tokens": 1056 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1597, + "estimated_input_tokens": 400, + "estimated_eval_tokens": 1056 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These two issues describe the same feature request: adding a default delivery target for cross-session message calls to remove hardcoded targeting. The newer open issue is the cleaner canonical representative.", + "confidence": 0.97, + "canonical_issue_reason": "Issue 64507 is the cleaner, more direct statement of the same request and is still open, making it the best canonical issue for the cluster.", + "canonical_pr_reason": null, + "best_issue_reason": "64507 best captures the underlying feature without the extra parenthetical wording and should be the representative issue.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:63749", + "right": "issue:64507", + "accept": true, + "reason": "Near-identical titles and same feature intent: default delivery target for cross-session message calls." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is well grounded in the packet: both issue titles describe the same feature intent, and the newer open issue 64507 is a reasonable canonical representative. The soft-edge acceptance is conservative enough given the very high title similarity and shared wording, with no evidence of overclaiming beyond the packet." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 100, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-63820-2", + "nodes": [ + "issue:63820", + "issue:68315" + ], + "soft_pairs": [ + "issue:63820|issue:68315" + ], + "prepared_review_unit_hash": "29f8cc838d86442de1e124a0ebee3d47789f7c8d4de327203e6022bbfdf96982", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1567, + "estimated_input_tokens": 392, + "estimated_eval_tokens": 1040 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1567, + "estimated_input_tokens": 392, + "estimated_eval_tokens": 1040 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "The two issues share the same daily session reset terminology, but with only titles and metadata there isn\u2019t enough evidence to confirm they are the same bug. They look related, with #68315 the broader regression report and #63820 the more specific channel-sessions variant.", + "confidence": 0.61, + "canonical_issue_reason": "#68315 is the better umbrella report because it is broader and includes the regression/version context, but the evidence is still insufficient to prove it fully duplicates #63820.", + "canonical_pr_reason": null, + "best_issue_reason": "#68315 is the strongest single issue candidate since it is more general and easier to route future reports against, even though the duplicate relationship is not established.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:63820", + "right": "issue:68315", + "accept": false, + "reason": "Possible related reports, but the packet only shows overlapping daily reset wording. One is specific to channel sessions and the other is a broader 4.14+ regression; that is not enough to confirm the same underlying bug." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "The summary is a bit too strong for the evidence in the packet. We only have titles and metadata, and they show overlapping terminology around daily session reset, but not enough to confidently say the two issues describe the same bug. The soft-edge verdict should be more conservative (e.g., 'possible duplicate' or 'likely related') rather than an outright accept." + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 101, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-63853-2", + "nodes": [ + "issue:63853", + "issue:64442" + ], + "soft_pairs": [ + "issue:63853|issue:64442" + ], + "prepared_review_unit_hash": "5207d47acc74db11867c23673503990a77f9dad2820a7bdc7a487cffc70e8a3f", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1618, + "estimated_input_tokens": 405, + "estimated_eval_tokens": 1066 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1618, + "estimated_input_tokens": 405, + "estimated_eval_tokens": 1066 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These are not duplicates: both describe stale-socket behavior, but one is a WhatsApp silent message-loss bug and the other is a Discord reaction-listener timeout/restart loop.", + "confidence": 0.96, + "canonical_issue_reason": "Issue 63853 is the clearer representative if a single anchor is needed: it states the stale-socket symptom and user impact more concretely, while 64442 is a different Discord-specific timeout loop.", + "canonical_pr_reason": null, + "best_issue_reason": "63853 is the best issue for this cluster because it most directly captures the underlying stale-connection failure mode with a concrete outcome (silent inbound message loss).", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:63853", + "right": "issue:64442", + "accept": false, + "reason": "Reject: same broad stale-socket theme, but different integrations, different triggers, and different observed failures (WhatsApp silent message loss vs Discord listener timeout/restart loop)." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 102, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-63925-2", + "nodes": [ + "issue:63925", + "issue:66803" + ], + "soft_pairs": [ + "issue:63925|issue:66803" + ], + "prepared_review_unit_hash": "5e894a5e9bb40aa7d428b966ea0b0979ca7e0808bbdca845516b841bde714a31", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1557, + "estimated_input_tokens": 390, + "estimated_eval_tokens": 1036 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1557, + "estimated_input_tokens": 390, + "estimated_eval_tokens": 1036 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These are two separate feature requests about different timeout settings in different parts of the product; they are not duplicates.", + "confidence": 0.96, + "canonical_issue_reason": "Issue #63925 is the more specific request and clearly scoped to a single WhatsApp web watchdog timeout configuration.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue #63925 is the better canonical issue because it has a narrower, more concrete target than the broader CDP launch timeout request.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:63925", + "right": "issue:66803", + "accept": false, + "reason": "They concern different timeout knobs in different workflows: WhatsApp web message watchdog vs browser automation CDP launch timeout. Same general theme, but not the same underlying bug or change." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 103, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-63973-3", + "nodes": [ + "issue:63973", + "issue:64455", + "issue:65313" + ], + "soft_pairs": [ + "issue:63973|issue:64455", + "issue:64455|issue:65313" + ], + "prepared_review_unit_hash": "20865e5612fe066e482dcc5762b1bcef0c04824e27b70ba3c8bf2c51a3912981", + "component_budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 2587, + "estimated_input_tokens": 647, + "estimated_eval_tokens": 1550 + }, + "budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 2587, + "estimated_input_tokens": 647, + "estimated_eval_tokens": 1550 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These three issues cluster around Discord ACP threaded sessions failing with `thread_binding_invalid`. The most concrete and likely duplicate-tracking issue is #64455. #65313 looks like the same bug described more generally, while #63973 appears broader and may include additional causes (binding manager init and channel-id normalization) rather than the exact same failure mode.", + "confidence": 0.74, + "canonical_issue_reason": "#64455 is the most specific and actionable report: it names the exact failing operation (thread spawn) and the concrete trigger (`parent conversation resolves to channel:`), making it the best representative of the cluster.", + "canonical_pr_reason": null, + "best_issue_reason": "#64455 best captures the shared core symptom in the cluster with the clearest reproduction context; #65313 is more generic, and #63973 reads broader/less singular in root cause.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:63973", + "right": "issue:64455", + "accept": false, + "reason": "Same area and symptom, but #63973 suggests broader root causes (binding manager init / channel-id normalization) rather than the same concrete bug as #64455. Not enough evidence they are the exact same underlying issue." + }, + { + "left": "issue:64455", + "right": "issue:65313", + "accept": true, + "reason": "Both describe the same Discord ACP thread-binding failure with `thread_binding_invalid`; #65313 is just a more generic restatement of the same bug and likely duplicate of #64455." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The analyst stays grounded in the packet: the shared `thread_binding_invalid` / Discord ACP threaded-session symptom is supported by the issue titles, and the soft-edge calls are conservative given only soft similarity evidence. The distinction that #63973 is broader while #64455/#65313 are closer is reasonable from the titles alone." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 104, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-64246-3", + "nodes": [ + "issue:64246", + "issue:64247", + "issue:64248" + ], + "soft_pairs": [ + "issue:64246|issue:64248", + "issue:64247|issue:64248" + ], + "prepared_review_unit_hash": "d5d0edd6ad6402396a7a07c8f108102992550e327952c138796fde605231eb59", + "component_budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 2512, + "estimated_input_tokens": 628, + "estimated_eval_tokens": 1512 + }, + "budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 2512, + "estimated_input_tokens": 628, + "estimated_eval_tokens": 1512 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "64248 remains the best anchor for the cluster as the core bootstrap selection behavior. 64246 is a narrower lifecycle/preservation bug, and 64247 is related feature-adjacent config/docs work but not clearly the same underlying change as 64248 based on the available evidence.", + "confidence": 0.72, + "canonical_issue_reason": "64248 is the most directly scoped to the core model-aware bootstrap selection behavior and best represents the central issue in the cluster.", + "canonical_pr_reason": null, + "best_issue_reason": "64248 is the strongest single issue to anchor the cluster because it names the core behavior rather than a supporting config/docs or lifecycle variant.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:64246", + "right": "issue:64248", + "accept": false, + "reason": "Related bootstrap topic, but 64246 is specifically about preserving the effective AGENTS source across transitions, which is narrower than the core selection behavior in 64248." + }, + { + "left": "issue:64247", + "right": "issue:64248", + "accept": false, + "reason": "The evidence is only title-level similarity; 64247 reads as config/docs around model-aware AGENTS file selection, while 64248 is the core bootstrap selection behavior. Related, but not enough to treat as the same underlying change." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "The core anchor on 64248 is well grounded, and the 64246 rejection is conservative. However, the 64247\u219264248 soft-edge is stated too strongly for the evidence available: the packet shows only title-level soft similarity (no shared files/targets or explicit links), and 64247 is framed as core config/docs while 64248 is the core bootstrap behavior. That makes them plausibly related, but not enough to confidently call them the same underlying change without more caution." + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 105, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-64360-2", + "nodes": [ + "issue:64360", + "issue:67409" + ], + "soft_pairs": [ + "issue:64360|issue:67409" + ], + "prepared_review_unit_hash": "68ce65d1c6e7cc94318a94c2a0b846f5897c5cb0c6f22bbc4882c318e42cb594", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1544, + "estimated_input_tokens": 386, + "estimated_eval_tokens": 1028 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1544, + "estimated_input_tokens": 386, + "estimated_eval_tokens": 1028 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Both issues are asking for the same enhancement: adding support for a `model` override / `dreaming.model` config option in Dreaming. They look like duplicate feature requests rather than separate problems.", + "confidence": 0.92, + "canonical_issue_reason": "Issue 67409 is the more specific and current phrasing of the request, explicitly naming `dreaming.model` and the target plugin, so it is the better representative issue.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 67409 is the best issue to keep as the cluster representative because it is open, specific, and describes the desired config option directly.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:64360", + "right": "issue:67409", + "accept": true, + "reason": "Same underlying feature request: support a model override in Dreaming config / add `dreaming.model` for the memory-core plugin. The titles differ only in wording and scope." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The cluster is grounded in the packet: both issue titles describe the same requested capability around a `model` override / `dreaming.model` config option, and 67409 is the newer open issue with the more specific wording. The soft-edge acceptance is conservative enough given the title-level overlap." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 106, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-64363-2", + "nodes": [ + "issue:64363", + "issue:68006" + ], + "soft_pairs": [ + "issue:64363|issue:68006" + ], + "prepared_review_unit_hash": "f1213177ccfa344cbc4ec7c447aca08f413ded508e8b755a59b19a15334d71cc", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1560, + "estimated_input_tokens": 390, + "estimated_eval_tokens": 1036 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1560, + "estimated_input_tokens": 390, + "estimated_eval_tokens": 1036 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Both issues request support for Anthropic\u2019s advisor tool type, so they appear to describe the same underlying feature request rather than separate problems.", + "confidence": 0.91, + "canonical_issue_reason": "Issue #68006 is the more specific request, naming the exact advisor tool type (`advisor_20260301`) and the support needed.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue #68006 is the best representative because it is narrower and more concrete, making it easier to track and implement against the exact Anthropic tool type.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:64363", + "right": "issue:68006", + "accept": true, + "reason": "Both titles point to Anthropic advisor tool support via model params/config; #68006 is just the more specific phrasing of the same feature request." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet: both issue titles clearly point to Anthropic advisor tool support, and treating #68006 as the more specific formulation is conservative. The soft-edge accept is reasonable given the direct title overlap and no evidence of different bugs." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 107, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-64461-3", + "nodes": [ + "issue:64461", + "issue:64462", + "issue:64467" + ], + "soft_pairs": [ + "issue:64461|issue:64462", + "issue:64461|issue:64467", + "issue:64462|issue:64467" + ], + "prepared_review_unit_hash": "e23522f3406399ef48a0c43dd563359f496b6dd520cbd7739ee2d3b3b8dedb61", + "component_budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 3, + "serialized_chars": 2873, + "estimated_input_tokens": 719, + "estimated_eval_tokens": 1694 + }, + "budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 3, + "serialized_chars": 2873, + "estimated_input_tokens": 719, + "estimated_eval_tokens": 1694 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "64461 and 64462 appear to be the same underlying bug class: bundled skills shipping with malformed YAML frontmatter, with 64462 naming a specific affected skill. 64467 is a different update-state bug and should not be clustered with them.", + "confidence": 0.96, + "canonical_issue_reason": "Issue 64461 is the best canonical issue because it states the broader problem generically ('bundled taskflow skill ships with malformed YAML frontmatter'), while 64462 looks like a specific instance of the same frontmatter defect in one bundled skill.", + "canonical_pr_reason": null, + "best_issue_reason": "64461 is the clearest representative of the frontmatter-bug cluster: concise, general, and not tied to just one bundled skill.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:64461", + "right": "issue:64462", + "accept": true, + "reason": "Near-identical bug report; only the affected bundled skill name differs, and both describe malformed YAML frontmatter in bundled taskflow skills." + }, + { + "left": "issue:64461", + "right": "issue:64467", + "accept": false, + "reason": "Different defect class: re-enabling disabled skills after update is about state persistence, not malformed YAML frontmatter." + }, + { + "left": "issue:64462", + "right": "issue:64467", + "accept": false, + "reason": "No shared underlying code-path bug; one is a frontmatter formatting issue and the other is disabled-state restoration after update." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet: 64461 and 64462 both clearly describe malformed YAML frontmatter in bundled taskflow-related skills, while 64467 is a different disabled-state-after-update bug. The pair verdicts are conservative and consistent with the titles; no PR mergeability issue applies." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 108, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-64620-2", + "nodes": [ + "issue:64620", + "issue:65965" + ], + "soft_pairs": [ + "issue:64620|issue:65965" + ], + "prepared_review_unit_hash": "032d497e52baee546290d78763799f1e64cc569725528bf295905eafecf671e9", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1618, + "estimated_input_tokens": 405, + "estimated_eval_tokens": 1066 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1618, + "estimated_input_tokens": 405, + "estimated_eval_tokens": 1066 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "The two reports are closely related and both involve memory-wiki CJK slug handling, but the available evidence is not strong enough to treat them as the same underlying bug. One focuses on non-ASCII stripping in slugifyWikiSegment, while the other adds the distinct symptom of silent overwrite from missing unique suffixes. I\u2019d cluster them as related, not duplicate, and keep #65965 as the best representative because it is more specific and actionable.", + "confidence": 0.71, + "canonical_issue_reason": "#65965 is the better canonical issue because it is the more specific and actionable report: it describes the ASCII-only slug behavior plus the collision/overwrite consequence, which captures the broader user impact.", + "canonical_pr_reason": null, + "best_issue_reason": "#65965 is the best cluster representative since it is open and frames the problem in terms of both slug generation and the overwrite/collision failure mode.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:64620", + "right": "issue:65965", + "accept": false, + "reason": "The titles suggest overlapping slug/CJK symptoms, but not necessarily the same root cause. One report is about non-ASCII stripping, while the other adds silent overwrite/no unique suffix; with only soft_similarity and no body evidence tying them to one concrete bug, this is better treated as related rather than duplicate." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "The cluster summary is directionally plausible, but the soft-edge verdict is too strong for the evidence in the packet. The two issues are clearly related thematically, yet the packet only provides soft_similarity and the titles point to overlapping but not identical symptoms: one reports non-ASCII stripping, the other reports silent overwrite/no unique suffix. That supports a cautious 'related' judgment, not a confident same-root-cause accept. Please downgrade the pair verdict or explain additional evidence from the issue bodies." + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 109, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-64725-2", + "nodes": [ + "issue:64725", + "issue:64726" + ], + "soft_pairs": [ + "issue:64725|issue:64726" + ], + "prepared_review_unit_hash": "ebf917b92840659078153a95b11f69bf1da9a7b6ceadf1ae3b5aa53d0da9106d", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1617, + "estimated_input_tokens": 405, + "estimated_eval_tokens": 1066 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1617, + "estimated_input_tokens": 405, + "estimated_eval_tokens": 1066 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "The two issues describe different problems in different parts of the system: hybrid search scoring/tuning versus embedding cache behavior. They are not duplicates and should remain separate.", + "confidence": 0.97, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": "No single canonical issue fits this cluster because the issues target unrelated features; neither is a duplicate of the other.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:64725", + "right": "issue:64726", + "accept": false, + "reason": "Different subsystems and bug/change scopes: one is about hybrid search scoring/MMR weights, the other about embedding cache batching and invalidation. They do not look like the same underlying issue." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 110, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-64760-2", + "nodes": [ + "issue:64760", + "issue:64761" + ], + "soft_pairs": [ + "issue:64760|issue:64761" + ], + "prepared_review_unit_hash": "285e8c068edb25c7baf4fcaa3b3e09a42672683c7e912403abd64bf9732bdc10", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1531, + "estimated_input_tokens": 383, + "estimated_eval_tokens": 1022 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1531, + "estimated_input_tokens": 383, + "estimated_eval_tokens": 1022 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These are related optimization ideas but not the same underlying issue: one is about lazy-loading skill descriptions in the system prompt, the other about reducing per-turn tool schema token usage. They overlap in goal (lower prompt token cost) but target different prompt components and likely different fixes.", + "confidence": 0.89, + "canonical_issue_reason": "Issue 64761 is the broader, more central optimization target: it explicitly focuses on reducing repeated per-turn token cost, which better captures the shared theme of prompt overhead reduction.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 64761 is the best representative because it describes the recurring cost problem more generally, whereas 64760 is a narrower implementation idea for one prompt component.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:64760", + "right": "issue:64761", + "accept": false, + "reason": "Both are token-saving optimizations, but they address different sources of cost: skill descriptions in the system prompt versus tool schema tokens per turn. They are related, not the same bug/change." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 111, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-64772-2", + "nodes": [ + "issue:64772", + "issue:65743" + ], + "soft_pairs": [ + "issue:64772|issue:65743" + ], + "prepared_review_unit_hash": "30f61eefc2a0e1b558d684ee5e4e6f300315c3e1ceff003fb5c56bbe85bd5692", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1588, + "estimated_input_tokens": 397, + "estimated_eval_tokens": 1050 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1588, + "estimated_input_tokens": 397, + "estimated_eval_tokens": 1050 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "The two issues look related and may describe the same feature request, but the packet only provides similar titles plus a soft-similarity signal. That is not enough to treat them as definitively the same thread or to strongly prefer one as the canonical record.", + "confidence": 0.47, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": "#65743 is the slightly closer textual match because it uses the same core phrasing and appears more specific, but the available evidence is too thin to call it a definitive canonical thread.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:64772", + "right": "issue:65743", + "accept": false, + "reason": "The titles are highly similar, but the evidence is limited to soft similarity and does not show the same underlying request with enough confidence; the 'bootstrap hook' vs 'opt-in' wording could be substantively different." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "The packet only gives titles and a soft-similarity signal; it does not support the stronger claims that these are definitively the same request, that one is the canonical/preferred thread, or that the wording difference is not substantive. The soft-edge accept is too confident for the available evidence, and the summary should be phrased more tentatively." + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 112, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-64870-2", + "nodes": [ + "issue:64870", + "issue:68031" + ], + "soft_pairs": [ + "issue:64870|issue:68031" + ], + "prepared_review_unit_hash": "dd8b3e424c6aad3b9718e59b379081705556a9b69a9891a8cb4784e827c9eada", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1544, + "estimated_input_tokens": 386, + "estimated_eval_tokens": 1028 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1544, + "estimated_input_tokens": 386, + "estimated_eval_tokens": 1028 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "The pair is only a weak topical match based on the titles. Both mention MiniMax music-2.6 support, but there is not enough evidence to conclude they are the same underlying request or that #68031 is the canonical duplicate target.", + "confidence": 0.46, + "canonical_issue_reason": "Not enough evidence to designate a canonical issue; the overlap is limited to a similar feature request and there are no explicit links, shared targets, or discussion details tying them together.", + "canonical_pr_reason": null, + "best_issue_reason": "issue #68031 is the closer and more concise phrasing of the capability request, but the available evidence is still too thin to treat it as definitively canonical.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:64870", + "right": "issue:68031", + "accept": false, + "reason": "The titles are similar, but the metadata and descriptions do not establish that these are the same underlying request rather than related feature requests." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "The packet only supports a soft similarity between the two issues, based mainly on overlapping titles. That is enough to suggest a possible match, but not enough to state confidently that they are the same underlying request or that issue #68031 is the canonical/duplicate target. The summary also overreaches by implying the closed issue was likely the implementation/duplicate target; closure alone does not establish that. Please keep the verdict more conservative." + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 113, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-64878-2", + "nodes": [ + "issue:64878", + "issue:64879" + ], + "soft_pairs": [ + "issue:64878|issue:64879" + ], + "prepared_review_unit_hash": "abaf1762e1c08abf565985e2a42131c5e5b02c62bcff6e8031122dd69d2d17ed", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1576, + "estimated_input_tokens": 394, + "estimated_eval_tokens": 1044 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1576, + "estimated_input_tokens": 394, + "estimated_eval_tokens": 1044 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These two issues are related to qa-lab, but they describe different problems: one is about end-to-end CI execution and artifact publishing, while the other is about mock-server/provider realism or adding a live-frontier lane. They should not be treated as duplicates.", + "confidence": 0.96, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": "64878 is the more self-contained operational task around CI parity-gate execution and artifact publishing; 64879 is a separate mock-server fidelity/lane-design problem.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:64878", + "right": "issue:64879", + "accept": false, + "reason": "Different underlying work: CI/artifact automation versus provider-differentiation or live-frontier simulation. They may be adjacent in qa-lab, but not the same bug or change." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 114, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-64887-2", + "nodes": [ + "issue:64887", + "issue:64888" + ], + "soft_pairs": [ + "issue:64887|issue:64888" + ], + "prepared_review_unit_hash": "e7acbf93f537352b4993a6bcc71e1db8d85a38a21960f2a8a409e837e9c5ea10", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1561, + "estimated_input_tokens": 391, + "estimated_eval_tokens": 1038 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1561, + "estimated_input_tokens": 391, + "estimated_eval_tokens": 1038 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "The two issues are related to agent liveness-state handling, but they describe different work: one is about surfacing livenessState in user-facing payloads, while the other is about adding an error boundary and a new cancelled liveness state for runEmbeddedAttempt. They are adjacent, not duplicates.", + "confidence": 0.89, + "canonical_issue_reason": "Issue #64888 is the more concrete, implementation-focused bug report; #64887 is a broader request to expose livenessState in payloads.", + "canonical_pr_reason": null, + "best_issue_reason": "#64888 is the best representative issue in this cluster because it names a specific code path and a precise state transition to add, making it the clearest actionable item.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:64887", + "right": "issue:64888", + "accept": false, + "reason": "Related liveness-state topics, but one is a payload-surfacing request and the other is an error-boundary/cancelled-state fix; not the same underlying bug or change." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 115, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-64902-2", + "nodes": [ + "issue:64902", + "issue:64905" + ], + "soft_pairs": [ + "issue:64902|issue:64905" + ], + "prepared_review_unit_hash": "0e82573122002caae54ff834a3710d60b1988a30fad8e6906bd138f11b2eda81", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1662, + "estimated_input_tokens": 416, + "estimated_eval_tokens": 1088 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1662, + "estimated_input_tokens": 416, + "estimated_eval_tokens": 1088 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "The two issues are related only loosely by fallback behavior, but they describe different bugs: missing logging on a successful fallback versus stale auth cooldown state persisting across gateway restarts.", + "confidence": 0.96, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": "Issue 64902 is the cleaner standalone report, but it is not a duplicate of 64905 and should not be treated as the cluster canonical.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:64902", + "right": "issue:64905", + "accept": false, + "reason": "Different underlying problems and symptoms: 64902 is about audit/logging of a failed primary attempt when fallback succeeds; 64905 is about cached failure/cooldown state surviving restarts and bypassing the primary path." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 116, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-64937-5", + "nodes": [ + "issue:64937", + "issue:65183", + "issue:67891", + "issue:67899", + "issue:67900" + ], + "soft_pairs": [ + "issue:64937|issue:67891", + "issue:65183|issue:67899", + "issue:65183|issue:67900", + "issue:67891|issue:67899", + "issue:67891|issue:67900", + "issue:67899|issue:67900" + ], + "prepared_review_unit_hash": "561ab3a9bd9768af63d73bd5ccd075e35c70071a58ea1de8053de633ba04ebbd", + "component_budget": { + "node_count": 5, + "item_count": 5, + "soft_pair_count": 6, + "serialized_chars": 5074, + "estimated_input_tokens": 1269, + "estimated_eval_tokens": 2794 + }, + "budget": { + "node_count": 5, + "item_count": 5, + "soft_pair_count": 6, + "serialized_chars": 5074, + "estimated_input_tokens": 1269, + "estimated_eval_tokens": 2794 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "All five issues describe the same webhooks plugin async register() regression, with wording varying between doctor warnings and routes not being registered; 67899 and 67900 are exact duplicates.", + "confidence": 0.89, + "canonical_issue_reason": "issue:67891 is the clearest representative: it names the webhooks plugin, the async register() regression, and the concrete failure mode (routes never registered) without extra version-specific framing.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:67891 is the best single issue for the cluster because it is specific, concrete, and captures the root symptom rather than only the warning surface.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:64937", + "right": "issue:67891", + "accept": true, + "reason": "Same underlying webhooks-plugin async register regression; one emphasizes the doctor warning, the other the downstream route-registration failure." + }, + { + "left": "issue:65183", + "right": "issue:67899", + "accept": true, + "reason": "Both report the bundled/plugin async register() bug and the ignored-warning/routes-not-registered outcome." + }, + { + "left": "issue:65183", + "right": "issue:67900", + "accept": true, + "reason": "Same concrete async register() bug as 67899; only a duplicate re-report." + }, + { + "left": "issue:67891", + "right": "issue:67899", + "accept": true, + "reason": "Near-identical bug report: webhooks plugin async register() leads to routes never being registered." + }, + { + "left": "issue:67891", + "right": "issue:67900", + "accept": true, + "reason": "Near-identical bug report: same plugin, same async register() failure, same missing-route symptom." + }, + { + "left": "issue:67899", + "right": "issue:67900", + "accept": true, + "reason": "Exact duplicate reports with the same title/body describing the same route-registration failure." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The cluster summary is grounded in the packet: 67899 and 67900 are exact duplicates, and the other three issues are consistent with the same async-register webhooks-plugin regression. The soft-edge accepts are conservative enough given the wording in the titles and the provided pair evidence." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 117, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-64980-2", + "nodes": [ + "issue:64980", + "issue:64981" + ], + "soft_pairs": [ + "issue:64980|issue:64981" + ], + "prepared_review_unit_hash": "b921abb7c53be615da791a5f7b55a29c4a1129288bf6529a9ef0abc720b18f0a", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1602, + "estimated_input_tokens": 401, + "estimated_eval_tokens": 1058 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1602, + "estimated_input_tokens": 401, + "estimated_eval_tokens": 1058 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "The pair looks related, but the evidence is too thin to call them the same feature request. The titles suggest overlap in agent-facing streaming information, yet \"indicators\" vs \"metadata\" and \"multi-agent coordination\" vs \"multi-agent group chats\" could describe adjacent but distinct asks.", + "confidence": 0.67, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": "issue:64981 is the clearer, more specific wording of the agent-facing streaming metadata request, but I would not treat it as a confirmed duplicate of 64980 on titles and soft similarity alone.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:64980", + "right": "issue:64981", + "accept": false, + "reason": "Rejecting as a duplicate: the packet only provides titles plus soft similarity, and the wording differences leave room for related-but-not-identical feature requests rather than the same underlying request." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "The clustering is plausible, but the analyst overstates the evidence. In the packet we only have the titles and a soft-similarity signal; there is no body-level confirmation that both issues request the exact same feature. The wording is close, but \"streaming message indicators\" vs \"streaming message metadata\" and \"multi-agent coordination\" vs \"multi-agent group chats\" could indicate related but not identical requests. A more conservative verdict would be near-duplicate/related rather than definitively the same feature request." + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 118, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-64990-2", + "nodes": [ + "issue:64990", + "issue:67568" + ], + "soft_pairs": [ + "issue:64990|issue:67568" + ], + "prepared_review_unit_hash": "4519260f011c4ad6e2a44d4919bbb22b0c565b939fd44d8eaa005abd1157567d", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1601, + "estimated_input_tokens": 401, + "estimated_eval_tokens": 1058 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1601, + "estimated_input_tokens": 401, + "estimated_eval_tokens": 1058 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "The two open issues describe the same underlying bug: session-memory daily filenames are being generated from UTC time instead of the user\u2019s local timezone, causing date mismatches around day boundaries. They should be clustered together.", + "confidence": 0.96, + "canonical_issue_reason": "Issue #64990 is a clear, specific description of the bug and its cause (UTC date used by the session-memory hook). It is slightly more implementation-focused, which makes it a good canonical issue.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue #64990 is the best representative because it states the affected component and root cause more directly, making it easier to triage and search against fixes.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:64990", + "right": "issue:67568", + "accept": true, + "reason": "Both issues point to the same bug: daily session-memory filenames are derived from UTC rather than local timezone, leading to wrong date selection/mismatch. They describe the same failure mode and would reasonably be resolved by the same fix." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet: both issue titles describe the same UTC-vs-local-timezone date mismatch for session-memory daily filenames. The soft-edge accept is conservative enough given the strong title overlap and lack of contradictory evidence." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 119, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-65031-2", + "nodes": [ + "issue:65031", + "issue:65032" + ], + "soft_pairs": [ + "issue:65031|issue:65032" + ], + "prepared_review_unit_hash": "45542c258238c588f5e9b1c08bac4ceda4973e59f18687ce6e58fa5823bc7404", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1590, + "estimated_input_tokens": 398, + "estimated_eval_tokens": 1052 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1590, + "estimated_input_tokens": 398, + "estimated_eval_tokens": 1052 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These two issues are near-identical reports of the same startup slowness in the official Docker image for `dist/index.js`/`node dist/index.js` subcommands; they should be deduplicated.", + "confidence": 0.98, + "canonical_issue_reason": "Issue #65032 is the more specific report (`node dist/index.js`), while #65031 is the broader phrasing; both describe the same Docker-image startup latency bug.", + "canonical_pr_reason": null, + "best_issue_reason": "#65032 is the best single issue to keep because it states the command path more explicitly and is easier to match against a fix.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:65031", + "right": "issue:65032", + "accept": true, + "reason": "Titles and reported symptom are effectively the same: very slow startup of `dist/index.js` subcommands in the official Docker image. This is the same underlying bug." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The deduplication call is grounded in the packet: both issues are open, nearly identical in title, and describe the same Docker-image startup slowness for `dist/index.js` / `node dist/index.js` subcommands. The soft-edge accept is conservative enough given the available evidence." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 120, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-65039-2", + "nodes": [ + "issue:65039", + "issue:67453" + ], + "soft_pairs": [ + "issue:65039|issue:67453" + ], + "prepared_review_unit_hash": "7652d614cb2600b02d3a2d722589d9c2ea68b80ee2271edf94d29dd67bb696f3", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1615, + "estimated_input_tokens": 404, + "estimated_eval_tokens": 1064 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1615, + "estimated_input_tokens": 404, + "estimated_eval_tokens": 1064 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These are two different Discord voice bugs: one is a voice-connection handshake abort before Ready, the other is playback failure due to an unregistered Microsoft TTS provider. They should not be clustered as duplicates.", + "confidence": 0.96, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": "Issue 65039 is the more canonical standalone bug report: it describes a specific, protocol-level failure during voice WS/UDP setup and is more likely to map to a single fixable code path. Issue 67453 is a separate TTS/provider registration problem.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:65039", + "right": "issue:67453", + "accept": false, + "reason": "Different failure modes and code paths: one aborts during voice handshake before Ready, the other succeeds in joining but fails at playback because the Microsoft TTS provider is not registered. They are not the same underlying bug." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 121, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-65104-2", + "nodes": [ + "issue:65104", + "issue:66162" + ], + "soft_pairs": [ + "issue:65104|issue:66162" + ], + "prepared_review_unit_hash": "465b95e5afa1319ed10f44bc63928d0af36fb3e90af51c06a3feee9ff6baeda2", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1490, + "estimated_input_tokens": 373, + "estimated_eval_tokens": 1002 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1490, + "estimated_input_tokens": 373, + "estimated_eval_tokens": 1002 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Both items are closed administrative reports about mistaken filing, but the evidence is too thin to treat them as the same underlying issue cluster with high confidence.", + "confidence": 0.58, + "canonical_issue_reason": "Issue 65104 is the cleaner representative because its title directly states the filing mistake in a neutral, generic way.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 65104 is the best issue candidate for the cluster because it most plainly expresses the shared administrative theme without extra wording.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:65104", + "right": "issue:66162", + "accept": false, + "reason": "They are topically similar, but there are no explicit links, no shared targets/files, and no concrete evidence they describe the same underlying report; title similarity alone is not enough." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "The packet supports only that both issues are closed administrative reports about mistaken filing. It does not provide enough evidence to confidently accept the soft edge as the same cluster item: there are no explicit links, no shared targets/files, and the only evidence is title-level soft similarity with low Jaccard. The summary is mostly grounded, but the soft-edge verdict is a bit too strong for the available evidence." + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 122, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-65158-2", + "nodes": [ + "issue:65158", + "issue:65160" + ], + "soft_pairs": [ + "issue:65158|issue:65160" + ], + "prepared_review_unit_hash": "bdc390bb32b9eacd4d9980815e34179162855da8c278bb9a17d8573767f08b64", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1536, + "estimated_input_tokens": 384, + "estimated_eval_tokens": 1024 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1536, + "estimated_input_tokens": 384, + "estimated_eval_tokens": 1024 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "The two open issues have the same title and appear to request the same feature, so they are very likely duplicates.", + "confidence": 0.98, + "canonical_issue_reason": "issue #65160 is the better canonical issue because it has the same request but a substantially longer description, so it is likely the more complete report.", + "canonical_pr_reason": null, + "best_issue_reason": "issue #65160 is the strongest issue for clustering since it is the same request with the more detailed body.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:65158", + "right": "issue:65160", + "accept": true, + "reason": "Same title and same feature request with no distinguishing evidence; they look like duplicate reports of the same underlying issue." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet: both issues have the same title, are open feature requests, and the pair only has soft similarity evidence. The canonical choice of the longer report is a reasonable, conservative tie-breaker. The duplicate verdict is appropriately hedged by \u201cappear\u201d / \u201cvery likely,\u201d so I don\u2019t see an overstatement beyond the available evidence." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 123, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-65228-3", + "nodes": [ + "issue:65228", + "issue:66733", + "issue:68811" + ], + "soft_pairs": [ + "issue:65228|issue:68811", + "issue:66733|issue:68811" + ], + "prepared_review_unit_hash": "f7644540c47bc4d27a98379b9191a304bc061c11edf43ff1fd6fb1aaf163cdd9", + "component_budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 2503, + "estimated_input_tokens": 626, + "estimated_eval_tokens": 1508 + }, + "budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 2503, + "estimated_input_tokens": 626, + "estimated_eval_tokens": 1508 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These are related feature requests for waiting/progress feedback, but they target different surfaces and scopes (Control UI, webchat, Telegram/Feishu), so I would not deduplicate them into one issue cluster.", + "confidence": 0.81, + "canonical_issue_reason": "issue:66733 is the clearest core problem statement: missing typing/streaming feedback while the AI is generating a response. The other issues are narrower, surface-specific variants.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:66733 is the best representative for the cluster because it describes the underlying UX gap most directly and broadly, without being tied to a single channel like Telegram/Feishu or webchat.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:65228", + "right": "issue:68811", + "accept": false, + "reason": "Both ask for progress-style feedback, but one is Telegram/Feishu task progress and the other is webchat console/activity streaming; different UI surfaces and implementation scope." + }, + { + "left": "issue:66733", + "right": "issue:68811", + "accept": false, + "reason": "Similar high-level goal, but Control UI typing/streaming indicator and webchat activity stream are distinct product areas and not clearly the same concrete change." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 124, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-65246-3", + "nodes": [ + "issue:65246", + "issue:65249", + "issue:65250" + ], + "soft_pairs": [ + "issue:65246|issue:65249", + "issue:65246|issue:65250" + ], + "prepared_review_unit_hash": "ac2126e1c8f099e51089731e5add82a9e2eeb6150f77ebb691a4ac38feb6f18c", + "component_budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 2531, + "estimated_input_tokens": 633, + "estimated_eval_tokens": 1522 + }, + "budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 2531, + "estimated_input_tokens": 633, + "estimated_eval_tokens": 1522 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These are related memory/context-management feature proposals, but they describe different changes: tiered memory archiving, AI relevance filtering, and local compression. I do not see duplicate intent or a single underlying bug/change.", + "confidence": 0.91, + "canonical_issue_reason": "issue:65246 is the most concrete and implementation-oriented proposal, with a clear mechanism (hot/warm/cold tiers plus auto-archiving), so it is the best representative issue for this cluster.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:65246 is the strongest standalone issue to anchor the cluster because it is specific, actionable, and system-level rather than being a broad framing of the same memory theme.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:65246", + "right": "issue:65249", + "accept": false, + "reason": "Related topic, but not the same change: one proposes explicit memory tiers with auto-archiving, while the other proposes AI-driven context filtering/relevance selection." + }, + { + "left": "issue:65246", + "right": "issue:65250", + "accept": false, + "reason": "Both concern token/memory efficiency, but they target different mechanisms: archiving/classification versus local compression. They are not the same underlying feature." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 125, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-65310-2", + "nodes": [ + "issue:65310", + "issue:65349" + ], + "soft_pairs": [ + "issue:65310|issue:65349" + ], + "prepared_review_unit_hash": "9fd2182903e3d2bd930de4cd76c3e84496ec419656f28c1c8d58026ee2c4a42d", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1650, + "estimated_input_tokens": 413, + "estimated_eval_tokens": 1082 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1650, + "estimated_input_tokens": 413, + "estimated_eval_tokens": 1082 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These two issues are not duplicates: one reports a 404 bug when reading knowledge-base article content, while the other requests a missing token-usage query API. They concern different endpoints and different kinds of work (bug fix vs feature request).", + "confidence": 0.98, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": "Issue 65310 is the more concrete, bug-oriented report with a specific failing path (get_knowledge_content returning 404), making it the better triage anchor if one issue must be chosen.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:65310", + "right": "issue:65349", + "accept": false, + "reason": "Different underlying problems: 65310 is a content-read 404 bug, while 65349 asks for a new token-usage query endpoint." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 126, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-65353-2", + "nodes": [ + "issue:65353", + "issue:65358" + ], + "soft_pairs": [ + "issue:65353|issue:65358" + ], + "prepared_review_unit_hash": "66d9b5d298e3f330106fe0b8d75360d458ba577843096fe88f8d23be7ff5cdcd", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1622, + "estimated_input_tokens": 406, + "estimated_eval_tokens": 1068 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1622, + "estimated_input_tokens": 406, + "estimated_eval_tokens": 1068 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "The two issues are plausibly related as an upgrade regression around agent state after 2026.4.10, but the available evidence is too thin to call them definite duplicates. #65353 also mentions a separate CLI path breakage symptom, so the safest read is related-but-not-mergeable from this packet alone.", + "confidence": 0.61, + "canonical_issue_reason": "#65358 is the better issue anchor because it isolates the memory/session-state regression without bundling in the extra CLI path symptom.", + "canonical_pr_reason": null, + "best_issue_reason": "#65358 is the best single issue to represent the core regression, since it is narrower and more focused on the session-state failure.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:65353", + "right": "issue:65358", + "accept": false, + "reason": "The titles suggest a related upgrade regression, but the packet provides only soft similarity (jaccard ~0.20) with no shared targets/files or explicit linkage. #65353 also includes an additional CLI path breakage symptom, so it is not grounded enough to merge as the same underlying bug." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "The comparison is plausible, but the verdict is too strong for the evidence in the packet. We only have titles plus a soft_similarity signal (jaccard ~0.20) and no deterministic link or shared files/targets. Saying they are the same underlying bug / likely duplicates overstates what is grounded here, especially given that #65353 also includes a separate CLI path breakage symptom. A more conservative stance would be to mark the pair as related but not definitively mergeable/duplicate from the available data." + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 127, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-65477-2", + "nodes": [ + "issue:65477", + "issue:65487" + ], + "soft_pairs": [ + "issue:65477|issue:65487" + ], + "prepared_review_unit_hash": "40f2df2153559cb4aa15daea0c2b0096ef5a594b94c3c70c277055937be4a2f0", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1497, + "estimated_input_tokens": 375, + "estimated_eval_tokens": 1006 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1497, + "estimated_input_tokens": 375, + "estimated_eval_tokens": 1006 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These are related UI enhancement requests for the usage footer, but they target different information: one asks for the model name, the other asks for context/token usage. They are similar in area, not the same underlying issue.", + "confidence": 0.88, + "canonical_issue_reason": "issue #65487 is the broader, more general footer-usage request; #65477 is a narrower model-name-only variant.", + "canonical_pr_reason": null, + "best_issue_reason": "issue #65487 is the best representative because it covers the broader usage-footer enhancement without being as specific as #65477.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:65477", + "right": "issue:65487", + "accept": false, + "reason": "Same general footer area, but different requested data. Showing model name and showing context/token usage are separate enhancements, not the same bug or change." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 128, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-65485-3", + "nodes": [ + "issue:65485", + "issue:66130", + "issue:67161" + ], + "soft_pairs": [ + "issue:66130|issue:67161", + "issue:65485|issue:67161" + ], + "prepared_review_unit_hash": "40a880de602d05dfc4967612cbf7ccf7352a6992f0953b59da5d31247ae75cac", + "component_budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 2535, + "estimated_input_tokens": 634, + "estimated_eval_tokens": 1524 + }, + "budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 2535, + "estimated_input_tokens": 634, + "estimated_eval_tokens": 1524 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These three issues cluster around config-triggered gateway restarts causing session/run interruption, but the titles point to overlapping symptoms rather than one clearly identical bug. I would keep a single umbrella issue for the restart/drain behavior and treat the others as related reports.", + "confidence": 0.56, + "canonical_issue_reason": "Issue 66130 is the best umbrella candidate: it describes the gateway restart/drain path in the broadest way and can plausibly cover the downstream session/run interruptions mentioned by the other issues.", + "canonical_pr_reason": null, + "best_issue_reason": "66130 is the most globally representative of the cluster because it captures the shared restart/drain failure mode rather than a narrower symptom like one session error code or one in-flight run failure.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:66130", + "right": "issue:67161", + "accept": false, + "reason": "Both involve config-triggered gateway restarts, but 66130 is about a multi-minute drain blocking all channels while 67161 is about ACP_TURN_FAILED session termination; that is related, not clearly the same concrete bug." + }, + { + "left": "issue:65485", + "right": "issue:67161", + "accept": false, + "reason": "Both mention restart-related interruption of active work, but one is SIGTERM killing in-flight agent runs and the other is ACP session termination; too little evidence they are the same exact failure mode." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 129, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-65525-2", + "nodes": [ + "issue:65525", + "issue:65526" + ], + "soft_pairs": [ + "issue:65525|issue:65526" + ], + "prepared_review_unit_hash": "9657114901cb7727dd07ea771ee6122fd5188f053f478051e452722e9aa871d4", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1601, + "estimated_input_tokens": 401, + "estimated_eval_tokens": 1058 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1601, + "estimated_input_tokens": 401, + "estimated_eval_tokens": 1058 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These are related to MCP stdio child-process environment handling, but they describe different problems: one is a concrete bug with NODE_OPTIONS inheritance, the other is a broader feature request to auto-propagate proxy env vars. They should not be merged as duplicates.", + "confidence": 0.9, + "canonical_issue_reason": "Issue #65525 is the more specific, concrete bug report with a clear failure mode and narrower scope.", + "canonical_pr_reason": null, + "best_issue_reason": "#65525 is the best representative for a duplicate cluster because it names a specific broken behavior rather than a broad enhancement request.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:65525", + "right": "issue:65526", + "accept": false, + "reason": "Different underlying requests: NODE_OPTIONS inheritance bug vs proxy env propagation feature. Same subsystem, but not the same bug/change." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 130, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-65643-2", + "nodes": [ + "issue:65643", + "issue:65982" + ], + "soft_pairs": [ + "issue:65643|issue:65982" + ], + "prepared_review_unit_hash": "bd02e333ce74181cfb95ea0af00d4fac326216a5c4828c83c71be2548248edd5", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1603, + "estimated_input_tokens": 401, + "estimated_eval_tokens": 1058 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1603, + "estimated_input_tokens": 401, + "estimated_eval_tokens": 1058 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These two open issues describe the same underlying `--profile`/LaunchAgent routing bug in multi-gateway setups: the flag leaves the wrong LaunchAgent/plist label in effect, so restart/status operations resolve the wrong target.", + "confidence": 0.94, + "canonical_issue_reason": "#65643 is the better canonical issue because it states the likely root cause (`OPENCLAW_LAUNCHD_LABEL` not being cleared) and the concrete failure mode (gateway status resolving the wrong plist).", + "canonical_pr_reason": null, + "best_issue_reason": "#65643 is the strongest representative for the cluster: it is more specific, technically diagnostic, and covers the broader symptom described by #65982.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:65643", + "right": "issue:65982", + "accept": true, + "reason": "Same bug description and same operational impact: `--profile` causes restart/status to target the wrong LaunchAgent/plist in multi-gateway usage. The second issue appears to be a rephrasing of the first, not a distinct problem." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet: both issues describe the same `--profile`/LaunchAgent routing failure, and #65643 is the more diagnostic representative. The soft-edge acceptance is conservative enough given the shared symptom and title-level evidence." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 131, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-65814-3", + "nodes": [ + "issue:65814", + "issue:65815", + "issue:65818" + ], + "soft_pairs": [ + "issue:65814|issue:65815", + "issue:65814|issue:65818" + ], + "prepared_review_unit_hash": "c8c08fe472d130f77b73f32b6b36881b3482dca167ba978d3fb801410c7e2c8b", + "component_budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 2424, + "estimated_input_tokens": 606, + "estimated_eval_tokens": 1468 + }, + "budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 2424, + "estimated_input_tokens": 606, + "estimated_eval_tokens": 1468 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "The cluster is loosely about operational tooling/recovery features, but the issues are not duplicates. 65814 and 65815 both mention gateway recovery, yet one is about automatic config rollback and the other about a broader crash-recovery ladder. 65818 is a separate doctor dry-run/diff feature.", + "confidence": 0.73, + "canonical_issue_reason": "Issue 65814 is the most concrete, narrowly scoped gateway-recovery feature and best represents the shared resilience theme without overgeneralizing it.", + "canonical_pr_reason": null, + "best_issue_reason": "65814 is the strongest cluster representative because it is specific and actionable, while 65815 is a broader recovery concept and 65818 is unrelated.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:65814", + "right": "issue:65815", + "accept": false, + "reason": "Related gateway-failure topics, but different underlying changes: automatic config rollback versus a broader crash-recovery ladder. Not the same concrete bug or feature." + }, + { + "left": "issue:65814", + "right": "issue:65818", + "accept": false, + "reason": "Different features in different areas: gateway rollback/recovery versus doctor dry-run/diff mode. No evidence they describe the same underlying change." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 132, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-65817-4", + "nodes": [ + "issue:65817", + "issue:65821", + "issue:66010", + "issue:66011" + ], + "soft_pairs": [ + "issue:65817|issue:66010", + "issue:65821|issue:66011", + "issue:66010|issue:66011" + ], + "prepared_review_unit_hash": "426ac753ae33918285c9e5e445e6e09a5f3d238e6f14a2c9cd785378630cace0", + "component_budget": { + "node_count": 4, + "item_count": 4, + "soft_pair_count": 3, + "serialized_chars": 3363, + "estimated_input_tokens": 841, + "estimated_eval_tokens": 1938 + }, + "budget": { + "node_count": 4, + "item_count": 4, + "soft_pair_count": 3, + "serialized_chars": 3363, + "estimated_input_tokens": 841, + "estimated_eval_tokens": 1938 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "The packet contains two separate issue topics: a sub-agent cascade circuit breaker and quality gate hooks on agent file writes. In each topic, the earlier closed issue with inbound references is the better canonical thread, while the cross-topic pair should remain separate.", + "confidence": 0.9, + "canonical_issue_reason": "#65817 is the better canonical for the circuit-breaker topic because it is the earlier closed issue, has inbound references, and the later #66010 is a newer open issue with a closely matching title. Likewise, #65821 is the better canonical for the quality-gate-hooks topic because it is the earlier closed issue with inbound references, and #66011 is the newer open counterpart.", + "canonical_pr_reason": null, + "best_issue_reason": "#65817 is the best overall issue representative because it is the earliest closed, referenced thread in the packet and has the most canonical title among the issues shown.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:65817", + "right": "issue:66010", + "accept": true, + "reason": "Same issue topic: both titles describe a sub-agent cascade circuit breaker, and #65817 is the earlier closed thread while #66010 is a later open restatement." + }, + { + "left": "issue:65821", + "right": "issue:66011", + "accept": true, + "reason": "Same issue topic: both titles describe quality gate hooks on agent file writes, with #65821 the earlier closed thread and #66011 the later open restatement." + }, + { + "left": "issue:66010", + "right": "issue:66011", + "accept": false, + "reason": "Different topics: one is about a sub-agent cascade circuit breaker, the other is about quality gate hooks on file writes." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "The pairwise verdicts are conservative and look right, but the canonical reasoning overstates the packet: there is no body text available here, so saying the titles/bodies \"align directly\" is unsupported. Please ground the rationale only in what is present in the packet (titles, dates, inbound refs, and closed/open state)." + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 133, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-65820-2", + "nodes": [ + "issue:65820", + "issue:65823" + ], + "soft_pairs": [ + "issue:65820|issue:65823" + ], + "prepared_review_unit_hash": "2e7e6f352ed29bd79d2a85e35a70717485127109a8ff46ee88f253c46cf5a449", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1519, + "estimated_input_tokens": 380, + "estimated_eval_tokens": 1016 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1519, + "estimated_input_tokens": 380, + "estimated_eval_tokens": 1016 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These two closed issues are unrelated feature requests: one asks for an MCP tool file-access deny list, the other for multi-agent output provenance tracking. They do not describe the same underlying bug or change, so they should not be clustered as duplicates.", + "confidence": 0.98, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": null, + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:65820", + "right": "issue:65823", + "accept": false, + "reason": "Different requested features with no shared code path or concrete overlap: file-access policy for MCP tools versus provenance tracking for multi-agent outputs." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 134, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-65864-3", + "nodes": [ + "issue:65864", + "issue:65866", + "issue:65868" + ], + "soft_pairs": [ + "issue:65864|issue:65866", + "issue:65864|issue:65868" + ], + "prepared_review_unit_hash": "44bba7f2ab91e339dc4ad01f6e9aead26a8a42d6238ddf066ae6283d76674bef", + "component_budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 2539, + "estimated_input_tokens": 635, + "estimated_eval_tokens": 1526 + }, + "budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 2539, + "estimated_input_tokens": 635, + "estimated_eval_tokens": 1526 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "All three items are separate feature/documentation requests in different integrations (Zalo Personal, MiniMax TTS, QQBot). They share a general \u201cimprove docs/help text\u201d theme but do not describe the same underlying change or bug.", + "confidence": 0.95, + "canonical_issue_reason": "Issue 65864 is the closest thing to a representative item because it is a straightforward documentation request about environment variables, but it is still distinct from the MiniMax TTS and QQBot requests.", + "canonical_pr_reason": null, + "best_issue_reason": "65864 is the most general/representative of the cluster\u2019s documentation-focused requests, but the items are not duplicates and should remain separate.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:65864", + "right": "issue:65866", + "accept": false, + "reason": "Both are docs-related feature requests, but they concern different integrations and different environment variables; not the same underlying change." + }, + { + "left": "issue:65864", + "right": "issue:65868", + "accept": false, + "reason": "One asks to document env vars for Zalo Personal, the other to improve QQBot error messages; different product areas and different requested outcomes." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 135, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-65887-2", + "nodes": [ + "issue:65887", + "issue:68525" + ], + "soft_pairs": [ + "issue:65887|issue:68525" + ], + "prepared_review_unit_hash": "1fb58c407e8a87af3571c0e79b5f688838737ab9aa5287a8046054637342e83e", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1515, + "estimated_input_tokens": 379, + "estimated_eval_tokens": 1014 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1515, + "estimated_input_tokens": 379, + "estimated_eval_tokens": 1014 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These two issues are closely related iOS TestFlight access requests, but the packet only supports a similarity judgment rather than a definitive duplicate call. #68525 is the clearer representative if one must choose, but the evidence is too thin to say they are the same request with confidence.", + "confidence": 0.68, + "canonical_issue_reason": "#68525 is the clearest canonical candidate because its title is more explicit about iOS TestFlight Beta Access, but the available metadata does not prove it is a duplicate of #65887.", + "canonical_pr_reason": null, + "best_issue_reason": "#68525 best represents the shared theme since it states the request more specifically; however, this should be treated as a likely similar request rather than a confirmed duplicate.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:65887", + "right": "issue:68525", + "accept": false, + "reason": "The titles indicate similar iOS TestFlight access requests, but with only title/body metadata and a modest soft-similarity score, there is not enough evidence to confirm they are the same underlying request." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "The duplicate judgment is too strong for the evidence in the packet. We only have title/body metadata and a soft_similarity signal (jaccard 0.235); there is no issue-body content showing they ask for the same thing. Saying they are the \u201csame underlying feature request\u201d and that there is \u201cno meaningful difference\u201d overstates what is supported. A more conservative verdict would be to mark them as similar but not definitively duplicate." + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 136, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-65910-2", + "nodes": [ + "issue:65910", + "issue:65934" + ], + "soft_pairs": [ + "issue:65910|issue:65934" + ], + "prepared_review_unit_hash": "eeb201f5428702da959f47e9cf76d1f0c7afaef5b581302b6deb283d07e552a5", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1575, + "estimated_input_tokens": 394, + "estimated_eval_tokens": 1044 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1575, + "estimated_input_tokens": 394, + "estimated_eval_tokens": 1044 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These two issues describe the same memory-recall bug: recall signals are produced by memory search but not by read/exec tool usage.", + "confidence": 0.92, + "canonical_issue_reason": "65910 is the cleaner, more direct statement of the underlying bug and is easier to use as the canonical duplicate target.", + "canonical_pr_reason": null, + "best_issue_reason": "65910 most clearly captures the concrete failure mode without extra phrasing, so it is the best representative issue for this cluster.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:65910", + "right": "issue:65934", + "accept": true, + "reason": "Same underlying bug: both report that read/exec activity fails to generate recall signals while memory search does." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "Grounded in the packet: both titles describe the same recall-signal gap for read/exec versus memory search, and the soft-edge accept is conservative given the strong title overlap." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 137, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-66042-2", + "nodes": [ + "issue:66042", + "issue:66171" + ], + "soft_pairs": [ + "issue:66042|issue:66171" + ], + "prepared_review_unit_hash": "9576f3fa285bf5f1a329c6c297b4ac8a4e969ac9cb9f7e8500804e00c519fe29", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1641, + "estimated_input_tokens": 411, + "estimated_eval_tokens": 1078 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1641, + "estimated_input_tokens": 411, + "estimated_eval_tokens": 1078 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "The two issues are related Matrix E2EE bootstrap failures, but the packet only supports a soft similarity link. #66042 is the broader and more specific report; #66171 is a narrower bot/callback implementation complaint. On current evidence, they should not be treated as the same underlying bug.", + "confidence": 0.68, + "canonical_issue_reason": "#66042 is the better canonical issue because it describes the broader failure path and includes the likely configuration/deviceId angle, making it the more useful anchor for related reports.", + "canonical_pr_reason": null, + "best_issue_reason": "#66042 is the strongest single issue to anchor duplicates: it is more specific about the failure path while also covering the bootstrap failure in a way that can encompass related reports.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:66042", + "right": "issue:66171", + "accept": false, + "reason": "The pair is backed only by soft similarity, and the titles describe different concrete failure modes: one says the crypto store ignores `deviceId`, while the other says `getSecretStorageKey` is not implemented for bots. Related, but not enough evidence to call the same root cause or same fix." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "The soft-edge acceptance is too strong for the evidence in the packet. The pair is only backed by `soft_similarity`, and the two titles point to different concrete failure modes: one says the crypto store ignores `deviceId`, while the other says the `getSecretStorageKey` callback is not implemented for bots. They may be related, but the packet does not ground a same-root-cause verdict, so this should be treated more conservatively." + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 138, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-66109-2", + "nodes": [ + "issue:66109", + "issue:66268" + ], + "soft_pairs": [ + "issue:66109|issue:66268" + ], + "prepared_review_unit_hash": "d8f9b56473c5eee2d9df7b4606262b34c0701bff8695bdc5762d1269838716c6", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1582, + "estimated_input_tokens": 396, + "estimated_eval_tokens": 1048 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1582, + "estimated_input_tokens": 396, + "estimated_eval_tokens": 1048 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "The two issues are closely related SSRF-policy reports about hostname-based browser behavior, but the packet does not show enough evidence to treat them as the same underlying bug. They should be considered likely related reports rather than confirmed duplicates.", + "confidence": 0.78, + "canonical_issue_reason": "Issue #66109 is the earlier and slightly broader report, so it is the better canonical representative if these are grouped as related SSRF-policy complaints. However, the evidence here is only similarity in title/subject, not a confirmed duplicate relationship.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue #66109 is the better issue representative because it is more general and earlier, but it should be treated as the lead report for a cluster of related tickets rather than as a proven restatement of #66268.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:66109", + "right": "issue:66268", + "accept": false, + "reason": "Reject: the match is based only on soft title similarity. There are no shared targets, links, filenames, or diff evidence, so the packet does not justify treating these as the same bug." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "The packet only supports a soft similarity between the two issues; there are no shared targets, links, or diff evidence, and the deterministic pair verdict is false. The titles are related, but the summary overstates this as the same bug and a specific restatement. Please downgrade the language to reflect that they are likely related reports, not clearly the same issue based on the packet alone." + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 139, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-66343-2", + "nodes": [ + "issue:66343", + "issue:66349" + ], + "soft_pairs": [ + "issue:66343|issue:66349" + ], + "prepared_review_unit_hash": "a4ad4fece0bce00958a6a7d861bd73bf1de506276d662cf1c3219969556fe05b", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1591, + "estimated_input_tokens": 398, + "estimated_eval_tokens": 1052 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1591, + "estimated_input_tokens": 398, + "estimated_eval_tokens": 1052 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These two issues have the exact same title and are likely duplicates, but the packet only gives title-level evidence, so identical scope is not fully established.", + "confidence": 0.78, + "canonical_issue_reason": "#66343 is the open report with the exact same feature request, so it is the best place to consolidate discussion.", + "canonical_pr_reason": null, + "best_issue_reason": "#66343 is open and matches the request verbatim, making it the most suitable discussion target; #66349 is closed.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:66343", + "right": "issue:66349", + "accept": true, + "reason": "Exact title match and same apparent feature request make a duplicate likely, though the available packet does not prove the bodies are identical." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "The pair is plausibly a duplicate because the titles are identical, but the analyst overstates the evidence by asserting the bodies have the same request and no distinguishing details. The packet only shows matching titles plus one open and one closed issue; it does not establish identical scope. Please phrase this more conservatively." + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 140, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-66345-6", + "nodes": [ + "issue:66345", + "issue:66346", + "issue:66347", + "issue:66348", + "issue:66351", + "issue:66352" + ], + "soft_pairs": [ + "issue:66345|issue:66346", + "issue:66345|issue:66347", + "issue:66346|issue:66347", + "issue:66346|issue:66351", + "issue:66346|issue:66352", + "issue:66348|issue:66352", + "issue:66351|issue:66352" + ], + "prepared_review_unit_hash": "4758f473a57eebf5b45277ad83f96fec93579d33140b8ec9db1829758677165f", + "component_budget": { + "node_count": 6, + "item_count": 6, + "soft_pair_count": 7, + "serialized_chars": 6033, + "estimated_input_tokens": 1509, + "estimated_eval_tokens": 3274 + }, + "budget": { + "node_count": 6, + "item_count": 6, + "soft_pair_count": 7, + "serialized_chars": 6033, + "estimated_input_tokens": 1509, + "estimated_eval_tokens": 3274 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These are related roadmap/issues for a GPT-5.4 prompt-enforcement sprint, but they describe distinct sub-tasks and should not be deduplicated. The top-level issue 66345 is the umbrella, while the others are separate PR-slice issues (tool categories, execution bias, provider prompt section, verification checklist, Gemini overlay).", + "confidence": 0.93, + "canonical_issue_reason": "Issue 66345 is the clearest umbrella/enhancement-tracking ticket for the overall sprint; the others are narrower implementation slices under that plan.", + "canonical_pr_reason": null, + "best_issue_reason": "66345 best represents the shared parent goal and can anchor cross-linking without collapsing distinct sub-issues into one.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:66345", + "right": "issue:66346", + "accept": false, + "reason": "Umbrella sprint issue vs a specific subtask about mandatory tool-use categories; related, but not the same change." + }, + { + "left": "issue:66345", + "right": "issue:66347", + "accept": false, + "reason": "General enhancement tracker vs a distinct execution-bias/tool-retry directive change." + }, + { + "left": "issue:66346", + "right": "issue:66347", + "accept": false, + "reason": "One targets tool-use category enforcement; the other targets act-don't-ask and retry behavior. Different concrete prompt changes." + }, + { + "left": "issue:66346", + "right": "issue:66351", + "accept": false, + "reason": "Mandatory tool categories and verification checklist are separate prompt requirements, not one underlying fix." + }, + { + "left": "issue:66346", + "right": "issue:66352", + "accept": false, + "reason": "Tool-category enforcement and Gemini execution guidance address different provider behaviors and prompt overlays." + }, + { + "left": "issue:66348", + "right": "issue:66352", + "accept": false, + "reason": "First-class provider prompt section vs Gemini-specific execution guidance are distinct prompt-architecture changes." + }, + { + "left": "issue:66351", + "right": "issue:66352", + "accept": false, + "reason": "Verification checklist improvements and Gemini guidance are different enhancements with different targets and scope." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 141, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-66361-2", + "nodes": [ + "issue:66361", + "issue:66362" + ], + "soft_pairs": [ + "issue:66361|issue:66362" + ], + "prepared_review_unit_hash": "1af758b589bef1404504f5f1543981528b63c56baa1fd18dc69da5c74e1b8b2a", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1641, + "estimated_input_tokens": 411, + "estimated_eval_tokens": 1078 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1641, + "estimated_input_tokens": 411, + "estimated_eval_tokens": 1078 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "The two items are near-identical bug reports with the same title and highly similar wording, describing the same memory_search path-resolution problem. They should be clustered together as duplicates.", + "confidence": 0.99, + "canonical_issue_reason": "Issue #66361 is the closed report and likely serves as the de facto canonical record for this bug; its title matches #66362 exactly and it has the earlier timestamp.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue #66361 is a strong cluster representative because it is the earliest report, already closed, and the duplicate wording indicates the same underlying defect.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:66361", + "right": "issue:66362", + "accept": true, + "reason": "Exact same title and same described failure mode: memory_search returns handelized paths that read/memory_get cannot resolve to real filesystem paths. This is the same underlying bug." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The cluster decision is grounded in the packet: both issues have the exact same title, and the soft-similarity signal is strong. Choosing the earlier closed issue as the representative/canonical record is conservative enough here. No overstatement beyond the available evidence." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 142, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-66441-2", + "nodes": [ + "issue:66441", + "issue:66443" + ], + "soft_pairs": [ + "issue:66441|issue:66443" + ], + "prepared_review_unit_hash": "4c56765e5b1438e4d77b011d1bec616ba21e6fd2541cd3ff33a6427842a99a7b", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1632, + "estimated_input_tokens": 408, + "estimated_eval_tokens": 1072 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1632, + "estimated_input_tokens": 408, + "estimated_eval_tokens": 1072 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "The two issues are closely related and both describe overflow-recovery causing user-message duplication and transcript growth, but the evidence here is only title-level and soft-similarity, so I would not treat them as definitively the same bug.", + "confidence": 0.76, + "canonical_issue_reason": "Issue 66443 is the more concrete and specific report: it names duplicated role=user messages in session JSONL and the growth-amplification effect.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 66443 is the best overall issue candidate because it states the failure mode more directly and precisely than 66441.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:66441", + "right": "issue:66443", + "accept": false, + "reason": "The titles strongly suggest the same overflow-recovery duplication class, but with only soft-similarity and no explicit linking or deeper evidence, this is better treated as closely related rather than confirmed duplicate." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "The pair looks related, but the analyst overstates certainty. From the packet we only have titles and soft-similarity evidence, so saying the issues are the same bug and that identical user messages are being re-appended is stronger than the evidence supports. A more conservative verdict would be \u201clikely/closely related overflow-recovery duplication issues,\u201d not a definitive match." + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 143, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-66601-2", + "nodes": [ + "issue:66601", + "issue:67224" + ], + "soft_pairs": [ + "issue:66601|issue:67224" + ], + "prepared_review_unit_hash": "c0e47e5da899823fe61f7ef49140bcbe605a0eaa2659a1395962769b4dc2d19b", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1591, + "estimated_input_tokens": 398, + "estimated_eval_tokens": 1052 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1591, + "estimated_input_tokens": 398, + "estimated_eval_tokens": 1052 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Both issues appear to describe the same 2026.4.14 regression around ContextEngine failures; one is a broad usability report, the other names the concrete agent-init error signature.", + "confidence": 0.67, + "canonical_issue_reason": "issue #67224 is the more specific and actionable report: it names the affected release, the affected path (agent initialization), and the concrete error signature (`ContextEngine info.id mismatch`).", + "canonical_pr_reason": null, + "best_issue_reason": "#67224 is the best representative because it is narrower and more diagnostic than the broader repeated-error/usability complaint in #66601.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:66601", + "right": "issue:67224", + "accept": true, + "reason": "Likely the same underlying 2026.4.14 ContextEngine regression: both mention ContextEngine-related breakage, and #67224 provides the specific mismatch error while #66601 describes the broader user-visible impact." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet: both issues target 2026.4.14 and involve ContextEngine failures, with #67224 giving the more specific agent-init mismatch detail. The soft-edge verdict is appropriately cautious, using 'likely' rather than overstating certainty." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 144, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-66654-2", + "nodes": [ + "issue:66654", + "issue:66672" + ], + "soft_pairs": [ + "issue:66654|issue:66672" + ], + "prepared_review_unit_hash": "03fccf13be320fea3ec6b81d5315551812f5fbf96c15990590a94e534fbc6be4", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1603, + "estimated_input_tokens": 401, + "estimated_eval_tokens": 1058 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1603, + "estimated_input_tokens": 401, + "estimated_eval_tokens": 1058 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "The two issues are not duplicates: one requests a built-in Git-style versioning/rollback system, while the other proposes AI workflow modes (Ask/Plan/Modify) for user control and transparency. They overlap only at a very broad \u201csafer coding workflow\u201d level.", + "confidence": 0.97, + "canonical_issue_reason": "Issue 66654 is the more concrete infrastructure feature request, focused on versioning and rollback mechanics rather than a general workflow proposal.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 66654 is the better representative issue for the cluster because it describes a specific, implementable capability with clearer scope.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:66654", + "right": "issue:66672", + "accept": false, + "reason": "Different underlying features: time-travel editing/version control versus AI interaction modes. They do not describe the same change or bug fix." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 145, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-66666-2", + "nodes": [ + "issue:66666", + "issue:66667" + ], + "soft_pairs": [ + "issue:66666|issue:66667" + ], + "prepared_review_unit_hash": "2aed76ff54dcd8dc375859879ab8f2abd16b757cedfc0048eb1814128cd4f05f", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1517, + "estimated_input_tokens": 380, + "estimated_eval_tokens": 1016 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1517, + "estimated_input_tokens": 380, + "estimated_eval_tokens": 1016 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "The two issues appear to be the same feature request at different specificity levels: a hook for reply interception, with one naming the concrete `before_delivery` hook. I\u2019d cluster them together and prefer the more specific issue as canonical.", + "confidence": 0.71, + "canonical_issue_reason": "Issue 66667 is the more concrete request (`before_delivery` hook for reply interception) and best captures the specific API being asked for.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 66667 is the best representative because it states the exact hook name and is less ambiguous than the generic hook request.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:66666", + "right": "issue:66667", + "accept": true, + "reason": "Both are feature requests for reply-interception hooks; the second is just a more specific naming of the same underlying change." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The clustering is grounded in the packet: both items are open issues with identical body length and highly similar titles about reply interception hooks. The soft-edge accept is conservative, and choosing the more specific `before_delivery` issue as canonical is reasonable." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 146, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-66827-2", + "nodes": [ + "issue:66827", + "issue:67065" + ], + "soft_pairs": [ + "issue:66827|issue:67065" + ], + "prepared_review_unit_hash": "d9832240f71de93b72b34d39726907e631e3fba17c852af68f757dc67afbc081", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1597, + "estimated_input_tokens": 400, + "estimated_eval_tokens": 1056 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1597, + "estimated_input_tokens": 400, + "estimated_eval_tokens": 1056 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "The two issues are related to Telegram managed media handling, but they describe different problems: one is about missing inbound media refs for DM photo/document messages, while the other is about session-scoped next-turn suppression and pending-state behavior. They are not the same underlying bug.", + "confidence": 0.9, + "canonical_issue_reason": "Issue 66827 is the more concrete, narrowly-scoped bug report with a specific observable failure mode and clearer target for a fix.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 66827 is the best representative because it names the exact broken behavior and affected message types, making it easier to deduplicate against future reports.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:66827", + "right": "issue:67065", + "accept": false, + "reason": "Both concern managed media workflows, but 66827 is about missing inbound media references in DM photo/document hooks, while 67065 is about suppressing next-turn handling and maintaining pending state. Different symptoms and likely different fixes." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 147, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-66893-2", + "nodes": [ + "issue:66893", + "issue:67847" + ], + "soft_pairs": [ + "issue:66893|issue:67847" + ], + "prepared_review_unit_hash": "638e89802e5d65d32797dea2793904ef5c2ac1a147a66cd269fb60bec7eb700c", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1565, + "estimated_input_tokens": 392, + "estimated_eval_tokens": 1040 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1565, + "estimated_input_tokens": 392, + "estimated_eval_tokens": 1040 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These are related at a high level (difficulty spike/progression), but they are not clearly the same underlying issue. One is a broad meta report, the other is a specific Stage 004 barrier, so I would not deduplicate them.", + "confidence": 0.74, + "canonical_issue_reason": "issue:67847 is the more concrete report: it names a specific stage and a distinct progression barrier, making it the better canonical issue for triage and follow-up.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:67847 is the strongest standalone issue because it is specific, actionable, and describes a concrete gameplay failure mode rather than a broad umbrella complaint.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:66893", + "right": "issue:67847", + "accept": false, + "reason": "They overlap in theme, but the first is a broad sustainability/progression complaint while the second is a specific Stage 004 blocker. Not enough evidence that they describe the same bug." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 148, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-66947-3", + "nodes": [ + "issue:66947", + "issue:67296", + "issue:68367" + ], + "soft_pairs": [ + "issue:66947|issue:67296", + "issue:67296|issue:68367" + ], + "prepared_review_unit_hash": "565bcc4272d4e72cfa4e7d229a432f84bf1233b63570a17f70a548ba723b93d3", + "component_budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 2538, + "estimated_input_tokens": 635, + "estimated_eval_tokens": 1526 + }, + "budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 2538, + "estimated_input_tokens": 635, + "estimated_eval_tokens": 1526 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Two issues appear to describe the same daily-memory overwrite/pollution bug in the dreaming/consolidation pipeline; the light-sleep cross-session leakage report looks related but distinct.", + "confidence": 0.81, + "canonical_issue_reason": "Issue 67296 is the strongest canonical issue because it states the concrete failure mode and exact path (`memory/YYYY-MM-DD.md` being overwritten) rather than only downstream symptoms.", + "canonical_pr_reason": null, + "best_issue_reason": "67296 is the best triage anchor: it is the most specific about the bug mechanism and affected file, making it easiest to dedupe against closely related reports.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:66947", + "right": "issue:67296", + "accept": true, + "reason": "Same underlying daily-memory contamination/overwrite problem in the dreaming pipeline; 66947 describes the downstream heartbeat logging failure, while 67296 names the concrete overwrite in the same file." + }, + { + "left": "issue:67296", + "right": "issue:68367", + "accept": false, + "reason": "Both involve dreaming/memory, but 68367 is about cross-context leakage across sessions, not overwriting the daily memory file; different concrete failure mode." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet titles and stays appropriately cautious. The 66947\u219467296 pairing is reasonably supported as a likely related daily-memory pollution/overwrite issue, and the 67296\u219468367 rejection is conservative because the latter reads like cross-context leakage rather than overwriting the daily memory file." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 149, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-67034-2", + "nodes": [ + "issue:67034", + "issue:68223" + ], + "soft_pairs": [ + "issue:67034|issue:68223" + ], + "prepared_review_unit_hash": "14a9b2a97d89dc97015f61ab0998293813d99dde05f38313d2f9007c41e54ee6", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1590, + "estimated_input_tokens": 398, + "estimated_eval_tokens": 1052 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1590, + "estimated_input_tokens": 398, + "estimated_eval_tokens": 1052 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These are related Telegram multi-account instability reports, but they appear to describe different failure modes and triggers: polling stalls/restarts versus websocket handshake timeout cascades on startup. I would not treat them as duplicates.", + "confidence": 0.82, + "canonical_issue_reason": "Issue #67034 is the clearest concrete report of the multi-account stall/restart symptom and is detailed enough to anchor the cluster, while #68223 looks like a related but distinct startup/handshake failure.", + "canonical_pr_reason": null, + "best_issue_reason": "#67034 is the best issue candidate because it states the observable behavior most precisely (all 16 accounts stall and restart simultaneously) and gives a strong reproduction context.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:67034", + "right": "issue:68223", + "accept": false, + "reason": "Same broad Telegram multi-account area, but the described failures differ: polling avalanche/stall-restart vs websocket handshake timeout cascade on gateway start. Not the same underlying bug." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 150, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-67052-2", + "nodes": [ + "issue:67052", + "issue:67053" + ], + "soft_pairs": [ + "issue:67052|issue:67053" + ], + "prepared_review_unit_hash": "1acde666310b262874ab77c8e8f21d22f481cd41fd494d2d6e3433068e32380c", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1571, + "estimated_input_tokens": 393, + "estimated_eval_tokens": 1042 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1571, + "estimated_input_tokens": 393, + "estimated_eval_tokens": 1042 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These two issues have identical titles and are very likely about the same TUI streaming-indicator bug, but the evidence is still limited because we do not have the bodies and the similarity signal is only moderate.", + "confidence": 0.79, + "canonical_issue_reason": "Issue 67053 is the better canonical representative because it has the same title as 67052 and slightly more discussion activity, making it the more established thread.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 67053 is the best single issue for the cluster for the same reasons: same report wording, more activity, and likely the preferred triage target.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:67052", + "right": "issue:67053", + "accept": false, + "reason": "The titles match exactly and the issues are likely duplicates, but we only have a soft-similarity signal plus a moderate Jaccard score; without the bodies, this is not enough to confirm the same underlying bug." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "The canonical choice is plausible, but the soft-edge verdict is a bit too strong for the evidence provided. We only have identical titles plus a soft-similarity signal; the packet does not show the bodies, and the jaccard score is only moderate. A more conservative verdict would be \u201clikely duplicate / probably same issue,\u201d not a definite accept with \u201cno evidence they describe different underlying problems.\u201d" + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 151, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-67139-2", + "nodes": [ + "issue:67139", + "issue:67141" + ], + "soft_pairs": [ + "issue:67139|issue:67141" + ], + "prepared_review_unit_hash": "9746cee71abe10a9d577b743e54c964f9933e3d08ed17e1c3c338b7140436474", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1512, + "estimated_input_tokens": 378, + "estimated_eval_tokens": 1012 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1512, + "estimated_input_tokens": 378, + "estimated_eval_tokens": 1012 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "The two issues do not appear to describe the same underlying bug or change; their titles point to different systems and there are no shared targets, filenames, or explicit links. The soft similarity is too weak to treat them as duplicates.", + "confidence": 0.93, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": null, + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:67139", + "right": "issue:67141", + "accept": false, + "reason": "Reject: the issues have unrelated titles ('Memory Processing Engine' vs 'AegisGuard Enforcement'), no shared issue targets or filenames, and only weak textual similarity." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 152, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-67172-2", + "nodes": [ + "issue:67172", + "issue:67377" + ], + "soft_pairs": [ + "issue:67172|issue:67377" + ], + "prepared_review_unit_hash": "d61badbe6b5e1d0f7366619dce5f3bfddcaf03c7a397c00b1e95f70d4fd3f68b", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1571, + "estimated_input_tokens": 393, + "estimated_eval_tokens": 1042 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1571, + "estimated_input_tokens": 393, + "estimated_eval_tokens": 1042 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These look related as cron-classifier misclassification reports, but the packet only gives titles and a soft_similarity signal, so I would not treat them as the same underlying bug with enough confidence to merge into one issue.", + "confidence": 0.58, + "canonical_issue_reason": "67377 is the broader phrasing and makes a better umbrella issue if one must be chosen, but the evidence is too thin to claim it is the same bug as 67172.", + "canonical_pr_reason": null, + "best_issue_reason": "67377 is the better representative because it states the classifier-status inversion more generally, while 67172 reads like a narrower denial-token example.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:67172", + "right": "issue:67377", + "accept": false, + "reason": "The titles suggest related classifier-misclassification reports, but there is not enough content evidence to conclude they are the same bug or mergeable as one issue; they could be separate failure modes in the same subsystem." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "The analyst is a bit too confident for the evidence in the packet. We only have the issue titles plus a soft_similarity signal, so saying they are the same cron-classifier code-path or the same bug in opposite directions is stronger than the packet supports. The safer reading is that they are related classifier-misclassification reports, but not necessarily mergeable as a single issue without more content evidence." + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 153, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-67299-2", + "nodes": [ + "issue:67299", + "issue:67700" + ], + "soft_pairs": [ + "issue:67299|issue:67700" + ], + "prepared_review_unit_hash": "f9c74df7445ab37cbce36d17acf0b9f9deb46ad98e2f00d7ccf495d32ca54f29", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1614, + "estimated_input_tokens": 404, + "estimated_eval_tokens": 1064 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1614, + "estimated_input_tokens": 404, + "estimated_eval_tokens": 1064 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These two issues appear to describe the same feature request: a built-in mock provider for testing plus MCP lifecycle hook/hardening support. The closed issue is explicitly marked duplicate, so the open issue is the better canonical tracker.", + "confidence": 0.95, + "canonical_issue_reason": "Issue 67299 is open and reads like the broader original feature request; issue 67700 is explicitly labeled as a duplicate and should be consolidated there.", + "canonical_pr_reason": null, + "best_issue_reason": "67299 is the best issue to keep because it is the primary open request and can serve as the single place for discussion, design, and implementation tracking.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:67299", + "right": "issue:67700", + "accept": true, + "reason": "Both issues target the same underlying feature: a built-in mock provider for testing and MCP lifecycle-related hooks/hardening. The wording differs, but the request scope overlaps strongly enough to treat them as duplicates." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "Grounded in the packet: the issue titles are closely aligned, and 67700 is marked as a duplicate in its title. The canonical tracker choice is conservative and the duplicate verdict is sufficiently supported by the available evidence." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 154, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-67368-3", + "nodes": [ + "issue:67368", + "issue:67369", + "issue:67370" + ], + "soft_pairs": [ + "issue:67368|issue:67369", + "issue:67368|issue:67370", + "issue:67369|issue:67370" + ], + "prepared_review_unit_hash": "6067e6c34f4fcfba67f52f22c270a76026512ef8fddbe5292a67ff1f3372f8c9", + "component_budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 3, + "serialized_chars": 2776, + "estimated_input_tokens": 694, + "estimated_eval_tokens": 1644 + }, + "budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 3, + "serialized_chars": 2776, + "estimated_input_tokens": 694, + "estimated_eval_tokens": 1644 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These are three related but distinct session-management feature requests: close API, metadata queries, and lifecycle hooks. They share a theme but do not describe the same underlying change.", + "confidence": 0.97, + "canonical_issue_reason": "No canonical issue: each request asks for a different capability, so they should remain separate issues.", + "canonical_pr_reason": null, + "best_issue_reason": "No single best issue for deduplication; the cluster is about a shared area, not one duplicate request.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:67368", + "right": "issue:67369", + "accept": false, + "reason": "Close API and metadata-filtered queries are different features with different outcomes and implementation paths." + }, + { + "left": "issue:67368", + "right": "issue:67370", + "accept": false, + "reason": "A session close endpoint and event-driven lifecycle hooks are related but not the same change." + }, + { + "left": "issue:67369", + "right": "issue:67370", + "accept": false, + "reason": "Querying sessions by age/size/agent is distinct from adding lifecycle hooks; they are not duplicates." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 155, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-67565-2", + "nodes": [ + "issue:67565", + "issue:68297" + ], + "soft_pairs": [ + "issue:67565|issue:68297" + ], + "prepared_review_unit_hash": "3d82b2eba116b20f3315871e67af440bb6ae97d104984aadc2c36e93fc00b894", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1540, + "estimated_input_tokens": 385, + "estimated_eval_tokens": 1026 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1540, + "estimated_input_tokens": 385, + "estimated_eval_tokens": 1026 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Two closely related feature requests ask for a `--daemon-env` flag, but they target different install commands (`openclaw onboard --install-daemon` vs `openclaw node install`). They look adjacent rather than identical, so I would not merge them as duplicates.", + "confidence": 0.79, + "canonical_issue_reason": "Issue #67565 is the slightly broader and more specific representative for the daemon-install flow on `onboard`, which makes it a better anchor for this feature family.", + "canonical_pr_reason": null, + "best_issue_reason": "#67565 is the best issue to keep as the canonical reference for this cluster because it most clearly captures the requested `--daemon-env` addition without stretching to the `node install` variant.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:67565", + "right": "issue:68297", + "accept": false, + "reason": "Both ask for a `--daemon-env` flag, but they apply to different CLI entry points and install flows. That is related, but not enough to treat as the same underlying issue." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 156, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-67690-2", + "nodes": [ + "issue:67690", + "issue:67691" + ], + "soft_pairs": [ + "issue:67690|issue:67691" + ], + "prepared_review_unit_hash": "6673a125968b1b7dc6122e6aba168732c376f9cbf039e03ee4ef810c32357b34", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1590, + "estimated_input_tokens": 398, + "estimated_eval_tokens": 1052 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1590, + "estimated_input_tokens": 398, + "estimated_eval_tokens": 1052 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These are related context-pruning feature requests, but they are not duplicates: one focuses on visibility/control over pruning behavior, while the other asks for a local pruning implementation independent of model API support.", + "confidence": 0.93, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": "Issue 67691 is the more concrete implementation request, but it does not cover the visibility/control concerns in 67690, so it should not be treated as a canonical duplicate target.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:67690", + "right": "issue:67691", + "accept": false, + "reason": "Related theme, but different underlying requests: 67690 is about exposing and controlling pruning/trimming behavior, while 67691 is about implementing local pruning without relying on API support." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 157, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-67778-2", + "nodes": [ + "issue:67778", + "issue:68138" + ], + "soft_pairs": [ + "issue:67778|issue:68138" + ], + "prepared_review_unit_hash": "1bbf58d56a642406d5e3ed824831ad94a25a2950df0b26865538fac79f84d88b", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1495, + "estimated_input_tokens": 374, + "estimated_eval_tokens": 1004 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1495, + "estimated_input_tokens": 374, + "estimated_eval_tokens": 1004 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These look like two unrelated test issues rather than duplicate reports of the same bug. The titles are generic, there are no shared targets, references, filenames, or concrete problem details, so the soft match should be rejected.", + "confidence": 0.97, + "canonical_issue_reason": "No clear canonical issue: the items do not describe the same underlying bug or request, only generic test-issue placeholders.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 67778 is the better representative only because it has slightly more activity, but it still is not a true canonical duplicate target.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:67778", + "right": "issue:68138", + "accept": false, + "reason": "Both are generic test issues with no concrete overlapping bug, target, or evidence of the same underlying problem." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 158, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-67888-2", + "nodes": [ + "issue:67888", + "issue:68078" + ], + "soft_pairs": [ + "issue:67888|issue:68078" + ], + "prepared_review_unit_hash": "40f5aba21a96b79d7272d540bff023875b826f710305a587ae1d60fc95f3c6c7", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1695, + "estimated_input_tokens": 424, + "estimated_eval_tokens": 1104 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1695, + "estimated_input_tokens": 424, + "estimated_eval_tokens": 1104 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Both issues point at `supportsAdaptiveThinking()` missing `opus-4-7`, but the evidence is only soft similarity. They describe different observed fallbacks (400 then fallback to `thinking=off` vs. silent fallback to `enabled + 10K budget`), so I would not collapse them as the same bug without a stronger explicit link or shared repro.", + "confidence": 0.88, + "canonical_issue_reason": "#67888 is the better canonical issue: it has more inbound references and discussion activity, and it describes the missing-whitelist failure mode in more concrete detail.", + "canonical_pr_reason": null, + "best_issue_reason": "#67888 is the best issue overall because it appears earlier, has more community activity, and gives the clearest reproduction/impact description of the whitelist omission.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:67888", + "right": "issue:68078", + "accept": false, + "reason": "Reject as the same bug: both mention the same missing whitelist entry, but the packet only shows soft similarity and the reported fallback behaviors differ materially. That is not enough to treat them as one issue." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "The canonical-issue summary is mostly grounded, but the soft-edge acceptance is too strong for the evidence. The packet only shows soft similarity with no explicit links, and the two issues describe different fallback behaviors (400+fallback to thinking off vs. silent fallback to enabled+10K budget). They may share a root cause, but that is not established strongly enough to mark the pair as the same bug. Please keep the verdict conservative." + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 159, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-68082-3", + "nodes": [ + "issue:68082", + "issue:68083", + "issue:68085" + ], + "soft_pairs": [ + "issue:68083|issue:68085" + ], + "prepared_review_unit_hash": "e31f36778ac1a8b9fd828a8d9a1b791dd6f910441b76b6254bada12672a45a00", + "component_budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 1, + "serialized_chars": 2437, + "estimated_input_tokens": 610, + "estimated_eval_tokens": 1476 + }, + "budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 1, + "serialized_chars": 2437, + "estimated_input_tokens": 610, + "estimated_eval_tokens": 1476 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "68082 remains the best canonical issue for this cluster because it is the open tracker for the same bug. Issues 68083 and 68085 look highly similar, but their direct soft edge is not strong enough to auto-accept as a definitive duplicate pair.", + "confidence": 0.93, + "canonical_issue_reason": "Issue 68082 is the best canonical issue: it is open and represents the same reported bug as the other two closed issues, making it the natural primary tracker.", + "canonical_pr_reason": null, + "best_issue_reason": "68082 is the best overall issue because it is the active/open representative of the cluster and the most suitable single issue to keep as canonical.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:68083", + "right": "issue:68085", + "accept": false, + "reason": "These two issues appear nearly identical, but the packet only provides soft_similarity and deterministic_accept=false for this edge. That is not enough to confirm a true duplicate pair, so leave it unaccepted." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "The main issue summary is mostly grounded, but the soft-edge verdict is too strong for the evidence provided. For issue:68083 vs issue:68085 the packet only shows soft_similarity with deterministic_accept=false; accepting them as a true duplicate pair overstates the evidence. A more conservative verdict would be to leave that pair unaccepted or describe it as likely similar/duplicate rather than definitive." + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 160, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-68390-2", + "nodes": [ + "issue:68390", + "issue:68391" + ], + "soft_pairs": [ + "issue:68390|issue:68391" + ], + "prepared_review_unit_hash": "4a1b35305bf645abc703756f43e9f6a800d2b103fb447ff9db65d006872f8652", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1611, + "estimated_input_tokens": 403, + "estimated_eval_tokens": 1062 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1611, + "estimated_input_tokens": 403, + "estimated_eval_tokens": 1062 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These are two separate CLI bugs in the same command family: one is alias resolution creating bogus model entries, the other is agent-scoped writes falling back to the global default. They are related but not the same underlying defect.", + "confidence": 0.94, + "canonical_issue_reason": "Issue 68391 is the cleaner representative of the cluster because it states a specific, reproducible scope-handling bug. That said, it does not subsume issue 68390, which is a different alias-resolution failure.", + "canonical_pr_reason": null, + "best_issue_reason": "Neither issue fully covers the other, so there is no true cluster-wide canonical issue. If one must be picked for triage, 68391 is slightly more central, but 68390 should remain separate.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:68390", + "right": "issue:68391", + "accept": false, + "reason": "Different failure modes: alias lookup/entry creation vs agent-scope persistence. Same subsystem, but not the same underlying bug or fix." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 161, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-68487-4", + "nodes": [ + "issue:68487", + "issue:68510", + "issue:68529", + "issue:68541" + ], + "soft_pairs": [ + "issue:68487|issue:68529", + "issue:68510|issue:68529", + "issue:68510|issue:68541" + ], + "prepared_review_unit_hash": "c93b5c68aba8c17c4e3858695c87cfce542f72213865982602964fe700efbc4d", + "component_budget": { + "node_count": 4, + "item_count": 4, + "soft_pair_count": 3, + "serialized_chars": 3466, + "estimated_input_tokens": 867, + "estimated_eval_tokens": 1990 + }, + "budget": { + "node_count": 4, + "item_count": 4, + "soft_pair_count": 3, + "serialized_chars": 3466, + "estimated_input_tokens": 867, + "estimated_eval_tokens": 1990 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These look like four unrelated issues that only share a broad pattern of error-path/state-accounting bugs. The weak similarity signals are not enough to treat any pair as the same underlying defect.", + "confidence": 0.96, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": null, + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:68487", + "right": "issue:68529", + "accept": false, + "reason": "Both involve cleanup after failure, but one is a subagent sweeper lifecycle leak and the other is plugin registration leaving partial registry entries; different code paths and symptoms." + }, + { + "left": "issue:68510", + "right": "issue:68529", + "accept": false, + "reason": "Auth-count drift in gateway restart emission is unrelated to plugin registry rollback on register() throw; same general failure-handling theme only." + }, + { + "left": "issue:68510", + "right": "issue:68541", + "accept": false, + "reason": "These describe different retry mechanisms and bugs: sigusr1 authorization accounting versus retryAsync jitter competing with Retry-After." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 162, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-68548-4", + "nodes": [ + "issue:68548", + "issue:68549", + "issue:68550", + "issue:68551" + ], + "soft_pairs": [ + "issue:68548|issue:68549", + "issue:68548|issue:68550", + "issue:68548|issue:68551", + "issue:68549|issue:68551", + "issue:68549|issue:68550", + "issue:68550|issue:68551" + ], + "prepared_review_unit_hash": "7a72b6989faffa6a179208d2ac7cd341602a5b6e43984726b8933334f7ffa51c", + "component_budget": { + "node_count": 4, + "item_count": 4, + "soft_pair_count": 6, + "serialized_chars": 4464, + "estimated_input_tokens": 1116, + "estimated_eval_tokens": 2488 + }, + "budget": { + "node_count": 4, + "item_count": 4, + "soft_pair_count": 6, + "serialized_chars": 4464, + "estimated_input_tokens": 1116, + "estimated_eval_tokens": 2488 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These four issues are related thematically: they all propose plugin-facing seams for delegated tasks, but each targets a different lifecycle concern (session send, wait/run handle, cancellation fan-out, heartbeat/timeout).", + "confidence": 0.92, + "canonical_issue_reason": "Issue 68548 is the most central and concrete of the set, describing the core delegated-task plugin SDK hook around `sessions_send` that anchors the overall theme.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 68548 is the best representative issue for the cluster because it states the broad delegated-task SDK extension most directly and is easier to use as the umbrella reference.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:68548", + "right": "issue:68549", + "accept": false, + "reason": "Different delegated-task seams: one is a `sessions_send` delegation hook, the other is a plugin-facing wait/run handle seam; related theme but not the same change." + }, + { + "left": "issue:68548", + "right": "issue:68550", + "accept": false, + "reason": "One concerns session-send delegation, the other cancellation fan-out between delegated tasks and session runs; distinct code-path problems." + }, + { + "left": "issue:68548", + "right": "issue:68551", + "accept": false, + "reason": "Heartbeat/timeout timer behavior is a separate lifecycle seam from session-send delegation, so they should not be merged." + }, + { + "left": "issue:68549", + "right": "issue:68551", + "accept": false, + "reason": "Wait/run handle plumbing and heartbeat/timeout timer seams are different plugin APIs with different failure modes." + }, + { + "left": "issue:68549", + "right": "issue:68550", + "accept": false, + "reason": "Handle-seam work and cancel fan-out work address different mechanics in delegated-task control flow." + }, + { + "left": "issue:68550", + "right": "issue:68551", + "accept": false, + "reason": "Cancellation propagation and heartbeat/timeout timing are separate concerns, not the same underlying bug or change." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 163, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-68582-2", + "nodes": [ + "issue:68582", + "issue:68611" + ], + "soft_pairs": [ + "issue:68582|issue:68611" + ], + "prepared_review_unit_hash": "677d4e1928fa3588eb944512df5b140ca77745677e8e26fdd25a9a9103a7ee9d", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1643, + "estimated_input_tokens": 411, + "estimated_eval_tokens": 1078 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1643, + "estimated_input_tokens": 411, + "estimated_eval_tokens": 1078 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These two issues appear to describe the same WebChat CLI/provider transcript persistence bug: assistant replies do not remain visible and conversation history is lost/overwritten after each turn or reload.", + "confidence": 0.83, + "canonical_issue_reason": "Issue 68611 is the clearest canonical issue: it states both visible symptoms (assistant replies invisible, user messages erased) and identifies the WebChat CLI runner context directly.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 68611 is the better cluster representative because it is broader and more explicit about the failure mode, making it easier to triage and search.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:68582", + "right": "issue:68611", + "accept": true, + "reason": "Both reports point to the same underlying persistence/history reload problem in WebChat with the CLI provider; the second issue is essentially a fuller symptom description of the first." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet: both issue titles describe the same WebChat CLI/provider transcript persistence problem, with invisible assistant replies and lost user/history state. The canonical-choice and soft-edge rationale are conservative enough given the available evidence, and there is no clear overstatement beyond the titles." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 164, + "component_count": 164, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-68841-2", + "nodes": [ + "issue:68841", + "issue:68847" + ], + "soft_pairs": [ + "issue:68841|issue:68847" + ], + "prepared_review_unit_hash": "f6391c3e7eaf6202540df2097a61aa9b40f590967e05104257704cb87c83511a", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1639, + "estimated_input_tokens": 410, + "estimated_eval_tokens": 1076 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1639, + "estimated_input_tokens": 410, + "estimated_eval_tokens": 1076 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These are two unrelated gateway bugs: one about an uncapped costUsageCache accumulating stale entries, the other about nodeWakeById being written before an APNS registration check. They should not be deduplicated.", + "confidence": 0.98, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": "No single canonical issue: 68841 and 68847 describe different code paths, different failure modes, and would require different fixes.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:68841", + "right": "issue:68847", + "accept": false, + "reason": "Different underlying bugs in different subsystems: cache pruning vs node wake registration ordering. They are not the same issue." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 1, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-18860-2", + "nodes": [ + "pull_request:18860", + "pull_request:36245" + ], + "soft_pairs": [ + "pull_request:18860|pull_request:36245" + ], + "prepared_review_unit_hash": "44db4562a2f4024141462b98fced01ec492fc980bab3fb7627951b75c97e84bd", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4495, + "estimated_input_tokens": 1124, + "estimated_eval_tokens": 2504 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4495, + "estimated_input_tokens": 1124, + "estimated_eval_tokens": 2504 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "The two PRs are unrelated: one adds a new agent hook for resolved tools, while the other adds a Predict marketplace skill/documentation. They should not be treated as duplicates or a single change cluster.", + "confidence": 0.99, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": null, + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "pull_request:18860", + "right": "pull_request:36245", + "accept": false, + "reason": "Different code areas and goals: agent hook plumbing vs. a new Predict skill/docs. They do not fix the same underlying problem and could not plausibly be merged into one PR." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 2, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 46, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-18915-528", + "nodes": [ + "pull_request:53401", + "pull_request:53441", + "pull_request:53451", + "pull_request:53522", + "pull_request:62689", + "pull_request:63783", + "pull_request:64109", + "pull_request:64594", + "pull_request:64657", + "pull_request:64842", + "pull_request:64862", + "pull_request:64864", + "pull_request:65111", + "pull_request:65262", + "pull_request:65460", + "pull_request:65622", + "pull_request:65669", + "pull_request:65696", + "pull_request:65911", + "pull_request:65979", + "pull_request:65989", + "pull_request:66023", + "pull_request:66054", + "pull_request:66063", + "pull_request:66310", + "pull_request:66329", + "pull_request:66442", + "pull_request:66613", + "pull_request:66640", + "pull_request:66696", + "pull_request:66753", + "pull_request:66764", + "pull_request:66776", + "pull_request:67207", + "pull_request:67215", + "pull_request:67374", + "pull_request:67586", + "pull_request:67733", + "pull_request:67870", + "pull_request:68005", + "pull_request:68034", + "pull_request:68071", + "pull_request:68286", + "pull_request:68418", + "pull_request:68817", + "pull_request:68819", + "pull_request:68830", + "pull_request:68855" + ], + "soft_pairs": [ + "pull_request:53401|pull_request:53522", + "pull_request:65669|pull_request:66023", + "pull_request:66054|pull_request:66310", + "pull_request:62689|pull_request:68034", + "pull_request:65460|pull_request:66640", + "pull_request:66696|pull_request:67870", + "pull_request:64842|pull_request:64862", + "pull_request:66054|pull_request:66063", + "pull_request:68286|pull_request:68830", + "pull_request:66329|pull_request:66442", + "pull_request:68005|pull_request:68071", + "pull_request:65111|pull_request:65262", + "pull_request:67207|pull_request:67215", + "pull_request:65979|pull_request:65989", + "pull_request:53451|pull_request:53522", + "pull_request:68418|pull_request:68855", + "pull_request:53441|pull_request:53522", + "pull_request:67374|pull_request:67733", + "pull_request:66753|pull_request:67870", + "pull_request:66696|pull_request:66776", + "pull_request:68817|pull_request:68819", + "pull_request:66753|pull_request:66776", + "pull_request:64657|pull_request:64864", + "pull_request:66776|pull_request:67870", + "pull_request:65696|pull_request:67586", + "pull_request:63783|pull_request:66613", + "pull_request:64109|pull_request:64594", + "pull_request:65622|pull_request:66764", + "pull_request:65911|pull_request:66613" + ], + "prepared_review_unit_hash": "c82bdc2a346373f1461a4d016a07ac9fe49e58eb5192e6d761a031ac30130f09", + "component_budget": { + "node_count": 528, + "item_count": 528, + "soft_pair_count": 1438, + "serialized_chars": 1672259, + "estimated_input_tokens": 418065, + "estimated_eval_tokens": 836386 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 29, + "serialized_chars": 107878, + "estimated_input_tokens": 26970, + "estimated_eval_tokens": 54196 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Mixed cluster with several true duplicate-like PR pairs inside otherwise unrelated fixes; no single artifact cleanly represents the whole set. Clear duplicates exist for cron startup null-state guards, pre-commit Corepack fallback, Slack thread routing, memory hybrid result fields, TUI run-status recovery, and the OpenAI typed-block stream fix.", + "confidence": 0.69, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": null, + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "pull_request:53401", + "right": "pull_request:53522", + "accept": false, + "reason": "53522 bundles this schema change with unrelated Synology and port-diagnosis fixes; not the same single PR-worthy change." + }, + { + "left": "pull_request:65669", + "right": "pull_request:66023", + "accept": true, + "reason": "Both implement custom cron job IDs on add, touching the same cron add/normalize path." + }, + { + "left": "pull_request:66054", + "right": "pull_request:66310", + "accept": true, + "reason": "Same cron start() missing-job.state guard in the same code path." + }, + { + "left": "pull_request:62689", + "right": "pull_request:68034", + "accept": false, + "reason": "Both are Discord thread-binding related, but they fix different prefix-conversion paths (inbound lookup vs binding adapter)." + }, + { + "left": "pull_request:65460", + "right": "pull_request:66640", + "accept": false, + "reason": "Both touch browser CLI help loading, but one is lazy-loading subcommands while the other avoids full boot on --help; related but different changes." + }, + { + "left": "pull_request:66696", + "right": "pull_request:67870", + "accept": true, + "reason": "Same pre-commit/Corepack pnpm fallback fix in the same hook/tooling files." + }, + { + "left": "pull_request:64842", + "right": "pull_request:64862", + "accept": true, + "reason": "Same stale-streaming-status bug for completed unbound runs in the TUI event handler." + }, + { + "left": "pull_request:66054", + "right": "pull_request:66063", + "accept": true, + "reason": "Both guard legacy cron jobs without state on startup; same underlying bug." + }, + { + "left": "pull_request:68286", + "right": "pull_request:68830", + "accept": true, + "reason": "Same memory hybrid result metadata change exposing vectorScore/textScore." + }, + { + "left": "pull_request:66329", + "right": "pull_request:66442", + "accept": false, + "reason": "Both address Discord multi-account skills checks, but 66442 changes requirement semantics broadly while 66329 only adjusts status recognition." + }, + { + "left": "pull_request:68005", + "right": "pull_request:68071", + "accept": true, + "reason": "Same settings-view header duplication fix in config form rendering." + }, + { + "left": "pull_request:65111", + "right": "pull_request:65262", + "accept": false, + "reason": "Both involve command handling, but 65262 also changes ACP spawn/test behavior and is not the same concrete allowlist bypass fix." + }, + { + "left": "pull_request:67207", + "right": "pull_request:67215", + "accept": false, + "reason": "Related Discord empty-content URL preservation work, but 67207 is diagnostics/regression coverage across more paths while 67215 is the actual embed-URL parsing fix." + }, + { + "left": "pull_request:65979", + "right": "pull_request:65989", + "accept": true, + "reason": "Same cron null/missing job.state hardening across list and startup paths." + }, + { + "left": "pull_request:53451", + "right": "pull_request:53522", + "accept": false, + "reason": "53522 includes the Synology ACK fix plus other unrelated changes; not the same standalone bug fix." + }, + { + "left": "pull_request:68418", + "right": "pull_request:68855", + "accept": true, + "reason": "Same OpenAI typed-block delta handling bug; 68855 broadens it, but it is the same underlying stream-parsing problem." + }, + { + "left": "pull_request:53441", + "right": "pull_request:53522", + "accept": false, + "reason": "53522 subsumes this webhook ACK change but also adds unrelated fixes, so it is not a clean duplicate pair." + }, + { + "left": "pull_request:67374", + "right": "pull_request:67733", + "accept": false, + "reason": "Both guard undefined trim inputs, but they fix different wizard flows and are not the same concrete code path." + }, + { + "left": "pull_request:66753", + "right": "pull_request:67870", + "accept": true, + "reason": "Same Corepack-managed pnpm fallback for pre-commit tooling." + }, + { + "left": "pull_request:66696", + "right": "pull_request:66776", + "accept": true, + "reason": "Same pre-commit Corepack/pnpm fallback change with the same hook files." + }, + { + "left": "pull_request:68817", + "right": "pull_request:68819", + "accept": false, + "reason": "Both are Windows command-shim fixes, but one adds allowlisted .cmd tools and the other resolves shims to underlying .exe; different problems." + }, + { + "left": "pull_request:66753", + "right": "pull_request:66776", + "accept": true, + "reason": "Same pre-commit tooling fallback to Corepack-managed pnpm." + }, + { + "left": "pull_request:64657", + "right": "pull_request:64864", + "accept": true, + "reason": "Same Slack subagent completion/thread-routing fix; 64864 is a narrower rewrite of the same change." + }, + { + "left": "pull_request:65696", + "right": "pull_request:67586", + "accept": true, + "reason": "Both implement the same chat.abort/agent RPC abort-cascade fix, just at different layers of the path." + }, + { + "left": "pull_request:63783", + "right": "pull_request:66613", + "accept": false, + "reason": "Both touch attachments, but 63783 preserves images for text-only models while 66613 makes parse failures loud; different bugs and different fix scope." + }, + { + "left": "pull_request:64109", + "right": "pull_request:64594", + "accept": false, + "reason": "Both are qa-lab startup robustness changes, but they protect different absent-pack code paths and are not the same concrete bug." + }, + { + "left": "pull_request:65622", + "right": "pull_request:66764", + "accept": false, + "reason": "Related compaction behavior, but these target different trigger conditions and different issue scopes rather than the same exact bug." + }, + { + "left": "pull_request:65911", + "right": "pull_request:66613", + "accept": false, + "reason": "One saves web UI images for text-only models; the other centralizes attachment parse failures. Related area, different changes." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet and stays conservative about the mixed/multi-bug PRs. The accepted soft-edge pairs are supported by shared issue targets/files and look mergeable as the same bugfix, while the rejected pairs appropriately avoid overstating similarity for broader or differently scoped changes. No obvious evidence inflation stands out." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 2, + "component_count": 124, + "review_unit_index": 2, + "review_unit_count": 46, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-18915-528", + "nodes": [ + "pull_request:33237", + "pull_request:54032", + "pull_request:62689", + "pull_request:63783", + "pull_request:64322", + "pull_request:64384", + "pull_request:64446", + "pull_request:64546", + "pull_request:65003", + "pull_request:65655", + "pull_request:65800", + "pull_request:65968", + "pull_request:65979", + "pull_request:66005", + "pull_request:66063", + "pull_request:66149", + "pull_request:66407", + "pull_request:66413", + "pull_request:66613", + "pull_request:66764", + "pull_request:66949", + "pull_request:67063", + "pull_request:67137", + "pull_request:67208", + "pull_request:67231", + "pull_request:67365", + "pull_request:67480", + "pull_request:67584", + "pull_request:67586", + "pull_request:67634", + "pull_request:67665", + "pull_request:67692", + "pull_request:67733", + "pull_request:67790", + "pull_request:67867", + "pull_request:68020", + "pull_request:68034", + "pull_request:68063", + "pull_request:68087", + "pull_request:68089", + "pull_request:68114", + "pull_request:68121", + "pull_request:68225", + "pull_request:68318", + "pull_request:68384", + "pull_request:68430", + "pull_request:68456", + "pull_request:68681" + ], + "soft_pairs": [ + "pull_request:68114|pull_request:68318", + "pull_request:66613|pull_request:67586", + "pull_request:68225|pull_request:68456", + "pull_request:66407|pull_request:68089", + "pull_request:64446|pull_request:67867", + "pull_request:64384|pull_request:66764", + "pull_request:63783|pull_request:67634", + "pull_request:67665|pull_request:67867", + "pull_request:66005|pull_request:67867", + "pull_request:68020|pull_request:68087", + "pull_request:33237|pull_request:67480", + "pull_request:65968|pull_request:66613", + "pull_request:67137|pull_request:67733", + "pull_request:67692|pull_request:68430", + "pull_request:62689|pull_request:67665", + "pull_request:64322|pull_request:67790", + "pull_request:66005|pull_request:67665", + "pull_request:65003|pull_request:65979", + "pull_request:67665|pull_request:68034", + "pull_request:66413|pull_request:68384", + "pull_request:66949|pull_request:68114", + "pull_request:67586|pull_request:68089", + "pull_request:65800|pull_request:67208", + "pull_request:54032|pull_request:67480", + "pull_request:64546|pull_request:65655", + "pull_request:68020|pull_request:68681", + "pull_request:67665|pull_request:68063", + "pull_request:65003|pull_request:66063", + "pull_request:65800|pull_request:67063", + "pull_request:66407|pull_request:66613", + "pull_request:67208|pull_request:68121", + "pull_request:66149|pull_request:67584", + "pull_request:67231|pull_request:67480", + "pull_request:67063|pull_request:67208", + "pull_request:68089|pull_request:68114", + "pull_request:67365|pull_request:68089" + ], + "prepared_review_unit_hash": "f73d9d3e9eafb484acce4e0f3c420561a484b7b89e1251149859c0cec4257a18", + "component_budget": { + "node_count": 528, + "item_count": 528, + "soft_pair_count": 1438, + "serialized_chars": 1672259, + "estimated_input_tokens": 418065, + "estimated_eval_tokens": 836386 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 36, + "serialized_chars": 110004, + "estimated_input_tokens": 27501, + "estimated_eval_tokens": 55258 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This cluster is heterogeneous overall, but it contains several real duplicate subclusters: Discord ACP thread-binding prefix normalization, cron persisted-state repair, memory-wiki vault.path templating, media MIME sanitization, and memory-core dreaming cleanup warnings. Most other same-subsystem pairs are related but not the same concrete fix.", + "confidence": 0.84, + "canonical_issue_reason": null, + "canonical_pr_reason": "No single canonical PR fits the whole cluster because the items split into multiple unrelated fixes; the cluster should be triaged as several smaller duplicate groups instead.", + "best_issue_reason": null, + "best_pr_reason": "PR 67665 is the strongest representative of one coherent duplicate subcluster: it is a direct, self-contained fix for Discord prefixed conversation-id normalization and sits at the center of multiple near-duplicate thread-binding PRs.", + "soft_edge_verdicts": [ + { + "left": "pull_request:68114", + "right": "pull_request:68318", + "accept": false, + "reason": "Same area, but different bugs: HTTP/1.1 enforcement vs cross-realm FormData handling. Not mergeable into one concrete fix." + }, + { + "left": "pull_request:66613", + "right": "pull_request:67586", + "accept": false, + "reason": "Both touch gateway attachments/secrets paths, but they fix unrelated failures: attachment parse errors vs AbortController registration for agent RPC." + }, + { + "left": "pull_request:68225", + "right": "pull_request:68456", + "accept": true, + "reason": "Same sanitizeMimeType bug: anchor the regex and reject malformed trailing garbage in the same function." + }, + { + "left": "pull_request:66407", + "right": "pull_request:68089", + "accept": false, + "reason": "Different Mattermost issues: ACP text-command bypass vs duplicate slash-state module initialization." + }, + { + "left": "pull_request:64446", + "right": "pull_request:67867", + "accept": true, + "reason": "Both fix the same Discord ACP thread-binding conversation-id normalization path for child bindings." + }, + { + "left": "pull_request:64384", + "right": "pull_request:66764", + "accept": true, + "reason": "Same auto-reply compaction bug: preflight should re-fire based on fresh-token threshold, not short-circuit once totals are fresh." + }, + { + "left": "pull_request:63783", + "right": "pull_request:67634", + "accept": true, + "reason": "Same text-only image-attachment bug: preserve attachments for imageModel-based handling instead of dropping them." + }, + { + "left": "pull_request:67665", + "right": "pull_request:67867", + "accept": true, + "reason": "Same Discord prefixed conversation-id normalization bug in resolveChannelIdForBinding / ACP thread binding." + }, + { + "left": "pull_request:66005", + "right": "pull_request:67867", + "accept": true, + "reason": "Same Discord ACP thread-binding resolution path; the fallback channelId logic and prefix stripping are parts of one fix." + }, + { + "left": "pull_request:68020", + "right": "pull_request:68087", + "accept": true, + "reason": "Same dreaming-cleanup scope warning: suppress/downgrade the expected missing operator.admin cleanup failure." + }, + { + "left": "pull_request:33237", + "right": "pull_request:67480", + "accept": false, + "reason": "Both involve skills-path handling, but one validates a sibling dir and the other prevents nested redirect; not the same concrete bug." + }, + { + "left": "pull_request:65968", + "right": "pull_request:66613", + "accept": false, + "reason": "Unrelated assistant failover vs gateway attachment behavior changes." + }, + { + "left": "pull_request:67137", + "right": "pull_request:67733", + "accept": false, + "reason": "Both guard against undefined trim input, but they hit different onboarding flows and code paths, so they are not the same fix." + }, + { + "left": "pull_request:67692", + "right": "pull_request:68430", + "accept": false, + "reason": "Different ACP/runtime problems: agent delivery media-path normalization vs probeAgent config for ACPX availability." + }, + { + "left": "pull_request:62689", + "right": "pull_request:67665", + "accept": true, + "reason": "Same Discord ACP conversation-id prefix normalization bug; both target the same underlying binding lookup failure." + }, + { + "left": "pull_request:64322", + "right": "pull_request:67790", + "accept": false, + "reason": "Both are ACP/session-related, but one fixes Discord thread session keys and the other improves session=session diagnostics when thread binding is unavailable." + }, + { + "left": "pull_request:66005", + "right": "pull_request:67665", + "accept": true, + "reason": "Same Discord thread-binding normalization issue; one adds the fallback resolution, the other strips prefixed ids before lookup." + }, + { + "left": "pull_request:65003", + "right": "pull_request:65979", + "accept": true, + "reason": "Same persisted cron job-state bug: repair or normalize missing/null state on load/startup." + }, + { + "left": "pull_request:67665", + "right": "pull_request:68034", + "accept": true, + "reason": "Same Discord thread-binding prefix-stripping bug; both fix prefixed conversation ids before binding resolution." + }, + { + "left": "pull_request:66413", + "right": "pull_request:68384", + "accept": false, + "reason": "Both touch secret exec output parsing, but one extracts the last non-empty line while the other rejects noisy stdout; different intended behavior." + }, + { + "left": "pull_request:66949", + "right": "pull_request:68114", + "accept": false, + "reason": "Unrelated transport changes: Gemini thoughtSignature round-tripping vs fetch-guard HTTP protocol selection." + }, + { + "left": "pull_request:67586", + "right": "pull_request:68089", + "accept": false, + "reason": "Different subsystems and bugs: chat.abort support for agent RPC vs Mattermost slash-state duplication." + }, + { + "left": "pull_request:65800", + "right": "pull_request:67208", + "accept": false, + "reason": "Both touch memory-wiki, but one is CLI/plugin-loading behavior and the other is gateway routing for bridge import; not the same bug." + }, + { + "left": "pull_request:54032", + "right": "pull_request:67480", + "accept": false, + "reason": "Different skills issues: Himalaya docs/argument-order cleanup vs nested skills redirect handling." + }, + { + "left": "pull_request:64546", + "right": "pull_request:65655", + "accept": false, + "reason": "Both are Mattermost security/auth fixes, but they address distinct vulnerabilities and code paths." + }, + { + "left": "pull_request:68020", + "right": "pull_request:68681", + "accept": true, + "reason": "Same cleanup-scope warning family in dreaming narrative: both suppress expected missing operator.admin failures during cleanup." + }, + { + "left": "pull_request:67665", + "right": "pull_request:68063", + "accept": false, + "reason": "Related ACP normalization theme, but 68063 is broader provider-resolved context normalization rather than the same Discord binding lookup bug." + }, + { + "left": "pull_request:65003", + "right": "pull_request:66063", + "accept": true, + "reason": "Same cron startup-state issue: legacy jobs missing state must be normalized/guarded on load." + }, + { + "left": "pull_request:65800", + "right": "pull_request:67063", + "accept": false, + "reason": "Both involve memory-wiki/plugin scope, but one is bridge CLI routing and the other is plugin selection for primary CLI scope." + }, + { + "left": "pull_request:66407", + "right": "pull_request:66613", + "accept": false, + "reason": "Distinct ACP dispatch vs attachment-parse failure handling changes." + }, + { + "left": "pull_request:67208", + "right": "pull_request:68121", + "accept": false, + "reason": "Both involve memory-related plugin state, but one is routing bridge import through gateway RPC and the other is preserving publicArtifacts across capability registrations." + }, + { + "left": "pull_request:66149", + "right": "pull_request:67584", + "accept": true, + "reason": "Same ctx-aware vault.path templating feature for memory-wiki, phrased as per-org vaults in the later PR." + }, + { + "left": "pull_request:67231", + "right": "pull_request:67480", + "accept": false, + "reason": "Unrelated skills additions: a new OKX payments skill vs a skills directory redirect fix." + }, + { + "left": "pull_request:67063", + "right": "pull_request:67208", + "accept": false, + "reason": "Different memory-wiki/plugin loading problems; they are not the same underlying change." + }, + { + "left": "pull_request:68089", + "right": "pull_request:68114", + "accept": false, + "reason": "Different Mattermost slash-state vs fetch-guard transport fix." + }, + { + "left": "pull_request:67365", + "right": "pull_request:68089", + "accept": false, + "reason": "Unrelated plugin-registry guard vs Mattermost slash-state duplication." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet and stays conservative. The accepted duplicate subclusters are supported by the cited PR titles/diffs, and the rejected pairs are appropriately described as related-but-distinct rather than overstated as the same fix." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 2, + "component_count": 124, + "review_unit_index": 3, + "review_unit_count": 46, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-18915-528", + "nodes": [ + "pull_request:53662", + "pull_request:53738", + "pull_request:61082", + "pull_request:63614", + "pull_request:63679", + "pull_request:63817", + "pull_request:64109", + "pull_request:64573", + "pull_request:64623", + "pull_request:64862", + "pull_request:65003", + "pull_request:65476", + "pull_request:65606", + "pull_request:65911", + "pull_request:65968", + "pull_request:66005", + "pull_request:66007", + "pull_request:66192", + "pull_request:66271", + "pull_request:66289", + "pull_request:66310", + "pull_request:66407", + "pull_request:66764", + "pull_request:66949", + "pull_request:67007", + "pull_request:67037", + "pull_request:67302", + "pull_request:67354", + "pull_request:67360", + "pull_request:67365", + "pull_request:67480", + "pull_request:67586", + "pull_request:67815", + "pull_request:67816", + "pull_request:67939", + "pull_request:68005", + "pull_request:68034", + "pull_request:68041", + "pull_request:68089", + "pull_request:68114", + "pull_request:68146", + "pull_request:68243", + "pull_request:68310", + "pull_request:68334", + "pull_request:68424", + "pull_request:68453", + "pull_request:68647", + "pull_request:68801" + ], + "soft_pairs": [ + "pull_request:61082|pull_request:68089", + "pull_request:65476|pull_request:68334", + "pull_request:65968|pull_request:68114", + "pull_request:53738|pull_request:68243", + "pull_request:63614|pull_request:64623", + "pull_request:53662|pull_request:65606", + "pull_request:66407|pull_request:66764", + "pull_request:53662|pull_request:68005", + "pull_request:53662|pull_request:68647", + "pull_request:65003|pull_request:66310", + "pull_request:66005|pull_request:68034", + "pull_request:66289|pull_request:67302", + "pull_request:63817|pull_request:64623", + "pull_request:65606|pull_request:66407", + "pull_request:63679|pull_request:64109", + "pull_request:64862|pull_request:66289", + "pull_request:67007|pull_request:67365", + "pull_request:53662|pull_request:67354", + "pull_request:53738|pull_request:68114", + "pull_request:64109|pull_request:64623", + "pull_request:67586|pull_request:68146", + "pull_request:66192|pull_request:66289", + "pull_request:65606|pull_request:68114", + "pull_request:53738|pull_request:66949", + "pull_request:67586|pull_request:68801", + "pull_request:67360|pull_request:67365", + "pull_request:68310|pull_request:68453", + "pull_request:67586|pull_request:68114", + "pull_request:67815|pull_request:67816", + "pull_request:67365|pull_request:67480", + "pull_request:66271|pull_request:67037", + "pull_request:53738|pull_request:65911", + "pull_request:66407|pull_request:68146", + "pull_request:66007|pull_request:68424", + "pull_request:65476|pull_request:68041", + "pull_request:64573|pull_request:67939" + ], + "prepared_review_unit_hash": "8936501484567d6304c01aa60a4a4c966e9ad7c17faf0392209fc5f9a290bb79", + "component_budget": { + "node_count": 528, + "item_count": 528, + "soft_pair_count": 1438, + "serialized_chars": 1672259, + "estimated_input_tokens": 418065, + "estimated_eval_tokens": 836386 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 36, + "serialized_chars": 105181, + "estimated_input_tokens": 26296, + "estimated_eval_tokens": 52848 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Mostly separate PRs, with a few clear duplicate chains: TUI streaming-status recovery, cron job-state null handling, QA package asset inclusion, and Discord thread-binding channel-prefix resolution. I\u2019d use PR 66289 as the main representative for the TUI bug cluster.", + "confidence": 0.77, + "canonical_issue_reason": null, + "canonical_pr_reason": "PR 66289 is the clearest representative of the TUI streaming-status bug: it targets the stuck-indefinitely symptom directly, has explicit regression coverage, and overlaps with the other TUI fixes in this set.", + "best_issue_reason": null, + "best_pr_reason": "PR 66289 is the strongest overall duplicate anchor in this cluster because it has the most direct symptom description, explicit issue linkage, and multiple overlapping soft edges to nearby TUI fixes.", + "soft_edge_verdicts": [ + { + "left": "pull_request:61082", + "right": "pull_request:68089", + "accept": false, + "reason": "Different changes: telemetry/diagnostics and replay harness vs a Mattermost slash-command state fix." + }, + { + "left": "pull_request:65476", + "right": "pull_request:68334", + "accept": false, + "reason": "Related loader/memory-state area, but different bugs: rollback-path capability restoration vs cache-hit restore/merge behavior." + }, + { + "left": "pull_request:65968", + "right": "pull_request:68114", + "accept": false, + "reason": "Different code paths and symptoms: assistant failover error surfacing vs HTTP/1.1 fetch-guard timeout behavior." + }, + { + "left": "pull_request:53738", + "right": "pull_request:68243", + "accept": false, + "reason": "Both touch media/image flow, but one is provider baseUrl override and the other is custom stream-handler registration; not the same fix." + }, + { + "left": "pull_request:63614", + "right": "pull_request:64623", + "accept": true, + "reason": "Same underlying packaging bug: QA scenario assets were missing from the npm package manifest." + }, + { + "left": "pull_request:53662", + "right": "pull_request:65606", + "accept": false, + "reason": "Completely different areas: chat bubble sizing vs QQBot session timeout recovery." + }, + { + "left": "pull_request:66407", + "right": "pull_request:66764", + "accept": false, + "reason": "Different features: ACP text-command dispatch bypass vs compaction preflight behavior." + }, + { + "left": "pull_request:53662", + "right": "pull_request:68005", + "accept": false, + "reason": "No overlap beyond being UI work; grouped chat bubble sizing is unrelated to settings headers." + }, + { + "left": "pull_request:53662", + "right": "pull_request:68647", + "accept": false, + "reason": "Unrelated UI styling vs Gateway CORS configuration." + }, + { + "left": "pull_request:65003", + "right": "pull_request:66310", + "accept": true, + "reason": "Same cron bug family: malformed/null job.state on load/start, with both PRs guarding the same invalid persisted state." + }, + { + "left": "pull_request:66005", + "right": "pull_request:68034", + "accept": true, + "reason": "Same Discord thread-binding bug: both repair channelId resolution for `channel:`-prefixed conversation IDs in the thread binding adapter." + }, + { + "left": "pull_request:66289", + "right": "pull_request:67302", + "accept": true, + "reason": "Same TUI stuck-status bug and same event-finalization path; both reset activity when all streaming runs are done." + }, + { + "left": "pull_request:63817", + "right": "pull_request:64623", + "accept": true, + "reason": "Same packaging omission for QA assets; one is a broader manifest path, the other narrows it to `qa/scenarios/`." + }, + { + "left": "pull_request:65606", + "right": "pull_request:66407", + "accept": false, + "reason": "Different subsystems: QQBot gateway recovery vs ACP command dispatch logic." + }, + { + "left": "pull_request:63679", + "right": "pull_request:64109", + "accept": false, + "reason": "Same broader QA-lab area, but one is missing scenario files and the other is install-time discovery fallback; not the same concrete bug." + }, + { + "left": "pull_request:64862", + "right": "pull_request:66289", + "accept": true, + "reason": "Same TUI streaming-status regression; both add the safety-net that resets activity when no runs remain." + }, + { + "left": "pull_request:67007", + "right": "pull_request:67365", + "accept": false, + "reason": "Unrelated onboarding/docs hardening vs plugin registry provider-id validation." + }, + { + "left": "pull_request:53662", + "right": "pull_request:67354", + "accept": false, + "reason": "Chat bubble sizing is unrelated to the Telegram session-label fix." + }, + { + "left": "pull_request:53738", + "right": "pull_request:68114", + "accept": false, + "reason": "Different media-tool issues: provider baseUrl override vs HTTP/1 transport pinning." + }, + { + "left": "pull_request:64109", + "right": "pull_request:64623", + "accept": false, + "reason": "Related QA packaging/install area, but one is import-time fallback for missing scenario pack and the other is npm manifest inclusion." + }, + { + "left": "pull_request:67586", + "right": "pull_request:68146", + "accept": false, + "reason": "Different gateway concerns: chat.abort registration for agent RPCs vs startup-gated request handling." + }, + { + "left": "pull_request:66192", + "right": "pull_request:66289", + "accept": true, + "reason": "Same late-terminal-event TUI bug; both fix the stuck streaming status after a run finishes." + }, + { + "left": "pull_request:65606", + "right": "pull_request:68114", + "accept": false, + "reason": "QQBot session recovery and fetch-guard HTTP transport are unrelated." + }, + { + "left": "pull_request:53738", + "right": "pull_request:66949", + "accept": false, + "reason": "Different media/agent features: image/pdf baseUrl override vs Gemini thoughtSignature round-tripping." + }, + { + "left": "pull_request:67586", + "right": "pull_request:68801", + "accept": false, + "reason": "Different gateway state issues: abort-controller registration vs pruning orphaned agent run-start entries." + }, + { + "left": "pull_request:67360", + "right": "pull_request:67365", + "accept": false, + "reason": "Different bugs: Telegram config-read labeling vs plugin registry provider-id guard." + }, + { + "left": "pull_request:68310", + "right": "pull_request:68453", + "accept": false, + "reason": "Both are run-completion edge cases, but one retries silent stopReason=error turns and the other preserves silent NO_REPLY payloads; not the same fix." + }, + { + "left": "pull_request:67815", + "right": "pull_request:67816", + "accept": false, + "reason": "Same WhatsApp area, but different problems: auth persistence/read barriers vs setup/heartbeat/timeout state handling." + }, + { + "left": "pull_request:66271", + "right": "pull_request:67037", + "accept": true, + "reason": "Same UI flicker/reload bug in session messaging; both avoid unnecessary chat-history reloads while a run is active." + }, + { + "left": "pull_request:53738", + "right": "pull_request:65911", + "accept": false, + "reason": "Different media handling: provider override plumbing vs saving web UI images to disk for non-vision models." + }, + { + "left": "pull_request:66407", + "right": "pull_request:68146", + "accept": false, + "reason": "Different command-path issues: ACP dispatch bypass vs startup gate waiting." + }, + { + "left": "pull_request:66007", + "right": "pull_request:68424", + "accept": false, + "reason": "Both concern secretRef/web-search compatibility, but 68424 is broader bundled-provider runtime-contract plumbing while 66007 is Exa-specific API-key support." + }, + { + "left": "pull_request:65476", + "right": "pull_request:68041", + "accept": false, + "reason": "Same loader/memory-state neighborhood, but the fixes are not the same bug: rollback-path capability restoration vs CLI plugin-loading plus snapshot-state preservation." + }, + { + "left": "pull_request:64573", + "right": "pull_request:67939", + "accept": false, + "reason": "Different browser launch concerns: DISPLAY fallback vs removing a redundant sandbox flag." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet and stays conservative overall. The accepted soft edges look mergeable as single-bugfix pairs, and the rejected edges generally separate distinct code paths or symptoms. The TUI cluster anchor choice (PR 66289) is supported by the packet, and the other duplicate chains called out in the summary are plausible from the listed diffs/titles." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 2, + "component_count": 124, + "review_unit_index": 4, + "review_unit_count": 46, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-18915-528", + "nodes": [ + "pull_request:37453", + "pull_request:40878", + "pull_request:50483", + "pull_request:53414", + "pull_request:53418", + "pull_request:53738", + "pull_request:53856", + "pull_request:54043", + "pull_request:61082", + "pull_request:62689", + "pull_request:63418", + "pull_request:63614", + "pull_request:63656", + "pull_request:63783", + "pull_request:63817", + "pull_request:65004", + "pull_request:65622", + "pull_request:65803", + "pull_request:65833", + "pull_request:65968", + "pull_request:65979", + "pull_request:65989", + "pull_request:66054", + "pull_request:66063", + "pull_request:66098", + "pull_request:66294", + "pull_request:66297", + "pull_request:66537", + "pull_request:66716", + "pull_request:67007", + "pull_request:67063", + "pull_request:67326", + "pull_request:67365", + "pull_request:67380", + "pull_request:67447", + "pull_request:67480", + "pull_request:67733", + "pull_request:68041", + "pull_request:68063", + "pull_request:68087", + "pull_request:68089", + "pull_request:68121", + "pull_request:68130", + "pull_request:68158", + "pull_request:68418", + "pull_request:68424", + "pull_request:68453", + "pull_request:68710" + ], + "soft_pairs": [ + "pull_request:68041|pull_request:68121", + "pull_request:40878|pull_request:50483", + "pull_request:67007|pull_request:67733", + "pull_request:65622|pull_request:66716", + "pull_request:62689|pull_request:68063", + "pull_request:65833|pull_request:68424", + "pull_request:63656|pull_request:68710", + "pull_request:65979|pull_request:66063", + "pull_request:65968|pull_request:67380", + "pull_request:61082|pull_request:67365", + "pull_request:63418|pull_request:66098", + "pull_request:53856|pull_request:68418", + "pull_request:53738|pull_request:63783", + "pull_request:63614|pull_request:63817", + "pull_request:54043|pull_request:65004", + "pull_request:65968|pull_request:66297", + "pull_request:65968|pull_request:68089", + "pull_request:68087|pull_request:68130", + "pull_request:66537|pull_request:68453", + "pull_request:65989|pull_request:66054", + "pull_request:61082|pull_request:67447", + "pull_request:65803|pull_request:67326", + "pull_request:53414|pull_request:53418", + "pull_request:67063|pull_request:68121", + "pull_request:66294|pull_request:68158", + "pull_request:37453|pull_request:67480" + ], + "prepared_review_unit_hash": "cc352c7f438e8e95caf6d920ca3c45fa3800d35a173c0e84792836833819abc4", + "component_budget": { + "node_count": 528, + "item_count": 528, + "soft_pair_count": 1438, + "serialized_chars": 1672259, + "estimated_input_tokens": 418065, + "estimated_eval_tokens": 836386 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 26, + "serialized_chars": 104295, + "estimated_input_tokens": 26074, + "estimated_eval_tokens": 52404 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Mostly heterogeneous cluster. The clearest duplicate subclusters are the cron missing-`job.state` fixes and the npm package QA-asset packaging fixes. The memory-core cleanup logging pair is not conservative enough here, and the other soft links are better treated as related-but-distinct rather than duplicates.", + "confidence": 0.83, + "canonical_issue_reason": null, + "canonical_pr_reason": "65989 is the best representative of the strongest duplicate subcluster: it covers the legacy cron missing-state bug across list/startup paths and is broader than the narrower startup-only variant.", + "best_issue_reason": null, + "best_pr_reason": "65989 is the most complete and representative accepted PR in the cluster, with explicit regression coverage and scope that subsumes the narrower cron-state variant.", + "soft_edge_verdicts": [ + { + "left": "pull_request:68041", + "right": "pull_request:68121", + "accept": false, + "reason": "Unrelated changes: CLI plugin scope loading vs memory capability publicArtifacts preservation." + }, + { + "left": "pull_request:40878", + "right": "pull_request:50483", + "accept": false, + "reason": "Both touch iOS chat UI, but they fix different bugs and code paths." + }, + { + "left": "pull_request:67007", + "right": "pull_request:67733", + "accept": false, + "reason": "Both harden undefined input, but in different onboarding/wizard flows with different failure modes." + }, + { + "left": "pull_request:65622", + "right": "pull_request:66716", + "accept": false, + "reason": "Related compaction work, but the evidence is not strong enough to call them the same concrete bugfix; keep this tentative." + }, + { + "left": "pull_request:62689", + "right": "pull_request:68063", + "accept": false, + "reason": "Discord ACP binding normalization and provider-resolved ACP contexts are distinct paths." + }, + { + "left": "pull_request:65833", + "right": "pull_request:68424", + "accept": false, + "reason": "Exa SecretRef target registration is not the same change as restoring web-search SecretRef compatibility across bundled providers." + }, + { + "left": "pull_request:63656", + "right": "pull_request:68710", + "accept": false, + "reason": "ACP lifecycle routing and Discord guild-guard enforcement are different problems." + }, + { + "left": "pull_request:65979", + "right": "pull_request:66063", + "accept": true, + "reason": "Same cron legacy-state bug: both guard missing `job.state` during startup/list/catch-up handling." + }, + { + "left": "pull_request:65968", + "right": "pull_request:67380", + "accept": false, + "reason": "Terminal assistant failover handling and bundled channel entry loading are unrelated." + }, + { + "left": "pull_request:61082", + "right": "pull_request:67365", + "accept": false, + "reason": "Telemetry/diagnostics gap-filling is unrelated to onboarding provider-id guarding." + }, + { + "left": "pull_request:63418", + "right": "pull_request:66098", + "accept": false, + "reason": "Both mention defaults, but they address different chat-default resolution issues." + }, + { + "left": "pull_request:53856", + "right": "pull_request:68418", + "accept": false, + "reason": "OpenAI WS reasoning mapping and completions-stream typed-block parsing are different transports/code paths." + }, + { + "left": "pull_request:53738", + "right": "pull_request:63783", + "accept": false, + "reason": "Media-tool baseUrl override and preserving inbound image attachments solve different issues." + }, + { + "left": "pull_request:63614", + "right": "pull_request:63817", + "accept": true, + "reason": "Exact same npm packaging change: include QA scenario assets in the published package." + }, + { + "left": "pull_request:54043", + "right": "pull_request:65004", + "accept": false, + "reason": "Both involve `NO_REPLY`, but they fix different delivery paths and symptoms." + }, + { + "left": "pull_request:65968", + "right": "pull_request:66297", + "accept": false, + "reason": "Assistant failover errors and gateway WS handshake retries are unrelated." + }, + { + "left": "pull_request:65968", + "right": "pull_request:68089", + "accept": false, + "reason": "Assistant failover error handling and Mattermost slash-state duplication are unrelated." + }, + { + "left": "pull_request:68087", + "right": "pull_request:68130", + "accept": false, + "reason": "Too broad to merge as the same bug: 68130 also touches unrelated auth/model files, so it is not just the memory-core cleanup log-level change." + }, + { + "left": "pull_request:66537", + "right": "pull_request:68453", + "accept": false, + "reason": "Both touch empty-final-turn handling, but one surfaces an abort error while the other preserves silent `NO_REPLY`." + }, + { + "left": "pull_request:65989", + "right": "pull_request:66054", + "accept": true, + "reason": "Same cron missing-state bug; 65989 is the broader fix and 66054 is a narrower startup-only guard." + }, + { + "left": "pull_request:61082", + "right": "pull_request:67447", + "accept": false, + "reason": "Turn telemetry/diagnostics work is unrelated to default continuation-skip context injection." + }, + { + "left": "pull_request:65803", + "right": "pull_request:67326", + "accept": false, + "reason": "Media-understanding auth/runtime-header handling is unrelated to image attachment preservation." + }, + { + "left": "pull_request:53414", + "right": "pull_request:53418", + "accept": false, + "reason": "Different config-snapshot redaction targets: Feishu encryptKey vs browser CDP URLs." + }, + { + "left": "pull_request:67063", + "right": "pull_request:68121", + "accept": false, + "reason": "Primary CLI memory-slot plugin loading is unrelated to memory plugin publicArtifacts merging." + }, + { + "left": "pull_request:66294", + "right": "pull_request:68158", + "accept": false, + "reason": "iOS keyboard layout handling and chat follow-scroll state are related UI areas but not the same bug." + }, + { + "left": "pull_request:37453", + "right": "pull_request:67480", + "accept": false, + "reason": "Docs link wording and nested skills redirect behavior are unrelated." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "The cluster summary is broadly grounded, but at least one soft-edge acceptance is too strong for the packet. In particular, 68130 is not just the memory-core cleanup log-level change; it also touches unrelated auth/model files, so calling it the same single bugfix as 68087 is not conservative. The compaction pair 65622/66716 is also somewhat stronger than the evidence shown. The safer read is: mostly heterogeneous, with clear cron and npm package duplicate subclusters, and the other pairings left as tentative rather than accepted." + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 2, + "component_count": 124, + "review_unit_index": 5, + "review_unit_count": 46, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-18915-528", + "nodes": [ + "pull_request:33464", + "pull_request:53414", + "pull_request:53418", + "pull_request:61082", + "pull_request:62689", + "pull_request:63338", + "pull_request:63656", + "pull_request:64120", + "pull_request:64384", + "pull_request:64546", + "pull_request:65006", + "pull_request:65606", + "pull_request:65622", + "pull_request:65638", + "pull_request:65639", + "pull_request:65655", + "pull_request:65731", + "pull_request:65800", + "pull_request:65911", + "pull_request:65968", + "pull_request:65979", + "pull_request:65980", + "pull_request:66005", + "pull_request:66156", + "pull_request:66297", + "pull_request:66310", + "pull_request:66337", + "pull_request:66594", + "pull_request:66727", + "pull_request:66764", + "pull_request:66882", + "pull_request:66918", + "pull_request:66949", + "pull_request:67036", + "pull_request:67360", + "pull_request:67365", + "pull_request:67380", + "pull_request:67447", + "pull_request:67586", + "pull_request:67733", + "pull_request:67790", + "pull_request:67816", + "pull_request:67818", + "pull_request:67982", + "pull_request:68121", + "pull_request:68334", + "pull_request:68335", + "pull_request:68801" + ], + "soft_pairs": [ + "pull_request:65979|pull_request:66310", + "pull_request:53418|pull_request:65639", + "pull_request:65606|pull_request:66297", + "pull_request:61082|pull_request:66764", + "pull_request:65968|pull_request:66949", + "pull_request:68334|pull_request:68335", + "pull_request:53418|pull_request:65655", + "pull_request:65639|pull_request:65655", + "pull_request:65800|pull_request:68121", + "pull_request:67360|pull_request:67733", + "pull_request:67816|pull_request:67818", + "pull_request:66337|pull_request:66594", + "pull_request:65006|pull_request:67447", + "pull_request:63338|pull_request:63656", + "pull_request:66949|pull_request:68801", + "pull_request:66727|pull_request:66882", + "pull_request:65731|pull_request:65980", + "pull_request:61082|pull_request:67380", + "pull_request:62689|pull_request:66005", + "pull_request:66156|pull_request:67036", + "pull_request:67586|pull_request:67790", + "pull_request:67365|pull_request:67790", + "pull_request:64384|pull_request:65622", + "pull_request:33464|pull_request:64120", + "pull_request:65911|pull_request:67365", + "pull_request:65638|pull_request:66949", + "pull_request:53414|pull_request:64546", + "pull_request:66918|pull_request:67982" + ], + "prepared_review_unit_hash": "5970e9ce351a0e7dac4fd3e95b7641b0165915f6e36bfbbbf82042be188fa0d9", + "component_budget": { + "node_count": 528, + "item_count": 528, + "soft_pair_count": 1438, + "serialized_chars": 1672259, + "estimated_input_tokens": 418065, + "estimated_eval_tokens": 836386 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 28, + "serialized_chars": 109943, + "estimated_input_tokens": 27486, + "estimated_eval_tokens": 55228 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This set is mostly heterogeneous, not one tight duplicate cluster. The only convincing duplicate/near-duplicate subpairs are around cron missing job state, Slack mention handling, Discord ACP channel-prefix resolution, and preflight compaction freshness; the rest are adjacent-but-distinct fixes.", + "confidence": 0.87, + "canonical_issue_reason": null, + "canonical_pr_reason": "No single canonical PR spans the whole set; it splits into several unrelated subclusters (cron state, Slack mentions, Discord ACP, compaction).", + "best_issue_reason": null, + "best_pr_reason": "pull_request:65622 is the clearest representative of the strongest duplicate pair: it targets the same preflight-compaction freshness regression as 64384 and is a focused, issue-linked fix.", + "soft_edge_verdicts": [ + { + "left": "pull_request:65979", + "right": "pull_request:66310", + "accept": true, + "reason": "Same underlying cron bug: both address missing/absent job.state in cron start/normalization paths." + }, + { + "left": "pull_request:53414", + "right": "pull_request:65639", + "accept": false, + "reason": "Different bugs: config redaction of Feishu/browser secrets vs browser auth scoping." + }, + { + "left": "pull_request:65606", + "right": "pull_request:66297", + "accept": false, + "reason": "Unrelated: QQBot session recovery vs gateway WS handshake retry logic." + }, + { + "left": "pull_request:61082", + "right": "pull_request:66764", + "accept": false, + "reason": "Different work: telemetry/diagnostics gap-fill vs compaction threshold regression." + }, + { + "left": "pull_request:65968", + "right": "pull_request:66949", + "accept": false, + "reason": "Different code paths: assistant failover errors vs Gemini thoughtSignature transport handling." + }, + { + "left": "pull_request:68334", + "right": "pull_request:68335", + "accept": false, + "reason": "Different changes: memory plugin state merge semantics vs memory-core CLI activation." + }, + { + "left": "pull_request:53414", + "right": "pull_request:65655", + "accept": false, + "reason": "Different subsystems and bugs: config snapshot redaction vs Mattermost callback auth hardening." + }, + { + "left": "pull_request:65639", + "right": "pull_request:65655", + "accept": false, + "reason": "Different bugs: browser auth mode scoping vs Mattermost slash callback auth." + }, + { + "left": "pull_request:65800", + "right": "pull_request:68121", + "accept": false, + "reason": "Different areas: CLI runtime plugin loading vs memory plugin publicArtifacts preservation." + }, + { + "left": "pull_request:67360", + "right": "pull_request:67733", + "accept": false, + "reason": "Different onboarding/read bugs in different modules; same general null-guard theme only." + }, + { + "left": "pull_request:67816", + "right": "pull_request:67818", + "accept": false, + "reason": "Both are WhatsApp auth/login changes, but they fix different concrete issues and code paths." + }, + { + "left": "pull_request:66337", + "right": "pull_request:66594", + "accept": false, + "reason": "Overlap on startup warmup, but 66594 also adds chat-run registration; not the same single change." + }, + { + "left": "pull_request:65731", + "right": "pull_request:65980", + "accept": true, + "reason": "Same Slack inbound-mention normalization/rendering bug in the same message-prep pipeline." + }, + { + "left": "pull_request:61082", + "right": "pull_request:67380", + "accept": false, + "reason": "Diagnostics/replay harness work vs bundled channel entry loading diagnostics; unrelated bugs." + }, + { + "left": "pull_request:62689", + "right": "pull_request:66005", + "accept": true, + "reason": "Same Discord ACP channel-prefix normalization problem, just fixed at adjacent layers (binding resolution and manager fallback)." + }, + { + "left": "pull_request:66156", + "right": "pull_request:67036", + "accept": false, + "reason": "Both concern transcript/history cleanup, but one is a system-event leak and the other is UI export filtering." + }, + { + "left": "pull_request:67586", + "right": "pull_request:67790", + "accept": false, + "reason": "Different agent/control-plane bugs: chat.abort registration vs sessions_spawn thread-binding error messaging." + }, + { + "left": "pull_request:67365", + "right": "pull_request:67790", + "accept": false, + "reason": "Different bugs: plugin registry diagnostics for missing provider IDs vs ACP spawn error wording." + }, + { + "left": "pull_request:64384", + "right": "pull_request:65622", + "accept": true, + "reason": "Same preflight-compaction freshness regression; 65622 is a follow-up/refinement of the same fix path." + }, + { + "left": "pull_request:33464", + "right": "pull_request:64120", + "accept": false, + "reason": "Both mention audio transcription, but one frames STT transcripts as untrusted content and the other adds WhatsApp preflight transcription." + }, + { + "left": "pull_request:65911", + "right": "pull_request:67365", + "accept": false, + "reason": "Different bugs: web UI image persistence vs onboarding trim crash." + }, + { + "left": "pull_request:65638", + "right": "pull_request:66949", + "accept": false, + "reason": "Unrelated: cron delivery-instruction prompt shaping vs Gemini tool-call thoughtSignature transport." + }, + { + "left": "pull_request:66727", + "right": "pull_request:66882", + "accept": false, + "reason": "Both guard undefined input, but in different utilities and flows; not the same underlying bug." + }, + { + "left": "pull_request:66918", + "right": "pull_request:67982", + "accept": false, + "reason": "Stale approval click handling vs stale approval reply text; related domain but different changes." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet and stays conservative overall. The accepted soft-edge pairs all look like plausible same-bug or follow-up fixes in the same code path, and the rejected pairs are mostly clearly distinct enough to avoid overclaiming. No clear overstatement stands out." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 2, + "component_count": 124, + "review_unit_index": 6, + "review_unit_count": 46, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-18915-528", + "nodes": [ + "pull_request:40877", + "pull_request:50483", + "pull_request:50998", + "pull_request:53418", + "pull_request:53662", + "pull_request:61082", + "pull_request:62421", + "pull_request:62895", + "pull_request:63338", + "pull_request:63793", + "pull_request:64403", + "pull_request:64650", + "pull_request:65205", + "pull_request:65398", + "pull_request:65606", + "pull_request:65609", + "pull_request:65637", + "pull_request:65736", + "pull_request:65800", + "pull_request:65803", + "pull_request:65828", + "pull_request:65911", + "pull_request:66041", + "pull_request:66110", + "pull_request:66271", + "pull_request:66275", + "pull_request:66525", + "pull_request:66715", + "pull_request:66889", + "pull_request:67037", + "pull_request:67083", + "pull_request:67156", + "pull_request:67326", + "pull_request:67533", + "pull_request:67604", + "pull_request:67623", + "pull_request:67748", + "pull_request:68110", + "pull_request:68136", + "pull_request:68325", + "pull_request:68339", + "pull_request:68424", + "pull_request:68463", + "pull_request:68518", + "pull_request:68523", + "pull_request:68801", + "pull_request:68803" + ], + "soft_pairs": [ + "pull_request:64650|pull_request:66041", + "pull_request:40877|pull_request:50998", + "pull_request:65609|pull_request:65800", + "pull_request:68801|pull_request:68803", + "pull_request:62895|pull_request:68110", + "pull_request:65803|pull_request:66275", + "pull_request:66715|pull_request:68463", + "pull_request:65828|pull_request:68424", + "pull_request:53662|pull_request:65911", + "pull_request:65736|pull_request:67623", + "pull_request:64403|pull_request:65800", + "pull_request:65606|pull_request:68801", + "pull_request:62421|pull_request:68518", + "pull_request:50483|pull_request:67037", + "pull_request:67326|pull_request:68339", + "pull_request:61082|pull_request:65606", + "pull_request:63793|pull_request:67748", + "pull_request:66110|pull_request:68136", + "pull_request:66889|pull_request:67083", + "pull_request:63338|pull_request:63793", + "pull_request:64650|pull_request:65398", + "pull_request:65205|pull_request:67156", + "pull_request:68325|pull_request:68523", + "pull_request:66271|pull_request:67533", + "pull_request:53418|pull_request:65637", + "pull_request:66525|pull_request:67604" + ], + "prepared_review_unit_hash": "7fba97d7fecc273ea8f40795dff2e19386195eee1cbaddb09931502e3a5066d6", + "component_budget": { + "node_count": 528, + "item_count": 528, + "soft_pair_count": 1438, + "serialized_chars": 1672259, + "estimated_input_tokens": 418065, + "estimated_eval_tokens": 836386 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 26, + "serialized_chars": 104572, + "estimated_input_tokens": 26143, + "estimated_eval_tokens": 52542 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Mostly unrelated fix PRs across different subsystems. Only the Telegram polling HTTP/2 transport pair looks like the same underlying bug/change; the rest should stay separate.", + "confidence": 0.92, + "canonical_issue_reason": null, + "canonical_pr_reason": "PR 66889 is the best canonical PR here: it is issue-linked and describes the broader Telegram polling transport fix, while 67083 reads like a narrower implementation follow-up to the same dispatcher bug.", + "best_issue_reason": null, + "best_pr_reason": "PR 66889 is the strongest representative because it names the user-visible Telegram polling stall and covers the full transport change.", + "soft_edge_verdicts": [ + { + "left": "pull_request:64650", + "right": "pull_request:66041", + "accept": false, + "reason": "Both are Telegram fixes, but one is about channel/topic prompt inheritance and the other about ack-reaction scope; different behavior and code paths." + }, + { + "left": "pull_request:40877", + "right": "pull_request:50998", + "accept": false, + "reason": "Both involve iOS permissions, but one fixes main-thread warnings and the other restores permission prompts; not the same underlying issue." + }, + { + "left": "pull_request:65609", + "right": "pull_request:65800", + "accept": false, + "reason": "One is a CI regression unblocker, the other loads runtime plugins for wiki commands; unrelated changes." + }, + { + "left": "pull_request:68801", + "right": "pull_request:68803", + "accept": false, + "reason": "Session-cache pruning and the .planning scaffold are unrelated; no shared bug or change." + }, + { + "left": "pull_request:62895", + "right": "pull_request:68110", + "accept": false, + "reason": "Both touch memory-search/status plumbing, but they fix different problems: deep status config context vs doctor/provider lookup false positives." + }, + { + "left": "pull_request:65803", + "right": "pull_request:66275", + "accept": false, + "reason": "Media-understanding auth markers and custom-provider model catalog updates are different features." + }, + { + "left": "pull_request:66715", + "right": "pull_request:68463", + "accept": false, + "reason": "Different provider onboarding/catalog work; same broad area, but not the same fix." + }, + { + "left": "pull_request:65828", + "right": "pull_request:68424", + "accept": false, + "reason": "Both are web-search/provider compatibility work, but one is Minimax API-key detection and the other is SecretRef runtime compatibility for bundled providers." + }, + { + "left": "pull_request:53662", + "right": "pull_request:65911", + "accept": false, + "reason": "Chat bubble sizing and saving images to disk solve different UI/storage issues." + }, + { + "left": "pull_request:65736", + "right": "pull_request:67623", + "accept": false, + "reason": "Exec-approvals path resolution and sandbox backend registry scope are unrelated global-state fixes." + }, + { + "left": "pull_request:64403", + "right": "pull_request:65800", + "accept": false, + "reason": "CLI metadata command loading and wiki-command plugin loading are different subsystems and bugs." + }, + { + "left": "pull_request:65606", + "right": "pull_request:68801", + "accept": false, + "reason": "QQBot session timeout recovery and agentRunStarts pruning are separate gateway lifecycle fixes." + }, + { + "left": "pull_request:62421", + "right": "pull_request:68518", + "accept": false, + "reason": "Both filter transcript noise, but they target different message types and different code paths; not one duplicate change." + }, + { + "left": "pull_request:50483", + "right": "pull_request:67037", + "accept": false, + "reason": "Chat streaming/layout stabilization and skipping session.message reloads during active chat are related only loosely, not the same fix." + }, + { + "left": "pull_request:67326", + "right": "pull_request:68339", + "accept": false, + "reason": "Image-runtime headers and NVIDIA NIM onboarding are unrelated." + }, + { + "left": "pull_request:61082", + "right": "pull_request:65606", + "accept": false, + "reason": "Turn telemetry/replay harness work and QQBot session recovery are unrelated." + }, + { + "left": "pull_request:63793", + "right": "pull_request:67748", + "accept": false, + "reason": "ACP dead-spawn recovery and browser CDP reconnect backoff are separate resilience fixes in different systems." + }, + { + "left": "pull_request:66110", + "right": "pull_request:68136", + "accept": false, + "reason": "Root log-file overrides and sink-level redaction are different logging concerns." + }, + { + "left": "pull_request:66889", + "right": "pull_request:67083", + "accept": true, + "reason": "Same Telegram polling transport bug: both switch the polling path to HTTP/1.1 / allowH2:false to stop stalls and timeouts, and they could plausibly be merged into one PR." + }, + { + "left": "pull_request:63338", + "right": "pull_request:63793", + "accept": false, + "reason": "Feishu account-level TTS overrides and ACP disconnect handling are unrelated." + }, + { + "left": "pull_request:64650", + "right": "pull_request:65398", + "accept": false, + "reason": "Telegram topic prompts and Feishu groupPolicy registration are completely different channel fixes." + }, + { + "left": "pull_request:65205", + "right": "pull_request:67156", + "accept": false, + "reason": "Discord Activities support and Canvas skill frontmatter are unrelated changes." + }, + { + "left": "pull_request:68325", + "right": "pull_request:68523", + "accept": false, + "reason": "Telegram inbound filtering and Slack HTTP registry persistence address different bugs in different integrations." + }, + { + "left": "pull_request:66271", + "right": "pull_request:67533", + "accept": false, + "reason": "Avoiding chat flicker on reload and rendering uploaded images after history reload are different UI issues." + }, + { + "left": "pull_request:53418", + "right": "pull_request:65637", + "accept": false, + "reason": "Config snapshot redaction and /config show redaction are related, but they fix different surfaces and code paths." + }, + { + "left": "pull_request:66525", + "right": "pull_request:67604", + "accept": false, + "reason": "OpenCode plugin integration and cron parent-session reclamation are unrelated." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet and stays conservative. The Telegram polling pair is plausibly the same bugfix and mergeable into one PR, while the other soft-edge rejections are cautious and supported by the cited filenames/titles." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 2, + "component_count": 124, + "review_unit_index": 7, + "review_unit_count": 46, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-18915-528", + "nodes": [ + "pull_request:53414", + "pull_request:53418", + "pull_request:53478", + "pull_request:53528", + "pull_request:53904", + "pull_request:62689", + "pull_request:63338", + "pull_request:63783", + "pull_request:63793", + "pull_request:64446", + "pull_request:64650", + "pull_request:65169", + "pull_request:65266", + "pull_request:65476", + "pull_request:65637", + "pull_request:65655", + "pull_request:66041", + "pull_request:66214", + "pull_request:66297", + "pull_request:66329", + "pull_request:66331", + "pull_request:66537", + "pull_request:66568", + "pull_request:67007", + "pull_request:67063", + "pull_request:67365", + "pull_request:67451", + "pull_request:67480", + "pull_request:67604", + "pull_request:67706", + "pull_request:67713", + "pull_request:67733", + "pull_request:67842", + "pull_request:67982", + "pull_request:68060", + "pull_request:68087", + "pull_request:68114", + "pull_request:68121", + "pull_request:68235", + "pull_request:68325", + "pull_request:68444", + "pull_request:68560", + "pull_request:68566", + "pull_request:68681", + "pull_request:68693", + "pull_request:68807", + "pull_request:68844" + ], + "soft_pairs": [ + "pull_request:62689|pull_request:64446", + "pull_request:67007|pull_request:68693", + "pull_request:67604|pull_request:68560", + "pull_request:65476|pull_request:68121", + "pull_request:53904|pull_request:66297", + "pull_request:67007|pull_request:68325", + "pull_request:65266|pull_request:67007", + "pull_request:66041|pull_request:68444", + "pull_request:68087|pull_request:68681", + "pull_request:67007|pull_request:67842", + "pull_request:67007|pull_request:67451", + "pull_request:67063|pull_request:68060", + "pull_request:66297|pull_request:67365", + "pull_request:67982|pull_request:68807", + "pull_request:67604|pull_request:68693", + "pull_request:53414|pull_request:65169", + "pull_request:66537|pull_request:68566", + "pull_request:67480|pull_request:67733", + "pull_request:64650|pull_request:66329", + "pull_request:66568|pull_request:68844", + "pull_request:65637|pull_request:65655", + "pull_request:63338|pull_request:66331", + "pull_request:67706|pull_request:67713", + "pull_request:53418|pull_request:65169", + "pull_request:67604|pull_request:68235", + "pull_request:63793|pull_request:67007", + "pull_request:53478|pull_request:66214", + "pull_request:67604|pull_request:67842", + "pull_request:53528|pull_request:66297", + "pull_request:63783|pull_request:68114" + ], + "prepared_review_unit_hash": "cbe4b15f02a680f3fb2bf933b17eb725ad2f1fbd437060fe353c8d696f9fb560", + "component_budget": { + "node_count": 528, + "item_count": 528, + "soft_pair_count": 1438, + "serialized_chars": 1672259, + "estimated_input_tokens": 418065, + "estimated_eval_tokens": 836386 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 30, + "serialized_chars": 106476, + "estimated_input_tokens": 26619, + "estimated_eval_tokens": 53494 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Mostly heterogeneous set of PRs with only one credible duplicate pair: the two memory-core dreaming cleanup scope-warning fixes. The rest are topical similarities only, not the same underlying change.", + "confidence": 0.95, + "canonical_issue_reason": null, + "canonical_pr_reason": "PR 68681 is the clearest representative of the shared dreaming-cleanup warning bug and appears to subsume the narrower 68087 change.", + "best_issue_reason": null, + "best_pr_reason": "PR 68681 is the strongest single representative here; the other items are unrelated fixes and should not be merged as duplicates.", + "soft_edge_verdicts": [ + { + "left": "pull_request:62689", + "right": "pull_request:64446", + "accept": false, + "reason": "Both are Discord thread-binding related, but one normalizes inbound conversation IDs and the other normalizes explicit parentConversationId; different code paths and not the same bug." + }, + { + "left": "pull_request:67007", + "right": "pull_request:68693", + "accept": false, + "reason": "Different concerns: onboarding/docs formatting hardening vs memory tool documentation; no shared underlying change." + }, + { + "left": "pull_request:67604", + "right": "pull_request:68560", + "accept": false, + "reason": "Cron session reaping and tool-result base64 stripping are unrelated." + }, + { + "left": "pull_request:65476", + "right": "pull_request:68121", + "accept": false, + "reason": "Both touch memory-plugin state, but one fixes plugin registry rollback capability persistence and the other preserves publicArtifacts across multiple registrations; distinct changes." + }, + { + "left": "pull_request:53904", + "right": "pull_request:66297", + "accept": false, + "reason": "Completely different systems: doctor warning suppression vs gateway WS handshake retries." + }, + { + "left": "pull_request:67007", + "right": "pull_request:68325", + "accept": false, + "reason": "Onboarding/docs hardening and Telegram inbound filtering are unrelated." + }, + { + "left": "pull_request:65266", + "right": "pull_request:67007", + "accept": false, + "reason": "A broad deployment/Telegram/UI PR versus docs/channel-meta hardening; not the same underlying issue." + }, + { + "left": "pull_request:66041", + "right": "pull_request:68444", + "accept": false, + "reason": "Telegram ack-reaction handling and Feishu mention-forwarding are different channel behaviors." + }, + { + "left": "pull_request:68087", + "right": "pull_request:68681", + "accept": true, + "reason": "Both address the same dreaming cleanup scope-warning problem around missing operator.admin; the broader PR 68681 plausibly subsumes the narrower logging tweak in 68087." + }, + { + "left": "pull_request:67007", + "right": "pull_request:67842", + "accept": false, + "reason": "Docs/link formatting hardening versus message-tool description cleanup; unrelated." + }, + { + "left": "pull_request:67007", + "right": "pull_request:67451", + "accept": false, + "reason": "Different targets: onboarding/docs formatting vs WhatsApp target normalization." + }, + { + "left": "pull_request:67063", + "right": "pull_request:68060", + "accept": false, + "reason": "Plugin CLI scope expansion and memory-lancedb smart extraction are separate features." + }, + { + "left": "pull_request:66297", + "right": "pull_request:67365", + "accept": false, + "reason": "Gateway WS handshake retries and plugin registry provider-id guarding are unrelated." + }, + { + "left": "pull_request:67982", + "right": "pull_request:68807", + "accept": false, + "reason": "Both involve approvals, but one clarifies stale approval replies while the other bridges MCP tool approval elicitations; different workflows and code paths." + }, + { + "left": "pull_request:67604", + "right": "pull_request:68693", + "accept": false, + "reason": "Cron idle-session reclamation and memory docs updates are unrelated." + }, + { + "left": "pull_request:53414", + "right": "pull_request:65169", + "accept": false, + "reason": "Config redaction for Feishu secrets and node pairing approval reachability are unrelated." + }, + { + "left": "pull_request:66537", + "right": "pull_request:68566", + "accept": false, + "reason": "Both touch embedded runner logic, but one fixes silent final-answer loss and the other changes auth-profile cooldown handling; different bugs." + }, + { + "left": "pull_request:67480", + "right": "pull_request:67733", + "accept": false, + "reason": "Skills-root redirect behavior and undefined trim guards in setup wizard are different fixes." + }, + { + "left": "pull_request:64650", + "right": "pull_request:66329", + "accept": false, + "reason": "Telegram topic prompt inheritance and Discord config skill checks are unrelated." + }, + { + "left": "pull_request:66568", + "right": "pull_request:68844", + "accept": false, + "reason": "Both adjust chunking behavior, but one adds table-safe break detection and the other changes newline paragraph packing; not the same issue." + }, + { + "left": "pull_request:65637", + "right": "pull_request:65655", + "accept": false, + "reason": "Secret redaction in /config show and Mattermost callback auth hardening are unrelated." + }, + { + "left": "pull_request:63338", + "right": "pull_request:66331", + "accept": false, + "reason": "Feishu account-level TTS overrides versus broader per-agent TTS/STT overrides; related domain, different change set." + }, + { + "left": "pull_request:67706", + "right": "pull_request:67713", + "accept": false, + "reason": "Compaction event emission during recovery and event-name renaming are adjacent but not the same concrete fix." + }, + { + "left": "pull_request:53418", + "right": "pull_request:65169", + "accept": false, + "reason": "Config snapshot redaction for browser CDP URLs and node pairing approval reachability are unrelated." + }, + { + "left": "pull_request:66568", + "right": "pull_request:68693", + "accept": false, + "reason": "Block chunker table-safe handling and memory docs are unrelated." + }, + { + "left": "pull_request:65637", + "right": "pull_request:65655", + "accept": false, + "reason": "No common underlying bug; one is config response redaction, the other is slash callback security." + }, + { + "left": "pull_request:63338", + "right": "pull_request:68681", + "accept": false, + "reason": "Feishu TTS config and dreaming cleanup warnings are unrelated." + }, + { + "left": "pull_request:67706", + "right": "pull_request:67733", + "accept": false, + "reason": "Embedded runner compaction events and setup trim guards are different code paths." + }, + { + "left": "pull_request:63783", + "right": "pull_request:68114", + "accept": false, + "reason": "Webchat attachment preservation and guarded fetch HTTP/1 behavior are unrelated." + }, + { + "left": "pull_request:68235", + "right": "pull_request:68325", + "accept": false, + "reason": "Exec approval routing and Telegram inbound filtering are unrelated." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet, and the soft-edge calls are conservative. The only true-positive pair, 68087/68681, is framed as a plausible subsumption rather than a hard claim, and the rest of the pairwise rejections are well-supported by differing scopes/code paths." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 2, + "component_count": 124, + "review_unit_index": 8, + "review_unit_count": 46, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-18915-528", + "nodes": [ + "pull_request:53418", + "pull_request:63338", + "pull_request:63521", + "pull_request:63793", + "pull_request:64124", + "pull_request:64546", + "pull_request:64650", + "pull_request:64782", + "pull_request:65006", + "pull_request:65205", + "pull_request:65398", + "pull_request:65606", + "pull_request:65736", + "pull_request:65911", + "pull_request:66156", + "pull_request:66457", + "pull_request:66568", + "pull_request:66673", + "pull_request:66709", + "pull_request:66918", + "pull_request:67036", + "pull_request:67037", + "pull_request:67326", + "pull_request:67365", + "pull_request:67443", + "pull_request:67533", + "pull_request:67586", + "pull_request:67748", + "pull_request:67783", + "pull_request:67882", + "pull_request:67892", + "pull_request:67894", + "pull_request:68005", + "pull_request:68114", + "pull_request:68244", + "pull_request:68298", + "pull_request:68331", + "pull_request:68389", + "pull_request:68456", + "pull_request:68463", + "pull_request:68518", + "pull_request:68543", + "pull_request:68560", + "pull_request:68647", + "pull_request:68710", + "pull_request:68716", + "pull_request:68801", + "pull_request:68816" + ], + "soft_pairs": [ + "pull_request:65736|pull_request:66918", + "pull_request:67326|pull_request:68560", + "pull_request:64650|pull_request:67783", + "pull_request:63793|pull_request:65205", + "pull_request:64782|pull_request:66156", + "pull_request:63521|pull_request:66568", + "pull_request:53418|pull_request:64546", + "pull_request:67037|pull_request:67533", + "pull_request:66709|pull_request:68463", + "pull_request:66673|pull_request:67882", + "pull_request:67892|pull_request:67894", + "pull_request:67586|pull_request:68647", + "pull_request:64650|pull_request:67443", + "pull_request:63338|pull_request:68331", + "pull_request:68114|pull_request:68456", + "pull_request:65006|pull_request:68801", + "pull_request:68114|pull_request:68801", + "pull_request:67365|pull_request:68647", + "pull_request:63338|pull_request:65398", + "pull_request:65736|pull_request:67748", + "pull_request:68710|pull_request:68716", + "pull_request:67892|pull_request:68389", + "pull_request:66709|pull_request:68816", + "pull_request:67036|pull_request:68518", + "pull_request:64124|pull_request:68389", + "pull_request:65736|pull_request:66457", + "pull_request:65736|pull_request:68244", + "pull_request:68114|pull_request:68543", + "pull_request:68298|pull_request:68716", + "pull_request:65911|pull_request:68647", + "pull_request:65606|pull_request:68005" + ], + "prepared_review_unit_hash": "6389642c912647bfe129cef31ab3302dd1a057fd1e0b206239cb8247550894a5", + "component_budget": { + "node_count": 528, + "item_count": 528, + "soft_pair_count": 1438, + "serialized_chars": 1672259, + "estimated_input_tokens": 418065, + "estimated_eval_tokens": 836386 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 31, + "serialized_chars": 110851, + "estimated_input_tokens": 27713, + "estimated_eval_tokens": 55682 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "The cluster is highly heterogeneous: it contains many unrelated open PRs with only superficial soft similarity. I found no true duplicate pairings worth merging.", + "confidence": 0.95, + "canonical_issue_reason": null, + "canonical_pr_reason": "No issue artifacts are present. PR 65736 is the most connected node in the soft-similarity graph, so it is the least arbitrary anchor, but it is not a true duplicate hub.", + "best_issue_reason": null, + "best_pr_reason": "PR 65736 has the highest linkage count among the candidates, making it the best representative only in a graph-theoretic sense; semantically, the cluster is not a duplicate set.", + "soft_edge_verdicts": [ + { + "left": "pull_request:65736", + "right": "pull_request:66918", + "accept": false, + "reason": "Exec-approvals state-dir handling vs stale exec approval clicks; different bug surfaces." + }, + { + "left": "pull_request:67326", + "right": "pull_request:68560", + "accept": false, + "reason": "Image header/runtime auth handling vs stripping base64 from tool results; unrelated media issues." + }, + { + "left": "pull_request:64650", + "right": "pull_request:67783", + "accept": false, + "reason": "Telegram prompt fallback vs Feishu typing-reaction targeting; different integrations and fixes." + }, + { + "left": "pull_request:63793", + "right": "pull_request:65205", + "accept": false, + "reason": "ACP dead-spawn recovery vs Discord Activities support; unrelated code paths." + }, + { + "left": "pull_request:64782", + "right": "pull_request:66156", + "accept": false, + "reason": "Chat history import vs history leak stripping; both involve history, but opposite and distinct behaviors." + }, + { + "left": "pull_request:63521", + "right": "pull_request:66568", + "accept": false, + "reason": "Unclosed [[ streaming cleanup vs table-safe chunking; different streaming bugs." + }, + { + "left": "pull_request:53418", + "right": "pull_request:64546", + "accept": false, + "reason": "Config snapshot redaction vs Mattermost HMAC/token forgeability; unrelated security fixes." + }, + { + "left": "pull_request:67037", + "right": "pull_request:67533", + "accept": false, + "reason": "Skip reloads during active chat vs render images after history reload; related UI area, different root causes." + }, + { + "left": "pull_request:66709", + "right": "pull_request:68463", + "accept": false, + "reason": "Model catalog support for different providers; not the same change." + }, + { + "left": "pull_request:66673", + "right": "pull_request:67882", + "accept": false, + "reason": "Memory-core doctor probe vs memory status reporting; different commands/features." + }, + { + "left": "pull_request:67892", + "right": "pull_request:67894", + "accept": false, + "reason": "Loader diagnostics for missing runtime deps vs doctor repair behavior for optional deps; distinct problems." + }, + { + "left": "pull_request:67586", + "right": "pull_request:68647", + "accept": false, + "reason": "Agent RPC abort wiring vs Gateway CORS config; unrelated subsystems." + }, + { + "left": "pull_request:64650", + "right": "pull_request:67443", + "accept": false, + "reason": "Feishu account-level TTS overrides vs core per-agent TTS/STT resolution; similar theme, different scope and implementation." + }, + { + "left": "pull_request:63338", + "right": "pull_request:68331", + "accept": false, + "reason": "Feishu-specific account TTS schema vs global per-agent TTS/STT overrides; not the same underlying bug/change." + }, + { + "left": "pull_request:68114", + "right": "pull_request:68456", + "accept": false, + "reason": "HTTP/1 fallback for guarded fetch vs MIME-type sanitization regex; unrelated infra/security fixes." + }, + { + "left": "pull_request:65006", + "right": "pull_request:68801", + "accept": false, + "reason": "Disable bootstrap file injection vs prune stale agent run cache; different lifecycle issues." + }, + { + "left": "pull_request:68114", + "right": "pull_request:68801", + "accept": false, + "reason": "HTTP fetch transport behavior vs cache pruning; unrelated." + }, + { + "left": "pull_request:67365", + "right": "pull_request:68647", + "accept": false, + "reason": "Plugin registry provider-id guard vs Gateway CORS; different areas and failure modes." + }, + { + "left": "pull_request:63338", + "right": "pull_request:65398", + "accept": false, + "reason": "Feishu TTS override support vs preserve groupPolicy/avoid duplicate registration; unrelated Feishu changes." + }, + { + "left": "pull_request:65736", + "right": "pull_request:67748", + "accept": false, + "reason": "Exec approvals path resolution vs CDP reconnect backoff; unrelated infrastructure fixes." + }, + { + "left": "pull_request:68710", + "right": "pull_request:68716", + "accept": false, + "reason": "Discord /new-/reset guild guards vs guild-admin requester authz; same product area, but different commands and code paths." + }, + { + "left": "pull_request:67892", + "right": "pull_request:68389", + "accept": false, + "reason": "Missing bundled runtime deps guidance vs allowlist mismatch warning; both plugin-related, but different diagnostics." + }, + { + "left": "pull_request:66709", + "right": "pull_request:68816", + "accept": false, + "reason": "opencode-go catalog support vs Moonshot Kimi K2.6 defaults; different providers and behaviors." + }, + { + "left": "pull_request:67036", + "right": "pull_request:68518", + "accept": false, + "reason": "Filtering leaked control-UI rows vs filtering system-event messages; both history sanitizers, but not the same leak." + }, + { + "left": "pull_request:64124", + "right": "pull_request:68389", + "accept": false, + "reason": "Boundary-file ENOENT/path-escape diagnostics vs plugin allowlist warning wording; distinct loader problems." + }, + { + "left": "pull_request:65736", + "right": "pull_request:66457", + "accept": false, + "reason": "Exec approvals path selection vs log rotation implementation; unrelated infra work." + }, + { + "left": "pull_request:65736", + "right": "pull_request:68244", + "accept": false, + "reason": "Exec approvals path selection vs adding file r; no relation." + }, + { + "left": "pull_request:68114", + "right": "pull_request:68543", + "accept": false, + "reason": "Guarded HTTP transport choice vs retry-after lower-bound jitter; unrelated retry behavior." + }, + { + "left": "pull_request:68298", + "right": "pull_request:68716", + "accept": false, + "reason": "Fail-closed when bot identity is unavailable vs Discord guild-admin requester authorization; different guard conditions." + }, + { + "left": "pull_request:65911", + "right": "pull_request:68647", + "accept": false, + "reason": "Persist web UI images for non-vision models vs Gateway CORS; unrelated." + }, + { + "left": "pull_request:65606", + "right": "pull_request:68005", + "accept": false, + "reason": "QQBot 4009 session recovery vs duplicate section headers in settings view; unrelated." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 2, + "component_count": 124, + "review_unit_index": 9, + "review_unit_count": 46, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-18915-528", + "nodes": [ + "pull_request:40874", + "pull_request:50998", + "pull_request:51011", + "pull_request:53414", + "pull_request:53738", + "pull_request:53865", + "pull_request:58823", + "pull_request:58992", + "pull_request:61082", + "pull_request:63633", + "pull_request:64109", + "pull_request:64124", + "pull_request:64518", + "pull_request:64546", + "pull_request:65003", + "pull_request:65169", + "pull_request:65270", + "pull_request:65376", + "pull_request:65637", + "pull_request:65828", + "pull_request:65856", + "pull_request:66023", + "pull_request:66098", + "pull_request:66277", + "pull_request:66407", + "pull_request:66764", + "pull_request:66889", + "pull_request:66976", + "pull_request:67137", + "pull_request:67268", + "pull_request:67304", + "pull_request:67326", + "pull_request:67354", + "pull_request:67365", + "pull_request:67380", + "pull_request:67447", + "pull_request:67693", + "pull_request:67815", + "pull_request:67820", + "pull_request:67882", + "pull_request:67892", + "pull_request:68063", + "pull_request:68424", + "pull_request:68543", + "pull_request:68647", + "pull_request:68681", + "pull_request:68710", + "pull_request:68837" + ], + "soft_pairs": [ + "pull_request:67354|pull_request:67380", + "pull_request:53738|pull_request:67447", + "pull_request:66764|pull_request:67447", + "pull_request:40874|pull_request:51011", + "pull_request:67137|pull_request:68837", + "pull_request:66407|pull_request:68543", + "pull_request:66098|pull_request:67268", + "pull_request:58823|pull_request:58992", + "pull_request:68063|pull_request:68710", + "pull_request:67882|pull_request:68681", + "pull_request:67365|pull_request:67380", + "pull_request:67304|pull_request:68647", + "pull_request:40874|pull_request:50998", + "pull_request:64546|pull_request:65637", + "pull_request:61082|pull_request:65270", + "pull_request:64546|pull_request:65169", + "pull_request:63633|pull_request:66889", + "pull_request:64124|pull_request:66277", + "pull_request:67815|pull_request:67820", + "pull_request:58823|pull_request:64518", + "pull_request:64109|pull_request:66277", + "pull_request:66976|pull_request:67892", + "pull_request:53414|pull_request:65637", + "pull_request:65003|pull_request:66023", + "pull_request:67137|pull_request:67693", + "pull_request:67354|pull_request:67365", + "pull_request:67326|pull_request:68424", + "pull_request:53865|pull_request:65376", + "pull_request:65828|pull_request:65856" + ], + "prepared_review_unit_hash": "3e64a38eaf5690aedce42fb0b4e3b7d5bc32c6711cef8805bb201300aa99a4db", + "component_budget": { + "node_count": 528, + "item_count": 528, + "soft_pair_count": 1438, + "serialized_chars": 1672259, + "estimated_input_tokens": 418065, + "estimated_eval_tokens": 836386 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 29, + "serialized_chars": 113604, + "estimated_input_tokens": 28401, + "estimated_eval_tokens": 57058 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This cluster is heterogeneous: most pairs are only superficially similar because they share a subsystem, test file, or broad theme, but they target different bugs/changes. I do not see a safe canonical duplicate PR here.", + "confidence": 0.95, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": null, + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "pull_request:67354", + "right": "pull_request:67380", + "accept": false, + "reason": "Different fixes: Telegram session label formatting vs bundled channel load failure logging." + }, + { + "left": "pull_request:53738", + "right": "pull_request:67447", + "accept": false, + "reason": "Media-tool baseUrl override bug is unrelated to agents default context injection." + }, + { + "left": "pull_request:66764", + "right": "pull_request:67447", + "accept": false, + "reason": "Compaction preflight threshold logic and context-injection defaults are separate behaviors." + }, + { + "left": "pull_request:40874", + "right": "pull_request:51011", + "accept": false, + "reason": "iOS UI revamp and iOS privacy/access settings are distinct changes." + }, + { + "left": "pull_request:67137", + "right": "pull_request:68837", + "accept": false, + "reason": "Optional-input trim crash and non-string agent list handling are different input-validation bugs." + }, + { + "left": "pull_request:66407", + "right": "pull_request:68543", + "accept": false, + "reason": "ACP command dispatch bypass and retry-after jitter handling are unrelated code paths." + }, + { + "left": "pull_request:66098", + "right": "pull_request:67268", + "accept": false, + "reason": "Web UI effective defaults and recovered fallback override cleanup are different model-selection issues." + }, + { + "left": "pull_request:58823", + "right": "pull_request:58992", + "accept": false, + "reason": "Subagent model priority resolution and stale isolated-session model state are separate bugs." + }, + { + "left": "pull_request:68063", + "right": "pull_request:68710", + "accept": false, + "reason": "ACP context normalization and Discord guild guard enforcement are not the same change." + }, + { + "left": "pull_request:67882", + "right": "pull_request:68681", + "accept": false, + "reason": "Memory status reporting and suppressing cleanup scope warnings address different symptoms." + }, + { + "left": "pull_request:67365", + "right": "pull_request:67380", + "accept": false, + "reason": "Plugin registry provider-id guard is unrelated to bundled channel entry loading diagnostics." + }, + { + "left": "pull_request:67304", + "right": "pull_request:68647", + "accept": false, + "reason": "jiti cache configuration and Gateway CORS support are unrelated features." + }, + { + "left": "pull_request:40874", + "right": "pull_request:50998", + "accept": false, + "reason": "Same app area, but UI redesign is not the same as restoring permission prompts." + }, + { + "left": "pull_request:64546", + "right": "pull_request:65637", + "accept": false, + "reason": "Mattermost HMAC/token forgeability and /config secret redaction are different issues." + }, + { + "left": "pull_request:61082", + "right": "pull_request:65270", + "accept": false, + "reason": "Turn telemetry/replay work and LINE sticker support do not fix the same bug." + }, + { + "left": "pull_request:64546", + "right": "pull_request:65169", + "accept": false, + "reason": "Mattermost interaction token hardening is unrelated to node pairing approval reachability." + }, + { + "left": "pull_request:63633", + "right": "pull_request:66889", + "accept": false, + "reason": "Telegram SOCKS proxy support and disabling HTTP/2 polling transport are separate transport fixes." + }, + { + "left": "pull_request:64124", + "right": "pull_request:66277", + "accept": false, + "reason": "Boundary-file ENOENT diagnostics and bundled channel load guarding are different failure modes." + }, + { + "left": "pull_request:67815", + "right": "pull_request:67820", + "accept": false, + "reason": "Both WhatsApp-auth related, but one hardens persistence/read barriers and the other preserves QR/runtime behavior." + }, + { + "left": "pull_request:53865", + "right": "pull_request:65376", + "accept": false, + "reason": "Lemonade provider addition and ATOM provider addition are distinct provider integrations." + }, + { + "left": "pull_request:53414", + "right": "pull_request:65637", + "accept": false, + "reason": "Feishu snapshot redaction and /config show redaction are separate secret-handling paths." + }, + { + "left": "pull_request:65003", + "right": "pull_request:66023", + "accept": false, + "reason": "Normalizing malformed persisted cron state and adding custom cron job IDs are not the same bug." + }, + { + "left": "pull_request:67137", + "right": "pull_request:67693", + "accept": false, + "reason": "Blank-label prompt crash and undefined-text prompt crash are different prompt edge cases." + }, + { + "left": "pull_request:67354", + "right": "pull_request:67365", + "accept": false, + "reason": "Telegram session label fix and plugin registry diagnostics guard are unrelated." + }, + { + "left": "pull_request:67326", + "right": "pull_request:68424", + "accept": false, + "reason": "Image runtime headers and web-search SecretRef compatibility target different subsystems." + }, + { + "left": "pull_request:53865", + "right": "pull_request:65376", + "accept": false, + "reason": "Both provider-related, but they introduce different providers with different runtime/setup work." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 2, + "component_count": 124, + "review_unit_index": 10, + "review_unit_count": 46, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-18915-528", + "nodes": [ + "pull_request:37453", + "pull_request:40878", + "pull_request:50998", + "pull_request:54032", + "pull_request:62895", + "pull_request:63596", + "pull_request:64322", + "pull_request:64328", + "pull_request:64403", + "pull_request:64623", + "pull_request:64718", + "pull_request:64719", + "pull_request:64782", + "pull_request:64842", + "pull_request:65006", + "pull_request:65301", + "pull_request:65637", + "pull_request:65638", + "pull_request:65639", + "pull_request:65800", + "pull_request:66098", + "pull_request:66134", + "pull_request:66149", + "pull_request:66156", + "pull_request:66192", + "pull_request:66271", + "pull_request:66277", + "pull_request:66297", + "pull_request:66342", + "pull_request:66742", + "pull_request:66824", + "pull_request:67036", + "pull_request:67037", + "pull_request:67063", + "pull_request:67354", + "pull_request:67365", + "pull_request:67380", + "pull_request:67783", + "pull_request:68005", + "pull_request:68107", + "pull_request:68130", + "pull_request:68242", + "pull_request:68266", + "pull_request:68312", + "pull_request:68424", + "pull_request:68710", + "pull_request:68813" + ], + "soft_pairs": [ + "pull_request:66824|pull_request:68710", + "pull_request:66098|pull_request:67037", + "pull_request:66742|pull_request:67783", + "pull_request:64782|pull_request:67036", + "pull_request:66134|pull_request:66149", + "pull_request:68424|pull_request:68813", + "pull_request:64782|pull_request:66271", + "pull_request:64623|pull_request:66277", + "pull_request:68130|pull_request:68312", + "pull_request:64403|pull_request:67063", + "pull_request:65006|pull_request:67380", + "pull_request:64718|pull_request:64719", + "pull_request:40878|pull_request:50998", + "pull_request:66297|pull_request:66342", + "pull_request:64842|pull_request:66192", + "pull_request:66156|pull_request:66271", + "pull_request:64328|pull_request:68266", + "pull_request:67354|pull_request:68005", + "pull_request:64322|pull_request:65638", + "pull_request:65637|pull_request:65639", + "pull_request:62895|pull_request:65800", + "pull_request:66342|pull_request:67365", + "pull_request:37453|pull_request:54032", + "pull_request:67365|pull_request:68005", + "pull_request:66098|pull_request:68107", + "pull_request:63596|pull_request:68242", + "pull_request:64322|pull_request:67380", + "pull_request:63596|pull_request:65301" + ], + "prepared_review_unit_hash": "2207cfab53325fd425008f1a77affee89142389085dc92bd6d5aa8b78d0e308b", + "component_budget": { + "node_count": 528, + "item_count": 528, + "soft_pair_count": 1438, + "serialized_chars": 1672259, + "estimated_input_tokens": 418065, + "estimated_eval_tokens": 836386 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 28, + "serialized_chars": 104444, + "estimated_input_tokens": 26111, + "estimated_eval_tokens": 52478 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This cluster is mostly heterogeneous and does not form one duplicate family. Only two soft pairs look like the same underlying bug/change: TUI stale activity after terminal events, and memory-core cleanup logging for missing-scope session deletion.", + "confidence": 0.93, + "canonical_issue_reason": null, + "canonical_pr_reason": "PR 64842 is the clearest anchor: it is a focused, issue-linked fix for the stale TUI streaming/activity state bug, and 66192 reads like a follow-up on the same code path.", + "best_issue_reason": null, + "best_pr_reason": "PR 64842 is the best representative because it is narrowly scoped, explicitly targeted to the bug, and most directly reflects the only strong duplicate-like pair in the cluster.", + "soft_edge_verdicts": [ + { + "left": "pull_request:66824", + "right": "pull_request:68710", + "accept": false, + "reason": "Different problems: command-auth seam work versus Discord guild-guard enforcement." + }, + { + "left": "pull_request:66098", + "right": "pull_request:67037", + "accept": false, + "reason": "Both touch chat UI, but one fixes defaults and the other skips reload flicker; not the same bug." + }, + { + "left": "pull_request:66742", + "right": "pull_request:67783", + "accept": false, + "reason": "Unrelated changes: hook messageId exposure versus Feishu typing-reaction targeting." + }, + { + "left": "pull_request:64782", + "right": "pull_request:67036", + "accept": false, + "reason": "Both involve chat history, but one imports Codex transcripts and the other filters leaked control-UI rows." + }, + { + "left": "pull_request:66134", + "right": "pull_request:66149", + "accept": false, + "reason": "Same plugin area, but refactoring factory registration is not the vault.path templating feature." + }, + { + "left": "pull_request:68424", + "right": "pull_request:68813", + "accept": false, + "reason": "Different config domains: web-search SecretRef compatibility versus comfy provider validation." + }, + { + "left": "pull_request:64782", + "right": "pull_request:66271", + "accept": false, + "reason": "One restores session history imports; the other prevents flicker on session reload." + }, + { + "left": "pull_request:64623", + "right": "pull_request:66277", + "accept": false, + "reason": "QA packaging manifest fix versus bundled channel-load error guarding." + }, + { + "left": "pull_request:68130", + "right": "pull_request:68312", + "accept": true, + "reason": "Same underlying memory-core cleanup bug: both change handling for missing operator.admin scope during dreaming-session deletion." + }, + { + "left": "pull_request:64403", + "right": "pull_request:67063", + "accept": false, + "reason": "Related CLI registry code, but one prefers metadata for lazy commands and the other adds a memory-slot to scope resolution." + }, + { + "left": "pull_request:65006", + "right": "pull_request:67380", + "accept": false, + "reason": "Different fixes: context-injection control versus bundled channel entry logging." + }, + { + "left": "pull_request:64718", + "right": "pull_request:64719", + "accept": false, + "reason": "Both are security-themed, but they harden different execution paths and tool policies." + }, + { + "left": "pull_request:40878", + "right": "pull_request:50998", + "accept": false, + "reason": "iOS composer picker loop and permission-prompt restoration are separate bugs." + }, + { + "left": "pull_request:66297", + "right": "pull_request:66342", + "accept": false, + "reason": "Unrelated gateway handshake retries versus Slack auth failure handling." + }, + { + "left": "pull_request:64842", + "right": "pull_request:66192", + "accept": true, + "reason": "Same TUI state bug family: both reset stuck streaming/activity state after terminal chat events in the same handler path." + }, + { + "left": "pull_request:66156", + "right": "pull_request:66271", + "accept": false, + "reason": "History-leak sanitization and chat flicker avoidance are different session-handling bugs." + }, + { + "left": "pull_request:64328", + "right": "pull_request:68266", + "accept": false, + "reason": "Different media fixes for different channels: QQbot audio media typing versus Telegram video dimensions." + }, + { + "left": "pull_request:67354", + "right": "pull_request:68005", + "accept": false, + "reason": "Telegram session-label formatting and settings-header rendering are unrelated UI changes." + }, + { + "left": "pull_request:64322", + "right": "pull_request:65638", + "accept": false, + "reason": "Distinct domains: Discord ACP session-key assignment versus cron delivery-instruction prompting." + }, + { + "left": "pull_request:65637", + "right": "pull_request:65639", + "accept": false, + "reason": "Config redaction for /config show and browser auth scoping are separate concerns." + }, + { + "left": "pull_request:62895", + "right": "pull_request:65800", + "accept": false, + "reason": "Memory-search status context preservation and wiki CLI plugin loading are different plugin-scope fixes." + }, + { + "left": "pull_request:66342", + "right": "pull_request:67365", + "accept": false, + "reason": "Slack provider crash handling and plugin-registry provider-id guarding do not address the same failure." + }, + { + "left": "pull_request:37453", + "right": "pull_request:54032", + "accept": false, + "reason": "Documentation-only Feishu link fix versus himalaya command-usage corrections." + }, + { + "left": "pull_request:67365", + "right": "pull_request:68005", + "accept": false, + "reason": "Provider-id guarding and settings header duplication are unrelated." + }, + { + "left": "pull_request:66098", + "right": "pull_request:68107", + "accept": false, + "reason": "Web chat default resolution and Feishu reasoning-display behavior are different bugs." + }, + { + "left": "pull_request:63596", + "right": "pull_request:68242", + "accept": false, + "reason": "Outbound message semantics canonicalization versus WhatsApp delivery-error logging are separate changes." + }, + { + "left": "pull_request:64322", + "right": "pull_request:67380", + "accept": false, + "reason": "Discord thread session keys and bundled-channel load logging are unrelated." + }, + { + "left": "pull_request:63596", + "right": "pull_request:65301", + "accept": false, + "reason": "Outbound send semantics and poll-intent detection are adjacent but distinct logic paths." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet and stays conservative: most pairs are clearly unrelated, and the two accepted pairs both look like the same bugfix family with mergeable changes. No overclaim stands out from the evidence provided." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 2, + "component_count": 124, + "review_unit_index": 11, + "review_unit_count": 46, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-18915-528", + "nodes": [ + "pull_request:40877", + "pull_request:40878", + "pull_request:51011", + "pull_request:53528", + "pull_request:53904", + "pull_request:62431", + "pull_request:62894", + "pull_request:63407", + "pull_request:63596", + "pull_request:64782", + "pull_request:64862", + "pull_request:65169", + "pull_request:65270", + "pull_request:65295", + "pull_request:65398", + "pull_request:65637", + "pull_request:65638", + "pull_request:65655", + "pull_request:65911", + "pull_request:65969", + "pull_request:66023", + "pull_request:66081", + "pull_request:66275", + "pull_request:66305", + "pull_request:66342", + "pull_request:66537", + "pull_request:66824", + "pull_request:67037", + "pull_request:67231", + "pull_request:67290", + "pull_request:67302", + "pull_request:67354", + "pull_request:67380", + "pull_request:67447", + "pull_request:67533", + "pull_request:67677", + "pull_request:67733", + "pull_request:67783", + "pull_request:67815", + "pull_request:67892", + "pull_request:67916", + "pull_request:68005", + "pull_request:68106", + "pull_request:68298", + "pull_request:68313", + "pull_request:68389", + "pull_request:68444", + "pull_request:68456" + ], + "soft_pairs": [ + "pull_request:66275|pull_request:66305", + "pull_request:67231|pull_request:67380", + "pull_request:67447|pull_request:68456", + "pull_request:65270|pull_request:67733", + "pull_request:62894|pull_request:68389", + "pull_request:67354|pull_request:67783", + "pull_request:63596|pull_request:65295", + "pull_request:65270|pull_request:67231", + "pull_request:65638|pull_request:66342", + "pull_request:40877|pull_request:40878", + "pull_request:68106|pull_request:68313", + "pull_request:65969|pull_request:67892", + "pull_request:67533|pull_request:67916", + "pull_request:64782|pull_request:67037", + "pull_request:63596|pull_request:66537", + "pull_request:53528|pull_request:67354", + "pull_request:65169|pull_request:65655", + "pull_request:62431|pull_request:63407", + "pull_request:40877|pull_request:51011", + "pull_request:67290|pull_request:68005", + "pull_request:64782|pull_request:66081", + "pull_request:65398|pull_request:68444", + "pull_request:65270|pull_request:65911", + "pull_request:68298|pull_request:68444", + "pull_request:53904|pull_request:66342", + "pull_request:66023|pull_request:67677", + "pull_request:66824|pull_request:67815", + "pull_request:67380|pull_request:68456", + "pull_request:64862|pull_request:67302", + "pull_request:65169|pull_request:65637", + "pull_request:65638|pull_request:67380" + ], + "prepared_review_unit_hash": "9e75a7a35d59d4a39970a0c0204da06c7618fd9151cec7b2fccb21a4f1c6df52", + "component_budget": { + "node_count": 528, + "item_count": 528, + "soft_pair_count": 1438, + "serialized_chars": 1672259, + "estimated_input_tokens": 418065, + "estimated_eval_tokens": 836386 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 31, + "serialized_chars": 111395, + "estimated_input_tokens": 27849, + "estimated_eval_tokens": 55954 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Mostly a mixed bag of unrelated one-off fixes. I only see two genuine duplicate-like pairs: the TUI run-status reset bug and the Lobster workflow file-not-found bug; the rest are broad subsystem overlaps or clearly different changes.", + "confidence": 0.94, + "canonical_issue_reason": null, + "canonical_pr_reason": "PR 67302 is the clearest representative of the TUI status-reset bug: it directly fixes the stale streaming/idle state caused by event ordering, and its scope is broader and more explicit than the earlier variant.", + "best_issue_reason": null, + "best_pr_reason": "PR 67302 is the strongest overall canonical PR candidate in this cluster because it most clearly captures a concrete, self-contained bug fix with a precise behavioral goal and an explicit issue target.", + "soft_edge_verdicts": [ + { + "left": "pull_request:66275", + "right": "pull_request:66305", + "accept": false, + "reason": "Same files, but different model-catalog problems: one adds custom-provider models, the other adds a short-lived cache for empty loads." + }, + { + "left": "pull_request:67231", + "right": "pull_request:67380", + "accept": false, + "reason": "Both are doc/feature-adjacent, but they fix unrelated areas: an OKX payments skill vs bundled-plugin loading diagnostics." + }, + { + "left": "pull_request:67447", + "right": "pull_request:68456", + "accept": false, + "reason": "Completely different bugs and code paths: default context injection behavior vs MIME-type sanitization." + }, + { + "left": "pull_request:65270", + "right": "pull_request:67733", + "accept": false, + "reason": "Same broad area only; one adds LINE sticker support, the other guards undefined trim input in setup forms." + }, + { + "left": "pull_request:62894", + "right": "pull_request:68389", + "accept": false, + "reason": "Both touch Slack policy/allowlist logic, but one is case-insensitive channel ID matching and the other is a new allowlist warning message." + }, + { + "left": "pull_request:67354", + "right": "pull_request:67783", + "accept": false, + "reason": "Different Feishu issues: session label formatting vs typing-reaction targeting." + }, + { + "left": "pull_request:63596", + "right": "pull_request:65295", + "accept": false, + "reason": "Both are outbound-message related, but they address different concrete bugs in send semantics and poll-metadata classification." + }, + { + "left": "pull_request:65638", + "right": "pull_request:66342", + "accept": false, + "reason": "Unrelated cron prompt wording vs Slack provider crash handling." + }, + { + "left": "pull_request:40877", + "right": "pull_request:40878", + "accept": false, + "reason": "Same iOS area, but the fixes are unrelated: main-thread warnings for location/speech objects vs picker/adaptive-log issues." + }, + { + "left": "pull_request:68106", + "right": "pull_request:68313", + "accept": true, + "reason": "These appear to fix the same Lobster runner bug: workflow-like pipeline paths should surface ENOENT/file-not-found instead of falling back to parsing, and both touch the same runner code/tests." + }, + { + "left": "pull_request:65969", + "right": "pull_request:67892", + "accept": false, + "reason": "QR runtime replacement vs missing bundled runtime dependency diagnostics; different changes despite both involving loading." + }, + { + "left": "pull_request:67533", + "right": "pull_request:67916", + "accept": false, + "reason": "Both mention chat/image rendering, but one reloads uploaded images after history reload and the other avoids blocking attachments before bootstrap roots load." + }, + { + "left": "pull_request:64782", + "right": "pull_request:67037", + "accept": false, + "reason": "Related to chat history timing, but they fix different behaviors: restoring Codex transcript imports vs skipping reloads during active chat." + }, + { + "left": "pull_request:63596", + "right": "pull_request:66537", + "accept": false, + "reason": "Different outbound/gateway issues: canonicalizing message send semantics vs surfacing silent final-answer loss in embedded Pi runs." + }, + { + "left": "pull_request:53528", + "right": "pull_request:67354", + "accept": false, + "reason": "Cron store watching and Telegram session-label formatting are unrelated changes." + }, + { + "left": "pull_request:65169", + "right": "pull_request:65655", + "accept": false, + "reason": "Different gateway domains and bugs: node pairing reachability vs Mattermost slash callback auth hardening." + }, + { + "left": "pull_request:62431", + "right": "pull_request:63407", + "accept": false, + "reason": "Both are container-setup related, but they add different environment/build-arg wiring and are not the same change." + }, + { + "left": "pull_request:40877", + "right": "pull_request:51011", + "accept": false, + "reason": "Both are iOS fixes, but one is a main-thread warning fix and the other adds Privacy & Access settings." + }, + { + "left": "pull_request:67290", + "right": "pull_request:68005", + "accept": false, + "reason": "Both remove duplicate headers, but in different UI surfaces and with different implementation details." + }, + { + "left": "pull_request:64782", + "right": "pull_request:66081", + "accept": false, + "reason": "Both are Codex/CLI related, but one restores chat history imports and the other changes message artifact extraction." + }, + { + "left": "pull_request:65398", + "right": "pull_request:68444", + "accept": false, + "reason": "Same Feishu extension, but different problems: preserve groupPolicy registration vs disable mention auto-forwarding." + }, + { + "left": "pull_request:68298", + "right": "pull_request:68444", + "accept": false, + "reason": "Discord bot identity fallback and Feishu mention forwarding are unrelated." + }, + { + "left": "pull_request:53904", + "right": "pull_request:66342", + "accept": false, + "reason": "Different diagnostics in different subsystems: memory-search API-key warning vs Slack auth-crash handling." + }, + { + "left": "pull_request:66023", + "right": "pull_request:67677", + "accept": false, + "reason": "Both are cron feature work, but custom job IDs and single-job get/inspection are distinct changes." + }, + { + "left": "pull_request:66824", + "right": "pull_request:67815", + "accept": false, + "reason": "Core auth-seam refactor vs WhatsApp auth persistence/read-barrier hardening are not the same underlying fix." + }, + { + "left": "pull_request:67380", + "right": "pull_request:68456", + "accept": false, + "reason": "Bundled plugin loading diagnostics and MIME sanitization are unrelated." + }, + { + "left": "pull_request:64862", + "right": "pull_request:67302", + "accept": true, + "reason": "Same underlying TUI bug: activity status can stay stuck streaming when runs finish out of order, and both PRs modify the same status-reset logic in src/tui/tui-event-handlers.ts." + }, + { + "left": "pull_request:65169", + "right": "pull_request:65637", + "accept": false, + "reason": "Node pairing approval gating and config secret redaction are unrelated." + }, + { + "left": "pull_request:65638", + "right": "pull_request:67380", + "accept": false, + "reason": "Cron delivery-instruction prompting and bundled-channel-entry logging are different concerns." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "Grounded and conservative overall. The two accepted pairs are well-supported by the packet and look mergeable as single bugfix PRs; the other verdicts appropriately stay false where the changes are merely adjacent or clearly unrelated. The summary does not overstate the evidence." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 2, + "component_count": 124, + "review_unit_index": 12, + "review_unit_count": 46, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-18915-528", + "nodes": [ + "pull_request:40878", + "pull_request:50483", + "pull_request:50998", + "pull_request:51011", + "pull_request:53841", + "pull_request:54032", + "pull_request:62846", + "pull_request:62895", + "pull_request:63557", + "pull_request:64573", + "pull_request:65270", + "pull_request:65575", + "pull_request:65828", + "pull_request:65833", + "pull_request:65856", + "pull_request:65979", + "pull_request:66098", + "pull_request:66156", + "pull_request:66221", + "pull_request:66275", + "pull_request:66277", + "pull_request:66329", + "pull_request:66337", + "pull_request:66976", + "pull_request:67036", + "pull_request:67037", + "pull_request:67063", + "pull_request:67155", + "pull_request:67208", + "pull_request:67231", + "pull_request:67304", + "pull_request:67360", + "pull_request:67447", + "pull_request:67533", + "pull_request:67660", + "pull_request:67677", + "pull_request:67815", + "pull_request:67818", + "pull_request:67892", + "pull_request:67894", + "pull_request:67959", + "pull_request:67981", + "pull_request:68136", + "pull_request:68681", + "pull_request:68710", + "pull_request:68813", + "pull_request:68843" + ], + "soft_pairs": [ + "pull_request:66098|pull_request:67036", + "pull_request:65270|pull_request:67447", + "pull_request:65828|pull_request:65833", + "pull_request:67155|pull_request:68681", + "pull_request:67304|pull_request:67360", + "pull_request:65979|pull_request:67677", + "pull_request:66329|pull_request:67959", + "pull_request:68710|pull_request:68843", + "pull_request:67815|pull_request:67818", + "pull_request:54032|pull_request:67231", + "pull_request:67208|pull_request:67981", + "pull_request:62895|pull_request:67063", + "pull_request:62846|pull_request:65856", + "pull_request:65575|pull_request:67037", + "pull_request:40878|pull_request:51011", + "pull_request:66156|pull_request:67533", + "pull_request:64573|pull_request:67660", + "pull_request:66275|pull_request:66337", + "pull_request:66976|pull_request:67894", + "pull_request:66277|pull_request:67892", + "pull_request:50483|pull_request:50998", + "pull_request:66221|pull_request:67815", + "pull_request:63557|pull_request:68136", + "pull_request:53841|pull_request:68813" + ], + "prepared_review_unit_hash": "9b7eeb1b0683783e2ed7a04c915e62adeb37944b4902cae9106b5ef74829e290", + "component_budget": { + "node_count": 528, + "item_count": 528, + "soft_pair_count": 1438, + "serialized_chars": 1672259, + "estimated_input_tokens": 418065, + "estimated_eval_tokens": 836386 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 24, + "serialized_chars": 109290, + "estimated_input_tokens": 27323, + "estimated_eval_tokens": 54902 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This cluster is heterogeneous: it contains many unrelated PRs across chat/UI, WhatsApp, cron, plugins, docs, and config. The proposed soft edges mostly share a broad subsystem or theme, but not the same concrete bug or change, so none should be merged as duplicates.", + "confidence": 0.95, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": null, + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "pull_request:66098", + "right": "pull_request:67036", + "accept": false, + "reason": "Both touch chat UI, but one is about effective chat defaults and the other about filtering leaked transcript rows; different bug and code path." + }, + { + "left": "pull_request:65270", + "right": "pull_request:67447", + "accept": false, + "reason": "One adds LINE sticker support, the other changes agent context injection defaults; unrelated changes." + }, + { + "left": "pull_request:65828", + "right": "pull_request:65833", + "accept": false, + "reason": "MiniMax web-search autodetection and Exa SecretRef registration are separate provider integrations, not the same fix." + }, + { + "left": "pull_request:67155", + "right": "pull_request:68681", + "accept": false, + "reason": "Hide-system sessions UI and dreaming cleanup scope warnings are unrelated features/bugs." + }, + { + "left": "pull_request:67304", + "right": "pull_request:67360", + "accept": false, + "reason": "JITI cache configuration and a Telegram config-read bug are distinct loader issues." + }, + { + "left": "pull_request:65979", + "right": "pull_request:67677", + "accept": false, + "reason": "Normalizing missing cron job state and adding cron get are separate cron features/fixes." + }, + { + "left": "pull_request:66329", + "right": "pull_request:67959", + "accept": false, + "reason": "Multi-account Discord config support and parallelized status probes do not address the same problem." + }, + { + "left": "pull_request:68710", + "right": "pull_request:68843", + "accept": false, + "reason": "Guild guard enforcement and stale-session cwd handling are different command/session validation bugs." + }, + { + "left": "pull_request:67815", + "right": "pull_request:67818", + "accept": false, + "reason": "Both are WhatsApp-related, but one hardens auth persistence and the other adds QR login result codes/preflight; not the same concrete change." + }, + { + "left": "pull_request:54032", + "right": "pull_request:67231", + "accept": false, + "reason": "Himalaya CLI docs and an OKX payments skill are unrelated." + }, + { + "left": "pull_request:67208", + "right": "pull_request:67981", + "accept": false, + "reason": "Memory-wiki bridge import routing and channel logout behavior are different CLI flows." + }, + { + "left": "pull_request:62895", + "right": "pull_request:67063", + "accept": false, + "reason": "Status deep config preservation and primary wiki CLI scope selection solve different plugin-resolution problems." + }, + { + "left": "pull_request:62846", + "right": "pull_request:65856", + "accept": false, + "reason": "Speech-provider defaults and onboarding scopes for video providers are separate manifest/config changes." + }, + { + "left": "pull_request:65575", + "right": "pull_request:67037", + "accept": false, + "reason": "One changes aria-live announcements during streaming, the other suppresses history reloads during active chat; related area but different bug." + }, + { + "left": "pull_request:40878", + "right": "pull_request:51011", + "accept": false, + "reason": "Adaptive thinking-level picker behavior/OSLog cleanup and privacy permission prompts are unrelated iOS fixes." + }, + { + "left": "pull_request:66156", + "right": "pull_request:67533", + "accept": false, + "reason": "System-event history leak filtering and rendering uploaded images after reload are separate chat transcript issues." + }, + { + "left": "pull_request:64573", + "right": "pull_request:67660", + "accept": false, + "reason": "Linux Chrome DISPLAY fallback and Windows OAuth launcher choice are different OS-specific spawning behaviors." + }, + { + "left": "pull_request:66275", + "right": "pull_request:66337", + "accept": false, + "reason": "Including custom provider models in the catalog and using provider runtime hooks during warmup are distinct gateway/model-selection changes." + }, + { + "left": "pull_request:66976", + "right": "pull_request:67894", + "accept": false, + "reason": "WhatsApp install-blocker removal and optional bundled runtime dependency repair are different dependency-management fixes." + }, + { + "left": "pull_request:66277", + "right": "pull_request:67892", + "accept": false, + "reason": "Guarding broken bundled channel loads and explaining missing runtime deps are separate loader robustness improvements." + }, + { + "left": "pull_request:66221", + "right": "pull_request:67815", + "accept": false, + "reason": "WhatsApp assembly refactor and auth persistence/read barriers are not the same underlying change." + }, + { + "left": "pull_request:63557", + "right": "pull_request:68136", + "accept": false, + "reason": "Gateway tool-call audit logging and sink-level redaction are different logging concerns." + }, + { + "left": "pull_request:53841", + "right": "pull_request:68813", + "accept": false, + "reason": "Google provider migration shape preservation and plugin-owned model validation are separate config-validation fixes." + }, + { + "left": "pull_request:66156", + "right": "pull_request:67036", + "accept": false, + "reason": "Both touch chat history, but one removes internal control rows while the other addresses live reload behavior; distinct symptoms and fixes." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 2, + "component_count": 124, + "review_unit_index": 13, + "review_unit_count": 46, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-18915-528", + "nodes": [ + "pull_request:37453", + "pull_request:53414", + "pull_request:53662", + "pull_request:53856", + "pull_request:53904", + "pull_request:62895", + "pull_request:63418", + "pull_request:64120", + "pull_request:64124", + "pull_request:64316", + "pull_request:64335", + "pull_request:64862", + "pull_request:65606", + "pull_request:65638", + "pull_request:65639", + "pull_request:65828", + "pull_request:66041", + "pull_request:66067", + "pull_request:66156", + "pull_request:66192", + "pull_request:66275", + "pull_request:66342", + "pull_request:66709", + "pull_request:66727", + "pull_request:66754", + "pull_request:67036", + "pull_request:67037", + "pull_request:67063", + "pull_request:67268", + "pull_request:67326", + "pull_request:67354", + "pull_request:67380", + "pull_request:67533", + "pull_request:67665", + "pull_request:67733", + "pull_request:67848", + "pull_request:67882", + "pull_request:67921", + "pull_request:68286", + "pull_request:68339", + "pull_request:68389", + "pull_request:68424", + "pull_request:68430", + "pull_request:68456", + "pull_request:68573", + "pull_request:68710", + "pull_request:68843" + ], + "soft_pairs": [ + "pull_request:67326|pull_request:67848", + "pull_request:64335|pull_request:68573", + "pull_request:67036|pull_request:67533", + "pull_request:64862|pull_request:66192", + "pull_request:64124|pull_request:67380", + "pull_request:67665|pull_request:68710", + "pull_request:66156|pull_request:67037", + "pull_request:53904|pull_request:67354", + "pull_request:67063|pull_request:68424", + "pull_request:64316|pull_request:68843", + "pull_request:63418|pull_request:67268", + "pull_request:53414|pull_request:65639", + "pull_request:65606|pull_request:68456", + "pull_request:65638|pull_request:68286", + "pull_request:66342|pull_request:67733", + "pull_request:53856|pull_request:66067", + "pull_request:66727|pull_request:66754", + "pull_request:65828|pull_request:68339", + "pull_request:64120|pull_request:66041", + "pull_request:37453|pull_request:53662", + "pull_request:62895|pull_request:67882", + "pull_request:67921|pull_request:68389", + "pull_request:66275|pull_request:66709", + "pull_request:68389|pull_request:68430" + ], + "prepared_review_unit_hash": "6ebce5092980e72ba06610b9a6a1c7fb9e63575a75ad632fc7374f46781067d6", + "component_budget": { + "node_count": 528, + "item_count": 528, + "soft_pair_count": 1438, + "serialized_chars": 1672259, + "estimated_input_tokens": 418065, + "estimated_eval_tokens": 836386 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 24, + "serialized_chars": 101256, + "estimated_input_tokens": 25314, + "estimated_eval_tokens": 50884 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Mostly unrelated pull requests, with a couple of true duplicate-like pairs: the late-terminal TUI activity-state fix pair and the undefined/null docs-link guard pair. The packet contains no standalone issue artifacts, but several PRs do explicitly link issues (for example #64862, #66727, #67036, #68573, and others), so the cluster should be described as issue-linked PRs rather than issue-free.", + "confidence": 0.86, + "canonical_issue_reason": null, + "canonical_pr_reason": "PR 64862 is the clearest canonical representative: it is a concrete, issue-linked bug fix with a narrowly scoped change to the TUI activity-state handler, and it sits in the only clearly duplicate-like pair in the cluster.", + "best_issue_reason": null, + "best_pr_reason": "PR 64862 is the best overall fit because it is a concrete, issue-linked runtime bug fix with a precise user-visible failure mode, while most other PRs in the cluster are unrelated feature or docs changes.", + "soft_edge_verdicts": [ + { + "left": "pull_request:67326", + "right": "pull_request:67848", + "accept": false, + "reason": "Different changes in different subsystems: media-runtime headers vs auth-picker labels. Same broad provider theme, but not the same bug or code path." + }, + { + "left": "pull_request:64335", + "right": "pull_request:68573", + "accept": false, + "reason": "Both involve secrets, but one is API-key rotation on rate limits and the other is webhook SecretRef re-resolution. Separate failure modes and code paths." + }, + { + "left": "pull_request:67036", + "right": "pull_request:67533", + "accept": false, + "reason": "Both touch Control UI chat/history handling, but one filters leaked transcript rows and the other restores uploaded images after reload. Distinct underlying issues." + }, + { + "left": "pull_request:64862", + "right": "pull_request:66192", + "accept": true, + "reason": "Same TUI activity-state race: late terminal events can leave the UI stuck streaming. Both modify the same handler path and could plausibly be merged into one fix." + }, + { + "left": "pull_request:64124", + "right": "pull_request:67380", + "accept": false, + "reason": "Both improve loader diagnostics, but one is path-escape vs ENOENT handling and the other is bundled channel entry validation/logging. Different bug classes." + }, + { + "left": "pull_request:67665", + "right": "pull_request:68710", + "accept": false, + "reason": "Same Discord extension, but one normalizes prefixed conversation IDs and the other enforces guild guards for commands. Not the same concrete change." + }, + { + "left": "pull_request:66156", + "right": "pull_request:67037", + "accept": false, + "reason": "Both relate to transcript/history behavior, but one prevents system-event leaks and the other skips reloads during active chat. Different bugs." + }, + { + "left": "pull_request:53904", + "right": "pull_request:67354", + "accept": false, + "reason": "Unrelated fixes: Ollama memory warning suppression vs Telegram session-label formatting." + }, + { + "left": "pull_request:67063", + "right": "pull_request:68424", + "accept": false, + "reason": "Different areas: CLI plugin scope selection vs bundled web-search provider SecretRef compatibility. No shared underlying change." + }, + { + "left": "pull_request:64316", + "right": "pull_request:68843", + "accept": false, + "reason": "One releases MCP runtime resources on session reset; the other treats missing cwd as a stale bound session. Different lifecycle bugs." + }, + { + "left": "pull_request:63418", + "right": "pull_request:67268", + "accept": false, + "reason": "Session-settings thinking default vs auto-fallback override cleanup are separate features in different flows." + }, + { + "left": "pull_request:53414", + "right": "pull_request:65639", + "accept": false, + "reason": "Config snapshot redaction for Feishu vs browser auth scoping to active gateway mode. No common code path." + }, + { + "left": "pull_request:65606", + "right": "pull_request:68456", + "accept": false, + "reason": "QQBot 4009 resume handling is unrelated to MIME-type sanitization hardening." + }, + { + "left": "pull_request:65638", + "right": "pull_request:68286", + "accept": false, + "reason": "Cron delivery prompt behavior and memory hybrid search result fields are unrelated changes." + }, + { + "left": "pull_request:66342", + "right": "pull_request:67733", + "accept": false, + "reason": "Slack auth-error shutdown handling and onboarding trim guards are unrelated fixes." + }, + { + "left": "pull_request:53856", + "right": "pull_request:66067", + "accept": false, + "reason": "OpenAI WS reasoning-output mapping and thinking-fragment spacing are adjacent but distinct issues in different layers." + }, + { + "left": "pull_request:66727", + "right": "pull_request:66754", + "accept": true, + "reason": "Same concrete bug in formatDocsLink: undefined/null path handling. One PR fixes the code; the other is the matching regression-test companion." + }, + { + "left": "pull_request:65828", + "right": "pull_request:68339", + "accept": false, + "reason": "MiniMax search env-var detection and NVIDIA onboarding/NIM support are unrelated provider-specific changes." + }, + { + "left": "pull_request:64120", + "right": "pull_request:66041", + "accept": false, + "reason": "Both touch chat acknowledgements, but one adds WhatsApp preflight audio transcription and the other adjusts Telegram ack-reaction scope. Different code paths." + }, + { + "left": "pull_request:37453", + "right": "pull_request:53662", + "accept": false, + "reason": "Feishu docs link wording and grouped chat bubble sizing are unrelated." + }, + { + "left": "pull_request:62895", + "right": "pull_request:67882", + "accept": false, + "reason": "Memory-search config context preservation vs memory-core dreaming-status reporting are separate memory features." + }, + { + "left": "pull_request:67921", + "right": "pull_request:68389", + "accept": false, + "reason": "Gateway channel startup concurrency and plugin allowlist warning wording are unrelated infrastructure changes." + }, + { + "left": "pull_request:66275", + "right": "pull_request:66709", + "accept": false, + "reason": "Custom-provider model catalog inclusion vs opencode-go glm-5.1 support are different model-provider additions." + }, + { + "left": "pull_request:68389", + "right": "pull_request:68430", + "accept": false, + "reason": "Allowlist mismatch warnings and ACPX probe-agent configuration are unrelated plugin/runtime changes." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "The soft-edge verdicts are mostly conservative, but the summary is not fully grounded: it says \"No issue artifacts are present,\" yet the packet contains multiple PRs with explicit issue links (for example PR 64862, 66727, 67036, 68573, etc.). Please revise the summary to reflect that issue-linked PRs do exist, and avoid any blanket claim of none." + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 2, + "component_count": 124, + "review_unit_index": 14, + "review_unit_count": 46, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-18915-528", + "nodes": [ + "pull_request:37453", + "pull_request:40874", + "pull_request:40877", + "pull_request:40878", + "pull_request:53528", + "pull_request:53662", + "pull_request:53738", + "pull_request:53904", + "pull_request:54032", + "pull_request:61091", + "pull_request:63557", + "pull_request:63596", + "pull_request:63629", + "pull_request:64301", + "pull_request:64310", + "pull_request:64322", + "pull_request:64328", + "pull_request:64907", + "pull_request:64996", + "pull_request:65606", + "pull_request:65638", + "pull_request:65772", + "pull_request:65957", + "pull_request:65979", + "pull_request:66081", + "pull_request:66098", + "pull_request:66192", + "pull_request:66221", + "pull_request:66824", + "pull_request:66976", + "pull_request:67007", + "pull_request:67063", + "pull_request:67137", + "pull_request:67302", + "pull_request:67365", + "pull_request:67533", + "pull_request:67586", + "pull_request:67818", + "pull_request:68384", + "pull_request:68444", + "pull_request:68543", + "pull_request:68717", + "pull_request:68773", + "pull_request:68792", + "pull_request:68801", + "pull_request:68837", + "pull_request:68849" + ], + "soft_pairs": [ + "pull_request:66824|pull_request:67818", + "pull_request:64328|pull_request:67533", + "pull_request:68792|pull_request:68849", + "pull_request:40874|pull_request:40877", + "pull_request:53738|pull_request:53904", + "pull_request:65606|pull_request:68543", + "pull_request:64322|pull_request:68801", + "pull_request:65638|pull_request:67586", + "pull_request:63596|pull_request:64907", + "pull_request:54032|pull_request:67365", + "pull_request:40874|pull_request:40878", + "pull_request:68773|pull_request:68837", + "pull_request:54032|pull_request:61091", + "pull_request:65772|pull_request:66098", + "pull_request:63596|pull_request:64996", + "pull_request:63629|pull_request:67063", + "pull_request:67007|pull_request:67137", + "pull_request:53662|pull_request:53904", + "pull_request:63557|pull_request:64310", + "pull_request:65979|pull_request:68717", + "pull_request:65957|pull_request:68444", + "pull_request:63557|pull_request:64301", + "pull_request:66192|pull_request:67302", + "pull_request:66081|pull_request:68384", + "pull_request:37453|pull_request:53528", + "pull_request:66221|pull_request:66976" + ], + "prepared_review_unit_hash": "47d3a854cbe1860d1efa6c4728f15026351485d513ca050c82e751314d6d2546", + "component_budget": { + "node_count": 528, + "item_count": 528, + "soft_pair_count": 1438, + "serialized_chars": 1672259, + "estimated_input_tokens": 418065, + "estimated_eval_tokens": 836386 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 26, + "serialized_chars": 105022, + "estimated_input_tokens": 26256, + "estimated_eval_tokens": 52768 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Mostly a heterogeneous PR cluster. Only two soft edges look like real duplicates: the Windows `claude` shim fixes and the late-terminal TUI status reset fixes. The rest are broad-similarity false positives across unrelated changes.", + "confidence": 0.91, + "canonical_issue_reason": null, + "canonical_pr_reason": "No single canonical PR: the cluster splits into unrelated topics, with only two true duplicate subpairs.", + "best_issue_reason": null, + "best_pr_reason": "If a representative is needed, PR 67302 is the cleanest self-contained bug fix, but it does not cover the whole mixed cluster.", + "soft_edge_verdicts": [ + { + "left": "pull_request:66824", + "right": "pull_request:67818", + "accept": false, + "reason": "Different problems: gateway auth seam vs WhatsApp QR-login result codes; no shared code-path bug." + }, + { + "left": "pull_request:64328", + "right": "pull_request:67533", + "accept": false, + "reason": "Different features in QQBot vs Control UI image reload; same media theme but not the same fix." + }, + { + "left": "pull_request:68792", + "right": "pull_request:68849", + "accept": true, + "reason": "Both fix Windows `claude` child spawning on the same command-resolution path; the `.cmd` shim and allowlist update are the same underlying bug and could be merged together." + }, + { + "left": "pull_request:40874", + "right": "pull_request:40877", + "accept": false, + "reason": "Unrelated iOS UI overhaul vs main-thread warning fix; only broad platform overlap." + }, + { + "left": "pull_request:53738", + "right": "pull_request:53904", + "accept": false, + "reason": "Media-tools baseUrl override and doctor Ollama warning are unrelated code paths." + }, + { + "left": "pull_request:65606", + "right": "pull_request:68543", + "accept": false, + "reason": "QQBot session-timeout recovery and retry backoff lower-bound are unrelated bugs." + }, + { + "left": "pull_request:64322", + "right": "pull_request:68801", + "accept": false, + "reason": "Distinct ACP session-key behavior vs cron cache pruning; same repo area but different underlying issues." + }, + { + "left": "pull_request:65638", + "right": "pull_request:67586", + "accept": false, + "reason": "Cron delivery-instruction prompting and agent RPC abort-controller registration are unrelated." + }, + { + "left": "pull_request:63596", + "right": "pull_request:64907", + "accept": false, + "reason": "Outbound message semantics vs plugin hook addition; not the same concrete change." + }, + { + "left": "pull_request:54032", + "right": "pull_request:67365", + "accept": false, + "reason": "Himalaya docs corrections and plugin registry guard are unrelated." + }, + { + "left": "pull_request:53662", + "right": "pull_request:53904", + "accept": false, + "reason": "Grouped chat bubble sizing and doctor memory API-key warning are unrelated." + }, + { + "left": "pull_request:63557", + "right": "pull_request:64310", + "accept": false, + "reason": "Gateway tool-call audit logging and mutable workspace path cleanup do not fix the same bug." + }, + { + "left": "pull_request:65979", + "right": "pull_request:68717", + "accept": false, + "reason": "Both are cron-related, but one normalizes missing state while the other changes failure-alert defaults; different problems." + }, + { + "left": "pull_request:65957", + "right": "pull_request:68444", + "accept": false, + "reason": "Heartbeat relay-context preservation and Feishu mention forwarding are unrelated." + }, + { + "left": "pull_request:63557", + "right": "pull_request:64301", + "accept": false, + "reason": "Gateway audit logging vs tool-name normalization are unrelated changes." + }, + { + "left": "pull_request:66192", + "right": "pull_request:67302", + "accept": true, + "reason": "Both patch the same TUI event-ordering bug: late final/error events must reset activity after the active run is already cleared." + }, + { + "left": "pull_request:66081", + "right": "pull_request:68384", + "accept": false, + "reason": "Codex CLI artifact parsing and noisy exec stdout rejection address different failure modes." + }, + { + "left": "pull_request:37453", + "right": "pull_request:53528", + "accept": false, + "reason": "Docs link wording fix vs cron store-watcher feature are unrelated." + }, + { + "left": "pull_request:66221", + "right": "pull_request:66976", + "accept": false, + "reason": "WhatsApp assembly refactor and Baileys install-blocker removal are related to the same subsystem but not the same concrete bug/change." + }, + { + "left": "pull_request:67007", + "right": "pull_request:67137", + "accept": false, + "reason": "Onboarding docs/link hardening and optional-input trim crash are unrelated." + }, + { + "left": "pull_request:68773", + "right": "pull_request:68837", + "accept": false, + "reason": "Same plugin area, but one skips empty memory search payloads while the other sanitizes agent config entries; different bugs." + }, + { + "left": "pull_request:54032", + "right": "pull_request:61091", + "accept": false, + "reason": "Both are documentation updates, but they correct different commands/examples." + }, + { + "left": "pull_request:65772", + "right": "pull_request:66098", + "accept": false, + "reason": "Nodes CLI fallback behavior and web UI effective defaults are unrelated." + }, + { + "left": "pull_request:63596", + "right": "pull_request:64996", + "accept": false, + "reason": "Outbound message canonicalization and WhatsApp group-listener fix are unrelated." + }, + { + "left": "pull_request:63629", + "right": "pull_request:67063", + "accept": false, + "reason": "Doctor session-isolation warnings and wiki CLI scope expansion are unrelated." + }, + { + "left": "pull_request:67007", + "right": "pull_request:67137", + "accept": false, + "reason": "Docs/onboarding formatting and optional-input trim handling are unrelated." + }, + { + "left": "pull_request:66192", + "right": "pull_request:67302", + "accept": true, + "reason": "Same state-machine bug in TUI: both ensure terminal events clear activity correctly even when the active run is already gone." + }, + { + "left": "pull_request:66081", + "right": "pull_request:68384", + "accept": false, + "reason": "Different CLI/secrets issues with no shared code-path change." + }, + { + "left": "pull_request:66221", + "right": "pull_request:66976", + "accept": false, + "reason": "WhatsApp plugin packaging/assembly refactor vs root Baileys dependency cleanup are not the same fix." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is conservative and grounded in the packet. The two accepted soft edges are the only ones that clearly look mergeable as the same bugfix: the Windows `claude` child-spawn shim/allowlist change and the late-terminal TUI activity-reset fix. The remaining pairs are reasonably rejected as broad-similarity false positives or unrelated changes, and the canonical/representative-PR language stays appropriately cautious." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 2, + "component_count": 124, + "review_unit_index": 15, + "review_unit_count": 46, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-18915-528", + "nodes": [ + "pull_request:33237", + "pull_request:53414", + "pull_request:53528", + "pull_request:53662", + "pull_request:53904", + "pull_request:54032", + "pull_request:62846", + "pull_request:62895", + "pull_request:64355", + "pull_request:64403", + "pull_request:64650", + "pull_request:64736", + "pull_request:65003", + "pull_request:65006", + "pull_request:65554", + "pull_request:65606", + "pull_request:65622", + "pull_request:65655", + "pull_request:65772", + "pull_request:65828", + "pull_request:65856", + "pull_request:65957", + "pull_request:66063", + "pull_request:66221", + "pull_request:66271", + "pull_request:66310", + "pull_request:66943", + "pull_request:66955", + "pull_request:67036", + "pull_request:67231", + "pull_request:67268", + "pull_request:67304", + "pull_request:67360", + "pull_request:67365", + "pull_request:67380", + "pull_request:67443", + "pull_request:67677", + "pull_request:67820", + "pull_request:67959", + "pull_request:68063", + "pull_request:68430", + "pull_request:68460", + "pull_request:68681", + "pull_request:68801", + "pull_request:68803", + "pull_request:68808", + "pull_request:68813", + "pull_request:68843" + ], + "soft_pairs": [ + "pull_request:65006|pull_request:67231", + "pull_request:64736|pull_request:65772", + "pull_request:53528|pull_request:53904", + "pull_request:53528|pull_request:68801", + "pull_request:68063|pull_request:68843", + "pull_request:33237|pull_request:53528", + "pull_request:62846|pull_request:65828", + "pull_request:53414|pull_request:65655", + "pull_request:66063|pull_request:67677", + "pull_request:53528|pull_request:67360", + "pull_request:65606|pull_request:68803", + "pull_request:64650|pull_request:67959", + "pull_request:66310|pull_request:67677", + "pull_request:67231|pull_request:67365", + "pull_request:67231|pull_request:68803", + "pull_request:65554|pull_request:68808", + "pull_request:66271|pull_request:67036", + "pull_request:64403|pull_request:66221", + "pull_request:62846|pull_request:68430", + "pull_request:65856|pull_request:68460", + "pull_request:67820|pull_request:68681", + "pull_request:67304|pull_request:67380", + "pull_request:65003|pull_request:65957", + "pull_request:62895|pull_request:68813", + "pull_request:65622|pull_request:67268", + "pull_request:67268|pull_request:67443", + "pull_request:66943|pull_request:66955", + "pull_request:64355|pull_request:65554", + "pull_request:53662|pull_request:54032" + ], + "prepared_review_unit_hash": "9c0d6c4869f6c2faf0638c6e4548d1be0029c114d1ff03583a5c1cacdc607cd1", + "component_budget": { + "node_count": 528, + "item_count": 528, + "soft_pair_count": 1438, + "serialized_chars": 1672259, + "estimated_input_tokens": 418065, + "estimated_eval_tokens": 836386 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 29, + "serialized_chars": 111382, + "estimated_input_tokens": 27846, + "estimated_eval_tokens": 55948 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Mostly unrelated PRs across distinct subsystems; the only near-duplicate pair is the two large media-support PRs from the same feature line.", + "confidence": 0.93, + "canonical_issue_reason": null, + "canonical_pr_reason": "PR #65554 is the clearer canonical candidate for the media-support work: it has a focused title, an explicit feature description, and the diff centers on adding media support across agents/tools rather than a broad custom-build wrapper.", + "best_issue_reason": null, + "best_pr_reason": "PR #65554 is the best overall representative because it is the most clearly scoped and directly describes the underlying change; the alternatives are either unrelated or broader/less specific variants.", + "soft_edge_verdicts": [ + { + "left": "pull_request:65006", + "right": "pull_request:67231", + "accept": false, + "reason": "Different changes: bootstrap-file injection control vs a new OKX payments skill; no shared bug or code path." + }, + { + "left": "pull_request:64736", + "right": "pull_request:65772", + "accept": false, + "reason": "Unrelated UI autocomplete loading vs nodes-status fallback behavior; same client area but different problems." + }, + { + "left": "pull_request:53528", + "right": "pull_request:53904", + "accept": false, + "reason": "Both touch cron/doctor areas, but one adds job-store watching while the other fixes a memory-search warning; distinct fixes." + }, + { + "left": "pull_request:53528", + "right": "pull_request:68801", + "accept": false, + "reason": "Cron store watching and orphaned agent-run cache pruning are separate lifecycle concerns and not the same underlying bug." + }, + { + "left": "pull_request:68063", + "right": "pull_request:68843", + "accept": false, + "reason": "ACP command-context normalization and missing-cwd stale-session handling are different failure modes with different fixes." + }, + { + "left": "pull_request:62846", + "right": "pull_request:65828", + "accept": false, + "reason": "Speech-provider default registration vs MiniMax search env detection are unrelated features." + }, + { + "left": "pull_request:53414", + "right": "pull_request:65655", + "accept": false, + "reason": "Config snapshot redaction and Mattermost slash callback auth are unrelated." + }, + { + "left": "pull_request:66063", + "right": "pull_request:67677", + "accept": false, + "reason": "One guards legacy cron job state on startup; the other adds a cron get-by-id inspection path." + }, + { + "left": "pull_request:33237", + "right": "pull_request:53528", + "accept": false, + "reason": "Bundled skills-dir validation and cron store watching are unrelated." + }, + { + "left": "pull_request:65606", + "right": "pull_request:68803", + "accept": false, + "reason": "QQBot session-timeout recovery and a repo-planning scaffold are completely different changes." + }, + { + "left": "pull_request:67231", + "right": "pull_request:67365", + "accept": false, + "reason": "OKX payments skill content and onboarding trim-guarding are unrelated." + }, + { + "left": "pull_request:65554", + "right": "pull_request:68808", + "accept": true, + "reason": "Both are large, overlapping media-support PRs with the same PR-add-media-support-webchat-telegram.md artifact and many shared media/tooling files; #68808 looks like a variant/custom-build continuation of the same underlying feature change." + }, + { + "left": "pull_request:66271", + "right": "pull_request:67036", + "accept": false, + "reason": "Chat flicker on reload vs transcript-row filtering are different UI problems." + }, + { + "left": "pull_request:64403", + "right": "pull_request:66221", + "accept": false, + "reason": "Plugin CLI metadata selection and WhatsApp plugin assembly refactor are distinct plugin-system changes." + }, + { + "left": "pull_request:62846", + "right": "pull_request:68430", + "accept": false, + "reason": "Enabling bundled speech providers by default is unrelated to ACPX probe-agent configurability." + }, + { + "left": "pull_request:65856", + "right": "pull_request:68460", + "accept": false, + "reason": "Onboarding scope metadata for image/video providers and adding a Tencent provider are separate changes." + }, + { + "left": "pull_request:67820", + "right": "pull_request:68681", + "accept": false, + "reason": "WhatsApp QR/runtime reuse and memory-core dreaming warning suppression address different flows." + }, + { + "left": "pull_request:66310", + "right": "pull_request:67677", + "accept": false, + "reason": "Both involve cron ops.ts, but one adds a null guard for job state while the other exposes a get-by-id command; not the same fix." + }, + { + "left": "pull_request:66943", + "right": "pull_request:66955", + "accept": false, + "reason": "SenseAudio audio transcription and SenseAudio music generation are different providers with different behavior." + }, + { + "left": "pull_request:64355", + "right": "pull_request:65554", + "accept": false, + "reason": "Campfire channel integration and media-support work are unrelated." + }, + { + "left": "pull_request:53662", + "right": "pull_request:54032", + "accept": false, + "reason": "Grouped chat bubble sizing and himalaya documentation fixes are unrelated." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet, and the conservative rejections fit the evidence. The single accepted near-duplicate pair, #65554 and #68808, is plausibly the same media-support feature line with substantial overlap in files and artifact naming, so that verdict is defensible. No obvious overstatement or mergeability issue stands out." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 2, + "component_count": 124, + "review_unit_index": 16, + "review_unit_count": 46, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-18915-528", + "nodes": [ + "pull_request:37453", + "pull_request:40874", + "pull_request:40877", + "pull_request:50483", + "pull_request:53681", + "pull_request:58992", + "pull_request:62846", + "pull_request:63418", + "pull_request:63629", + "pull_request:63783", + "pull_request:64109", + "pull_request:64322", + "pull_request:64328", + "pull_request:64403", + "pull_request:64518", + "pull_request:64703", + "pull_request:64719", + "pull_request:64720", + "pull_request:64842", + "pull_request:65006", + "pull_request:65575", + "pull_request:65772", + "pull_request:65803", + "pull_request:65856", + "pull_request:66169", + "pull_request:66233", + "pull_request:66271", + "pull_request:66275", + "pull_request:66304", + "pull_request:66413", + "pull_request:66537", + "pull_request:66761", + "pull_request:66777", + "pull_request:66824", + "pull_request:67007", + "pull_request:67208", + "pull_request:67326", + "pull_request:67365", + "pull_request:67693", + "pull_request:67816", + "pull_request:67959", + "pull_request:68005", + "pull_request:68121", + "pull_request:68242", + "pull_request:68286", + "pull_request:68339", + "pull_request:68803", + "pull_request:68837" + ], + "soft_pairs": [ + "pull_request:40877|pull_request:50483", + "pull_request:66275|pull_request:67326", + "pull_request:63783|pull_request:64322", + "pull_request:53681|pull_request:65006", + "pull_request:66233|pull_request:66537", + "pull_request:66761|pull_request:66777", + "pull_request:65006|pull_request:68005", + "pull_request:66169|pull_request:66271", + "pull_request:65856|pull_request:68339", + "pull_request:37453|pull_request:67365", + "pull_request:67007|pull_request:67693", + "pull_request:63418|pull_request:65772", + "pull_request:64403|pull_request:67208", + "pull_request:63629|pull_request:68242", + "pull_request:68286|pull_request:68803", + "pull_request:40874|pull_request:50483", + "pull_request:64109|pull_request:64403", + "pull_request:64703|pull_request:68837", + "pull_request:66304|pull_request:67959", + "pull_request:64842|pull_request:65575", + "pull_request:64719|pull_request:64720", + "pull_request:68121|pull_request:68837", + "pull_request:66824|pull_request:67816", + "pull_request:62846|pull_request:64328", + "pull_request:58992|pull_request:64518", + "pull_request:65803|pull_request:66413" + ], + "prepared_review_unit_hash": "a0435824b2d0f7be981694a22a434608ba7eea8416b5070f1028b66e65a9ef74", + "component_budget": { + "node_count": 528, + "item_count": 528, + "soft_pair_count": 1438, + "serialized_chars": 1672259, + "estimated_input_tokens": 418065, + "estimated_eval_tokens": 836386 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 26, + "serialized_chars": 108040, + "estimated_input_tokens": 27010, + "estimated_eval_tokens": 54276 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "No soft-edge pair looks like a true duplicate/change-equivalent match. The closest pair is the incomplete-turn recovery work, but it still splits a broad refactor from a separate bug fix.", + "confidence": 0.86, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": null, + "best_pr_reason": "PR 66233 is the best cluster anchor because it is the broadest and earliest PR in the only related thread (incomplete-turn recovery), and it shares the core run.ts code path with the nearby fix PRs.", + "soft_edge_verdicts": [ + { + "left": "pull_request:40877", + "right": "pull_request:50483", + "accept": false, + "reason": "Main-thread warning cleanup in iOS gateway code vs chat streaming/session-flow layout stabilization; unrelated changes." + }, + { + "left": "pull_request:66275", + "right": "pull_request:67326", + "accept": false, + "reason": "Custom-provider model catalog inclusion vs image runtime header/auth handling; both concern models, but not the same bug or code path." + }, + { + "left": "pull_request:63783", + "right": "pull_request:64322", + "accept": false, + "reason": "Image-attachment preservation in webchat vs ACP session-key isolation for Discord threads; different problems and domains." + }, + { + "left": "pull_request:53681", + "right": "pull_request:65006", + "accept": false, + "reason": "Video generation infrastructure vs agent context-injection control; both touch agent/runtime plumbing but are distinct changes." + }, + { + "left": "pull_request:66233", + "right": "pull_request:66537", + "accept": false, + "reason": "Both touch incomplete-turn handling, but 66233 is a provider-hook refactor and 66537 is a specific silent-final-answer-loss fix; different concrete fixes and not one mergeable PR." + }, + { + "left": "pull_request:66761", + "right": "pull_request:66777", + "accept": false, + "reason": "Guarding provider.models shape vs honoring allowPrivateNetwork precedence; separate regression fixes." + }, + { + "left": "pull_request:65006", + "right": "pull_request:68005", + "accept": false, + "reason": "Context-injection mode for bootstrap files vs hiding duplicate config section headers; no shared underlying bug." + }, + { + "left": "pull_request:66169", + "right": "pull_request:66271", + "accept": false, + "reason": "iMessage attributed echo normalization vs Control UI chat flicker on reload; different code paths and symptoms." + }, + { + "left": "pull_request:65856", + "right": "pull_request:68339", + "accept": false, + "reason": "Onboarding scopes for video-only providers vs NVIDIA NIM onboarding/auth docs; unrelated provider onboarding changes." + }, + { + "left": "pull_request:37453", + "right": "pull_request:67365", + "accept": false, + "reason": "Documentation link/redirect wording fix vs onboarding trim-crash guard; unrelated." + }, + { + "left": "pull_request:67007", + "right": "pull_request:67693", + "accept": false, + "reason": "Channel/meta formatting hardening vs blank option-label prompt crash; both are robustness fixes but not the same issue." + }, + { + "left": "pull_request:63418", + "right": "pull_request:65772", + "accept": false, + "reason": "Session settings thinking default vs nodes list/status fallback alignment; different UI/CLI behaviors." + }, + { + "left": "pull_request:64403", + "right": "pull_request:67208", + "accept": false, + "reason": "CLI registry command preference vs memory-wiki bridge import routing; separate command-dispatch problems." + }, + { + "left": "pull_request:63629", + "right": "pull_request:68242", + "accept": false, + "reason": "Doctor warnings for session isolation risks vs WhatsApp auto-reply delivery logging; not the same bug." + }, + { + "left": "pull_request:68286", + "right": "pull_request:68803", + "accept": false, + "reason": "Memory hybrid search scores vs planning scaffold repo metadata; unrelated." + }, + { + "left": "pull_request:40874", + "right": "pull_request:50483", + "accept": false, + "reason": "Large iOS Liquid Glass/Dynamic Island feature vs chat streaming layout/session-flow fix; different scope and code paths." + }, + { + "left": "pull_request:64109", + "right": "pull_request:64403", + "accept": false, + "reason": "QA lab completion-cache install crash vs plugin CLI metadata preference; unrelated regressions." + }, + { + "left": "pull_request:64703", + "right": "pull_request:68837", + "accept": false, + "reason": "Config value scientific-notation parsing vs active-memory agent list normalization; different input-validation issues." + }, + { + "left": "pull_request:66304", + "right": "pull_request:67959", + "accept": false, + "reason": "Exec approvals timeout/error messaging vs parallelized channel status probes; not the same underlying behavior." + }, + { + "left": "pull_request:64842", + "right": "pull_request:65575", + "accept": false, + "reason": "TUI stale streaming state vs chat live-region announcements; both about streaming UX but distinct mechanisms." + }, + { + "left": "pull_request:64719", + "right": "pull_request:64720", + "accept": false, + "reason": "Tool authorization hardening vs external-content protection on channel bodies; both security-related, but different code paths." + }, + { + "left": "pull_request:68121", + "right": "pull_request:68837", + "accept": false, + "reason": "Memory capability public-artifact preservation vs active-memory config normalization; different plugin state bugs." + }, + { + "left": "pull_request:66824", + "right": "pull_request:67816", + "accept": false, + "reason": "Channel-resolved auth seam vs WhatsApp setup/heartbeat/timeout handling; broad infra changes with different targets." + }, + { + "left": "pull_request:62846", + "right": "pull_request:64328", + "accept": false, + "reason": "Speech-provider runtime registration defaulting vs QQ bot audio MediaType handling; unrelated runtime integrations." + }, + { + "left": "pull_request:58992", + "right": "pull_request:64518", + "accept": false, + "reason": "Isolated-agent delivery target cleanup vs clearing model/provider overrides on /new and /reset; different session state issues." + }, + { + "left": "pull_request:65803", + "right": "pull_request:66413", + "accept": false, + "reason": "Provider auth marker handling for Codex CLI vs extracting the last non-empty stdout line for exec secret refs; separate secrets/auth fixes." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 2, + "component_count": 124, + "review_unit_index": 17, + "review_unit_count": 46, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-18915-528", + "nodes": [ + "pull_request:33237", + "pull_request:53528", + "pull_request:54032", + "pull_request:62008", + "pull_request:63418", + "pull_request:63547", + "pull_request:63557", + "pull_request:63596", + "pull_request:63629", + "pull_request:63807", + "pull_request:63906", + "pull_request:64301", + "pull_request:64573", + "pull_request:65006", + "pull_request:65575", + "pull_request:65736", + "pull_request:66007", + "pull_request:66110", + "pull_request:66160", + "pull_request:66275", + "pull_request:66304", + "pull_request:66364", + "pull_request:66425", + "pull_request:66824", + "pull_request:66976", + "pull_request:67155", + "pull_request:67268", + "pull_request:67346", + "pull_request:67354", + "pull_request:67380", + "pull_request:67589", + "pull_request:67639", + "pull_request:67647", + "pull_request:67677", + "pull_request:67818", + "pull_request:67921", + "pull_request:67982", + "pull_request:68158", + "pull_request:68242", + "pull_request:68339", + "pull_request:68460", + "pull_request:68669", + "pull_request:68681", + "pull_request:68717", + "pull_request:68803", + "pull_request:68807", + "pull_request:68819", + "pull_request:68843" + ], + "soft_pairs": [ + "pull_request:63557|pull_request:66110", + "pull_request:66364|pull_request:68669", + "pull_request:67268|pull_request:68843", + "pull_request:66160|pull_request:66275", + "pull_request:67818|pull_request:67921", + "pull_request:67677|pull_request:68717", + "pull_request:67639|pull_request:67647", + "pull_request:65575|pull_request:68158", + "pull_request:63547|pull_request:64301", + "pull_request:63557|pull_request:66007", + "pull_request:66824|pull_request:68339", + "pull_request:63906|pull_request:67346", + "pull_request:33237|pull_request:54032", + "pull_request:63547|pull_request:68242", + "pull_request:53528|pull_request:68803", + "pull_request:63418|pull_request:65736", + "pull_request:67380|pull_request:67589", + "pull_request:63629|pull_request:68681", + "pull_request:62008|pull_request:68807", + "pull_request:66425|pull_request:68460", + "pull_request:65006|pull_request:67354", + "pull_request:63807|pull_request:67155", + "pull_request:63557|pull_request:63596", + "pull_request:64573|pull_request:68819", + "pull_request:66304|pull_request:67982", + "pull_request:66364|pull_request:66976" + ], + "prepared_review_unit_hash": "5589e410c6d645190acf04ce2ec3d32494c78c4ff98ae055d7d3ef204f413154", + "component_budget": { + "node_count": 528, + "item_count": 528, + "soft_pair_count": 1438, + "serialized_chars": 1672259, + "estimated_input_tokens": 418065, + "estimated_eval_tokens": 836386 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 26, + "serialized_chars": 111603, + "estimated_input_tokens": 27901, + "estimated_eval_tokens": 56058 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This cluster is mostly superficially similar gateway/agent/UI PRs, but the soft pairs do not describe the same underlying bug or change. None of the candidate pairs should be merged as duplicates.", + "confidence": 0.79, + "canonical_issue_reason": null, + "canonical_pr_reason": "No PR in this set is a true duplicate target; if forced to pick a representative, #63557 is the most central gateway-instrumentation PR in the soft-similarity graph, but it still does not subsume the others.", + "best_issue_reason": null, + "best_pr_reason": "#63557 is the most connected and broadly scoped PR here, so it is the best loose representative for the cluster, but only as a triage anchor\u2014not as a duplicate merge target.", + "soft_edge_verdicts": [ + { + "left": "pull_request:63557", + "right": "pull_request:66110", + "accept": false, + "reason": "Both touch gateway logging, but one adds tool audit logs and the other adds root log-file overrides; different fixes and code paths." + }, + { + "left": "pull_request:66364", + "right": "pull_request:68669", + "accept": false, + "reason": "One ships a runtime sidecar; the other dedupes browser cleanup in subagent lifecycle. Different subsystems and problems." + }, + { + "left": "pull_request:67268", + "right": "pull_request:68843", + "accept": false, + "reason": "Recovered auto-fallback cleanup and stale-session detection are related to session recovery, but they fix different failure modes." + }, + { + "left": "pull_request:66160", + "right": "pull_request:66275", + "accept": false, + "reason": "One is Litellm onboarding base-URL handling; the other is custom-provider model catalog inclusion. Not the same change." + }, + { + "left": "pull_request:67818", + "right": "pull_request:67921", + "accept": false, + "reason": "WhatsApp QR login preflight/result codes and non-blocking channel startup are unrelated fixes despite both touching WhatsApp/gateway infrastructure." + }, + { + "left": "pull_request:67677", + "right": "pull_request:68717", + "accept": false, + "reason": "Single-job cron lookup and default failure alerts address different cron behaviors and could not plausibly be one PR." + }, + { + "left": "pull_request:67639", + "right": "pull_request:67647", + "accept": false, + "reason": "One preserves memory probe source config; the other fixes compact token summary context. Same area, different bugs." + }, + { + "left": "pull_request:65575", + "right": "pull_request:68158", + "accept": false, + "reason": "Both affect chat UI behavior, but one pauses announcements during streaming while the other hardens follow-scroll state." + }, + { + "left": "pull_request:63547", + "right": "pull_request:64301", + "accept": false, + "reason": "Tool-policy rule logging and tool-name normalization are distinct tool-call behaviors, not one concrete bug." + }, + { + "left": "pull_request:63557", + "right": "pull_request:66007", + "accept": false, + "reason": "Gateway tool audit logging is unrelated to Exa secretRef support; they only share a broad gateway/platform umbrella." + }, + { + "left": "pull_request:66824", + "right": "pull_request:68339", + "accept": false, + "reason": "Core channel-resolved auth seam work is unrelated to NVIDIA onboarding and NIM endpoint docs." + }, + { + "left": "pull_request:63906", + "right": "pull_request:67346", + "accept": false, + "reason": "WSL native ELF pnpm execution and Windows shell quoting are different process-launch bugs." + }, + { + "left": "pull_request:33237", + "right": "pull_request:54032", + "accept": false, + "reason": "Bundled skills-dir validation and himalaya command/documentation argument order are unrelated changes." + }, + { + "left": "pull_request:63547", + "right": "pull_request:68242", + "accept": false, + "reason": "Both mention logging, but one logs matched policy rules and the other logs WhatsApp delivery errors; different code paths and behavior." + }, + { + "left": "pull_request:53528", + "right": "pull_request:68803", + "accept": false, + "reason": "Cron store watching and planning scaffold add-on are unrelated repository features." + }, + { + "left": "pull_request:63418", + "right": "pull_request:65736", + "accept": false, + "reason": "Session settings thinking-default display and exec approvals state-dir handling do not fix the same bug." + }, + { + "left": "pull_request:67380", + "right": "pull_request:67589", + "accept": false, + "reason": "Bundled channel entry validation logging and config-reload path filtering are separate gateway maintenance changes." + }, + { + "left": "pull_request:63629", + "right": "pull_request:68681", + "accept": false, + "reason": "Ambiguous session isolation warnings and dreaming cleanup scope warnings are different diagnostic fixes." + }, + { + "left": "pull_request:62008", + "right": "pull_request:68807", + "accept": false, + "reason": "Audio multipart/filename handling and Codex approval elicitations are unrelated transport/UX changes." + }, + { + "left": "pull_request:66425", + "right": "pull_request:68460", + "accept": false, + "reason": "AstraFlow and Tencent provider plugins are separate provider additions, not duplicate implementations." + }, + { + "left": "pull_request:65006", + "right": "pull_request:67354", + "accept": false, + "reason": "Context-injection control and Telegram session-label formatting are unrelated agent/extension fixes." + }, + { + "left": "pull_request:63807", + "right": "pull_request:67155", + "accept": false, + "reason": "Gateway restart confirmation UI and Sessions hide-system toggle are different control-ui features." + }, + { + "left": "pull_request:63557", + "right": "pull_request:63596", + "accept": false, + "reason": "Shared gateway boundaries/tests do not make these the same change: audit logging versus outbound message send semantics." + }, + { + "left": "pull_request:64573", + "right": "pull_request:68819", + "accept": false, + "reason": "Chrome spawn env DISPLAY fallback and Windows .cmd shim resolution are different platform-process fixes." + }, + { + "left": "pull_request:66304", + "right": "pull_request:67982", + "accept": false, + "reason": "Cron timeout/error messaging and approval reply clarification address different stale/error conditions." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 2, + "component_count": 124, + "review_unit_index": 18, + "review_unit_count": 46, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-18915-528", + "nodes": [ + "pull_request:37422", + "pull_request:53312", + "pull_request:53369", + "pull_request:59935", + "pull_request:63418", + "pull_request:63521", + "pull_request:63547", + "pull_request:63636", + "pull_request:64328", + "pull_request:64573", + "pull_request:64718", + "pull_request:64720", + "pull_request:64782", + "pull_request:65006", + "pull_request:65016", + "pull_request:65622", + "pull_request:65803", + "pull_request:65856", + "pull_request:66041", + "pull_request:66110", + "pull_request:66152", + "pull_request:66160", + "pull_request:66169", + "pull_request:66395", + "pull_request:66583", + "pull_request:66754", + "pull_request:66761", + "pull_request:66808", + "pull_request:66918", + "pull_request:67036", + "pull_request:67155", + "pull_request:67276", + "pull_request:67365", + "pull_request:67443", + "pull_request:67569", + "pull_request:67693", + "pull_request:67830", + "pull_request:67948", + "pull_request:67982", + "pull_request:68107", + "pull_request:68286", + "pull_request:68384", + "pull_request:68444", + "pull_request:68463", + "pull_request:68612", + "pull_request:68692", + "pull_request:68816", + "pull_request:68843" + ], + "soft_pairs": [ + "pull_request:66754|pull_request:66761", + "pull_request:37422|pull_request:53312", + "pull_request:66808|pull_request:67948", + "pull_request:64328|pull_request:65803", + "pull_request:65006|pull_request:67365", + "pull_request:67830|pull_request:68612", + "pull_request:67365|pull_request:67693", + "pull_request:64782|pull_request:66395", + "pull_request:64718|pull_request:64720", + "pull_request:59935|pull_request:64573", + "pull_request:67276|pull_request:67982", + "pull_request:63547|pull_request:68692", + "pull_request:63418|pull_request:67569", + "pull_request:66160|pull_request:68463", + "pull_request:67036|pull_request:67155", + "pull_request:63636|pull_request:65622", + "pull_request:66152|pull_request:66583", + "pull_request:65016|pull_request:66169", + "pull_request:63418|pull_request:64718", + "pull_request:63521|pull_request:65016", + "pull_request:68107|pull_request:68444", + "pull_request:66041|pull_request:67443", + "pull_request:65006|pull_request:68286", + "pull_request:65856|pull_request:68816", + "pull_request:66110|pull_request:68384", + "pull_request:66918|pull_request:68843", + "pull_request:53369|pull_request:66041" + ], + "prepared_review_unit_hash": "bb13fdf11eb1482a398f26010421cc2024348cc29568c262f885b61b2a3b5bb8", + "component_budget": { + "node_count": 528, + "item_count": 528, + "soft_pair_count": 1438, + "serialized_chars": 1672259, + "estimated_input_tokens": 418065, + "estimated_eval_tokens": 836386 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 27, + "serialized_chars": 111492, + "estimated_input_tokens": 27873, + "estimated_eval_tokens": 56002 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This cluster is broad and heterogeneous: most items are unrelated feature additions or bug fixes across different subsystems. The soft edges are mostly superficial topical overlaps (providers, compaction, sessions, docs) rather than the same concrete change, so they should be rejected.", + "confidence": 0.97, + "canonical_issue_reason": null, + "canonical_pr_reason": "No single PR is a safe canonical target; the set spans unrelated provider, UI, security, logging, and channel changes rather than one underlying fix.", + "best_issue_reason": null, + "best_pr_reason": "No PR here is a strong global dedupe anchor because none represents the same underlying change as the others; picking one would be arbitrary.", + "soft_edge_verdicts": [ + { + "left": "pull_request:66754", + "right": "pull_request:66761", + "accept": false, + "reason": "Different bugs in different code paths: docs-link path guarding vs provider.models shape handling." + }, + { + "left": "pull_request:37422", + "right": "pull_request:53312", + "accept": false, + "reason": "Both add provider support, but for different providers and different onboarding/runtime flows." + }, + { + "left": "pull_request:66808", + "right": "pull_request:67948", + "accept": false, + "reason": "ZeroEntropy embeddings and Abliteration provider onboarding are unrelated provider additions." + }, + { + "left": "pull_request:64328", + "right": "pull_request:65803", + "accept": false, + "reason": "qqbot voice attachment typing and Codex CLI auth marker handling are separate fixes in different subsystems." + }, + { + "left": "pull_request:65006", + "right": "pull_request:67365", + "accept": false, + "reason": "Context injection disabling and provider-id guarding are unrelated changes; no shared code-path bug." + }, + { + "left": "pull_request:67830", + "right": "pull_request:68612", + "accept": false, + "reason": "Compaction notices and WhatsApp typing indicators address different behavior in different modules." + }, + { + "left": "pull_request:67365", + "right": "pull_request:67693", + "accept": false, + "reason": "Provider registry diagnostics and blank-label setup prompt handling are different onboarding issues." + }, + { + "left": "pull_request:64782", + "right": "pull_request:66395", + "accept": false, + "reason": "Codex chat history import restoration and refresh-during-turn handling are distinct gateway/UI behaviors." + }, + { + "left": "pull_request:64718", + "right": "pull_request:64720", + "accept": false, + "reason": "Exec permission defaults for non-owners and external content protection for channel bodies solve different security problems." + }, + { + "left": "pull_request:59935", + "right": "pull_request:64573", + "accept": false, + "reason": "Nix PATH support and Chrome DISPLAY fallback are separate environment-spawn fixes." + }, + { + "left": "pull_request:67276", + "right": "pull_request:67982", + "accept": false, + "reason": "Edit-mismatch guidance and stale approval reply wording are unrelated user-facing fixes." + }, + { + "left": "pull_request:63547", + "right": "pull_request:68692", + "accept": false, + "reason": "Tool-policy logging and governance docs are entirely unrelated changes." + }, + { + "left": "pull_request:63636", + "right": "pull_request:65622", + "accept": false, + "reason": "Malformed token estimation guarding and preflight compaction reevaluation are different compaction bugs." + }, + { + "left": "pull_request:66152", + "right": "pull_request:66583", + "accept": false, + "reason": "Dreaming config schema and dreaming.model override are related broadly, but not the same concrete change." + }, + { + "left": "pull_request:66041", + "right": "pull_request:67443", + "accept": false, + "reason": "Telegram ack-reaction scope and model-context resolution are unrelated features." + }, + { + "left": "pull_request:65016", + "right": "pull_request:66169", + "accept": false, + "reason": "NO_REPLY token cleanup and imessage attributed echo normalization fix different text-handling paths." + }, + { + "left": "pull_request:63418", + "right": "pull_request:64718", + "accept": false, + "reason": "Session thinking defaults and exec-deny defaults are separate auto-reply/session behaviors." + }, + { + "left": "pull_request:63521", + "right": "pull_request:65016", + "accept": false, + "reason": "Both touch reply text tokens, but they fix different mechanisms: streaming directive truncation vs cron announce no-reply handling." + }, + { + "left": "pull_request:68107", + "right": "pull_request:68444", + "accept": false, + "reason": "Feishu reasoningLevel handling and mention auto-forwarding are different channel behaviors." + }, + { + "left": "pull_request:65006", + "right": "pull_request:68286", + "accept": false, + "reason": "Bootstrap context injection control and hybrid-search score exposure are unrelated agent features." + }, + { + "left": "pull_request:65856", + "right": "pull_request:68816", + "accept": false, + "reason": "Onboarding scopes for runway/alibaba and Moonshot K2.6 thinking params are unrelated provider changes." + }, + { + "left": "pull_request:66110", + "right": "pull_request:68384", + "accept": false, + "reason": "Log-file override support and noisy exec stdout rejection address different command/runtime areas." + }, + { + "left": "pull_request:66918", + "right": "pull_request:68843", + "accept": false, + "reason": "Stale Discord approval clicks and stale ACP binding cwd handling are different stale-state bugs." + }, + { + "left": "pull_request:53369", + "right": "pull_request:66041", + "accept": false, + "reason": "WhatsApp native mentions and Telegram ack-reaction behavior are different channel-specific features." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 2, + "component_count": 124, + "review_unit_index": 19, + "review_unit_count": 46, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-18915-528", + "nodes": [ + "pull_request:33237", + "pull_request:37422", + "pull_request:37453", + "pull_request:53312", + "pull_request:53865", + "pull_request:63596", + "pull_request:63629", + "pull_request:64124", + "pull_request:64301", + "pull_request:64623", + "pull_request:64782", + "pull_request:64907", + "pull_request:65006", + "pull_request:65398", + "pull_request:65622", + "pull_request:65772", + "pull_request:65855", + "pull_request:65856", + "pull_request:66063", + "pull_request:66110", + "pull_request:66221", + "pull_request:66233", + "pull_request:66305", + "pull_request:66537", + "pull_request:66819", + "pull_request:66824", + "pull_request:67080", + "pull_request:67304", + "pull_request:67354", + "pull_request:67380", + "pull_request:67669", + "pull_request:67677", + "pull_request:67820", + "pull_request:67959", + "pull_request:67981", + "pull_request:68158", + "pull_request:68298", + "pull_request:68424", + "pull_request:68460", + "pull_request:68560", + "pull_request:68573", + "pull_request:68698", + "pull_request:68699", + "pull_request:68717", + "pull_request:68807", + "pull_request:68808", + "pull_request:68813" + ], + "soft_pairs": [ + "pull_request:64623|pull_request:65855", + "pull_request:65772|pull_request:67677", + "pull_request:66824|pull_request:67820", + "pull_request:64907|pull_request:66819", + "pull_request:37453|pull_request:67354", + "pull_request:68573|pull_request:68807", + "pull_request:65856|pull_request:68813", + "pull_request:66063|pull_request:68717", + "pull_request:68698|pull_request:68699", + "pull_request:64301|pull_request:68560", + "pull_request:65006|pull_request:67304", + "pull_request:53865|pull_request:68460", + "pull_request:63629|pull_request:68158", + "pull_request:67080|pull_request:68424", + "pull_request:33237|pull_request:67380", + "pull_request:63596|pull_request:63629", + "pull_request:65622|pull_request:68298", + "pull_request:37422|pull_request:53865", + "pull_request:64124|pull_request:66221", + "pull_request:67669|pull_request:68808", + "pull_request:66537|pull_request:68807", + "pull_request:67959|pull_request:67981", + "pull_request:66233|pull_request:66305", + "pull_request:53312|pull_request:68460", + "pull_request:64782|pull_request:67981", + "pull_request:65398|pull_request:66110" + ], + "prepared_review_unit_hash": "1cd61a1ff8e10ad183d21f8d3b99f43f6a1409cf4cd22b78c7a946728870e6ac", + "component_budget": { + "node_count": 528, + "item_count": 528, + "soft_pair_count": 1438, + "serialized_chars": 1672259, + "estimated_input_tokens": 418065, + "estimated_eval_tokens": 836386 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 26, + "serialized_chars": 110531, + "estimated_input_tokens": 27633, + "estimated_eval_tokens": 55522 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This cluster is heterogeneous: the PRs span unrelated provider additions, cron fixes, CLI/UI changes, and documentation updates. I don\u2019t see a true duplicate nucleus, so all soft-edge candidates should be rejected.", + "confidence": 0.97, + "canonical_issue_reason": null, + "canonical_pr_reason": "No single canonical PR: the items cover unrelated bugs/features across different subsystems, so there isn\u2019t one change that the others duplicate.", + "best_issue_reason": null, + "best_pr_reason": "No globally best PR for deduplication here; the set does not share one underlying bug or change, so any single PR would be arbitrary.", + "soft_edge_verdicts": [ + { + "left": "pull_request:64623", + "right": "pull_request:65855", + "accept": false, + "reason": "Unrelated: npm manifest packaging for qa/scenarios vs qqbot/synology-chat guardrail updates." + }, + { + "left": "pull_request:65772", + "right": "pull_request:67677", + "accept": false, + "reason": "Different fixes: nodes status fallback behavior vs adding cron get-by-id inspection." + }, + { + "left": "pull_request:66824", + "right": "pull_request:67820", + "accept": false, + "reason": "Both touch auth/WhatsApp-adjacent areas, but they fix different code paths and are not the same change." + }, + { + "left": "pull_request:64907", + "right": "pull_request:66819", + "accept": false, + "reason": "Both concern turn/result handling, but one adds a plugin hook and the other unwraps Claude JSON output." + }, + { + "left": "pull_request:37453", + "right": "pull_request:67354", + "accept": false, + "reason": "Docs-only edits for different channels and different wording; not the same bug or change." + }, + { + "left": "pull_request:68573", + "right": "pull_request:68807", + "accept": false, + "reason": "Webhook secret re-resolution is unrelated to Codex approval elicitations." + }, + { + "left": "pull_request:65856", + "right": "pull_request:68813", + "accept": false, + "reason": "Different provider/config work: onboardingScopes for video providers vs comfy provider validation." + }, + { + "left": "pull_request:66063", + "right": "pull_request:68717", + "accept": false, + "reason": "Same cron subsystem, but one guards missing state on startup and the other changes failure-alert defaults." + }, + { + "left": "pull_request:68698", + "right": "pull_request:68699", + "accept": false, + "reason": "Inbound dedupe handling and LM Studio cooldown pruning are separate mechanisms." + }, + { + "left": "pull_request:64301", + "right": "pull_request:68560", + "accept": false, + "reason": "Malformed tool-name normalization is unrelated to stripping base64 from persisted tool results." + }, + { + "left": "pull_request:65006", + "right": "pull_request:67304", + "accept": false, + "reason": "Context-injection control and JITI fsCache env support address different runtime concerns." + }, + { + "left": "pull_request:53865", + "right": "pull_request:68460", + "accept": false, + "reason": "Both add providers, but Lemonade and Tencent are distinct providers with different implementation surfaces." + }, + { + "left": "pull_request:63629", + "right": "pull_request:68158", + "accept": false, + "reason": "Ambiguous session isolation warnings vs UI scroll hardening are unrelated changes." + }, + { + "left": "pull_request:67080", + "right": "pull_request:68424", + "accept": false, + "reason": "Manifest route-load narrowing is unrelated to web-search SecretRef compatibility fixes." + }, + { + "left": "pull_request:33237", + "right": "pull_request:67380", + "accept": false, + "reason": "Bundled skills dir validation and bundled channel entry error logging solve different loader problems." + }, + { + "left": "pull_request:63596", + "right": "pull_request:63629", + "accept": false, + "reason": "Outbound message send semantics and doctor/session isolation warnings are separate gateway/diagnostic changes." + }, + { + "left": "pull_request:65622", + "right": "pull_request:68298", + "accept": false, + "reason": "Preflight compaction reevaluation and Discord bot-identity fail-closed behavior are unrelated." + }, + { + "left": "pull_request:37422", + "right": "pull_request:53865", + "accept": false, + "reason": "Two different provider integrations; same broad area, but not the same underlying change." + }, + { + "left": "pull_request:64124", + "right": "pull_request:66221", + "accept": false, + "reason": "Boundary-file-read error reporting and WhatsApp assembly refactor are distinct code paths." + }, + { + "left": "pull_request:67669", + "right": "pull_request:68808", + "accept": false, + "reason": "Custom-test CLI command and media-support custom build are unrelated." + }, + { + "left": "pull_request:66537", + "right": "pull_request:68807", + "accept": false, + "reason": "Silent final-answer loss and Codex approval bridging address different agent runtime failures." + }, + { + "left": "pull_request:67959", + "right": "pull_request:67981", + "accept": false, + "reason": "Parallel channel status probes and live channel logout are separate CLI/auth changes." + }, + { + "left": "pull_request:66233", + "right": "pull_request:66305", + "accept": false, + "reason": "Provider-hook incomplete-turn recovery and model-catalog caching are unrelated." + }, + { + "left": "pull_request:53312", + "right": "pull_request:68460", + "accept": false, + "reason": "HPC-AI provider support and Tencent provider support are distinct additions." + }, + { + "left": "pull_request:64782", + "right": "pull_request:67981", + "accept": false, + "reason": "Codex chat history import recovery and channel logout behavior are unrelated." + }, + { + "left": "pull_request:65398", + "right": "pull_request:66110", + "accept": false, + "reason": "Feishu group-policy registration and root log-file overrides fix different subsystems." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 2, + "component_count": 124, + 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typing-reaction targeting are different channel-specific bugs." + }, + { + "left": "pull_request:67447", + "right": "pull_request:67783", + "accept": false, + "reason": "Agent context default changes and Feishu typing-reaction targeting are unrelated." + }, + { + "left": "pull_request:68612", + "right": "pull_request:68698", + "accept": false, + "reason": "Both touch auto-reply flow, but one is typing feedback timing and the other is inbound dedupe cleanup; not the same concrete bug." + }, + { + "left": "pull_request:66824", + "right": "pull_request:68612", + "accept": false, + "reason": "Command-auth seam refactor and WhatsApp typing behavior are unrelated code paths." + }, + { + "left": "pull_request:67304", + "right": "pull_request:67733", + "accept": false, + "reason": "Jiti cache configuration and undefined-trim guards are unrelated fixes." + }, + { + "left": "pull_request:65731", + "right": "pull_request:67872", + "accept": false, + "reason": "Both are Slack message-handler 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}, + { + "left": "pull_request:62846", + "right": "pull_request:65800", + "accept": false, + "reason": "Speech-provider runtime registration and runtime plugin loading for wiki commands are different issues." + }, + { + "left": "pull_request:64109", + "right": "pull_request:66364", + "accept": false, + "reason": "Completion-cache install crash and shipping a subagent-registry sidecar are unrelated." + }, + { + "left": "pull_request:66808", + "right": "pull_request:68693", + "accept": false, + "reason": "Duplicate of a docs-only pair? still not a same-change match: feature PR vs documentation update." + }, + { + "left": "pull_request:66918", + "right": "pull_request:67276", + "accept": false, + "reason": "Same answer as above: stale approval clicks vs edit warning wording are not the same bug." + }, + { + "left": "pull_request:63521", + "right": "pull_request:65575", + "accept": false, + "reason": "Streaming incomplete-message fix and pausing chat announcements are distinct UI/streaming 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"evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 2, + "component_count": 124, + "review_unit_index": 22, + "review_unit_count": 46, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-18915-528", + "nodes": [ + "pull_request:33237", + "pull_request:36420", + "pull_request:50998", + "pull_request:53681", + "pull_request:53841", + "pull_request:53904", + "pull_request:62008", + "pull_request:62894", + "pull_request:63406", + "pull_request:63547", + "pull_request:63636", + "pull_request:64066", + "pull_request:64123", + "pull_request:64301", + "pull_request:64335", + "pull_request:64344", + "pull_request:64527", + "pull_request:64703", + "pull_request:64719", + "pull_request:64811", + "pull_request:64907", + "pull_request:65003", + 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+ { + "left": "pull_request:63547", + "right": "pull_request:64719", + "accept": false, + "reason": "Tool-policy logging vs denying dangerous tools are different changes; not the same underlying fix." + }, + { + "left": "pull_request:68005", + "right": "pull_request:68286", + "accept": false, + "reason": "UI section-header rendering and memory hybrid search result fields are unrelated." + }, + { + "left": "pull_request:63406", + "right": "pull_request:65957", + "accept": false, + "reason": "Gateway restart continuation persistence is separate from preserving relay context in heartbeat handling." + }, + { + "left": "pull_request:66321", + "right": "pull_request:66329", + "accept": false, + "reason": "MacOS health-state handling and Discord config skill checks are unrelated." + }, + { + "left": "pull_request:66233", + "right": "pull_request:67848", + "accept": false, + "reason": "Provider-hook incomplete-turn recovery and OpenAI auth-picker labels do not fix the same code-path problem." + }, + { + "left": "pull_request:64301", + "right": "pull_request:67842", + "accept": false, + "reason": "Malformed tool-name recovery is unrelated to user-facing message-tool descriptions." + }, + { + "left": "pull_request:62894", + "right": "pull_request:64335", + "accept": false, + "reason": "Slack channel-ID matching and ZAI API-key rotation are unrelated." + }, + { + "left": "pull_request:64907", + "right": "pull_request:66233", + "accept": false, + "reason": "Both touch plugin/provider plumbing, but one adds a hook and the other moves incomplete-turn recovery behind hooks; not mergeable as one PR." + }, + { + "left": "pull_request:63636", + "right": "pull_request:65003", + "accept": false, + "reason": "Token-estimation guards and cron persisted-state normalization are unrelated fixes." + }, + { + "left": "pull_request:64123", + "right": "pull_request:66547", + "accept": false, + "reason": "Browser snapshot fallback behavior and reply threading logic are different areas with different failure modes." + }, + { + "left": "pull_request:67080", + "right": "pull_request:67326", + "accept": false, + "reason": "Plugin route-load narrowing and image runtime headers are unrelated." + }, + { + "left": "pull_request:68384", + "right": "pull_request:68573", + "accept": false, + "reason": "Noisy exec stdout rejection and webhook SecretRef re-resolution are separate secret/runtime behaviors." + }, + { + "left": "pull_request:64527", + "right": "pull_request:67208", + "accept": false, + "reason": "Gateway pairing close-frame behavior and memory-wiki CLI RPC routing are unrelated." + }, + { + "left": "pull_request:53681", + "right": "pull_request:68286", + "accept": false, + "reason": "Video-generation infrastructure and memory hybrid-score exposure are unrelated features." + }, + { + "left": "pull_request:36420", + "right": "pull_request:67304", + "accept": false, + "reason": "Tool-param alias normalization and JITI cache configuration are unrelated." + }, + { + "left": "pull_request:65606", + "right": "pull_request:68843", + "accept": false, + "reason": "QQBot session-timeout recovery and stale ACP bound-session handling are different session-lifecycle problems." + }, + { + "left": "pull_request:65957", + "right": "pull_request:68597", + "accept": false, + "reason": "Heartbeat relay context preservation and memory symlink-escape blocking are unrelated." + }, + { + "left": "pull_request:65609", + "right": "pull_request:68843", + "accept": false, + "reason": "Shared CI test unblock and stale-session handling are not the same underlying bug." + }, + { + "left": "pull_request:64703", + "right": "pull_request:67328", + "accept": false, + "reason": "Config-value parsing and meta.lastTouchedAt schema coercion are different code paths." + }, + { + "left": "pull_request:62008", + "right": "pull_request:65609", + "accept": false, + "reason": "Audio multipart filename handling and target-resolver CI test changes are unrelated." + }, + { + "left": "pull_request:68573", + "right": "pull_request:68597", + "accept": false, + "reason": "Webhook secret rotation and memory read-file symlink escape protection are unrelated." + }, + { + "left": "pull_request:64344", + "right": "pull_request:65833", + "accept": false, + "reason": "Secrets audit migration guidance and adding an Exa secret target are different secret-management changes." + }, + { + "left": "pull_request:50998", + "right": "pull_request:53841", + "accept": false, + "reason": "iOS permission prompts and Google provider migration shape preservation are unrelated." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 2, + "component_count": 124, + "review_unit_index": 23, + "review_unit_count": 46, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-18915-528", + "nodes": [ + "pull_request:40874", + "pull_request:40877", + "pull_request:49131", + "pull_request:50483", + "pull_request:50998", + "pull_request:53312", + "pull_request:53850", + "pull_request:53865", + "pull_request:62489", + "pull_request:63636", + "pull_request:64066", + "pull_request:64301", + "pull_request:64316", + "pull_request:64328", + "pull_request:64403", + "pull_request:64559", + "pull_request:64650", + "pull_request:64657", + "pull_request:64736", + "pull_request:64842", + "pull_request:64868", + "pull_request:64907", + "pull_request:65006", + "pull_request:65398", + "pull_request:66007", + "pull_request:66041", + "pull_request:66067", + "pull_request:66081", + "pull_request:66184", + "pull_request:66233", + "pull_request:66337", + "pull_request:66395", + "pull_request:66537", + "pull_request:66754", + "pull_request:66755", + "pull_request:66761", + "pull_request:66770", + "pull_request:67080", + "pull_request:67706", + "pull_request:67818", + "pull_request:68060", + "pull_request:68244", + "pull_request:68444", + "pull_request:68498", + "pull_request:68612", + "pull_request:68698", + "pull_request:68844" + ], + "soft_pairs": [ + "pull_request:64650|pull_request:64657", + "pull_request:49131|pull_request:50483", + "pull_request:40877|pull_request:49131", + "pull_request:63636|pull_request:66233", + "pull_request:64328|pull_request:66041", + "pull_request:49131|pull_request:50998", + "pull_request:62489|pull_request:64066", + "pull_request:66755|pull_request:66761", + "pull_request:53850|pull_request:65006", + "pull_request:64403|pull_request:64736", + "pull_request:66067|pull_request:68844", + "pull_request:40874|pull_request:49131", + "pull_request:66754|pull_request:66770", + "pull_request:53312|pull_request:53865", + "pull_request:64907|pull_request:67818", + "pull_request:64868|pull_request:65398", + "pull_request:66081|pull_request:66537", + "pull_request:64316|pull_request:67706", + "pull_request:66184|pull_request:68444", + "pull_request:66337|pull_request:67080", + "pull_request:66007|pull_request:68498", + "pull_request:64842|pull_request:66395", + "pull_request:64301|pull_request:68060", + "pull_request:66041|pull_request:68612", + "pull_request:64559|pull_request:68698", + "pull_request:64301|pull_request:68244" + ], + "prepared_review_unit_hash": "f4f6ee167b196b967c3c141d37cfe1948293344be0801fba6b0a2e6e3426fcfb", + "component_budget": { + "node_count": 528, + "item_count": 528, + "soft_pair_count": 1438, + "serialized_chars": 1672259, + "estimated_input_tokens": 418065, + "estimated_eval_tokens": 836386 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 26, + "serialized_chars": 110268, + "estimated_input_tokens": 27567, + "estimated_eval_tokens": 55390 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "The cluster is a heterogeneous mix of unrelated PRs across iOS UI, agent runtime, channel plugins, docs, and small bug fixes. The soft edges are mostly broad thematic similarities, not the same concrete bug or change, so none should be merged as duplicates.", + "confidence": 0.97, + "canonical_issue_reason": null, + "canonical_pr_reason": "No single PR is a safe canonical representative: the items span many unrelated subsystems and the overlaps are only superficial (same broad area, similar wording, or shared docs/tests).", + "best_issue_reason": null, + "best_pr_reason": "No PR is a strong global canonical choice for this cluster because there is no single underlying fix/change tying the set together.", + "soft_edge_verdicts": [ + { + "left": "pull_request:64650", + "right": "pull_request:64657", + "accept": false, + "reason": "Both are messaging/channel-related, but one is Telegram topic prompts and the other is Slack thread routing; different channels and different bugs." + }, + { + "left": "pull_request:49131", + "right": "pull_request:50483", + "accept": false, + "reason": "Placeholder voice-note transcripts and chat-streaming layout/session flow are unrelated changes." + }, + { + "left": "pull_request:40877", + "right": "pull_request:49131", + "accept": false, + "reason": "Main-thread CLLocationManager/SFSpeechRecognizer warnings are unrelated to silent voice-note transcription behavior." + }, + { + "left": "pull_request:63636", + "right": "pull_request:66233", + "accept": false, + "reason": "Token-estimation guarding and provider-hook-based incomplete-turn recovery are different agent pipeline problems." + }, + { + "left": "pull_request:64328", + "right": "pull_request:66041", + "accept": false, + "reason": "QQ bot voice-attachment media typing and Telegram ack-reaction behavior are unrelated channel fixes." + }, + { + "left": "pull_request:49131", + "right": "pull_request:50998", + "accept": false, + "reason": "Voice-note placeholder transcripts and calendar/contacts permission prompt restoration do not share the same code path." + }, + { + "left": "pull_request:62489", + "right": "pull_request:64066", + "accept": false, + "reason": "Both add channel extensions, but WeCom and Roam are separate features with no common underlying bug." + }, + { + "left": "pull_request:66755", + "right": "pull_request:66761", + "accept": false, + "reason": "Silent NO_REPLY detection in reasoning-wrapped text and provider.models guarding are unrelated robustness fixes." + }, + { + "left": "pull_request:53850", + "right": "pull_request:65006", + "accept": false, + "reason": "Status-display thinkingDefault merging and bootstrap context-injection settings are different agent configuration changes." + }, + { + "left": "pull_request:64403", + "right": "pull_request:64736", + "accept": false, + "reason": "CLI metadata loading and slash autocomplete are adjacent UI/CLI concerns, but not the same concrete defect." + }, + { + "left": "pull_request:66067", + "right": "pull_request:68844", + "accept": false, + "reason": "Both touch text chunking/formatting, but one preserves thinking separators and the other changes newline-mode packing semantics." + }, + { + "left": "pull_request:40874", + "right": "pull_request:49131", + "accept": false, + "reason": "iOS Liquid Glass/Dynamic Island UI work is unrelated to voice-note transcript placeholders." + }, + { + "left": "pull_request:66754", + "right": "pull_request:66770", + "accept": false, + "reason": "Undefined docs-link guarding and plugin message_sent messageId exposure are unrelated fixes." + }, + { + "left": "pull_request:53312", + "right": "pull_request:53865", + "accept": false, + "reason": "Both add bundled providers, but for different providers and different integration surfaces." + }, + { + "left": "pull_request:64907", + "right": "pull_request:67818", + "accept": false, + "reason": "Canonical tool-result hooks and WhatsApp QR login preflight/result codes are unrelated plugin/runtime changes." + }, + { + "left": "pull_request:64868", + "right": "pull_request:65398", + "accept": false, + "reason": "Provider-based pre-tool-call guardrails and Feishu groupPolicy registration are different domains." + }, + { + "left": "pull_request:66081", + "right": "pull_request:66537", + "accept": false, + "reason": "Codex output-last-message parsing and silent final-answer loss recovery are different behaviors and code paths." + }, + { + "left": "pull_request:64316", + "right": "pull_request:67706", + "accept": false, + "reason": "Session-reset MCP runtime cleanup and compaction-event emission during recovery are separate lifecycle fixes." + }, + { + "left": "pull_request:66184", + "right": "pull_request:68444", + "accept": false, + "reason": "Conversational reply-flattening reduction and Feishu mention auto-forwarding are unrelated message-processing changes." + }, + { + "left": "pull_request:66337", + "right": "pull_request:67080", + "accept": false, + "reason": "Startup warmup using provider hooks and gateway route-load narrowing are unrelated plugin-loading optimizations." + }, + { + "left": "pull_request:66007", + "right": "pull_request:68498", + "accept": false, + "reason": "Exa secretRef support and Matrix SDK import-path pinning are unrelated maintenance changes." + }, + { + "left": "pull_request:64842", + "right": "pull_request:66395", + "accept": false, + "reason": "TUI stale streaming status and Slack refresh-during-active-turn behavior are different UI/state management issues." + }, + { + "left": "pull_request:64301", + "right": "pull_request:68060", + "accept": false, + "reason": "Tool-name normalization and memory smart extraction are unrelated agent features." + }, + { + "left": "pull_request:66041", + "right": "pull_request:68612", + "accept": false, + "reason": "Telegram ack reactions and WhatsApp typing-indicator timing are unrelated chat-channel behaviors." + }, + { + "left": "pull_request:64559", + "right": "pull_request:68698", + "accept": false, + "reason": "Emitting message_received hooks and committing inbound dedupe are related to inbound handling, but they fix different stages of the flow." + }, + { + "left": "pull_request:66761", + "right": "pull_request:66770", + "accept": false, + "reason": "Provider.models shape guards and message_sent messageId exposure are unrelated plugin SDK fixes." + }, + { + "left": "pull_request:64301", + "right": "pull_request:68244", + "accept": false, + "reason": "Malformed tool-name normalization and adding a new file are entirely unrelated." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 2, + "component_count": 124, + "review_unit_index": 24, + "review_unit_count": 46, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-18915-528", + "nodes": [ + "pull_request:36050", + "pull_request:37050", + "pull_request:41809", + "pull_request:49131", + "pull_request:50483", + "pull_request:51011", + "pull_request:53360", + "pull_request:53369", + "pull_request:53715", + "pull_request:53841", + "pull_request:53850", + "pull_request:62008", + "pull_request:62846", + "pull_request:62894", + "pull_request:63615", + "pull_request:63636", + "pull_request:64650", + "pull_request:64720", + "pull_request:65006", + "pull_request:65016", + "pull_request:65606", + "pull_request:65800", + "pull_request:65979", + "pull_request:66007", + "pull_request:66156", + "pull_request:66169", + "pull_request:66233", + "pull_request:66277", + "pull_request:66364", + "pull_request:66447", + "pull_request:66537", + "pull_request:66547", + "pull_request:66583", + "pull_request:66910", + "pull_request:67276", + "pull_request:67326", + "pull_request:67380", + "pull_request:67569", + "pull_request:67660", + "pull_request:67677", + "pull_request:67892", + "pull_request:67894", + "pull_request:68339", + "pull_request:68366", + "pull_request:68444", + "pull_request:68514", + "pull_request:68612" + ], + "soft_pairs": [ + "pull_request:65016|pull_request:67677", + "pull_request:63636|pull_request:68612", + "pull_request:41809|pull_request:66583", + "pull_request:64650|pull_request:64720", + "pull_request:65979|pull_request:67894", + "pull_request:65606|pull_request:68514", + "pull_request:62894|pull_request:67276", + "pull_request:49131|pull_request:53841", + "pull_request:65800|pull_request:67569", + "pull_request:66156|pull_request:66169", + "pull_request:67660|pull_request:68366", + "pull_request:65016|pull_request:68444", + "pull_request:36050|pull_request:67380", + "pull_request:62008|pull_request:67326", + "pull_request:37050|pull_request:53715", + "pull_request:62846|pull_request:67569", + "pull_request:67276|pull_request:67677", + "pull_request:53369|pull_request:63615", + "pull_request:66277|pull_request:66547", + "pull_request:65006|pull_request:68514", + "pull_request:66233|pull_request:66447", + "pull_request:50483|pull_request:51011", + "pull_request:63636|pull_request:66537", + "pull_request:66007|pull_request:68339", + "pull_request:66364|pull_request:67892", + "pull_request:65800|pull_request:66277", + "pull_request:53360|pull_request:53850", + "pull_request:64650|pull_request:66910" + ], + "prepared_review_unit_hash": "1ccd93719a155e8c98519bf90ecc4587a50057536eb4463e413155d26cc59785", + "component_budget": { + "node_count": 528, + "item_count": 528, + "soft_pair_count": 1438, + "serialized_chars": 1672259, + "estimated_input_tokens": 418065, + "estimated_eval_tokens": 836386 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 28, + "serialized_chars": 106563, + "estimated_input_tokens": 26641, + "estimated_eval_tokens": 53538 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This cluster is not a 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"reason": "Silent voice-note placeholders and Google provider shape migration are unrelated changes." + }, + { + "left": "pull_request:65800", + "right": "pull_request:67569", + "accept": false, + "reason": "Wiki command runtime loading and gateway model-catalog cache population are different concerns." + }, + { + "left": "pull_request:66156", + "right": "pull_request:66169", + "accept": false, + "reason": "System-event history leak handling and iMessage attributed-echo normalization are separate issues." + }, + { + "left": "pull_request:67660", + "right": "pull_request:68366", + "accept": false, + "reason": "Windows OAuth launch behavior and Gemini CLI --yolo tool exposure are unrelated." + }, + { + "left": "pull_request:65016", + "right": "pull_request:68444", + "accept": false, + "reason": "Cron announce no-reply handling does not overlap with Feishu mention-forwarding behavior." + }, + { + "left": "pull_request:36050", + "right": "pull_request:67380", + "accept": false, + "reason": "Empty legacy param trimming and bundled-entry load diagnostics are different bug fixes." + }, + { + "left": "pull_request:62008", + "right": "pull_request:67326", + "accept": false, + "reason": "Audio multipart filename preservation and image runtime headers are unrelated media-path fixes." + }, + { + "left": "pull_request:37050", + "right": "pull_request:53715", + "accept": false, + "reason": "Telegram media-caption HTML fallback is unrelated to message-tool schema optionality." + }, + { + "left": "pull_request:62846", + "right": "pull_request:67569", + "accept": false, + "reason": "Enabling speech plugins by default and gateway model-catalog caching are unrelated changes." + }, + { + "left": "pull_request:67276", + "right": "pull_request:67677", + "accept": false, + "reason": "Edit mismatch guidance and cron get-path inspection solve different user problems." + }, + { + "left": "pull_request:53369", + "right": "pull_request:63615", + "accept": false, + "reason": "Both touch WhatsApp, but outbound @mentions and inbound sender/reply logging are different features." + }, + { + "left": "pull_request:66277", + "right": "pull_request:66547", + "accept": false, + "reason": "Bundled channel-load guarding and reply threading behavior are unrelated code paths." + }, + { + "left": "pull_request:65006", + "right": "pull_request:68514", + "accept": false, + "reason": "Disabling bootstrap injection and Feishu URL boundary handling do not share a bug or fix." + }, + { + "left": "pull_request:66233", + "right": "pull_request:66447", + "accept": false, + "reason": "Provider-hook incomplete-turn recovery and transcript replay synthetic repair aliases are different replay problems." + }, + { + "left": "pull_request:50483", + "right": "pull_request:51011", + "accept": false, + "reason": "iOS chat streaming/session flow and privacy/access settings are unrelated UI changes." + }, + { + "left": "pull_request:53360", + "right": "pull_request:53850", + "accept": false, + "reason": "A server upgrade helper/token env var PR is unrelated to session-status thinkingDefault display." + }, + { + "left": "pull_request:66007", + "right": "pull_request:68339", + "accept": false, + "reason": "Exa secretRef support and NVIDIA onboarding/NIM docs are not the same change." + }, + { + "left": "pull_request:66364", + "right": "pull_request:67892", + "accept": false, + "reason": "Shipping a runtime sidecar and explaining missing bundled deps are different build/loader fixes." + }, + { + "left": "pull_request:65800", + "right": "pull_request:66277", + "accept": false, + "reason": "Wiki command plugin loading and bundled channel guard logic are unrelated." + }, + { + "left": "pull_request:64650", + "right": "pull_request:66910", + "accept": false, + "reason": "Telegram channel prompts and early receive-hook media exposure are different features." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 2, + "component_count": 124, + "review_unit_index": 25, + "review_unit_count": 46, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-18915-528", + "nodes": [ + "pull_request:36504", + "pull_request:53360", + "pull_request:53367", + "pull_request:53528", + "pull_request:62417", + "pull_request:62895", + "pull_request:63418", + "pull_request:63636", + "pull_request:63906", + "pull_request:64123", + "pull_request:64718", + "pull_request:64736", + "pull_request:64842", + "pull_request:65575", + "pull_request:65670", + "pull_request:65800", + "pull_request:65969", + "pull_request:66007", + "pull_request:66023", + "pull_request:66062", + "pull_request:66067", + "pull_request:66098", + "pull_request:66168", + "pull_request:66221", + "pull_request:66233", + "pull_request:66337", + "pull_request:66594", + "pull_request:66754", + "pull_request:66777", + "pull_request:66808", + "pull_request:67036", + "pull_request:67080", + "pull_request:67137", + "pull_request:67276", + "pull_request:67290", + "pull_request:67360", + "pull_request:67443", + "pull_request:67601", + "pull_request:67669", + "pull_request:67706", + "pull_request:67820", + "pull_request:67894", + "pull_request:67948", + "pull_request:67981", + "pull_request:68063", + "pull_request:68136", + "pull_request:68298", + "pull_request:68681" + ], + "soft_pairs": [ + "pull_request:62895|pull_request:67443", + "pull_request:65575|pull_request:67036", + "pull_request:66023|pull_request:68063", + "pull_request:63636|pull_request:67137", + "pull_request:66337|pull_request:68298", + "pull_request:53367|pull_request:53528", + "pull_request:65800|pull_request:66221", + "pull_request:66233|pull_request:67706", + "pull_request:53360|pull_request:67360", + "pull_request:66098|pull_request:67290", + "pull_request:66062|pull_request:67820", + "pull_request:67276|pull_request:68136", + "pull_request:63906|pull_request:67894", + "pull_request:65800|pull_request:67080", + "pull_request:65800|pull_request:66337", + "pull_request:66067|pull_request:66098", + "pull_request:36504|pull_request:65670", + "pull_request:66754|pull_request:66777", + "pull_request:63418|pull_request:64736", + "pull_request:66007|pull_request:66808", + "pull_request:64842|pull_request:66594", + "pull_request:67669|pull_request:67948", + "pull_request:67820|pull_request:67981", + "pull_request:66221|pull_request:67601", + "pull_request:67981|pull_request:68681", + "pull_request:65800|pull_request:65969", + "pull_request:64123|pull_request:64718", + "pull_request:62417|pull_request:66168" + ], + "prepared_review_unit_hash": "9b029a762c33f97fb2f594568ff5f304649d9679358a54b15280f43b641bce83", + "component_budget": { + "node_count": 528, + "item_count": 528, + "soft_pair_count": 1438, + "serialized_chars": 1672259, + "estimated_input_tokens": 418065, + "estimated_eval_tokens": 836386 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 28, + "serialized_chars": 115219, + "estimated_input_tokens": 28805, + "estimated_eval_tokens": 57866 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This cluster is a grab-bag of unrelated open PRs across agents, gateway, UI, plugins, and tooling. The soft-similarity pairs share broad subsystems or wording, but not the same underlying bug/change, so I reject all soft edges and do not treat any item as a duplicate target.", + "confidence": 0.96, + "canonical_issue_reason": null, + "canonical_pr_reason": "No single canonical PR: the items span distinct features and fixes with no accepted duplicate chain connecting them.", + "best_issue_reason": null, + "best_pr_reason": "No best PR: even the closest pairs fix different code paths, so none is a safe representative for a duplicate cluster.", + "soft_edge_verdicts": [ + { + "left": "pull_request:62895", + "right": "pull_request:67443", + "accept": false, + "reason": "Both touch status/model-related code, but one preserves config context in deep status while the other shares model resolution and activation defaults; different bugs." + }, + { + "left": "pull_request:65575", + "right": "pull_request:67036", + "accept": false, + "reason": "Both are chat UI changes, but one pauses live announcements during streaming and the other filters leaked transcript rows; separate user-visible issues." + }, + { + "left": "pull_request:66023", + "right": "pull_request:68063", + "accept": false, + "reason": "Custom cron job IDs and ACP conversation-id normalization are unrelated changes despite both involving job/session plumbing." + }, + { + "left": "pull_request:63636", + "right": "pull_request:67137", + "accept": false, + "reason": "Token-estimation guarding in compaction and trim-error handling in channel setup are different failure modes in different subsystems." + }, + { + "left": "pull_request:66337", + "right": "pull_request:68298", + "accept": false, + "reason": "Startup warmup provider hooks and Discord bot-identity fail-closed logic are not the same code-path problem." + }, + { + "left": "pull_request:53367", + "right": "pull_request:53528", + "accept": false, + "reason": "One invalidates stale auth-profile snapshots; the other watches jobs.json for external changes. Similar cache theme, different stores and triggers." + }, + { + "left": "pull_request:65800", + "right": "pull_request:66221", + "accept": false, + "reason": "Wiki-command plugin loading and WhatsApp plugin assembly centralization are unrelated refactors in different extension surfaces." + }, + { + "left": "pull_request:66233", + "right": "pull_request:67706", + "accept": false, + "reason": "Both concern embedded-run recovery behavior, but one moves incomplete-turn recovery behind provider hooks while the other emits compaction events during overflow/timeout recovery." + }, + { + "left": "pull_request:53360", + "right": "pull_request:67360", + "accept": false, + "reason": "An env-var/upgrade helper script and a Telegram config-read bug are entirely unrelated." + }, + { + "left": "pull_request:66098", + "right": "pull_request:67290", + "accept": false, + "reason": "Chat defaults behavior and duplicate usage-page header removal are separate UI concerns with no shared underlying bug." + }, + { + "left": "pull_request:66062", + "right": "pull_request:67820", + "accept": false, + "reason": "Windows task parsing and WhatsApp QR/runtime-warning preservation are unrelated code paths." + }, + { + "left": "pull_request:67276", + "right": "pull_request:68136", + "accept": false, + "reason": "Tool-warning wording for edit mismatches and sink-level log redaction address different problems in different layers." + }, + { + "left": "pull_request:63906", + "right": "pull_request:67894", + "accept": false, + "reason": "WSL native ELF execution handling and optional bundled-runtime-dep repair behavior are different installation/runtime issues." + }, + { + "left": "pull_request:65800", + "right": "pull_request:67080", + "accept": false, + "reason": "Both mention plugin loading, but one is about wiki commands and the other narrows gateway route loads from manifests; not the same fix." + }, + { + "left": "pull_request:65800", + "right": "pull_request:66337", + "accept": false, + "reason": "Wiki command runtime plugin loading and startup warmup provider hooks are unrelated gateway behaviors." + }, + { + "left": "pull_request:66067", + "right": "pull_request:66098", + "accept": false, + "reason": "Thinking-fragment spacing in TUI formatter and effective chat defaults in web UI are separate chat-layer changes." + }, + { + "left": "pull_request:36504", + "right": "pull_request:65670", + "accept": false, + "reason": "Fallback when system.run.prepare is unavailable and keeping vite-plus companion bin on PATH are unrelated tooling fixes." + }, + { + "left": "pull_request:66754", + "right": "pull_request:66777", + "accept": false, + "reason": "Undefined-path guarding in terminal docs links and allowPrivateNetwork precedence for transcription providers do not share an underlying bug." + }, + { + "left": "pull_request:63418", + "right": "pull_request:64736", + "accept": false, + "reason": "Session settings default display and slash autocomplete command-catalog loading are different UI features, not one duplicate issue." + }, + { + "left": "pull_request:66007", + "right": "pull_request:66808", + "accept": false, + "reason": "SecretRef support for exa web search keys and ZeroEntropy embedding support are both provider-related, but they change different integrations." + }, + { + "left": "pull_request:64842", + "right": "pull_request:66594", + "accept": false, + "reason": "Stale streaming-status cleanup and registering chat runs on agent start are related to run lifecycle but fix different symptoms and code paths." + }, + { + "left": "pull_request:67669", + "right": "pull_request:67948", + "accept": false, + "reason": "Adding a custom-test CLI command and adding a new provider are separate feature PRs with no duplicate relationship." + }, + { + "left": "pull_request:67820", + "right": "pull_request:67981", + "accept": false, + "reason": "WhatsApp QR/runtime warning preservation and preferred live channel logout are different WhatsApp/CLI behaviors." + }, + { + "left": "pull_request:66221", + "right": "pull_request:67601", + "accept": false, + "reason": "Centralizing WhatsApp plugin assembly and stopping memory-core dreaming from promoting transport metadata are unrelated changes." + }, + { + "left": "pull_request:67981", + "right": "pull_request:68681", + "accept": false, + "reason": "Live channel logout preference and suppressing dreaming cleanup scope warnings are distinct fixes in different flows." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 2, + "component_count": 124, + "review_unit_index": 26, + "review_unit_count": 46, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-18915-528", + "nodes": [ + "pull_request:33237", + "pull_request:36050", + "pull_request:37422", + "pull_request:37507", + "pull_request:53681", + "pull_request:62895", + "pull_request:63338", + "pull_request:63636", + "pull_request:64316", + "pull_request:65006", + "pull_request:65622", + "pull_request:65772", + "pull_request:65833", + "pull_request:66063", + "pull_request:66081", + "pull_request:66169", + "pull_request:66214", + "pull_request:66275", + "pull_request:66322", + "pull_request:66329", + "pull_request:66364", + "pull_request:66425", + "pull_request:66715", + "pull_request:66742", + "pull_request:66754", + "pull_request:66755", + "pull_request:66777", + "pull_request:66889", + "pull_request:66910", + "pull_request:66943", + "pull_request:67036", + "pull_request:67080", + "pull_request:67535", + "pull_request:67589", + "pull_request:67601", + "pull_request:67647", + "pull_request:67650", + "pull_request:67664", + "pull_request:67693", + "pull_request:67982", + "pull_request:68136", + "pull_request:68444", + "pull_request:68460", + "pull_request:68498", + "pull_request:68597", + "pull_request:68685", + "pull_request:68813", + "pull_request:68844" + ], + "soft_pairs": [ + "pull_request:65772|pull_request:66081", + "pull_request:65622|pull_request:68136", + "pull_request:37422|pull_request:66425", + "pull_request:66755|pull_request:66777", + "pull_request:66081|pull_request:66910", + "pull_request:63636|pull_request:66063", + "pull_request:67535|pull_request:67650", + "pull_request:33237|pull_request:36050", + "pull_request:64316|pull_request:67982", + "pull_request:62895|pull_request:68597", + "pull_request:66275|pull_request:66715", + "pull_request:66322|pull_request:68844", + "pull_request:66742|pull_request:67693", + "pull_request:66364|pull_request:68498", + "pull_request:66169|pull_request:68444", + "pull_request:66943|pull_request:68460", + "pull_request:67647|pull_request:67664", + "pull_request:66889|pull_request:68136", + "pull_request:68685|pull_request:68813", + "pull_request:65833|pull_request:67080", + "pull_request:66754|pull_request:66755", + "pull_request:37507|pull_request:66214", + "pull_request:67036|pull_request:67601", + "pull_request:65006|pull_request:67589", + "pull_request:36050|pull_request:53681", + "pull_request:63338|pull_request:66329" + ], + "prepared_review_unit_hash": "cff39430e7e970e5d436389f341ca1ef177dd5e0ae99e9b0bdde76821aa3a21f", + "component_budget": { + "node_count": 528, + "item_count": 528, + "soft_pair_count": 1438, + "serialized_chars": 1672259, + "estimated_input_tokens": 418065, + "estimated_eval_tokens": 836386 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 26, + "serialized_chars": 105889, + "estimated_input_tokens": 26473, + "estimated_eval_tokens": 53202 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This cluster is a broad embedding-based mix of unrelated PRs across many subsystems. I don\u2019t see a single underlying bug/change tying the set together, so I would not merge any of the soft edges.", + "confidence": 0.96, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": null, + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "pull_request:65772", + "right": "pull_request:66081", + "accept": false, + "reason": "Different problems: nodes list/status fallback behavior vs Codex CLI JSONL message extraction. No shared code path or mergeable fix." + }, + { + "left": "pull_request:65622", + "right": "pull_request:68136", + "accept": false, + "reason": "Different subsystems and bugs: preflight compaction reevaluation vs logging redaction gate. Similar \u201cfix\u201d framing only." + }, + { + "left": "pull_request:37422", + "right": "pull_request:66425", + "accept": false, + "reason": "Both add provider support, but for different providers and integrations. Not the same change or bug." + }, + { + "left": "pull_request:66755", + "right": "pull_request:66777", + "accept": false, + "reason": "Unrelated logic: silent NO_REPLY detection in auto-reply vs private-network request policy for transcription providers." + }, + { + "left": "pull_request:66081", + "right": "pull_request:66910", + "accept": false, + "reason": "Codex CLI output parsing and inbound media hook exposure are unrelated feature areas with no common bug." + }, + { + "left": "pull_request:63636", + "right": "pull_request:66063", + "accept": false, + "reason": "Compaction token-estimation guard vs cron startup state handling are separate runtime paths and separate failures." + }, + { + "left": "pull_request:67535", + "right": "pull_request:67650", + "accept": false, + "reason": "CLI downgrade copy fix vs Slack docs example update; one is UI text, the other documentation only." + }, + { + "left": "pull_request:33237", + "right": "pull_request:36050", + "accept": false, + "reason": "Skills-dir validation and empty legacy param handling are different bugs in different modules." + }, + { + "left": "pull_request:64316", + "right": "pull_request:67982", + "accept": false, + "reason": "Session reset cleanup in agent runner vs approval error text clarification are unrelated." + }, + { + "left": "pull_request:62895", + "right": "pull_request:68597", + "accept": false, + "reason": "Preserving config context in status deep vs symlink escape blocking in memory_get are distinct memory-related issues, not the same fix." + }, + { + "left": "pull_request:66275", + "right": "pull_request:66715", + "accept": false, + "reason": "Both concern model/provider catalogs, but they add different providers and different catalog behavior." + }, + { + "left": "pull_request:66322", + "right": "pull_request:68844", + "accept": false, + "reason": "Thinking-block spacing and newline-mode chunk packing are separate text-formatting behaviors with different outputs." + }, + { + "left": "pull_request:66742", + "right": "pull_request:67693", + "accept": false, + "reason": "Message_sent hook API export vs blank option labels in setup prompts are unrelated." + }, + { + "left": "pull_request:66364", + "right": "pull_request:68498", + "accept": false, + "reason": "Shipping a runtime sidecar and pinning a matrix-js-sdk import path are different build/runtime concerns." + }, + { + "left": "pull_request:66169", + "right": "pull_request:68444", + "accept": false, + "reason": "Attributed iMessage echo normalization and Feishu mention forwarding are unrelated channel-specific changes." + }, + { + "left": "pull_request:66943", + "right": "pull_request:68460", + "accept": false, + "reason": "Different new providers (SenseAudio vs Tencent) and different code paths; not duplicate work." + }, + { + "left": "pull_request:67647", + "right": "pull_request:67664", + "accept": false, + "reason": "Both mention context tokens, but one fixes summary display and the other persistence of fallback tokens. Different bugs and merge scopes." + }, + { + "left": "pull_request:66889", + "right": "pull_request:68136", + "accept": false, + "reason": "Telegram polling transport fix vs log redaction gate are unrelated." + }, + { + "left": "pull_request:68685", + "right": "pull_request:68813", + "accept": false, + "reason": "Legacy-config migration cleanup and comfy provider validation are separate config issues." + }, + { + "left": "pull_request:65833", + "right": "pull_request:67080", + "accept": false, + "reason": "SecretRef target registration and gateway route-load narrowing are unrelated changes." + }, + { + "left": "pull_request:66754", + "right": "pull_request:66755", + "accept": false, + "reason": "Undefined-path guarding in terminal links and silent NO_REPLY reasoning detection do not touch the same bug." + }, + { + "left": "pull_request:37507", + "right": "pull_request:66214", + "accept": false, + "reason": "Session binding exports vs restoring stringEnum export are different plugin-sdk surface changes." + }, + { + "left": "pull_request:65006", + "right": "pull_request:67589", + "accept": false, + "reason": "Context-injection toggle for bootstrap files and reload timestamp filtering are unrelated behaviors." + }, + { + "left": "pull_request:36050", + "right": "pull_request:53681", + "accept": false, + "reason": "Legacy channel param trimming vs video-generation infrastructure are unrelated features." + }, + { + "left": "pull_request:63338", + "right": "pull_request:66329", + "accept": false, + "reason": "Both touch multi-account config, but for different products and different requirements; not the same underlying bug." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 2, + "component_count": 124, + "review_unit_index": 27, + "review_unit_count": 46, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-18915-528", + "nodes": [ + "pull_request:33237", + "pull_request:36050", + "pull_request:36420", + "pull_request:53681", + "pull_request:53738", + "pull_request:53904", + "pull_request:63633", + "pull_request:63656", + "pull_request:64518", + "pull_request:64718", + "pull_request:64736", + "pull_request:64782", + "pull_request:64842", + "pull_request:65003", + "pull_request:65023", + "pull_request:65330", + "pull_request:65609", + "pull_request:65648", + "pull_request:65969", + "pull_request:66023", + "pull_request:66041", + "pull_request:66098", + "pull_request:66149", + "pull_request:66169", + "pull_request:66184", + "pull_request:66305", + "pull_request:66321", + "pull_request:66329", + "pull_request:66331", + "pull_request:66395", + "pull_request:66526", + "pull_request:66547", + "pull_request:66755", + "pull_request:66770", + "pull_request:66808", + "pull_request:66966", + "pull_request:67037", + "pull_request:67300", + "pull_request:67304", + "pull_request:67443", + "pull_request:67569", + "pull_request:67589", + "pull_request:67693", + "pull_request:67820", + "pull_request:68424", + "pull_request:68498", + "pull_request:68573", + "pull_request:68710" + ], + "soft_pairs": [ + "pull_request:65969|pull_request:68498", + "pull_request:66395|pull_request:68710", + "pull_request:64782|pull_request:64842", + "pull_request:65648|pull_request:68710", + "pull_request:67304|pull_request:67589", + "pull_request:36420|pull_request:53681", + "pull_request:63633|pull_request:66966", + "pull_request:66526|pull_request:66808", + "pull_request:66395|pull_request:67037", + "pull_request:64736|pull_request:66329", + "pull_request:36050|pull_request:53904", + "pull_request:33237|pull_request:36420", + "pull_request:36050|pull_request:53738", + "pull_request:65003|pull_request:67693", + "pull_request:66098|pull_request:67569", + "pull_request:66169|pull_request:66184", + "pull_request:66041|pull_request:66547", + "pull_request:64518|pull_request:65330", + "pull_request:66321|pull_request:67820", + "pull_request:66149|pull_request:66331", + "pull_request:65023|pull_request:68424", + "pull_request:64782|pull_request:66305", + "pull_request:63656|pull_request:66023", + "pull_request:67300|pull_request:68573", + "pull_request:65609|pull_request:68498", + "pull_request:66755|pull_request:66770", + "pull_request:64718|pull_request:67443" + ], + "prepared_review_unit_hash": "b56788dba0a4fd1f97c52d1b0c92fd2b91c4aea41e0853b817f344cc7ffd4945", + "component_budget": { + "node_count": 528, + "item_count": 528, + "soft_pair_count": 1438, + "serialized_chars": 1672259, + "estimated_input_tokens": 418065, + "estimated_eval_tokens": 836386 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 27, + "serialized_chars": 111710, + "estimated_input_tokens": 27928, + "estimated_eval_tokens": 56112 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This cluster is mostly a grab bag of unrelated PRs that only look similar at a high level. I found one plausible duplicate pair around stale model override clearing in /new and /reset; the rest should stay separate.", + "confidence": 0.89, + "canonical_issue_reason": null, + "canonical_pr_reason": "PR 64518 is the broader, more complete representative of the override-reset bug: it explicitly links the issue and clears both model/provider overrides, while 65330 is a narrower follow-up around the same reset path.", + "best_issue_reason": null, + "best_pr_reason": "PR 64518 is the strongest overall representative here because it has the clearest bug framing, the broadest fix in the shared reset flow, and the explicit issue reference.", + "soft_edge_verdicts": [ + { + "left": "pull_request:65969", + "right": "pull_request:68498", + "accept": false, + "reason": "Different features: QR runtime replacement vs Matrix SDK import pinning." + }, + { + "left": "pull_request:66395", + "right": "pull_request:68710", + "accept": false, + "reason": "Different guardrails in different products; both are about access control, but not the same code path or bug." + }, + { + "left": "pull_request:64782", + "right": "pull_request:64842", + "accept": false, + "reason": "Both touch chat/session behavior, but one restores Codex history imports and the other clears stale streaming status; unrelated bugs." + }, + { + "left": "pull_request:65648", + "right": "pull_request:68710", + "accept": false, + "reason": "Mattermost slash-command hardening vs Discord guild guard enforcement; different integrations and failure modes." + }, + { + "left": "pull_request:67304", + "right": "pull_request:67589", + "accept": false, + "reason": "Jiti cache configuration and config reload path filtering are unrelated changes." + }, + { + "left": "pull_request:36420", + "right": "pull_request:53681", + "accept": false, + "reason": "A tiny params-normalization fix vs a large video-generation infrastructure feature; no shared underlying bug." + }, + { + "left": "pull_request:63633", + "right": "pull_request:66966", + "accept": false, + "reason": "Proxy transport support and MCP streamable-http header handling are separate networking fixes." + }, + { + "left": "pull_request:66526", + "right": "pull_request:66808", + "accept": false, + "reason": "KlingAI provider addition and ZeroEntropy embeddings are unrelated feature sets." + }, + { + "left": "pull_request:66395", + "right": "pull_request:67037", + "accept": false, + "reason": "Both mention refresh/reload behavior, but they target different UI flows and different concrete failures." + }, + { + "left": "pull_request:64736", + "right": "pull_request:66329", + "accept": false, + "reason": "Slash autocomplete catalog loading and Discord skill config recognition are unrelated subsystems." + }, + { + "left": "pull_request:36050", + "right": "pull_request:53904", + "accept": false, + "reason": "Legacy channel-target param trimming and doctor-memory warning behavior are unrelated bugs." + }, + { + "left": "pull_request:33237", + "right": "pull_request:36420", + "accept": false, + "reason": "Skills-dir detection and empty-string alias normalization are different path-resolution bugs." + }, + { + "left": "pull_request:36050", + "right": "pull_request:53738", + "accept": false, + "reason": "Channel-target cleanup vs media-tool baseUrl override; no overlap beyond broad infra scope." + }, + { + "left": "pull_request:65003", + "right": "pull_request:67693", + "accept": false, + "reason": "Cron state normalization and blank prompt-label handling are unrelated." + }, + { + "left": "pull_request:66098", + "right": "pull_request:67569", + "accept": false, + "reason": "Effective chat defaults and gateway model-catalog cache population solve different model-selection issues." + }, + { + "left": "pull_request:66169", + "right": "pull_request:66184", + "accept": false, + "reason": "iMessage echo-prefix normalization and conversational reply-flattening are distinct content-processing changes." + }, + { + "left": "pull_request:66041", + "right": "pull_request:66547", + "accept": false, + "reason": "Telegram ack-reaction behavior and reply-threading defaults are unrelated reply-routing changes." + }, + { + "left": "pull_request:64518", + "right": "pull_request:65330", + "accept": true, + "reason": "Both fix stale model override clearing in the /new and /reset session flows; 65330 looks like a narrower edge-case completion of the same bug." + }, + { + "left": "pull_request:66321", + "right": "pull_request:67820", + "accept": false, + "reason": "macOS health-status fallback logic and WhatsApp QR reuse/runtime warnings are unrelated." + }, + { + "left": "pull_request:66149", + "right": "pull_request:66331", + "accept": false, + "reason": "Memory-wiki vault templating and per-agent speech overrides are separate feature additions." + }, + { + "left": "pull_request:65023", + "right": "pull_request:68424", + "accept": false, + "reason": "Google GenAI provider/auth work and web-search SecretRef compatibility are unrelated." + }, + { + "left": "pull_request:64782", + "right": "pull_request:66305", + "accept": false, + "reason": "Codex chat history import and model-catalog empty-cache behavior are different gateway/agent concerns." + }, + { + "left": "pull_request:63656", + "right": "pull_request:66023", + "accept": false, + "reason": "/acp lifecycle handling and custom cron job IDs are unrelated command features." + }, + { + "left": "pull_request:67300", + "right": "pull_request:68573", + "accept": false, + "reason": "Minimax host injection hardening and webhook secret re-resolution are separate security fixes." + }, + { + "left": "pull_request:65609", + "right": "pull_request:68498", + "accept": false, + "reason": "Target-resolver test unblocking and Matrix SDK subpath pinning are unrelated test/build fixes." + }, + { + "left": "pull_request:66755", + "right": "pull_request:66770", + "accept": false, + "reason": "Silent NO_REPLY detection and plugin message_sent payload changes are different hook-level changes." + }, + { + "left": "pull_request:64718", + "right": "pull_request:67443", + "accept": false, + "reason": "Exec-approval defaults for non-owners and model-resolution/session-activation defaults are unrelated policy changes." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet and stays conservative. The one accepted soft-edge pair, pull_request:64518 vs pull_request:65330, is supported by the titles/diffs as the same /new and /reset override-clearing bug, with 64518 clearly broader because it clears both model and provider overrides and has the explicit issue link. The remaining pairwise rejections are generally cautious and do not overstate mergeability." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 2, + "component_count": 124, + "review_unit_index": 28, + "review_unit_count": 46, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-18915-528", + "nodes": [ + "pull_request:36420", + "pull_request:53528", + "pull_request:53841", + "pull_request:53904", + "pull_request:62846", + "pull_request:62894", + "pull_request:62895", + "pull_request:63596", + "pull_request:64328", + "pull_request:64736", + "pull_request:64811", + "pull_request:64842", + "pull_request:65262", + "pull_request:65398", + "pull_request:65648", + "pull_request:65772", + "pull_request:65833", + "pull_request:65855", + "pull_request:66023", + "pull_request:66041", + "pull_request:66110", + "pull_request:66305", + "pull_request:66337", + "pull_request:66594", + "pull_request:66673", + "pull_request:66709", + "pull_request:66715", + "pull_request:66753", + "pull_request:66754", + "pull_request:66819", + "pull_request:66889", + "pull_request:66910", + "pull_request:66966", + "pull_request:67037", + "pull_request:67326", + "pull_request:67569", + "pull_request:67589", + "pull_request:67660", + "pull_request:67665", + "pull_request:67669", + "pull_request:67788", + "pull_request:67892", + "pull_request:67894", + "pull_request:68107", + "pull_request:68416", + "pull_request:68460", + "pull_request:68498", + "pull_request:68612" + ], + "soft_pairs": [ + "pull_request:66889|pull_request:66910", + "pull_request:65262|pull_request:67788", + "pull_request:64842|pull_request:67037", + "pull_request:62846|pull_request:68416", + "pull_request:66305|pull_request:68612", + "pull_request:66337|pull_request:66709", + "pull_request:66594|pull_request:67569", + "pull_request:66889|pull_request:67660", + "pull_request:67892|pull_request:68498", + "pull_request:65648|pull_request:66966", + "pull_request:65772|pull_request:66110", + "pull_request:63596|pull_request:66819", + "pull_request:66041|pull_request:68107", + "pull_request:53841|pull_request:62895", + "pull_request:64811|pull_request:68460", + "pull_request:64328|pull_request:67665", + "pull_request:66673|pull_request:67894", + "pull_request:36420|pull_request:53904", + "pull_request:67326|pull_request:67669", + "pull_request:64736|pull_request:66715", + "pull_request:66753|pull_request:66754", + "pull_request:65833|pull_request:65855", + "pull_request:66023|pull_request:67669", + "pull_request:53528|pull_request:67589", + "pull_request:62894|pull_request:65398" + ], + "prepared_review_unit_hash": "e4c2935376e2694c519243e8957e45e242f78f061af6785a2e51fa79069b1d00", + "component_budget": { + "node_count": 528, + "item_count": 528, + "soft_pair_count": 1438, + "serialized_chars": 1672259, + "estimated_input_tokens": 418065, + "estimated_eval_tokens": 836386 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 25, + "serialized_chars": 106142, + "estimated_input_tokens": 26536, + "estimated_eval_tokens": 53328 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This is a highly heterogeneous cluster of unrelated PRs across many subsystems. The soft edges mostly share only broad themes, filenames like CHANGELOG/docs, or generic verbs like \"fix\"/\"preserve\" rather than the same concrete bug or change, so none should be merged as duplicates.", + "confidence": 0.99, + "canonical_issue_reason": null, + "canonical_pr_reason": "No single PR cleanly represents this cluster as a duplicate group; the items are too unrelated. If forced to pick one anchor, 66594 is the most concrete standalone runtime bug fix with an explicit issue link.", + "best_issue_reason": null, + "best_pr_reason": "66594 is the strongest standalone PR here: it has a clear runtime behavior change, explicit issue linkage, and a concrete code-path fix. It is not a duplicate of the others, but it is the best representative if one must be chosen.", + "soft_edge_verdicts": [ + { + "left": "pull_request:66889", + "right": "pull_request:66910", + "accept": false, + "reason": "Telegram HTTP/2 polling transport vs early receive-hook media exposure are unrelated fixes in different layers." + }, + { + "left": "pull_request:65262", + "right": "pull_request:67788", + "accept": false, + "reason": "Clarifying CLI slash command semantics is unrelated to improving top-level CLI help and gateway guidance." + }, + { + "left": "pull_request:64842", + "right": "pull_request:67037", + "accept": false, + "reason": "Both touch chat lifecycle/UI state, but one fixes stale TUI streaming status and the other skips session reloads during active chat; different bugs and code paths." + }, + { + "left": "pull_request:62846", + "right": "pull_request:68416", + "accept": false, + "reason": "Adding default speech-provider plugin registration is unrelated to adaptive thinking/model compatibility for Claude 4.7+." + }, + { + "left": "pull_request:66305", + "right": "pull_request:68612", + "accept": false, + "reason": "Briefly caching empty model catalogs and starting WhatsApp typing are unrelated behaviors." + }, + { + "left": "pull_request:66337", + "right": "pull_request:66709", + "accept": false, + "reason": "Startup warmup provider-hook behavior and opencode-go glm-5.1 catalog support do not fix the same underlying problem." + }, + { + "left": "pull_request:66594", + "right": "pull_request:67569", + "accept": false, + "reason": "Both involve gateway/model infrastructure, but one fixes chat-run registration and warmup hooks while the other populates a context-window cache; not the same bug." + }, + { + "left": "pull_request:66889", + "right": "pull_request:67660", + "accept": false, + "reason": "Telegram polling transport and MS Teams OAuth URL handling are unrelated; shared changelog presence is incidental." + }, + { + "left": "pull_request:67892", + "right": "pull_request:68498", + "accept": false, + "reason": "Explaining missing bundled runtime deps is unrelated to pinning a Matrix SDK import subpath." + }, + { + "left": "pull_request:65648", + "right": "pull_request:66966", + "accept": false, + "reason": "Mattermost slash callback hardening and MCP streamable-http Accept header handling are separate transport concerns." + }, + { + "left": "pull_request:65772", + "right": "pull_request:66110", + "accept": false, + "reason": "Nodes list/status fallback logic and root log-file overrides are unrelated CLI behaviors." + }, + { + "left": "pull_request:63596", + "right": "pull_request:66819", + "accept": false, + "reason": "Outbound message send semantics and nested Claude JSON unwrapping are different fixes in different parsing/output paths." + }, + { + "left": "pull_request:66041", + "right": "pull_request:68107", + "accept": false, + "reason": "Telegram ack-reaction scope handling and Feishu reasoning-level rendering are unrelated channel-specific fixes." + }, + { + "left": "pull_request:53841", + "right": "pull_request:62895", + "accept": false, + "reason": "Google provider migration shape preservation and memory-search config context preservation are unrelated despite both being compatibility-style fixes." + }, + { + "left": "pull_request:64811", + "right": "pull_request:68460", + "accept": false, + "reason": "Bluesky and Tencent are separate provider additions; this is not one duplicate change." + }, + { + "left": "pull_request:64328", + "right": "pull_request:67665", + "accept": false, + "reason": "QQbot voice media typing and Discord prefixed conversation-id normalization fix different code paths and bugs." + }, + { + "left": "pull_request:66673", + "right": "pull_request:67894", + "accept": false, + "reason": "Adding a doctor probe for memory-core and fixing optional bundled runtime deps are separate doctor-related changes, not the same defect." + }, + { + "left": "pull_request:36420", + "right": "pull_request:53904", + "accept": false, + "reason": "Tool-parameter alias normalization and Ollama memory-search warning suppression are unrelated." + }, + { + "left": "pull_request:67326", + "right": "pull_request:67669", + "accept": false, + "reason": "Image runtime header handling and a custom models CLI subcommand are unrelated changes." + }, + { + "left": "pull_request:64736", + "right": "pull_request:66715", + "accept": false, + "reason": "Loading runtime command catalog for autocomplete and adding opencode-go minimax catalog support do not address the same bug." + }, + { + "left": "pull_request:66753", + "right": "pull_request:66754", + "accept": false, + "reason": "Corepack-aware pre-commit hook execution and guarding formatDocsLink against undefined input are unrelated." + }, + { + "left": "pull_request:65833", + "right": "pull_request:65855", + "accept": false, + "reason": "Adding an Exa SecretRef target and updating guardrails/labeler for qqbot/synology-chat are different maintenance tasks." + }, + { + "left": "pull_request:66023", + "right": "pull_request:67669", + "accept": false, + "reason": "Custom cron job IDs and a models custom-test subcommand are separate CLI feature additions." + }, + { + "left": "pull_request:53528", + "right": "pull_request:67589", + "accept": false, + "reason": "Cron store file watching and gateway config reload path filtering are unrelated reload/watch mechanisms." + }, + { + "left": "pull_request:62894", + "right": "pull_request:65398", + "accept": false, + "reason": "Slack channel-ID case-insensitive matching and Feishu groupPolicy registration fixes are unrelated channel-specific behaviors." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 2, + "component_count": 124, + "review_unit_index": 29, + "review_unit_count": 46, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-18915-528", + "nodes": [ + "pull_request:37573", + "pull_request:49131", + "pull_request:53360", + "pull_request:53904", + "pull_request:62894", + "pull_request:63406", + "pull_request:63629", + "pull_request:63633", + "pull_request:63745", + "pull_request:64123", + "pull_request:64703", + "pull_request:64719", + "pull_request:64736", + "pull_request:65006", + "pull_request:65622", + "pull_request:65772", + "pull_request:65855", + "pull_request:66023", + "pull_request:66110", + "pull_request:66160", + "pull_request:66321", + "pull_request:66329", + "pull_request:66331", + "pull_request:66342", + "pull_request:66344", + "pull_request:66413", + "pull_request:66425", + "pull_request:66547", + "pull_request:66715", + "pull_request:66727", + "pull_request:66819", + "pull_request:66889", + "pull_request:66910", + "pull_request:67137", + "pull_request:67231", + "pull_request:67268", + "pull_request:67374", + "pull_request:67443", + "pull_request:67447", + "pull_request:67589", + "pull_request:67665", + "pull_request:67669", + "pull_request:67848", + "pull_request:68325", + "pull_request:68450", + "pull_request:68460", + "pull_request:68573", + "pull_request:68698" + ], + "soft_pairs": [ + "pull_request:62894|pull_request:67443", + "pull_request:66321|pull_request:67665", + "pull_request:66715|pull_request:68460", + "pull_request:49131|pull_request:66331", + "pull_request:63633|pull_request:66321", + "pull_request:66160|pull_request:66425", + "pull_request:64719|pull_request:66331", + "pull_request:64703|pull_request:66413", + "pull_request:65006|pull_request:66344", + "pull_request:67848|pull_request:68573", + "pull_request:67268|pull_request:68450", + "pull_request:66547|pull_request:67443", + "pull_request:53360|pull_request:53904", + "pull_request:65772|pull_request:66321", + "pull_request:63629|pull_request:66023", + "pull_request:64123|pull_request:67443", + "pull_request:65622|pull_request:66547", + "pull_request:65622|pull_request:66910", + "pull_request:63406|pull_request:67268", + "pull_request:65622|pull_request:68698", + "pull_request:53360|pull_request:67447", + "pull_request:66547|pull_request:66889", + "pull_request:67669|pull_request:68325", + "pull_request:66342|pull_request:66344", + "pull_request:66727|pull_request:67374", + "pull_request:65855|pull_request:66329", + "pull_request:66110|pull_request:66413", + "pull_request:63745|pull_request:64736", + "pull_request:67231|pull_request:67589", + "pull_request:37573|pull_request:66425", + "pull_request:66819|pull_request:67137" + ], + "prepared_review_unit_hash": "85c8e9569fa3a1b3ec170f241039b3ef100dffc704ece28c2174c851db250663", + "component_budget": { + "node_count": 528, + "item_count": 528, + "soft_pair_count": 1438, + "serialized_chars": 1672259, + "estimated_input_tokens": 418065, + "estimated_eval_tokens": 836386 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 31, + "serialized_chars": 110814, + "estimated_input_tokens": 27704, + "estimated_eval_tokens": 55664 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This cluster is heterogeneous: the PRs touch unrelated features, bugs, and subsystems, with no evidence of a shared underlying change or duplicate pair.", + "confidence": 0.99, + "canonical_issue_reason": null, + "canonical_pr_reason": "No single PR stands out as a cluster canonical; the set spans unrelated provider, CLI, UI, gateway, and utility changes with no common code-path or fix.", + "best_issue_reason": null, + "best_pr_reason": "There is no good global PR representative here because the soft pairs are mostly false positives across distinct problems and code areas.", + "soft_edge_verdicts": [ + { + "left": "pull_request:62894", + "right": "pull_request:67443", + "accept": false, + "reason": "Slack channel-policy matching and model-context token resolution are unrelated subsystems with no shared bug." + }, + { + "left": "pull_request:66321", + "right": "pull_request:67665", + "accept": false, + "reason": "macOS health-state handling and Discord prefixed conversation IDs are distinct issues in different products." + }, + { + "left": "pull_request:66715", + "right": "pull_request:68460", + "accept": false, + "reason": "Both are provider additions, but for different providers and code paths; not the same change." + }, + { + "left": "pull_request:49131", + "right": "pull_request:66331", + "accept": false, + "reason": "Silent voice-note placeholder transcription and per-agent TTS/STT overrides solve different media/audio behaviors." + }, + { + "left": "pull_request:63633", + "right": "pull_request:66321", + "accept": false, + "reason": "Telegram SOCKS proxy support and macOS gateway health 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"pull_request:64123", + "right": "pull_request:67443", + "accept": false, + "reason": "Browser snapshot fallback logic and model-context resolution defaults are unrelated." + }, + { + "left": "pull_request:65622", + "right": "pull_request:66547", + "accept": false, + "reason": "Preflight compaction re-evaluation and reply threading are different auto-reply mechanisms." + }, + { + "left": "pull_request:65622", + "right": "pull_request:66910", + "accept": false, + "reason": "Compaction timing and early receive media exposure are unrelated." + }, + { + "left": "pull_request:63406", + "right": "pull_request:67268", + "accept": false, + "reason": "Gateway restart continuation handling and auto-fallback recovery are separate lifecycle problems." + }, + { + "left": "pull_request:65622", + "right": "pull_request:68698", + "accept": false, + "reason": "Preflight compaction and inbound dedupe commit behavior are unrelated fixes." + }, + { + "left": "pull_request:53360", + "right": "pull_request:67447", + "accept": false, + "reason": "System update helper scripting and bootstrap context injection defaults are unrelated." + }, + { + "left": "pull_request:66547", + "right": "pull_request:66889", + "accept": false, + "reason": "Reply threading and Telegram polling transport are unrelated." + }, + { + "left": "pull_request:67669", + "right": "pull_request:68325", + "accept": false, + "reason": "Custom provider test subcommand and Telegram inbound allowBots parity are unrelated." + }, + { + "left": "pull_request:66342", + "right": "pull_request:66344", + "accept": false, + "reason": "Slack auth-error shutdown and markdown table chunk protection are unrelated." + }, + { + "left": "pull_request:66727", + "right": "pull_request:67374", + "accept": false, + "reason": "Docs-link undefined path handling and setup-wizard undefined input handling are similar guard fixes but on different functions and flows." + }, + { + "left": "pull_request:65855", + "right": "pull_request:66329", + "accept": false, + "reason": "qqbot guardrails/labeler updates and Discord multi-account skill-status recognition are unrelated." + }, + { + "left": "pull_request:66110", + "right": "pull_request:66413", + "accept": false, + "reason": "Root log-file overrides and secret stdout parsing are unrelated configuration/runtime fixes." + }, + { + "left": "pull_request:63745", + "right": "pull_request:64736", + "accept": false, + "reason": "Timeout configuration centralization and slash-autocomplete command catalog loading are unrelated." + }, + { + "left": "pull_request:67231", + "right": "pull_request:67589", + "accept": false, + "reason": "A new skill package and a config-reload edge case are not the same underlying change." + }, + { + "left": "pull_request:37573", + "right": "pull_request:66425", + "accept": false, + "reason": "Custom API model auto-discovery and AstraFlow provider plugin work are separate provider implementations." + }, + { + "left": "pull_request:66819", + "right": "pull_request:67137", + "accept": false, + "reason": "Claude JSON unwrapping and optional-input trim handling are unrelated fixes." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 2, + "component_count": 124, + "review_unit_index": 30, + "review_unit_count": 46, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-18915-528", + "nodes": [ + "pull_request:36503", + "pull_request:36504", + "pull_request:53360", + "pull_request:53762", + "pull_request:53841", + "pull_request:62008", + "pull_request:63406", + "pull_request:63418", + "pull_request:64110", + "pull_request:64123", + "pull_request:64403", + "pull_request:64736", + "pull_request:65638", + "pull_request:65648", + 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"pull_request:66709|pull_request:67848", + "pull_request:36503|pull_request:66098", + "pull_request:64110|pull_request:66300", + "pull_request:66344|pull_request:67380", + "pull_request:53762|pull_request:66819", + "pull_request:63406|pull_request:67820", + "pull_request:64110|pull_request:66063", + "pull_request:66726|pull_request:66727", + "pull_request:65638|pull_request:66344", + "pull_request:65648|pull_request:66918", + "pull_request:64110|pull_request:66156", + "pull_request:64123|pull_request:67959", + "pull_request:53360|pull_request:67354", + "pull_request:64736|pull_request:66098", + "pull_request:68450|pull_request:68843", + "pull_request:66098|pull_request:66322", + "pull_request:62008|pull_request:66275", + "pull_request:67665|pull_request:68819", + "pull_request:66761|pull_request:66770", + "pull_request:64403|pull_request:65969", + "pull_request:66364|pull_request:67080", + "pull_request:66184|pull_request:68612", + "pull_request:36504|pull_request:53841" + ], + 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I\u2019d anchor the cluster on a focused, issue-linked runtime fix rather than the broader feature or docs-heavy PRs.", + "confidence": 0.88, + "canonical_issue_reason": null, + "canonical_pr_reason": "pull_request:68819 is a tightly scoped, concrete bug fix with an explicit issue link and a single runtime code path, making it a good representative anchor for this mixed cluster.", + "best_issue_reason": null, + "best_pr_reason": "pull_request:68819 is the strongest overall representative: focused scope, clear failure mode, explicit issue target, and minimal cross-cutting surface.", + "soft_edge_verdicts": [ + { + "left": "pull_request:68242", + "right": "pull_request:68698", + "accept": false, + "reason": "Different regressions: WhatsApp delivery error logging vs auto-reply inbound dedupe commit handling." + }, + { + "left": "pull_request:63418", + "right": "pull_request:66331", + "accept": false, + "reason": "Both touch chat/session defaults, but one is session thinking defaults and 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fences from a docs template." + }, + { + "left": "pull_request:66344", + "right": "pull_request:67380", + "accept": false, + "reason": "Streaming table chunk protection and bundled channel-entry error logging are unrelated." + }, + { + "left": "pull_request:53762", + "right": "pull_request:66819", + "accept": false, + "reason": "Both deal with message/result handling, but one is Telegram final-answer flushing and the other is nested Claude JSON unwrapping." + }, + { + "left": "pull_request:63406", + "right": "pull_request:67820", + "accept": false, + "reason": "Restart continuation preservation and WhatsApp QR reuse are different lifecycle problems." + }, + { + "left": "pull_request:64110", + "right": "pull_request:66063", + "accept": false, + "reason": "Related cron area, but deleting queued tasks and guarding missing startup state are distinct bugs." + }, + { + "left": "pull_request:66726", + "right": "pull_request:66727", + "accept": false, + "reason": "Separate nil-guard fixes in different helpers: channel log access vs docs link path handling." + }, + { + "left": "pull_request:65638", + "right": "pull_request:66344", + "accept": false, + "reason": "Different underlying issues: announce-delivery prompt wording vs markdown table chunking." + }, + { + "left": "pull_request:65648", + "right": "pull_request:66918", + "accept": false, + "reason": "Both are Discord-related, but one hardens slash command callbacks and the other ignores stale exec approval clicks." + }, + { + "left": "pull_request:64110", + "right": "pull_request:66156", + "accept": false, + "reason": "Cron task deletion cleanup is unrelated to system-event history leak handling." + }, + { + "left": "pull_request:64123", + "right": "pull_request:67959", + "accept": false, + "reason": "Snapshot format fallback logic and channel status probe parallelization are separate features." + }, + { + "left": "pull_request:53360", + "right": "pull_request:67354", + "accept": false, + "reason": "A feature/helper-script PR versus a Telegram session-label formatting fix." + }, + { + "left": "pull_request:64736", + "right": "pull_request:66098", + "accept": false, + "reason": "Slash autocomplete catalog loading and chat default resolution are different subsystems." + }, + { + "left": "pull_request:68450", + "right": "pull_request:68843", + "accept": false, + "reason": "Bundled MCP runtime disposal and stale ACP session cwd handling are unrelated lifecycle bugs." + }, + { + "left": "pull_request:66098", + "right": "pull_request:66322", + "accept": false, + "reason": "Chat defaults respect and thinking-block paragraph spacing do not fix the same path." + }, + { + "left": "pull_request:62008", + "right": "pull_request:66275", + "accept": false, + "reason": "Audio multipart filename preservation and custom provider model catalog inclusion are unrelated." + }, + { + "left": "pull_request:67665", + "right": "pull_request:68819", + "accept": false, + "reason": "Discord channel ID normalization and Windows .cmd shim resolution address different code paths." + }, + { + "left": "pull_request:66761", + "right": "pull_request:66770", + "accept": false, + "reason": "Provider-model shape guarding and exposing messageId on sent hooks are separate SDK changes." + }, + { + "left": "pull_request:64403", + "right": "pull_request:65969", + "accept": false, + "reason": "CLI registry selection logic and QR terminal dependency replacement are unrelated." + }, + { + "left": "pull_request:66364", + "right": "pull_request:67080", + "accept": false, + "reason": "Shipping a runtime sidecar is distinct from narrowing plugin route loads from manifests." + }, + { + "left": "pull_request:66184", + "right": "pull_request:68612", + "accept": false, + "reason": "Both affect conversational flow, but one changes reply flattening and the other typing-start timing." + }, + { + "left": "pull_request:36504", + "right": "pull_request:53841", + "accept": false, + "reason": "Windows command spawning and Google provider migration shape are unrelated." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 2, + "component_count": 124, + "review_unit_index": 31, + "review_unit_count": 46, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-18915-528", + "nodes": [ + "pull_request:36420", + "pull_request:37453", + "pull_request:50998", + "pull_request:53715", + "pull_request:53850", + "pull_request:59935", + "pull_request:63633", + "pull_request:63636", + "pull_request:63807", + "pull_request:64703", + "pull_request:64719", + "pull_request:65833", + "pull_request:65969", + "pull_request:66062", + "pull_request:66081", + "pull_request:66098", + "pull_request:66110", + "pull_request:66160", + "pull_request:66169", + "pull_request:66184", + "pull_request:66275", + "pull_request:66308", + "pull_request:66310", + "pull_request:66311", + "pull_request:66322", + "pull_request:66331", + "pull_request:66337", + "pull_request:66395", + "pull_request:66824", + "pull_request:66910", + "pull_request:67036", + "pull_request:67080", + "pull_request:67137", + "pull_request:67290", + "pull_request:67326", + "pull_request:67448", + "pull_request:67601", + "pull_request:67664", + "pull_request:68107", + "pull_request:68384", + "pull_request:68597", + "pull_request:68681", + "pull_request:68685", + "pull_request:68808", + "pull_request:68835", + "pull_request:68843", + "pull_request:68844" + ], + "soft_pairs": [ + "pull_request:59935|pull_request:66110", + "pull_request:53715|pull_request:63633", + "pull_request:66160|pull_request:68808", + "pull_request:65969|pull_request:67080", + "pull_request:67448|pull_request:67664", + "pull_request:67036|pull_request:67290", + "pull_request:63636|pull_request:68107", + "pull_request:66062|pull_request:66275", + "pull_request:50998|pull_request:63807", + "pull_request:65833|pull_request:67326", + "pull_request:66310|pull_request:67137", + "pull_request:66824|pull_request:66910", + "pull_request:36420|pull_request:37453", + "pull_request:66337|pull_request:68835", + "pull_request:68843|pull_request:68844", + "pull_request:66331|pull_request:68685", + "pull_request:36420|pull_request:53850", + "pull_request:63636|pull_request:67601", + "pull_request:68384|pull_request:68681", + "pull_request:66308|pull_request:68597", + "pull_request:66169|pull_request:68844", + "pull_request:64703|pull_request:68384", + "pull_request:66184|pull_request:66824", + "pull_request:64719|pull_request:66081", + "pull_request:66311|pull_request:66322", + "pull_request:66098|pull_request:66395" + ], + "prepared_review_unit_hash": "17b3fd877fc86cf2426d69dce2c016ebe113a121803df41d888a641c3ff0c58c", + "component_budget": { + "node_count": 528, + "item_count": 528, + "soft_pair_count": 1438, + "serialized_chars": 1672259, + "estimated_input_tokens": 418065, + "estimated_eval_tokens": 836386 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 26, + "serialized_chars": 106460, + "estimated_input_tokens": 26615, + "estimated_eval_tokens": 53486 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "The cluster is highly heterogeneous; every soft pair is only superficially similar and they do not look like the same underlying bug or change.", + "confidence": 0.99, + "canonical_issue_reason": null, + "canonical_pr_reason": "No canonical PR stands out: the items span unrelated fixes across logging, UI, daemon, secrets, iOS, and plugin/runtime code, with no shared concrete change to deduplicate around.", + "best_issue_reason": null, + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "pull_request:59935", + "right": "pull_request:66110", + "accept": false, + "reason": "Nix PATH fallback support and root log-file overrides are unrelated fixes in different subsystems." + }, + { + "left": "pull_request:53715", + "right": "pull_request:63633", + "accept": false, + "reason": "Optional card fields in message schemas is unrelated to Telegram proxy transport support." + }, + { + "left": "pull_request:66160", + "right": "pull_request:68808", + "accept": false, + "reason": "Non-interactive LiteLLM onboarding and media support changes are completely different features." + }, + { + "left": "pull_request:65969", + "right": "pull_request:67080", + "accept": false, + "reason": "QR runtime dependency replacement and plugin route-load narrowing are unrelated changes." + }, + { + "left": "pull_request:67448", + "right": "pull_request:67664", + "accept": false, + "reason": "Onboarding trim guards/apply_patch detail handling is unrelated to session-store token persistence." + }, + { + "left": "pull_request:67036", + "right": "pull_request:67290", + "accept": false, + "reason": "Transcript filtering and duplicate usage-page header removal do not address the same bug." + }, + { + "left": "pull_request:63636", + "right": "pull_request:68107", + "accept": false, + "reason": "Malformed token estimation guarding is unrelated to Feishu reasoning display behavior." + }, + { + "left": "pull_request:66062", + "right": "pull_request:66275", + "accept": false, + "reason": "Windows task parsing and custom-provider model catalog inclusion are unrelated code paths." + }, + { + "left": "pull_request:50998", + "right": "pull_request:63807", + "accept": false, + "reason": "iOS permission prompt restoration and gateway restart confirmation UI are different features." + }, + { + "left": "pull_request:65833", + "right": "pull_request:67326", + "accept": false, + "reason": "Adding a secret target and fixing image runtime headers are unrelated changes." + }, + { + "left": "pull_request:66310", + "right": "pull_request:67137", + "accept": false, + "reason": "Cron job state guarding and channel-selection trim handling are unrelated defensive fixes." + }, + { + "left": "pull_request:66824", + "right": "pull_request:66910", + "accept": false, + "reason": "Channel-resolved authorization and early inbound media exposure touch different concerns." + }, + { + "left": "pull_request:36420", + "right": "pull_request:37453", + "accept": false, + "reason": "Tool-parameter alias normalization and Feishu docs wording are unrelated." + }, + { + "left": "pull_request:66337", + "right": "pull_request:68835", + "accept": false, + "reason": "Startup warmup hooks and macOS model-catalog parsing solve different problems." + }, + { + "left": "pull_request:68843", + "right": "pull_request:68844", + "accept": false, + "reason": "Stale bound-session handling and newline paragraph packing are unrelated fixes." + }, + { + "left": "pull_request:66331", + "right": "pull_request:68685", + "accept": false, + "reason": "Per-agent TTS/STT overrides and legacy config migration for memorySearch are separate changes." + }, + { + "left": "pull_request:36420", + "right": "pull_request:53850", + "accept": false, + "reason": "Tool param aliasing and status-display thinking defaults are unrelated." + }, + { + "left": "pull_request:63636", + "right": "pull_request:67601", + "accept": false, + "reason": "Token-estimation sanitization and dreaming transport-metadata promotion are unrelated." + }, + { + "left": "pull_request:68384", + "right": "pull_request:68681", + "accept": false, + "reason": "Noisy exec stdout rejection and dreaming cleanup scope warnings are different bugs." + }, + { + "left": "pull_request:66308", + "right": "pull_request:68597", + "accept": false, + "reason": "Caching catalog reads to avoid CPU hang is unrelated to symlink-escape blocking in memory_get." + }, + { + "left": "pull_request:66169", + "right": "pull_request:68844", + "accept": false, + "reason": "Attributed iMessage echo normalization and newline-mode paragraph chunking are unrelated text-formatting fixes." + }, + { + "left": "pull_request:64703", + "right": "pull_request:68384", + "accept": false, + "reason": "Scientific-notation parsing and noisy exec stdout rejection are unrelated parsing/validation issues." + }, + { + "left": "pull_request:66184", + "right": "pull_request:66824", + "accept": false, + "reason": "Conversational flattening behavior and channel-resolved auth are not the same underlying change." + }, + { + "left": "pull_request:64719", + "right": "pull_request:66081", + "accept": false, + "reason": "Tool authorization policy and Codex CLI output parsing address different parts of the stack." + }, + { + "left": "pull_request:66311", + "right": "pull_request:66322", + "accept": false, + "reason": "Tool-card height truncation and thinking-block spacing are unrelated UI presentation fixes." + }, + { + "left": "pull_request:66098", + "right": "pull_request:66395", + "accept": false, + "reason": "Effective chat defaults and disabling refresh during an active turn are separate web-UI issues." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 2, + "component_count": 124, + "review_unit_index": 32, + "review_unit_count": 46, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-18915-528", + "nodes": [ + "pull_request:53762", + "pull_request:62008", + "pull_request:62846", + "pull_request:63167", + "pull_request:63302", + "pull_request:63406", + "pull_request:63521", + "pull_request:64110", + "pull_request:64123", + "pull_request:64403", + "pull_request:64650", + "pull_request:64782", + "pull_request:64868", + "pull_request:64996", + "pull_request:65023", + "pull_request:65262", + "pull_request:65266", + "pull_request:65575", + "pull_request:65648", + "pull_request:65855", + "pull_request:65856", + "pull_request:65979", + "pull_request:66041", + "pull_request:66169", + "pull_request:66184", + "pull_request:66277", + "pull_request:66322", + "pull_request:66385", + "pull_request:66537", + "pull_request:66543", + "pull_request:66594", + "pull_request:66808", + "pull_request:66819", + "pull_request:67137", + "pull_request:67276", + "pull_request:67326", + "pull_request:67535", + "pull_request:67650", + "pull_request:67660", + "pull_request:67665", + "pull_request:67818", + "pull_request:67920", + "pull_request:67948", + "pull_request:68384", + "pull_request:68597", + "pull_request:68699", + "pull_request:68716", + "pull_request:68717" + ], + "soft_pairs": [ + "pull_request:64110|pull_request:65979", + "pull_request:63167|pull_request:65262", + "pull_request:64868|pull_request:67818", + "pull_request:65023|pull_request:66808", + "pull_request:66543|pull_request:67665", + "pull_request:63521|pull_request:66322", + "pull_request:64123|pull_request:64650", + "pull_request:62846|pull_request:66543", + "pull_request:66184|pull_request:67276", + "pull_request:65648|pull_request:66277", + "pull_request:53762|pull_request:63302", + "pull_request:67137|pull_request:68597", + "pull_request:66819|pull_request:68384", + "pull_request:64996|pull_request:67650", + "pull_request:65855|pull_request:65856", + "pull_request:65023|pull_request:67326", + "pull_request:66537|pull_request:66594", + "pull_request:65023|pull_request:67948", + "pull_request:64996|pull_request:67535", + "pull_request:66385|pull_request:67650", + "pull_request:62008|pull_request:66169", + "pull_request:68699|pull_request:68717", + "pull_request:64403|pull_request:67660", + "pull_request:65266|pull_request:67535", + "pull_request:64403|pull_request:67920", + "pull_request:63406|pull_request:64782", + "pull_request:66041|pull_request:68716", + "pull_request:65575|pull_request:66594" + ], + "prepared_review_unit_hash": "2106cb5d1c0f4fcad8cef0e2288d2e6453b0b10383f2be8592f8a07a119531f2", + "component_budget": { + "node_count": 528, + "item_count": 528, + "soft_pair_count": 1438, + "serialized_chars": 1672259, + "estimated_input_tokens": 418065, + "estimated_eval_tokens": 836386 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 28, + "serialized_chars": 110683, + "estimated_input_tokens": 27671, + "estimated_eval_tokens": 55598 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "The cluster is highly heterogeneous: every soft pair is a topical near-match, but none appear to be the same underlying bug or change. I would keep all of these PRs separate.", + "confidence": 0.96, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": null, + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "pull_request:64110", + "right": "pull_request:65979", + "accept": false, + "reason": "Both are cron-related, but one deletes scheduled tasks and clears queues while the other normalizes missing persisted job state; different failure modes and code paths." + }, + { + "left": "pull_request:63167", + "right": "pull_request:65262", + "accept": false, + "reason": "Missing qmd workspace cwd handling is unrelated to the CLI wording change about runtime slash commands." + }, + { + "left": "pull_request:64868", + "right": "pull_request:67818", + "accept": false, + "reason": "Provider-based pre-tool-call authorization and WhatsApp QR login preflight/results are separate subsystems and fixes." + }, + { + "left": "pull_request:65023", + "right": "pull_request:66808", + "accept": false, + "reason": "Google GenAI provider unification and ZeroEntropy embeddings are different provider features, not the same change." + }, + { + "left": "pull_request:66543", + "right": "pull_request:67665", + "accept": false, + "reason": "Both normalize IDs, but one strips whitespace in cron model IDs and the other removes Discord conversation prefixes; distinct bugs." + }, + { + "left": "pull_request:63521", + "right": "pull_request:66322", + "accept": false, + "reason": "Unclosed [[ streaming truncation is not the same as inserting blank lines between thinking blocks." + }, + { + "left": "pull_request:64123", + "right": "pull_request:64650", + "accept": false, + "reason": "Browser snapshot fallback behavior and Telegram topic prompt inheritance are unrelated changes." + }, + { + "left": "pull_request:62846", + "right": "pull_request:66543", + "accept": false, + "reason": "Enabling speech providers by default is unrelated to cron model-ID whitespace normalization." + }, + { + "left": "pull_request:66184", + "right": "pull_request:67276", + "accept": false, + "reason": "Conversational reply flattening and edit-mismatch guidance are different output-shaping fixes." + }, + { + "left": "pull_request:65648", + "right": "pull_request:66277", + "accept": false, + "reason": "Mattermost slash callback hardening and bundled channel-load guarding do not fix the same code path." + }, + { + "left": "pull_request:53762", + "right": "pull_request:63302", + "accept": false, + "reason": "Telegram buffering/streaming final-answer handling is unrelated to WhatsApp denyFrom access control." + }, + { + "left": "pull_request:67137", + "right": "pull_request:68597", + "accept": false, + "reason": "Optional input trim handling and symlink-escape prevention are separate safety issues." + }, + { + "left": "pull_request:66819", + "right": "pull_request:68384", + "accept": false, + "reason": "Nested Claude JSON unwrapping and noisy exec stdout rejection are different parsing/validation bugs." + }, + { + "left": "pull_request:64996", + "right": "pull_request:67650", + "accept": false, + "reason": "WhatsApp group allowlist behavior and Slack assistant_view docs are unrelated." + }, + { + "left": "pull_request:65855", + "right": "pull_request:65856", + "accept": false, + "reason": "One updates channel-contract guardrails/labeling; the other sets onboarding scopes for video-only providers." + }, + { + "left": "pull_request:65023", + "right": "pull_request:67326", + "accept": false, + "reason": "Google GenAI provider work and image runtime headers are unrelated." + }, + { + "left": "pull_request:66537", + "right": "pull_request:66594", + "accept": false, + "reason": "Silent final-answer loss and chat-run registration at agent start are different gateway/runner issues." + }, + { + "left": "pull_request:65023", + "right": "pull_request:67948", + "accept": false, + "reason": "Google GenAI provider support and Abliteration provider support are separate provider additions." + }, + { + "left": "pull_request:64996", + "right": "pull_request:67535", + "accept": false, + "reason": "WhatsApp group-listener access control and CLI downgrade-warning copy are unrelated." + }, + { + "left": "pull_request:66385", + "right": "pull_request:67650", + "accept": false, + "reason": "Skills containment config and Slack documentation updates are unrelated." + }, + { + "left": "pull_request:62008", + "right": "pull_request:66169", + "accept": false, + "reason": "Audio multipart upload filename preservation and iMessage attributed-echo normalization are distinct media path fixes." + }, + { + "left": "pull_request:68699", + "right": "pull_request:68717", + "accept": false, + "reason": "Preload cooldown pruning and cron failure-alert defaults are unrelated behavior changes." + }, + { + "left": "pull_request:64403", + "right": "pull_request:67660", + "accept": false, + "reason": "Plugin CLI metadata selection and MS Teams OAuth launcher behavior are unrelated." + }, + { + "left": "pull_request:65266", + "right": "pull_request:67535", + "accept": false, + "reason": "Telegram/itplug deployment and Telegram output fixes versus CLI downgrade messaging are unrelated." + }, + { + "left": "pull_request:64403", + "right": "pull_request:67920", + "accept": false, + "reason": "Plugin CLI metadata loading and CI shell interpolation in release checks do not share the same underlying bug." + }, + { + "left": "pull_request:63406", + "right": "pull_request:64782", + "accept": false, + "reason": "Restart continuation persistence and Codex CLI chat history restoration are separate gateway concerns." + }, + { + "left": "pull_request:66041", + "right": "pull_request:68716", + "accept": false, + "reason": "Telegram ack-reaction behavior and Discord guild-admin authorization are unrelated code paths." + }, + { + "left": "pull_request:65575", + "right": "pull_request:66594", + "accept": false, + "reason": "UI live-region announcement changes and gateway chat-run registration are different layers and fixes." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 2, + "component_count": 124, + "review_unit_index": 33, + "review_unit_count": 46, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-18915-528", + "nodes": [ + "pull_request:53377", + "pull_request:54088", + "pull_request:59935", + "pull_request:62895", + "pull_request:63406", + "pull_request:64110", + "pull_request:64355", + "pull_request:64573", + "pull_request:64611", + "pull_request:64649", + "pull_request:66062", + "pull_request:66063", + "pull_request:66067", + "pull_request:66098", + "pull_request:66160", + "pull_request:66168", + "pull_request:66311", + "pull_request:66321", + "pull_request:66329", + "pull_request:66543", + "pull_request:66594", + "pull_request:66918", + "pull_request:67036", + "pull_request:67037", + "pull_request:67243", + "pull_request:67300", + "pull_request:67443", + "pull_request:67533", + "pull_request:67535", + "pull_request:67601", + "pull_request:67650", + "pull_request:67660", + "pull_request:67677", + "pull_request:67842", + "pull_request:67871", + "pull_request:67916", + "pull_request:67981", + "pull_request:67982", + "pull_request:68063", + "pull_request:68107", + "pull_request:68235", + "pull_request:68384", + "pull_request:68444", + "pull_request:68450", + "pull_request:68523", + "pull_request:68597", + "pull_request:68699", + "pull_request:68710" + ], + "soft_pairs": [ + "pull_request:67036|pull_request:68450", + "pull_request:66160|pull_request:67660", + "pull_request:62895|pull_request:66067", + "pull_request:64611|pull_request:64649", + "pull_request:64573|pull_request:68384", + "pull_request:64110|pull_request:68444", + "pull_request:67650|pull_request:68523", + "pull_request:67535|pull_request:67842", + "pull_request:66062|pull_request:68710", + "pull_request:67443|pull_request:68107", + "pull_request:66594|pull_request:67982", + "pull_request:63406|pull_request:66062", + "pull_request:64355|pull_request:67650", + "pull_request:66329|pull_request:67916", + "pull_request:68063|pull_request:68597", + "pull_request:67535|pull_request:68235", + "pull_request:66062|pull_request:66321", + "pull_request:67300|pull_request:67981", + "pull_request:66311|pull_request:67533", + "pull_request:67037|pull_request:67601", + "pull_request:66063|pull_request:66543", + "pull_request:66543|pull_request:67677", + "pull_request:66918|pull_request:68699", + "pull_request:63406|pull_request:68710", + "pull_request:59935|pull_request:66329", + "pull_request:54088|pull_request:66098", + "pull_request:66168|pull_request:67243", + "pull_request:66098|pull_request:68450", + "pull_request:53377|pull_request:67871" + ], + 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None of the soft pairs look like the same underlying bug/change, so I rejected all of them.", + "confidence": 0.94, + "canonical_issue_reason": null, + "canonical_pr_reason": "PR 54088 is the strongest representative only because it is a merged, broad, user-facing change with the widest cross-cutting scope in the set (/tools availability, tool inventory, UI, and docs).", + "best_issue_reason": null, + "best_pr_reason": "PR 54088 is the best single PR to anchor this cluster: it is mature/merged and has the broadest product impact among otherwise unrelated candidates.", + "soft_edge_verdicts": [ + { + "left": "pull_request:67036", + "right": "pull_request:68450", + "accept": false, + "reason": "Different changes: leaked transcript-row filtering in webchat export/reload vs stopping memory-core dreaming from promoting transport metadata." + }, + { + "left": "pull_request:66160", + "right": "pull_request:67660", + "accept": false, + "reason": "Different code paths and bugs: LiteLLM non-interactive base URL onboarding vs MS Teams delegated OAuth launcher behavior on Windows." + }, + { + "left": "pull_request:62895", + "right": "pull_request:66067", + "accept": false, + "reason": "Unrelated functionality: memory-search status/config context preservation vs TUI thinking-fragment spacing in chat rendering." + }, + { + "left": "pull_request:64611", + "right": "pull_request:64649", + "accept": false, + "reason": "Both are guard fixes, but for different logic: heartbeat due clock-skew handling vs run-state-machine activeRuns clamping." + }, + { + "left": "pull_request:64573", + "right": "pull_request:68384", + "accept": false, + "reason": "Different subsystems: Chrome spawn DISPLAY fallback on Linux vs rejecting noisy plain exec stdout in secrets resolution." + }, + { + "left": "pull_request:64110", + "right": "pull_request:68444", + "accept": false, + "reason": "Cron queue deletion semantics and Feishu mention-forwarding are unrelated changes." + }, + { + "left": "pull_request:67650", + "right": "pull_request:68523", + "accept": false, + "reason": "Slack docs mention assistant_view, while the other PR fixes Slack HTTP registry persistence; 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The pairwise overlaps are usually only topical (e.g. \u201cfallback\u201d, \u201cprovider\u201d, \u201cagent\u201d, or shared test scaffolding) and do not indicate the same underlying bug/change.", + "confidence": 0.98, + "canonical_issue_reason": null, + "canonical_pr_reason": "No single PR cleanly represents a duplicate cluster here; the items span unrelated subsystems and feature areas, so there is no safe canonical PR representative.", + "best_issue_reason": null, + "best_pr_reason": "No PR is a strong global best representative because the soft edges are false positives rather than manifestations of one shared fix.", + "soft_edge_verdicts": [ + { + "left": "pull_request:66966", + "right": "pull_request:67665", + "accept": false, + "reason": "Different problems in different codepaths: MCP streamable-http transport headers vs Discord conversation-id normalization." + }, + { + "left": "pull_request:65555", + "right": "pull_request:66943", + "accept": false, + "reason": "Both are 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"pull_request:65383", + "right": "pull_request:65460", + "accept": false, + "reason": "iMessage watcher deduplication and browser CLI lazy-loading are unrelated subsystems." + }, + { + "left": "pull_request:36504", + "right": "pull_request:53259", + "accept": false, + "reason": "Both mention fallback behavior, but they target unrelated systems: node run command availability vs Discord elevated-auth fallback." + }, + { + "left": "pull_request:37305", + "right": "pull_request:62417", + "accept": false, + "reason": "Agent delete modal UI and agent workspace file-management APIs are separate features, not one merged fix." + }, + { + "left": "pull_request:36420", + "right": "pull_request:37418", + "accept": false, + "reason": "Tool-param alias normalization and Anthropic prompt-caching are unrelated codepaths." + }, + { + "left": "pull_request:61091", + "right": "pull_request:63629", + "accept": false, + "reason": "README docs vs doctor state-integrity diagnostics; different surfaces and 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false, + "reason": "Lobster workflow path error handling and Windows claude.cmd shimming are unrelated process/runtime fixes." + }, + { + "left": "pull_request:65592", + "right": "pull_request:67948", + "accept": false, + "reason": "SearxNG onboarding credential-note changes and a new Abliteration provider plugin are not the same underlying change." + }, + { + "left": "pull_request:59935", + "right": "pull_request:66322", + "accept": false, + "reason": "Nix Home Manager PATH support and TUI thinking spacing are unrelated." + }, + { + "left": "pull_request:65555", + "right": "pull_request:66673", + "accept": false, + "reason": "SenseAudio skill packaging and memory-core remHarness doctor probe are unrelated additions." + }, + { + "left": "pull_request:65592", + "right": "pull_request:68345", + "accept": false, + "reason": "SearxNG onboarding docs/notes and locale hard-coding updates are unrelated." + }, + { + "left": "pull_request:62894", + "right": "pull_request:64344", + "accept": false, + "reason": "Slack channel-ID matching and secrets-audit classification are unrelated bugs." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 2, + "component_count": 124, + "review_unit_index": 38, + "review_unit_count": 46, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-18915-528", + "nodes": [ + "pull_request:36504", + "pull_request:36696", + "pull_request:53468", + "pull_request:53595", + "pull_request:62238", + "pull_request:62417", + "pull_request:63167", + "pull_request:63633", + "pull_request:64066", + "pull_request:64344", + "pull_request:64601", + "pull_request:64611", + "pull_request:64632", + "pull_request:64649", + "pull_request:65266", + "pull_request:65384", + 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"pull_request:53595|pull_request:66425", + "pull_request:66329|pull_request:67146", + "pull_request:62417|pull_request:66331", + "pull_request:62238|pull_request:65592", + "pull_request:65592|pull_request:66960", + "pull_request:66304|pull_request:66824", + "pull_request:36504|pull_request:36696", + "pull_request:67664|pull_request:67871", + "pull_request:64066|pull_request:66425", + "pull_request:63633|pull_request:64611", + "pull_request:64344|pull_request:68384", + "pull_request:64601|pull_request:65385", + "pull_request:64344|pull_request:66329", + "pull_request:64066|pull_request:66943", + "pull_request:64611|pull_request:66364", + "pull_request:64632|pull_request:68132", + "pull_request:64611|pull_request:66321", + "pull_request:66308|pull_request:68685", + "pull_request:64632|pull_request:67884", + "pull_request:63167|pull_request:67225", + "pull_request:67664|pull_request:67734", + "pull_request:66101|pull_request:68280", + "pull_request:53468|pull_request:67215", + 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"pull_request:65938", + "accept": false, + "reason": "Labeler-rule cleanup and provider index docs are different chores with no shared underlying change." + }, + { + "left": "pull_request:65901", + "right": "pull_request:67664", + "accept": false, + "reason": "Forwarding exec policy to embedded tools and clearing fallback context tokens are separate agent-runtime fixes." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 2, + "component_count": 124, + "review_unit_index": 39, + "review_unit_count": 46, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-18915-528", + "nodes": [ + "pull_request:36696", + "pull_request:36975", + "pull_request:53401", + "pull_request:53449", + "pull_request:53468", + 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"Different surfaces: UI autofill behavior vs cron embedded-agent exec-policy forwarding." + }, + { + "left": "pull_request:53468", + "right": "pull_request:67209", + "accept": false, + "reason": "Different concerns: cron heartbeat suppression during compaction vs logging config file handling." + }, + { + "left": "pull_request:65383", + "right": "pull_request:65385", + "accept": false, + "reason": "Unrelated changes in different subsystems: iMessage watcher duplication vs Comfy config ownership." + }, + { + "left": "pull_request:63073", + "right": "pull_request:63586", + "accept": false, + "reason": "Different fixes: MiniMax usage baseUrl lookup vs plugin-load error filtering." + }, + { + "left": "pull_request:63407", + "right": "pull_request:66310", + "accept": false, + "reason": "Unrelated: Podman install-browser build-arg wiring vs cron job.state null-guarding." + }, + { + "left": "pull_request:64717", + "right": "pull_request:66378", + "accept": false, + "reason": "Different 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fetch response-size schema vs Discord REST proxy wiring." + }, + { + "left": "pull_request:53401", + "right": "pull_request:54040", + "accept": false, + "reason": "Different concerns: web fetch response-size schema vs localizing the shared web-search cache." + }, + { + "left": "pull_request:64632", + "right": "pull_request:67225", + "accept": false, + "reason": "Different subsystems: Slack custom invoke media-root preservation vs agent-specific thinking defaults." + }, + { + "left": "pull_request:65330", + "right": "pull_request:67225", + "accept": false, + "reason": "Related to agent/session behavior only at a broad level, but these are distinct fixes: reset override clearing vs ingress thinking defaults." + }, + { + "left": "pull_request:65381", + "right": "pull_request:67664", + "accept": false, + "reason": "Different data paths: cache-token cost estimation vs session-store fallback context tokens." + }, + { + "left": "pull_request:53449", + "right": "pull_request:54040", + "accept": false, + "reason": "Different changes: Gemini web-search proxy support vs web-search cache localization." + }, + { + "left": "pull_request:67209", + "right": "pull_request:67215", + "accept": false, + "reason": "Different issues: logging config early-load behavior vs Discord embed URL fallback text." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 2, + "component_count": 124, + "review_unit_index": 40, + "review_unit_count": 46, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-18915-528", + "nodes": [ + "pull_request:36975", + "pull_request:37412", + "pull_request:37561", + "pull_request:53296", + "pull_request:53383", + "pull_request:53401", + "pull_request:53420", + "pull_request:53603", + 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"pull_request:64632|pull_request:67477", + "pull_request:53603|pull_request:66188", + "pull_request:37412|pull_request:37561", + "pull_request:63871|pull_request:64632", + "pull_request:37412|pull_request:53603", + "pull_request:37561|pull_request:53383", + "pull_request:54040|pull_request:67952", + "pull_request:63871|pull_request:64617", + "pull_request:36975|pull_request:53420", + "pull_request:36975|pull_request:37561", + "pull_request:36975|pull_request:54040", + "pull_request:36975|pull_request:53711", + "pull_request:53401|pull_request:53420", + "pull_request:53296|pull_request:64958", + "pull_request:37561|pull_request:53401", + "pull_request:53930|pull_request:63502", + "pull_request:37412|pull_request:54040", + "pull_request:37412|pull_request:53711", + "pull_request:53651|pull_request:53930", + "pull_request:37412|pull_request:53420", + "pull_request:37561|pull_request:67952", + "pull_request:53711|pull_request:67952", + "pull_request:53420|pull_request:53940", + 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"canonical_pr_reason": "PR 53940 is the strongest standalone representative here: it is a merged, multi-file bug fix with clear user-facing behavior changes, tests, and explicit routing/heartbeat handling.", + "best_issue_reason": null, + "best_pr_reason": "If a single PR must represent the cluster, 53940 is the best candidate because it has the clearest concrete fix and the strongest evidence of being a real, resolved defect.", + "soft_edge_verdicts": [ + { + "left": "pull_request:65938", + "right": "pull_request:65940", + "accept": false, + "reason": "Different provider/docs changes: Bedrock Mantle index pages vs DuckDuckGo onboarding scopes." + }, + { + "left": "pull_request:64601", + "right": "pull_request:64632", + "accept": false, + "reason": "Different fixes in different subsystems: bundled setup entry loading vs Slack custom-invoke media-root preservation." + }, + { + "left": "pull_request:67872", + "right": "pull_request:68132", + "accept": false, + "reason": "Slack 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"OpenRouter attribution wrapper restoration and cron deleteAfterRun semantics do not fix the same path." + }, + { + "left": "pull_request:63407", + "right": "pull_request:64958", + "accept": false, + "reason": "Podman install-browser build-arg wiring and adding the Abliteration provider are unrelated." + }, + { + "left": "pull_request:65381", + "right": "pull_request:67734", + "accept": false, + "reason": "Status cost estimation and Feishu setup logging are different concerns." + }, + { + "left": "pull_request:64958", + "right": "pull_request:67848", + "accept": false, + "reason": "A new provider plugin and OpenAI auth-picker label alignment are separate changes." + }, + { + "left": "pull_request:63502", + "right": "pull_request:66152", + "accept": false, + "reason": "Memory-lancedb cloud storage support and memory-core dreaming schema are different memory plugins." + }, + { + "left": "pull_request:53872", + "right": "pull_request:64632", + "accept": false, + "reason": "Gateway before_reset emission and Slack media-root propagation are unrelated hook/runtime fixes." + }, + { + "left": "pull_request:63586", + "right": "pull_request:67952", + "accept": false, + "reason": "Plugin-loader strict error handling and memory list-command retrieval are different features." + }, + { + "left": "pull_request:64601", + "right": "pull_request:67225", + "accept": false, + "reason": "Bundled setup entries in setup-runtime and agent-specific thinking defaults address different code paths." + }, + { + "left": "pull_request:64958", + "right": "pull_request:67948", + "accept": false, + "reason": "Abliteration provider addition and provider-onboarding docs are not the same change." + }, + { + "left": "pull_request:66378", + "right": "pull_request:67872", + "accept": false, + "reason": "WhatsApp media-send behavior and Slack mention-skip hook emission are unrelated." + }, + { + "left": "pull_request:64958", + "right": "pull_request:66425", + "accept": false, + "reason": "Different provider additions: Abliteration vs AstraFlow." + }, + { + "left": "pull_request:64632", + "right": "pull_request:64717", + "accept": false, + "reason": "Slack media-root propagation and Telegram text chunk sizing are unrelated messaging fixes." + }, + { + "left": "pull_request:64066", + "right": "pull_request:64958", + "accept": false, + "reason": "Roam channel extension and Abliteration provider plugin are distinct feature additions." + }, + { + "left": "pull_request:65381", + "right": "pull_request:65383", + "accept": false, + "reason": "Status-message cost math and iMessage watcher shadowing are separate bugs." + }, + { + "left": "pull_request:62431", + "right": "pull_request:64958", + "accept": false, + "reason": "Dockerfile package-env renaming and provider plugin addition are unrelated infrastructure changes." + }, + { + "left": "pull_request:64717", + "right": "pull_request:68132", + "accept": false, + "reason": "Telegram chunk planning and Lobster workflow file-path errors are 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"pull_request:37412", + "right": "pull_request:53603", + "accept": false, + "reason": "Message extraction for output_text blocks and provider-capability uniformity are different areas." + }, + { + "left": "pull_request:36975", + "right": "pull_request:53420", + "accept": false, + "reason": "OpenSUSE/SLES install support and media-file chmod normalization are unrelated." + }, + { + "left": "pull_request:36975", + "right": "pull_request:37561", + "accept": false, + "reason": "OS/package-manager detection and a message-extractor type fix do not match." + }, + { + "left": "pull_request:36975", + "right": "pull_request:54040", + "accept": false, + "reason": "OpenSUSE installer support and web-search cache localization are unrelated." + }, + { + "left": "pull_request:36975", + "right": "pull_request:53711", + "accept": false, + "reason": "Installer support and Discord REST proxy wiring are different features." + }, + { + "left": "pull_request:53401", + "right": "pull_request:53420", + "accept": false, + "reason": "Schema maxResponseBytes addition and media-file mode normalization are separate fixes." + }, + { + "left": "pull_request:53296", + "right": "pull_request:64958", + "accept": false, + "reason": "MinerU skill documentation and Abliteration provider addition are unrelated." + }, + { + "left": "pull_request:37561", + "right": "pull_request:53401", + "accept": false, + "reason": "Type import/import-path fix and schema/config change are unrelated." + }, + { + "left": "pull_request:53930", + "right": "pull_request:63502", + "accept": false, + "reason": "Namespace-integrity memory writes and memory-lancedb cloud storage support are different memory features." + }, + { + "left": "pull_request:53651", + "right": "pull_request:53930", + "accept": false, + "reason": "Webchat refresh recovery and namespace-integrity enforcement are unrelated." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 2, + "component_count": 124, + "review_unit_index": 41, + "review_unit_count": 46, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-18915-528", + "nodes": [ + "pull_request:37412", + "pull_request:37561", + "pull_request:53280", + "pull_request:53296", + "pull_request:53367", + "pull_request:53383", + "pull_request:53391", + "pull_request:53420", + "pull_request:53449", + "pull_request:53499", + "pull_request:53561", + "pull_request:53603", + "pull_request:53651", + "pull_request:53711", + "pull_request:53754", + "pull_request:53930", + "pull_request:53940", + "pull_request:53972", + "pull_request:54028", + "pull_request:54040", + "pull_request:63502", + "pull_request:64958", + "pull_request:65004", + "pull_request:65016", + "pull_request:65575", + "pull_request:65648", + 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"pull_request:37561|pull_request:54028", + "pull_request:37561|pull_request:53940", + "pull_request:53651|pull_request:54040", + "pull_request:54028|pull_request:54040", + "pull_request:53561|pull_request:53711", + "pull_request:53651|pull_request:53711", + "pull_request:53420|pull_request:53561", + "pull_request:53449|pull_request:53711", + "pull_request:53296|pull_request:63502", + "pull_request:53280|pull_request:53930", + "pull_request:53280|pull_request:53296", + "pull_request:37561|pull_request:53391", + "pull_request:53391|pull_request:54040", + "pull_request:37561|pull_request:53930", + "pull_request:53449|pull_request:64958", + "pull_request:53280|pull_request:53449", + "pull_request:53449|pull_request:53972", + "pull_request:53280|pull_request:63502", + "pull_request:53972|pull_request:63502", + "pull_request:66716|pull_request:66764", + "pull_request:65648|pull_request:65655", + "pull_request:53367|pull_request:53754", + "pull_request:66344|pull_request:66568", + "pull_request:66742|pull_request:66770", + "pull_request:68453|pull_request:68512", + "pull_request:68005|pull_request:68093", + "pull_request:66300|pull_request:66303", + "pull_request:65575|pull_request:67424", + "pull_request:67882|pull_request:67910", + "pull_request:65004|pull_request:65016", + "pull_request:67882|pull_request:67923", + "pull_request:65833|pull_request:66007", + "pull_request:66476|pull_request:67894" + ], + "prepared_review_unit_hash": "40dd07104353dfa95ca3b339c67b5ad100604db3997ac7639bc6df407adf1255", + "component_budget": { + "node_count": 528, + "item_count": 528, + "soft_pair_count": 1438, + "serialized_chars": 1672259, + "estimated_input_tokens": 418065, + "estimated_eval_tokens": 836386 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 44, + "serialized_chars": 108075, + "estimated_input_tokens": 27019, + "estimated_eval_tokens": 54294 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This cluster is mostly a mix of unrelated PRs; only the explicitly overlapping, same-code-path pairs look like true duplicates. I accepted the pairs that clearly patch the same concrete bug/change and rejected the broad/theme-only matches.", + "confidence": 0.91, + "canonical_issue_reason": null, + "canonical_pr_reason": "No issue artifacts are present here; PR 65648 is a good canonical representative because it is a focused, self-contained fix with an explicit target and clear shared-file overlap with its duplicate counterpart.", + "best_issue_reason": null, + "best_pr_reason": "PR 65648 is the strongest overall representative: it is focused, has an explicit issue target, and fixes one concrete code path without bundling unrelated scope.", + "soft_edge_verdicts": [ + { + "left": "pull_request:53499", + "right": "pull_request:54028", + "accept": false, + "reason": "Unrelated changes: a Chinese README addition versus spelling/docs cleanup." + }, + { + "left": "pull_request:53711", + "right": "pull_request:53940", + "accept": false, + "reason": "Different code paths: Discord proxy wiring versus gateway restart 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+ "left": "pull_request:37412", + "right": "pull_request:53651", + "accept": false, + "reason": "Different behavior changes: message extraction versus chat history/queue restore." + }, + { + "left": "pull_request:53603", + "right": "pull_request:54028", + "accept": false, + "reason": "Provider capability logic is unrelated to spelling-only docs/test edits." + }, + { + "left": "pull_request:53296", + "right": "pull_request:53420", + "accept": false, + "reason": "No same underlying bug/change; document extraction skill versus media-file permissions." + }, + { + "left": "pull_request:37561", + "right": "pull_request:53651", + "accept": false, + "reason": "An import-type fix is unrelated to chat refresh persistence." + }, + { + "left": "pull_request:37561", + "right": "pull_request:54028", + "accept": false, + "reason": "Import typing cleanup and spelling/docs changes are unrelated." + }, + { + "left": "pull_request:37561", + "right": "pull_request:53940", + "accept": false, + "reason": "No code-path overlap; import typing fix versus restart wake/routing logic." + }, + { + "left": "pull_request:53651", + "right": "pull_request:54040", + "accept": false, + "reason": "Chat refresh state recovery is unrelated to web-search cache localization." + }, + { + "left": "pull_request:53561", + "right": "pull_request:53711", + "accept": false, + "reason": "Handshake timeout behavior and Discord REST proxy routing are separate problems." + }, + { + "left": "pull_request:53420", + "right": "pull_request:53561", + "accept": false, + "reason": "Media chmod-after-rename fix is unrelated to gateway connect handshake timing." + }, + { + "left": "pull_request:53449", + "right": "pull_request:53711", + "accept": false, + "reason": "Both touch networking, but they solve different proxy problems in different integrations." + }, + { + "left": "pull_request:53296", + "right": "pull_request:63502", + "accept": false, + "reason": "Different features: MinerU skill versus memory-lancedb cloud storage support." + }, + { + "left": "pull_request:53280", + "right": "pull_request:53930", + "accept": false, + "reason": "Distinct domains: control-plane runtime setup versus namespace integrity enforcement." + }, + { + "left": "pull_request:37561", + "right": "pull_request:53391", + "accept": false, + "reason": "Import typing and exec-approval UI containment are unrelated." + }, + { + "left": "pull_request:53391", + "right": "pull_request:54040", + "accept": false, + "reason": "UI overflow containment does not match web-search cache behavior." + }, + { + "left": "pull_request:53449", + "right": "pull_request:64958", + "accept": false, + "reason": "Both are integrations, but Gemini web-search proxying and Gradium TTS are different changes." + }, + { + "left": "pull_request:53280", + "right": "pull_request:53449", + "accept": false, + "reason": "Different products/features; no shared underlying bug or change." + }, + { + "left": "pull_request:53972", + "right": "pull_request:63502", + "accept": false, + "reason": "Android CI and memory-lancedb storage support are unrelated." + }, + { + "left": "pull_request:66716", + "right": "pull_request:66764", + "accept": true, + "reason": "Same issue target and same agent-runner memory/preflight compaction code path; one is the direct refinement of the other." + }, + { + "left": "pull_request:65648", + "right": "pull_request:65655", + "accept": true, + "reason": "Same Mattermost slash-callback hardening work against the same issue target and shared files." + }, + { + "left": "pull_request:53367", + "right": "pull_request:53754", + "accept": true, + "reason": "Same stale runtime auth-profile snapshot invalidation bug; shared target and identical storage path." + }, + { + "left": "pull_request:66344", + "right": "pull_request:66568", + "accept": true, + "reason": "Both address the same table-safe streaming block chunking fix and touch the same chunker/table-span code." + }, + { + "left": "pull_request:66742", + "right": "pull_request:66770", + "accept": true, + "reason": "Same plugin hook payload change to expose native messageId on message_sent." + }, + { + "left": "pull_request:68453", + "right": "pull_request:68512", + "accept": true, + "reason": "Same cron NO_REPLY silent-success handling in the embedded runner path." + }, + { + "left": "pull_request:68005", + "right": "pull_request:68093", + "accept": true, + "reason": "Same single-section config header dedupe fix, just with slightly different framing." + }, + { + "left": "pull_request:66300", + "right": "pull_request:66303", + "accept": true, + "reason": "Same HEARTBEAT.md template cleanup; identical file and same doc-fence removal change." + }, + { + "left": "pull_request:65575", + "right": "pull_request:67424", + "accept": true, + "reason": "Same chat streaming accessibility fix in the same UI thread/live-region code path." + }, + { + "left": "pull_request:67882", + "right": "pull_request:67910", + "accept": true, + "reason": "Same memory-status dreaming-state reporting change in the same CLI runtime code path." + }, + { + "left": "pull_request:67882", + "right": "pull_request:67923", + "accept": false, + "reason": "This one looks like a mixed PR with an unrelated imessage change, so it is not a clean duplicate of the memory-core status fix." + }, + { + "left": "pull_request:65833", + "right": "pull_request:66007", + "accept": true, + "reason": "Same Exa web-search SecretRef target addition; one is the registry entry and the other propagates it through docs/matrices." + }, + { + "left": "pull_request:66476", + "right": "pull_request:67894", + "accept": true, + "reason": "Same bundled-runtime-deps behavior change: stop optional deps from triggering repair while keeping required deps reported." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 2, + "component_count": 124, + "review_unit_index": 42, + "review_unit_count": 46, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-18915-528", + "nodes": [ + "pull_request:18915", + "pull_request:50998", + "pull_request:51011", + "pull_request:53451", + "pull_request:53479", + "pull_request:53662", + "pull_request:63547", + "pull_request:63557", + "pull_request:63656", + "pull_request:63783", + "pull_request:63793", + "pull_request:63871", + "pull_request:64375", + "pull_request:65295", + "pull_request:65301", + "pull_request:65895", + "pull_request:65911", + "pull_request:65938", + "pull_request:66063", + "pull_request:66067", + "pull_request:66310", + "pull_request:66322", + "pull_request:66331", + "pull_request:66696", + "pull_request:66709", + "pull_request:66715", + "pull_request:66753", + "pull_request:67360", + "pull_request:67365", + "pull_request:67380", 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"pull_request:53451|pull_request:53479", + "pull_request:18915|pull_request:68266", + "pull_request:67365|pull_request:67733", + "pull_request:63656|pull_request:63793", + "pull_request:67818|pull_request:67820", + "pull_request:53662|pull_request:67365", + "pull_request:50998|pull_request:51011", + "pull_request:67816|pull_request:67820", + "pull_request:68087|pull_request:68312", + "pull_request:66331|pull_request:68331", + "pull_request:63547|pull_request:63557", + "pull_request:67360|pull_request:67380" + ], + "prepared_review_unit_hash": "d7e7354202c7595577cb4c7fc6223affbf103e3fce20571004fe5ed2e6bbba38", + "component_budget": { + "node_count": 528, + "item_count": 528, + "soft_pair_count": 1438, + "serialized_chars": 1672259, + "estimated_input_tokens": 418065, + "estimated_eval_tokens": 836386 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 25, + "serialized_chars": 108838, + "estimated_input_tokens": 27210, + "estimated_eval_tokens": 54676 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This batch is mostly clear duplicate/near-duplicate PR pairs around the same underlying fixes, with a few same-subsystem PRs that should stay separate because they change different code paths or behaviors.", + "confidence": 0.82, + "canonical_issue_reason": null, + "canonical_pr_reason": "PR 68819 is the best canonical representative: it fixes a concrete Windows command-shim spawn bug in the child adapter and includes direct test coverage, making it a crisp, low-ambiguity runtime fix.", + "best_issue_reason": null, + "best_pr_reason": "PR 68819 is the strongest standalone triage candidate overall because it has a specific bug, a concrete code-path fix, and clear regression tests; the nearby alternatives are narrower or more partial.", + "soft_edge_verdicts": [ + { + "left": "pull_request:68819", + "right": "pull_request:68849", + "accept": true, + "reason": "Same Windows .cmd shim allowlist bug in the child adapter; 68849 is a narrower subset of the broader fix in 68819." + }, + { + "left": "pull_request:68071", + "right": "pull_request:68093", + "accept": true, + "reason": "Same single-section config view header duplication issue; both modify the same render path for the same UI fix." + }, + { + "left": "pull_request:66063", + "right": "pull_request:66310", + "accept": true, + "reason": "Same cron startup state-guard bug for legacy jobs missing state; 66310 is the direct defensive follow-up to 66063." + }, + { + "left": "pull_request:67910", + "right": "pull_request:67923", + "accept": true, + "reason": "Both target the same memory-status dreaming-state rendering path and look like overlapping fixes for the same status display bug." + }, + { + "left": "pull_request:65895", + "right": "pull_request:65938", + "accept": true, + "reason": "Same docs update to add Bedrock Mantle to the provider index/model pages." + }, + { + "left": "pull_request:66067", + "right": "pull_request:66322", + "accept": true, + "reason": "Same TUI thinking-fragment formatting bug in the same formatter; both adjust whitespace/paragraph handling for the same output path." + }, + { + "left": "pull_request:66696", + "right": "pull_request:66753", + "accept": true, + "reason": "Both fix Corepack-managed pnpm support in pre-commit tooling and address the same execution path." + }, + { + "left": "pull_request:68106", + "right": "pull_request:68132", + "accept": true, + "reason": "Same Lobster workflow path error handling bug; 68132 is the fuller version of the same fix." + }, + { + "left": "pull_request:63871", + "right": "pull_request:64375", + "accept": true, + "reason": "Same deleteAfterRun cron behavior bug; 64375 just broadens the schedule kinds covered by the same fix." + }, + { + "left": "pull_request:68817", + "right": "pull_request:68849", + "accept": true, + "reason": "Same Windows .cmd shim allowlist change for CLI tools; 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not the same underlying change." + }, + { + "left": "pull_request:62238", + "right": "pull_request:66294", + "accept": false, + "reason": "Shared UI files do not imply the same bug; one is app/fork setup, the other is a keyboard layout fix." + }, + { + "left": "pull_request:66294", + "right": "pull_request:66960", + "accept": false, + "reason": "No concrete overlap beyond both being repository maintenance changes." + }, + { + "left": "pull_request:65205", + "right": "pull_request:67804", + "accept": false, + "reason": "Discord Activities support and Android build workflow are unrelated." + }, + { + "left": "pull_request:67948", + "right": "pull_request:68339", + "accept": false, + "reason": "Provider onboarding/docs PRs, but they target different providers and different features." + }, + { + "left": "pull_request:65205", + "right": "pull_request:68235", + "accept": false, + "reason": "Discord canvas support and exec-approval behavior are unrelated." + }, + { + "left": "pull_request:67451", + "right": "pull_request:68339", + "accept": false, + "reason": "WhatsApp target normalization and NVIDIA onboarding/docs do not fix the same problem." + }, + { + "left": "pull_request:68235", + "right": "pull_request:68339", + "accept": false, + "reason": "Exec approval routing and NVIDIA provider onboarding are unrelated." + }, + { + "left": "pull_request:63338", + "right": "pull_request:67451", + "accept": false, + "reason": "TTS overrides across Feishu/auto-reply code and WhatsApp target normalization are different change sets." + }, + { + "left": "pull_request:68339", + "right": "pull_request:68693", + "accept": false, + "reason": "Provider onboarding/docs versus memory search docs; no shared code change." + }, + { + "left": "pull_request:65606", + "right": "pull_request:67447", + "accept": false, + "reason": "QQBot gateway recovery and agent context injection are unrelated bugs." + }, + { + "left": "pull_request:64864", + "right": "pull_request:67536", + "accept": true, + "reason": "Same Slack subagent completion/thread-routing fix, touching the same code files and concrete delivery path; these are effectively duplicate implementations." + }, + { + "left": "pull_request:64996", + "right": "pull_request:67451", + "accept": false, + "reason": "Both mention WhatsApp group handling, but one is group listener access control and the other is target normalization; different bugs." + }, + { + "left": "pull_request:36050", + "right": "pull_request:36420", + "accept": false, + "reason": "Both are empty-string normalization fixes, but they apply to different parameter pipelines and concrete failure modes." + }, + { + "left": "pull_request:64996", + "right": "pull_request:68808", + "accept": false, + "reason": "WhatsApp group access-control fix and a broad media-support/custom-build PR are not the same change." + }, + { + "left": "pull_request:62238", + "right": "pull_request:68681", + "accept": false, + "reason": "Different repository areas and bug classes; only superficial broad-PR similarity." + }, + { + "left": "pull_request:66960", + "right": "pull_request:68681", + "accept": false, + "reason": "Lockfile/dependency update versus dreaming cleanup warning suppression are unrelated." + }, + { + "left": "pull_request:64996", + "right": "pull_request:68693", + "accept": false, + "reason": "WhatsApp group access control and memory-search documentation are unrelated." + }, + { + "left": "pull_request:64996", + "right": "pull_request:67842", + "accept": false, + "reason": "WhatsApp inbound group listener behavior and message-tool wording/monitoring are different fixes." + }, + { + "left": "pull_request:64996", + "right": "pull_request:68235", + "accept": false, + "reason": "Different subsystems and failure paths; not a duplicate." + }, + { + "left": "pull_request:64355", + "right": "pull_request:66385", + "accept": false, + "reason": "Campfire channel integration and allowExternalSkillsIn config are unrelated feature work." + }, + { + "left": "pull_request:64310", + "right": "pull_request:67623", + "accept": false, + "reason": "Audit script cleanup and sandbox backend registry scoping are different utility changes." + }, + { + "left": "pull_request:64355", + "right": "pull_request:68693", + "accept": false, + "reason": "Channel integration versus documentation update; not the same underlying bug/change." + }, + { + "left": "pull_request:64355", + "right": "pull_request:64996", + "accept": false, + "reason": "Different channels and code paths: Campfire integration versus WhatsApp listener access control." + }, + { + "left": "pull_request:64355", + "right": "pull_request:68802", + "accept": false, + "reason": "Campfire integration and Chinese documentation translation are unrelated." + }, + { + "left": "pull_request:64355", + "right": "pull_request:68808", + "accept": false, + "reason": "Campfire channel integration and broad media-support custom build are not the same change." + }, + { + "left": "pull_request:66385", + "right": "pull_request:68345", + "accept": false, + "reason": "Skills config and language-page hard-coding are unrelated." + }, + { + "left": "pull_request:64355", + "right": "pull_request:67804", + "accept": false, + "reason": "Different feature areas; one is a channel plugin, the other an Android workflow." + }, + { + "left": "pull_request:62238", + "right": "pull_request:66385", + "accept": false, + "reason": "Broad custom fork/docs work versus skills config work; no duplicate evidence." + }, + { + "left": "pull_request:66385", + "right": "pull_request:66960", + "accept": false, + "reason": "Skills config change and dependency bump are unrelated." + }, + { + "left": "pull_request:64310", + "right": "pull_request:68345", + "accept": false, + "reason": "Audit script refactor and locale hard-coding are not the same underlying change." + }, + { + "left": "pull_request:62238", + "right": "pull_request:64310", + "accept": false, + "reason": "Large custom fork PR and script refactor do not share a concrete bug or implementation." + }, + { + "left": "pull_request:64310", + "right": "pull_request:66960", + "accept": false, + "reason": "Different files and purposes; no duplicate relationship." + }, + { + "left": "pull_request:64310", + "right": "pull_request:67657", + "accept": false, + "reason": "Audit script cleanup and Yuanbo integration are unrelated." + }, + { + "left": "pull_request:66457", + "right": "pull_request:67535", + "accept": false, + "reason": "Log rotation implementation and a CLI downgrade-message tweak are different changes." + }, + { + "left": "pull_request:53348", + "right": "pull_request:53561", + "accept": false, + "reason": "Provider/docs merge and gateway handshake timeout fix are unrelated." + }, + { + "left": "pull_request:53280", + "right": "pull_request:53348", + "accept": false, + "reason": "Both are broad/repo-wide, but they change different areas and are not the same bug or feature." + }, + { + "left": "pull_request:37561", + "right": "pull_request:54040", + "accept": false, + "reason": "A type-import fix and web-search cache localization are different code paths." + }, + { + "left": "pull_request:37561", + "right": "pull_request:53420", + "accept": false, + "reason": "Different fixes in different modules; no same underlying bug." + }, + { + "left": "pull_request:37561", + "right": "pull_request:53711", + "accept": false, + "reason": "Type import correction versus Discord REST proxying are unrelated." + }, + { + "left": "pull_request:37561", + "right": "pull_request:53603", + "accept": false, + "reason": "Different behavior and code paths; not a duplicate." + }, + { + "left": "pull_request:37561", + "right": "pull_request:53561", + "accept": false, + "reason": "Import/type fix and gateway handshake timeout fix are unrelated." + }, + { + "left": "pull_request:53420", + "right": "pull_request:54040", + "accept": false, + "reason": "Media file mode normalization and web-search cache storage are different subsystems." + }, + { + "left": "pull_request:53711", + "right": "pull_request:54040", + "accept": false, + "reason": "Discord REST proxy wiring and web-search cache localization are unrelated." + }, + { + "left": "pull_request:53603", + "right": "pull_request:54040", + "accept": false, + "reason": "Provider capability tests and cache localization are not the same change." + }, + { + "left": "pull_request:53561", + "right": "pull_request:54040", + "accept": false, + "reason": "Handshake timeout behavior and cache localization are unrelated." + }, + { + "left": "pull_request:53420", + "right": "pull_request:53711", + "accept": false, + "reason": "Media rename/chmod fix and Discord proxy wiring are unrelated." + }, + { + "left": "pull_request:53603", + "right": "pull_request:53711", + "accept": false, + "reason": "Provider capability logic and Discord REST proxying do not share a concrete bug." + }, + { + "left": "pull_request:53420", + "right": "pull_request:53603", + "accept": false, + "reason": "Media file permissions and provider capability defaults are unrelated." + }, + { + "left": "pull_request:53561", + "right": "pull_request:54040", + "accept": false, + "reason": "Handshake timeout and shared-cache localization are different issues." + }, + { + "left": "pull_request:53280", + "right": "pull_request:53499", + "accept": false, + "reason": "Both are custom fork/community-style PRs, but their actual changes and goals differ." + }, + { + "left": "pull_request:53280", + "right": "pull_request:53885", + "accept": false, + "reason": "Different areas of the repo and unrelated change sets." + }, + { + "left": "pull_request:53280", + "right": "pull_request:53972", + "accept": false, + "reason": "Custom mainline bundle versus Android build workflow; not the same change." + }, + { + "left": "pull_request:37561", + "right": "pull_request:53280", + "accept": false, + "reason": "Type import fix and large custom fork bundle are unrelated." + }, + { + "left": "pull_request:37561", + "right": "pull_request:53499", + "accept": false, + "reason": "Type import fix and Chinese README addition are unrelated." + }, + { + "left": "pull_request:37561", + "right": "pull_request:53348", + "accept": false, + "reason": "Type import fix and provider merge/docs update are unrelated." + }, + { + "left": "pull_request:37561", + "right": "pull_request:53885", + "accept": false, + "reason": "Type import fix and the large custom media/tts bundle are unrelated." + }, + { + "left": "pull_request:37561", + "right": "pull_request:53972", + "accept": false, + "reason": "Type import fix and Android build workflow are unrelated." + }, + { + "left": "pull_request:53348", + "right": "pull_request:53499", + "accept": false, + "reason": "Different documentation/feature changes; not the same underlying bug." + }, + { + "left": "pull_request:53499", + "right": "pull_request:53885", + "accept": false, + "reason": "README localization and media/tts custom bundle are unrelated." + }, + { + "left": "pull_request:53499", + "right": "pull_request:53972", + "accept": false, + "reason": "README addition and Android workflow are not duplicates." + }, + { + "left": "pull_request:53348", + "right": "pull_request:53885", + "accept": false, + "reason": "Provider docs/labeling and large media/tts custom bundle are unrelated." + }, + { + "left": "pull_request:66960", + "right": "pull_request:67804", + "accept": false, + "reason": "Dependency bump and Android debug APK workflow are unrelated." + }, + { + "left": "pull_request:62238", + "right": "pull_request:53420", + "accept": false, + "reason": "Large custom setup/docs PR and media file chmod fix are different changes." + }, + { + "left": "pull_request:62238", + "right": "pull_request:53711", + "accept": false, + "reason": "Custom fork/docs bundle and Discord proxy fix are unrelated." + }, + { + "left": "pull_request:62238", + "right": "pull_request:68802", + "accept": false, + "reason": "Custom fork/docs bundle and translation-only PR are unrelated." + }, + { + "left": "pull_request:66294", + "right": "pull_request:68235", + "accept": false, + "reason": "Keyboard layout fix and exec-approval behavior fix are unrelated." + }, + { + "left": "pull_request:67326", + "right": "pull_request:67842", + "accept": false, + "reason": "Media auth headers and message-tool wording are unrelated." + }, + { + "left": "pull_request:64996", + "right": "pull_request:67451", + "accept": false, + "reason": "Group allowlist handling and group-prefix normalization are adjacent but distinct bugs; not the same concrete fix." + }, + { + "left": "pull_request:66385", + "right": "pull_request:68339", + "accept": false, + "reason": "Skills config and NVIDIA provider onboarding are unrelated." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 2, + "component_count": 124, + "review_unit_index": 46, + "review_unit_count": 46, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-18915-528", + "nodes": [ + "pull_request:53280", + "pull_request:53348", + "pull_request:53499", + "pull_request:53711", + "pull_request:53885", + "pull_request:53972", + "pull_request:54040" + ], + "soft_pairs": [ + "pull_request:53348|pull_request:53972", + "pull_request:53280|pull_request:54040", + "pull_request:53499|pull_request:54040", + "pull_request:53348|pull_request:54040", + "pull_request:53885|pull_request:54040", + "pull_request:53280|pull_request:53711" + ], + "prepared_review_unit_hash": "71e8b2acf48781c68cc15273543dfb876522c8410ebd28156a3664708567d842", + "component_budget": { + "node_count": 528, + "item_count": 528, + "soft_pair_count": 1438, + "serialized_chars": 1672259, + "estimated_input_tokens": 418065, + "estimated_eval_tokens": 836386 + }, + "budget": { + "node_count": 7, + "item_count": 7, + "soft_pair_count": 6, + "serialized_chars": 17747, + "estimated_input_tokens": 4437, + "estimated_eval_tokens": 9130 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This is a noisy cluster of unrelated pull requests: compatibility/runtime plumbing, DeepSeek docs/labels, Chinese README, Discord proxy handling, Android CI, and web-search cache hardening. None look like the same underlying bug or change, so there is no duplicate canonical to consolidate.", + "confidence": 0.97, + "canonical_issue_reason": null, + "canonical_pr_reason": "No single underlying PR/change emerges from the cluster; the candidates span different subsystems and unrelated goals, so there is no safe canonical PR.", + "best_issue_reason": null, + "best_pr_reason": "No PR is a good cluster representative because the cluster is not a true duplicate set; the safest choice is to leave it uncannonicalized.", + "soft_edge_verdicts": [ + { + "left": "pull_request:53348", + "right": "pull_request:53972", + "accept": false, + "reason": "Different changes: DeepSeek provider docs/labeling vs Android GitHub Actions build workflow. No shared code path or bug fix." + }, + { + "left": "pull_request:53280", + "right": "pull_request:54040", + "accept": false, + "reason": "Unrelated scopes: control-plane/runtime compatibility plumbing vs web-search cache localization. Different modules and problems." + }, + { + "left": "pull_request:53499", + "right": "pull_request:54040", + "accept": false, + "reason": "README translation/content-only PR versus web-search cache implementation change. Not the same underlying change." + }, + { + "left": "pull_request:53348", + "right": "pull_request:54040", + "accept": false, + "reason": "DeepSeek provider/docs update is unrelated to web-search cache hardening; no common concrete code-path problem." + }, + { + "left": "pull_request:53885", + "right": "pull_request:54040", + "accept": false, + "reason": "Broad multi-file PR about Sophia/Docker/docs/matrix/prompt-observer changes, not the same as a web-search cache fix." + }, + { + "left": "pull_request:53280", + "right": "pull_request:53711", + "accept": false, + "reason": "Control-plane compatibility/runtime integration and Discord proxy wiring are different features in different subsystems." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 3, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-33915-3", + "nodes": [ + "pull_request:33915", + "pull_request:39206", + "pull_request:39207" + ], + "soft_pairs": [ + "pull_request:33915|pull_request:39206", + "pull_request:33915|pull_request:39207", + "pull_request:39206|pull_request:39207" + ], + "prepared_review_unit_hash": "f9bc731066f7ac59683efb73db692096f67c3e4f417e47b713c742d9de4e4f28", + "component_budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 3, + "serialized_chars": 8358, + "estimated_input_tokens": 2090, + "estimated_eval_tokens": 4436 + }, + "budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 3, + "serialized_chars": 8358, + "estimated_input_tokens": 2090, + "estimated_eval_tokens": 4436 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These PRs are related hook-framework work, but they implement different hook stages and behaviors: observability hooks, LLM-call gating hooks, and response-emission hooks. They are not duplicates of the same underlying change.", + "confidence": 0.97, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": null, + "best_pr_reason": "PR 39206 is the strongest representative of the cluster because it is the most central hook-pipeline change, spanning before/after LLM call behavior and integrating multiple affected call sites and tests.", + "soft_edge_verdicts": [ + { + "left": "pull_request:33915", + "right": "pull_request:39206", + "accept": false, + "reason": "Both touch hook plumbing, but 33915 adds loop/context observability hooks while 39206 adds before/after LLM-call gating and tool filtering. Different code paths and different behavior." + }, + { + "left": "pull_request:33915", + "right": "pull_request:39207", + "accept": false, + "reason": "33915 is about context/loop observability; 39207 is about response-emission/output-policy hooks. Same subsystem, but not the same underlying change." + }, + { + "left": "pull_request:39206", + "right": "pull_request:39207", + "accept": false, + "reason": "Both extend hooks, but one targets LLM-call/tool gating and the other targets assistant response emission. They are separate features and would not be merged as one PR." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 4, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-35832-2", + "nodes": [ + "pull_request:35832", + "pull_request:35866" + ], + "soft_pairs": [ + "pull_request:35832|pull_request:35866" + ], + "prepared_review_unit_hash": "0376d1794550db5f23f8f786357ce07fd5b5e489878f5f7ffd5794050bfd88cb", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4691, + "estimated_input_tokens": 1173, + "estimated_eval_tokens": 2602 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4691, + "estimated_input_tokens": 1173, + "estimated_eval_tokens": 2602 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These are two separate Feishu feature PRs: one adds an urgent/buzz notification tool, the other extends chat operations with announcements and group management. They share the same subsystem but not the same underlying change.", + "confidence": 0.92, + "canonical_issue_reason": null, + "canonical_pr_reason": "PR #35866 is the better canonical representative because it is the broader, more central Feishu chat enhancement and includes schema, implementation, tests, and skill docs.", + "best_issue_reason": null, + "best_pr_reason": "PR #35866 is the strongest overall representative of the cluster since it covers a larger, more complete feature area and is less narrowly scoped than the urgent/buzz tool PR.", + "soft_edge_verdicts": [ + { + "left": "pull_request:35832", + "right": "pull_request:35866", + "accept": false, + "reason": "Different feature work: #35832 adds urgent/buzz notifications, while #35866 adds chat announcements and group management. They do not appear to fix the same code-path problem or be mergeable as one PR." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 5, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-35877-2", + "nodes": [ + "pull_request:35877", + "pull_request:35923" + ], + "soft_pairs": [ + "pull_request:35877|pull_request:35923" + ], + "prepared_review_unit_hash": "307385c8dc630ae580b0f5299bfe3c9bf991e528de69767fba5df21908e6da1e", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 3982, + "estimated_input_tokens": 996, + "estimated_eval_tokens": 2248 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 3982, + "estimated_input_tokens": 996, + "estimated_eval_tokens": 2248 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Both pull requests target the same doctor behavior around stripping unknown config keys in openclaw.json and share the same issue target. PR 35877 is the substantive fix; PR 35923 is a narrow wording tweak on the same code path, so they are close enough to cluster together.", + "confidence": 0.82, + "canonical_issue_reason": null, + "canonical_pr_reason": "PR 35877 is the broader, primary implementation: it adds the warning flow, test coverage, and supporting refactor/export changes needed for the feature. PR 35923 only refines the warning text.", + "best_issue_reason": null, + "best_pr_reason": "PR 35877 best represents the cluster because it contains the actual feature/fix rather than just a messaging follow-up.", + "soft_edge_verdicts": [ + { + "left": "pull_request:35877", + "right": "pull_request:35923", + "accept": true, + "reason": "Same underlying doctor-config unknown-key removal change on the same function path and same issue target; 35923 reads like a follow-up refinement of 35877 rather than a separate bugfix." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet: both PRs target issue #35864, touch the same doctor-config flow, and PR 35923 appears to be a narrow message refinement on top of PR 35877\u2019s broader implementation. The soft-edge acceptance is conservative enough, and the pair looks mergeable as one bugfix PR." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 6, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-36052-2", + "nodes": [ + "pull_request:36052", + "pull_request:36063" + ], + "soft_pairs": [ + "pull_request:36052|pull_request:36063" + ], + "prepared_review_unit_hash": "fb0429b857bc4281b6187155384b2408df5c4c5f9c33efd06e5f5182fea92999", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4287, + "estimated_input_tokens": 1072, + "estimated_eval_tokens": 2400 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4287, + "estimated_input_tokens": 1072, + "estimated_eval_tokens": 2400 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "The two PRs are both input-validation hardening changes, but they target different subsystems and different concrete code paths: Telegram replyToId parsing vs CLI port parsing. They are not duplicates or mergeable into one PR.", + "confidence": 0.97, + "canonical_issue_reason": null, + "canonical_pr_reason": "pull_request:36063 is the cleaner representative of the cluster because it is a focused strict-parsing change in a shared utility with clear validation semantics, whereas 36052 is an unrelated Telegram-specific parser fix.", + "best_issue_reason": null, + "best_pr_reason": "pull_request:36063 is the best overall representative: it has a straightforward, self-contained fix with explicit edge-case coverage and broader utility than the Telegram-specific parser change.", + "soft_edge_verdicts": [ + { + "left": "pull_request:36052", + "right": "pull_request:36063", + "accept": false, + "reason": "Both are about rejecting malformed inputs, but they fix different functions in different domains and code paths; they do not look like the same underlying bug or a single mergeable PR." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 7, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-36086-2", + "nodes": [ + "pull_request:36086", + "pull_request:68850" + ], + "soft_pairs": [ + "pull_request:36086|pull_request:68850" + ], + "prepared_review_unit_hash": "358d26ce06ecd185479784441e94cc18a8f5ab5987d380fc53c955e0badae984", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4460, + "estimated_input_tokens": 1115, + "estimated_eval_tokens": 2486 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4460, + "estimated_input_tokens": 1115, + "estimated_eval_tokens": 2486 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These two PRs are both UI label fixes, but they target different code paths and different bugs: cron job agent display vs. synthetic session selector labels. They should not be deduplicated.", + "confidence": 0.96, + "canonical_issue_reason": null, + "canonical_pr_reason": "No single canonical PR: the changes fix different user-visible issues in different UI areas, so they are not duplicates of the same underlying change.", + "best_issue_reason": null, + "best_pr_reason": "PR #36086 is the better representative of the cluster because it addresses a concrete end-user bug with explicit behavior in the cron jobs list, whereas #68850 is a narrower label-normalization tweak.", + "soft_edge_verdicts": [ + { + "left": "pull_request:36086", + "right": "pull_request:68850", + "accept": false, + "reason": "Different underlying problems and code paths: #36086 shows the effective default agent for cron jobs without agentId, while #68850 cleans synthetic session selector labels. They are both UI polish, but not the same fix and would not plausibly merge into one PR." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 8, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-36345-2", + "nodes": [ + "pull_request:36345", + "pull_request:36509" + ], + "soft_pairs": [ + "pull_request:36345|pull_request:36509" + ], + "prepared_review_unit_hash": "54214db91f3b834bf3f380556f4fc7cdda836889e0163db9c17ceb13a52a2b59", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4221, + "estimated_input_tokens": 1056, + "estimated_eval_tokens": 2368 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4221, + "estimated_input_tokens": 1056, + "estimated_eval_tokens": 2368 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Two open PRs both relate to stale version reporting after global/runtime updates, but they fix different layers of the problem and are not safe to treat as duplicates.", + "confidence": 0.79, + "canonical_issue_reason": null, + "canonical_pr_reason": "PR 36509 is the more direct match to the reported stale-version symptom: it refreshes the service version at gateway startup when wrapper scripts still carry an old baked-in value.", + "best_issue_reason": null, + "best_pr_reason": "PR 36509 is the best representative of the cluster because it targets the concrete runtime path where the wrong version is observed, whereas PR 36345 only changes the generated service environment.", + "soft_edge_verdicts": [ + { + "left": "pull_request:36345", + "right": "pull_request:36509", + "accept": false, + "reason": "Reject: both mention version precedence and the same issue target, but they modify different code paths\u2014service environment generation vs. gateway startup refresh. They are related fixes, not the same concrete change." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 9, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-36351-2", + "nodes": [ + "pull_request:36351", + "pull_request:65333" + ], + "soft_pairs": [ + "pull_request:36351|pull_request:65333" + ], + "prepared_review_unit_hash": "43af06e37705af5fb34d63782b77a401f8bdb49d88d9da7065636211e59773a2", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 3881, + "estimated_input_tokens": 971, + "estimated_eval_tokens": 2198 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 3881, + "estimated_input_tokens": 971, + "estimated_eval_tokens": 2198 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Both PRs touch gateway auth defaults, but they address different code paths: one changes auth resolution defaults, the other tests token persistence during install. They are related, but not the same concrete change.", + "confidence": 0.91, + "canonical_issue_reason": null, + "canonical_pr_reason": "PR #36351 is the cleaner canonical PR because it directly fixes the default gateway auth mode in the core resolver and has an explicit issue target.", + "best_issue_reason": null, + "best_pr_reason": "PR #36351 is the best representative of the cluster since it contains the primary behavior change and is the more direct fix for the default-mode bug.", + "soft_edge_verdicts": [ + { + "left": "pull_request:36351", + "right": "pull_request:65333", + "accept": false, + "reason": "Related gateway-auth work, but the diffs hit different paths: auth resolution vs install-token persistence. That is not enough to treat them as the same underlying change." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 10, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-36616-2", + "nodes": [ + "pull_request:36616", + "pull_request:53784" + ], + "soft_pairs": [ + "pull_request:36616|pull_request:53784" + ], + "prepared_review_unit_hash": "fea862387a13c23d0d2422bb4e2c84c4531d291deca5dba291d33e8e6e0ec1de", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4522, + "estimated_input_tokens": 1131, + "estimated_eval_tokens": 2518 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4522, + "estimated_input_tokens": 1131, + "estimated_eval_tokens": 2518 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "The two Feishu PRs are related to media handling but address different concrete behaviors: one adds media duration extraction for upload API payloads, while the other broadens audio-format recognition/playability and adds tests. They are not duplicates and should not be merged as the same change.", + "confidence": 0.96, + "canonical_issue_reason": null, + "canonical_pr_reason": "No canonical PR as duplicates: PR #36616 is about passing audio/video duration to the upload API, while PR #53784 is about recognizing common audio formats as playable audio messages. Different code-path goals and acceptance criteria.", + "best_issue_reason": null, + "best_pr_reason": "PR #53784 is the stronger representative of the cluster only in the sense that it is more user-facing and includes tests, but it is not a duplicate of #36616. If one must be highlighted, #53784 is the more specific feature/change.", + "soft_edge_verdicts": [ + { + "left": "pull_request:36616", + "right": "pull_request:53784", + "accept": false, + "reason": "Different underlying changes: #36616 extracts and forwards duration metadata for uploads; #53784 changes audio format detection/playability for common codecs. Shared files and subsystem are not enough to treat them as the same PR." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 11, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-36619-2", + "nodes": [ + "pull_request:36619", + "pull_request:36629" + ], + "soft_pairs": [ + "pull_request:36619|pull_request:36629" + ], + "prepared_review_unit_hash": "66cb5c96865aa70d6554c93798162ba9f06f5b9748c266a19d20d750f5803029", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4375, + "estimated_input_tokens": 1094, + "estimated_eval_tokens": 2444 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4375, + "estimated_input_tokens": 1094, + "estimated_eval_tokens": 2444 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Two open PRs appear to address the same session-maintenance bug: stale `.deleted` archived files not being cleaned up consistently. PR 36629 is the broader, more complete fix; PR 36619 is a narrower subset focused on the store path.", + "confidence": 0.74, + "canonical_issue_reason": null, + "canonical_pr_reason": "36629 is the better canonical PR because it implements the cleanup fix across both the store maintenance path and the cron session reaper, making it the more complete representation of the underlying bug.", + "best_issue_reason": null, + "best_pr_reason": "36629 best represents the cluster because it covers the same `.deleted`-file cleanup problem while also fixing the additional session-reaper code path, so it is the most complete candidate.", + "soft_edge_verdicts": [ + { + "left": "pull_request:36619", + "right": "pull_request:36629", + "accept": true, + "reason": "Both PRs target the same underlying bug: old `.deleted` session artifacts not being pruned during maintenance. They touch the same cleanup call in `src/config/sessions/store.ts`, and 36629 extends the same fix to the cron reaper, so they are close enough to treat as the same change cluster." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 12, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-36630-2", + "nodes": [ + "pull_request:36630", + "pull_request:56791" + ], + "soft_pairs": [ + "pull_request:36630|pull_request:56791" + ], + "prepared_review_unit_hash": "9007451dd54b2b63c39345f39c4c177a7b0140e495e39dca3c09acad87d8366d", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 5543, + "estimated_input_tokens": 1386, + "estimated_eval_tokens": 3028 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 5543, + "estimated_input_tokens": 1386, + "estimated_eval_tokens": 3028 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These PRs are related to Signal quote/ reply handling, but they address different sides of the flow: one implements bidirectional quote-reply support broadly, while the other forwards quote metadata into agent context. They are not the same concrete change.", + "confidence": 0.88, + "canonical_issue_reason": null, + "canonical_pr_reason": "pull_request:36630 is the better canonical PR candidate because it is the broader, user-visible change and includes the actual reply/quote delivery path rather than only metadata plumbing.", + "best_issue_reason": null, + "best_pr_reason": "pull_request:36630 is the strongest representative of the cluster since it covers the larger end-to-end fix across reply delivery and quote behavior, whereas pull_request:56791 is a narrower context-forwarding change.", + "soft_edge_verdicts": [ + { + "left": "pull_request:36630", + "right": "pull_request:56791", + "accept": false, + "reason": "They share Signal quote-related files, but 36630 implements bidirectional quote-reply support across delivery paths, while 56791 only forwards quote metadata to agent context. Different code-path problems, not mergeable as one PR." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 13, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-36909-2", + "nodes": [ + "pull_request:36909", + "pull_request:68491" + ], + "soft_pairs": [ + "pull_request:36909|pull_request:68491" + ], + "prepared_review_unit_hash": "ccb5e784871786493a09412f2ef3ab97719d13436fb334ad0115a9643c19def1", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4093, + "estimated_input_tokens": 1024, + "estimated_eval_tokens": 2304 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4093, + "estimated_input_tokens": 1024, + "estimated_eval_tokens": 2304 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Two Feishu reply-dispatcher PRs both touch duplicate delivery handling, but they address different failure modes: one prevents extra streaming cards for multiple final payloads, the other suppresses a redundant post-close message delivery. Similar area, not the same concrete fix.", + "confidence": 0.84, + "canonical_issue_reason": null, + "canonical_pr_reason": "PR #68491 is the more specific, issue-linked fix: it directly targets the duplicate message after streaming-card close and includes the corrective state tracking in reply-dispatcher.ts.", + "best_issue_reason": null, + "best_pr_reason": "PR #68491 is the best representative of the cluster because it has an explicit issue target and a narrowly described bug fix; PR #36909 is broader and appears to cover a different duplicate-card scenario.", + "soft_edge_verdicts": [ + { + "left": "pull_request:36909", + "right": "pull_request:68491", + "accept": false, + "reason": "Both are in the same Feishu reply dispatcher, but #36909 prevents duplicate streaming cards for multi-payload final replies while #68491 prevents a redundant message after the streaming card is closed. Related, but not the same concrete bug or mergeable change." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 14, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-36999-2", + "nodes": [ + "pull_request:36999", + "pull_request:37127" + ], + "soft_pairs": [ + "pull_request:36999|pull_request:37127" + ], + "prepared_review_unit_hash": "458b265590f4173aef8cf7623cc26cd9a6b001a421cac0e75287729ec2c0992d", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 3994, + "estimated_input_tokens": 999, + "estimated_eval_tokens": 2254 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 3994, + "estimated_input_tokens": 999, + "estimated_eval_tokens": 2254 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Both PRs remove the broken Xfinity/SSL troubleshooting link in the FAQ; PR #37127 is the broader fix because it updates both English and Chinese docs and references the tracking issue.", + "confidence": 0.91, + "canonical_issue_reason": null, + "canonical_pr_reason": "PR #37127 is the most complete representative: it fixes the broken FAQ link in the main English doc and also applies the same cleanup to the Chinese translation.", + "best_issue_reason": null, + "best_pr_reason": "PR #37127 is the best overall PR because it covers the same broken-link fix plus the localized docs update, making it the most comprehensive version of the change.", + "soft_edge_verdicts": [ + { + "left": "pull_request:36999", + "right": "pull_request:37127", + "accept": true, + "reason": "Same underlying docs bug: removing the broken Xfinity SSL troubleshooting link from the FAQ. The second PR includes the same English edit plus a Chinese translation update, so they are closely related and could plausibly be consolidated." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet: both PRs remove the same broken FAQ link, and PR #37127 also updates the Chinese translation. The soft-edge verdict is conservative because it only says the changes could plausibly be consolidated into one PR for the same docs bugfix. No overstatement detected." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 15, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-37034-2", + "nodes": [ + "pull_request:37034", + "pull_request:53400" + ], + "soft_pairs": [ + "pull_request:37034|pull_request:53400" + ], + "prepared_review_unit_hash": "1cafe09e9e23f9de7350831ec4f576a43475b78f195e0cfbbc8f3defaeb8fbe9", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4130, + "estimated_input_tokens": 1033, + "estimated_eval_tokens": 2322 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4130, + "estimated_input_tokens": 1033, + "estimated_eval_tokens": 2322 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These are both zh-CN localization PRs, but they fix different translation gaps. PR 37034 adds cron-specific keys, while PR 53400 adds a broader set of missing translations and also touches an unrelated Telegram test.", + "confidence": 0.92, + "canonical_issue_reason": null, + "canonical_pr_reason": "PR 53400 is the broader and more representative zh-CN translation update; it covers the locale file plus additional translation work, whereas 37034 is a smaller cron-only patch.", + "best_issue_reason": null, + "best_pr_reason": "PR 53400 is the best representative of the cluster because it is the more complete localization-related change and is not limited to a single cron subsection.", + "soft_edge_verdicts": [ + { + "left": "pull_request:37034", + "right": "pull_request:53400", + "accept": false, + "reason": "Same locale file, but the concrete changes are different: 37034 adds cron labels, while 53400 adds other missing translations and a Telegram test. They are not the same underlying change and would not plausibly be merged as one PR." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 16, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-37055-3", + "nodes": [ + "pull_request:37055", + "pull_request:66355", + "pull_request:68702" + ], + "soft_pairs": [ + "pull_request:37055|pull_request:66355", + "pull_request:37055|pull_request:68702" + ], + "prepared_review_unit_hash": "234a6cc1a070803fa7b3fa293359fde8f569a7f48a620a90f9cc66ddf258ac32", + "component_budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 7561, + "estimated_input_tokens": 1891, + "estimated_eval_tokens": 4038 + }, + "budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 7561, + "estimated_input_tokens": 1891, + "estimated_eval_tokens": 4038 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "All three PRs are docker-adjacent but they fix different problems: gateway startup/origin config, qa-lab bootstrap/security plumbing, and host.docker.internal support for local providers. None of the soft pairs looks like the same underlying change.", + "confidence": 0.96, + "canonical_issue_reason": null, + "canonical_pr_reason": "No clear canonical PR for the cluster as a whole. PR #68702 is the cleanest focused change because it has an explicit issue target and a single docker-networking goal; the others are broader or solve different code paths.", + "best_issue_reason": null, + "best_pr_reason": "PR #68702 is the best representative artifact: it is narrowly scoped, explicitly targets #68684, and the diff coherently updates docker-compose plus docs for one concrete docker connectivity bug.", + "soft_edge_verdicts": [ + { + "left": "pull_request:37055", + "right": "pull_request:66355", + "accept": false, + "reason": "Different underlying bugs and areas: gateway unconfigured/origin startup handling versus qa-lab token/bootstrap and loopback port binding. Too broad and unrelated to merge as one PR." + }, + { + "left": "pull_request:37055", + "right": "pull_request:68702", + "accept": false, + "reason": "Both touch docker-compose/docs, but one fixes gateway control UI allowlist/startup behavior while the other enables host.docker.internal for host-local AI providers. Same files, different concrete problems." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 17, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-37377-2", + "nodes": [ + "pull_request:37377", + "pull_request:68495" + ], + "soft_pairs": [ + "pull_request:37377|pull_request:68495" + ], + "prepared_review_unit_hash": "816403e343a1d09bf643b8cbd3a97c45ad158eba250d8fb759e4a8e21be8564a", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4731, + "estimated_input_tokens": 1183, + "estimated_eval_tokens": 2622 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4731, + "estimated_input_tokens": 1183, + "estimated_eval_tokens": 2622 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Both PRs implement the same core feature: deterministic skill/slash-command dispatch via a `command-exec`/`command-dispatch: exec` path. The later PR is broader and appears to subsume the earlier one rather than being a separate change.", + "confidence": 0.81, + "canonical_issue_reason": null, + "canonical_pr_reason": "PR #68495 is the more complete implementation of the exec-dispatch feature, with broader integration and tests; it reads like the superseding patch.", + "best_issue_reason": null, + "best_pr_reason": "PR #68495 is the best representative because it covers the full exec-dispatch behavior and surrounding integrations, while #37377 looks like an earlier partial version of the same change.", + "soft_edge_verdicts": [ + { + "left": "pull_request:37377", + "right": "pull_request:68495", + "accept": true, + "reason": "Same underlying feature: add deterministic `command-exec`/exec dispatch for skills. The file overlap in `types.ts`, `workspace.ts`, and reply-handling code suggests one cohesive change that could plausibly be merged as a single PR." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet: both PRs touch the same skills dispatch path, share key files (`types.ts`, `workspace.ts`, `get-reply-inline-actions.ts`), and the later PR explicitly describes `command-dispatch: exec` with `command-exec`. The wording stays reasonably cautious about the later PR superseding the earlier one." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 18, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-37549-8", + "nodes": [ + "pull_request:37549", + "pull_request:62415", + "pull_request:62481", + "pull_request:62482", + "pull_request:65804", + "pull_request:67203", + "pull_request:67206", + "pull_request:67292" + ], + "soft_pairs": [ + "pull_request:37549|pull_request:67206", + "pull_request:37549|pull_request:62482", + "pull_request:37549|pull_request:62415", + "pull_request:37549|pull_request:65804", + "pull_request:62415|pull_request:67206", + "pull_request:62415|pull_request:62482", + "pull_request:62415|pull_request:65804", + "pull_request:62481|pull_request:62482", + "pull_request:65804|pull_request:67206", + "pull_request:67203|pull_request:67292", + "pull_request:67206|pull_request:67292" + ], + "prepared_review_unit_hash": "269478f3c813ea68c7139d36fa25df01a83c757c0a2da7f7536fcfbc7fbfb238", + "component_budget": { + "node_count": 8, + "item_count": 8, + "soft_pair_count": 11, + "serialized_chars": 20830, + "estimated_input_tokens": 5208, + "estimated_eval_tokens": 10672 + }, + "budget": { + "node_count": 8, + "item_count": 8, + "soft_pair_count": 11, + "serialized_chars": 20830, + "estimated_input_tokens": 5208, + "estimated_eval_tokens": 10672 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "This set splits into two real duplicate families: logging subsystem logger rotation/invalidation, and Mistral reasoning_content parsing in openai transport. I\u2019d dedupe within each family, but keep the logging family separate from the Mistral change.", + "confidence": 0.78, + "canonical_issue_reason": null, + "canonical_pr_reason": "PR 67206 is the strongest canonical representative for the logging family: it directly fixes subsystem file loggers being invalidated when the parent logger is rebuilt, and it includes focused regression coverage. The other logging PRs look like iterations on the same stale-child-logger bug.", + "best_issue_reason": null, + "best_pr_reason": "PR 67206 is the best single anchor for the cluster because it is the clearest end-to-end fix in the largest duplicate family, with the most explicit behavior and test coverage.", + "soft_edge_verdicts": [ + { + "left": "pull_request:37549", + "right": "pull_request:67206", + "accept": true, + "reason": "Same underlying logging-rotation bug: subsystem loggers must refresh when the parent logger is rebuilt/rotated." + }, + { + "left": "pull_request:37549", + "right": "pull_request:62482", + "accept": true, + "reason": "Both address the same stale subsystem file logger problem during log rollover/rotation." + }, + { + "left": "pull_request:37549", + "right": "pull_request:62415", + "accept": true, + "reason": "Same code-path fix for subsystem file logger refresh after parent/date-roll rebuild." + }, + { + "left": "pull_request:37549", + "right": "pull_request:65804", + "accept": true, + "reason": "Same stale SubsystemLogger child-on-rotation bug, just expressed with a slightly different implementation." + }, + { + "left": "pull_request:62415", + "right": "pull_request:67206", + "accept": true, + "reason": "Both fix the same subsystem logger invalidation problem after parent logger rebuilds." + }, + { + "left": "pull_request:62415", + "right": "pull_request:62482", + "accept": true, + "reason": "Same daily rollover/subsystem file logger refresh bug in the logging subsystem." + }, + { + "left": "pull_request:62415", + "right": "pull_request:65804", + "accept": true, + "reason": "Same rolling log rotation issue; both refresh the subsystem file child logger on rebuild." + }, + { + "left": "pull_request:62481", + "right": "pull_request:62482", + "accept": false, + "reason": "These are different problems: model-catalog phantom provider grouping vs logging rollover refresh." + }, + { + "left": "pull_request:65804", + "right": "pull_request:67206", + "accept": true, + "reason": "Same logger-cache invalidation fix for subsystem file loggers when the parent logger changes." + }, + { + "left": "pull_request:67203", + "right": "pull_request:67292", + "accept": true, + "reason": "Both target the same Mistral reasoning_content/non-string delta parsing bug in openai-transport-stream." + }, + { + "left": "pull_request:67206", + "right": "pull_request:67292", + "accept": false, + "reason": "They touch unrelated code paths: logging rotation invalidation vs Mistral stream parsing; shared issue metadata is not enough." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The clustering is grounded in the packet: the logging PRs coherently form one duplicate family around subsystem logger refresh/rotation, and 67203/67292 coherently form the separate Mistral reasoning_content parsing family. The false negative on 62481 vs 62482 is conservative and supported by the differing problem statements, and the accepted soft edges stay within the evidence shown." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 19, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-37576-6", + "nodes": [ + "pull_request:37576", + "pull_request:53336", + "pull_request:53707", + "pull_request:64600", + "pull_request:66515", + "pull_request:67556" + ], + "soft_pairs": [ + "pull_request:37576|pull_request:53336", + "pull_request:37576|pull_request:53707", + "pull_request:37576|pull_request:67556", + "pull_request:53336|pull_request:53707", + "pull_request:53336|pull_request:67556", + "pull_request:53336|pull_request:66515", + "pull_request:53336|pull_request:64600", + "pull_request:53707|pull_request:67556" + ], + "prepared_review_unit_hash": "877a35a2ea85d0369f068e511cf8ef98f1cbda5677a73ac6297273f260827ed1", + "component_budget": { + "node_count": 6, + "item_count": 6, + "soft_pair_count": 8, + "serialized_chars": 18976, + "estimated_input_tokens": 4744, + "estimated_eval_tokens": 9744 + }, + "budget": { + "node_count": 6, + "item_count": 6, + "soft_pair_count": 8, + "serialized_chars": 18976, + "estimated_input_tokens": 4744, + "estimated_eval_tokens": 9744 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These PRs are separate provider-integration features (DeepInfra, HexaClaw, Novita, Servepath, Yandex, Nebius). They share similar boilerplate and generated registry updates, but they do not fix the same bug or implement the same change.", + "confidence": 0.97, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": null, + "best_pr_reason": "No single PR is a valid canonical representative: each targets a different provider and code path, so they are not mergeable as one change.", + "soft_edge_verdicts": [ + { + "left": "pull_request:37576", + "right": "pull_request:53336", + "accept": false, + "reason": "Different providers and implementations: DeepInfra vs HexaClaw. Similar onboarding/registry plumbing only." + }, + { + "left": "pull_request:37576", + "right": "pull_request:53707", + "accept": false, + "reason": "Different provider integrations: DeepInfra vs Novita. Shared provider-bundling patterns are not enough to treat as duplicates." + }, + { + "left": "pull_request:37576", + "right": "pull_request:67556", + "accept": false, + "reason": "Different provider integrations: DeepInfra vs Nebius. They do not address the same concrete code path." + }, + { + "left": "pull_request:53336", + "right": "pull_request:53707", + "accept": false, + "reason": "Both add bundled providers, but HexaClaw and Novita are distinct plugins with different catalogs and onboarding flows." + }, + { + "left": "pull_request:53336", + "right": "pull_request:64600", + "accept": false, + "reason": "Different providers and surfaces: HexaClaw plugin vs Servepath provider. Shared generated metadata changes are incidental." + }, + { + "left": "pull_request:53336", + "right": "pull_request:66515", + "accept": false, + "reason": "Different providers: HexaClaw vs Yandex. Same broad subsystem, but not the same underlying feature." + }, + { + "left": "pull_request:53336", + "right": "pull_request:67556", + "accept": false, + "reason": "Different providers and code paths: HexaClaw plugin vs Nebius provider. Not mergeable as one PR." + }, + { + "left": "pull_request:53707", + "right": "pull_request:67556", + "accept": false, + "reason": "Different providers: Novita vs Nebius. Similar provider-registration scaffolding does not indicate duplicate change." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 20, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-42637-2", + "nodes": [ + "pull_request:42637", + "pull_request:42669" + ], + "soft_pairs": [ + "pull_request:42637|pull_request:42669" + ], + "prepared_review_unit_hash": "4c036f735d2fd5602502faa1867fc75155c91880b8e2128f493343f0a39e1a65", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 7341, + "estimated_input_tokens": 1836, + "estimated_eval_tokens": 3928 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 7341, + "estimated_input_tokens": 1836, + "estimated_eval_tokens": 3928 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These two PRs overlap heavily in Slack monitor prompt-building files, but their stated goals differ: one fixes truncated prompt skill names, the other adds prompt-ordering config. Shared refactor area alone is not enough to treat them as duplicates.", + "confidence": 0.91, + "canonical_issue_reason": null, + "canonical_pr_reason": "PR #42669 is the broader, more central change in the shared Slack monitor prompt path and is the better representative of the cluster; #42637 looks like a narrower bug fix riding the same refactor surface.", + "best_issue_reason": null, + "best_pr_reason": "PR #42669 is the best representative because it appears to introduce the main feature work and shared infrastructure changes, whereas #42637 is a narrower follow-on fix.", + "soft_edge_verdicts": [ + { + "left": "pull_request:42637", + "right": "pull_request:42669", + "accept": false, + "reason": "Do not merge as duplicates: the titles and likely outcomes differ (truncated skill-name bug fix vs prompt-ordering feature). They share files because both touch the same Slack prompt assembly refactor, but they do not look like the same concrete code-path problem and would not naturally be one PR." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 21, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-50200-2", + "nodes": [ + "pull_request:50200", + "pull_request:64184" + ], + "soft_pairs": [ + "pull_request:50200|pull_request:64184" + ], + "prepared_review_unit_hash": "6189db12a2aa5e0801061d22889cd9317ec087644e7eb737146c3beb83e6175f", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4790, + "estimated_input_tokens": 1198, + "estimated_eval_tokens": 2652 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4790, + "estimated_input_tokens": 1198, + "estimated_eval_tokens": 2652 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Both PRs are Slack-media related, but they fix different layers of the pipeline: one recovers a fresh download URL for DM file attachments, the other propagates Slack file IDs into agent/context plumbing. They share files for implementation reasons, not because they address the same bug.", + "confidence": 0.91, + "canonical_issue_reason": null, + "canonical_pr_reason": "PR #50200 is the more canonical change: it has the explicit issue link, a focused user-facing bug fix, and the diff centers on the specific DM attachment URL recovery path.", + "best_issue_reason": null, + "best_pr_reason": "PR #50200 is the best representative of the cluster because it targets a concrete Slack attachment failure mode and is the most directly scoped fix in the set.", + "soft_edge_verdicts": [ + { + "left": "pull_request:50200", + "right": "pull_request:64184", + "accept": false, + "reason": "They overlap in Slack media code, but the changes are not the same underlying fix. #50200 fetches a fresh Slack download URL via files.info for DM attachments; #64184 adds fileId propagation through the media/context pipeline. These could land independently and would not plausibly merge into one PR." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 22, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-53270-2", + "nodes": [ + "pull_request:53270", + "pull_request:53281" + ], + "soft_pairs": [ + "pull_request:53270|pull_request:53281" + ], + "prepared_review_unit_hash": "39562a00953b8385ade247911f6c0266a466e83e11b112d7c4795a6fd0f4aef8", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4103, + "estimated_input_tokens": 1026, + "estimated_eval_tokens": 2308 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4103, + "estimated_input_tokens": 1026, + "estimated_eval_tokens": 2308 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Both PRs address the same attachAs.mountPath/subagent-runtime mismatch and user-facing guidance. PR 53281 is the broader, more complete change with code, docs, and tests, so it is the better representative; 53270 is a narrower warning-text tweak.", + "confidence": 0.76, + "canonical_issue_reason": null, + "canonical_pr_reason": "PR 53281 is the more complete fix: it covers the subagent attachment guidance across code, docs, and tests, while 53270 is just the localized warning-message change.", + "best_issue_reason": null, + "best_pr_reason": "PR 53281 is the best cluster representative because it appears to implement the same underlying attachAs.mountPath/subagent-runtime guidance change in a fuller, more validated way.", + "soft_edge_verdicts": [ + { + "left": "pull_request:53270", + "right": "pull_request:53281", + "accept": true, + "reason": "Same underlying subagent attachAs.mountPath unsupported guidance/change; 53281 looks like the broader version of the same fix and could plausibly subsume 53270." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet: both PRs target issue 53249 and both concern attachAs.mountPath guidance for subagent runtime. The characterization of 53281 as the broader fix and 53270 as the narrower warning change is conservative, and the soft-edge accept is supported by the shared issue target and overlapping subject matter." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 23, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-53301-2", + "nodes": [ + "pull_request:53301", + "pull_request:53410" + ], + "soft_pairs": [ + "pull_request:53301|pull_request:53410" + ], + "prepared_review_unit_hash": "7091ed783ae5a4b5ffd3d8bea32de29aeb7b3f80acae7960901e9345fcfe1bc4", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4723, + "estimated_input_tokens": 1181, + "estimated_eval_tokens": 2618 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4723, + "estimated_input_tokens": 1181, + "estimated_eval_tokens": 2618 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Reject the duplicate linkage: both PRs mention issue 53273, but they fix unrelated problems in different code paths (doctor bundled-plugin path repair vs update-check semver revision handling).", + "confidence": 0.99, + "canonical_issue_reason": null, + "canonical_pr_reason": "No single canonical PR: the PRs address different bugs in different subsystems.", + "best_issue_reason": null, + "best_pr_reason": "53301 is the stronger standalone representative of its own doctor-path fix, but neither PR is suitable as a cluster canonical because they are unrelated.", + "soft_edge_verdicts": [ + { + "left": "pull_request:53301", + "right": "pull_request:53410", + "accept": false, + "reason": "Shared issue target only; one fixes doctor repair sequencing and bundled plugin install paths, the other fixes semver comparison for numeric calver revisions in update-check. Different bugs, different code paths, not mergeable as one PR." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 24, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-53344-2", + "nodes": [ + "pull_request:53344", + "pull_request:53352" + ], + "soft_pairs": [ + "pull_request:53344|pull_request:53352" + ], + "prepared_review_unit_hash": "4011633ce743aeec1da68760a09449fc5c9fa9e01b165e9e8d4676d0e45cc2a5", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4300, + "estimated_input_tokens": 1075, + "estimated_eval_tokens": 2406 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4300, + "estimated_input_tokens": 1075, + "estimated_eval_tokens": 2406 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These are two separate Ollama-related feature PRs: one recovers markdown-fenced tool calls, the other broadens reasoning-model heuristics. They touch different code paths and are not duplicates.", + "confidence": 0.96, + "canonical_issue_reason": null, + "canonical_pr_reason": "PR #53344 is the stronger representative because it is more substantial and specifically addresses a concrete parser/code-path change in Ollama stream handling, with broader test coverage and more review activity.", + "best_issue_reason": null, + "best_pr_reason": "PR #53344 is the best cluster representative since it targets a clearer, self-contained bug fix in Ollama stream parsing and has more evidence of active discussion/review than the heuristic-only model update.", + "soft_edge_verdicts": [ + { + "left": "pull_request:53344", + "right": "pull_request:53352", + "accept": false, + "reason": "Different underlying changes: #53344 extracts markdown-fenced tool calls from streamed Ollama output, while #53352 updates reasoning-model classification heuristics. They affect separate code paths and would not plausibly be merged as one PR." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 25, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-53373-4", + "nodes": [ + "pull_request:53373", + "pull_request:64018", + "pull_request:65094", + "pull_request:65124" + ], + "soft_pairs": [ + "pull_request:53373|pull_request:65094", + "pull_request:53373|pull_request:64018", + "pull_request:64018|pull_request:65094", + "pull_request:64018|pull_request:65124", + "pull_request:65094|pull_request:65124" + ], + "prepared_review_unit_hash": "7d7e5a9bba60e30b836aef7f8faea897aa2a3f0556880cdcffabf4163bac269c", + "component_budget": { + "node_count": 4, + "item_count": 4, + "soft_pair_count": 5, + "serialized_chars": 9356, + "estimated_input_tokens": 2339, + "estimated_eval_tokens": 4934 + }, + "budget": { + "node_count": 4, + "item_count": 4, + "soft_pair_count": 5, + "serialized_chars": 9356, + "estimated_input_tokens": 2339, + "estimated_eval_tokens": 4934 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "This cluster is mostly mixed: two PRs are about npm packaging/release checks for different required paths, one PR is a follow-up on the QA scenario tarball check, and one PR is unrelated despite sharing an issue target. Only the two QA-scenario packaging PRs look like the same underlying change.", + "confidence": 0.79, + "canonical_issue_reason": null, + "canonical_pr_reason": "PR #64018 is the best representative because it makes the substantive packaging change for qa/scenarios (package.json plus release-check/tests), which is broader and more central than the validation-only follow-up in #65094.", + "best_issue_reason": null, + "best_pr_reason": "PR #64018 is the strongest canonical PR for the cluster\u2019s main QA-scenario packaging thread: it directly includes the missing files in the npm tarball and updates the release check, making it the most complete fix among the candidates.", + "soft_edge_verdicts": [ + { + "left": "pull_request:53373", + "right": "pull_request:65094", + "accept": false, + "reason": "Different concrete paths and bugs: #53373 requires control-ui assets, while #65094 is about qa/scenarios/index.md. Same release-check area, but not the same underlying change." + }, + { + "left": "pull_request:53373", + "right": "pull_request:64018", + "accept": false, + "reason": "Both touch npm packaging checks, but one is about control-ui assets and the other about QA scenario files; they are distinct fixes for different missing artifacts." + }, + { + "left": "pull_request:64018", + "right": "pull_request:65094", + "accept": true, + "reason": "These are on the same QA-scenario npm packaging problem and could plausibly be merged into one PR: both change the tarball/release-check logic around qa/scenarios/index.md." + }, + { + "left": "pull_request:64018", + "right": "pull_request:65124", + "accept": false, + "reason": "Shared issue context is not enough here; #65124 changes browser navigation-guard SSRF logic and does not appear to fix the same npm packaging bug." + }, + { + "left": "pull_request:65094", + "right": "pull_request:65124", + "accept": false, + "reason": "The title/issue target overlap is misleading; #65094 is about npm tarball contents, while #65124 is an unrelated navigation-guard code change." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary and pair verdicts are conservative and grounded in the packet. The distinctions between control-ui assets vs qa/scenarios packaging are supported, and the one accepted pair (#64018, #65094) is plausibly mergeable as a single QA-scenario packaging fix. No overstatement stands out." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 26, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-53394-2", + "nodes": [ + "pull_request:53394", + "pull_request:53395" + ], + "soft_pairs": [ + "pull_request:53394|pull_request:53395" + ], + "prepared_review_unit_hash": "21b1f53a9ff07cbeea50b388748710a9d29920f72ac7b402f7456e9d02217f1e", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 3506, + "estimated_input_tokens": 877, + "estimated_eval_tokens": 2010 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 3506, + "estimated_input_tokens": 877, + "estimated_eval_tokens": 2010 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Both PRs fix the same Feishu schema 2.0 card-config typo: `wide_screen_mode` was replaced with `enable_forward`. They target different card \u0928\u093f\u0930\u094d\u092e\u093e\u0923 paths, but the underlying bug and fix pattern are essentially the same.", + "confidence": 0.91, + "canonical_issue_reason": null, + "canonical_pr_reason": "PR 53395 is the better canonical PR because it covers the shared config bug across two interactive card UX builders, making it the more representative and slightly broader fix of the duplicate set.", + "best_issue_reason": null, + "best_pr_reason": "PR 53395 is the strongest overall representative: it addresses the exact schema 2.0 config key mistake in multiple Feishu card constructors, while still staying tightly scoped to the same concrete bug.", + "soft_edge_verdicts": [ + { + "left": "pull_request:53394", + "right": "pull_request:53395", + "accept": true, + "reason": "Both PRs correct the same concrete Feishu schema 2.0 card config mistake (`wide_screen_mode` -> `enable_forward`). The affected files differ, but the bug and fix are the same enough that they could plausibly be merged into one PR." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 27, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-53453-3", + "nodes": [ + "pull_request:53453", + "pull_request:53593", + "pull_request:65066" + ], + "soft_pairs": [ + "pull_request:53453|pull_request:53593", + "pull_request:53593|pull_request:65066" + ], + "prepared_review_unit_hash": "2c18d1567b74658c710bfd1facfc0688c7d52427c7a25593c9b98c32a93dd073", + "component_budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 6974, + "estimated_input_tokens": 1744, + "estimated_eval_tokens": 3744 + }, + "budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 6974, + "estimated_input_tokens": 1744, + "estimated_eval_tokens": 3744 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Two PRs are near-duplicates for the image-generation provider-registry regression; the memory-lancedb PR is unrelated and should stay separate.", + "confidence": 0.97, + "canonical_issue_reason": null, + "canonical_pr_reason": "PR 53593 is the best canonical PR: it targets the same issue, touches the same provider-registry code path, and has the clearest fix description (reload providers when the active registry is empty).", + "best_issue_reason": null, + "best_pr_reason": "PR 53593 is the strongest representative for the duplicate pair because it is more explicit about the fallback behavior and appears to be the more complete formulation of the same fix.", + "soft_edge_verdicts": [ + { + "left": "pull_request:53453", + "right": "pull_request:53593", + "accept": true, + "reason": "Same underlying bug in src/image-generation/provider-registry.ts/tests, same issue target 53450, and both implement fallback loading when the active registry lacks image providers." + }, + { + "left": "pull_request:53593", + "right": "pull_request:65066", + "accept": false, + "reason": "Different subsystems and different behavior: image-generation provider registry fallback versus memory-lancedb runtime registration for doctor/status. No shared concrete code-path problem." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 28, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-53460-7", + "nodes": [ + "pull_request:53460", + "pull_request:53473", + "pull_request:53557", + "pull_request:53660", + "pull_request:53665", + "pull_request:53670", + "pull_request:53677" + ], + "soft_pairs": [ + "pull_request:53460|pull_request:53557", + "pull_request:53460|pull_request:53473", + "pull_request:53473|pull_request:53557", + "pull_request:53473|pull_request:53665", + "pull_request:53473|pull_request:53677", + "pull_request:53660|pull_request:53677", + "pull_request:53660|pull_request:53665", + "pull_request:53660|pull_request:53670", + "pull_request:53665|pull_request:53677", + "pull_request:53665|pull_request:53670" + ], + "prepared_review_unit_hash": "eeb88b14e0bd65f54ae9cba89dcf0a05b4e2d8b47a10581f26f7803011fef93a", + "component_budget": { + "node_count": 7, + "item_count": 7, + "soft_pair_count": 10, + "serialized_chars": 18551, + "estimated_input_tokens": 4638, + "estimated_eval_tokens": 9532 + }, + "budget": { + "node_count": 7, + "item_count": 7, + "soft_pair_count": 10, + "serialized_chars": 18551, + "estimated_input_tokens": 4638, + "estimated_eval_tokens": 9532 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Loose cluster of memory/agent-related PRs, but they cover distinct bugs/changes: usage alias normalization, docs guidance, memory-search status messaging, session-entry sync performance, vector-search fallback optimization, health probe parallelization, and file-read streaming. None of the soft edges look like the same underlying change.", + "confidence": 0.43, + "canonical_issue_reason": null, + "canonical_pr_reason": "PR 53660 is the strongest representative: it makes a concrete production code-path change in core memory sync, adds caching for append-only session entries, and includes targeted tests.", + "best_issue_reason": null, + "best_pr_reason": "PR 53660 is the best overall representative for the cluster because it is the most substantive and self-contained code change, whereas several others are narrower docs/test/UX updates or unrelated optimizations.", + "soft_edge_verdicts": [ + { + "left": "pull_request:53460", + "right": "pull_request:53557", + "accept": false, + "reason": "Different behaviors and code paths: usage-alias normalization for model responses vs memory-search availability messaging. Same broad agents area, but not the same bug or change." + }, + { + "left": "pull_request:53460", + "right": "pull_request:53473", + "accept": false, + "reason": "One fixes usage normalization, the other improves local embeddings doctor/help text. Shared theme is too broad; not the same underlying issue." + }, + { + "left": "pull_request:53473", + "right": "pull_request:53557", + "accept": false, + "reason": "Docs/help guidance for local embeddings vs runtime memory-search status wording. Related subsystem, but different user-facing problems and code changes." + }, + { + "left": "pull_request:53473", + "right": "pull_request:53665", + "accept": false, + "reason": "Embeddings doctor guidance is not the same as vector fallback search optimization. Different failure modes and code paths." + }, + { + "left": "pull_request:53473", + "right": "pull_request:53677", + "accept": false, + "reason": "Help/docs changes for embeddings are unrelated to streaming line-window file reads in memory storage." + }, + { + "left": "pull_request:53660", + "right": "pull_request:53677", + "accept": false, + "reason": "Both are memory performance-oriented, but one reuses parsed session entries during sync and the other streams file reads. Different code paths and merge scope." + }, + { + "left": "pull_request:53660", + "right": "pull_request:53665", + "accept": false, + "reason": "Session-entry sync caching and vector-search fallback optimization are separate performance fixes in different subsystems; not mergeable into one PR." + }, + { + "left": "pull_request:53660", + "right": "pull_request:53670", + "accept": false, + "reason": "Memory session sync performance vs health-channel probing performance. Different feature areas and independent fixes." + }, + { + "left": "pull_request:53665", + "right": "pull_request:53677", + "accept": false, + "reason": "Both touch memory performance, but one optimizes vector fallback search and the other streams file reads. Distinct underlying changes." + }, + { + "left": "pull_request:53665", + "right": "pull_request:53670", + "accept": false, + "reason": "Vector-search fallback optimization and health probe parallelization address unrelated code paths and user-visible behavior." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 29, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-53467-2", + "nodes": [ + "pull_request:53467", + "pull_request:68197" + ], + "soft_pairs": [ + "pull_request:53467|pull_request:68197" + ], + "prepared_review_unit_hash": "56d0132d8eeaab3e07a0bafbfd8b9ab68f610cc23342e75e00e9ff50ebd6c54b", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4678, + "estimated_input_tokens": 1170, + "estimated_eval_tokens": 2596 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4678, + "estimated_input_tokens": 1170, + "estimated_eval_tokens": 2596 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "The two PRs are superficially similar because both add mention-related config gates, but they target different integrations and different behavior in unrelated code paths (Slack vs LINE). They should not be deduplicated or merged into one change.", + "confidence": 0.97, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": null, + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "pull_request:53467", + "right": "pull_request:68197", + "accept": false, + "reason": "Different products and code paths: Slack adds ignoreOtherMentions channel config, while LINE adds requireMentionForNonText group gating. The overlap is only in broad mention-handling terminology, not the same underlying bug or change." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 30, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-53496-2", + "nodes": [ + "pull_request:53496", + "pull_request:53530" + ], + "soft_pairs": [ + "pull_request:53496|pull_request:53530" + ], + "prepared_review_unit_hash": "63f7652f8fe7bf65c9595eb5e323b44450368ed958a6ce3fdfd9b79206380caa", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 5145, + "estimated_input_tokens": 1287, + "estimated_eval_tokens": 2830 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 5145, + "estimated_input_tokens": 1287, + "estimated_eval_tokens": 2830 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Two open PRs both extend Feishu tool-policy configuration, but they target different scopes: one adds group-level toolsBySender support, the other fixes direct-session tool policy handling across agents. They are related in subsystem, not duplicates.", + "confidence": 0.94, + "canonical_issue_reason": null, + "canonical_pr_reason": "PR 53530 is the broader, more central change: it updates agent tool-policy handling and config/group-policy code paths, with Feishu schema support as part of that fix.", + "best_issue_reason": null, + "best_pr_reason": "PR 53530 is the best representative because it addresses a concrete policy-behavior bug in core agent/config code, whereas PR 53496 is a narrower Feishu group-policy feature addition.", + "soft_edge_verdicts": [ + { + "left": "pull_request:53496", + "right": "pull_request:53530", + "accept": false, + "reason": "Both touch Feishu policy/schema files, but 53496 is a group-level toolsBySender feature and 53530 fixes direct-session tool policy behavior in agent/config code. Different underlying changes, so not a duplicate PR pair." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 31, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-53502-2", + "nodes": [ + "pull_request:53502", + "pull_request:53503" + ], + "soft_pairs": [ + "pull_request:53502|pull_request:53503" + ], + "prepared_review_unit_hash": "3187d88119853ae03a8f95e97fcdc6e639a494ba8bb7505fbd75cbf6531491e8", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4488, + "estimated_input_tokens": 1122, + "estimated_eval_tokens": 2500 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4488, + "estimated_input_tokens": 1122, + "estimated_eval_tokens": 2500 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Two documentation PRs in the plugin area, but they address different topics: one adds a manifest example for bundled skills and config hints, the other clarifies community plugin review guidance for security-sensitive plugins. They are not duplicates.", + "confidence": 0.92, + "canonical_issue_reason": null, + "canonical_pr_reason": "PR #53503 is the better cluster anchor because it is the broader, policy-level docs change around plugin review guidance and security expectations, while #53502 is a narrower example addition.", + "best_issue_reason": null, + "best_pr_reason": "PR #53503 is the most representative PR in this cluster due to its broader applicability and clearer operator-review guidance; #53502 is a separate, specific manifest example and not the same change.", + "soft_edge_verdicts": [ + { + "left": "pull_request:53502", + "right": "pull_request:53503", + "accept": false, + "reason": "Different documentation changes with different purposes and scopes: a manifest example for bundled skills versus community plugin review/security guidance. They do not appear to fix the same underlying issue or belong in one merged PR." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 32, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-53511-2", + "nodes": [ + "pull_request:53511", + "pull_request:53553" + ], + "soft_pairs": [ + "pull_request:53511|pull_request:53553" + ], + "prepared_review_unit_hash": "b0c337010a536a97680ba8576b66a08e5a63b01a0982e13e81c1284c0b23fe27", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 5027, + "estimated_input_tokens": 1257, + "estimated_eval_tokens": 2770 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 5027, + "estimated_input_tokens": 1257, + "estimated_eval_tokens": 2770 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Both PRs target Talk Mode TTS and share the same tracking issue, but they address different changes: #53511 is a narrow fix for double playback on system voice timeout, while #53553 is a broader CJK/Talk Mode TTS improvements PR touching settings, interrupt handling, and speech code.", + "confidence": 0.87, + "canonical_issue_reason": null, + "canonical_pr_reason": "#53553 is the broader umbrella PR in this cluster and better represents the overall Talk Mode TTS work across multiple files and behaviors.", + "best_issue_reason": null, + "best_pr_reason": "#53553 is the best overall representative because it covers the wider Talk Mode TTS feature/fix set; #53511 is a narrower, distinct timeout/double-playback bugfix.", + "soft_edge_verdicts": [ + { + "left": "pull_request:53511", + "right": "pull_request:53553", + "accept": false, + "reason": "They share Talk Mode TTS code and the same issue target, but the concrete changes are different: #53511 fixes double playback on system voice timeout, while #53553 is a broader CJK/TTS improvements PR. They do not look like the same underlying bug or mergeable duplicate change." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 33, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-53518-2", + "nodes": [ + "pull_request:53518", + "pull_request:53607" + ], + "soft_pairs": [ + "pull_request:53518|pull_request:53607" + ], + "prepared_review_unit_hash": "c78b6ad5efee5eb98b69836be0cda6ad215f5898df9d2cbef2e9e33d350e9647", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4628, + "estimated_input_tokens": 1157, + "estimated_eval_tokens": 2570 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4628, + "estimated_input_tokens": 1157, + "estimated_eval_tokens": 2570 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These two pull requests are not duplicates: one updates an agent system prompt to clarify auto-restart behavior, while the other changes Discord outbound message mirroring into the session transcript. Different codepaths, different user-visible behavior, and no plausible merge-unification as a single fix.", + "confidence": 0.97, + "canonical_issue_reason": null, + "canonical_pr_reason": "No clear duplicate PR exists here; if forced to pick a representative, #53607 is the more substantial product/code change and the better cluster anchor.", + "best_issue_reason": null, + "best_pr_reason": "#53607 is the stronger representative because it has a broader concrete implementation across Discord/outbound delivery code, whereas #53518 is a small prompt wording change.", + "soft_edge_verdicts": [ + { + "left": "pull_request:53518", + "right": "pull_request:53607", + "accept": false, + "reason": "Unrelated changes: #53518 edits system-prompt wording about config/update auto-restarts, while #53607 mirrors Discord Components v2 outbound messages to the transcript. They do not fix the same underlying bug or change." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 34, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-53533-2", + "nodes": [ + "pull_request:53533", + "pull_request:53535" + ], + "soft_pairs": [ + "pull_request:53533|pull_request:53535" + ], + "prepared_review_unit_hash": "3daf32d3009e9402ec963e42bebd2937f786b84da1461ea4c5e28c763b75b132", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4826, + "estimated_input_tokens": 1207, + "estimated_eval_tokens": 2670 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4826, + "estimated_input_tokens": 1207, + "estimated_eval_tokens": 2670 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These are unrelated Feishu feature PRs: one surfaces connection health state, the other expands permission-management tooling. They do not look like the same underlying change or bug, so this is not a duplicate cluster.", + "confidence": 0.98, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": null, + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "pull_request:53533", + "right": "pull_request:53535", + "accept": false, + "reason": "Different features and code paths: health-state/monitoring vs permission schema/tooling. No shared concrete bug or mergeable common fix." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 35, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-53551-5", + "nodes": [ + "pull_request:53551", + "pull_request:61768", + "pull_request:61769", + "pull_request:65098", + "pull_request:65099" + ], + "soft_pairs": [ + "pull_request:53551|pull_request:61769", + "pull_request:53551|pull_request:65098", + "pull_request:53551|pull_request:61768", + "pull_request:53551|pull_request:65099", + "pull_request:61768|pull_request:61769", + "pull_request:61769|pull_request:65099", + "pull_request:65098|pull_request:65099" + ], + "prepared_review_unit_hash": "c001a3e6eb179096b46912131029884dc8762dbad8dc2a8c21e5d3e4f4c7fa03", + "component_budget": { + "node_count": 5, + "item_count": 5, + "soft_pair_count": 7, + "serialized_chars": 11187, + "estimated_input_tokens": 2797, + "estimated_eval_tokens": 5850 + }, + "budget": { + "node_count": 5, + "item_count": 5, + "soft_pair_count": 7, + "serialized_chars": 11187, + "estimated_input_tokens": 2797, + "estimated_eval_tokens": 5850 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "All five PRs are workflow dependency bumps, but they update different GitHub Actions/packages, so they are related by theme rather than true duplicates.", + "confidence": 0.95, + "canonical_issue_reason": null, + "canonical_pr_reason": "No true canonical duplicate PR exists. If one must be chosen as the most representative, 65098 is the broadest workflow-maintenance bump, but it is still distinct from the others.", + "best_issue_reason": null, + "best_pr_reason": "65098 is the best single representative of the cluster because it touches the most shared workflow files, but it should not subsume the other action-version bumps.", + "soft_edge_verdicts": [ + { + "left": "pull_request:53551", + "right": "pull_request:61768", + "accept": false, + "reason": "Different actions: upload-artifact vs checkout. Same general CI/workflow area, but not the same underlying change." + }, + { + "left": "pull_request:53551", + "right": "pull_request:61769", + "accept": false, + "reason": "Different actions: upload-artifact vs setup-node. These are separate dependency bumps, not one fix/change." + }, + { + "left": "pull_request:53551", + "right": "pull_request:65098", + "accept": false, + "reason": "Different actions and workflows. Both are dependency bumps, but they address unrelated GitHub Action updates." + }, + { + "left": "pull_request:53551", + "right": "pull_request:65099", + "accept": false, + "reason": "Different actions: upload-artifact vs create-github-app-token. Not the same code-path or change." + }, + { + "left": "pull_request:61768", + "right": "pull_request:61769", + "accept": false, + "reason": "They touch the same workflow files, but one bumps checkout and the other bumps setup-node; distinct dependencies and changes." + }, + { + "left": "pull_request:61769", + "right": "pull_request:65099", + "accept": false, + "reason": "Different actions in overlapping workflows. Similar maintenance, but not mergeable as one concrete change." + }, + { + "left": "pull_request:65098", + "right": "pull_request:65099", + "accept": false, + "reason": "Both update actions in the same workflows, but they bump different actions and fix different dependency versions, so they are not duplicates." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 36, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-53598-2", + "nodes": [ + "pull_request:53598", + "pull_request:53730" + ], + "soft_pairs": [ + "pull_request:53598|pull_request:53730" + ], + "prepared_review_unit_hash": "563cbe16a52ab39e45001ae8ed5a0dbc624076e2ba50cb1fba0f91b894e094d4", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4357, + "estimated_input_tokens": 1090, + "estimated_eval_tokens": 2436 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4357, + "estimated_input_tokens": 1090, + "estimated_eval_tokens": 2436 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Both PRs target the same /btw side-question auth bug for Bedrock/aws-sdk under issue #53592, and 53730 looks like the cleaner direct fix while 53598 is a broader earlier variant.", + "confidence": 0.93, + "canonical_issue_reason": null, + "canonical_pr_reason": "PR 53730 is the most focused implementation of the fix: it directly updates runBtwSideQuestion to tolerate aws-sdk auth mode without an API key, matching the issue title and keeping the change narrowly scoped.", + "best_issue_reason": null, + "best_pr_reason": "PR 53730 is the best overall representative because it addresses the concrete runtime path with the smallest, clearest diff; PR 53598 appears to bundle the same fix with additional test/mock adjustments.", + "soft_edge_verdicts": [ + { + "left": "pull_request:53598", + "right": "pull_request:53730", + "accept": true, + "reason": "Accept: both PRs fix the same underlying /btw Bedrock auth-path problem for issue #53592, sharing the same target and file, and 53730 is effectively a narrower rework of the same change." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 37, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-53626-2", + "nodes": [ + "pull_request:53626", + "pull_request:53667" + ], + "soft_pairs": [ + "pull_request:53626|pull_request:53667" + ], + "prepared_review_unit_hash": "840a539d23325d51593c25f24c53f84c7295344d583dd1a50a59eb0c3841fec2", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4354, + "estimated_input_tokens": 1089, + "estimated_eval_tokens": 2434 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4354, + "estimated_input_tokens": 1089, + "estimated_eval_tokens": 2434 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Both pull requests address the same gateway legacy-env deprecation work for the same tracked issue, with PR 53667 being the broader and more complete implementation and PR 53626 looking like a narrow subset of it.", + "confidence": 0.84, + "canonical_issue_reason": null, + "canonical_pr_reason": "PR 53667 is the better canonical PR because it covers the broader legacy env-var deprecation behavior across gateway startup/auth paths and includes supporting tests, while 53626 is only a small startup warning patch.", + "best_issue_reason": null, + "best_pr_reason": "53667 is the strongest representative of the shared change: it handles legacy CLAWDBOT_*/MOLTBOT_* detection more comprehensively than 53626, which appears to be a narrower subset.", + "soft_edge_verdicts": [ + { + "left": "pull_request:53626", + "right": "pull_request:53667", + "accept": true, + "reason": "Both PRs implement the same underlying gateway deprecation concern for legacy CLAWDBOT env vars. 53626 is a narrow startup warning; 53667 broadens the same change with related auth/deprecation handling, so they plausibly belong to one merged fix." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The assessment is grounded in the packet: both PRs explicitly target issue 53482, and their titles/diff previews support a shared legacy-env deprecation bugfix. The claim that 53667 is the broader version and 53626 a narrower subset is conservative enough based on the available diffs." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 38, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-53630-2", + "nodes": [ + "pull_request:53630", + "pull_request:53636" + ], + "soft_pairs": [ + "pull_request:53630|pull_request:53636" + ], + "prepared_review_unit_hash": "9708ee1eb8765167513a2b61a92e8f2daaa22c7fb225f2992ee4700d7ba0a3f4", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4264, + "estimated_input_tokens": 1066, + "estimated_eval_tokens": 2388 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4264, + "estimated_input_tokens": 1066, + "estimated_eval_tokens": 2388 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These two PRs are unrelated UI fixes: one prevents a chat context icon from overflowing, the other restores channel-config save error handling. They should not be deduplicated.", + "confidence": 0.97, + "canonical_issue_reason": null, + "canonical_pr_reason": "PR #53636 is the more substantial, user-facing bug fix and is the better representative change in this cluster.", + "best_issue_reason": null, + "best_pr_reason": "PR #53636 best represents a concrete functional regression fix in the UI, whereas #53630 is a small presentation-only adjustment.", + "soft_edge_verdicts": [ + { + "left": "pull_request:53630", + "right": "pull_request:53636", + "accept": false, + "reason": "Different bugs in different code paths: chat context notice icon sizing vs channel config save error display. They do not look mergeable into one PR." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 39, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-53631-2", + "nodes": [ + "pull_request:53631", + "pull_request:53635" + ], + "soft_pairs": [ + "pull_request:53631|pull_request:53635" + ], + "prepared_review_unit_hash": "fb19f352569818447b5bdf7f35d71c85cbe3185a1e3e17c34facb8d8ff68c588", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4795, + "estimated_input_tokens": 1199, + "estimated_eval_tokens": 2654 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4795, + "estimated_input_tokens": 1199, + "estimated_eval_tokens": 2654 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Both PRs target Telegram 403 delivery failures around bot membership/blocking, with overlapping send.ts changes; #53635 is the more complete merged fix and likely subsumes #53631.", + "confidence": 0.81, + "canonical_issue_reason": null, + "canonical_pr_reason": "#53635 is merged and covers the full Telegram 403 failure path: error preservation, permanent-failure classification, and tests/queue handling, making it the best representative of the fix.", + "best_issue_reason": null, + "best_pr_reason": "#53635 is the strongest PR for the cluster because it addresses the concrete Telegram 403 bot-not-member problem end-to-end and includes validation plus delivery-policy updates.", + "soft_edge_verdicts": [ + { + "left": "pull_request:53631", + "right": "pull_request:53635", + "accept": true, + "reason": "Both PRs fix the same Telegram 403 bot-not-member/blocked handling in the send path; #53635 appears to extend the same underlying change with queue/retry behavior and tests, so they are plausibly mergeable into one PR." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 40, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-53713-9", + "nodes": [ + "pull_request:53713", + "pull_request:55787", + "pull_request:65028", + "pull_request:65178", + "pull_request:65211", + "pull_request:65707", + "pull_request:67766", + "pull_request:67768", + "pull_request:68047" + ], + "soft_pairs": [ + "pull_request:53713|pull_request:65178", + "pull_request:53713|pull_request:55787", + "pull_request:55787|pull_request:65028", + "pull_request:55787|pull_request:65707", + "pull_request:65178|pull_request:65211", + "pull_request:65178|pull_request:67766", + "pull_request:65178|pull_request:68047", + "pull_request:65211|pull_request:67766", + "pull_request:67766|pull_request:67768", + "pull_request:67766|pull_request:68047", + "pull_request:67768|pull_request:68047" + ], + "prepared_review_unit_hash": "9a4a1d65406c4d91b5f4f3e12dcb0561f57849000f4fa8e01b588c00294a95b7", + "component_budget": { + "node_count": 9, + "item_count": 9, + "soft_pair_count": 11, + "serialized_chars": 22935, + "estimated_input_tokens": 5734, + "estimated_eval_tokens": 11724 + }, + "budget": { + "node_count": 9, + "item_count": 9, + "soft_pair_count": 11, + "serialized_chars": 22935, + "estimated_input_tokens": 5734, + "estimated_eval_tokens": 11724 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "This cluster is mostly a set of related gateway image-capability lookup fixes, but only one pair looks like the same concrete bug/change. The only clear duplicate-like pair is the Qwen capability fallback PRs 67766 and 67768; the others are either adjacent improvements or unrelated fixes in the same area.", + "confidence": 0.89, + "canonical_issue_reason": null, + "canonical_pr_reason": "PR 67766 is the best canonical PR: it directly fixes the gateway image-capability miss when the catalog lacks a model, has an explicit issue target, and serves as the cleanest representative of the shared lookup/fallback bug class.", + "best_issue_reason": null, + "best_pr_reason": "PR 67766 is the strongest overall representative because it is the most direct fix in this cluster and is the one most clearly anchored to a tracked issue.", + "soft_edge_verdicts": [ + { + "left": "pull_request:53713", + "right": "pull_request:65178", + "accept": false, + "reason": "Different bugs: thinking-level reset behavior vs case-insensitive image-support model lookup." + }, + { + "left": "pull_request:53713", + "right": "pull_request:55787", + "accept": false, + "reason": "Unrelated changes: thinking-level resolution after /reset vs stripping orphaned reasoning blocks for Responses API." + }, + { + "left": "pull_request:55787", + "right": "pull_request:65028", + "accept": false, + "reason": "Different issues in different code paths: Responses API cleanup vs session-expired classification for CLI errors." + }, + { + "left": "pull_request:55787", + "right": "pull_request:65707", + "accept": false, + "reason": "Different fixes: orphaned reasoning block cleanup vs context-pruning/compaction behavior." + }, + { + "left": "pull_request:65178", + "right": "pull_request:65211", + "accept": false, + "reason": "Related subsystem, but not the same concrete bug: case-insensitive lookup vs including user-configured models in the catalog." + }, + { + "left": "pull_request:65178", + "right": "pull_request:67766", + "accept": false, + "reason": "Both touch image-support lookup, but one is case-insensitive matching and the other is fallback to explicit provider config when the catalog misses; not the same change." + }, + { + "left": "pull_request:65178", + "right": "pull_request:68047", + "accept": false, + "reason": "Similar area, but different bug and provider-specific fallback logic." + }, + { + "left": "pull_request:65211", + "right": "pull_request:67766", + "accept": false, + "reason": "Shared gateway capability-check area, but different fixes: catalog augmentation vs fallback when the catalog misses." + }, + { + "left": "pull_request:67766", + "right": "pull_request:67768", + "accept": true, + "reason": "Same underlying bug class and same gateway capability path; both fix missing/stale catalog handling for image-capable models and share the same issue target." + }, + { + "left": "pull_request:67766", + "right": "pull_request:68047", + "accept": false, + "reason": "Both are image-capability fallbacks, but they address different provider/model heuristics and are not the same concrete bug." + }, + { + "left": "pull_request:67768", + "right": "pull_request:68047", + "accept": false, + "reason": "Same broad subsystem, but different provider-specific fallback logic; not a single duplicate change." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 41, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-53775-2", + "nodes": [ + "pull_request:53775", + "pull_request:53809" + ], + "soft_pairs": [ + "pull_request:53775|pull_request:53809" + ], + "prepared_review_unit_hash": "c1cf898b6c4d27229afd3734b87c5ee66897c5663a8db38c4f30e41255328dc5", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4567, + "estimated_input_tokens": 1142, + "estimated_eval_tokens": 2540 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4567, + "estimated_input_tokens": 1142, + "estimated_eval_tokens": 2540 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Both PRs address the same underlying bug: preventing accidental deletion of a shared agent workspace. PR 53775 is a narrow delete-command guard, while PR 53809 is the broader, more complete fix across delete/identity/gateway paths and explicitly links issue 53705. No issue artifact is present in the packet to compare or nominate.", + "confidence": 0.88, + "canonical_issue_reason": "No issue items are included in the packet; PR 53809 explicitly references issue 53705, but that issue is not available for comparison here.", + "canonical_pr_reason": "PR 53809 is the better canonical PR because it implements the workspace-protection logic more broadly and consistently across the affected agent mutation paths, not just the delete command.", + "best_issue_reason": "No issue items are included in the packet, so there is no issue candidate to select as globally best.", + "best_pr_reason": "PR 53809 is the best representative of the cluster because it covers the full underlying workspace-protection fix and is the more complete merge target.", + "soft_edge_verdicts": [ + { + "left": "pull_request:53775", + "right": "pull_request:53809", + "accept": true, + "reason": "Both PRs target the same bug: protecting a shared workspace from deletion. PR 53775 is a narrower subset of the broader fix in 53809, so they could plausibly be merged into one PR." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "Reject: the summary is not fully grounded in the packet because PR 53809 has an explicit issue link (53705), so saying \u201cNo issues are present\u201d is incorrect. The cross-PR pairing itself looks plausibly mergeable and conservative, but the issue statement overstates the evidence." + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 42, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-53779-4", + "nodes": [ + "pull_request:53779", + "pull_request:53780", + "pull_request:53782", + "pull_request:65889" + ], + "soft_pairs": [ + "pull_request:53779|pull_request:53782", + "pull_request:53779|pull_request:65889", + "pull_request:53779|pull_request:53780", + "pull_request:53780|pull_request:53782" + ], + "prepared_review_unit_hash": "25aca21a2f0c4a21ecc8b380564f6dc0e248a5dadf4f47fa257a48a378a18a6e", + "component_budget": { + "node_count": 4, + "item_count": 4, + "soft_pair_count": 4, + "serialized_chars": 9595, + "estimated_input_tokens": 2399, + "estimated_eval_tokens": 5054 + }, + "budget": { + "node_count": 4, + "item_count": 4, + "soft_pair_count": 4, + "serialized_chars": 9595, + "estimated_input_tokens": 2399, + "estimated_eval_tokens": 5054 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These PRs are not duplicates: they fix separate problems in models validation, media fetch error sanitization, Discord gateway startup handling, and models.json provider filtering. No soft edge should be merged.", + "confidence": 0.96, + "canonical_issue_reason": null, + "canonical_pr_reason": "No single canonical PR exists here; the four PRs address different code paths and user-visible failures in unrelated subsystems.", + "best_issue_reason": null, + "best_pr_reason": "PR 53780 is the clearest standalone fix, with a concrete bug path and targeted changes to sanitize outbound media fetch errors before they reach channels.", + "soft_edge_verdicts": [ + { + "left": "pull_request:53779", + "right": "pull_request:53782", + "accept": false, + "reason": "Different bugs and subsystems: provider-validation sanitization vs Discord message-content-intent startup handling. They do not look mergeable into one PR." + }, + { + "left": "pull_request:53779", + "right": "pull_request:65889", + "accept": false, + "reason": "Both touch model/provider config, but they solve different issues: per-provider validation warning/continuation vs stripping custom models from apiKey-less providers in models.json." + }, + { + "left": "pull_request:53779", + "right": "pull_request:53780", + "accept": false, + "reason": "Unrelated fixes: config provider validation versus media fetch error redaction. No shared underlying bug or code path." + }, + { + "left": "pull_request:53780", + "right": "pull_request:53782", + "accept": false, + "reason": "Both are runtime error-handling changes, but for different failures and components: media fetch errors vs Discord gateway intent errors." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 43, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-53789-2", + "nodes": [ + "pull_request:53789", + "pull_request:62195" + ], + "soft_pairs": [ + "pull_request:53789|pull_request:62195" + ], + "prepared_review_unit_hash": "6e1404a92165e246426628c689bddef9d7c1e07d8668b14aacdd596fec7d2619", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 6296, + "estimated_input_tokens": 1574, + "estimated_eval_tokens": 3404 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 6296, + "estimated_input_tokens": 1574, + "estimated_eval_tokens": 3404 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Two PRs implement the same cron preHook/pre-run gating feature, with 62195 appearing to be the later, broader iteration.", + "confidence": 0.86, + "canonical_issue_reason": null, + "canonical_pr_reason": "62195 is the more complete PR: it covers the preHook gate across cron runtime/state, adds more tests, and has much higher review activity, suggesting it supersedes the earlier 53789 change set.", + "best_issue_reason": null, + "best_pr_reason": "62195 is the strongest single PR candidate because it seems to contain the fuller, more polished implementation of the same preHook gate feature and includes broader validation coverage.", + "soft_edge_verdicts": [ + { + "left": "pull_request:53789", + "right": "pull_request:62195", + "accept": true, + "reason": "Same concrete change: add a preHook gate for pre-run script checks in cron/heartbeat. The overlapping model/schema/docs and cron execution files indicate one underlying feature, and the two PRs could plausibly be merged into a single PR." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The assessment is well grounded in the packet: both PRs have the same cron/heartbeat preHook gate theme, share many core files, and 62195 does look like the broader later iteration. The mergeability claim is conservative and supported by the overlap. No obvious overstatement." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 44, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-54082-2", + "nodes": [ + "pull_request:54082", + "pull_request:54085" + ], + "soft_pairs": [ + "pull_request:54082|pull_request:54085" + ], + "prepared_review_unit_hash": "ee1f2ff8d1e2510156fcc62e4d8b739a5c535f3fae7cfa265b8924addac87871", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4347, + "estimated_input_tokens": 1087, + "estimated_eval_tokens": 2430 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4347, + "estimated_input_tokens": 1087, + "estimated_eval_tokens": 2430 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These are related by theme (avoiding respawn overhead) but they target different code paths: one is a dev-runner workaround, the other is a general CLI respawn-policy change. They should not be merged as duplicates.", + "confidence": 0.87, + "canonical_issue_reason": null, + "canonical_pr_reason": "PR 54085 is the better canonical PR: it implements the underlying respawn-policy behavior in the CLI code and includes direct test coverage, whereas 54082 is a narrower runner-specific workaround.", + "best_issue_reason": null, + "best_pr_reason": "PR 54085 is the best representative of the cluster because it addresses the core behavior change (skipping respawn for short-lived CLI commands) rather than a single spawn site.", + "soft_edge_verdicts": [ + { + "left": "pull_request:54082", + "right": "pull_request:54085", + "accept": false, + "reason": "Different concrete changes: 54082 tweaks scripts/run-node.mjs to pass a flag and avoid an extra spawn in the dev runner, while 54085 changes the CLI respawn policy/helper for short-lived commands. Same general performance theme, but not the same underlying fix." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 45, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-54084-2", + "nodes": [ + "pull_request:54084", + "pull_request:54086" + ], + "soft_pairs": [ + "pull_request:54084|pull_request:54086" + ], + "prepared_review_unit_hash": "35fc5af3aa7e0c648330fbdd1eec027180011fe7bbf5188335e7604b65e1d905", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4529, + "estimated_input_tokens": 1133, + "estimated_eval_tokens": 2522 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4529, + "estimated_input_tokens": 1133, + "estimated_eval_tokens": 2522 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These are related to the pairing CLI area, but they address different changes: 54084 adds a fast route for pairing list and related plumbing, while 54086 defers plugin loading/ channel resolution until action time. They are not the same underlying fix.", + "confidence": 0.93, + "canonical_issue_reason": null, + "canonical_pr_reason": "54086 is the tighter representative for the shared performance theme: it specifically changes pairing CLI startup behavior by deferring plugin loading to action time.", + "best_issue_reason": null, + "best_pr_reason": "54086 is the best single PR in the cluster because it targets one concrete code-path problem and has a focused performance-oriented change set.", + "soft_edge_verdicts": [ + { + "left": "pull_request:54084", + "right": "pull_request:54086", + "accept": false, + "reason": "Different concrete changes: 54084 introduces a fast route for pairing list and routing helpers, while 54086 defers plugin loading in the pairing CLI. Same subsystem, but not the same fix and not mergeable as one PR." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 46, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-62938-2", + "nodes": [ + "pull_request:62938", + "pull_request:66404" + ], + "soft_pairs": [ + "pull_request:62938|pull_request:66404" + ], + "prepared_review_unit_hash": "c6bada2d31880d87965a1726d50befcb7103888f69ef4afe9ba53c6425c0c57b", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4448, + "estimated_input_tokens": 1112, + "estimated_eval_tokens": 2480 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4448, + "estimated_input_tokens": 1112, + "estimated_eval_tokens": 2480 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Both PRs are about `OPENCLAW_STATE_DIR` affecting exec-approvals path resolution, but `66404` is broader and also updates the user-facing security warning; they look related, not clearly the same duplicate change.", + "confidence": 0.69, + "canonical_issue_reason": null, + "canonical_pr_reason": "`66404` is the better representative because it covers the path-resolution behavior plus the matching security warning text, making it the more complete `OPENCLAW_STATE_DIR` fix.", + "best_issue_reason": null, + "best_pr_reason": "`66404` is the strongest standalone PR in the cluster: it touches the core exec-approvals code and aligns the security guidance with the new state-dir-aware behavior.", + "soft_edge_verdicts": [ + { + "left": "pull_request:62938", + "right": "pull_request:66404", + "accept": false, + "reason": "Reject: they overlap on exec-approvals and `OPENCLAW_STATE_DIR`, but `66404` also changes security messaging and appears to be a broader/default-path follow-up rather than the exact same concrete bugfix. Not strict enough to treat as one duplicate PR." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 47, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-63176-2", + "nodes": [ + "pull_request:63176", + "pull_request:64281" + ], + "soft_pairs": [ + "pull_request:63176|pull_request:64281" + ], + "prepared_review_unit_hash": "d853878855e6326d034244f02b821bc64e6b35d85530e5202e4aa45005983ad5", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 5353, + "estimated_input_tokens": 1339, + "estimated_eval_tokens": 2934 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 5353, + "estimated_input_tokens": 1339, + "estimated_eval_tokens": 2934 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These are two unrelated open feature PRs: one exposes ACP spawn/prompt in plugin runtime, the other adds sessions_delegate/session_delegate_batch tools and UI metadata. They share only vague agent/runtime similarity, not the same underlying change.", + "confidence": 0.98, + "canonical_issue_reason": null, + "canonical_pr_reason": "PR #64281 is the better representative of the cluster because it is a focused, self-contained feature addition around a single agent-tool area; PR #63176 is a separate plugin-runtime API expansion with a different codepath.", + "best_issue_reason": null, + "best_pr_reason": "PR #64281 is the strongest standalone exemplar: it has a coherent feature scope, touched files in one subsystem, and clear user-facing tool additions. PR #63176 is also valid but addresses a different runtime concern.", + "soft_edge_verdicts": [ + { + "left": "pull_request:63176", + "right": "pull_request:64281", + "accept": false, + "reason": "Do not merge: these PRs target different subsystems and behaviors. #63176 exposes ACP spawn/prompt in plugin runtime, while #64281 adds sessions_delegate tools and display metadata; they are not the same concrete bug or change and would not plausibly be one PR." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 48, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-63244-3", + "nodes": [ + "pull_request:63244", + "pull_request:67983", + "pull_request:68734" + ], + "soft_pairs": [ + "pull_request:63244|pull_request:68734", + "pull_request:67983|pull_request:68734" + ], + "prepared_review_unit_hash": "dcb0c6d3ca9d5ee62929f658388408274d28b54d4d75db7a30557299bac41b19", + "component_budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 7104, + "estimated_input_tokens": 1776, + "estimated_eval_tokens": 3808 + }, + "budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 7104, + "estimated_input_tokens": 1776, + "estimated_eval_tokens": 3808 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These PRs are not duplicates. #63244 is about propagating spawnedBy through chat/agent broadcasts, while #67983 and #68734 are separate tool/hook features with only incidental overlap in the embedded runner path. The only shared evidence is broad subsystem proximity and one shared file, not the same underlying change.", + "confidence": 0.96, + "canonical_issue_reason": null, + "canonical_pr_reason": "No true canonical duplicate here; if one PR must represent the cluster, #68734 is the most central and substantial tool-surface change, but it is still distinct from the others.", + "best_issue_reason": null, + "best_pr_reason": "#68734 is the strongest representative of the set because it has the broadest implementation/test surface and a coherent feature goal, but it is not a duplicate of the other PRs.", + "soft_edge_verdicts": [ + { + "left": "pull_request:63244", + "right": "pull_request:68734", + "accept": false, + "reason": "Different underlying feature and code path: spawnedBy broadcast enrichment vs prompt-hook tool-surface narrowing. No evidence they fix the same bug or could be merged as one PR." + }, + { + "left": "pull_request:67983", + "right": "pull_request:68734", + "accept": false, + "reason": "Both touch tools/hooks and share attempt.ts, but #67983 exposes tool metadata on llm_input while #68734 changes how hooks constrain toolsAllow. That is observability vs behavior control, not the same change." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 49, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-63330-3", + "nodes": [ + "pull_request:63330", + "pull_request:63503", + "pull_request:63518" + ], + "soft_pairs": [ + "pull_request:63330|pull_request:63503", + "pull_request:63330|pull_request:63518", + "pull_request:63503|pull_request:63518" + ], + "prepared_review_unit_hash": "85ef81d66d4950ddc3099bbc88226bd0c6c35de597483779238e863de175d21d", + "component_budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 3, + "serialized_chars": 11011, + "estimated_input_tokens": 2753, + "estimated_eval_tokens": 5762 + }, + "budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 3, + "serialized_chars": 11011, + "estimated_input_tokens": 2753, + "estimated_eval_tokens": 5762 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These three PRs are only superficially similar because they all touch the plugin/runtime plumbing and share some test/helpers, but they implement different features: session followup turns + gateway restart, model-switch backend switching, and inference-guard collision prevention. They should not be merged as duplicates.", + "confidence": 0.97, + "canonical_issue_reason": null, + "canonical_pr_reason": "No true canonical duplicate PR stands out: the shared files are mostly framework/test/runtime touchpoints, while the actual feature goals are different.", + "best_issue_reason": null, + "best_pr_reason": "PR #63330 is the broadest and most central of the three, and it anchors the gateway-restart work that the others do not implement, so it is the least misleading representative if one must be chosen.", + "soft_edge_verdicts": [ + { + "left": "pull_request:63330", + "right": "pull_request:63503", + "accept": false, + "reason": "Different changes: #63330 adds session followup turns plus gateway-restart, while #63503 adds a model-switch extension for local backend switching. Shared runtime/test files are incidental, not the same concrete fix." + }, + { + "left": "pull_request:63330", + "right": "pull_request:63518", + "accept": false, + "reason": "Different changes: #63330 is about followup turns and gateway restart, whereas #63518 is about inference-guard for single-slot collision prevention. They do not appear to fix the same code-path problem." + }, + { + "left": "pull_request:63503", + "right": "pull_request:63518", + "accept": false, + "reason": "Different feature work in the same plugin area: backend switching versus collision prevention. No evidence they could be merged into one PR as the same underlying bug/change." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 50, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-63696-2", + "nodes": [ + "pull_request:63696", + "pull_request:64597" + ], + "soft_pairs": [ + "pull_request:63696|pull_request:64597" + ], + "prepared_review_unit_hash": "dd5e803c41694089b50881e71109fdfe304132f950209ed436ddfd2b8bbe7163", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 5115, + "estimated_input_tokens": 1279, + "estimated_eval_tokens": 2814 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 5115, + "estimated_input_tokens": 1279, + "estimated_eval_tokens": 2814 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Two unrelated agent retry/runner PRs: one fixes duplicate user-message persistence during model-fallback retries, the other skips futile overflow-truncation retries. They share plumbing files but target different failure modes and code paths.", + "confidence": 0.94, + "canonical_issue_reason": null, + "canonical_pr_reason": "PR #63696 is the cleaner representative of the cluster because it addresses a concrete correctness bug in retry handling and includes the most directly scoped fix around duplicate persistence.", + "best_issue_reason": null, + "best_pr_reason": "PR #63696 is the best global PR candidate: it has the clearer underlying bug, a narrower and more precise fix, and better represents the retry-suppression theme than the overflow-truncation harness change.", + "soft_edge_verdicts": [ + { + "left": "pull_request:63696", + "right": "pull_request:64597", + "accept": false, + "reason": "Both touch retry-related runner code, but they fix different problems: #63696 suppresses duplicate user persistence after fallback retries, while #64597 avoids futile overflow truncation retries. Shared files are supporting plumbing, not evidence of the same underlying change." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 51, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-63800-2", + "nodes": [ + "pull_request:63800", + "pull_request:67493" + ], + "soft_pairs": [ + "pull_request:63800|pull_request:67493" + ], + "prepared_review_unit_hash": "0b8c3201a457836462d71bf1c0293d7b16deaaabd9b160d6c4c577d6ff75a967", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4693, + "estimated_input_tokens": 1174, + "estimated_eval_tokens": 2604 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4693, + "estimated_input_tokens": 1174, + "estimated_eval_tokens": 2604 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These two PRs are effectively the same feature work: adding offline APNs alerts for chat replies, with the same helper/test files and very similar implementation intent. PR 63800 looks like the broader, more complete version.", + "confidence": 0.96, + "canonical_issue_reason": null, + "canonical_pr_reason": "PR 63800 is the better canonical PR because it appears to contain the fuller gateway wiring around the new APNs chat-notify helper, and it has more discussion/review context and inbound references.", + "best_issue_reason": null, + "best_pr_reason": "PR 63800 is the best representative of this change set: same underlying feature as 67493, but with the broader implementation scope and more surrounding integration changes.", + "soft_edge_verdicts": [ + { + "left": "pull_request:63800", + "right": "pull_request:67493", + "accept": true, + "reason": "Same underlying APNs offline chat-reply alert feature, same core files, and the title/intent match closely enough that these could plausibly be one PR." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet: both PRs target offline APNs chat reply alerts, share the same two new files, and the broader PR 63800 clearly includes extra gateway wiring around the same feature. The soft-edge verdict is conservative enough, and the pair looks mergeable as one PR for the same change set." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 52, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-63839-2", + "nodes": [ + "pull_request:63839", + "pull_request:63840" + ], + "soft_pairs": [ + "pull_request:63839|pull_request:63840" + ], + "prepared_review_unit_hash": "daf041af9bbf23c2bf047cfa6b1037091c4f5874002ad5be41bfa35daddd9851", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4554, + "estimated_input_tokens": 1139, + "estimated_eval_tokens": 2534 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4554, + "estimated_input_tokens": 1139, + "estimated_eval_tokens": 2534 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Two open PRs in the cluster, but they fix unrelated problems: one handles model_context_window_exceeded overflow reporting in the embedded runner, the other preserves Slack DM thread context for assistant root messages.", + "confidence": 0.98, + "canonical_issue_reason": null, + "canonical_pr_reason": "No single canonical PR: the two PRs target different subsystems and different bugs, so they are not duplicate fixes.", + "best_issue_reason": null, + "best_pr_reason": "PR 63839 is the better representative only because it has a concrete runtime bug fix with an explicit issue target and a narrowly defined code path; however, it is not a duplicate of PR 63840.", + "soft_edge_verdicts": [ + { + "left": "pull_request:63839", + "right": "pull_request:63840", + "accept": false, + "reason": "Reject: these are unrelated PRs. 63839 fixes context-overflow error surfacing for model_context_window_exceeded in the embedded runner; 63840 fixes Slack DM threading behavior. They touch different filenames, code paths, and user-facing bugs, and could not plausibly be merged into one PR." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 53, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-63847-3", + "nodes": [ + "pull_request:63847", + "pull_request:63848", + "pull_request:66844" + ], + "soft_pairs": [ + "pull_request:63847|pull_request:66844", + "pull_request:63847|pull_request:63848" + ], + "prepared_review_unit_hash": "ca0ecc9e2f9d288921732f2ec3f495f36e597028d7e865a3b503095294545734", + "component_budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 6687, + "estimated_input_tokens": 1672, + "estimated_eval_tokens": 3600 + }, + "budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 6687, + "estimated_input_tokens": 1672, + "estimated_eval_tokens": 3600 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These are three related memory/embedding PRs, but they fix different bugs in different code paths: CLI plugin loading for memory commands, memory-search provider resolution, and embedding-provider runtime recognition. I do not see a single underlying change they could be safely merged into one PR.", + "confidence": 0.92, + "canonical_issue_reason": null, + "canonical_pr_reason": "PR 63847 is the broadest and most central representative of the set, because it changes CLI startup behavior for memory commands and includes the most direct fix around plugin registration.", + "best_issue_reason": null, + "best_pr_reason": "PR 63847 is the best standalone representative, but only as an anchor for the memory-related cluster; it is not a duplicate of the others.", + "soft_edge_verdicts": [ + { + "left": "pull_request:63847", + "right": "pull_request:63848", + "accept": false, + "reason": "Different concrete bugs: 63847 loads plugins for memory commands at startup, while 63848 threads cfg into memory-search embedding provider resolution. Separate code paths and likely separate fixes." + }, + { + "left": "pull_request:63847", + "right": "pull_request:66844", + "accept": false, + "reason": "Different changes: 63847 is about CLI plugin loading for memory commands, while 66844 is about recognizing ollama in embedding-provider runtime resolution. Same subsystem, but not the same bug." + }, + { + "left": "pull_request:63848", + "right": "pull_request:66844", + "accept": false, + "reason": "63848 fixes configuration plumbing in memory-search, whereas 66844 fixes provider lookup/recognition at runtime. They do not appear to patch the same underlying failure." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 54, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-64027-2", + "nodes": [ + "pull_request:64027", + "pull_request:64805" + ], + "soft_pairs": [ + "pull_request:64027|pull_request:64805" + ], + "prepared_review_unit_hash": "9d04807f01ff54d2df54a6fd3903f18fc6ad30b6aac44de4ee53d19ce49163a9", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4799, + "estimated_input_tokens": 1200, + "estimated_eval_tokens": 2656 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4799, + "estimated_input_tokens": 1200, + "estimated_eval_tokens": 2656 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Two Feishu PRs overlap in shared session-plumbing files, but they target different features: in-place option-click card updates vs. streaming card footer token/context usage. They are not the same underlying change set.", + "confidence": 0.86, + "canonical_issue_reason": null, + "canonical_pr_reason": "PR 64027 is the better canonical PR for the cluster because it is the more explicit, broader Feishu feature change and it links a target issue, while 64805 appears to be a narrower follow-up feature around streaming card footers.", + "best_issue_reason": null, + "best_pr_reason": "PR 64027 is the strongest representative PR here: it has an explicit issue target, a larger coherent feature scope, and the shared files do not imply the same concrete fix as 64805.", + "soft_edge_verdicts": [ + { + "left": "pull_request:64027", + "right": "pull_request:64805", + "accept": false, + "reason": "Shared Feishu files only indicate related plumbing. 64027 implements in-place card content updates on option click, while 64805 adds token/context usage to a streaming card footer. Different user-visible features, so not the same PR-worthy change." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 55, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-64179-2", + "nodes": [ + "pull_request:64179", + "pull_request:64185" + ], + "soft_pairs": [ + "pull_request:64179|pull_request:64185" + ], + "prepared_review_unit_hash": "8053124a96e4b02e0f014474d2cd963fd9bd8ab6142c7d28ad2ab37a8d71918b", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 5074, + "estimated_input_tokens": 1269, + "estimated_eval_tokens": 2794 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 5074, + "estimated_input_tokens": 1269, + "estimated_eval_tokens": 2794 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "The two pull requests are unrelated: one adds localized tool summaries for agents, while the other adds a Feishu session trace relay and its docs/scripts. They do not appear to fix the same underlying bug or implement the same change.", + "confidence": 0.98, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": null, + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "pull_request:64179", + "right": "pull_request:64185", + "accept": false, + "reason": "Different features and code paths: agent tool-summary localization vs a Feishu session trace relay. They are not the same concrete fix and would not plausibly be merged as one PR." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 56, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-64198-2", + "nodes": [ + "pull_request:64198", + "pull_request:64215" + ], + "soft_pairs": [ + "pull_request:64198|pull_request:64215" + ], + "prepared_review_unit_hash": "5dd2de09e2e5c9841142d085817d1e1b899934ab275c1a165527b73c5b5d0163", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4575, + "estimated_input_tokens": 1144, + "estimated_eval_tokens": 2544 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4575, + "estimated_input_tokens": 1144, + "estimated_eval_tokens": 2544 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Both pull requests appear to fix the same underlying bug: nondeterministic ordering of available skills in the prompt. They touch the same files, target the same issue, and the diffs/test intent are aligned, so they are good duplicate candidates.", + "confidence": 0.96, + "canonical_issue_reason": null, + "canonical_pr_reason": "64215 is the cleaner representative: it has the more explicit title about deterministic prompt ordering, directly cites the tracking issue, and appears to implement the same alphabetical-sorting fix as the other PR.", + "best_issue_reason": null, + "best_pr_reason": "64215 is the best PR to keep as canonical because it is the more explicit and directly scoped version of the same fix, with clear issue linkage and matching code path.", + "soft_edge_verdicts": [ + { + "left": "pull_request:64198", + "right": "pull_request:64215", + "accept": true, + "reason": "Same underlying change: sort available_skills alphabetically before prompt formatting. They share the same issue target and files, and the test additions indicate the same concrete bug fix rather than just related subsystem work." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 57, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-64263-2", + "nodes": [ + "pull_request:64263", + "pull_request:64265" + ], + "soft_pairs": [ + "pull_request:64263|pull_request:64265" + ], + "prepared_review_unit_hash": "09ca7c424839766298a77b9de5085bd799d7d116bb980abe74591eb1e3d91935", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 6932, + "estimated_input_tokens": 1733, + "estimated_eval_tokens": 3722 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 6932, + "estimated_input_tokens": 1733, + "estimated_eval_tokens": 3722 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Two open PRs in the same agents area: one implements model-aware AGENTS selection and bootstrap-signature gating, while the other appears to be a follow-up docs/tests PR for that feature. They share files, but they are not the same concrete change.", + "confidence": 0.87, + "canonical_issue_reason": null, + "canonical_pr_reason": "64263 is the primary implementation PR: it adds the new AGENTS selection logic and bootstrapSignatureMode behavior in code, so it best represents the underlying change.", + "best_issue_reason": null, + "best_pr_reason": "64263 is the best representative PR because it contains the functional code-path change; 64265 looks like supporting documentation and test coverage rather than the core fix/feature.", + "soft_edge_verdicts": [ + { + "left": "pull_request:64263", + "right": "pull_request:64265", + "accept": false, + "reason": "Shared agent/bootstrap files indicate related work, but 64265 is mainly docs/tests around the feature rather than the same concrete code-path change. They could be part of one release topic, but not the same PR-level change for duplicate merging." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 58, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-64387-2", + "nodes": [ + "pull_request:64387", + "pull_request:64388" + ], + "soft_pairs": [ + "pull_request:64387|pull_request:64388" + ], + "prepared_review_unit_hash": "f424c2c6b3fc8c3d2b9a1b66fa0a8d882d210060143707e91172f1d072d454b4", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4566, + "estimated_input_tokens": 1142, + "estimated_eval_tokens": 2540 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4566, + "estimated_input_tokens": 1142, + "estimated_eval_tokens": 2540 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "The two PRs are not duplicates: they share incidental plugin-loader files, but one fixes a missing destructured field (`activationSourceConfig`) while the other changes `cache:false` + `activate:false` handling. Different code paths, different behavior.", + "confidence": 0.96, + "canonical_issue_reason": null, + "canonical_pr_reason": "PR #64387 is the cleaner representative of this cluster because it is a narrowly scoped loader destructuring fix, whereas #64388 is a separate behavior-change PR about option handling and auto-correction.", + "best_issue_reason": null, + "best_pr_reason": "PR #64387 is the better standalone PR candidate: it has a single concrete fix and a clearer, more self-contained code path than #64388.", + "soft_edge_verdicts": [ + { + "left": "pull_request:64387", + "right": "pull_request:64388", + "accept": false, + "reason": "Reject: same subsystem and shared files do not imply duplication. #64387 fixes missing `activationSourceConfig` destructuring in `loadOpenClawPlugins`; #64388 changes how `cache:false` is handled when `activate:false`. These are different bugs and would not naturally be merged into one PR." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 59, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-64393-2", + "nodes": [ + "pull_request:64393", + "pull_request:64557" + ], + "soft_pairs": [ + "pull_request:64393|pull_request:64557" + ], + "prepared_review_unit_hash": "792b1afe01039076b442e590858987a510e144fd5bc79e4b7c7d450de1334528", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4548, + "estimated_input_tokens": 1137, + "estimated_eval_tokens": 2530 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4548, + "estimated_input_tokens": 1137, + "estimated_eval_tokens": 2530 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Both PRs target the same bug: session invalidation caused by the ephemeral loopback MCP overlay being included in the MCP config hash. PR 64393 is the broader, more complete fix with regression coverage; PR 64557 is a narrower implementation of the same underlying change.", + "confidence": 0.93, + "canonical_issue_reason": null, + "canonical_pr_reason": "PR 64393 is the better canonical PR because it contains the fuller fix path and regression tests across the CLI runner/session flow, while PR 64557 is a smaller variant of the same hash-exclusion change.", + "best_issue_reason": null, + "best_pr_reason": "PR 64393 is the strongest representative of the cluster: it directly addresses the ephemeral-port hashing regression and includes tests that validate stability across restarts.", + "soft_edge_verdicts": [ + { + "left": "pull_request:64393", + "right": "pull_request:64557", + "accept": true, + "reason": "Same underlying bug and same fix area in bundle-mcp hashing; both exclude the ephemeral loopback overlay from mcpConfigHash, so they are duplicate PRs for triage purposes." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 60, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-64470-2", + "nodes": [ + "pull_request:64470", + "pull_request:65324" + ], + "soft_pairs": [ + "pull_request:64470|pull_request:65324" + ], + "prepared_review_unit_hash": "3f5a21a480d5dde38d1555f88e126064fdc40f14cfecd7d52732e5c6e650d5e2", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4334, + "estimated_input_tokens": 1084, + "estimated_eval_tokens": 2424 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4334, + "estimated_input_tokens": 1084, + "estimated_eval_tokens": 2424 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Two open PRs propose the same WSL2 Chrome-launch fix: set DISPLAY for Chrome in chrome.ts. They look like duplicate implementations of the same underlying change, with one variant adding test coverage.", + "confidence": 0.78, + "canonical_issue_reason": null, + "canonical_pr_reason": "64470 is the cleaner direct fix: it adds WSL2 detection in chrome.ts and sets DISPLAY=:0 for Chrome launches with minimal scope.", + "best_issue_reason": null, + "best_pr_reason": "64470 is the strongest representative because it implements the exact runtime fix in the affected launcher path without extra test-only churn.", + "soft_edge_verdicts": [ + { + "left": "pull_request:64470", + "right": "pull_request:65324", + "accept": true, + "reason": "Both PRs target the same WSL2 Chrome-launch DISPLAY problem in chrome.ts and implement the same environment override; 65324 appears to be a broader/test-augmented version of the same fix." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet: both PRs target the same WSL2 Chrome launch DISPLAY issue in `chrome.ts`, and 65324 appears to add related test coverage rather than a different fix. The soft-edge verdict is conservative enough, and the pair looks mergeable into one PR for the same bugfix." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 61, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-64516-2", + "nodes": [ + "pull_request:64516", + "pull_request:66838" + ], + "soft_pairs": [ + "pull_request:64516|pull_request:66838" + ], + "prepared_review_unit_hash": "35cca19af86c89800efdb9cec5df5312da1bf0136c146d9466f1dfe906ca4210", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4583, + "estimated_input_tokens": 1146, + "estimated_eval_tokens": 2548 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4583, + "estimated_input_tokens": 1146, + "estimated_eval_tokens": 2548 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Both PRs appear to target the same heartbeat cron wrapper behavior: making the prompt neutral so embedded steps run instead of being treated as a user-relay reminder. PR #66838 looks like a superset of #64516 with extra test coverage.", + "confidence": 0.94, + "canonical_issue_reason": null, + "canonical_pr_reason": "PR #66838 is the better canonical candidate because it covers the same heartbeat prompt neutrality change as #64516 and also adds broader regression coverage in an additional test file.", + "best_issue_reason": null, + "best_pr_reason": "PR #66838 is the strongest standalone representative of the change: same files, same title, same underlying heartbeat wrapper fix, plus extra test coverage.", + "soft_edge_verdicts": [ + { + "left": "pull_request:64516", + "right": "pull_request:66838", + "accept": true, + "reason": "Same underlying heartbeat cron prompt wrapper fix in the same code path; #66838 looks like an extension of #64516 rather than a different change." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 62, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-64631-3", + "nodes": [ + "pull_request:64631", + "pull_request:64661", + "pull_request:64709" + ], + "soft_pairs": [ + "pull_request:64631|pull_request:64709", + "pull_request:64631|pull_request:64661", + "pull_request:64661|pull_request:64709" + ], + "prepared_review_unit_hash": "319f1d32d0522ba52cd5639a12e3d698c4a952dc68db85132e2fd539141e8afd", + "component_budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 3, + "serialized_chars": 8947, + "estimated_input_tokens": 2237, + "estimated_eval_tokens": 4730 + }, + "budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 3, + "serialized_chars": 8947, + "estimated_input_tokens": 2237, + "estimated_eval_tokens": 4730 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "All three PRs appear to target the same Windows child-process output decoding bug, centered on codepage-aware decoding for spawned/exec\u2019d processes. PR 64661 looks like the best canonical representative because it introduces the shared windows-encoding helper and applies it across the relevant callers with focused tests.", + "confidence": 0.83, + "canonical_issue_reason": null, + "canonical_pr_reason": "PR 64661 is the clearest canonical choice: it has the most explicit scope, introduces the shared encoding helper, and applies the fix across the main execution/caller paths with dedicated tests.", + "best_issue_reason": null, + "best_pr_reason": "PR 64661 is the best overall representative because it appears to contain the core reusable fix for Windows codepage-aware decoding, while 64631 and 64709 read as narrower or phrased variants of the same change.", + "soft_edge_verdicts": [ + { + "left": "pull_request:64631", + "right": "pull_request:64661", + "accept": true, + "reason": "Both PRs address Windows codepage-aware child-process output decoding and touch the same execution-path files; they look like overlapping variants of the same underlying fix." + }, + { + "left": "pull_request:64631", + "right": "pull_request:64709", + "accept": true, + "reason": "Despite different wording, both PRs target the same Windows child-process encoding bug and overlap heavily in the execution/caller files, making them mergeable into one change set." + }, + { + "left": "pull_request:64661", + "right": "pull_request:64709", + "accept": true, + "reason": "These PRs are near-parallel descriptions of the same Windows CJK/codepage decoding fix, with the same helper and the same affected process-path files." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet: all three PRs are about Windows child-process output decoding/codepage handling, and the shared filenames plus titles support treating them as overlapping variants of the same bugfix. The soft-edge acceptances are conservative enough here, and nothing is overstated beyond the evidence." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 63, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-64673-2", + "nodes": [ + "pull_request:64673", + "pull_request:65188" + ], + "soft_pairs": [ + "pull_request:64673|pull_request:65188" + ], + "prepared_review_unit_hash": "0ab068825afc05dfaa97f856830bc007f5e30104aaebc8d51f2271c34a86a956", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4613, + "estimated_input_tokens": 1154, + "estimated_eval_tokens": 2564 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4613, + "estimated_input_tokens": 1154, + "estimated_eval_tokens": 2564 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "The two PRs overlap on issue #64651 and both touch the chat layout stylesheet, but they are not the same change: #64673 is a focused CSS fix for iOS Safari auto-zoom, while #65188 bundles that UI tweak with separate iOS gateway TLS/local-network connection changes.", + "confidence": 0.91, + "canonical_issue_reason": null, + "canonical_pr_reason": "PR #64673 is the cleanest representation of the underlying UI bug: a small, direct font-size change to prevent iOS Safari auto-zoom.", + "best_issue_reason": null, + "best_pr_reason": "PR #64673 is the best cluster representative because it isolates the exact auto-zoom fix; #65188 is broader and mixes in unrelated gateway networking work.", + "soft_edge_verdicts": [ + { + "left": "pull_request:64673", + "right": "pull_request:65188", + "accept": false, + "reason": "Reject: they are not the same underlying change. #64673 is a pure UI font-size fix, while #65188 includes additional iOS gateway TLS/local-network logic and is not merge-equivalent to the smaller PR." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 64, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-64749-3", + "nodes": [ + "pull_request:64749", + "pull_request:64773", + "pull_request:64934" + ], + "soft_pairs": [ + "pull_request:64749|pull_request:64773", + "pull_request:64749|pull_request:64934" + ], + "prepared_review_unit_hash": "f4d92b329a439a3e7d304e8b2a55e3cc8498012de9dca058063654cef0e8a4ca", + "component_budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 7397, + "estimated_input_tokens": 1850, + "estimated_eval_tokens": 3956 + }, + "budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 7397, + "estimated_input_tokens": 1850, + "estimated_eval_tokens": 3956 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These PRs are thematically similar but not duplicates: one adds observable worker/task-state snapshots, one adds observable session-state snapshots, and one adds intermediate task status states. They target different subsystems and code paths.", + "confidence": 0.93, + "canonical_issue_reason": null, + "canonical_pr_reason": "PR 64749 is the broadest representative of the shared 'observable state' theme, but it still addresses worker/task observability rather than sessions or task-status transitions, so it is not a true duplicate of the others.", + "best_issue_reason": null, + "best_pr_reason": "PR 64749 is the closest fit as a cluster representative because it has the widest surface area and the strongest overlap in naming/theme, even though the other PRs are distinct changes.", + "soft_edge_verdicts": [ + { + "left": "pull_request:64749", + "right": "pull_request:64773", + "accept": false, + "reason": "Both mention observable state snapshots, but 64749 is about worker/task observability and CLI plumbing, while 64773 is about session state storage; different feature areas and code paths." + }, + { + "left": "pull_request:64749", + "right": "pull_request:64934", + "accept": false, + "reason": "Both touch tasks, but 64749 adds observable worker state snapshot plumbing, whereas 64934 changes task status semantics and summaries to add intermediate active states; not the same underlying change." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 65, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-64901-5", + "nodes": [ + "pull_request:64901", + "pull_request:65030", + "pull_request:65952", + "pull_request:68725", + "pull_request:68730" + ], + "soft_pairs": [ + "pull_request:64901|pull_request:65030", + "pull_request:65952|pull_request:68725", + "pull_request:68725|pull_request:68730", + "pull_request:65030|pull_request:65952" + ], + "prepared_review_unit_hash": "6cd7f1aea87e3033409e6d5242ee6ac98a5ebf80eb51387610efcf584adf1887", + "component_budget": { + "node_count": 5, + "item_count": 5, + "soft_pair_count": 4, + "serialized_chars": 12370, + "estimated_input_tokens": 3093, + "estimated_eval_tokens": 6442 + }, + "budget": { + "node_count": 5, + "item_count": 5, + "soft_pair_count": 4, + "serialized_chars": 12370, + "estimated_input_tokens": 3093, + "estimated_eval_tokens": 6442 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These PRs form a loose theme around context-window metadata in Bedrock/Mantle, but they are not the same underlying change. Each one targets a different provider path or feature: warning on hardcoded defaults, provenance flags, fixed model window tables, or a Claude-specific override.", + "confidence": 0.94, + "canonical_issue_reason": null, + "canonical_pr_reason": "PR 65030 is the best canonical representative for the cluster because it has an explicit issue link (64919) and touches the shared model metadata path most broadly, adding the provenance flag used by downstream code.", + "best_issue_reason": null, + "best_pr_reason": "PR 65030 is the strongest overall representative: it is tied to the tracking issue, updates shared types and runner/model plumbing, and establishes the provenance mechanism that other changes can build on.", + "soft_edge_verdicts": [ + { + "left": "pull_request:64901", + "right": "pull_request:65030", + "accept": false, + "reason": "Related context-window work, but different behavior and code paths: 64901 adds a warning when a default is used, while 65030 adds a provenance flag for Bedrock-discovered model metadata." + }, + { + "left": "pull_request:65952", + "right": "pull_request:68725", + "accept": false, + "reason": "Both adjust context-window discovery, but for different providers and model sets (Amazon Bedrock vs Mantle). They are not the same concrete bug or change." + }, + { + "left": "pull_request:68725", + "right": "pull_request:68730", + "accept": false, + "reason": "Same Mantle file, but different features: 68725 adds known context windows for open-weight models, while 68730 adds a Claude-specific Anthropic Messages override. These would not merge as one PR." + }, + { + "left": "pull_request:65030", + "right": "pull_request:65952", + "accept": false, + "reason": "They share the Bedrock discovery area and tracking issue, but 65030 is about provenance tracking, whereas 65952 is about populating known model context windows. Distinct changes, not duplicates." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 66, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-64988-3", + "nodes": [ + "pull_request:64988", + "pull_request:65005", + "pull_request:65213" + ], + "soft_pairs": [ + "pull_request:64988|pull_request:65005", + "pull_request:65005|pull_request:65213" + ], + "prepared_review_unit_hash": "23bef816051ab32e3ada273a9c3ea272da83e1bef046b25ab573869790a0467d", + "component_budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 6835, + "estimated_input_tokens": 1709, + "estimated_eval_tokens": 3674 + }, + "budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 6835, + "estimated_input_tokens": 1709, + "estimated_eval_tokens": 3674 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These PRs are related by a broad \u201cexplain/resolution\u201d theme, but they do not look like duplicates of the same underlying change. One fixes model-family provider inference, one adds a models explain command, and one adds a sessions explain command.", + "confidence": 0.94, + "canonical_issue_reason": null, + "canonical_pr_reason": "PR #65005 is the best cluster representative: it is the central user-facing explain feature around provider/model resolution, while the others are separate lower-level routing logic or a different sessions command.", + "best_issue_reason": null, + "best_pr_reason": "PR #65005 is the strongest single representative of the cluster\u2019s shared theme, but it is still distinct from the other two changes.", + "soft_edge_verdicts": [ + { + "left": "pull_request:64988", + "right": "pull_request:65005", + "accept": false, + "reason": "Related to model/provider resolution, but #64988 is a routing inference fix/test and #65005 adds a CLI explain command; different code paths and not mergeable as one PR." + }, + { + "left": "pull_request:65005", + "right": "pull_request:65213", + "accept": false, + "reason": "Both are explain-related, but #65005 targets models resolution while #65213 targets stored sessions; they solve different command surfaces and behaviors." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 67, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-65010-3", + "nodes": [ + "pull_request:65010", + "pull_request:65221", + "pull_request:65222" + ], + "soft_pairs": [ + "pull_request:65010|pull_request:65222", + "pull_request:65010|pull_request:65221", + "pull_request:65221|pull_request:65222" + ], + "prepared_review_unit_hash": "5ffd139cff7b2e7c2f1bc22ccda780f7679526c9f4af06fa024a4f1278720403", + "component_budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 3, + "serialized_chars": 10516, + "estimated_input_tokens": 2629, + "estimated_eval_tokens": 5514 + }, + "budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 3, + "serialized_chars": 10516, + "estimated_input_tokens": 2629, + "estimated_eval_tokens": 5514 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These three PRs are related by a shared embedded-run/steer/interrupt area, but they appear to fix different layers of the problem rather than the same exact change. The registry-race PR is the best representative; the other two are narrower and/or use a different delivery path.", + "confidence": 0.84, + "canonical_issue_reason": null, + "canonical_pr_reason": "PR #65221 is the strongest canonical representative because it targets the core embedded-run vs ReplyOperation scheduling race directly, with registry-level changes and tests. The other PRs look narrower: #65010 changes steer-message gating inside the embedded runner, and #65222 routes around Telegram sequential-key delivery for interrupts/steers.", + "best_issue_reason": null, + "best_pr_reason": "PR #65221 is the best overall fit for the cluster because it addresses the most central underlying race condition and spans the relevant runner/registry logic. It is more root-cause-oriented than #65010 and more directly tied to interrupt scheduling than #65222.", + "soft_edge_verdicts": [ + { + "left": "pull_request:65010", + "right": "pull_request:65222", + "accept": false, + "reason": "Both touch steer/interrupt handling, but #65010 fixes when steer messages are accepted inside the embedded attempt, while #65222 changes Telegram delivery to bypass grammY sequential keys. Different code paths and not clearly the same change." + }, + { + "left": "pull_request:65010", + "right": "pull_request:65221", + "accept": false, + "reason": "They overlap in the embedded-run area, but #65010 is a narrow steer-gating fix and #65221 is a broader registry race fix. Related symptoms, but not the same concrete bug fix." + }, + { + "left": "pull_request:65221", + "right": "pull_request:65222", + "accept": false, + "reason": "#65221 fixes embedded-run/ReplyOperation registry scheduling, whereas #65222 is specifically about Telegram message delivery ordering. Shared goal, but different underlying mechanism and not mergeable as one PR." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 68, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-65051-2", + "nodes": [ + "pull_request:65051", + "pull_request:65340" + ], + "soft_pairs": [ + "pull_request:65051|pull_request:65340" + ], + "prepared_review_unit_hash": "d41140ff2578c89564179284d63b15034a09ff03d10a64a4c15f92ba76ffc17d", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 3951, + "estimated_input_tokens": 988, + "estimated_eval_tokens": 2232 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 3951, + "estimated_input_tokens": 988, + "estimated_eval_tokens": 2232 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Two unrelated pull requests: one fixes workspace skill grouping in the Control Panel, the other adds a regression test for nested provider-qualified chat model refs. They do not appear to target the same underlying bug or change.", + "confidence": 0.97, + "canonical_issue_reason": null, + "canonical_pr_reason": "PR #65051 is the stronger canonical PR candidate because it contains the actual behavior fix in production code, while #65340 is test-only and narrowly covers a separate chat-model resolution edge case.", + "best_issue_reason": null, + "best_pr_reason": "PR #65051 is the best overall PR in this cluster: it directly changes the grouping logic that determines where skills appear. PR #65340 is only a regression test and does not by itself represent the main fix.", + "soft_edge_verdicts": [ + { + "left": "pull_request:65051", + "right": "pull_request:65340", + "accept": false, + "reason": "Different code paths and problems: Control Panel skill grouping vs chat model reference resolution. They share no files or explicit target and are not mergeable as one PR." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 69, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-65150-2", + "nodes": [ + "pull_request:65150", + "pull_request:65186" + ], + "soft_pairs": [ + "pull_request:65150|pull_request:65186" + ], + "prepared_review_unit_hash": "b1792b49737cf590ef0ab386ae066c73dfe07b3de05e83dd45a8f0896b2267be", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4533, + "estimated_input_tokens": 1134, + "estimated_eval_tokens": 2524 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4533, + "estimated_input_tokens": 1134, + "estimated_eval_tokens": 2524 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Both pull requests appear to carry the same patch adding internal tool execution hooks in the same code path and same files; they look like duplicate PRs rather than separate changes.", + "confidence": 0.86, + "canonical_issue_reason": null, + "canonical_pr_reason": "PR #65150 is the better canonical choice because its title directly matches the actual change and it already has an inbound reference, suggesting it is the more established thread for this patch.", + "best_issue_reason": null, + "best_pr_reason": "PR #65150 is the strongest representative of the cluster: same filenames and diff preview as the other PR, but with a clearer, more specific title tied to the code change.", + "soft_edge_verdicts": [ + { + "left": "pull_request:65150", + "right": "pull_request:65186", + "accept": true, + "reason": "The two PRs touch the same files with the same diff preview and the same underlying code-path change (adding before/after execute internal hooks for tools), so they look like duplicate implementations of one patch." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The verdict is grounded in the packet: both PRs share the same filenames and identical diff preview, so treating them as duplicate/mergeable is reasonable. The canonical-choice rationale is also conservative and supported by the inbound-reference count and the clearer title on #65150." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 70, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-65175-2", + "nodes": [ + "pull_request:65175", + "pull_request:65181" + ], + "soft_pairs": [ + "pull_request:65175|pull_request:65181" + ], + "prepared_review_unit_hash": "019fe0e912d4d8bbf5502c0a3009a80c661106a8f3a989d48933341e37c3b4ae", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4002, + "estimated_input_tokens": 1001, + "estimated_eval_tokens": 2258 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4002, + "estimated_input_tokens": 1001, + "estimated_eval_tokens": 2258 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Both PRs address the same isolated-cron sessionFile persistence bug (#65151); one is the code fix, the other is the same fix plus a focused regression test.", + "confidence": 0.98, + "canonical_issue_reason": null, + "canonical_pr_reason": "65181 is the better representative PR because it contains the same production fix as 65175 plus a targeted test covering the sessionFile persistence behavior.", + "best_issue_reason": null, + "best_pr_reason": "65181 is the best PR for the cluster since it fixes the same concrete code path and adds regression coverage, making it the most complete version of the change.", + "soft_edge_verdicts": [ + { + "left": "pull_request:65175", + "right": "pull_request:65181", + "accept": true, + "reason": "Accept: both PRs patch the same isolated cron run-executor sessionFile persistence bug, and 65181 is just the code fix plus a test for that same behavior." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 71, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-65248-2", + "nodes": [ + "pull_request:65248", + "pull_request:68617" + ], + "soft_pairs": [ + "pull_request:65248|pull_request:68617" + ], + "prepared_review_unit_hash": "d4d8c6d8c2d5d88d5e619525a05a60e2744c9c063e6e4bfe854a3893d69a30b4", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4574, + "estimated_input_tokens": 1144, + "estimated_eval_tokens": 2544 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4574, + "estimated_input_tokens": 1144, + "estimated_eval_tokens": 2544 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Both PRs appear to address the same ACP slash-command bypass behavior in bound sessions; PR 68617 is the more complete and explicit formulation of the fix.", + "confidence": 0.86, + "canonical_issue_reason": null, + "canonical_pr_reason": "PR 68617 is the stronger representative: it frames the fix around keeping /acp commands local in bound sessions and adds broader test coverage, while 65248 looks like an earlier narrower version of the same bypass change.", + "best_issue_reason": null, + "best_pr_reason": "PR 68617 is the best standalone PR because it most clearly states the intended behavior change and appears to include the more complete test/update set for the same dispatch-path fix.", + "soft_edge_verdicts": [ + { + "left": "pull_request:65248", + "right": "pull_request:68617", + "accept": true, + "reason": "Same underlying ACP dispatch-bypass change in the same code path (/src/auto-reply/reply/dispatch-acp-command-bypass.ts); the titles and test updates indicate overlapping behavior for keeping bound /acp slash commands local, and they could plausibly be merged into one PR." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet: both PRs touch the same ACP dispatch-bypass path and shared test files, and their titles/diffs support the same bound-session /acp local-handling fix. The soft-edge verdict is conservative because it says they could plausibly be merged, rather than claiming certainty beyond the evidence." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 72, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-65453-2", + "nodes": [ + "pull_request:65453", + "pull_request:68485" + ], + "soft_pairs": [ + "pull_request:65453|pull_request:68485" + ], + "prepared_review_unit_hash": "4c0de92d20b59a1c0af1f78fdf38d8eadce39647c8f86563f98d438613e39061", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4434, + "estimated_input_tokens": 1109, + "estimated_eval_tokens": 2474 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4434, + "estimated_input_tokens": 1109, + "estimated_eval_tokens": 2474 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Both PRs target the same MiniMax-M2.7 image-input enablement behind issue #65424 and touch the same provider-catalog code path, so they look like duplicate implementations of one fix.", + "confidence": 0.93, + "canonical_issue_reason": null, + "canonical_pr_reason": "Choose PR #65453 as the canonical PR: it is the earlier, more complete implementation, with broader changes across model definitions and the provider catalog plus review activity already attached.", + "best_issue_reason": null, + "best_pr_reason": "PR #65453 is the best representative of the cluster because it contains the core fix and the supporting refactor that makes the image-capable-model logic explicit.", + "soft_edge_verdicts": [ + { + "left": "pull_request:65453", + "right": "pull_request:68485", + "accept": true, + "reason": "Same underlying change: enabling image input for MiniMax-M2.7 models in the provider catalog. They share the same issue target, same subsystem, and the diffs point to the same code path, so they could plausibly be merged into one PR." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 73, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-65561-4", + "nodes": [ + "pull_request:65561", + "pull_request:65735", + "pull_request:65962", + "pull_request:66671" + ], + "soft_pairs": [ + "pull_request:65561|pull_request:65735", + "pull_request:65735|pull_request:65962", + "pull_request:65735|pull_request:66671" + ], + "prepared_review_unit_hash": "4bfc52432d645db8c400fde901fef2b93a2130456612a5989a71a9d6e5f22d3e", + "component_budget": { + "node_count": 4, + "item_count": 4, + "soft_pair_count": 3, + "serialized_chars": 9089, + "estimated_input_tokens": 2273, + "estimated_eval_tokens": 4802 + }, + "budget": { + "node_count": 4, + "item_count": 4, + "soft_pair_count": 3, + "serialized_chars": 9089, + "estimated_input_tokens": 2273, + "estimated_eval_tokens": 4802 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Cluster centers on tsdown runtime-entry fixes, especially the /status command. 65561 is the broader implementation PR, 65735 is the narrower /status fix with regression tests, and the other two PRs are adjacent but distinct changes.", + "confidence": 0.81, + "canonical_issue_reason": null, + "canonical_pr_reason": "PR 65735 is the best canonical representative for the shared /status runtime-entry bug: it is narrowly scoped to the missing entries and includes regression tests, making it the clearest duplicate target for that specific fix.", + "best_issue_reason": null, + "best_pr_reason": "PR 65735 is the best overall representative because it targets the concrete /status runtime-entry problem directly and adds tests, while 65561 is broader in scope and the other PRs address different runtime-entry or import mechanics.", + "soft_edge_verdicts": [ + { + "left": "pull_request:65561", + "right": "pull_request:65735", + "accept": true, + "reason": "These look like the same underlying /status runtime-entry fix family: 65561 carries the broader code-side implementation, while 65735 narrows it down and adds regression tests. They are not identical file-for-file, but the changes are plausibly mergeable as one bugfix." + }, + { + "left": "pull_request:65735", + "right": "pull_request:65962", + "accept": false, + "reason": "Both touch tsdown config and tests, but they fix different missing runtime entries: /status command entries versus config/sessions/store.runtime. Same build system, different concrete change." + }, + { + "left": "pull_request:65735", + "right": "pull_request:66671", + "accept": false, + "reason": "66671 is about replacing a source-tree-relative runtime import in session-status-tool, which is a different mechanism and code-path from adding /status tsdown runtime entries." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "Rejecting because one soft-edge verdict overstates the packet: 65561 and 65735 do not share the same files beyond tsdown.config.ts, so saying they address the fix in the \"same files\" is unsupported. The pair may still be mergeable as the same /status bugfix, but the justification should be softened to reflect that 65561 is broader and 65735 adds regression tests. The other two verdicts and the overall summary are more conservative." + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 74, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-65593-2", + "nodes": [ + "pull_request:65593", + "pull_request:67796" + ], + "soft_pairs": [ + "pull_request:65593|pull_request:67796" + ], + "prepared_review_unit_hash": "08e7fce547a891ddf70d206b73debd781b42fed4b528ca36ac847f0a8a1297f1", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 3999, + "estimated_input_tokens": 1000, + "estimated_eval_tokens": 2256 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 3999, + "estimated_input_tokens": 1000, + "estimated_eval_tokens": 2256 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Two Mattermost PRs in the same area, but they fix different handleAction send behaviors: one forwards media access context, the other adds fallback parameter names for mediaUrl. They are related, not duplicates.", + "confidence": 0.92, + "canonical_issue_reason": null, + "canonical_pr_reason": "PR 65593 is the broader, more representative fix: it forwards mediaLocalRoots and mediaReadFile through handleAction send and adds regression coverage for that path.", + "best_issue_reason": null, + "best_pr_reason": "PR 65593 best captures the main code-path change in this cluster; PR 67796 is a narrower input-normalization tweak and less representative of the underlying handling bug.", + "soft_edge_verdicts": [ + { + "left": "pull_request:65593", + "right": "pull_request:67796", + "accept": false, + "reason": "Different concrete changes: 65593 forwards media access context during send, while 67796 only adds filePath/path fallbacks for mediaUrl. They touch the same file but not the same underlying bug or mergeable fix." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 75, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-65616-3", + "nodes": [ + "pull_request:65616", + "pull_request:68622", + "pull_request:68624" + ], + "soft_pairs": [ + "pull_request:65616|pull_request:68622", + "pull_request:68622|pull_request:68624" + ], + "prepared_review_unit_hash": "80111b11d205df2cbbf1c345c35a132e9c8806324df10c009498dc3f86b964b9", + "component_budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 7927, + "estimated_input_tokens": 1982, + "estimated_eval_tokens": 4220 + }, + "budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 7927, + "estimated_input_tokens": 1982, + "estimated_eval_tokens": 4220 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Three open pull requests are related by plugin/hook infrastructure, but they address different features: a new HOL Guard plugin, a sessions_send delegation hook, and a session-run cancel seam. They are not duplicates, so the soft edges should be rejected.", + "confidence": 0.96, + "canonical_issue_reason": null, + "canonical_pr_reason": "PR #68624 is the best representative because it is the broadest and most central infrastructure change, with explicit issue linkage and multiple runtime/gateway touchpoints. The other PRs are narrower and address different features.", + "best_issue_reason": null, + "best_pr_reason": "PR #68624 is the strongest standalone candidate for triage because it changes the core cancel path across gateway and session code, making it the most substantial and central of the three. PR #68622 is also infrastructure-related but narrower; PR #65616 is a separate feature plugin.", + "soft_edge_verdicts": [ + { + "left": "pull_request:65616", + "right": "pull_request:68622", + "accept": false, + "reason": "Different underlying changes: #65616 adds a new HOL Guard pre-execution plugin, while #68622 adds a sessions_send delegation hook in the plugin SDK/agent path. They do not fix the same code-path problem and would not be merged as one PR." + }, + { + "left": "pull_request:68622", + "right": "pull_request:68624", + "accept": false, + "reason": "Both touch plugin hook infrastructure, but they implement different seams: #68622 is for sessions_send delegation, and #68624 is for session-run cancellation. Shared files and baseline updates are not enough to make them the same change." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 76, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-65689-2", + "nodes": [ + "pull_request:65689", + "pull_request:68641" + ], + "soft_pairs": [ + "pull_request:65689|pull_request:68641" + ], + "prepared_review_unit_hash": "2f40447fe101e1920ede6b01a9ece31d91bc0898cf8e611a7190104770d73a9a", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4721, + "estimated_input_tokens": 1181, + "estimated_eval_tokens": 2618 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4721, + "estimated_input_tokens": 1181, + "estimated_eval_tokens": 2618 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "The two PRs touch the same chat UI area but address different bugs: one renders provider errors in chat history, while the other fixes image/attachment history rendering in Control UI. They are not the same underlying change.", + "confidence": 0.96, + "canonical_issue_reason": null, + "canonical_pr_reason": "PR #68641 is the better canonical representative because it has an explicit issue target and a narrowly defined image-rendering fix with clear user-facing symptom context.", + "best_issue_reason": null, + "best_pr_reason": "PR #68641 is the best overall representative in this cluster: it is concrete, issue-linked, and scoped to a single rendering bug rather than a broader error-display enhancement.", + "soft_edge_verdicts": [ + { + "left": "pull_request:65689", + "right": "pull_request:68641", + "accept": false, + "reason": "Different code paths and outcomes: #65689 adds provider errorMessage handling in chat history, while #68641 changes attachment/image rendering behavior. Shared files alone do not make them the same fix." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 77, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-65691-3", + "nodes": [ + "pull_request:65691", + "pull_request:65730", + "pull_request:65777" + ], + "soft_pairs": [ + "pull_request:65691|pull_request:65777", + "pull_request:65691|pull_request:65730", + "pull_request:65730|pull_request:65777" + ], + "prepared_review_unit_hash": "e3001a1e9b0c32222111c9e158e48a90c45e5b10113f0d8003570d132ed35207", + "component_budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 3, + "serialized_chars": 7834, + "estimated_input_tokens": 1959, + "estimated_eval_tokens": 4174 + }, + "budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 3, + "serialized_chars": 7834, + "estimated_input_tokens": 1959, + "estimated_eval_tokens": 4174 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These three PRs are only loosely similar at the theme level (prompt/context/feature additions) but they address different code paths: Slack message search, auto-reply thread follow-ups, and system-prompt IDENTITY guidance. I do not see a same-underlying-change duplicate among any pair.", + "confidence": 0.93, + "canonical_issue_reason": null, + "canonical_pr_reason": "PR 65730 is the most central of the three by soft-similarity, but the cluster is still heterogeneous; it\u2019s the best single representative only in a weak clustering sense.", + "best_issue_reason": null, + "best_pr_reason": "PR 65730 has the broadest apparent overlap with the others in terms of context/prompt-related language and the highest aggregate soft similarity, making it the best representative of this loose cluster.", + "soft_edge_verdicts": [ + { + "left": "pull_request:65691", + "right": "pull_request:65777", + "accept": false, + "reason": "Slack message search support and IDENTITY system-prompt guidance are unrelated changes; they touch different subsystems and could not plausibly be merged as one PR." + }, + { + "left": "pull_request:65691", + "right": "pull_request:65730", + "accept": false, + "reason": "One PR adds Slack search actions, the other changes auto-reply thread-context resolution. They do not fix the same bug or implement the same feature." + }, + { + "left": "pull_request:65730", + "right": "pull_request:65777", + "accept": false, + "reason": "Both involve prompt/context wording, but one is auto-reply follow-up resolution and the other is system-prompt defaults for IDENTITY.md; they are distinct changes with different code paths." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 78, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-65758-2", + "nodes": [ + "pull_request:65758", + "pull_request:65759" + ], + "soft_pairs": [ + "pull_request:65758|pull_request:65759" + ], + "prepared_review_unit_hash": "318d6c4c304a95f93d3b28b2b2961a8830ed1e1e430b1b0ad8963b024efda5a2", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4506, + "estimated_input_tokens": 1127, + "estimated_eval_tokens": 2510 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4506, + "estimated_input_tokens": 1127, + "estimated_eval_tokens": 2510 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These are two separate WhatsApp fixes in different code paths: one adds a reconnect safety timer in the connection controller, the other adds an application-level health probe to the inbound monitor. They do not look like the same underlying bug or change.", + "confidence": 0.97, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": null, + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "pull_request:65758", + "right": "pull_request:65759", + "accept": false, + "reason": "Different failure modes and subsystems: reconnect/close handling in the connection controller vs inbound monitor health probing. Not the same concrete fix and not plausibly one merged PR." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 79, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-65773-2", + "nodes": [ + "pull_request:65773", + "pull_request:65809" + ], + "soft_pairs": [ + "pull_request:65773|pull_request:65809" + ], + "prepared_review_unit_hash": "c1cf91c43c19b2f527c188d27b104b981b33e855b037664fd991906a8a614d35", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4484, + "estimated_input_tokens": 1121, + "estimated_eval_tokens": 2498 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4484, + "estimated_input_tokens": 1121, + "estimated_eval_tokens": 2498 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Both PRs target the same Slack manifest copy/paste bug in issue #65751 and modify the same setup flow to print manifest JSON without box-drawing borders. They are close enough to treat as duplicates of the same fix.", + "confidence": 0.97, + "canonical_issue_reason": null, + "canonical_pr_reason": "Choose #65809 as canonical: it more directly addresses the copyability problem by printing the raw manifest JSON outside the framed note and adds a clear explanatory comment tied to the reported issue.", + "best_issue_reason": null, + "best_pr_reason": "#65809 is the strongest standalone PR because it cleanly fixes the user-facing Slack manifest output on the exact setup path, with a straightforward implementation that matches the issue description.", + "soft_edge_verdicts": [ + { + "left": "pull_request:65773", + "right": "pull_request:65809", + "accept": true, + "reason": "Same issue target, same Slack setup code path, and both change manifest printing to remove box-drawing/border artifacts; they are effectively alternative implementations of the same fix." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 80, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-65778-3", + "nodes": [ + "pull_request:65778", + "pull_request:65805", + "pull_request:66029" + ], + "soft_pairs": [ + "pull_request:65778|pull_request:65805", + "pull_request:65778|pull_request:66029", + "pull_request:65805|pull_request:66029" + ], + "prepared_review_unit_hash": "c523d6fa0c48abead4803e183253d0902e87e1adc3c0d12b468c44234c1e41a2", + "component_budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 3, + "serialized_chars": 7667, + "estimated_input_tokens": 1917, + "estimated_eval_tokens": 4090 + }, + "budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 3, + "serialized_chars": 7667, + "estimated_input_tokens": 1917, + "estimated_eval_tokens": 4090 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "All three PRs implement the same fallback-retry prompt fix in `src/agents/command/attempt-execution.helpers.ts` and its test. They differ mainly in wording and polish, not in underlying change.", + "confidence": 0.97, + "canonical_issue_reason": null, + "canonical_pr_reason": "PR #66029 is the most complete representative: it has the same helper/test fix as the others, an explicit issue reference, and an added changelog note, making it the clearest canonical duplicate target.", + "best_issue_reason": null, + "best_pr_reason": "PR #66029 best captures the final form of the fix for the fallback retry prompt while preserving the original task context; it is the most polished and documentation-backed version of the same code-path change.", + "soft_edge_verdicts": [ + { + "left": "pull_request:65778", + "right": "pull_request:65805", + "accept": true, + "reason": "Same underlying bug and same code path: both change `resolveFallbackRetryPrompt` to prepend a system notice while preserving the original prompt, with matching tests." + }, + { + "left": "pull_request:65778", + "right": "pull_request:66029", + "accept": true, + "reason": "Same fix to the fallback retry prompt in the same helper/test files; #66029 is just a more polished version with changelog text and clearer wording." + }, + { + "left": "pull_request:65805", + "right": "pull_request:66029", + "accept": true, + "reason": "These PRs fix the same concrete fallback-retry behavior in the same code path and could plausibly be merged into one change set." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 81, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-65783-2", + "nodes": [ + "pull_request:65783", + "pull_request:65796" + ], + "soft_pairs": [ + "pull_request:65783|pull_request:65796" + ], + "prepared_review_unit_hash": "96fc55c23ddc70461b97ff6c929c2108687a5beb115ab47d208c0d8572c38262", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4919, + "estimated_input_tokens": 1230, + "estimated_eval_tokens": 2716 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4919, + "estimated_input_tokens": 1230, + "estimated_eval_tokens": 2716 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Both PRs target the same memory-embedding surrogate-pair bug and touch the same code path/files, so they look like duplicate implementations of the same fix rather than separate changes.", + "confidence": 0.72, + "canonical_issue_reason": "Issue 65782 is the shared upstream bug report both PRs explicitly target, so it is the natural canonical issue for the cluster.", + "canonical_pr_reason": "PR 65783 is the stronger canonical PR: it is earlier, more expansive, and includes the sanitizer plus dedicated tests across the affected memory embedding/host SDK files.", + "best_issue_reason": "65782 best represents the underlying bug this cluster is about; both PRs are anchored to it and neither provides a better issue-level description.", + "best_pr_reason": "65783 is the best representative PR because it appears to contain the fuller implementation and test coverage for the surrogate-pair sanitization fix on the shared code path.", + "soft_edge_verdicts": [ + { + "left": "pull_request:65783", + "right": "pull_request:65796", + "accept": true, + "reason": "Same underlying memory embedding bug: both modify the surrogate-pair handling/sanitization path in the same files and target the same issue, so they could plausibly be merged into one PR." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The cluster summary is grounded in the packet: both PRs explicitly target issue 65782 and overlap on the same memory-embedding files/code path. The soft-edge accept is conservative enough to be mergeable as a single bugfix PR. One minor wording caution: calling them outright \"duplicate implementations\" is a bit stronger than the evidence strictly requires, but the underlying same-fix conclusion is supported." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 82, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-65826-2", + "nodes": [ + "pull_request:65826", + "pull_request:67592" + ], + "soft_pairs": [ + "pull_request:65826|pull_request:67592" + ], + "prepared_review_unit_hash": "00e755a77981220aa647f0858562da1e4cd48dac85f34d8edb0a20e3d155fa33", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 5171, + "estimated_input_tokens": 1293, + "estimated_eval_tokens": 2842 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 5171, + "estimated_input_tokens": 1293, + "estimated_eval_tokens": 2842 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Both items are near-identical Android dependency-bump PRs, but they are not the same exact change set: 67592 is a later refresh with 17 updates versus 16 in 65826. High overlap, but not a duplicate-worthy same-change match.", + "confidence": 0.94, + "canonical_issue_reason": null, + "canonical_pr_reason": "Prefer PR 67592 as the canonical representative because it is the newer and slightly broader dependency refresh, so it is the most current version of this update series.", + "best_issue_reason": null, + "best_pr_reason": "PR 67592 is the strongest standalone candidate since it is the latest, most complete refresh of the Android dependency bumps.", + "soft_edge_verdicts": [ + { + "left": "pull_request:65826", + "right": "pull_request:67592", + "accept": false, + "reason": "Very similar dependency-bump PRs, but 67592 is a later refreshed update set with an extra change; they are not the same concrete change and should not be merged as duplicates." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 83, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-65831-3", + "nodes": [ + "pull_request:65831", + "pull_request:65881", + "pull_request:67322" + ], + "soft_pairs": [ + "pull_request:65831|pull_request:65881", + "pull_request:65831|pull_request:67322", + "pull_request:65881|pull_request:67322" + ], + "prepared_review_unit_hash": "41608905f3337d3e56859f0f7d2468ecafb0a0789be16c93816797f1e63a10a9", + "component_budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 3, + "serialized_chars": 7692, + "estimated_input_tokens": 1923, + "estimated_eval_tokens": 4102 + }, + "budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 3, + "serialized_chars": 7692, + "estimated_input_tokens": 1923, + "estimated_eval_tokens": 4102 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "All three pull requests are near-identical iterations of the same feature: passing image attachment metadata into the `before_model_resolve` hook from the embedded Pi runner. This is a clear PR duplicate cluster, with 67322 looking like the latest/best iteration.", + "confidence": 0.98, + "canonical_issue_reason": null, + "canonical_pr_reason": "PR 67322 is the latest version of the same change, with the same filenames and diff shape as the others, and it has the strongest review activity among the near-identical implementations.", + "best_issue_reason": null, + "best_pr_reason": "PR 67322 is the best representative because it appears to be the most recent refinement of the identical hook-attachment metadata change and is likely the most up-to-date patch to keep.", + "soft_edge_verdicts": [ + { + "left": "pull_request:65831", + "right": "pull_request:65881", + "accept": true, + "reason": "Same title, same files, and essentially the same code change; 65881 is just a near-identical rework of 65831." + }, + { + "left": "pull_request:65831", + "right": "pull_request:67322", + "accept": true, + "reason": "Both PRs implement the same hook metadata propagation change in the same code paths and could plausibly be merged as one patch." + }, + { + "left": "pull_request:65881", + "right": "pull_request:67322", + "accept": true, + "reason": "These are the same underlying feature/fix with matching file set and diff intent; only minor implementation details differ." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "Grounded overall: all three PRs target the same hook-attachment metadata propagation change in the same files, and the latest PR is plausibly the most up-to-date iteration. The soft-edge acceptances are conservative enough given the shared filenames and diff intent, even though the later PRs are not byte-identical." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 84, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-65996-3", + "nodes": [ + "pull_request:65996", + "pull_request:66049", + "pull_request:66846" + ], + "soft_pairs": [ + "pull_request:65996|pull_request:66049", + "pull_request:65996|pull_request:66846" + ], + "prepared_review_unit_hash": "f422e48764b7b6be995952637c5d4463390c5e0c797a8be9a76166de9fe72b55", + "component_budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 7125, + "estimated_input_tokens": 1782, + "estimated_eval_tokens": 3820 + }, + "budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 7125, + "estimated_input_tokens": 1782, + "estimated_eval_tokens": 3820 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "This cluster is a mix of unrelated feature PRs that happen to share config-plumbing files; none of the soft pairs look like true duplicates.", + "confidence": 0.84, + "canonical_issue_reason": null, + "canonical_pr_reason": "PR 65996 is the most representative of the shared config/agent-scope plumbing, but it is not actually the same change as the other PRs, so there is no strong canonical duplicate here.", + "best_issue_reason": null, + "best_pr_reason": "PR 65996 is the cleanest and smallest anchor among the three, but the cluster is heterogeneous, so it is only a weak representative rather than a true duplicate canonical.", + "soft_edge_verdicts": [ + { + "left": "pull_request:65996", + "right": "pull_request:66049", + "accept": false, + "reason": "Same config plumbing, but different concrete feature: public statusLabel vs per-agent TTS overrides. They touch similar files without fixing the same underlying problem, so they should not be merged as one PR." + }, + { + "left": "pull_request:65996", + "right": "pull_request:66846", + "accept": false, + "reason": "These are unrelated features in different code paths: agent status labeling vs memoryFlush model override. No shared underlying bug or change." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 85, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-65999-2", + "nodes": [ + "pull_request:65999", + "pull_request:66047" + ], + "soft_pairs": [ + "pull_request:65999|pull_request:66047" + ], + "prepared_review_unit_hash": "1af2c2dddcab8046e730a3886c6f97b1e0879383babd48ff96591ee2827deb1f", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4441, + "estimated_input_tokens": 1111, + "estimated_eval_tokens": 2478 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4441, + "estimated_input_tokens": 1111, + "estimated_eval_tokens": 2478 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These two PRs are not duplicates: #65999 fixes Telegram voice-message Ogg duration metadata, while #66047 adds an FxTwitter fallback for Twitter/X URL fetching. They touch different subsystems and different user-facing behaviors.", + "confidence": 0.98, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": null, + "best_pr_reason": "No single best PR for deduplication: #65999 and #66047 solve unrelated problems in different code paths, so neither is a canonical representative of the other.", + "soft_edge_verdicts": [ + { + "left": "pull_request:65999", + "right": "pull_request:66047", + "accept": false, + "reason": "Different features and code paths: Telegram voice Ogg duration vs Twitter/X fetch fallback. They do not appear to fix the same underlying bug or change." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 86, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-66045-2", + "nodes": [ + "pull_request:66045", + "pull_request:66502" + ], + "soft_pairs": [ + "pull_request:66045|pull_request:66502" + ], + "prepared_review_unit_hash": "107b8f5c0cc3fb1fe219e72d83694b783305e0acd145d590097dfa43ae1c859e", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4373, + "estimated_input_tokens": 1094, + "estimated_eval_tokens": 2444 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4373, + "estimated_input_tokens": 1094, + "estimated_eval_tokens": 2444 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Two separate gateway-path PRs: one fixes false doctor repairs for dist entrypoint aliases, the other stabilizes gateway launch paths across pnpm global upgrades. They are related in theme but not the same underlying change.", + "confidence": 0.93, + "canonical_issue_reason": null, + "canonical_pr_reason": "PR #66045 is the clearest representative of this cluster\u2019s gateway-path handling theme because it fixes a concrete false-positive mismatch in the doctor repair flow with a focused code-path change.", + "best_issue_reason": null, + "best_pr_reason": "PR #66045 is the best standalone candidate: it targets a specific, user-facing bug with explicit failing behavior and a tight fix scope. PR #66502 addresses a different launch-path resolution problem, so it is not a better canonical fit for the pair.", + "soft_edge_verdicts": [ + { + "left": "pull_request:66045", + "right": "pull_request:66502", + "accept": false, + "reason": "Different concrete bugs/code paths: #66045 suppresses a false gateway entrypoint mismatch in the doctor repair command when dist aliases differ; #66502 changes program-argument resolution to prefer a stable pnpm path across upgrades. Related subsystem, but not mergeable as one PR." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 87, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-66059-5", + "nodes": [ + "pull_request:66059", + "pull_request:66061", + "pull_request:66064", + "pull_request:66066", + "pull_request:66069" + ], + "soft_pairs": [ + "pull_request:66059|pull_request:66061", + "pull_request:66059|pull_request:66066", + "pull_request:66059|pull_request:66064", + "pull_request:66059|pull_request:66069", + "pull_request:66061|pull_request:66066", + "pull_request:66064|pull_request:66066", + "pull_request:66064|pull_request:66069", + "pull_request:66066|pull_request:66069" + ], + "prepared_review_unit_hash": "6b01e425041df02f6f925661e19e4684c4d7138941ab11a57a048d68e2854436", + "component_budget": { + "node_count": 5, + "item_count": 5, + "soft_pair_count": 8, + "serialized_chars": 11847, + "estimated_input_tokens": 2962, + "estimated_eval_tokens": 6180 + }, + "budget": { + "node_count": 5, + "item_count": 5, + "soft_pair_count": 8, + "serialized_chars": 11847, + "estimated_input_tokens": 2962, + "estimated_eval_tokens": 6180 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These are mostly unrelated small fixes across different extensions and tests. The only strong similarity is between the Discord and WhatsApp dedupe-key normalization PRs, but they affect different code paths and should stay separate.", + "confidence": 0.9, + "canonical_issue_reason": null, + "canonical_pr_reason": "No shared issue link or single underlying bug across the cluster; 66061 is the most focused production fix and the closest match to the only strong similarity pattern.", + "best_issue_reason": null, + "best_pr_reason": "PR 66061 is the cleanest representative: it makes a narrow dedupe-key normalization change in one code path, with the least extra surface area.", + "soft_edge_verdicts": [ + { + "left": "pull_request:66059", + "right": "pull_request:66061", + "accept": false, + "reason": "Both normalize replay/dedupe keys, but they are different integrations (Discord vs WhatsApp) and different message flows, so they are not the same concrete fix." + }, + { + "left": "pull_request:66059", + "right": "pull_request:66066", + "accept": false, + "reason": "Discord replay-key narrowing and a Nextcloud Talk test callback contract change are unrelated in code path and purpose." + }, + { + "left": "pull_request:66059", + "right": "pull_request:66064", + "accept": false, + "reason": "One changes Discord inbound dedupe logic; the other adds wait-timeout support to a Feishu test helper. Different bugs and different mergeable scopes." + }, + { + "left": "pull_request:66059", + "right": "pull_request:66069", + "accept": false, + "reason": "Discord runtime dedupe logic and MCP shutdown mock signatures are unrelated test/code fixes." + }, + { + "left": "pull_request:66061", + "right": "pull_request:66066", + "accept": false, + "reason": "WhatsApp inbound dedupe-key trimming and a Nextcloud Talk replay test contract adjustment are not the same underlying bug." + }, + { + "left": "pull_request:66064", + "right": "pull_request:66066", + "accept": false, + "reason": "Both are test-adjacent changes, but one adds helper timeout handling and the other aligns a replay test callback signature; they do not fix the same code-path problem." + }, + { + "left": "pull_request:66064", + "right": "pull_request:66069", + "accept": false, + "reason": "Feishu helper timeout support and MCP mock-signature widening are separate test fixes with no shared concrete bug." + }, + { + "left": "pull_request:66066", + "right": "pull_request:66069", + "accept": false, + "reason": "Nextcloud replay test callback typing and MCP shutdown test mock signatures are different test contracts in different subsystems." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 88, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-66084-5", + "nodes": [ + "pull_request:66084", + "pull_request:66087", + "pull_request:66419", + "pull_request:66428", + "pull_request:66431" + ], + "soft_pairs": [ + "pull_request:66084|pull_request:66087", + "pull_request:66084|pull_request:66431", + "pull_request:66084|pull_request:66428", + "pull_request:66084|pull_request:66419", + "pull_request:66087|pull_request:66431", + "pull_request:66087|pull_request:66428", + "pull_request:66087|pull_request:66419", + "pull_request:66419|pull_request:66428", + "pull_request:66419|pull_request:66431", + "pull_request:66428|pull_request:66431" + ], + "prepared_review_unit_hash": "c4575e3d4f170d9f544ec0238c9e32d4dd7aef3754abd0de7f116fd04769a87b", + "component_budget": { + "node_count": 5, + "item_count": 5, + "soft_pair_count": 10, + "serialized_chars": 21833, + "estimated_input_tokens": 5459, + "estimated_eval_tokens": 11174 + }, + "budget": { + "node_count": 5, + "item_count": 5, + "soft_pair_count": 10, + "serialized_chars": 21833, + "estimated_input_tokens": 5459, + "estimated_eval_tokens": 11174 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "This cluster is mostly release/integration PRs. The v2026.4.12 safe PRs (66419/66428/66431) are closely related and likely duplicate or backup variants of the same release batch, while 66084 and 66087 are distinct earlier release runs and should stay separate.", + "confidence": 0.88, + "canonical_issue_reason": null, + "canonical_pr_reason": "66419 is the safest canonical representative: it is the plain v2026.4.12 safe release PR, has the highest review activity in the trio, and is not labeled as a backup. 66428 looks like a very similar same-batch variant, while 66431 is explicitly marked as a backup.", + "best_issue_reason": null, + "best_pr_reason": "66419 is the best overall PR representative for the cluster because its title most directly matches the shared v2026.4.12 safe release batch and it has the strongest review signal among the near-duplicates. The choice stays conservative and does not rely on assumptions about change-set completeness.", + "soft_edge_verdicts": [ + { + "left": "pull_request:66084", + "right": "pull_request:66087", + "accept": false, + "reason": "Different release versions and batches (v2026.4.11 live vs v2026.4.10 safe); similar release automation files are not enough to treat them as the same change." + }, + { + "left": "pull_request:66084", + "right": "pull_request:66419", + "accept": false, + "reason": "These are separate release runs with different version tags and dates, so they are not the same underlying PR." + }, + { + "left": "pull_request:66084", + "right": "pull_request:66428", + "accept": false, + "reason": "Different release batch/version; the overlap is broad but generic to release integration work, not a single concrete change." + }, + { + "left": "pull_request:66084", + "right": "pull_request:66431", + "accept": false, + "reason": "Different release batch/version and not the same release artifact; too coarse to merge as duplicates." + }, + { + "left": "pull_request:66087", + "right": "pull_request:66419", + "accept": false, + "reason": "v2026.4.10 safe and v2026.4.12 safe are different release runs, so shared generated files do not imply the same PR." + }, + { + "left": "pull_request:66087", + "right": "pull_request:66428", + "accept": false, + "reason": "Same general subsystem and similar generated files, but different release version/date make these separate changes rather than duplicates." + }, + { + "left": "pull_request:66087", + "right": "pull_request:66431", + "accept": false, + "reason": "Different release batches and versions; this looks like another release integration PR, not the same code-path change." + }, + { + "left": "pull_request:66419", + "right": "pull_request:66428", + "accept": true, + "reason": "Both are v2026.4.12 safe release PRs from the same date with heavily overlapping filenames, so they appear to be the same release change expressed as two variants." + }, + { + "left": "pull_request:66419", + "right": "pull_request:66431", + "accept": true, + "reason": "66431 is explicitly a backup of the same v2026.4.12 safe release PR, and the overlap in filenames supports the same underlying release bundle." + }, + { + "left": "pull_request:66428", + "right": "pull_request:66431", + "accept": true, + "reason": "Same v2026.4.12 safe release batch with substantial overlap; 66431 is the backup variant, so these read as duplicates of the same release change." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "The cluster-level summary is mostly grounded, but the canonical PR reasoning overstates the evidence. The packet supports that 66419/66428/66431 are closely related v2026.4.12 safe release PRs, and 66431 is explicitly a backup, but it does not clearly show that 66419 has the \"broadest/most complete change set\" or that 66428 is necessarily a backup rather than just a similar/duplicate variant. Keep the representative choice conservative and avoid claims not directly supported by the titles, file lists, or review counts." + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 89, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-66196-5", + "nodes": [ + "pull_request:66196", + "pull_request:66197", + "pull_request:66198", + "pull_request:66199", + "pull_request:66200" + ], + "soft_pairs": [ + "pull_request:66196|pull_request:66200", + "pull_request:66196|pull_request:66199", + "pull_request:66196|pull_request:66198", + "pull_request:66196|pull_request:66197", + "pull_request:66197|pull_request:66200", + "pull_request:66197|pull_request:66199", + "pull_request:66197|pull_request:66198", + "pull_request:66198|pull_request:66200", + "pull_request:66198|pull_request:66199", + "pull_request:66199|pull_request:66200" + ], + "prepared_review_unit_hash": "b67ec15e4e470e180cfbefe68d9e16c46fee65de5fbe76a619c655154fa4cc07", + "component_budget": { + "node_count": 5, + "item_count": 5, + "soft_pair_count": 10, + "serialized_chars": 13035, + "estimated_input_tokens": 3259, + "estimated_eval_tokens": 6774 + }, + "budget": { + "node_count": 5, + "item_count": 5, + "soft_pair_count": 10, + "serialized_chars": 13035, + "estimated_input_tokens": 3259, + "estimated_eval_tokens": 6774 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Five very similar security PRs add wrapExternalContent around inbound message bodies for different chat integrations, but they affect distinct code paths and should not be deduplicated as one change.", + "confidence": 0.94, + "canonical_issue_reason": null, + "canonical_pr_reason": "PR #66198 is a clean representative of the cluster: it has the same security-hardening pattern, a clear title, and a straightforward inbound-body wrapping change with minimal extra scope.", + "best_issue_reason": null, + "best_pr_reason": "PR #66198 is the best single representative because it is the most generic example of the pattern while still being concrete and self-contained; the other PRs are channel-specific variants of the same hardening approach.", + "soft_edge_verdicts": [ + { + "left": "pull_request:66196", + "right": "pull_request:66200", + "accept": false, + "reason": "Both apply the same sanitization pattern, but they are for different integrations (WhatsApp vs BlueBubbles) and different message ingestion paths, so they are not the same underlying code-path change." + }, + { + "left": "pull_request:66196", + "right": "pull_request:66199", + "accept": false, + "reason": "Same security motif, but WhatsApp and iMessage are separate adapters with independent inbound-body construction logic." + }, + { + "left": "pull_request:66196", + "right": "pull_request:66198", + "accept": false, + "reason": "These harden different channel pipelines (WhatsApp vs Signal); similar fix pattern, but not one concrete bug or mergeable single PR." + }, + { + "left": "pull_request:66196", + "right": "pull_request:66197", + "accept": false, + "reason": "Different chat integrations and different source files; the overlap is only the generic wrapExternalContent usage." + }, + { + "left": "pull_request:66197", + "right": "pull_request:66200", + "accept": false, + "reason": "Telegram and BlueBubbles are unrelated inbound paths; they share the same security helper but not the same defect." + }, + { + "left": "pull_request:66197", + "right": "pull_request:66199", + "accept": false, + "reason": "Both wrap external bodies, but in distinct integration-specific code paths, so they should remain separate PRs." + }, + { + "left": "pull_request:66197", + "right": "pull_request:66198", + "accept": false, + "reason": "Telegram and Signal implementations are separate; this is a repeated fix pattern, not one shared change." + }, + { + "left": "pull_request:66198", + "right": "pull_request:66199", + "accept": false, + "reason": "Signal and iMessage are different adapters with different body assembly logic; similar hardening does not make them the same PR." + }, + { + "left": "pull_request:66198", + "right": "pull_request:66200", + "accept": false, + "reason": "Different channel integrations and files; the change type matches, but the underlying code-path problem does not." + }, + { + "left": "pull_request:66199", + "right": "pull_request:66200", + "accept": false, + "reason": "iMessage and BlueBubbles are separate inbound-processing paths, so this is only a stylistic/security-pattern match." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 90, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-66208-3", + "nodes": [ + "pull_request:66208", + "pull_request:66209", + "pull_request:66210" + ], + "soft_pairs": [ + "pull_request:66208|pull_request:66210", + "pull_request:66208|pull_request:66209", + "pull_request:66209|pull_request:66210" + ], + "prepared_review_unit_hash": "048b04b7a92f87b511183e5466dca561b14f70c1f144262f24623c85eb5f3f1f", + "component_budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 3, + "serialized_chars": 10828, + "estimated_input_tokens": 2707, + "estimated_eval_tokens": 5670 + }, + "budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 3, + "serialized_chars": 10828, + "estimated_input_tokens": 2707, + "estimated_eval_tokens": 5670 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Three separate Microsoft 365 feature PRs share a common approval-actions/scaffolding area, but they target different workflows: calendar copilot approvals, Outlook triage approvals, and Teams thread copilot approvals. They are not the same underlying change.", + "confidence": 0.97, + "canonical_issue_reason": null, + "canonical_pr_reason": "No canonical PR: the three pull requests implement different product flows and code paths, so none should be treated as a duplicate of the others.", + "best_issue_reason": null, + "best_pr_reason": "No single best PR for deduplication purposes; if forced to pick a representative, PR #66208 is the broadest calendar-approval change, but it is still distinct from the other two.", + "soft_edge_verdicts": [ + { + "left": "pull_request:66208", + "right": "pull_request:66210", + "accept": false, + "reason": "Both touch M365 approval scaffolding, but one adds calendar copilot approvals and the other adds Teams thread approvals; different user flows and code paths." + }, + { + "left": "pull_request:66208", + "right": "pull_request:66209", + "accept": false, + "reason": "Calendar copilot approvals and Outlook triage approvals are separate features, not one concrete fix." + }, + { + "left": "pull_request:66209", + "right": "pull_request:66210", + "accept": false, + "reason": "Outlook triage approvals and Teams thread approvals share subsystem files but implement different approval behaviors for different surfaces." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 91, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-66276-2", + "nodes": [ + "pull_request:66276", + "pull_request:66435" + ], + "soft_pairs": [ + "pull_request:66276|pull_request:66435" + ], + "prepared_review_unit_hash": "6e4ddeb1a48e580ea97d328136acfc051f3f2acc6e6ae6ff2cb1e83015763a99", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4130, + "estimated_input_tokens": 1033, + "estimated_eval_tokens": 2322 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4130, + "estimated_input_tokens": 1033, + "estimated_eval_tokens": 2322 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Both PRs target the same CLI/gateway hang symptom, but they appear to be separate fixes at different layers rather than the same concrete change set.", + "confidence": 0.78, + "canonical_issue_reason": null, + "canonical_pr_reason": "PR #66276 is the stronger canonical PR because it explicitly targets the tracked issue (#66227) and includes the broader end-to-end exit handling changes around the hang.", + "best_issue_reason": null, + "best_pr_reason": "PR #66276 is the best representative of the cluster: it has the explicit issue link, touches the main entry/exit path plus gateway cleanup, and appears to address the full reported failure mode.", + "soft_edge_verdicts": [ + { + "left": "pull_request:66276", + "right": "pull_request:66435", + "accept": false, + "reason": "They share the same hang symptom and issue reference, but the implementations differ: #66276 adds exit-after-flush and broader CLI/client lifecycle changes, while #66435 only awaits client.stopAndWait in gateway request handling. This is related, but not clearly the same underlying code change or something that should be merged as one PR." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 92, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-66285-2", + "nodes": [ + "pull_request:66285", + "pull_request:66286" + ], + "soft_pairs": [ + "pull_request:66285|pull_request:66286" + ], + "prepared_review_unit_hash": "02c2d603d36e2d102fa9a4717fb255ccb83f6b840a95306b9a062de0e8cd967d", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 5327, + "estimated_input_tokens": 1332, + "estimated_eval_tokens": 2920 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 5327, + "estimated_input_tokens": 1332, + "estimated_eval_tokens": 2920 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "The two pull requests are unrelated: one adds support for explicit active-memory chat types, while the other propagates upstream request IDs into diagnostics and transport/telemetry code. They target different subsystems, different bug classes, and different explicit issues, so the soft pair should be rejected.", + "confidence": 0.99, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": null, + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "pull_request:66285", + "right": "pull_request:66286", + "accept": false, + "reason": "Different underlying changes and code paths: active-memory manifest validation/config handling versus diagnostics/transport request-id propagation. No shared filenames, no shared concrete bug, and the explicit issue targets differ, so they should not be merged as duplicates." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 93, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-66312-2", + "nodes": [ + "pull_request:66312", + "pull_request:66327" + ], + "soft_pairs": [ + "pull_request:66312|pull_request:66327" + ], + "prepared_review_unit_hash": "b26606ad6c3812b5c79e9294121beea096ba9acbbe576c155066af0abc7a816c", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4521, + "estimated_input_tokens": 1131, + "estimated_eval_tokens": 2518 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4521, + "estimated_input_tokens": 1131, + "estimated_eval_tokens": 2518 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These two pull requests are unrelated: one threads `sessionKey` into embedded runtime/system prompt plumbing, while the other adds `sendPayload` support for MSTeams approval cards. They do not fix the same bug or implement the same change path, so this is not a duplicate cluster.", + "confidence": 0.97, + "canonical_issue_reason": null, + "canonical_pr_reason": "No canonical PR: PR #66312 is about embedding `sessionKey` into runtime prompt parameters, while PR #66327 implements MSTeams interactive payload sending; they address different subsystems and problems.", + "best_issue_reason": null, + "best_pr_reason": "Neither PR is a good global representative of the other because they are about different features/code paths and cannot plausibly be merged as one change.", + "soft_edge_verdicts": [ + { + "left": "pull_request:66312", + "right": "pull_request:66327", + "accept": false, + "reason": "Different underlying changes: runtime prompt/sessionKey plumbing vs MSTeams `sendPayload` for approval cards. No shared concrete bug or mergeable combined fix." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 94, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-66371-4", + "nodes": [ + "pull_request:66371", + "pull_request:66373", + "pull_request:66375", + "pull_request:66379" + ], + "soft_pairs": [ + "pull_request:66371|pull_request:66373", + "pull_request:66371|pull_request:66375", + "pull_request:66371|pull_request:66379", + "pull_request:66373|pull_request:66379", + "pull_request:66375|pull_request:66379" + ], + "prepared_review_unit_hash": "95f203875f67a9a1bb01c7e4e6c862a6cc0313fe986acfc18da9c457887866ed", + "component_budget": { + "node_count": 4, + "item_count": 4, + "soft_pair_count": 5, + "serialized_chars": 10194, + "estimated_input_tokens": 2549, + "estimated_eval_tokens": 5354 + }, + "budget": { + "node_count": 4, + "item_count": 4, + "soft_pair_count": 5, + "serialized_chars": 10194, + "estimated_input_tokens": 2549, + "estimated_eval_tokens": 5354 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These PRs are all adjacent prompt-overlay/system-prompt updates, but they target different provider behaviors and different concrete guidance. They should stay separate rather than be deduplicated into one change.", + "confidence": 0.9, + "canonical_issue_reason": null, + "canonical_pr_reason": "PR #66373 is the best central candidate because it introduces the first-class system-prompt contribution plumbing that other prompt-overlay tweaks appear to build around.", + "best_issue_reason": null, + "best_pr_reason": "PR #66373 is the broadest foundational change in the set; the others are narrower provider-specific prompt text updates or verification tweaks layered on top of that pattern.", + "soft_edge_verdicts": [ + { + "left": "pull_request:66371", + "right": "pull_request:66373", + "accept": false, + "reason": "Both touch OpenAI prompt files, but #66371 adds GPT-5 tool-use categories while #66373 wires a new tool_enforcement prompt section into the provider/system-prompt API. Different underlying change, not the same fix." + }, + { + "left": "pull_request:66371", + "right": "pull_request:66375", + "accept": false, + "reason": "Both edit OpenAI prompt overlay text, but one is mandatory tool-use categories and the other is a verification checklist for execution bias. Separate prompt-content changes, not duplicates." + }, + { + "left": "pull_request:66371", + "right": "pull_request:66379", + "accept": false, + "reason": "They affect different providers and different code paths: OpenAI GPT-5 prompt content versus Google Gemini execution guidance. Not the same underlying bug/change." + }, + { + "left": "pull_request:66373", + "right": "pull_request:66379", + "accept": false, + "reason": "They share the system-prompt contribution plumbing, but one is OpenAI tool_enforcement section work and the other is Gemini guidance wiring. Same subsystem, different provider-specific change." + }, + { + "left": "pull_request:66375", + "right": "pull_request:66379", + "accept": false, + "reason": "Different providers and different prompt text goals (verification checklist vs Gemini execution guidance). No evidence they are the same concrete change." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 95, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-66426-2", + "nodes": [ + "pull_request:66426", + "pull_request:67969" + ], + "soft_pairs": [ + "pull_request:66426|pull_request:67969" + ], + "prepared_review_unit_hash": "9a97608465d4da6df283c4dda3115b9500afb8214ca44fde76090460828c84f5", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 5132, + "estimated_input_tokens": 1283, + "estimated_eval_tokens": 2822 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 5132, + "estimated_input_tokens": 1283, + "estimated_eval_tokens": 2822 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These two pull requests appear to be the same underlying fix: both have the same title, touch the same files, and add the same duplicate-terminal-chat-event guard in `server-chat.ts` to prevent repeated error surfacing. They look like duplicate/redundant PRs rather than separate changes.", + "confidence": 0.98, + "canonical_issue_reason": null, + "canonical_pr_reason": "Choose PR #66426 as canonical because it has the same change set but more review activity, suggesting it is the more established discussion/thread for this fix.", + "best_issue_reason": null, + "best_pr_reason": "PR #66426 is the best representative since it is the more reviewed version of the same fix and appears to be the primary submission.", + "soft_edge_verdicts": [ + { + "left": "pull_request:66426", + "right": "pull_request:67969", + "accept": true, + "reason": "Same title, same affected files, and matching diff preview indicate the same concrete code-path fix for duplicate terminal chat events; plausible duplicate/replacement PRs." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 96, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-66511-2", + "nodes": [ + "pull_request:66511", + "pull_request:66552" + ], + "soft_pairs": [ + "pull_request:66511|pull_request:66552" + ], + "prepared_review_unit_hash": "7b0176f4f72d46ab76d4b051bc44935263faad7aeb67d7fd12bc818857b887c7", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 5169, + "estimated_input_tokens": 1293, + "estimated_eval_tokens": 2842 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 5169, + "estimated_input_tokens": 1293, + "estimated_eval_tokens": 2842 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Two open Ollama PRs share files and general subsystem context, but they fix different bugs: one forwards `keep_alive` to reduce cold-start latency, the other recovers reasoning-only/incomplete Ollama turns. They are not the same underlying change.", + "confidence": 0.89, + "canonical_issue_reason": null, + "canonical_pr_reason": "PR #66552 is the better canonical representative because it has the broader and more substantial Ollama stream-runtime fix; #66511 is a narrower request-forwarding change for `keep_alive`.", + "best_issue_reason": null, + "best_pr_reason": "PR #66552 is the best overall representative of this cluster because it addresses the more complex user-visible Ollama turn handling bug and has the wider patch scope.", + "soft_edge_verdicts": [ + { + "left": "pull_request:66511", + "right": "pull_request:66552", + "accept": false, + "reason": "Different underlying problems: #66511 preserves `keep_alive` in Ollama requests, while #66552 fixes recovery for reasoning-only/incomplete turns. Shared files alone are not enough to treat them as duplicates." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 97, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-66544-3", + "nodes": [ + "pull_request:66544", + "pull_request:66656", + "pull_request:68262" + ], + "soft_pairs": [ + "pull_request:66656|pull_request:68262", + "pull_request:66544|pull_request:66656" + ], + "prepared_review_unit_hash": "f769c0a5478d1f0852a27f26b6af5572dc38a5cf9cc39d24a6108e950fb89940", + "component_budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 6264, + "estimated_input_tokens": 1566, + "estimated_eval_tokens": 3388 + }, + "budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 6264, + "estimated_input_tokens": 1566, + "estimated_eval_tokens": 3388 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Two PRs are closely related heartbeat/UI cleanup in gateway session summaries; the third is a broader chat-history prompt-filtering change and is not a duplicate of the preview fix.", + "confidence": 0.61, + "canonical_issue_reason": null, + "canonical_pr_reason": "PR 66656 is the most direct and complete fix for the heartbeat-artifact problem in session previews, with both implementation and regression test, and it cleanly matches the linked issue target.", + "best_issue_reason": null, + "best_pr_reason": "PR 66656 is the strongest representative of the cluster because it addresses the core heartbeat-noise symptom in session presentation with a focused change and test coverage.", + "soft_edge_verdicts": [ + { + "left": "pull_request:66656", + "right": "pull_request:68262", + "accept": false, + "reason": "68262 targets a different concrete code path: stripping internal prompts from chat history. It is broader and not the same underlying bug as skipping heartbeat diagnostics in session previews." + }, + { + "left": "pull_request:66544", + "right": "pull_request:66656", + "accept": true, + "reason": "Both PRs fix the same user-visible heartbeat leakage in gateway session summaries, just at different presentation points: 66544 suppresses the heartbeat fallback sender label and 66656 skips heartbeat diagnostic entries when deriving the last-message preview." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet: 66544 and 66656 are both tied to the same issue target and both address heartbeat artifacts in gateway session presentation, while 68262 is a broader chat-history/internal-prompt cleanup in different files and target. The soft-edge verdicts are conservative enough, and the pairwise accept between 66544 and 66656 looks mergeable as one bugfix." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 98, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-66615-2", + "nodes": [ + "pull_request:66615", + "pull_request:66650" + ], + "soft_pairs": [ + "pull_request:66615|pull_request:66650" + ], + "prepared_review_unit_hash": "6af701795bdbdaf548f12218f63f937a2d5b50a23870fcbba085e014be3864fe", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4365, + "estimated_input_tokens": 1092, + "estimated_eval_tokens": 2440 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4365, + "estimated_input_tokens": 1092, + "estimated_eval_tokens": 2440 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These two PRs are related to the same chat.history limit area but they address different concrete changes: one raises the server/API hard cap to 2000, while the other clamps a sessions_history tool to the existing 1000 limit. They are not duplicates and should not be merged as one change.", + "confidence": 0.96, + "canonical_issue_reason": null, + "canonical_pr_reason": "PR 66615 is the more direct implementation of the tracked issue: it changes the gateway schema and server-side hard cap itself. PR 66650 is a separate tool-layer adjustment with tests, not the same code-path fix.", + "best_issue_reason": null, + "best_pr_reason": "PR 66615 is the best representative for the cluster because it is the primary limit-change fix in the gateway path and explicitly targets the issue. PR 66650 is complementary but distinct.", + "soft_edge_verdicts": [ + { + "left": "pull_request:66615", + "right": "pull_request:66650", + "accept": false, + "reason": "Shared issue target and broad chat-history context, but different fixes: 66615 raises the server limit to 2000, while 66650 clamps a tool to 1000. They do not look like the same underlying change and could not plausibly be merged into one PR." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 99, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-66780-2", + "nodes": [ + "pull_request:66780", + "pull_request:67951" + ], + "soft_pairs": [ + "pull_request:66780|pull_request:67951" + ], + "prepared_review_unit_hash": "731e7a8405f96d72d9b5da1bcd9c55dc618a562fcd616a3110096254b928c698", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4853, + "estimated_input_tokens": 1214, + "estimated_eval_tokens": 2684 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4853, + "estimated_input_tokens": 1214, + "estimated_eval_tokens": 2684 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Both PRs point at the same chat.history startup-unavailability theme, but #66780 is a much broader multi-area PR while #67951 is a focused fix/repro for the chat controller path. They overlap in files and title, but do not look like the same single mergeable change set.", + "confidence": 0.87, + "canonical_issue_reason": null, + "canonical_pr_reason": "#67951 is the better canonical PR because it is narrowly scoped to the concrete chat.history startup retry bug, with a direct test for the omitted-retryable case.", + "best_issue_reason": null, + "best_pr_reason": "#67951 is the best overall artifact for this cluster: it is the most specific and self-contained representation of the underlying bug fix.", + "soft_edge_verdicts": [ + { + "left": "pull_request:66780", + "right": "pull_request:67951", + "accept": false, + "reason": "Shared chat controller filenames and similar title suggest related work, but #66780 is a broad bundled PR across many unrelated files, so it does not look like the same single concrete change that could be merged as one PR." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 100, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-66783-2", + "nodes": [ + "pull_request:66783", + "pull_request:67175" + ], + "soft_pairs": [ + "pull_request:66783|pull_request:67175" + ], + "prepared_review_unit_hash": "a945a246228b1623dd01097668d70f6f2bb69a730fc9e44c94956c3247fc17ee", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4695, + "estimated_input_tokens": 1174, + "estimated_eval_tokens": 2604 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4695, + "estimated_input_tokens": 1174, + "estimated_eval_tokens": 2604 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These are two unrelated open PRs: one adds gateway Permissions-Policy configuration, the other fixes logging.file handling in the bundled gateway runtime. They touch different code paths and should not be deduplicated.", + "confidence": 0.98, + "canonical_issue_reason": null, + "canonical_pr_reason": "PR 67175 is the better representative of the cluster only because it has a narrower, concrete runtime bug fix with clear scope; PR 66783 is a separate feature change in gateway response headers.", + "best_issue_reason": null, + "best_pr_reason": "PR 67175 is the strongest standalone candidate in this set because it targets a specific runtime regression and has a focused change surface. PR 66783 is also valid, but it addresses a different configuration feature rather than the same underlying problem.", + "soft_edge_verdicts": [ + { + "left": "pull_request:66783", + "right": "pull_request:67175", + "accept": false, + "reason": "Different underlying changes: 66783 adds configurable Permissions-Policy headers in gateway HTTP responses, while 67175 fixes logging config loading for bundled gateway runtime. They affect separate subsystems and code paths." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 101, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-66868-2", + "nodes": [ + "pull_request:66868", + "pull_request:67049" + ], + "soft_pairs": [ + "pull_request:66868|pull_request:67049" + ], + "prepared_review_unit_hash": "3a321093b954a1d19879074069771de75c3b915dc4af5a1c3fdead37a44c4936", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4375, + "estimated_input_tokens": 1094, + "estimated_eval_tokens": 2444 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4375, + "estimated_input_tokens": 1094, + "estimated_eval_tokens": 2444 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Both PRs address the same stale system-events leak during session reset / /new, with nearly identical fix logic (drain queued system events after clearing session queues).", + "confidence": 0.91, + "canonical_issue_reason": null, + "canonical_pr_reason": "67049 is the cleaner canonical PR: it fixes the reset-service code path directly, explains the /new session-reset leak, and is the more self-contained implementation of the same bug fix.", + "best_issue_reason": null, + "best_pr_reason": "67049 is the best representative because it targets the explicit session-reset path and contains the clearest rationale for the cross-session leak.", + "soft_edge_verdicts": [ + { + "left": "pull_request:66868", + "right": "pull_request:67049", + "accept": true, + "reason": "Same underlying bug and same fix pattern: drain stale system events during session cleanup to prevent them leaking into the next session. The two PRs are close enough in scope that they plausibly represent one combined change." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 102, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-66912-2", + "nodes": [ + "pull_request:66912", + "pull_request:66913" + ], + "soft_pairs": [ + "pull_request:66912|pull_request:66913" + ], + "prepared_review_unit_hash": "7c71d0ebd3f307c41dd897efb8b160a874edd2f2a88c0cf37b36ad637ceec571", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4221, + "estimated_input_tokens": 1056, + "estimated_eval_tokens": 2368 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4221, + "estimated_input_tokens": 1056, + "estimated_eval_tokens": 2368 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These PRs are unrelated: one restores a Telegram self-authored reply-media guard, the other fixes truncated IDs in memory_forget candidate lists. They touch different extensions and different bug classes, so they should not be clustered together.", + "confidence": 0.99, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": null, + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "pull_request:66912", + "right": "pull_request:66913", + "accept": false, + "reason": "Different extensions and unrelated fixes: Telegram message self-ingestion guard vs. memory_lancedb ID display in forget candidates. No shared concrete code-path problem." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 103, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-66928-2", + "nodes": [ + "pull_request:66928", + "pull_request:66986" + ], + "soft_pairs": [ + "pull_request:66928|pull_request:66986" + ], + "prepared_review_unit_hash": "851e4ea0470a5c901445217460bfa4d6cb67e336a79659d102e89c5ac423fbaa", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4492, + "estimated_input_tokens": 1123, + "estimated_eval_tokens": 2502 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4492, + "estimated_input_tokens": 1123, + "estimated_eval_tokens": 2502 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Both PRs target the same skills.update response leak on the same code path in src/gateway/server-methods/skills.ts. PR 66986 is the more complete version, with broader masking behavior and an added test, so it is the best canonical PR candidate.", + "confidence": 0.95, + "canonical_issue_reason": null, + "canonical_pr_reason": "PR 66986 is the stronger canonical choice: it addresses the same secret-redaction bug but does so more completely, includes a dedicated test file, and presents the fix in a more polished form.", + "best_issue_reason": null, + "best_pr_reason": "PR 66986 is the best overall fit because it fixes the same underlying leak in skills.update, adds test coverage, and is the more comprehensive implementation of the redaction logic.", + "soft_edge_verdicts": [ + { + "left": "pull_request:66928", + "right": "pull_request:66986", + "accept": true, + "reason": "Both PRs fix the same concrete bug: leaking secrets in the skills.update response from the same file and code path. The second PR is essentially a more complete version of the first, so they are safe to treat as duplicates." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 104, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-67018-2", + "nodes": [ + "pull_request:67018", + "pull_request:67101" + ], + "soft_pairs": [ + "pull_request:67018|pull_request:67101" + ], + "prepared_review_unit_hash": "6fe1ee7049254fa1d951ae3deceab6a601b64bd31fd7980e3d47193b396d5933", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4257, + "estimated_input_tokens": 1065, + "estimated_eval_tokens": 2386 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4257, + "estimated_input_tokens": 1065, + "estimated_eval_tokens": 2386 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Two unrelated iOS refactor PRs: one extracts ElevenLabs TTS format strings in TalkModeManager, the other extracts a Motion error domain constant in MotionService. They share only a generic refactor pattern, not the same bug or change.", + "confidence": 0.91, + "canonical_issue_reason": null, + "canonical_pr_reason": "PR 67101 is the better representative because it is a narrowly scoped, self-contained refactor in MotionService and includes corresponding test updates.", + "best_issue_reason": null, + "best_pr_reason": "PR 67101 is the strongest standalone PR in this cluster: it is focused, low-risk, and has test coverage backing the constant extraction.", + "soft_edge_verdicts": [ + { + "left": "pull_request:67018", + "right": "pull_request:67101", + "accept": false, + "reason": "Different code paths and problems: TTS output format constants vs Motion error domain constant. Same refactor style, but not the same underlying change and not mergeable as one PR." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 105, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-67254-2", + "nodes": [ + "pull_request:67254", + "pull_request:67344" + ], + "soft_pairs": [ + "pull_request:67254|pull_request:67344" + ], + "prepared_review_unit_hash": "021b6ef72e6373e2f05cde885b0339abed641067e49865dcffc24ef4de59c680", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4681, + "estimated_input_tokens": 1171, + "estimated_eval_tokens": 2598 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4681, + "estimated_input_tokens": 1171, + "estimated_eval_tokens": 2598 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Both PRs address the same Google `allowPrivateNetwork` SSRF-policy bug in the shared HTTP config path; 67254 is the broader, more complete fix, while 67344 looks like a narrower follow-up/overlap on the same change.", + "confidence": 0.9, + "canonical_issue_reason": null, + "canonical_pr_reason": "Choose PR 67254: it covers the broader Google generative AI HTTP config path and multiple providers, with more review activity and a more complete-looking fix than the narrower image-generation-focused PR 67344.", + "best_issue_reason": null, + "best_pr_reason": "PR 67254 is the best representative because it appears to implement the full underlying fix across the shared helper and related providers, not just one endpoint.", + "soft_edge_verdicts": [ + { + "left": "pull_request:67254", + "right": "pull_request:67344", + "accept": true, + "reason": "Same underlying bug/change: both modify the shared Google request-config code to honor explicit `allowPrivateNetwork` instead of suppressing it. The second PR is a narrower slice of the first and plausibly mergeable into one change." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet: both PRs target the same issue, share the Google `api.ts` / `image-generation-provider.ts` path, and 67254 clearly covers the broader fix while 67344 is a narrower slice. The soft-edge accept is conservative and the pair looks mergeable as one bugfix PR." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 106, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-67331-3", + "nodes": [ + "pull_request:67331", + "pull_request:67332", + "pull_request:67333" + ], + "soft_pairs": [ + "pull_request:67331|pull_request:67333", + "pull_request:67331|pull_request:67332", + "pull_request:67332|pull_request:67333" + ], + "prepared_review_unit_hash": "8358f4182afde515aa86b6e22d843ab7ba5e35aa6684a3897dad11c3fde14b9c", + "component_budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 3, + "serialized_chars": 10219, + "estimated_input_tokens": 2555, + "estimated_eval_tokens": 5366 + }, + "budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 3, + "serialized_chars": 10219, + "estimated_input_tokens": 2555, + "estimated_eval_tokens": 5366 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These are three related-but-distinct PRs around agents/sandbox infrastructure, but they do not look like duplicates of the same underlying change.", + "confidence": 0.91, + "canonical_issue_reason": null, + "canonical_pr_reason": "PR 67331 is the most focused representative: it centers on fs permission_denied normalization and file-mutation hardening, with a tight, coherent scope.", + "best_issue_reason": null, + "best_pr_reason": "PR 67331 is the best single PR to represent the cluster because it is the clearest, most self-contained sandbox/filesystem fix; 67332 is auth-focused and 67333 is a probe/parity harness change.", + "soft_edge_verdicts": [ + { + "left": "pull_request:67331", + "right": "pull_request:67333", + "accept": false, + "reason": "Shared sandbox/fs filenames are incidental; 67331 hardens file mutation errors, while 67333 adds a sandbox readiness probe and parity harness. Different concrete code paths and goals." + }, + { + "left": "pull_request:67331", + "right": "pull_request:67332", + "accept": false, + "reason": "67331 is about filesystem permission-denied behavior and patch safety; 67332 is about owner-only authorization for task/team tools. Not the same bug/change." + }, + { + "left": "pull_request:67332", + "right": "pull_request:67333", + "accept": false, + "reason": "67332 adds authorization checks for task/team tooling, whereas 67333 adds sandbox readiness/parity harness logic. Overlap in infrastructure files is not enough to treat them as duplicates." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 107, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-67431-2", + "nodes": [ + "pull_request:67431", + "pull_request:67432" + ], + "soft_pairs": [ + "pull_request:67431|pull_request:67432" + ], + "prepared_review_unit_hash": "ad4538552f83ad9b0142d8a826b3f5a9c6c7d7135cae1c858c9e89b0b1c3e663", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4656, + "estimated_input_tokens": 1164, + "estimated_eval_tokens": 2584 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4656, + "estimated_input_tokens": 1164, + "estimated_eval_tokens": 2584 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Both PRs are accessibility tweaks for icon-only UI buttons, but they target different controls and different scopes: PR 67431 adds labels to several chat controls, while PR 67432 appears to focus on the pinned-message Unpin button. The overlap is in the accessibility pattern, not the same concrete fix.", + "confidence": 0.89, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": null, + "best_pr_reason": "67431 is the broader representative of the accessibility-label fix pattern because it covers multiple icon-only buttons and is more general than the narrower Unpin-button change in 67432.", + "soft_edge_verdicts": [ + { + "left": "pull_request:67431", + "right": "pull_request:67432", + "accept": false, + "reason": "Same general accessibility theme, but the titles and diff scope suggest different buttons and not one concrete code-path bug; too broad to treat as duplicates." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 108, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-67514-4", + "nodes": [ + "pull_request:67514", + "pull_request:67534", + "pull_request:67541", + "pull_request:67542" + ], + "soft_pairs": [ + "pull_request:67514|pull_request:67541", + "pull_request:67514|pull_request:67534", + "pull_request:67541|pull_request:67542" + ], + "prepared_review_unit_hash": "4017519852416e9a4c23f83c9957be8a923a69c721009fbb7bdaef7dce56f9d0", + "component_budget": { + "node_count": 4, + "item_count": 4, + "soft_pair_count": 3, + "serialized_chars": 9813, + "estimated_input_tokens": 2454, + "estimated_eval_tokens": 5164 + }, + "budget": { + "node_count": 4, + "item_count": 4, + "soft_pair_count": 3, + "serialized_chars": 9813, + "estimated_input_tokens": 2454, + "estimated_eval_tokens": 5164 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "All four PRs are thematically related to planning, but they target different concrete changes: plan hydration/merge behavior, plan checklist rendering, skill-driven plan templating, and a cross-session plan store. None of the soft pairs look like the same underlying fix, so no PR-PR duplicate merges should be accepted.", + "confidence": 0.93, + "canonical_issue_reason": null, + "canonical_pr_reason": "PR #67514 is the broadest umbrella change in the cluster and the closest thing to a central representative, but it still does not duplicate the others.", + "best_issue_reason": null, + "best_pr_reason": "PR #67514 has the widest scope and strongest parity/theme overlap with the other planning-related work, so it is the best single representative if one PR must be chosen.", + "soft_edge_verdicts": [ + { + "left": "pull_request:67514", + "right": "pull_request:67541", + "accept": false, + "reason": "Both touch planning infrastructure, but #67514 is about update-plan/task-system parity and plan hydration, while #67541 adds skill-template support for skill-driven planning. Different code paths and different user-facing changes." + }, + { + "left": "pull_request:67514", + "right": "pull_request:67534", + "accept": false, + "reason": "#67514 covers plan-state parity and hydration, whereas #67534 is a standalone plan checklist renderer with format-specific output. Shared domain only, not the same fix." + }, + { + "left": "pull_request:67541", + "right": "pull_request:67542", + "accept": false, + "reason": "#67541 implements skill planning template support; #67542 adds a cross-session plan store with file locking. These are separate subsystems and not one mergeable change." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 109, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-67591-4", + "nodes": [ + "pull_request:67591", + "pull_request:68202", + "pull_request:68764", + "pull_request:68798" + ], + "soft_pairs": [ + "pull_request:67591|pull_request:68202", + "pull_request:67591|pull_request:68798", + "pull_request:68764|pull_request:68798" + ], + "prepared_review_unit_hash": "a69afe4eaef1381c2bc9705cdd1becedfe29b4de542bc27626df8ce011d83f69", + "component_budget": { + "node_count": 4, + "item_count": 4, + "soft_pair_count": 3, + "serialized_chars": 9231, + "estimated_input_tokens": 2308, + "estimated_eval_tokens": 4872 + }, + "budget": { + "node_count": 4, + "item_count": 4, + "soft_pair_count": 3, + "serialized_chars": 9231, + "estimated_input_tokens": 2308, + "estimated_eval_tokens": 4872 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These PRs cluster around stale auto-fallback model override persistence, but they split into two different fixes: one for /new and /reset session handling, one for session reload/rollback behavior. The closest true duplicate pair is the two issue-68706 PRs; the auth-profile PR is a nearby but separate change.", + "confidence": 0.85, + "canonical_issue_reason": null, + "canonical_pr_reason": "PR #68798 is the strongest representative: it directly targets the auto-fallback persistence bug, has the broadest fix path across session state and rollback, and includes focused tests for the regression.", + "best_issue_reason": null, + "best_pr_reason": "PR #68798 is the best overall fit because it addresses the core stale auto-fallback model persistence problem with code and tests, and it is the most complete implementation among the clustered PRs.", + "soft_edge_verdicts": [ + { + "left": "pull_request:67591", + "right": "pull_request:68202", + "accept": false, + "reason": "Different underlying behavior: #67591 is about clearing auto-fallback model overrides on /new and /reset, while #68202 is about preserving only user-selected auth profile overrides. They touch a similar session path but fix different fields and different semantics." + }, + { + "left": "pull_request:67591", + "right": "pull_request:68798", + "accept": false, + "reason": "Related theme, but not the same concrete bug. #67591 handles /new and /reset session clearing, while #68798 fixes stale auto-fallback model persistence during session state/turn rollback and session reload. The code paths and symptoms differ enough that they should not be merged as duplicates." + }, + { + "left": "pull_request:68764", + "right": "pull_request:68798", + "accept": true, + "reason": "Both target the same stale auto-fallback model override bug (issue #68706) and both change the stored model override/session reload path to stop auto-source overrides from persisting. They are close enough to be the same underlying fix." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 110, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-67644-2", + "nodes": [ + "pull_request:67644", + "pull_request:67924" + ], + "soft_pairs": [ + "pull_request:67644|pull_request:67924" + ], + "prepared_review_unit_hash": "10bf792ff5be76b819b56686b4436ae6af44200b4c1353bfe392e38b88b340dd", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4625, + "estimated_input_tokens": 1157, + "estimated_eval_tokens": 2570 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4625, + "estimated_input_tokens": 1157, + "estimated_eval_tokens": 2570 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Both pull requests target the same issue and appear to address the same preflight false-positive bug around dollar tokens inside string literals/comments in script preflight, with nearly identical touched files and overlapping test coverage.", + "confidence": 0.83, + "canonical_issue_reason": null, + "canonical_pr_reason": "PR 67924 is the better canonical PR because it frames the fix more broadly and cleanly around tolerating dollar tokens inside string literals during preflight, while touching the same code path and files as the other PR.", + "best_issue_reason": null, + "best_pr_reason": "PR 67924 is the strongest representative of the cluster: it targets the shared issue, matches the same preflight path, and has the clearest general fix description for the underlying bug.", + "soft_edge_verdicts": [ + { + "left": "pull_request:67644", + "right": "pull_request:67924", + "accept": true, + "reason": "Same explicit issue target, same filenames, and the titles/diffs indicate the same underlying preflight false-positive bug for $ tokens inside literals; they look mergeable into one fix." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 111, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-67760-3", + "nodes": [ + "pull_request:67760", + "pull_request:68164", + "pull_request:68168" + ], + "soft_pairs": [ + "pull_request:67760|pull_request:68168", + "pull_request:68164|pull_request:68168" + ], + "prepared_review_unit_hash": "c520b52e507d502c74d730a1b4ae5a0133a3ee6b4e30261406d947eecab6fb4d", + "component_budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 6613, + "estimated_input_tokens": 1654, + "estimated_eval_tokens": 3564 + }, + "budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 6613, + "estimated_input_tokens": 1654, + "estimated_eval_tokens": 3564 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These are three unrelated test-only PRs in different areas (cron parsing, cron active-job tracking, and Slack target parsing). They do not appear to be duplicate fixes or mergeable into one change.", + "confidence": 0.96, + "canonical_issue_reason": null, + "canonical_pr_reason": "No clear canonical PR: each PR targets a different subsystem and a different code path, so none is a duplicate of the others.", + "best_issue_reason": null, + "best_pr_reason": "If one PR must represent the cluster, PR 67760 is the broadest and most central test addition, but it is not meaningfully related to the others.", + "soft_edge_verdicts": [ + { + "left": "pull_request:67760", + "right": "pull_request:68168", + "accept": false, + "reason": "Different cron concerns: timestamp parsing/validation vs active-job singleton state. They exercise separate code paths and would not plausibly be merged as one duplicate PR." + }, + { + "left": "pull_request:68164", + "right": "pull_request:68168", + "accept": false, + "reason": "Slack target parsing tests vs cron active-job tracking tests are unrelated subsystems and changes. They are not the same underlying bug/change." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 112, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-67962-2", + "nodes": [ + "pull_request:67962", + "pull_request:68048" + ], + "soft_pairs": [ + "pull_request:67962|pull_request:68048" + ], + "prepared_review_unit_hash": "c75357d2f8772485e83110ad0e2aa34fa155c96a597877506ca562e32c69e5aa", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 5642, + "estimated_input_tokens": 1411, + "estimated_eval_tokens": 3078 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 5642, + "estimated_input_tokens": 1411, + "estimated_eval_tokens": 3078 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Two open PRs touch the same tool-result persistence area, but they do not look like the same change: one adds the policy feature, the other hardens edge cases in that policy implementation.", + "confidence": 0.86, + "canonical_issue_reason": null, + "canonical_pr_reason": "PR 67962 is the broader, earlier feature introducing the tool-result details persistence policy (full/truncated/none) and appears to define the main change set.", + "best_issue_reason": null, + "best_pr_reason": "PR 67962 is the best representative because it covers the primary feature scope; PR 68048 reads as a narrower follow-up fix rather than the same PR-worthy change.", + "soft_edge_verdicts": [ + { + "left": "pull_request:67962", + "right": "pull_request:68048", + "accept": false, + "reason": "Related subsystem and shared files, but different concrete changes: 67962 introduces the persistence policy, while 68048 hardens undefined-stringification and double-cap behavior. They could be sequential follow-ups, not duplicates." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 113, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-68161-2", + "nodes": [ + "pull_request:68161", + "pull_request:68227" + ], + "soft_pairs": [ + "pull_request:68161|pull_request:68227" + ], + "prepared_review_unit_hash": "32b2ce9b2a8e405f428587042a273bece3674b114c8c75bc096d311c9ed8930c", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 5352, + "estimated_input_tokens": 1338, + "estimated_eval_tokens": 2932 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 5352, + "estimated_input_tokens": 1338, + "estimated_eval_tokens": 2932 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Both PRs appear to fix the same protocol bug: `hello-ok.auth` was incorrectly modeled as optional and should be required. PR 68227 is the better canonical PR because it is the more complete implementation and includes protocol docs/tests in addition to the schema/model changes.", + "confidence": 0.94, + "canonical_issue_reason": null, + "canonical_pr_reason": "PR 68227 most clearly and completely addresses the change by requiring `hello-ok auth` across schema, models, tests, and docs; 68161 looks like an earlier narrower variant of the same fix.", + "best_issue_reason": null, + "best_pr_reason": "PR 68227 is the strongest representative of the cluster because it captures the full concrete change to the `hello-ok` auth field being required, with supporting tests/docs and matching code-path updates.", + "soft_edge_verdicts": [ + { + "left": "pull_request:68161", + "right": "pull_request:68227", + "accept": true, + "reason": "Same underlying bug/change: both remove optionality from `hello-ok.auth` in the same protocol/model code path, and the diffs are compatible as one merged PR." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet: both PRs target the same issue and both change the same `hello-ok.auth` optionality bug. Calling PR 68227 the more complete canonical PR is reasonable because it adds docs/tests on top of the same core fix. The soft-edge accept is conservative and the pair looks mergeable as one bugfix PR." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 114, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-68193-4", + "nodes": [ + "pull_request:68193", + "pull_request:68349", + "pull_request:68740", + "pull_request:68762" + ], + "soft_pairs": [ + "pull_request:68193|pull_request:68762", + "pull_request:68193|pull_request:68740", + "pull_request:68349|pull_request:68740", + "pull_request:68740|pull_request:68762" + ], + "prepared_review_unit_hash": "2dc3260be5e38a361c5d5869caec465a0c05068420696e9feb5ec95d6308c53c", + "component_budget": { + "node_count": 4, + "item_count": 4, + "soft_pair_count": 4, + "serialized_chars": 10307, + "estimated_input_tokens": 2577, + "estimated_eval_tokens": 5410 + }, + "budget": { + "node_count": 4, + "item_count": 4, + "soft_pair_count": 4, + "serialized_chars": 10307, + "estimated_input_tokens": 2577, + "estimated_eval_tokens": 5410 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These PRs split into two different Ollama efforts and one unrelated Ollama discovery fix. The Gemma 4 reasoning-detection PRs are closely related, with 68762 the most focused representative; the num_ctx/tool-support PR is separate.", + "confidence": 0.84, + "canonical_issue_reason": null, + "canonical_pr_reason": "68762 is the cleanest canonical PR for the Gemma 4 reasoning-model fix: it updates the same reasoning heuristic path in Ollama/HF and the self-hosted setup without the extra discovery/tooling changes or changelog/docs noise.", + "best_issue_reason": null, + "best_pr_reason": "68762 is the best global representative because it is narrowly about the concrete Gemma 4 reasoning-detection bug and touches the core heuristic code paths directly.", + "soft_edge_verdicts": [ + { + "left": "pull_request:68193", + "right": "pull_request:68762", + "accept": false, + "reason": "Same theme, but 68193 is broader and mixes Gemma 4 detection with capability checks and additional provider/setup changes; not the same single code-path change as 68762." + }, + { + "left": "pull_request:68193", + "right": "pull_request:68740", + "accept": false, + "reason": "Both concern Gemma 4 reasoning behavior, but 68193 and 68740 implement different parts of discovery/heuristic handling and are not clearly one mergeable fix." + }, + { + "left": "pull_request:68349", + "right": "pull_request:68740", + "accept": false, + "reason": "68349 is about honoring Modelfile num_ctx and auto-detecting tool support, which is a different Ollama discovery bug than reasoning-model detection." + }, + { + "left": "pull_request:68740", + "right": "pull_request:68762", + "accept": true, + "reason": "Both are the same underlying Gemma 4 reasoning-detection fix in Ollama, touching the same heuristic path and plausibly mergeable into one PR." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 115, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-68240-2", + "nodes": [ + "pull_request:68240", + "pull_request:68301" + ], + "soft_pairs": [ + "pull_request:68240|pull_request:68301" + ], + "prepared_review_unit_hash": "122ceb3de8288d758ddbf811837ac1d2e279c84916258fd90487d322f3e0b1f7", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4613, + "estimated_input_tokens": 1154, + "estimated_eval_tokens": 2564 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4613, + "estimated_input_tokens": 1154, + "estimated_eval_tokens": 2564 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These PRs are not duplicates: both add a `--daemon-env` option, but one wires it into `openclaw onboard --install-daemon` and the other into `openclaw node install`. They touch a shared helper, but the entry points and user-facing flows are different enough that they could be merged independently.", + "confidence": 0.93, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": null, + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "pull_request:68240", + "right": "pull_request:68301", + "accept": false, + "reason": "Different code paths and commands: #68240 adds daemon env support for onboarding, while #68301 adds it for node install. Shared helper usage alone is not enough to merge them as the same PR." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 116, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-68311-2", + "nodes": [ + "pull_request:68311", + "pull_request:68317" + ], + "soft_pairs": [ + "pull_request:68311|pull_request:68317" + ], + "prepared_review_unit_hash": "25c7ac138b0fe0677ddcedec3100ed64f50f1521b2333b709effd8f0cf34b5b3", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 3839, + "estimated_input_tokens": 960, + "estimated_eval_tokens": 2176 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 3839, + "estimated_input_tokens": 960, + "estimated_eval_tokens": 2176 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Both PRs fix the same underlying wording bug for reasoning-stream acknowledgements in `directive-handling.impl.ts`; PR 68317 is the broader superset with matching docs updates, so it is the better canonical choice.", + "confidence": 0.95, + "canonical_issue_reason": null, + "canonical_pr_reason": "PR 68317 directly fixes the incorrect \"Telegram only\" label in the runtime ack and also updates the docs to describe the broader Telegram/Feishu support, making it the more complete representative of the change.", + "best_issue_reason": null, + "best_pr_reason": "PR 68317 is the best representative because it covers the same code-path fix as 68311 and additionally aligns the documentation with the new behavior.", + "soft_edge_verdicts": [ + { + "left": "pull_request:68311", + "right": "pull_request:68317", + "accept": true, + "reason": "Same concrete bug and same touched code path; 68317 is effectively a superset of 68311's message fix, with added documentation updates, so they could plausibly be merged into one PR." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet: both PRs change the same wording in `src/auto-reply/reply/directive-handling.impl.ts`, and 68317 also adds a matching docs update. The soft-edge verdict is conservative enough, since these changes look mergeable into a single PR for the same bugfix." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 117, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-68316-2", + "nodes": [ + "pull_request:68316", + "pull_request:68338" + ], + "soft_pairs": [ + "pull_request:68316|pull_request:68338" + ], + "prepared_review_unit_hash": "aaa91ff59dc185385e904a799baed46d0c75bd465aa8fd463a9d52d6eb0e4c98", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4306, + "estimated_input_tokens": 1077, + "estimated_eval_tokens": 2410 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4306, + "estimated_input_tokens": 1077, + "estimated_eval_tokens": 2410 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These two pull requests are unrelated: one fixes post-streaming reply payload dropping in auto-reply, while the other expands parsing of multiline MEDIA directives. They touch different subsystems and different code paths, so they should not be deduplicated.", + "confidence": 0.98, + "canonical_issue_reason": null, + "canonical_pr_reason": "No canonical PR within the pair: PR #68316 is about preserving unsent media payloads after block streaming, while PR #68338 changes MEDIA directive parsing. They do not fix the same bug.", + "best_issue_reason": null, + "best_pr_reason": "PR #68316 is the better representative of the cluster only because it is the more clearly self-contained bug fix; however, it is not a duplicate of PR #68338.", + "soft_edge_verdicts": [ + { + "left": "pull_request:68316", + "right": "pull_request:68338", + "accept": false, + "reason": "Different underlying problems and code paths: auto-reply payload suppression vs. parsing multiline MEDIA directives. They are not plausibly mergeable as one PR." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 118, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-68381-2", + "nodes": [ + "pull_request:68381", + "pull_request:68785" + ], + "soft_pairs": [ + "pull_request:68381|pull_request:68785" + ], + "prepared_review_unit_hash": "d1280a9f804690b475704ec879ae75f2d3f84b6ca7f597b496f0b9d8671d16df", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4393, + "estimated_input_tokens": 1099, + "estimated_eval_tokens": 2454 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4393, + "estimated_input_tokens": 1099, + "estimated_eval_tokens": 2454 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These are related command-queue changes, but they address different problems: one adds a per-task maxExecutionMs timeout, the other adds a circuit breaker for lane saturation. Shared files alone are not enough to treat them as duplicates.", + "confidence": 0.96, + "canonical_issue_reason": null, + "canonical_pr_reason": "No canonical PR: the PRs implement different command-lane protections with different error types and behaviors, so they should not be collapsed into one duplicate set.", + "best_issue_reason": null, + "best_pr_reason": "Neither PR is a true duplicate representative. If forced to pick, 68785 is the broader command-lane protection change, but it is still a separate change from 68381.", + "soft_edge_verdicts": [ + { + "left": "pull_request:68381", + "right": "pull_request:68785", + "accept": false, + "reason": "Different underlying changes: 68381 introduces a per-task maxExecutionMs timeout, while 68785 adds a circuit breaker for saturation. They touch the same subsystem but not the same code-path problem." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 119, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-68440-2", + "nodes": [ + "pull_request:68440", + "pull_request:68441" + ], + "soft_pairs": [ + "pull_request:68440|pull_request:68441" + ], + "prepared_review_unit_hash": "d6a00fba87db9e4e4aa8f55710b94ecd429f113040f75315a022078122a7979a", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 5430, + "estimated_input_tokens": 1358, + "estimated_eval_tokens": 2972 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 5430, + "estimated_input_tokens": 1358, + "estimated_eval_tokens": 2972 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These are related plan-mode umbrella PRs, but they implement different features: PR-10 adds the plan archetype/ask_user_question/auto-mode behavior, while PR-11 adds universal /plan slash commands across channels. They share rollout docs and some tests, but not the same concrete code change.", + "confidence": 0.92, + "canonical_issue_reason": null, + "canonical_pr_reason": "PR-11 is the broader umbrella change with more references and the wider channel surface area, so it is the better cluster representative among the two PRs.", + "best_issue_reason": null, + "best_pr_reason": "PR-11 best represents the cluster because it spans the universal command surface and overlaps the shared rollout/prompt infrastructure, while PR-10 is a narrower behavior slice.", + "soft_edge_verdicts": [ + { + "left": "pull_request:68440", + "right": "pull_request:68441", + "accept": false, + "reason": "Reject: same plan-mode program and shared files, but the titles, targeted behavior, and code areas differ materially. PR-10 is about plan archetype and auto/ask-user flow; PR-11 is about /plan command availability across channels. They are related, not the same underlying change." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 120, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-68503-2", + "nodes": [ + "pull_request:68503", + "pull_request:68506" + ], + "soft_pairs": [ + "pull_request:68503|pull_request:68506" + ], + "prepared_review_unit_hash": "46db00e73ae9de2e76c25af40f8876c2179f99fabb12f390f43c6e66c2a5f3be", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4418, + "estimated_input_tokens": 1105, + "estimated_eval_tokens": 2466 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4418, + "estimated_input_tokens": 1105, + "estimated_eval_tokens": 2466 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Both PRs touch status --all diagnostics, but they fix different problems: #68503 reduces noisy log output, while #68506 improves recovery guidance for invalid config and bind-failure states. They are related in subsystem, not the same underlying change.", + "confidence": 0.93, + "canonical_issue_reason": null, + "canonical_pr_reason": "PR #68506 is the better canonical representative because it addresses a concrete user-facing degraded-state diagnosis and recovery flow; #68503 is a narrower log-noise cleanup.", + "best_issue_reason": null, + "best_pr_reason": "PR #68506 is the strongest overall candidate in the cluster: it fixes specific failure modes with actionable guidance, whereas #68503 is a more limited noise-filtering change.", + "soft_edge_verdicts": [ + { + "left": "pull_request:68503", + "right": "pull_request:68506", + "accept": false, + "reason": "Different underlying bugs/changes: #68503 filters routine chatter from status --all logs, while #68506 adds recovery guidance and classifies degraded states. They are related but not mergeable as one PR." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 121, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-68564-2", + "nodes": [ + "pull_request:68564", + "pull_request:68601" + ], + "soft_pairs": [ + "pull_request:68564|pull_request:68601" + ], + "prepared_review_unit_hash": "0b65aee8742c45b8379897a0a99eb695166d050f778a81b773f675825af3fa93", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4601, + "estimated_input_tokens": 1151, + "estimated_eval_tokens": 2558 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4601, + "estimated_input_tokens": 1151, + "estimated_eval_tokens": 2558 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Both PRs are documentation-only and promote assistant-first language, but they update different areas of the docs and are not the same concrete change.", + "confidence": 0.88, + "canonical_issue_reason": null, + "canonical_pr_reason": "PR #68564 is the better canonical doc PR because it changes the core README and multiple onboarding/start pages, making it the broader source of the new positioning.", + "best_issue_reason": null, + "best_pr_reason": "PR #68564 is the best representative of the cluster because it contains the main product-messaging shift across the most central user-facing docs.", + "soft_edge_verdicts": [ + { + "left": "pull_request:68564", + "right": "pull_request:68601", + "accept": false, + "reason": "They share the assistant-first theme, but #68564 rewrites the README and onboarding/start copy while #68601 updates features/help hub wording; these are separate documentation changes, not one same underlying fix." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 122, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-68742-2", + "nodes": [ + "pull_request:68742", + "pull_request:68749" + ], + "soft_pairs": [ + "pull_request:68742|pull_request:68749" + ], + "prepared_review_unit_hash": "010da03a52f073cf17c93760cfc08d28337cad36876641e9c2e07ee8d8da587f", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4263, + "estimated_input_tokens": 1066, + "estimated_eval_tokens": 2388 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4263, + "estimated_input_tokens": 1066, + "estimated_eval_tokens": 2388 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Two related PRs address streaming usage support in openai-completions compatibility, but they appear to fix different concrete cases: one for non-native/custom provider compat defaults, the other specifically for local endpoints.", + "confidence": 0.81, + "canonical_issue_reason": "Both PRs explicitly target issue #68707, which is the shared bug anchor for this streaming-usage compatibility work.", + "canonical_pr_reason": "PR #68742 is the broader representative: it restores usage-streaming tracking for non-native/custom openai-completions providers and updates the related compat logic/tests.", + "best_issue_reason": "If the shared issue were represented here, #68707 would be the right issue anchor because both PRs cite it.", + "best_pr_reason": "PR #68742 is the better overall representative of the cluster; #68749 is a narrower endpoint-class tweak rather than the full non-native-provider fix.", + "soft_edge_verdicts": [ + { + "left": "pull_request:68742", + "right": "pull_request:68749", + "accept": false, + "reason": "Same subsystem and same tracking issue, but different concrete behaviors: #68742 changes provider/model compat defaults for non-native providers, while #68749 only enables include_usage for local endpoints. Related, but not the same duplicate fix." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 123, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-68754-3", + "nodes": [ + "pull_request:68754", + "pull_request:68824", + "pull_request:68854" + ], + "soft_pairs": [ + "pull_request:68754|pull_request:68824", + "pull_request:68754|pull_request:68854", + "pull_request:68824|pull_request:68854" + ], + "prepared_review_unit_hash": "bca256e02626b022ecc5a259e8ba3e354ee4c587bc375e213955ba43eda4bb93", + "component_budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 3, + "serialized_chars": 7359, + "estimated_input_tokens": 1840, + "estimated_eval_tokens": 3936 + }, + "budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 3, + "serialized_chars": 7359, + "estimated_input_tokens": 1840, + "estimated_eval_tokens": 3936 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Two PRs are effectively the same fix for heredoc approval handling in allowlist mode; the third is a narrower security refinement that allows quoted heredocs and is not the same change.", + "confidence": 0.89, + "canonical_issue_reason": null, + "canonical_pr_reason": "pull_request:68824 is the cleanest representative of the duplicate pair: it removes the heredoc approval gate and warning in allowlist mode with the same target/file and the same underlying behavior change as 68754.", + "best_issue_reason": null, + "best_pr_reason": "pull_request:68824 best represents the cluster because it directly addresses the shared allowlist-mode heredoc approval bug, while 68854 changes behavior more selectively (quoted heredocs only) and is therefore not the same fix.", + "soft_edge_verdicts": [ + { + "left": "pull_request:68754", + "right": "pull_request:68824", + "accept": true, + "reason": "Same file, same target issue, and the diffs both remove the heredoc approval gate/warning in allowlist mode; this is the same underlying fix." + }, + { + "left": "pull_request:68754", + "right": "pull_request:68854", + "accept": false, + "reason": "68854 is a narrower security refinement that distinguishes quoted vs. unquoted heredocs and keeps approval for the latter; it is not the same change as removing the gate entirely." + }, + { + "left": "pull_request:68824", + "right": "pull_request:68854", + "accept": false, + "reason": "Although both touch heredoc handling in the same file and issue, 68854 adds a different policy split rather than duplicating the blanket gate removal." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "pull_request", + "component_index": 124, + "component_count": 124, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-68839-2", + "nodes": [ + "pull_request:68839", + "pull_request:68848" + ], + "soft_pairs": [ + "pull_request:68839|pull_request:68848" + ], + "prepared_review_unit_hash": "07d70ec53b09b83cd4fa91cf9a57e3e74ec8814faa51203ae7f84a213b523b75", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4412, + "estimated_input_tokens": 1103, + "estimated_eval_tokens": 2462 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 4412, + "estimated_input_tokens": 1103, + "estimated_eval_tokens": 2462 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "The two PRs are not duplicates: 68839 fixes a late-finally race that can delete the wrong follow-up queue entry, while 68848 fixes an APNs no-registration early-return leak in node wake state. Keep them separate.", + "confidence": 0.98, + "canonical_issue_reason": null, + "canonical_pr_reason": "If a representative PR is needed, 68839 is the clearer cluster anchor because it has a precise race-condition regression and targeted test; 68848 is a different gateway cleanup bug.", + "best_issue_reason": null, + "best_pr_reason": "68839 is the stronger representative on specificity and evidence, but it should not be used to dedupe 68848; the fixes are unrelated.", + "soft_edge_verdicts": [ + { + "left": "pull_request:68839", + "right": "pull_request:68848", + "accept": false, + "reason": "Different subsystems and failure modes: auto-reply follow-up queue drain race vs gateway APNs no-registration cleanup leak. They do not fix the same concrete code path." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + } + ] +} diff --git a/snapshots/20260419T072034Z/analysis-runs/hybrid-gpt54mini-20260419t072034z/manifest.json b/snapshots/20260419T072034Z/analysis-runs/hybrid-gpt54mini-20260419t072034z/manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d3da4d69bd8643b6b0cb4d6be5a9f3b46fffb503 --- /dev/null +++ b/snapshots/20260419T072034Z/analysis-runs/hybrid-gpt54mini-20260419t072034z/manifest.json @@ -0,0 +1,14 @@ +{ + "analysis_id": "hybrid-gpt54mini-20260419t072034z", + "artifacts": { + "hybrid": "snapshots/20260419T072034Z/analysis-runs/hybrid-gpt54mini-20260419t072034z/analysis-report-hybrid.json", + "hybrid_reviews": "snapshots/20260419T072034Z/analysis-runs/hybrid-gpt54mini-20260419t072034z/analysis-report-hybrid.llm-reviews.json" + }, + "channel": "canonical", + "model": null, + "published_at": "2026-04-19T10:13:22Z", + "repo": "openclaw/openclaw", + "schema_version": 1, + "snapshot_id": "20260419T072034Z", + "variant": "hybrid" +} diff --git a/snapshots/20260419T072034Z/manifest.json b/snapshots/20260419T072034Z/manifest.json index cf2b6913d707dab2431151fd1ee2a303a8d1c015..f00c175bcf5b5337eb249f0ade73610ca52b7f05 100644 --- a/snapshots/20260419T072034Z/manifest.json +++ b/snapshots/20260419T072034Z/manifest.json @@ -30,6 +30,24 @@ "timeline_events": 1509 }, "extracted_at": "2026-04-19T07:20:34Z", + "published_analysis": { + "canonical_analysis_id": "hybrid-gpt54mini-20260419t072034z", + "runs": { + "hybrid-gpt54mini-20260419t072034z": { + "analysis_id": "hybrid-gpt54mini-20260419t072034z", + "artifacts": { + "hybrid": "snapshots/20260419T072034Z/analysis-runs/hybrid-gpt54mini-20260419t072034z/analysis-report-hybrid.json", + "hybrid_reviews": "snapshots/20260419T072034Z/analysis-runs/hybrid-gpt54mini-20260419t072034z/analysis-report-hybrid.llm-reviews.json" + }, + "channel": "canonical", + "manifest_path": "snapshots/20260419T072034Z/analysis-runs/hybrid-gpt54mini-20260419t072034z/manifest.json", + "model": null, + "published_at": "2026-04-19T10:13:22Z", + "variant": "hybrid" + } + }, + "schema_version": 1 + }, "repo": "openclaw/openclaw", "snapshot_id": "20260419T072034Z", "watermark": {